diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/direct_leakages.csv
new file mode 100644
index 0000000..620c16d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+$-0.00,N/A,"$207,100,246.43"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..20007d9
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,"1,732.85","$190,906,726.42","$258,058,295.86","$646,186,184.93"
+2 - Indirect,"1,737.92","$170,422,775.61","$280,660,018.56","$615,286,723.20"
+3 - Induced,"2,220.51","$159,968,065.67","$300,603,455.51","$509,745,966.18"
+,"5,691.28","$521,297,567.70","$839,321,769.93","$1,771,218,874.30"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..af892a4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,866,670.43",5.64%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,461.40",1.81%
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,072.05",0.14%
+4,224,Nonferrous forging,"$5,015,019,698.50","$5,923,974.68",0.12%
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,743,743.12",0.11%
+6,223,Iron and steel forging,"$12,167,051,489.94","$12,417,145.51",0.10%
+7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00",0.10%
+8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,082,855.13",0.05%
+9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,011,914.91",0.05%
+10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,344,991.50",0.04%
+11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,294,760.22",0.04%
+12,221,Custom roll forming,"$3,403,758,221.65","$1,020,387.45",0.03%
+13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,283,993.55",0.03%
+14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,974,416.22",0.03%
+15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,032,294.93",0.03%
+16,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$37,717,646.96",0.03%
+17,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,848,561.28",0.03%
+18,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,310,069.34",0.02%
+19,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,562,488.20",0.02%
+20,23,Iron ore mining,"$4,242,665,589.12","$849,869.91",0.02%
+21,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,004,403.03",0.02%
+22,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,890,293.10",0.02%
+23,241,Metal heat treating,"$6,751,197,386.48","$1,171,573.30",0.02%
+24,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,066,475.66",0.02%
+25,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,613,351.79",0.02%
+26,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,196,698.05",0.02%
+27,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,158,907.27",0.02%
+28,239,Machine shops,"$58,418,188,845.25","$8,796,522.25",0.02%
+29,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,714,711.76",0.01%
+30,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,084,041.39",0.01%
+31,198,Concrete pipe manufacturing,"$4,124,714,176.94","$613,664.71",0.01%
+32,235,Metal cans manufacturing,"$27,208,678,262.97","$3,757,467.42",0.01%
+33,229,Plate work manufacturing,"$15,417,788,320.32","$2,079,084.20",0.01%
+34,21,Coal mining,"$40,369,797,410.22","$5,375,942.15",0.01%
+35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$34,076,525.77",0.01%
+36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$795,502.24",0.01%
+37,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,817,560.67",0.01%
+38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,766,838.01",0.01%
+39,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,682,041.27",0.01%
+40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,443,728.01",0.01%
+41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$1,994,964.14",0.01%
+42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,708,141.16",0.01%
+43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,631,631.22",0.01%
+44,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$778,703.71",0.01%
+45,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,272,477.11",0.01%
+46,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,588,487.97",0.01%
+47,109,Knit fabric mills,"$1,209,761,149.04","$101,266.83",0.01%
+48,175,Custom compounding of purchased resins,"$12,008,896,270.80","$997,722.78",0.01%
+49,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$418,223.62",0.01%
+50,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$555,411.21",0.01%
+51,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$929,446.30",0.01%
+52,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$552,732.86",0.01%
+53,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$555,048.14",0.01%
+54,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,587,294.19",0.01%
+55,210,Steel wire drawing,"$6,965,034,108.99","$529,242.14",0.01%
+56,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$32,631,674.76",0.01%
+57,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,141,913.61",0.01%
+58,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$13,898,228.58",0.01%
+59,311,Lighting fixture manufacturing,"$13,551,146,025.36","$915,748.64",0.01%
+60,238,Spring and wire product manufacturing,"$14,446,923,138.19","$971,059.43",0.01%
+61,200,Lime manufacturing,"$3,411,426,132.51","$222,639.50",0.01%
+62,201,Gypsum product manufacturing,"$10,849,873,573.69","$706,426.42",0.01%
+63,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,052,214.02",0.01%
+64,460,Other support services,"$93,493,521,065.46","$5,776,477.20",0.01%
+65,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$567,677.55",0.01%
+66,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$1,618,642.57",0.01%
+67,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,161,921.24",0.01%
+68,226,Handtool manufacturing,"$9,269,806,810.85","$547,995.38",0.01%
+69,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$443,140.15",0.01%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$1,924,530.93",0.01%
+71,195,Cement manufacturing,"$16,124,794,202.42","$881,821.20",0.01%
+72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$82,360.79",0.01%
+73,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$273,864.48",0.01%
+74,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$709,409.08",0.01%
+75,138,Paperboard mills,"$37,769,326,092.36","$1,996,652.88",0.01%
+76,188,Other rubber product manufacturing,"$18,947,852,104.12","$991,459.13",0.01%
+77,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,357,141.69",0.01%
+78,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$2,877,666.81",0.00%
+79,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$361,680.08",0.00%
+80,131,"Other millwork, including flooring","$11,872,958,758.31","$587,304.85",0.00%
+81,32,Metal mining services,"$2,048,448,774.82","$98,500.08",0.00%
+82,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$536,151.20",0.00%
+83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$16,375,695.72",0.00%
+84,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,054,728.12",0.00%
+85,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$407,546.84",0.00%
+86,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,353,984.81",0.00%
+87,125,Wood preservation,"$12,385,421,188.04","$540,691.19",0.00%
+88,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$498,531.42",0.00%
+89,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$402,918.13",0.00%
+90,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,256,193.89",0.00%
+91,129,Wood windows and door manufacturing,"$22,029,620,673.99","$939,189.34",0.00%
+92,124,Sawmills,"$42,023,969,480.44","$1,772,619.44",0.00%
+93,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,118,942.23",0.00%
+94,27,Sand and gravel mining,"$15,322,656,295.20","$637,713.28",0.00%
+95,451,Management of companies and enterprises,"$819,034,418,120.62","$34,022,623.98",0.00%
+96,24,Gold ore and silver ore mining,"$14,012,282,637.55","$579,546.40",0.00%
+97,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$227,998.67",0.00%
+98,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$418,172.93",0.00%
+99,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$357,925.55",0.00%
+100,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,044,110.45",0.00%
+101,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$48,476.33",0.00%
+102,299,Other electronic component manufacturing,"$20,043,941,097.34","$795,081.42",0.00%
+103,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$665,321.38",0.00%
+104,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$342,832.52",0.00%
+105,186,Tire manufacturing,"$25,656,100,926.70","$1,010,526.79",0.00%
+106,397,Rail transportation,"$92,013,918,170.42","$3,614,774.21",0.00%
+107,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,325,558.00",0.00%
+108,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$6,172,627.84",0.00%
+109,455,Business support services,"$98,531,422,147.59","$3,706,608.57",0.00%
+110,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$716,830.99",0.00%
+111,457,Investigation and security services,"$87,760,959,501.87","$3,257,002.25",0.00%
+112,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$591,198.03",0.00%
+113,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$494,408.48",0.00%
+114,399,Truck transportation,"$517,459,714,328.88","$18,810,416.58",0.00%
+115,16,Commercial logging,"$9,708,016,677.17","$350,179.38",0.00%
+116,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$1,876,918.64",0.00%
+117,454,Employment services,"$472,021,118,180.87","$16,388,569.12",0.00%
+118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$1,711,603.57",0.00%
+119,508,Postal service,"$82,216,438,935.22","$2,794,476.55",0.00%
+120,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$900,553.31",0.00%
+121,191,Flat glass manufacturing,"$5,646,246,245.84","$190,024.03",0.00%
+122,25,Other metal ore mining,"$4,177,930,861.03","$140,157.95",0.00%
+123,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$87,463.62",0.00%
+124,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$2,732,781.97",0.00%
+125,174,Explosives manufacturing,"$3,336,015,892.42","$109,258.23",0.00%
+126,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,405,825.63",0.00%
+127,237,Hardware manufacturing,"$11,360,442,824.27","$368,186.25",0.00%
+128,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$195,445.93",0.00%
+129,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$177,496.20",0.00%
+130,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$199,787.22",0.00%
+131,26,Stone mining and quarrying,"$22,604,707,721.04","$714,872.37",0.00%
+132,404,Warehousing and storage,"$196,283,203,045.69","$6,141,395.09",0.00%
+133,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$305,659.25",0.00%
+134,403,Couriers and messengers,"$147,389,575,412.04","$4,569,959.01",0.00%
+135,509,Federal electric utilities,"$15,278,393,331.48","$472,810.41",0.00%
+136,515,Local government electric utilities,"$63,242,600,402.80","$1,949,022.31",0.00%
+137,512,State government electric utilities,"$2,138,213,300.81","$65,846.21",0.00%
+138,41,Electric power generation - All other,"$598,610,063.76","$18,391.24",0.00%
+139,39,Electric power generation - Geothermal,"$1,089,212,605.47","$33,464.14",0.00%
+140,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,493,155.23",0.00%
+141,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$342,573.31",0.00%
+142,38,Electric power generation - Wind,"$31,436,960,621.21","$965,845.22",0.00%
+143,37,Electric power generation - Solar,"$15,183,687,778.59","$466,492.05",0.00%
+144,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$4,916,898.72",0.00%
+145,40,Electric power generation - Biomass,"$3,248,354,871.06","$99,799.98",0.00%
+146,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$112,646.80",0.00%
+147,42,Electric power transmission and distribution,"$454,802,637,163.46","$13,962,363.47",0.00%
+148,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$170,886.92",0.00%
+149,453,Facilities support services,"$38,362,646,138.12","$1,170,359.13",0.00%
+150,440,Specialized design services,"$61,729,364,047.76","$1,850,852.19",0.00%
+151,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$555,683.67",0.00%
+152,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$242,127.20",0.00%
+153,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$6,566,718.75",0.00%
+154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$2,973,623.73",0.00%
+155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,085,164.68",0.00%
+156,173,Printing ink manufacturing,"$4,197,932,161.56","$115,964.54",0.00%
+157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$617,139.48",0.00%
+158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,005,415.23",0.00%
+159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$9,010,905.96",0.00%
+160,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$131,611.75",0.00%
+161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$422,757.95",0.00%
+162,205,Mineral wool manufacturing,"$10,606,371,397.91","$280,138.94",0.00%
+163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$448,912.68",0.00%
+164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$352,499.52",0.00%
+165,168,Adhesive manufacturing,"$19,417,045,098.31","$488,512.16",0.00%
+166,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$94,808.60",0.00%
+167,447,"Advertising, public relations, and related services","$221,366,844,538.02","$5,514,607.57",0.00%
+168,321,Wiring device manufacturing,"$23,088,452,099.69","$574,445.68",0.00%
+169,116,Other textile product mills,"$5,849,355,190.48","$144,621.88",0.00%
+170,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$189,321.42",0.00%
+171,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$6,201,541.34",0.00%
+172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$14,172,373.00",0.00%
+173,151,Petrochemical manufacturing,"$213,898,809,710.92","$5,158,340.60",0.00%
+174,43,Natural gas distribution,"$112,805,479,068.56","$2,688,920.88",0.00%
+175,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$726,174.35",0.00%
+176,137,Paper mills,"$44,700,830,052.02","$1,057,662.83",0.00%
+177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$3,720,699.88",0.00%
+178,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$6,581,970.33",0.00%
+179,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,351,062.74",0.00%
+180,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$9,415,101.84",0.00%
+181,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$2,949,806.46",0.00%
+182,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,455,335.61",0.00%
+183,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$6,000,293.64",0.00%
+184,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$4,998,018.90",0.00%
+185,413,Radio and television broadcasting,"$126,652,960,389.18","$2,818,366.44",0.00%
+186,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$26,263.94",0.00%
+187,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$8,166,000.73",0.00%
+188,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$177,899.63",0.00%
+189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,072,742.12",0.00%
+190,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$5,034,701.65",0.00%
+191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$925,312.79",0.00%
+192,110,Textile and fabric finishing mills,"$5,488,614,083.97","$119,093.93",0.00%
+193,448,Photographic services,"$18,611,681,469.69","$403,344.18",0.00%
+194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$10,752,572.59",0.00%
+195,458,Services to buildings,"$184,887,389,840.19","$3,976,055.69",0.00%
+196,437,Legal services,"$482,145,097,198.44","$10,267,192.29",0.00%
+197,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$22,144,883.15",0.00%
+198,144,Printing,"$93,711,787,715.49","$1,972,798.26",0.00%
+199,452,Office administrative services,"$100,789,973,631.90","$2,107,456.91",0.00%
+200,418,"Data processing, hosting, and related services","$490,713,862,620.46","$10,247,060.43",0.00%
+201,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$6,273,753.70",0.00%
+202,406,Periodical publishers,"$28,726,880,599.05","$594,873.09",0.00%
+203,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$5,329,302.75",0.00%
+204,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$106,992.62",0.00%
+205,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$6,361,758.16",0.00%
+206,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,603,051.15",0.00%
+207,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$8,258,139.64",0.00%
+208,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$1,853,658.77",0.00%
+209,405,Newspaper publishers,"$23,494,267,330.25","$478,254.19",0.00%
+210,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$900,265.56",0.00%
+211,414,Cable and other subscription programming,"$129,841,466,724.49","$2,610,445.49",0.00%
+212,456,Travel arrangement and reservation services,"$92,038,956,694.17","$1,850,347.65",0.00%
+213,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,244,830.93",0.00%
+214,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,071,687.61",0.00%
+215,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$79,589.03",0.00%
+216,478,Performing arts companies,"$40,958,746,144.37","$810,044.34",0.00%
+217,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$8,555,045.51",0.00%
+218,145,Support activities for printing,"$3,010,426,339.58","$59,288.88",0.00%
+219,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$437,576.53",0.00%
+220,10,All other crop farming,"$22,224,392,154.07","$426,860.39",0.00%
+221,44,"Water, sewage and other systems","$20,702,504,339.27","$397,279.83",0.00%
+222,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$305,479.84",0.00%
+223,495,Car washes,"$35,373,724,638.09","$678,396.30",0.00%
+224,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$152,972.47",0.00%
+225,505,Business and professional associations,"$73,615,227,688.04","$1,409,288.55",0.00%
+226,493,All other food and drinking places,"$276,447,241,992.94","$5,289,483.60",0.00%
+227,461,Waste management and remediation services,"$177,999,302,351.73","$3,391,556.09",0.00%
+228,490,Other accommodations,"$16,436,225,502.96","$312,774.41",0.00%
+229,491,Full-service restaurants,"$600,936,370,418.40","$11,409,087.45",0.00%
+230,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$179,651.43",0.00%
+231,426,"Insurance carriers, except direct life","$763,623,938,208.92","$14,377,644.92",0.00%
+232,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$493,308.36",0.00%
+233,63,Wet corn milling,"$38,891,507,770.56","$728,439.88",0.00%
+234,513,Other state government enterprises,"$26,495,170,772.45","$495,340.99",0.00%
+235,510,Other federal government enterprises,"$6,854,090,185.53","$128,120.22",0.00%
+236,516,Other local government enterprises,"$353,931,726,040.53","$6,611,603.65",0.00%
+237,146,Petroleum refineries,"$685,338,713,966.20","$12,754,938.99",0.00%
+238,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,338,346.18",0.00%
+239,487,Fitness and recreational sports centers,"$40,757,208,080.88","$755,107.58",0.00%
+240,459,Landscape and horticultural services,"$165,786,078,305.71","$3,063,714.78",0.00%
+241,462,Elementary and secondary schools,"$74,365,925,030.62","$1,371,956.61",0.00%
+242,476,Child day care services,"$86,623,931,960.28","$1,595,491.66",0.00%
+243,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,345,817.64",0.00%
+244,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$637,582.98",0.00%
+245,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,381,979.00",0.00%
+246,507,Private households,"$27,265,934,911.83","$500,152.87",0.00%
+247,475,Individual and family services,"$197,385,106,011.81","$3,606,106.88",0.00%
+248,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,080,757.79",0.00%
+249,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$948,436.83",0.00%
+250,503,Religious organizations,"$160,924,588,099.97","$2,930,718.71",0.00%
+251,472,Hospitals,"$1,246,642,306,210.30","$22,663,848.70",0.00%
+252,480,Racing and Track Operation,"$2,466,251,193.93","$44,659.11",0.00%
+253,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$463,682.68",0.00%
+254,431,Owner-occupied housing,"$2,353,458,000,000.00","$42,407,441.56",0.00%
+255,492,Limited-service restaurants,"$662,772,350,208.32","$11,928,678.66",0.00%
+256,424,Other financial investment activities,"$568,453,393,226.55","$10,191,943.90",0.00%
+257,488,Bowling centers,"$4,651,609,193.39","$83,361.02",0.00%
+258,464,Other educational services,"$150,226,479,511.36","$2,688,168.43",0.00%
+259,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$377,231.51",0.00%
+260,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,321,745.00",0.00%
+261,471,Other ambulatory health care services,"$53,046,213,789.29","$945,899.45",0.00%
+262,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,740,321.45",0.00%
+263,394,Retail - General merchandise stores,"$308,393,207,557.39","$5,470,744.98",0.00%
+264,502,Other personal services,"$133,455,503,992.02","$2,359,641.66",0.00%
+265,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$441,042.31",0.00%
+266,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$960,714.34",0.00%
+267,499,Personal care services,"$99,129,280,065.60","$1,747,881.46",0.00%
+268,389,Retail - Food and beverage stores,"$340,025,954,447.09","$5,961,553.10",0.00%
+269,184,Plastics bottle manufacturing,"$20,649,244,775.09","$361,040.82",0.00%
+270,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$168,596.77",0.00%
+271,161,Fertilizer mixing,"$6,609,942,413.23","$115,135.32",0.00%
+272,466,Offices of dentists,"$187,241,521,354.72","$3,257,944.56",0.00%
+273,410,Software publishers,"$481,752,923,538.80","$8,373,657.46",0.00%
+274,425,Direct life insurance carriers,"$118,798,771,122.27","$2,064,573.88",0.00%
+275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,072,003.34",0.00%
+276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,618,833.69",0.00%
+277,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,281,414.35",0.00%
+278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,246,214.75",0.00%
+279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$714,796.75",0.00%
+280,465,Offices of physicians,"$710,425,690,758.33","$12,268,444.86",0.00%
+281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,243,609.63",0.00%
+282,467,Offices of other health practitioners,"$173,037,357,927.83","$2,979,831.00",0.00%
+283,396,Air transportation,"$328,394,890,891.02","$5,654,352.84",0.00%
+284,102,Wineries,"$27,858,635,866.29","$478,927.92",0.00%
+285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$3,497,662.10",0.00%
+286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,410,458.36",0.00%
+287,506,Labor and civic organizations,"$81,538,720,493.49","$1,398,037.71",0.00%
+288,143,All other converted paper product manufacturing,"$7,484,025,289.68","$127,194.98",0.00%
+289,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,261,430.80",0.00%
+290,468,Outpatient care centers,"$254,994,924,915.48","$4,327,960.23",0.00%
+291,470,Home health care services,"$148,884,219,821.65","$2,522,903.76",0.00%
+292,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$72,051.42",0.00%
+293,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$371,165.22",0.00%
+294,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,495,098.84",0.00%
+295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$703,590.15",0.00%
+296,65,Fats and oils refining and blending,"$27,186,577,576.39","$455,068.92",0.00%
+297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,704,886.03",0.00%
+298,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$540,509.55",0.00%
+299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$659,487.03",0.00%
+300,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$269,767.45",0.00%
+301,484,Amusement parks and arcades,"$27,154,350,236.67","$451,717.63",0.00%
+302,292,Other communications equipment manufacturing,"$8,476,374,888.63","$140,213.94",0.00%
+303,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$61,777.94",0.00%
+304,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,248,508.93",0.00%
+305,93,Other snack food manufacturing,"$38,904,968,131.82","$635,047.62",0.00%
+306,514,Local government passenger transit,"$14,082,847,680.82","$229,456.20",0.00%
+307,511,State government passenger transit,"$1,585,108,785.26","$25,826.67",0.00%
+308,401,Pipeline transportation,"$77,957,430,742.25","$1,268,909.50",0.00%
+309,101,Breweries,"$37,340,990,790.38","$607,515.12",0.00%
+310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,333,833.81",0.00%
+311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,312,549.52",0.00%
+312,103,Distilleries,"$24,706,251,736.01","$397,961.29",0.00%
+313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,395,078.40",0.00%
+314,108,Nonwoven fabric mills,"$8,073,560,162.60","$129,576.00",0.00%
+315,171,Surface active agent manufacturing,"$7,929,977,473.13","$125,813.36",0.00%
+316,91,Tortilla manufacturing,"$6,637,815,191.50","$104,934.73",0.00%
+317,100,Manufactured ice,"$1,531,542,683.93","$24,060.35",0.00%
+318,400,Transit and ground passenger transportation,"$169,895,344,811.88","$2,666,750.48",0.00%
+319,73,Frozen specialties manufacturing,"$29,906,861,739.21","$469,409.90",0.00%
+320,449,Veterinary services,"$71,596,357,121.77","$1,122,722.34",0.00%
+321,398,Water transportation,"$76,976,695,291.27","$1,205,335.44",0.00%
+322,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$4,402,009.65",0.00%
+323,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$212,338.01",0.00%
+324,67,Beet sugar manufacturing,"$4,964,816,518.93","$77,561.22",0.00%
+325,193,Glass container manufacturing,"$6,929,253,311.43","$108,042.19",0.00%
+326,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$310,858.97",0.00%
+327,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,195,815.14",0.00%
+328,444,Management consulting services,"$314,984,356,065.88","$4,900,114.48",0.00%
+329,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$207,261.93",0.00%
+330,111,Fabric coating mills,"$2,941,340,275.34","$45,688.25",0.00%
+331,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$201,564.31",0.00%
+332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$226,468.07",0.00%
+333,3,Vegetable and melon farming,"$30,885,272,746.48","$476,954.22",0.00%
+334,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$90,679.90",0.00%
+335,363,Dental laboratories,"$6,071,164,155.13","$93,707.51",0.00%
+336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$219,067.85",0.00%
+337,60,Flour milling,"$24,410,235,377.89","$375,682.00",0.00%
+338,106,Broadwoven fabric mills,"$6,004,476,568.14","$92,364.90",0.00%
+339,429,Other real estate,"$2,063,772,881,991.79","$31,723,221.23",0.00%
+340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$80,359.42",0.00%
+341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$205,813.15",0.00%
+342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$435,309.16",0.00%
+343,62,Malt manufacturing,"$1,609,185,168.11","$24,498.06",0.00%
+344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$105,414.56",0.00%
+345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$256,052.57",0.00%
+346,409,Greeting card publishing,"$620,260,994.43","$9,335.58",0.00%
+347,68,Sugar cane mills and refining,"$9,295,080,877.39","$139,494.67",0.00%
+348,415,Wired telecommunications carriers,"$312,303,330,075.70","$4,677,114.17",0.00%
+349,83,Poultry processing,"$105,186,301,944.41","$1,571,044.19",0.00%
+350,328,Motor home manufacturing,"$8,213,805,405.62","$122,598.68",0.00%
+351,434,Video tape and disc rental,"$2,056,888,651.68","$30,626.81",0.00%
+352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$96,143.35",0.00%
+353,59,Other animal food manufacturing,"$65,579,824,303.67","$969,938.27",0.00%
+354,98,All other food manufacturing,"$57,495,650,042.31","$843,218.37",0.00%
+355,18,Commercial hunting and trapping,"$1,457,086,312.35","$21,329.93",0.00%
+356,500,Death care services,"$21,907,750,073.48","$320,342.93",0.00%
+357,113,Curtain and linen mills,"$2,979,017,369.60","$43,549.41",0.00%
+358,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$105,806.81",0.00%
+359,77,Cheese manufacturing,"$78,758,678,813.71","$1,147,105.45",0.00%
+360,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$455,269.19",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$458,375.77",0.00%
+362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$340,564.12",0.00%
+363,117,Apparel knitting mills,"$1,078,135,943.04","$15,629.10",0.00%
+364,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$25,492.17",0.00%
+365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$663,279.92",0.00%
+366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$3,634,325.99",0.00%
+367,13,Poultry and egg production,"$78,014,200,034.51","$1,125,078.31",0.00%
+368,97,Spice and extract manufacturing,"$19,373,537,300.45","$279,293.66",0.00%
+369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$301,729.62",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$794,362.43",0.00%
+371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$119,538.67",0.00%
+372,4,Fruit farming,"$27,048,229,916.23","$379,019.69",0.00%
+373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$184,121.48",0.00%
+374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$37,133.83",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$210,081.94",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$3,600,406.42",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$811,398.69",0.00%
+378,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$97,368.01",0.00%
+379,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$54,909.26",0.00%
+380,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$105,121.94",0.00%
+381,122,Footwear manufacturing,"$3,007,443,476.76","$41,291.66",0.00%
+382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$35,596.24",0.00%
+383,344,Boat building,"$16,575,494,394.55","$227,172.25",0.00%
+384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$548,787.39",0.00%
+385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$255,727.12",0.00%
+386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$62,048.41",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$166,325.30",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$524,910.44",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$133,334.30",0.00%
+390,298,Electronic connector manufacturing,"$10,285,711,165.08","$137,759.66",0.00%
+391,114,Textile bag and canvas mills,"$5,249,055,341.28","$69,816.62",0.00%
+392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$79,074.87",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$506,280.46",0.00%
+394,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$219,664.61",0.00%
+395,85,Meat processed from carcasses,"$97,119,832,558.67","$1,281,987.99",0.00%
+396,104,Tobacco manufacturing,"$54,449,721,766.50","$717,795.95",0.00%
+397,2,Grain farming,"$92,515,635,807.06","$1,218,917.31",0.00%
+398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$140,824.40",0.00%
+399,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$156,887.11",0.00%
+400,430,Tenant-occupied housing,"$685,796,968,030.48","$8,928,957.80",0.00%
+401,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$98,374.91",0.00%
+402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$395,127.28",0.00%
+403,357,Mattress manufacturing,"$9,419,270,908.18","$120,935.87",0.00%
+404,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,596,912.66",0.00%
+405,20,Oil and gas extraction,"$440,054,943,164.76","$5,580,145.65",0.00%
+406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,555,080.65",0.00%
+407,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$199,496.72",0.00%
+408,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$183,136.84",0.00%
+409,411,Motion picture and video industries,"$175,387,116,345.71","$2,170,555.20",0.00%
+410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$229,424.76",0.00%
+411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$139,723.73",0.00%
+412,61,Rice milling,"$4,898,466,736.87","$58,327.51",0.00%
+413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$87,825.10",0.00%
+414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$246,802.06",0.00%
+415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$38,338.93",0.00%
+416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$428,655.58",0.00%
+417,318,Battery manufacturing,"$39,581,382,532.18","$454,282.56",0.00%
+418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$173,279.28",0.00%
+419,141,Stationery product manufacturing,"$6,277,104,685.19","$70,239.01",0.00%
+420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$5,359,866.58",0.00%
+421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$291,164.54",0.00%
+422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$339,232.30",0.00%
+423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$30,049.04",0.00%
+424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$24,902.95",0.00%
+425,1,Oilseed farming,"$49,937,187,262.22","$519,836.80",0.00%
+426,136,Pulp mills,"$4,388,558,617.42","$44,978.68",0.00%
+427,17,Commercial fishing,"$6,396,190,709.37","$65,375.36",0.00%
+428,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$376,703.85",0.00%
+429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$532,810.18",0.00%
+430,441,Custom computer programming services,"$369,576,048,122.11","$3,652,421.61",0.00%
+431,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$550,700.35",0.00%
+432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,294.37",0.00%
+433,373,Burial casket manufacturing,"$823,043,789.50","$7,829.44",0.00%
+434,442,Computer systems design services,"$372,342,526,925.07","$3,483,064.26",0.00%
+435,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$193,807.51",0.00%
+436,358,Blind and shade manufacturing,"$2,260,551,655.48","$20,966.07",0.00%
+437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$11,125.76",0.00%
+438,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$206,209.64",0.00%
+439,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$113,444.01",0.00%
+440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$151,849.42",0.00%
+441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$69,866.34",0.00%
+442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$11,676.30",0.00%
+443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$89,960.50",0.00%
+444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$352,810.79",0.00%
+445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$112,150.45",0.00%
+446,313,Major household appliance manufacturing,"$31,013,443,561.11","$233,087.25",0.00%
+447,5,Tree nut farming,"$10,840,952,356.98","$80,359.05",0.00%
+448,265,Industrial mold manufacturing,"$7,530,247,856.23","$54,795.80",0.00%
+449,112,Carpet and rug mills,"$11,693,395,459.88","$83,822.49",0.00%
+450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$102,347.24",0.00%
+451,287,Electronic computer manufacturing,"$59,399,365,371.42","$399,960.77",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$37,496.70",0.00%
+453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$34,475.90",0.00%
+454,368,Sign manufacturing,"$16,164,025,409.21","$95,883.39",0.00%
+455,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,820.55",0.00%
+456,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$51,985.34",0.00%
+457,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$37,786.22",0.00%
+458,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$24,359.08",0.00%
+459,370,Musical instrument manufacturing,"$2,442,378,807.18","$13,889.06",0.00%
+460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$209,998.66",0.00%
+461,268,Machine tool manufacturing,"$14,689,449,094.47","$82,125.12",0.00%
+462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$80,880.72",0.00%
+463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$82,274.47",0.00%
+464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$17,280.28",0.00%
+465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$32,875.19",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$61,537.88",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$162,409.64",0.00%
+468,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,304.46",0.00%
+469,446,Scientific research and development services,"$1,205,188,770,353.59","$4,435,475.65",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$68,314.79",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$24,380.46",0.00%
+472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$30,917.53",0.00%
+473,7,Tobacco farming,"$938,019,405.97","$2,872.52",0.00%
+474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$167,120.37",0.00%
+475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$29,894.34",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$24,781.86",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$68,757.26",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,263,260.77",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$59,122.27",0.00%
+480,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$10,682.89",0.00%
+481,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$10,949.37",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$18,378.81",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$13,812.17",0.00%
+484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$65,177.90",0.00%
+485,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$28,022.45",0.00%
+486,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$49,766.64",0.00%
+487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$40,981.94",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$21,529.17",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$72,928.79",0.00%
+490,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,335.26",0.00%
+491,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$38,076.76",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$4,924.41",0.00%
+493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$36,254.44",0.00%
+494,343,Ship building and repairing,"$36,749,502,389.40","$35,077.20",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$36,720.09",0.00%
+496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$14,736.37",0.00%
+497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$4,284.97",0.00%
+498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$7,241.95",0.00%
+499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$9,980.79",0.00%
+500,337,Aircraft manufacturing,"$153,008,468,478.69","$67,367.66",0.00%
+501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$24,929.09",0.00%
+502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$25,909.19",0.00%
+503,33,Other nonmetallic minerals services,"$3,066,411,048.87",$820.37,0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$3,484.05",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$1,972.40",0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,300.52",0.00%
+507,30,Drilling oil and gas wells,"$11,827,333,275.53",$207.92,0.00%
+508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+509,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+510,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+511,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+512,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+513,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+514,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+515,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+516,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+517,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+518,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+519,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+520,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+521,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+522,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+523,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+524,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+525,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+526,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+527,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+528,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/occupation_impacts_table.csv
new file mode 100644
index 0000000..ccd5bb0
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,145.60,137.91,"$23,928,116.26","$4,376,940.99","$28,305,057.25","323,277.68"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",41.27,39.60,"$8,887,632.03","$1,621,660.90","$10,509,292.93","88,632.08"
+11-3000,Operations Specialties Managers,102.11,98.85,"$20,784,712.06","$3,915,943.32","$24,700,655.38","219,440.59"
+11-9000,Other Management Occupations,178.77,170.85,"$18,623,299.41","$3,446,288.21","$22,069,587.62","383,281.96"
+13-1000,Business Operations Specialists,315.86,303.51,"$29,680,656.08","$5,433,991.39","$35,114,647.47","632,848.78"
+13-2000,Financial Specialists,94.52,91.25,"$12,015,085.26","$2,085,968.49","$14,101,053.75","189,329.93"
+15-1200,Computer Occupations,112.20,107.92,"$17,583,667.30","$3,020,732.15","$20,604,399.44","223,378.67"
+15-2000,Mathematical Science Occupations,9.54,9.20,"$1,564,113.29","$273,662.38","$1,837,775.67","18,892.17"
+17-1000,"Architects, Surveyors, and Cartographers",5.29,5.10,"$393,903.39","$65,263.87","$459,167.26","10,755.03"
+17-2000,Engineers,164.05,160.52,"$22,127,889.04","$4,574,587.93","$26,702,476.97","343,898.26"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",41.77,40.86,"$3,895,119.96","$813,181.89","$4,708,301.85","83,619.43"
+19-1000,Life Scientists,3.94,3.72,"$496,326.50","$91,545.78","$587,872.28","7,777.88"
+19-2000,Physical Scientists,3.42,3.31,"$481,279.59","$98,174.76","$579,454.34","6,884.35"
+19-3000,Social Scientists and Related Workers,1.94,1.80,"$214,761.64","$39,157.05","$253,918.69","3,557.81"
+19-4000,"Life, Physical, and Social Science Technicians",4.79,4.59,"$380,879.82","$80,096.74","$460,976.56","8,931.46"
+19-5000,Occupational Health and Safety Specialists and Technicians,12.72,12.31,"$958,079.67","$187,676.21","$1,145,755.88","25,902.48"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",27.63,24.84,"$1,623,049.76","$307,888.34","$1,930,938.10","48,154.51"
+21-2000,Religious Workers,13.12,11.36,"$619,206.09","$90,409.81","$709,615.90","25,911.50"
+23-1000,"Lawyers, Judges, and Related Workers",13.32,12.78,"$3,326,709.92","$565,656.37","$3,892,366.29","28,412.06"
+23-2000,Legal Support Workers,8.20,7.85,"$691,108.54","$116,279.72","$807,388.26","14,784.74"
+25-1000,Postsecondary Teachers,8.13,7.37,"$813,871.86","$182,330.80","$996,202.66","12,377.27"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",17.30,15.34,"$833,690.39","$166,955.81","$1,000,646.20","29,811.67"
+25-3000,Other Teachers and Instructors,11.57,10.34,"$473,733.01","$92,990.11","$566,723.12","14,953.63"
+25-4000,"Librarians, Curators, and Archivists",0.83,0.74,"$53,977.44","$9,924.54","$63,901.98","1,331.74"
+25-9000,Other Educational Instruction and Library Occupations,8.84,7.88,"$382,291.14","$74,641.93","$456,933.07","12,404.61"
+27-1000,Art and Design Workers,14.66,13.90,"$1,311,458.19","$227,962.98","$1,539,421.17","26,106.60"
+27-2000,"Entertainers and Performers, Sports and Related Workers",10.94,9.66,"$1,206,149.62","$209,959.84","$1,416,109.46","15,196.18"
+27-3000,Media and Communication Workers,13.51,12.71,"$1,549,561.03","$277,189.97","$1,826,751.00","24,806.27"
+27-4000,Media and Communication Equipment Workers,4.93,4.58,"$445,975.72","$79,726.21","$525,701.93","8,311.52"
+29-1000,Healthcare Diagnosing or Treating Practitioners,94.73,87.63,"$13,079,605.33","$2,573,449.77","$15,653,055.10","173,252.49"
+29-2000,Health Technologists and Technicians,46.61,42.84,"$2,983,872.82","$588,735.48","$3,572,608.30","82,861.50"
+29-9000,Other Healthcare Practitioners and Technical Occupations,1.87,1.74,"$152,966.42","$28,913.99","$181,880.41","3,524.80"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",90.29,80.93,"$2,956,985.74","$573,507.55","$3,530,493.29","140,594.12"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.13,2.87,"$154,773.65","$30,801.89","$185,575.55","4,702.29"
+31-9000,Other Healthcare Support Occupations,28.58,26.15,"$1,312,632.95","$249,777.60","$1,562,410.55","46,825.81"
+33-1000,Supervisors of Protective Service Workers,2.46,2.26,"$195,014.30","$35,678.92","$230,693.21","5,126.09"
+33-2000,Firefighting and Prevention Workers,1.34,1.23,"$69,328.39","$12,139.24","$81,467.63","3,344.43"
+33-3000,Law Enforcement Workers,0.53,0.49,"$35,767.94","$7,831.40","$43,599.35","1,178.75"
+33-9000,Other Protective Service Workers,45.27,41.49,"$2,180,012.88","$387,560.33","$2,567,573.20","75,905.25"
+35-1000,Supervisors of Food Preparation and Serving Workers,25.51,20.54,"$1,359,191.59","$195,256.01","$1,554,447.60","42,750.74"
+35-2000,Cooks and Food Preparation Workers,65.32,53.08,"$2,078,872.16","$306,751.23","$2,385,623.39","88,624.67"
+35-3000,Food and Beverage Serving Workers,134.19,107.94,"$3,638,491.24","$515,983.77","$4,154,475.01","147,301.86"
+35-9000,Other Food Preparation and Serving Related Workers,28.95,23.41,"$720,578.58","$102,495.86","$823,074.44","28,691.28"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.02,4.58,"$296,225.05","$51,400.07","$347,625.13","9,989.21"
+37-2000,Building Cleaning and Pest Control Workers,67.89,62.03,"$2,654,643.98","$472,310.42","$3,126,954.40","107,365.26"
+37-3000,Grounds Maintenance Workers,17.60,16.04,"$771,807.94","$135,623.19","$907,431.14","29,796.95"
+39-1000,Supervisors of Personal Care and Service Workers,3.51,3.07,"$218,812.89","$43,358.06","$262,170.94","6,116.44"
+39-2000,Animal Care and Service Workers,4.61,4.02,"$153,264.09","$23,351.34","$176,615.44","6,151.96"
+39-3000,Entertainment Attendants and Related Workers,10.85,9.35,"$342,252.62","$70,438.76","$412,691.38","11,840.14"
+39-4000,Funeral Service Workers,0.76,0.66,"$34,332.08","$4,930.93","$39,263.01","1,173.13"
+39-5000,Personal Appearance Workers,8.74,7.57,"$297,729.77","$44,191.24","$341,921.01","11,858.63"
+39-6000,"Baggage Porters, Bellhops, and Concierges",1.25,1.13,"$57,430.14","$9,831.84","$67,261.99","1,976.32"
+39-7000,Tour and Travel Guides,3.31,3.05,"$167,282.67","$30,147.99","$197,430.67","3,582.10"
+39-9000,Other Personal Care and Service Workers,21.31,18.45,"$585,660.59","$102,911.99","$688,572.59","24,835.00"
+41-1000,Supervisors of Sales Workers,27.70,25.05,"$2,275,294.39","$450,403.35","$2,725,697.73","54,842.07"
+41-2000,Retail Sales Workers,141.03,124.03,"$4,915,759.47","$1,018,254.69","$5,934,014.16","192,868.84"
+41-3000,"Sales Representatives, Services",53.10,50.71,"$5,583,616.40","$940,208.60","$6,523,825.00","105,952.47"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",82.39,79.91,"$9,425,109.94","$1,708,017.85","$11,133,127.79","173,884.75"
+41-9000,Other Sales and Related Workers,14.41,13.62,"$1,261,577.62","$225,203.66","$1,486,781.28","25,703.50"
+43-1000,Supervisors of Office and Administrative Support Workers,42.13,40.00,"$3,755,938.00","$720,215.17","$4,476,153.17","82,785.89"
+43-2000,Communications Equipment Operators,0.78,0.73,"$39,290.25","$7,154.72","$46,444.97","1,323.07"
+43-3000,Financial Clerks,82.15,78.24,"$4,781,154.47","$871,592.06","$5,652,746.52","146,144.37"
+43-4000,Information and Record Clerks,118.91,112.04,"$6,916,752.27","$1,272,356.40","$8,189,108.66","199,040.73"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",95.68,89.77,"$6,357,295.53","$1,661,292.43","$8,018,587.96","184,429.70"
+43-6000,Secretaries and Administrative Assistants,83.25,78.47,"$4,603,676.44","$837,139.82","$5,440,816.26","147,289.23"
+43-9000,Other Office and Administrative Support Workers,95.29,90.32,"$4,245,762.45","$773,045.60","$5,018,808.05","155,538.88"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.14,1.00,"$75,229.72","$17,607.15","$92,836.87","2,375.37"
+45-2000,Agricultural Workers,13.12,11.43,"$551,982.46","$123,234.42","$675,216.88","22,165.62"
+45-3000,Fishing and Hunting Workers,0.05,0.04,"$2,576.22",$820.64,"$3,396.85",75.98
+45-4000,"Forest, Conservation, and Logging Workers",1.29,1.15,"$80,389.86","$23,851.22","$104,241.08","2,708.83"
+47-1000,Supervisors of Construction and Extraction Workers,143.79,139.03,"$6,919,034.42","$1,214,345.51","$8,133,379.93","309,847.94"
+47-2000,Construction Trades Workers,455.01,439.85,"$16,802,080.51","$2,995,358.23","$19,797,438.74","859,972.10"
+47-3000,"Helpers, Construction Trades",10.32,9.97,"$253,853.14","$44,375.06","$298,228.20","16,858.44"
+47-4000,Other Construction and Related Workers,8.69,8.38,"$587,971.03","$116,207.46","$704,178.49","17,286.92"
+47-5000,Extraction Workers,17.26,16.96,"$493,894.70","$109,169.07","$603,063.77","41,226.02"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",23.18,21.99,"$2,426,759.29","$491,779.72","$2,918,539.01","51,445.86"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",12.57,11.81,"$1,043,574.32","$200,553.64","$1,244,127.96","26,011.27"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",61.63,56.69,"$4,446,723.72","$836,143.74","$5,282,867.46","124,705.08"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",136.49,130.87,"$10,505,932.98","$2,137,776.09","$12,643,709.08","279,946.89"
+51-1000,Supervisors of Production Workers,57.65,56.46,"$6,145,158.40","$1,327,611.23","$7,472,769.63","128,141.40"
+51-2000,Assemblers and Fabricators,230.87,226.67,"$15,467,070.67","$3,307,724.48","$18,774,795.16","453,464.38"
+51-3000,Food Processing Workers,13.18,12.04,"$621,725.06","$131,296.77","$753,021.83","23,556.47"
+51-4000,Metal Workers and Plastic Workers,269.06,264.21,"$19,768,515.07","$4,225,057.99","$23,993,573.06","557,063.02"
+51-5100,Printing Workers,4.92,4.76,"$282,933.60","$56,647.31","$339,580.91","9,209.98"
+51-6000,"Textile, Apparel, and Furnishings Workers",9.39,8.66,"$424,401.52","$76,290.43","$500,691.95","16,174.86"
+51-7000,Woodworkers,6.25,6.05,"$340,199.47","$70,613.47","$410,812.94","12,184.65"
+51-8000,Plant and System Operators,6.21,6.06,"$639,804.12","$185,363.49","$825,167.61","13,119.90"
+51-9000,Other Production Occupations,177.55,173.33,"$12,530,969.87","$2,678,875.88","$15,209,845.75","352,858.93"
+53-1000,Supervisors of Transportation and Material Moving Workers,18.84,17.79,"$1,606,759.38","$315,998.31","$1,922,757.69","40,087.33"
+53-2000,Air Transportation Workers,5.39,5.06,"$1,003,506.40","$247,998.65","$1,251,505.05","9,883.22"
+53-3000,Motor Vehicle Operators,122.25,114.64,"$7,631,043.29","$1,639,041.59","$9,270,084.89","243,901.26"
+53-4000,Rail Transportation Workers,3.75,3.52,"$316,627.37","$95,496.48","$412,123.85","8,937.45"
+53-5000,Water Transportation Workers,5.39,5.04,"$506,295.03","$97,263.59","$603,558.62","12,605.76"
+53-6000,Other Transportation Workers,6.89,6.14,"$304,211.30","$57,251.19","$361,462.49","10,587.78"
+53-7000,Material Moving Workers,237.39,224.43,"$12,266,154.52","$2,344,773.84","$14,610,928.36","403,621.71"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/tax_results.csv
new file mode 100644
index 0000000..aa7f9c7
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$1,346,491.43","$1,107,532.04","$779,860.78","$7,183,383.32","$42,836,179.66","$53,253,447.23"
+2 - Indirect,"$3,622,266.46","$3,534,416.19","$2,371,573.23","$12,476,530.87","$40,895,500.03","$62,900,286.78"
+3 - Induced,"$4,899,990.46","$4,888,735.05","$3,259,995.45","$15,536,646.63","$39,984,527.70","$68,569,895.29"
+,"$9,868,748.36","$9,530,683.28","$6,411,429.45","$35,196,560.83","$123,716,207.38","$184,723,629.30"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..84a38e7
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,866,670.43"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,461.40"
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,072.05"
+4,224,Nonferrous forging,"$5,015,019,698.50","$5,923,974.68"
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,743,743.12"
+6,223,Iron and steel forging,"$12,167,051,489.94","$12,417,145.51"
+7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00"
+8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,082,855.13"
+9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,011,914.91"
+10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,344,991.50"
+11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,294,760.22"
+12,221,Custom roll forming,"$3,403,758,221.65","$1,020,387.45"
+13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,283,993.55"
+14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,974,416.22"
+15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,032,294.93"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/direct_leakages.csv
new file mode 100644
index 0000000..620c16d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+$-0.00,N/A,"$207,100,246.43"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..1ab93f3
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,"1,737.14","$191,521,532.68","$260,286,269.93","$649,946,184.93"
+2 - Indirect,"1,745.18","$171,195,567.15","$282,000,977.01","$617,812,388.74"
+3 - Induced,"2,229.79","$160,636,655.45","$301,859,611.37","$511,876,015.61"
+,"5,712.11","$523,353,755.29","$844,146,858.31","$1,779,634,589.28"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..4b4e513
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,868,142.75",5.64%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,500.23",1.81%
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,363.81",0.14%
+4,224,Nonferrous forging,"$5,015,019,698.50","$5,924,498.48",0.12%
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,760,058.77",0.11%
+6,223,Iron and steel forging,"$12,167,051,489.94","$12,418,321.44",0.10%
+7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00",0.10%
+8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,096,763.33",0.05%
+9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,014,213.01",0.05%
+10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,345,166.44",0.04%
+11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,294,954.93",0.04%
+12,221,Custom roll forming,"$3,403,758,221.65","$1,020,706.46",0.03%
+13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,284,288.43",0.03%
+14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,974,949.95",0.03%
+15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,034,348.01",0.03%
+16,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$37,731,661.58",0.03%
+17,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,850,955.20",0.03%
+18,21,Coal mining,"$40,369,797,410.22","$9,308,145.97",0.02%
+19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,310,431.56",0.02%
+20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,564,111.30",0.02%
+21,23,Iron ore mining,"$4,242,665,589.12","$850,215.41",0.02%
+22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,004,559.02",0.02%
+23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,891,983.27",0.02%
+24,241,Metal heat treating,"$6,751,197,386.48","$1,172,599.98",0.02%
+25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,070,035.53",0.02%
+26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,613,788.61",0.02%
+27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,198,160.97",0.02%
+28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,159,211.56",0.02%
+29,239,Machine shops,"$58,418,188,845.25","$8,803,122.72",0.02%
+30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,715,999.91",0.01%
+31,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,084,306.57",0.01%
+32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$613,859.27",0.01%
+33,235,Metal cans manufacturing,"$27,208,678,262.97","$3,759,091.10",0.01%
+34,229,Plate work manufacturing,"$15,417,788,320.32","$2,080,490.87",0.01%
+35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$34,211,075.62",0.01%
+36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$795,983.97",0.01%
+37,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,819,718.70",0.01%
+38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,767,433.34",0.01%
+39,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,683,124.95",0.01%
+40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,443,802.24",0.01%
+41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$1,995,303.29",0.01%
+42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,709,487.29",0.01%
+43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,634,881.23",0.01%
+44,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$779,188.46",0.01%
+45,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,273,611.21",0.01%
+46,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,589,334.65",0.01%
+47,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$434,146.16",0.01%
+48,109,Knit fabric mills,"$1,209,761,149.04","$101,559.50",0.01%
+49,175,Custom compounding of purchased resins,"$12,008,896,270.80","$999,715.81",0.01%
+50,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$555,715.77",0.01%
+51,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$929,952.32",0.01%
+52,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$553,122.42",0.01%
+53,210,Steel wire drawing,"$6,965,034,108.99","$530,279.59",0.01%
+54,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$555,424.32",0.01%
+55,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,588,155.35",0.01%
+56,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$32,685,286.59",0.01%
+57,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,142,471.23",0.01%
+58,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$13,910,707.10",0.01%
+59,311,Lighting fixture manufacturing,"$13,551,146,025.36","$916,731.83",0.01%
+60,238,Spring and wire product manufacturing,"$14,446,923,138.19","$972,262.21",0.01%
+61,200,Lime manufacturing,"$3,411,426,132.51","$223,162.27",0.01%
+62,201,Gypsum product manufacturing,"$10,849,873,573.69","$707,191.63",0.01%
+63,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,053,214.38",0.01%
+64,460,Other support services,"$93,493,521,065.46","$5,785,634.33",0.01%
+65,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$1,633,140.11",0.01%
+66,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$568,185.91",0.01%
+67,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,173,235.78",0.01%
+68,226,Handtool manufacturing,"$9,269,806,810.85","$548,808.82",0.01%
+69,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$444,550.65",0.01%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$1,928,550.30",0.01%
+71,195,Cement manufacturing,"$16,124,794,202.42","$883,325.81",0.01%
+72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$83,017.88",0.01%
+73,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$274,205.63",0.01%
+74,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$710,257.74",0.01%
+75,138,Paperboard mills,"$37,769,326,092.36","$1,999,933.12",0.01%
+76,188,Other rubber product manufacturing,"$18,947,852,104.12","$996,302.93",0.01%
+77,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,366,511.35",0.01%
+78,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$2,883,247.29",0.00%
+79,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$362,114.93",0.00%
+80,131,"Other millwork, including flooring","$11,872,958,758.31","$587,973.31",0.00%
+81,32,Metal mining services,"$2,048,448,774.82","$98,584.94",0.00%
+82,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$536,428.56",0.00%
+83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$16,396,647.62",0.00%
+84,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,062,881.71",0.00%
+85,174,Explosives manufacturing,"$3,336,015,892.42","$153,778.90",0.00%
+86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$408,164.98",0.00%
+87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,355,695.57",0.00%
+88,125,Wood preservation,"$12,385,421,188.04","$541,924.30",0.00%
+89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$498,965.82",0.00%
+90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$403,504.13",0.00%
+91,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,258,058.35",0.00%
+92,129,Wood windows and door manufacturing,"$22,029,620,673.99","$940,428.74",0.00%
+93,124,Sawmills,"$42,023,969,480.44","$1,776,446.85",0.00%
+94,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,121,439.19",0.00%
+95,451,Management of companies and enterprises,"$819,034,418,120.62","$34,282,683.29",0.00%
+96,27,Sand and gravel mining,"$15,322,656,295.20","$639,064.96",0.00%
+97,24,Gold ore and silver ore mining,"$14,012,282,637.55","$580,762.52",0.00%
+98,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$228,502.71",0.00%
+99,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$359,055.22",0.00%
+100,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$418,482.81",0.00%
+101,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,045,387.40",0.00%
+102,397,Rail transportation,"$92,013,918,170.42","$3,691,733.19",0.00%
+103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$48,742.78",0.00%
+104,186,Tire manufacturing,"$25,656,100,926.70","$1,019,120.68",0.00%
+105,299,Other electronic component manufacturing,"$20,043,941,097.34","$796,031.17",0.00%
+106,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$343,309.58",0.00%
+107,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$665,467.51",0.00%
+108,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,334,340.41",0.00%
+109,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$6,260,817.71",0.00%
+110,455,Business support services,"$98,531,422,147.59","$3,719,292.53",0.00%
+111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$717,530.61",0.00%
+112,457,Investigation and security services,"$87,760,959,501.87","$3,264,728.93",0.00%
+113,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$591,765.86",0.00%
+114,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$494,915.65",0.00%
+115,399,Truck transportation,"$517,459,714,328.88","$18,869,666.62",0.00%
+116,16,Commercial logging,"$9,708,016,677.17","$353,107.20",0.00%
+117,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$1,881,162.54",0.00%
+118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$1,723,663.25",0.00%
+119,454,Employment services,"$472,021,118,180.87","$16,430,408.30",0.00%
+120,508,Postal service,"$82,216,438,935.22","$2,803,279.47",0.00%
+121,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$901,748.25",0.00%
+122,191,Flat glass manufacturing,"$5,646,246,245.84","$190,163.62",0.00%
+123,25,Other metal ore mining,"$4,177,930,861.03","$140,675.25",0.00%
+124,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$87,602.92",0.00%
+125,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$2,740,406.26",0.00%
+126,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,412,549.98",0.00%
+127,237,Hardware manufacturing,"$11,360,442,824.27","$369,594.78",0.00%
+128,26,Stone mining and quarrying,"$22,604,707,721.04","$734,537.36",0.00%
+129,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$195,996.16",0.00%
+130,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$178,499.07",0.00%
+131,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$200,052.02",0.00%
+132,404,Warehousing and storage,"$196,283,203,045.69","$6,162,014.58",0.00%
+133,509,Federal electric utilities,"$15,278,393,331.48","$476,069.86",0.00%
+134,403,Couriers and messengers,"$147,389,575,412.04","$4,586,864.36",0.00%
+135,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$306,297.72",0.00%
+136,515,Local government electric utilities,"$63,242,600,402.80","$1,962,444.74",0.00%
+137,512,State government electric utilities,"$2,138,213,300.81","$66,299.25",0.00%
+138,41,Electric power generation - All other,"$598,610,063.76","$18,517.06",0.00%
+139,39,Electric power generation - Geothermal,"$1,089,212,605.47","$33,693.07",0.00%
+140,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,503,370.06",0.00%
+141,37,Electric power generation - Solar,"$15,183,687,778.59","$469,683.37",0.00%
+142,38,Electric power generation - Wind,"$31,436,960,621.21","$972,452.66",0.00%
+143,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$4,950,535.73",0.00%
+144,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$344,916.89",0.00%
+145,40,Electric power generation - Biomass,"$3,248,354,871.06","$100,482.72",0.00%
+146,42,Electric power transmission and distribution,"$454,802,637,163.46","$14,057,788.23",0.00%
+147,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$112,757.33",0.00%
+148,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$170,965.14",0.00%
+149,453,Facilities support services,"$38,362,646,138.12","$1,171,985.58",0.00%
+150,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$564,067.15",0.00%
+151,440,Specialized design services,"$61,729,364,047.76","$1,856,335.91",0.00%
+152,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$245,409.62",0.00%
+153,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$6,583,012.12",0.00%
+154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$2,987,297.85",0.00%
+155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,086,598.25",0.00%
+156,173,Printing ink manufacturing,"$4,197,932,161.56","$116,305.09",0.00%
+157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$618,544.19",0.00%
+158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,007,828.19",0.00%
+159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$9,059,212.69",0.00%
+160,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$132,544.50",0.00%
+161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$423,890.12",0.00%
+162,205,Mineral wool manufacturing,"$10,606,371,397.91","$280,359.31",0.00%
+163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$450,200.02",0.00%
+164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$353,307.02",0.00%
+165,168,Adhesive manufacturing,"$19,417,045,098.31","$489,528.18",0.00%
+166,447,"Advertising, public relations, and related services","$221,366,844,538.02","$5,534,587.46",0.00%
+167,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$94,888.98",0.00%
+168,321,Wiring device manufacturing,"$23,088,452,099.69","$575,323.05",0.00%
+169,116,Other textile product mills,"$5,849,355,190.48","$145,162.50",0.00%
+170,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$6,234,002.29",0.00%
+171,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$189,847.49",0.00%
+172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$14,234,305.93",0.00%
+173,151,Petrochemical manufacturing,"$213,898,809,710.92","$5,183,286.52",0.00%
+174,43,Natural gas distribution,"$112,805,479,068.56","$2,700,687.75",0.00%
+175,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$729,432.56",0.00%
+176,137,Paper mills,"$44,700,830,052.02","$1,061,774.62",0.00%
+177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$3,739,058.98",0.00%
+178,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$6,600,303.71",0.00%
+179,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,361,343.39",0.00%
+180,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$6,104,739.01",0.00%
+181,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$9,450,783.04",0.00%
+182,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,464,359.56",0.00%
+183,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$2,961,737.55",0.00%
+184,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$5,021,524.58",0.00%
+185,413,Radio and television broadcasting,"$126,652,960,389.18","$2,828,877.70",0.00%
+186,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$8,210,288.99",0.00%
+187,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$26,316.86",0.00%
+188,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$5,087,595.50",0.00%
+189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,085,264.26",0.00%
+190,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$178,418.93",0.00%
+191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$930,845.55",0.00%
+192,110,Textile and fabric finishing mills,"$5,488,614,083.97","$119,454.29",0.00%
+193,448,Photographic services,"$18,611,681,469.69","$404,951.31",0.00%
+194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$10,808,074.18",0.00%
+195,458,Services to buildings,"$184,887,389,840.19","$4,001,874.44",0.00%
+196,437,Legal services,"$482,145,097,198.44","$10,319,868.29",0.00%
+197,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$22,266,862.22",0.00%
+198,144,Printing,"$93,711,787,715.49","$1,980,336.71",0.00%
+199,452,Office administrative services,"$100,789,973,631.90","$2,116,998.12",0.00%
+200,418,"Data processing, hosting, and related services","$490,713,862,620.46","$10,280,691.71",0.00%
+201,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$6,299,032.77",0.00%
+202,406,Periodical publishers,"$28,726,880,599.05","$597,168.47",0.00%
+203,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$5,350,309.67",0.00%
+204,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$6,385,454.53",0.00%
+205,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$107,327.12",0.00%
+206,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$467,640.02",0.00%
+207,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$8,338,523.58",0.00%
+208,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,609,505.23",0.00%
+209,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$1,860,601.17",0.00%
+210,405,Newspaper publishers,"$23,494,267,330.25","$480,102.09",0.00%
+211,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$903,057.16",0.00%
+212,456,Travel arrangement and reservation services,"$92,038,956,694.17","$1,862,345.58",0.00%
+213,414,Cable and other subscription programming,"$129,841,466,724.49","$2,620,329.24",0.00%
+214,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,249,801.05",0.00%
+215,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,080,797.33",0.00%
+216,478,Performing arts companies,"$40,958,746,144.37","$813,616.68",0.00%
+217,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$79,721.60",0.00%
+218,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$8,591,926.51",0.00%
+219,145,Support activities for printing,"$3,010,426,339.58","$59,566.57",0.00%
+220,10,All other crop farming,"$22,224,392,154.07","$428,877.98",0.00%
+221,44,"Water, sewage and other systems","$20,702,504,339.27","$398,716.22",0.00%
+222,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$153,648.73",0.00%
+223,495,Car washes,"$35,373,724,638.09","$681,067.11",0.00%
+224,505,Business and professional associations,"$73,615,227,688.04","$1,416,732.71",0.00%
+225,493,All other food and drinking places,"$276,447,241,992.94","$5,311,607.01",0.00%
+226,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$305,699.45",0.00%
+227,461,Waste management and remediation services,"$177,999,302,351.73","$3,406,540.05",0.00%
+228,490,Other accommodations,"$16,436,225,502.96","$314,058.77",0.00%
+229,491,Full-service restaurants,"$600,936,370,418.40","$11,457,043.93",0.00%
+230,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$179,693.33",0.00%
+231,426,"Insurance carriers, except direct life","$763,623,938,208.92","$14,439,011.48",0.00%
+232,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$495,269.23",0.00%
+233,510,Other federal government enterprises,"$6,854,090,185.53","$128,853.66",0.00%
+234,63,Wet corn milling,"$38,891,507,770.56","$731,075.37",0.00%
+235,146,Petroleum refineries,"$685,338,713,966.20","$12,880,972.85",0.00%
+236,513,Other state government enterprises,"$26,495,170,772.45","$497,267.30",0.00%
+237,516,Other local government enterprises,"$353,931,726,040.53","$6,637,207.59",0.00%
+238,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,348,594.05",0.00%
+239,487,Fitness and recreational sports centers,"$40,757,208,080.88","$758,221.56",0.00%
+240,459,Landscape and horticultural services,"$165,786,078,305.71","$3,081,783.67",0.00%
+241,462,Elementary and secondary schools,"$74,365,925,030.62","$1,377,708.84",0.00%
+242,476,Child day care services,"$86,623,931,960.28","$1,602,172.24",0.00%
+243,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,351,542.06",0.00%
+244,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,387,767.27",0.00%
+245,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$639,979.59",0.00%
+246,507,Private households,"$27,265,934,911.83","$502,250.18",0.00%
+247,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$177,025.93",0.00%
+248,475,Individual and family services,"$197,385,106,011.81","$3,621,210.74",0.00%
+249,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,089,474.74",0.00%
+250,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$952,601.67",0.00%
+251,161,Fertilizer mixing,"$6,609,942,413.23","$120,939.59",0.00%
+252,503,Religious organizations,"$160,924,588,099.97","$2,942,991.53",0.00%
+253,472,Hospitals,"$1,246,642,306,210.30","$22,758,558.29",0.00%
+254,480,Racing and Track Operation,"$2,466,251,193.93","$44,846.07",0.00%
+255,424,Other financial investment activities,"$568,453,393,226.55","$10,332,720.00",0.00%
+256,431,Owner-occupied housing,"$2,353,458,000,000.00","$42,584,828.48",0.00%
+257,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$464,965.69",0.00%
+258,492,Limited-service restaurants,"$662,772,350,208.32","$11,977,977.21",0.00%
+259,488,Bowling centers,"$4,651,609,193.39","$83,710.40",0.00%
+260,464,Other educational services,"$150,226,479,511.36","$2,699,419.77",0.00%
+261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$378,809.12",0.00%
+262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,335,622.38",0.00%
+263,471,Other ambulatory health care services,"$53,046,213,789.29","$949,839.76",0.00%
+264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,747,559.70",0.00%
+265,394,Retail - General merchandise stores,"$308,393,207,557.39","$5,493,955.04",0.00%
+266,502,Other personal services,"$133,455,503,992.02","$2,369,499.17",0.00%
+267,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$442,739.86",0.00%
+268,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$964,351.95",0.00%
+269,499,Personal care services,"$99,129,280,065.60","$1,755,186.68",0.00%
+270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$5,986,756.71",0.00%
+271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$362,439.46",0.00%
+272,466,Offices of dentists,"$187,241,521,354.72","$3,271,545.81",0.00%
+273,425,Direct life insurance carriers,"$118,798,771,122.27","$2,073,224.84",0.00%
+274,410,Software publishers,"$481,752,923,538.80","$8,405,568.18",0.00%
+275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,076,852.20",0.00%
+276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,626,090.52",0.00%
+277,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,286,774.68",0.00%
+278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,256,148.96",0.00%
+279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$717,939.52",0.00%
+280,465,Offices of physicians,"$710,425,690,758.33","$12,319,706.52",0.00%
+281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,248,060.59",0.00%
+282,467,Offices of other health practitioners,"$173,037,357,927.83","$2,992,294.08",0.00%
+283,396,Air transportation,"$328,394,890,891.02","$5,678,280.31",0.00%
+284,102,Wineries,"$27,858,635,866.29","$480,933.93",0.00%
+285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$3,512,664.60",0.00%
+286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,425,036.19",0.00%
+287,506,Labor and civic organizations,"$81,538,720,493.49","$1,403,882.32",0.00%
+288,143,All other converted paper product manufacturing,"$7,484,025,289.68","$127,640.34",0.00%
+289,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,279,273.52",0.00%
+290,468,Outpatient care centers,"$254,994,924,915.48","$4,346,051.47",0.00%
+291,470,Home health care services,"$148,884,219,821.65","$2,533,443.92",0.00%
+292,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$72,272.46",0.00%
+293,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,504,086.72",0.00%
+294,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$372,757.75",0.00%
+295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$706,528.32",0.00%
+296,65,Fats and oils refining and blending,"$27,186,577,576.39","$456,959.13",0.00%
+297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,711,986.74",0.00%
+298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$270,993.25",0.00%
+299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$662,262.35",0.00%
+300,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$540,681.66",0.00%
+301,484,Amusement parks and arcades,"$27,154,350,236.67","$453,625.04",0.00%
+302,292,Other communications equipment manufacturing,"$8,476,374,888.63","$140,680.63",0.00%
+303,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$61,898.54",0.00%
+304,401,Pipeline transportation,"$77,957,430,742.25","$1,281,322.04",0.00%
+305,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,253,374.07",0.00%
+306,93,Other snack food manufacturing,"$38,904,968,131.82","$637,699.22",0.00%
+307,514,Local government passenger transit,"$14,082,847,680.82","$230,462.22",0.00%
+308,511,State government passenger transit,"$1,585,108,785.26","$25,939.90",0.00%
+309,101,Breweries,"$37,340,990,790.38","$610,050.47",0.00%
+310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,351,340.37",0.00%
+311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,318,026.82",0.00%
+312,103,Distilleries,"$24,706,251,736.01","$399,628.55",0.00%
+313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,400,888.27",0.00%
+314,108,Nonwoven fabric mills,"$8,073,560,162.60","$130,107.40",0.00%
+315,171,Surface active agent manufacturing,"$7,929,977,473.13","$126,267.16",0.00%
+316,91,Tortilla manufacturing,"$6,637,815,191.50","$105,372.91",0.00%
+317,398,Water transportation,"$76,976,695,291.27","$1,215,745.89",0.00%
+318,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$205,516.72",0.00%
+319,100,Manufactured ice,"$1,531,542,683.93","$24,160.71",0.00%
+320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$2,678,337.08",0.00%
+321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$471,370.49",0.00%
+322,449,Veterinary services,"$71,596,357,121.77","$1,127,408.40",0.00%
+323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$4,419,659.43",0.00%
+324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$213,223.81",0.00%
+325,67,Beet sugar manufacturing,"$4,964,816,518.93","$77,884.76",0.00%
+326,193,Glass container manufacturing,"$6,929,253,311.43","$108,504.51",0.00%
+327,444,Management consulting services,"$314,984,356,065.88","$4,925,171.65",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$312,158.40",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,200,810.36",0.00%
+330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$208,126.59",0.00%
+331,111,Fabric coating mills,"$2,941,340,275.34","$45,823.07",0.00%
+332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$227,412.50",0.00%
+333,3,Vegetable and melon farming,"$30,885,272,746.48","$478,945.73",0.00%
+334,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$91,087.34",0.00%
+335,363,Dental laboratories,"$6,071,164,155.13","$94,098.71",0.00%
+336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$219,985.74",0.00%
+337,60,Flour milling,"$24,410,235,377.89","$377,250.72",0.00%
+338,106,Broadwoven fabric mills,"$6,004,476,568.14","$92,744.50",0.00%
+339,429,Other real estate,"$2,063,772,881,991.79","$31,850,478.03",0.00%
+340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$80,694.86",0.00%
+341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$206,671.84",0.00%
+342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$437,404.87",0.00%
+343,62,Malt manufacturing,"$1,609,185,168.11","$24,600.39",0.00%
+344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$105,847.93",0.00%
+345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$257,120.63",0.00%
+346,409,Greeting card publishing,"$620,260,994.43","$9,374.80",0.00%
+347,68,Sugar cane mills and refining,"$9,295,080,877.39","$140,076.40",0.00%
+348,415,Wired telecommunications carriers,"$312,303,330,075.70","$4,695,033.61",0.00%
+349,83,Poultry processing,"$105,186,301,944.41","$1,577,602.97",0.00%
+350,328,Motor home manufacturing,"$8,213,805,405.62","$123,105.30",0.00%
+351,434,Video tape and disc rental,"$2,056,888,651.68","$30,754.74",0.00%
+352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$96,544.96",0.00%
+353,59,Other animal food manufacturing,"$65,579,824,303.67","$974,042.90",0.00%
+354,98,All other food manufacturing,"$57,495,650,042.31","$846,738.40",0.00%
+355,18,Commercial hunting and trapping,"$1,457,086,312.35","$21,418.94",0.00%
+356,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$459,289.81",0.00%
+357,500,Death care services,"$21,907,750,073.48","$321,676.28",0.00%
+358,113,Curtain and linen mills,"$2,979,017,369.60","$43,729.72",0.00%
+359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$106,248.26",0.00%
+360,77,Cheese manufacturing,"$78,758,678,813.71","$1,151,900.39",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$460,284.35",0.00%
+362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$341,992.65",0.00%
+363,117,Apparel knitting mills,"$1,078,135,943.04","$15,693.22",0.00%
+364,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$25,599.95",0.00%
+365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$666,047.53",0.00%
+366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$3,649,481.99",0.00%
+367,13,Poultry and egg production,"$78,014,200,034.51","$1,129,776.18",0.00%
+368,97,Spice and extract manufacturing,"$19,373,537,300.45","$280,461.04",0.00%
+369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$302,589.08",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$797,687.41",0.00%
+371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$119,936.01",0.00%
+372,4,Fruit farming,"$27,048,229,916.23","$380,604.21",0.00%
+373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$184,894.45",0.00%
+374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$37,289.63",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$210,959.54",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$3,615,382.79",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$814,790.79",0.00%
+378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$55,146.79",0.00%
+379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$105,558.40",0.00%
+380,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$97,692.35",0.00%
+381,122,Footwear manufacturing,"$3,007,443,476.76","$41,462.16",0.00%
+382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$35,740.44",0.00%
+383,344,Boat building,"$16,575,494,394.55","$228,130.20",0.00%
+384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$551,089.32",0.00%
+385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$256,795.52",0.00%
+386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$62,318.03",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$167,019.89",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$527,124.86",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$133,893.70",0.00%
+390,298,Electronic connector manufacturing,"$10,285,711,165.08","$138,065.44",0.00%
+391,114,Textile bag and canvas mills,"$5,249,055,341.28","$70,126.77",0.00%
+392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$79,397.17",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$508,397.76",0.00%
+394,85,Meat processed from carcasses,"$97,119,832,558.67","$1,287,338.28",0.00%
+395,104,Tobacco manufacturing,"$54,449,721,766.50","$720,779.41",0.00%
+396,2,Grain farming,"$92,515,635,807.06","$1,223,857.87",0.00%
+397,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$219,920.40",0.00%
+398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$141,411.15",0.00%
+399,430,Tenant-occupied housing,"$685,796,968,030.48","$8,966,121.44",0.00%
+400,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$157,053.13",0.00%
+401,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$98,785.68",0.00%
+402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$396,794.76",0.00%
+403,357,Mattress manufacturing,"$9,419,270,908.18","$121,434.47",0.00%
+404,20,Oil and gas extraction,"$440,054,943,164.76","$5,632,111.13",0.00%
+405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,603,588.58",0.00%
+406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,561,584.96",0.00%
+407,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$200,116.52",0.00%
+408,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$183,951.91",0.00%
+409,411,Motion picture and video industries,"$175,387,116,345.71","$2,179,283.17",0.00%
+410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$230,407.30",0.00%
+411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$140,308.09",0.00%
+412,61,Rice milling,"$4,898,466,736.87","$58,570.94",0.00%
+413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$88,195.46",0.00%
+414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$247,841.25",0.00%
+415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$38,497.26",0.00%
+416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$430,537.12",0.00%
+417,318,Battery manufacturing,"$39,581,382,532.18","$455,950.30",0.00%
+418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$173,911.50",0.00%
+419,141,Stationery product manufacturing,"$6,277,104,685.19","$70,503.73",0.00%
+420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$5,402,263.00",0.00%
+421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$292,397.81",0.00%
+422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$340,579.36",0.00%
+423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$30,185.94",0.00%
+424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$25,005.71",0.00%
+425,1,Oilseed farming,"$49,937,187,262.22","$521,862.34",0.00%
+426,136,Pulp mills,"$4,388,558,617.42","$45,093.01",0.00%
+427,17,Commercial fishing,"$6,396,190,709.37","$65,651.78",0.00%
+428,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$376,785.17",0.00%
+429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$533,891.16",0.00%
+430,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$557,183.40",0.00%
+431,441,Custom computer programming services,"$369,576,048,122.11","$3,663,864.28",0.00%
+432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,308.57",0.00%
+433,373,Burial casket manufacturing,"$823,043,789.50","$7,862.10",0.00%
+434,442,Computer systems design services,"$372,342,526,925.07","$3,494,491.86",0.00%
+435,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$194,037.43",0.00%
+436,358,Blind and shade manufacturing,"$2,260,551,655.48","$21,052.12",0.00%
+437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$11,172.59",0.00%
+438,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$206,406.30",0.00%
+439,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$113,899.21",0.00%
+440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$152,484.35",0.00%
+441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$70,117.57",0.00%
+442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$11,725.66",0.00%
+443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$90,047.08",0.00%
+444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$353,768.90",0.00%
+445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$112,621.09",0.00%
+446,313,Major household appliance manufacturing,"$31,013,443,561.11","$233,921.34",0.00%
+447,5,Tree nut farming,"$10,840,952,356.98","$80,694.89",0.00%
+448,265,Industrial mold manufacturing,"$7,530,247,856.23","$54,943.78",0.00%
+449,112,Carpet and rug mills,"$11,693,395,459.88","$84,078.87",0.00%
+450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$102,777.39",0.00%
+451,287,Electronic computer manufacturing,"$59,399,365,371.42","$400,489.23",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$37,620.79",0.00%
+453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$34,545.95",0.00%
+454,368,Sign manufacturing,"$16,164,025,409.21","$96,209.97",0.00%
+455,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,823.10",0.00%
+456,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$24,688.29",0.00%
+457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$51,991.13",0.00%
+458,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$37,796.68",0.00%
+459,370,Musical instrument manufacturing,"$2,442,378,807.18","$13,948.34",0.00%
+460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$210,575.28",0.00%
+461,268,Machine tool manufacturing,"$14,689,449,094.47","$82,196.29",0.00%
+462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$81,216.49",0.00%
+463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$82,582.77",0.00%
+464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$17,359.45",0.00%
+465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$33,066.83",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$61,682.75",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$163,018.33",0.00%
+468,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,313.55",0.00%
+469,446,Scientific research and development services,"$1,205,188,770,353.59","$4,458,388.66",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$68,435.19",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$24,426.01",0.00%
+472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$31,002.90",0.00%
+473,7,Tobacco farming,"$938,019,405.97","$2,884.51",0.00%
+474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$167,770.49",0.00%
+475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$30,053.72",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$24,870.47",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$68,863.54",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,268,480.46",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$59,366.26",0.00%
+480,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$10,717.84",0.00%
+481,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$10,991.31",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$18,433.33",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$13,844.13",0.00%
+484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$65,201.28",0.00%
+485,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$28,056.44",0.00%
+486,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$49,976.01",0.00%
+487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$41,085.20",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$21,547.14",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$73,074.81",0.00%
+490,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,344.83",0.00%
+491,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$38,213.23",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$4,936.69",0.00%
+493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$36,400.88",0.00%
+494,343,Ship building and repairing,"$36,749,502,389.40","$35,353.34",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$36,965.71",0.00%
+496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$14,810.25",0.00%
+497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$4,334.89",0.00%
+498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$7,264.83",0.00%
+499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$10,008.68",0.00%
+500,337,Aircraft manufacturing,"$153,008,468,478.69","$67,428.86",0.00%
+501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$24,972.94",0.00%
+502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$27,370.41",0.00%
+503,33,Other nonmetallic minerals services,"$3,066,411,048.87",$866.84,0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$3,499.03",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$1,979.81",0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,304.81",0.00%
+507,30,Drilling oil and gas wells,"$11,827,333,275.53",$212.07,0.00%
+508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+509,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+510,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+511,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+512,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+513,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+514,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+515,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+516,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+517,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+518,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+519,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+520,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+521,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+522,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+523,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+524,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+525,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+526,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+527,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+528,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/occupation_impacts_table.csv
new file mode 100644
index 0000000..bbdd299
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,145.97,138.25,"$24,016,080.72","$4,393,119.89","$28,409,200.61","324,090.76"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",41.39,39.72,"$8,917,180.57","$1,626,666.12","$10,543,846.69","88,889.60"
+11-3000,Operations Specialties Managers,102.38,99.12,"$20,866,129.77","$3,930,923.65","$24,797,053.43","220,023.43"
+11-9000,Other Management Occupations,179.01,171.07,"$18,669,653.92","$3,455,123.27","$22,124,777.18","383,770.31"
+13-1000,Business Operations Specialists,316.49,304.11,"$29,764,198.51","$5,448,829.66","$35,213,028.18","634,089.80"
+13-2000,Financial Specialists,94.88,91.59,"$12,075,809.68","$2,096,061.49","$14,171,871.17","190,043.10"
+15-1200,Computer Occupations,112.57,108.28,"$17,647,005.66","$3,031,098.36","$20,678,104.02","224,117.31"
+15-2000,Mathematical Science Occupations,9.57,9.24,"$1,570,756.55","$274,776.67","$1,845,533.22","18,968.18"
+17-1000,"Architects, Surveyors, and Cartographers",5.31,5.11,"$397,523.65","$65,974.60","$463,498.25","10,787.11"
+17-2000,Engineers,164.19,160.66,"$22,161,567.43","$4,581,569.63","$26,743,137.06","344,184.46"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",41.81,40.90,"$3,899,351.21","$814,004.22","$4,713,355.43","83,705.96"
+19-1000,Life Scientists,3.96,3.73,"$498,789.01","$91,997.32","$590,786.33","7,815.92"
+19-2000,Physical Scientists,3.44,3.33,"$483,614.15","$98,658.89","$582,273.04","6,917.20"
+19-3000,Social Scientists and Related Workers,1.95,1.80,"$215,809.36","$39,345.04","$255,154.41","3,574.27"
+19-4000,"Life, Physical, and Social Science Technicians",4.81,4.61,"$383,203.30","$80,609.71","$463,813.01","8,972.57"
+19-5000,Occupational Health and Safety Specialists and Technicians,12.73,12.33,"$962,867.00","$188,744.39","$1,151,611.39","25,933.53"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",27.75,24.95,"$1,630,089.94","$309,217.82","$1,939,307.77","48,360.68"
+21-2000,Religious Workers,13.18,11.41,"$621,812.48","$90,790.64","$712,603.12","26,020.27"
+23-1000,"Lawyers, Judges, and Related Workers",13.38,12.84,"$3,343,287.92","$568,439.66","$3,911,727.59","28,546.54"
+23-2000,Legal Support Workers,8.24,7.89,"$694,608.40","$116,866.89","$811,475.28","14,857.55"
+25-1000,Postsecondary Teachers,8.16,7.41,"$817,282.57","$183,094.22","$1,000,376.79","12,429.07"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",17.37,15.40,"$837,185.74","$167,655.73","$1,004,841.47","29,936.47"
+25-3000,Other Teachers and Instructors,11.61,10.39,"$475,618.83","$93,362.22","$568,981.05","15,012.29"
+25-4000,"Librarians, Curators, and Archivists",0.84,0.74,"$54,207.45","$9,966.58","$64,174.03","1,337.38"
+25-9000,Other Educational Instruction and Library Occupations,8.87,7.91,"$383,894.79","$74,954.75","$458,849.54","12,456.19"
+27-1000,Art and Design Workers,14.71,13.95,"$1,316,387.29","$228,795.02","$1,545,182.31","26,195.13"
+27-2000,"Entertainers and Performers, Sports and Related Workers",10.99,9.70,"$1,211,072.48","$210,813.57","$1,421,886.05","15,258.82"
+27-3000,Media and Communication Workers,13.56,12.76,"$1,555,582.70","$278,243.64","$1,833,826.34","24,899.41"
+27-4000,Media and Communication Equipment Workers,4.96,4.60,"$448,081.76","$80,090.33","$528,172.09","8,350.74"
+29-1000,Healthcare Diagnosing or Treating Practitioners,95.12,88.00,"$13,134,292.10","$2,584,206.02","$15,718,498.12","173,972.71"
+29-2000,Health Technologists and Technicians,46.81,43.02,"$2,996,462.22","$591,216.01","$3,587,678.23","83,209.26"
+29-9000,Other Healthcare Practitioners and Technical Occupations,1.88,1.75,"$153,653.11","$29,042.98","$182,696.09","3,540.25"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",90.66,81.26,"$2,969,186.05","$575,876.44","$3,545,062.49","141,175.22"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.15,2.88,"$155,425.26","$30,931.39","$186,356.65","4,721.98"
+31-9000,Other Healthcare Support Occupations,28.70,26.26,"$1,318,108.69","$250,819.44","$1,568,928.12","47,020.75"
+33-1000,Supervisors of Protective Service Workers,2.47,2.27,"$195,686.88","$35,805.52","$231,492.39","5,141.75"
+33-2000,Firefighting and Prevention Workers,1.34,1.23,"$69,456.71","$12,162.76","$81,619.47","3,350.29"
+33-3000,Law Enforcement Workers,0.54,0.49,"$35,900.13","$7,867.19","$43,767.32","1,182.13"
+33-9000,Other Protective Service Workers,45.41,41.62,"$2,187,427.98","$388,910.05","$2,576,338.03","76,129.20"
+35-1000,Supervisors of Food Preparation and Serving Workers,25.62,20.63,"$1,364,922.07","$196,082.71","$1,561,004.78","42,930.29"
+35-2000,Cooks and Food Preparation Workers,65.58,53.30,"$2,087,491.96","$308,023.23","$2,395,515.19","88,986.00"
+35-3000,Food and Beverage Serving Workers,134.74,108.39,"$3,653,637.78","$518,131.75","$4,171,769.53","147,914.70"
+35-9000,Other Food Preparation and Serving Related Workers,29.07,23.51,"$723,583.92","$102,922.32","$826,506.24","28,810.73"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.05,4.61,"$297,746.54","$51,663.44","$349,409.99","10,040.21"
+37-2000,Building Cleaning and Pest Control Workers,68.19,62.30,"$2,666,849.33","$474,477.18","$3,141,326.51","107,826.36"
+37-3000,Grounds Maintenance Workers,17.68,16.12,"$775,802.89","$136,320.27","$912,123.16","29,944.16"
+39-1000,Supervisors of Personal Care and Service Workers,3.53,3.08,"$219,731.20","$43,538.09","$263,269.29","6,142.10"
+39-2000,Animal Care and Service Workers,4.63,4.04,"$153,905.72","$23,449.24","$177,354.96","6,177.75"
+39-3000,Entertainment Attendants and Related Workers,10.89,9.39,"$343,668.36","$70,726.78","$414,395.14","11,888.95"
+39-4000,Funeral Service Workers,0.77,0.66,"$34,474.58","$4,951.37","$39,425.95","1,177.99"
+39-5000,Personal Appearance Workers,8.78,7.60,"$298,972.54","$44,375.73","$343,348.27","11,908.18"
+39-6000,"Baggage Porters, Bellhops, and Concierges",1.26,1.14,"$57,655.30","$9,870.49","$67,525.80","1,984.03"
+39-7000,Tour and Travel Guides,3.33,3.06,"$168,049.50","$30,286.15","$198,335.65","3,598.49"
+39-9000,Other Personal Care and Service Workers,21.40,18.53,"$588,111.52","$103,342.30","$691,453.82","24,938.48"
+41-1000,Supervisors of Sales Workers,27.81,25.14,"$2,283,823.40","$452,071.81","$2,735,895.20","55,055.33"
+41-2000,Retail Sales Workers,141.61,124.54,"$4,936,071.63","$1,022,453.87","$5,958,525.50","193,661.13"
+41-3000,"Sales Representatives, Services",53.32,50.92,"$5,611,332.67","$944,779.35","$6,556,112.02","106,389.48"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",82.58,80.10,"$9,449,014.03","$1,711,995.13","$11,161,009.16","174,297.90"
+41-9000,Other Sales and Related Workers,14.46,13.66,"$1,265,247.31","$225,807.78","$1,491,055.09","25,781.11"
+43-1000,Supervisors of Office and Administrative Support Workers,42.26,40.12,"$3,769,360.37","$722,729.67","$4,492,090.04","83,038.32"
+43-2000,Communications Equipment Operators,0.79,0.73,"$39,447.91","$7,183.43","$46,631.34","1,328.35"
+43-3000,Financial Clerks,82.39,78.47,"$4,799,174.13","$874,836.53","$5,674,010.66","146,581.67"
+43-4000,Information and Record Clerks,119.36,112.46,"$6,943,259.93","$1,277,089.43","$8,220,349.36","199,789.56"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",95.89,89.95,"$6,372,815.61","$1,665,609.44","$8,038,425.04","184,818.62"
+43-6000,Secretaries and Administrative Assistants,83.50,78.70,"$4,620,963.99","$840,236.90","$5,461,200.90","147,723.85"
+43-9000,Other Office and Administrative Support Workers,95.54,90.56,"$4,260,582.48","$775,755.71","$5,036,338.19","155,946.49"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.15,1.00,"$75,606.10","$17,697.88","$93,303.98","2,386.78"
+45-2000,Agricultural Workers,13.17,11.48,"$554,441.22","$123,778.04","$678,219.26","22,261.98"
+45-3000,Fishing and Hunting Workers,0.05,0.04,"$2,587.08",$824.10,"$3,411.17",76.30
+45-4000,"Forest, Conservation, and Logging Workers",1.30,1.16,"$80,936.31","$24,022.16","$104,958.47","2,726.93"
+47-1000,Supervisors of Construction and Extraction Workers,143.85,139.10,"$6,972,786.45","$1,226,595.79","$8,199,382.24","309,990.21"
+47-2000,Construction Trades Workers,455.23,440.06,"$16,882,993.55","$3,013,571.05","$19,896,564.60","860,393.64"
+47-3000,"Helpers, Construction Trades",10.32,9.97,"$254,039.67","$44,408.84","$298,448.51","16,864.69"
+47-4000,Other Construction and Related Workers,8.71,8.40,"$590,623.04","$116,824.41","$707,447.44","17,336.16"
+47-5000,Extraction Workers,17.33,17.03,"$613,058.15","$136,787.93","$749,846.08","41,378.02"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",23.25,22.05,"$2,450,872.53","$497,220.31","$2,948,092.84","51,588.66"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",12.61,11.85,"$1,047,820.07","$201,445.90","$1,249,265.96","26,096.43"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",61.84,56.88,"$4,482,106.70","$843,646.23","$5,325,752.92","125,130.12"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",136.77,131.13,"$10,559,791.50","$2,149,643.25","$12,709,434.75","280,517.11"
+51-1000,Supervisors of Production Workers,57.71,56.52,"$6,154,181.13","$1,329,692.10","$7,483,873.23","128,268.72"
+51-2000,Assemblers and Fabricators,230.97,226.78,"$15,473,503.33","$3,309,037.52","$18,782,540.85","453,673.35"
+51-3000,Food Processing Workers,13.23,12.09,"$624,289.16","$131,841.54","$756,130.70","23,653.14"
+51-4000,Metal Workers and Plastic Workers,269.19,264.34,"$19,783,023.30","$4,228,237.20","$24,011,260.51","557,339.42"
+51-5100,Printing Workers,4.94,4.78,"$283,892.72","$56,835.87","$340,728.60","9,241.57"
+51-6000,"Textile, Apparel, and Furnishings Workers",9.43,8.70,"$426,066.71","$76,590.03","$502,656.75","16,236.90"
+51-7000,Woodworkers,6.26,6.06,"$340,762.65","$70,728.35","$411,491.00","12,204.22"
+51-8000,Plant and System Operators,6.24,6.09,"$645,027.78","$186,840.01","$831,867.79","13,190.95"
+51-9000,Other Production Occupations,177.79,173.57,"$12,554,050.99","$2,684,074.55","$15,238,125.54","353,339.56"
+53-1000,Supervisors of Transportation and Material Moving Workers,18.90,17.85,"$1,615,438.77","$317,857.73","$1,933,296.50","40,211.23"
+53-2000,Air Transportation Workers,5.41,5.08,"$1,007,829.11","$249,058.52","$1,256,887.63","9,925.50"
+53-3000,Motor Vehicle Operators,122.65,115.01,"$7,666,923.66","$1,646,885.51","$9,313,809.18","244,691.57"
+53-4000,Rail Transportation Workers,3.83,3.59,"$323,361.47","$97,542.00","$420,903.47","9,110.91"
+53-5000,Water Transportation Workers,5.42,5.06,"$508,895.25","$97,773.32","$606,668.56","12,668.34"
+53-6000,Other Transportation Workers,6.93,6.16,"$305,646.07","$57,541.45","$363,187.52","10,635.24"
+53-7000,Material Moving Workers,238.00,225.01,"$12,317,814.84","$2,355,328.12","$14,673,142.95","404,656.73"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/tax_results.csv
new file mode 100644
index 0000000..2ae59e6
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$1,393,692.56","$1,155,746.36","$811,746.75","$7,318,803.68","$43,029,533.61","$53,709,522.95"
+2 - Indirect,"$3,644,066.67","$3,556,151.88","$2,386,083.93","$12,545,883.06","$41,082,596.45","$63,214,782.00"
+3 - Induced,"$4,920,463.63","$4,909,160.94","$3,273,616.27","$15,601,565.06","$40,151,633.52","$68,856,439.42"
+,"$9,958,222.86","$9,621,059.18","$6,471,446.94","$35,466,251.80","$124,263,763.59","$185,780,744.37"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..4eb7cf0
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,868,142.75"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,500.23"
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,363.81"
+4,224,Nonferrous forging,"$5,015,019,698.50","$5,924,498.48"
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,760,058.77"
+6,223,Iron and steel forging,"$12,167,051,489.94","$12,418,321.44"
+7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00"
+8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,096,763.33"
+9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,014,213.01"
+10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,345,166.44"
+11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,294,954.93"
+12,221,Custom roll forming,"$3,403,758,221.65","$1,020,706.46"
+13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,284,288.43"
+14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,974,949.95"
+15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,034,348.01"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/direct_leakages.csv
new file mode 100644
index 0000000..95906a8
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+$-0.00,N/A,"$414,200,492.86"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..c10fac5
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,"3,474.81","$383,119,916.15","$520,851,036.62","$1,300,362,369.86"
+2 - Indirect,"3,491.26","$342,487,733.25","$564,169,573.83","$1,235,940,485.67"
+3 - Induced,"4,462.27","$321,466,601.70","$604,082,466.61","$1,024,368,023.15"
+,"11,428.34","$1,047,074,251.10","$1,689,103,077.06","$3,560,670,878.69"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..00ad42b
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,736,470.26",11.27%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,007.30",3.61%
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,406,773.62",0.29%
+4,224,Nonferrous forging,"$5,015,019,698.50","$11,849,072.48",0.24%
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,522,161.41",0.23%
+6,223,Iron and steel forging,"$12,167,051,489.94","$24,836,814.84",0.20%
+7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00",0.19%
+8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,195,286.36",0.11%
+9,219,Ferrous metal foundries,"$23,423,417,307.88","$22,028,762.59",0.09%
+10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,690,362.01",0.09%
+11,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,589,941.74",0.07%
+12,221,Custom roll forming,"$3,403,758,221.65","$2,041,461.65",0.06%
+13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,568,628.99",0.06%
+14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,950,000.82",0.05%
+15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,069,003.01",0.05%
+16,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$75,465,400.84",0.05%
+17,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$13,702,267.88",0.05%
+18,21,Coal mining,"$40,369,797,410.22","$19,108,020.87",0.05%
+19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,620,918.69",0.04%
+20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$21,128,504.17",0.04%
+21,23,Iron ore mining,"$4,242,665,589.12","$1,700,482.75",0.04%
+22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$2,009,145.28",0.04%
+23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$3,784,221.35",0.04%
+24,241,Metal heat treating,"$6,751,197,386.48","$2,345,356.39",0.03%
+25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$8,140,612.52",0.03%
+26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$3,227,645.84",0.03%
+27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$10,396,576.73",0.03%
+28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$6,318,476.05",0.03%
+29,239,Machine shops,"$58,418,188,845.25","$17,607,275.38",0.03%
+30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$11,432,219.07",0.03%
+31,315,Motor and generator manufacturing,"$20,631,390,946.06","$6,168,662.36",0.03%
+32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,227,753.64",0.03%
+33,235,Metal cans manufacturing,"$27,208,678,262.97","$7,518,587.46",0.03%
+34,229,Plate work manufacturing,"$15,417,788,320.32","$4,161,218.92",0.03%
+35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$68,439,844.16",0.03%
+36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$1,592,035.56",0.02%
+37,167,Paint and coating manufacturing,"$40,256,103,819.80","$9,639,854.55",0.02%
+38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,534,945.38",0.02%
+39,220,Nonferrous metal foundries,"$14,956,699,164.90","$3,366,424.63",0.02%
+40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$14,887,618.49",0.02%
+41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$3,990,665.43",0.02%
+42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$3,419,224.55",0.02%
+43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$11,270,290.08",0.02%
+44,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$1,558,462.19",0.02%
+45,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$4,547,439.79",0.02%
+46,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$3,178,834.90",0.02%
+47,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$870,297.16",0.02%
+48,109,Knit fabric mills,"$1,209,761,149.04","$203,161.69",0.02%
+49,175,Custom compounding of purchased resins,"$12,008,896,270.80","$1,999,735.54",0.02%
+50,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,111,490.04",0.02%
+51,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$1,860,001.80",0.02%
+52,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$1,106,306.42",0.02%
+53,210,Steel wire drawing,"$6,965,034,108.99","$1,060,710.36",0.02%
+54,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$1,110,921.14",0.02%
+55,199,Other concrete product manufacturing,"$20,872,805,363.99","$3,176,463.88",0.02%
+56,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$65,379,467.60",0.01%
+57,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$2,285,033.96",0.01%
+58,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$27,823,900.14",0.01%
+59,311,Lighting fixture manufacturing,"$13,551,146,025.36","$1,833,621.75",0.01%
+60,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,944,723.24",0.01%
+61,200,Lime manufacturing,"$3,411,426,132.51","$446,404.23",0.01%
+62,201,Gypsum product manufacturing,"$10,849,873,573.69","$1,414,513.33",0.01%
+63,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$2,106,608.77",0.01%
+64,460,Other support services,"$93,493,521,065.46","$11,573,010.63",0.01%
+65,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$3,268,155.55",0.01%
+66,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$1,136,436.01",0.01%
+67,185,Other plastics product manufacturing,"$119,757,914,903.54","$14,348,564.70",0.01%
+68,226,Handtool manufacturing,"$9,269,806,810.85","$1,097,767.48",0.01%
+69,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$889,294.92",0.01%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$3,857,739.05",0.01%
+71,195,Cement manufacturing,"$16,124,794,202.42","$1,766,869.20",0.01%
+72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$166,122.87",0.01%
+73,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$548,473.24",0.01%
+74,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$1,420,662.46",0.01%
+75,138,Paperboard mills,"$37,769,326,092.36","$4,000,479.69",0.01%
+76,188,Other rubber product manufacturing,"$18,947,852,104.12","$1,993,265.50",0.01%
+77,139,Paperboard container manufacturing,"$102,476,045,826.39","$10,734,844.02",0.01%
+78,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$5,767,282.45",0.01%
+79,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$724,296.61",0.01%
+80,131,"Other millwork, including flooring","$11,872,958,758.31","$1,176,066.27",0.01%
+81,32,Metal mining services,"$2,048,448,774.82","$197,182.76",0.01%
+82,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,072,905.77",0.01%
+83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$32,797,473.54",0.01%
+84,152,Industrial gas manufacturing,"$43,958,605,364.15","$4,126,983.94",0.01%
+85,174,Explosives manufacturing,"$3,336,015,892.42","$313,129.30",0.01%
+86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$816,449.68",0.01%
+87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$2,711,707.50",0.01%
+88,125,Wood preservation,"$12,385,421,188.04","$1,084,036.84",0.01%
+89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$997,995.95",0.01%
+90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$807,106.07",0.01%
+91,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$2,516,459.73",0.01%
+92,129,Wood windows and door manufacturing,"$22,029,620,673.99","$1,881,087.68",0.01%
+93,124,Sawmills,"$42,023,969,480.44","$3,553,487.27",0.01%
+94,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$4,243,294.26",0.01%
+95,451,Management of companies and enterprises,"$819,034,418,120.62","$68,603,849.69",0.01%
+96,27,Sand and gravel mining,"$15,322,656,295.20","$1,278,318.88",0.01%
+97,24,Gold ore and silver ore mining,"$14,012,282,637.55","$1,161,716.80",0.01%
+98,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$457,086.44",0.01%
+99,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$718,277.54",0.01%
+100,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$837,023.36",0.01%
+101,230,Metal window and door manufacturing,"$25,916,655,606.62","$2,090,986.55",0.01%
+102,397,Rail transportation,"$92,013,918,170.42","$7,393,589.44",0.01%
+103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$97,525.90",0.01%
+104,186,Tire manufacturing,"$25,656,100,926.70","$2,039,468.52",0.01%
+105,299,Other electronic component manufacturing,"$20,043,941,097.34","$1,592,244.09",0.01%
+106,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$686,713.59",0.01%
+107,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,330,955.64",0.01%
+108,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$6,670,336.96",0.01%
+109,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$12,533,531.72",0.01%
+110,455,Business support services,"$98,531,422,147.59","$7,440,833.26",0.01%
+111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$1,435,184.08",0.01%
+112,457,Investigation and security services,"$87,760,959,501.87","$6,531,033.69",0.01%
+113,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$1,183,630.57",0.01%
+114,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$989,920.52",0.01%
+115,399,Truck transportation,"$517,459,714,328.88","$37,750,149.92",0.01%
+116,16,Commercial logging,"$9,708,016,677.17","$706,606.98",0.01%
+117,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$3,763,104.50",0.01%
+118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$3,449,170.15",0.01%
+119,454,Employment services,"$472,021,118,180.87","$32,869,258.73",0.01%
+120,508,Postal service,"$82,216,438,935.22","$5,608,309.35",0.01%
+121,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$1,803,763.11",0.01%
+122,191,Flat glass manufacturing,"$5,646,246,245.84","$380,357.61",0.01%
+123,25,Other metal ore mining,"$4,177,930,861.03","$281,434.58",0.01%
+124,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$175,235.84",0.01%
+125,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$5,482,065.44",0.01%
+126,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$6,826,359.61",0.01%
+127,26,Stone mining and quarrying,"$22,604,707,721.04","$1,471,575.45",0.01%
+128,237,Hardware manufacturing,"$11,360,442,824.27","$739,402.49",0.01%
+129,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$392,097.47",0.01%
+130,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$357,127.82",0.01%
+131,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$400,159.83",0.01%
+132,404,Warehousing and storage,"$196,283,203,045.69","$12,327,994.78",0.01%
+133,509,Federal electric utilities,"$15,278,393,331.48","$952,676.31",0.01%
+134,403,Couriers and messengers,"$147,389,575,412.04","$9,176,864.11",0.01%
+135,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$612,717.88",0.01%
+136,515,Local government electric utilities,"$63,242,600,402.80","$3,927,100.14",0.01%
+137,512,State government electric utilities,"$2,138,213,300.81","$132,673.15",0.01%
+138,41,Electric power generation - All other,"$598,610,063.76","$37,054.89",0.01%
+139,39,Electric power generation - Geothermal,"$1,089,212,605.47","$67,423.95",0.01%
+140,36,Electric power generation - Nuclear,"$48,600,191,094.94","$3,008,427.37",0.01%
+141,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$690,220.88",0.01%
+142,37,Electric power generation - Solar,"$15,183,687,778.59","$939,893.87",0.01%
+143,38,Electric power generation - Wind,"$31,436,960,621.21","$1,945,996.72",0.01%
+144,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$9,906,627.52",0.01%
+145,40,Electric power generation - Biomass,"$3,248,354,871.06","$201,078.22",0.01%
+146,42,Electric power transmission and distribution,"$454,802,637,163.46","$28,131,345.12",0.01%
+147,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$225,542.56",0.01%
+148,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$341,946.03",0.01%
+149,453,Facilities support services,"$38,362,646,138.12","$2,344,319.05",0.01%
+150,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$1,129,308.68",0.01%
+151,440,Specialized design services,"$61,729,364,047.76","$3,713,807.66",0.01%
+152,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$491,271.79",0.01%
+153,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$13,169,520.94",0.01%
+154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$5,977,114.53",0.01%
+155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$2,173,442.94",0.01%
+156,173,Printing ink manufacturing,"$4,197,932,161.56","$232,677.92",0.01%
+157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$1,237,367.06",0.01%
+158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$2,016,083.64",0.01%
+159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$18,127,791.19",0.01%
+160,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$265,220.65",0.01%
+161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$848,034.75",0.01%
+162,205,Mineral wool manufacturing,"$10,606,371,397.91","$560,758.48",0.01%
+163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$900,686.18",0.01%
+164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$706,776.12",0.01%
+165,168,Adhesive manufacturing,"$19,417,045,098.31","$979,258.37",0.01%
+166,447,"Advertising, public relations, and related services","$221,366,844,538.02","$11,073,292.94",0.01%
+167,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$189,795.06",0.00%
+168,321,Wiring device manufacturing,"$23,088,452,099.69","$1,150,793.58",0.00%
+169,116,Other textile product mills,"$5,849,355,190.48","$290,428.38",0.00%
+170,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$12,474,024.74",0.00%
+171,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$379,782.38",0.00%
+172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$28,481,156.54",0.00%
+173,151,Petrochemical manufacturing,"$213,898,809,710.92","$10,370,664.92",0.00%
+174,43,Natural gas distribution,"$112,805,479,068.56","$5,403,796.79",0.00%
+175,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$1,459,468.02",0.00%
+176,137,Paper mills,"$44,700,830,052.02","$2,124,394.63",0.00%
+177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$7,481,355.03",0.00%
+178,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$13,205,015.71",0.00%
+179,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$4,724,984.74",0.00%
+180,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$12,224,126.82",0.00%
+181,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$18,909,271.89",0.00%
+182,254,Construction machinery manufacturing,"$64,676,876,659.63","$2,929,850.51",0.00%
+183,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$5,925,572.33",0.00%
+184,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$10,047,007.25",0.00%
+185,413,Radio and television broadcasting,"$126,652,960,389.18","$5,660,022.61",0.00%
+186,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$16,429,537.51",0.00%
+187,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$52,645.21",0.00%
+188,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$10,183,587.21",0.00%
+189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$4,172,924.89",0.00%
+190,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$356,938.79",0.00%
+191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,862,760.45",0.00%
+192,110,Textile and fabric finishing mills,"$5,488,614,083.97","$238,987.39",0.00%
+193,448,Photographic services,"$18,611,681,469.69","$810,311.46",0.00%
+194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$21,627,351.55",0.00%
+195,458,Services to buildings,"$184,887,389,840.19","$8,008,151.11",0.00%
+196,437,Legal services,"$482,145,097,198.44","$20,650,251.44",0.00%
+197,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$44,558,043.45",0.00%
+198,144,Printing,"$93,711,787,715.49","$3,962,273.73",0.00%
+199,452,Office administrative services,"$100,789,973,631.90","$4,235,833.08",0.00%
+200,418,"Data processing, hosting, and related services","$490,713,862,620.46","$20,569,084.20",0.00%
+201,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$12,604,504.62",0.00%
+202,406,Periodical publishers,"$28,726,880,599.05","$1,194,877.71",0.00%
+203,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$939,133.18",0.00%
+204,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$10,706,158.71",0.00%
+205,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$12,776,648.34",0.00%
+206,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$214,717.34",0.00%
+207,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$16,688,917.51",0.00%
+208,481,"Independent artists, writers, and performers","$78,191,306,536.76","$3,220,458.65",0.00%
+209,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$3,722,563.89",0.00%
+210,405,Newspaper publishers,"$23,494,267,330.25","$960,656.06",0.00%
+211,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$1,806,621.03",0.00%
+212,456,Travel arrangement and reservation services,"$92,038,956,694.17","$3,727,042.08",0.00%
+213,414,Cable and other subscription programming,"$129,841,466,724.49","$5,242,862.24",0.00%
+214,479,Commercial Sports Except Racing,"$62,631,985,438.99","$2,500,877.29",0.00%
+215,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$4,163,863.02",0.00%
+216,478,Performing arts companies,"$40,958,746,144.37","$1,628,161.83",0.00%
+217,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$159,471.91",0.00%
+218,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$17,193,311.41",0.00%
+219,145,Support activities for printing,"$3,010,426,339.58","$119,186.93",0.00%
+220,10,All other crop farming,"$22,224,392,154.07","$858,182.54",0.00%
+221,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$307,451.91",0.00%
+222,44,"Water, sewage and other systems","$20,702,504,339.27","$797,789.19",0.00%
+223,495,Car washes,"$35,373,724,638.09","$1,362,873.72",0.00%
+224,505,Business and professional associations,"$73,615,227,688.04","$2,835,170.06",0.00%
+225,493,All other food and drinking places,"$276,447,241,992.94","$10,629,025.19",0.00%
+226,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$611,439.15",0.00%
+227,461,Waste management and remediation services,"$177,999,302,351.73","$6,816,075.21",0.00%
+228,490,Other accommodations,"$16,436,225,502.96","$628,477.60",0.00%
+229,491,Full-service restaurants,"$600,936,370,418.40","$22,926,907.69",0.00%
+230,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$359,394.65",0.00%
+231,426,"Insurance carriers, except direct life","$763,623,938,208.92","$28,892,575.43",0.00%
+232,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$991,005.94",0.00%
+233,510,Other federal government enterprises,"$6,854,090,185.53","$257,865.02",0.00%
+234,146,Petroleum refineries,"$685,338,713,966.20","$25,782,030.38",0.00%
+235,63,Wet corn milling,"$38,891,507,770.56","$1,462,833.45",0.00%
+236,513,Other state government enterprises,"$26,495,170,772.45","$995,015.57",0.00%
+237,516,Other local government enterprises,"$353,931,726,040.53","$13,280,827.28",0.00%
+238,391,Retail - Gasoline stores,"$126,195,524,793.46","$4,699,896.56",0.00%
+239,487,Fitness and recreational sports centers,"$40,757,208,080.88","$1,517,321.78",0.00%
+240,459,Landscape and horticultural services,"$165,786,078,305.71","$6,166,901.77",0.00%
+241,462,Elementary and secondary schools,"$74,365,925,030.62","$2,757,071.58",0.00%
+242,476,Child day care services,"$86,623,931,960.28","$3,206,270.95",0.00%
+243,486,Other amusement and recreation industries,"$73,097,118,023.77","$2,704,678.41",0.00%
+244,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$2,777,202.05",0.00%
+245,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$1,280,592.59",0.00%
+246,507,Private households,"$27,265,934,911.83","$1,005,103.17",0.00%
+247,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$355,143.96",0.00%
+248,475,Individual and family services,"$197,385,106,011.81","$7,246,772.54",0.00%
+249,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$4,181,460.47",0.00%
+250,161,Fertilizer mixing,"$6,609,942,413.23","$242,631.13",0.00%
+251,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,905,892.43",0.00%
+252,503,Religious organizations,"$160,924,588,099.97","$5,889,519.84",0.00%
+253,472,Hospitals,"$1,246,642,306,210.30","$45,544,514.33",0.00%
+254,424,Other financial investment activities,"$568,453,393,226.55","$20,689,232.51",0.00%
+255,480,Racing and Track Operation,"$2,466,251,193.93","$89,745.91",0.00%
+256,431,Owner-occupied housing,"$2,353,458,000,000.00","$85,220,876.17",0.00%
+257,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$930,129.73",0.00%
+258,492,Limited-service restaurants,"$662,772,350,208.32","$23,969,785.41",0.00%
+259,488,Bowling centers,"$4,651,609,193.39","$167,521.32",0.00%
+260,464,Other educational services,"$150,226,479,511.36","$5,402,040.35",0.00%
+261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$758,073.90",0.00%
+262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$6,675,199.45",0.00%
+263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,900,817.17",0.00%
+264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$3,497,190.24",0.00%
+265,394,Retail - General merchandise stores,"$308,393,207,557.39","$10,994,450.21",0.00%
+266,502,Other personal services,"$133,455,503,992.02","$4,741,751.60",0.00%
+267,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$885,739.69",0.00%
+268,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,929,549.78",0.00%
+269,499,Personal care services,"$99,129,280,065.60","$3,512,485.58",0.00%
+270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$11,980,736.32",0.00%
+271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$725,239.56",0.00%
+272,466,Offices of dentists,"$187,241,521,354.72","$6,547,031.24",0.00%
+273,425,Direct life insurance carriers,"$118,798,771,122.27","$4,148,932.04",0.00%
+274,410,Software publishers,"$481,752,923,538.80","$16,819,406.11",0.00%
+275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$2,155,025.22",0.00%
+276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$3,254,166.92",0.00%
+277,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$2,575,096.75",0.00%
+278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$4,515,037.92",0.00%
+279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$1,436,749.11",0.00%
+280,465,Offices of physicians,"$710,425,690,758.33","$24,654,243.61",0.00%
+281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$2,497,011.01",0.00%
+282,467,Offices of other health practitioners,"$173,037,357,927.83","$5,988,187.97",0.00%
+283,396,Air transportation,"$328,394,890,891.02","$11,362,443.84",0.00%
+284,102,Wineries,"$27,858,635,866.29","$962,436.52",0.00%
+285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$7,029,601.30",0.00%
+286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$6,854,232.66",0.00%
+287,506,Labor and civic organizations,"$81,538,720,493.49","$2,809,453.09",0.00%
+288,143,All other converted paper product manufacturing,"$7,484,025,289.68","$255,395.22",0.00%
+289,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$8,563,654.52",0.00%
+290,468,Outpatient care centers,"$254,994,924,915.48","$8,697,333.02",0.00%
+291,470,Home health care services,"$148,884,219,821.65","$5,069,937.34",0.00%
+292,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$144,596.22",0.00%
+293,445,Environmental and other technical consulting services,"$89,248,872,652.10","$3,009,862.74",0.00%
+294,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$745,944.95",0.00%
+295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$1,413,907.20",0.00%
+296,65,Fats and oils refining and blending,"$27,186,577,576.39","$914,409.68",0.00%
+297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$3,426,038.35",0.00%
+298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$542,269.06",0.00%
+299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$1,325,193.10",0.00%
+300,484,Amusement parks and arcades,"$27,154,350,236.67","$907,788.55",0.00%
+301,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,081,403.07",0.00%
+302,292,Other communications equipment manufacturing,"$8,476,374,888.63","$281,439.61",0.00%
+303,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$123,818.65",0.00%
+304,401,Pipeline transportation,"$77,957,430,742.25","$2,564,624.58",0.00%
+305,64,Soybean and other oilseed processing,"$76,308,728,857.11","$2,508,053.89",0.00%
+306,93,Other snack food manufacturing,"$38,904,968,131.82","$1,276,158.54",0.00%
+307,514,Local government passenger transit,"$14,082,847,680.82","$461,176.11",0.00%
+308,511,State government passenger transit,"$1,585,108,785.26","$51,908.13",0.00%
+309,101,Breweries,"$37,340,990,790.38","$1,220,828.53",0.00%
+310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$8,707,512.96",0.00%
+311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$2,637,631.51",0.00%
+312,103,Distilleries,"$24,706,251,736.01","$799,726.51",0.00%
+313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$2,803,465.92",0.00%
+314,108,Nonwoven fabric mills,"$8,073,560,162.60","$260,323.35",0.00%
+315,171,Surface active agent manufacturing,"$7,929,977,473.13","$252,631.38",0.00%
+316,91,Tortilla manufacturing,"$6,637,815,191.50","$210,872.30",0.00%
+317,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$411,529.68",0.00%
+318,398,Water transportation,"$76,976,695,291.27","$2,433,386.50",0.00%
+319,100,Manufactured ice,"$1,531,542,683.93","$48,350.34",0.00%
+320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$5,359,588.38",0.00%
+321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$943,306.53",0.00%
+322,449,Veterinary services,"$71,596,357,121.77","$2,256,173.68",0.00%
+323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$8,843,676.89",0.00%
+324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$426,703.43",0.00%
+325,67,Beet sugar manufacturing,"$4,964,816,518.93","$155,862.63",0.00%
+326,193,Glass container manufacturing,"$6,929,253,311.43","$217,136.71",0.00%
+327,444,Management consulting services,"$314,984,356,065.88","$9,855,072.17",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$624,682.20",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$2,403,056.26",0.00%
+330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$416,503.00",0.00%
+331,111,Fabric coating mills,"$2,941,340,275.34","$91,676.31",0.00%
+332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$455,098.73",0.00%
+333,3,Vegetable and melon farming,"$30,885,272,746.48","$958,467.06",0.00%
+334,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$182,280.25",0.00%
+335,363,Dental laboratories,"$6,071,164,155.13","$188,310.73",0.00%
+336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$440,233.79",0.00%
+337,60,Flour milling,"$24,410,235,377.89","$754,952.94",0.00%
+338,106,Broadwoven fabric mills,"$6,004,476,568.14","$185,574.37",0.00%
+339,429,Other real estate,"$2,063,772,881,991.79","$63,728,545.28",0.00%
+340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$161,486.11",0.00%
+341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$413,591.88",0.00%
+342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$875,343.99",0.00%
+343,62,Malt manufacturing,"$1,609,185,168.11","$49,230.17",0.00%
+344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$211,818.95",0.00%
+345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$514,550.02",0.00%
+346,409,Greeting card publishing,"$620,260,994.43","$18,760.87",0.00%
+347,68,Sugar cane mills and refining,"$9,295,080,877.39","$280,320.26",0.00%
+348,415,Wired telecommunications carriers,"$312,303,330,075.70","$9,394,453.96",0.00%
+349,83,Poultry processing,"$105,186,301,944.41","$3,157,086.71",0.00%
+350,328,Motor home manufacturing,"$8,213,805,405.62","$246,355.77",0.00%
+351,434,Video tape and disc rental,"$2,056,888,651.68","$61,546.42",0.00%
+352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$193,205.34",0.00%
+353,59,Other animal food manufacturing,"$65,579,824,303.67","$1,949,239.50",0.00%
+354,98,All other food manufacturing,"$57,495,650,042.31","$1,694,491.66",0.00%
+355,18,Commercial hunting and trapping,"$1,457,086,312.35","$42,863.66",0.00%
+356,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$919,180.18",0.00%
+357,500,Death care services,"$21,907,750,073.48","$643,740.11",0.00%
+358,113,Curtain and linen mills,"$2,979,017,369.60","$87,510.66",0.00%
+359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$212,624.08",0.00%
+360,77,Cheese manufacturing,"$78,758,678,813.71","$2,305,166.42",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$921,027.29",0.00%
+362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$684,395.52",0.00%
+363,117,Apparel knitting mills,"$1,078,135,943.04","$31,404.50",0.00%
+364,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$51,226.37",0.00%
+365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$1,332,889.78",0.00%
+366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$7,303,353.78",0.00%
+367,13,Poultry and egg production,"$78,014,200,034.51","$2,260,900.72",0.00%
+368,97,Spice and extract manufacturing,"$19,373,537,300.45","$561,256.03",0.00%
+369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$605,381.26",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$1,596,322.85",0.00%
+371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$239,956.69",0.00%
+372,4,Fruit farming,"$27,048,229,916.23","$761,664.25",0.00%
+373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$370,008.33",0.00%
+374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$74,623.54",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$422,169.56",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$7,235,122.79",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$1,630,553.67",0.00%
+378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$110,353.01",0.00%
+379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$211,242.74",0.00%
+380,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$195,475.35",0.00%
+381,122,Footwear manufacturing,"$3,007,443,476.76","$82,973.49",0.00%
+382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$71,521.46",0.00%
+383,344,Boat building,"$16,575,494,394.55","$456,527.02",0.00%
+384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$1,102,829.70",0.00%
+385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$513,892.96",0.00%
+386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$124,710.92",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$334,239.14",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$1,054,860.35",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$267,946.48",0.00%
+390,298,Electronic connector manufacturing,"$10,285,711,165.08","$276,195.76",0.00%
+391,114,Textile bag and canvas mills,"$5,249,055,341.28","$140,331.65",0.00%
+392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$158,886.49",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$1,017,402.80",0.00%
+394,85,Meat processed from carcasses,"$97,119,832,558.67","$2,576,225.63",0.00%
+395,104,Tobacco manufacturing,"$54,449,721,766.50","$1,442,427.89",0.00%
+396,2,Grain farming,"$92,515,635,807.06","$2,449,023.30",0.00%
+397,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$439,878.64",0.00%
+398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$282,991.21",0.00%
+399,430,Tenant-occupied housing,"$685,796,968,030.48","$17,943,035.58",0.00%
+400,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$314,130.63",0.00%
+401,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$197,689.33",0.00%
+402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$794,060.95",0.00%
+403,357,Mattress manufacturing,"$9,419,270,908.18","$243,012.52",0.00%
+404,20,Oil and gas extraction,"$440,054,943,164.76","$11,272,553.77",0.00%
+405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$3,209,085.70",0.00%
+406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$3,125,031.86",0.00%
+407,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$400,381.00",0.00%
+408,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$368,115.48",0.00%
+409,411,Motion picture and video industries,"$175,387,116,345.71","$4,360,857.74",0.00%
+410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$461,083.25",0.00%
+411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$280,781.90",0.00%
+412,61,Rice milling,"$4,898,466,736.87","$117,212.05",0.00%
+413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$176,494.46",0.00%
+414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$495,978.13",0.00%
+415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$77,040.03",0.00%
+416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$861,551.77",0.00%
+417,318,Battery manufacturing,"$39,581,382,532.18","$912,330.75",0.00%
+418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$347,993.00",0.00%
+419,141,Stationery product manufacturing,"$6,277,104,685.19","$141,070.41",0.00%
+420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$10,810,632.89",0.00%
+421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$585,121.55",0.00%
+422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$681,497.90",0.00%
+423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$60,404.55",0.00%
+424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$50,040.49",0.00%
+425,1,Oilseed farming,"$49,937,187,262.22","$1,044,262.04",0.00%
+426,136,Pulp mills,"$4,388,558,617.42","$90,209.05",0.00%
+427,17,Commercial fishing,"$6,396,190,709.37","$131,380.52",0.00%
+428,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$753,585.69",0.00%
+429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$1,067,994.74",0.00%
+430,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$1,115,353.20",0.00%
+431,441,Custom computer programming services,"$369,576,048,122.11","$7,329,785.97",0.00%
+432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$220,619.80",0.00%
+433,373,Burial casket manufacturing,"$823,043,789.50","$15,733.67",0.00%
+434,442,Computer systems design services,"$372,342,526,925.07","$6,991,232.91",0.00%
+435,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$388,114.42",0.00%
+436,358,Blind and shade manufacturing,"$2,260,551,655.48","$42,128.78",0.00%
+437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$22,358.02",0.00%
+438,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$412,844.87",0.00%
+439,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$227,927.94",0.00%
+440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$305,151.57",0.00%
+441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$140,295.29",0.00%
+442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$23,465.34",0.00%
+443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$180,110.20",0.00%
+444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$707,805.86",0.00%
+445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$225,377.83",0.00%
+446,313,Major household appliance manufacturing,"$31,013,443,561.11","$468,067.19",0.00%
+447,5,Tree nut farming,"$10,840,952,356.98","$161,486.60",0.00%
+448,265,Industrial mold manufacturing,"$7,530,247,856.23","$109,908.10",0.00%
+449,112,Carpet and rug mills,"$11,693,395,459.88","$168,230.13",0.00%
+450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$205,673.81",0.00%
+451,287,Electronic computer manufacturing,"$59,399,365,371.42","$801,116.54",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$75,268.82",0.00%
+453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$69,108.31",0.00%
+454,368,Sign manufacturing,"$16,164,025,409.21","$192,487.45",0.00%
+455,353,Wood office furniture manufacturing,"$4,581,758,413.14","$53,646.77",0.00%
+456,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$49,424.32",0.00%
+457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$103,983.61",0.00%
+458,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$75,595.58",0.00%
+459,370,Musical instrument manufacturing,"$2,442,378,807.18","$27,913.28",0.00%
+460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$421,286.48",0.00%
+461,268,Machine tool manufacturing,"$14,689,449,094.47","$164,404.05",0.00%
+462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$162,529.71",0.00%
+463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$165,228.49",0.00%
+464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$34,729.30",0.00%
+465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$66,167.22",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$123,399.52",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$326,167.52",0.00%
+468,352,Institutional furniture manufacturing,"$6,520,456,951.78","$48,629.11",0.00%
+469,446,Scientific research and development services,"$1,205,188,770,353.59","$8,921,618.92",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$136,889.78",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$48,860.40",0.00%
+472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$62,021.61",0.00%
+473,7,Tobacco farming,"$938,019,405.97","$5,772.47",0.00%
+474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$335,724.18",0.00%
+475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$60,128.42",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$49,765.87",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$137,745.32",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$2,538,449.51",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$118,799.14",0.00%
+480,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$21,444.80",0.00%
+481,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$21,994.64",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$36,880.39",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$27,694.21",0.00%
+484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$130,406.91",0.00%
+485,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$56,119.26",0.00%
+486,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$100,012.15",0.00%
+487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$82,191.78",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$43,097.74",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$146,176.27",0.00%
+490,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$30,691.22",0.00%
+491,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$76,458.66",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$9,875.79",0.00%
+493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$72,844.03",0.00%
+494,343,Ship building and repairing,"$36,749,502,389.40","$70,758.31",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$73,973.41",0.00%
+496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$29,635.67",0.00%
+497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$8,676.57",0.00%
+498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$14,532.93",0.00%
+499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$20,023.29",0.00%
+500,337,Aircraft manufacturing,"$153,008,468,478.69","$134,872.28",0.00%
+501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$49,956.64",0.00%
+502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$54,931.28",0.00%
+503,33,Other nonmetallic minerals services,"$3,066,411,048.87","$1,739.54",0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$7,000.28",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$3,961.76",0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$2,610.43",0.00%
+507,30,Drilling oil and gas wells,"$11,827,333,275.53",$424.68,0.00%
+508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+509,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+510,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+511,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+512,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+513,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+514,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+515,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+516,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+517,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+518,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+519,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+520,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+521,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+522,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+523,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+524,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+525,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+526,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+527,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+528,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/occupation_impacts_table.csv
new file mode 100644
index 0000000..c6df967
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,250.35,236.29,"$48,047,956.75","$8,789,109.66","$56,837,066.41","555,042.65"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",79.28,76.04,"$17,839,867.31","$3,254,270.24","$21,094,137.55","170,401.24"
+11-3000,Operations Specialties Managers,192.00,185.88,"$41,746,223.06","$7,864,379.23","$49,610,602.29","413,102.72"
+11-9000,Other Management Occupations,242.25,230.24,"$37,347,930.68","$6,911,869.82","$44,259,800.51","515,692.67"
+13-1000,Business Operations Specialists,505.28,484.78,"$59,543,589.47","$10,900,338.67","$70,443,928.14","1,007,122.42"
+13-2000,Financial Specialists,171.37,165.42,"$24,162,665.80","$4,193,955.24","$28,356,621.04","343,256.58"
+15-1200,Computer Occupations,219.72,211.31,"$35,306,018.19","$6,064,160.00","$41,370,178.18","437,486.23"
+15-2000,Mathematical Science Occupations,18.83,18.17,"$3,142,756.64","$549,762.41","$3,692,519.05","37,310.20"
+17-1000,"Architects, Surveyors, and Cartographers",7.37,7.09,"$795,542.44","$132,045.02","$927,587.46","14,975.25"
+17-2000,Engineers,291.56,285.71,"$44,328,126.52","$9,164,164.23","$53,492,290.75","613,173.03"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",78.55,76.89,"$7,799,378.87","$1,628,141.51","$9,427,520.37","157,660.19"
+19-1000,Life Scientists,7.92,7.47,"$998,119.69","$184,095.58","$1,182,215.27","15,640.36"
+19-2000,Physical Scientists,6.79,6.58,"$967,634.24","$197,401.15","$1,165,035.39","13,669.48"
+19-3000,Social Scientists and Related Workers,3.91,3.61,"$431,860.56","$78,734.43","$510,595.00","7,152.54"
+19-4000,"Life, Physical, and Social Science Technicians",9.57,9.18,"$766,801.93","$161,305.28","$928,107.21","17,840.36"
+19-5000,Occupational Health and Safety Specialists and Technicians,18.04,17.47,"$1,926,405.73","$377,637.10","$2,304,042.84","36,866.06"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",55.52,49.92,"$3,262,092.72","$618,799.44","$3,880,892.15","96,778.30"
+21-2000,Religious Workers,26.37,22.84,"$1,244,371.42","$181,690.25","$1,426,061.67","52,071.78"
+23-1000,"Lawyers, Judges, and Related Workers",25.99,24.93,"$6,689,770.92","$1,137,415.33","$7,827,186.25","55,393.32"
+23-2000,Legal Support Workers,16.30,15.60,"$1,389,903.97","$233,849.01","$1,623,752.97","29,383.57"
+25-1000,Postsecondary Teachers,16.34,14.82,"$1,635,533.90","$366,405.51","$2,001,939.41","24,872.89"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",34.77,30.82,"$1,675,371.62","$335,511.90","$2,010,883.52","59,908.75"
+25-3000,Other Teachers and Instructors,23.24,20.78,"$951,747.81","$186,825.72","$1,138,573.53","30,040.45"
+25-4000,"Librarians, Curators, and Archivists",1.68,1.48,"$108,475.12","$19,944.23","$128,419.35","2,676.26"
+25-9000,Other Educational Instruction and Library Occupations,17.76,15.83,"$768,225.07","$149,995.16","$918,220.23","24,926.72"
+27-1000,Art and Design Workers,28.68,27.19,"$2,633,748.33","$457,756.30","$3,091,504.62","51,018.40"
+27-2000,"Entertainers and Performers, Sports and Related Workers",21.98,19.42,"$2,423,373.80","$421,839.51","$2,845,213.30","30,533.60"
+27-3000,Media and Communication Workers,26.79,25.20,"$3,112,433.31","$556,709.56","$3,669,142.86","49,151.23"
+27-4000,Media and Communication Equipment Workers,9.92,9.21,"$896,593.96","$160,256.18","$1,056,850.14","16,709.75"
+29-1000,Healthcare Diagnosing or Treating Practitioners,190.36,176.10,"$26,283,895.28","$5,171,437.83","$31,455,333.11","348,147.47"
+29-2000,Health Technologists and Technicians,93.67,86.09,"$5,996,367.89","$1,183,116.23","$7,179,484.12","166,514.69"
+29-9000,Other Healthcare Practitioners and Technical Occupations,3.76,3.50,"$307,478.04","$58,118.86","$365,596.90","7,084.55"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",181.43,162.62,"$5,941,845.91","$1,152,428.98","$7,094,274.88","282,516.56"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,6.29,5.76,"$311,035.04","$61,899.56","$372,934.60","9,449.58"
+31-9000,Other Healthcare Support Occupations,57.44,52.55,"$2,637,752.81","$501,932.12","$3,139,684.93","94,096.48"
+33-1000,Supervisors of Protective Service Workers,4.94,4.54,"$391,513.52","$71,637.43","$463,150.95","10,286.83"
+33-2000,Firefighting and Prevention Workers,2.68,2.46,"$138,938.46","$24,330.12","$163,268.58","6,701.73"
+33-3000,Law Enforcement Workers,1.07,0.98,"$71,825.22","$15,740.79","$87,566.02","2,364.94"
+33-9000,Other Protective Service Workers,89.95,82.39,"$4,376,395.60","$778,099.79","$5,154,495.39","150,838.31"
+35-1000,Supervisors of Food Preparation and Serving Workers,51.26,41.29,"$2,731,375.00","$392,385.46","$3,123,760.46","85,909.04"
+35-2000,Cooks and Food Preparation Workers,129.93,105.38,"$4,177,301.98","$616,388.85","$4,793,690.83","176,067.80"
+35-3000,Food and Beverage Serving Workers,269.64,216.91,"$7,311,361.27","$1,036,842.37","$8,348,203.64","295,995.33"
+35-9000,Other Food Preparation and Serving Related Workers,58.17,47.04,"$1,447,960.97","$205,957.02","$1,653,917.99","57,653.14"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,9.94,9.06,"$595,804.65","$103,381.02","$699,185.67","19,763.64"
+37-2000,Building Cleaning and Pest Control Workers,132.05,120.41,"$5,336,270.54","$949,406.29","$6,285,676.83","208,577.74"
+37-3000,Grounds Maintenance Workers,34.02,30.94,"$1,552,391.77","$272,778.06","$1,825,169.84","57,626.39"
+39-1000,Supervisors of Personal Care and Service Workers,7.06,6.17,"$439,703.83","$87,123.26","$526,827.09","12,291.13"
+39-2000,Animal Care and Service Workers,9.26,8.08,"$307,988.64","$46,925.44","$354,914.08","12,362.66"
+39-3000,Entertainment Attendants and Related Workers,21.80,18.78,"$687,698.10","$141,527.18","$829,225.28","23,790.73"
+39-4000,Funeral Service Workers,1.53,1.32,"$68,990.31","$9,908.62","$78,898.93","2,357.39"
+39-5000,Personal Appearance Workers,17.56,15.21,"$598,300.77","$88,804.14","$687,104.92","23,830.62"
+39-6000,"Baggage Porters, Bellhops, and Concierges",2.52,2.28,"$115,367.72","$19,750.79","$135,118.51","3,970.03"
+39-7000,Tour and Travel Guides,6.66,6.12,"$336,245.90","$60,598.73","$396,844.63","7,200.18"
+39-9000,Other Personal Care and Service Workers,42.83,37.07,"$1,176,913.31","$206,805.92","$1,383,719.23","49,906.31"
+41-1000,Supervisors of Sales Workers,55.41,50.09,"$4,569,584.18","$904,535.59","$5,474,119.77","109,666.38"
+41-2000,Retail Sales Workers,283.04,248.89,"$9,877,251.40","$2,045,983.74","$11,923,235.14","387,000.50"
+41-3000,"Sales Representatives, Services",100.23,95.64,"$11,228,021.89","$1,890,447.28","$13,118,469.17","199,892.88"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",164.05,159.12,"$18,902,101.29","$3,424,668.75","$22,326,770.03","346,289.63"
+41-9000,Other Sales and Related Workers,28.72,27.12,"$2,531,227.39","$451,736.90","$2,982,964.28","51,188.37"
+43-1000,Supervisors of Office and Administrative Support Workers,77.99,73.92,"$7,541,327.85","$1,445,949.59","$8,987,277.44","153,145.83"
+43-2000,Communications Equipment Operators,1.57,1.46,"$78,932.18","$14,373.59","$93,305.77","2,657.94"
+43-3000,Financial Clerks,145.67,138.46,"$9,601,726.22","$1,750,281.21","$11,352,007.42","259,271.65"
+43-4000,Information and Record Clerks,235.28,221.59,"$13,891,920.39","$2,555,152.11","$16,447,072.50","393,936.97"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",186.48,174.79,"$12,748,451.66","$3,332,022.42","$16,080,474.07","359,325.93"
+43-6000,Secretaries and Administrative Assistants,145.41,136.53,"$9,245,504.84","$1,681,116.92","$10,926,621.76","257,005.72"
+43-9000,Other Office and Administrative Support Workers,163.28,154.23,"$8,524,030.14","$1,552,031.88","$10,076,062.03","266,662.82"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",2.30,2.00,"$151,295.90","$35,415.34","$186,711.23","4,776.25"
+45-2000,Agricultural Workers,26.36,22.97,"$1,109,492.30","$247,692.43","$1,357,184.73","44,548.87"
+45-3000,Fishing and Hunting Workers,0.09,0.08,"$5,177.20","$1,649.16","$6,826.36",152.68
+45-4000,"Forest, Conservation, and Logging Workers",2.61,2.32,"$161,949.36","$48,067.98","$210,017.34","5,456.43"
+47-1000,Supervisors of Construction and Extraction Workers,150.37,145.39,"$13,952,443.52","$2,454,751.85","$16,407,195.37","324,156.74"
+47-2000,Construction Trades Workers,495.21,478.62,"$33,776,627.35","$6,029,520.80","$39,806,148.15","938,586.67"
+47-3000,"Helpers, Construction Trades",10.92,10.54,"$508,110.46","$88,823.35","$596,933.81","17,844.23"
+47-4000,Other Construction and Related Workers,13.04,12.58,"$1,181,643.17","$233,739.40","$1,415,382.56","26,075.61"
+47-5000,Extraction Workers,21.33,20.95,"$1,241,046.02","$277,035.56","$1,518,081.59","51,378.62"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",42.49,40.21,"$4,905,162.32","$995,201.59","$5,900,363.91","94,294.49"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",24.51,23.01,"$2,096,422.43","$403,052.58","$2,499,475.01","50,733.72"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",117.28,107.53,"$8,969,739.56","$1,688,436.10","$10,658,175.65","236,585.65"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",252.39,241.76,"$21,127,633.89","$4,301,031.15","$25,428,665.04","517,511.80"
+51-1000,Supervisors of Production Workers,114.04,111.70,"$12,309,816.48","$2,659,718.62","$14,969,535.10","253,526.78"
+51-2000,Assemblers and Fabricators,459.62,451.31,"$30,948,137.78","$6,618,308.71","$37,566,446.49","902,781.88"
+51-3000,Food Processing Workers,26.48,24.20,"$1,249,297.01","$263,836.27","$1,513,133.28","47,333.39"
+51-4000,Metal Workers and Plastic Workers,527.50,518.15,"$39,568,164.87","$8,456,935.92","$48,025,100.78","1,092,691.78"
+51-5100,Printing Workers,9.88,9.56,"$567,981.08","$113,710.45","$681,691.54","18,489.64"
+51-6000,"Textile, Apparel, and Furnishings Workers",18.86,17.40,"$852,500.72","$153,245.20","$1,005,745.92","32,487.78"
+51-7000,Woodworkers,11.95,11.57,"$681,634.28","$141,478.81","$823,113.09","23,349.54"
+51-8000,Plant and System Operators,12.10,11.81,"$1,290,898.45","$373,921.92","$1,664,820.37","25,579.88"
+51-9000,Other Production Occupations,353.07,344.70,"$25,111,856.72","$5,368,985.35","$30,480,842.07","702,026.35"
+53-1000,Supervisors of Transportation and Material Moving Workers,36.66,34.59,"$3,232,293.44","$636,013.84","$3,868,307.27","77,979.62"
+53-2000,Air Transportation Workers,10.72,10.05,"$2,016,661.61","$498,367.43","$2,515,029.04","19,643.30"
+53-3000,Motor Vehicle Operators,234.74,219.80,"$15,340,090.33","$3,295,127.40","$18,635,217.73","467,688.34"
+53-4000,Rail Transportation Workers,7.61,7.14,"$647,612.82","$195,353.88","$842,966.70","18,124.60"
+53-5000,Water Transportation Workers,10.84,10.13,"$1,018,269.28","$195,641.00","$1,213,910.28","25,348.25"
+53-6000,Other Transportation Workers,13.86,12.33,"$611,606.27","$115,143.72","$726,749.99","21,281.26"
+53-7000,Material Moving Workers,465.23,439.55,"$24,644,413.26","$4,712,427.08","$29,356,840.35","789,329.54"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/tax_results.csv
new file mode 100644
index 0000000..96504c7
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$2,793,285.27","$2,317,519.51","$1,627,479.24","$14,654,534.90","$86,083,236.46","$107,476,055.37"
+2 - Indirect,"$7,290,858.37","$7,115,020.73","$4,773,981.70","$25,100,435.14","$82,188,579.96","$126,468,875.89"
+3 - Induced,"$9,846,848.73","$9,824,229.78","$6,551,172.15","$31,221,905.22","$80,351,581.79","$137,795,737.67"
+,"$19,930,992.36","$19,256,770.02","$12,952,633.08","$70,976,875.26","$248,623,398.22","$371,740,668.94"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..f4eae37
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,736,470.26"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,007.30"
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,406,773.62"
+4,224,Nonferrous forging,"$5,015,019,698.50","$11,849,072.48"
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,522,161.41"
+6,223,Iron and steel forging,"$12,167,051,489.94","$24,836,814.84"
+7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00"
+8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,195,286.36"
+9,219,Ferrous metal foundries,"$23,423,417,307.88","$22,028,762.59"
+10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,690,362.01"
+11,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,589,941.74"
+12,221,Custom roll forming,"$3,403,758,221.65","$2,041,461.65"
+13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,568,628.99"
+14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,950,000.82"
+15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,069,003.01"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..d174976
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,26.80,"$3,842,539.15","$13,924,837.96","$23,500,000.00"
+2 - Indirect,45.36,"$4,829,947.12","$8,380,990.32","$15,785,409.64"
+3 - Induced,53.07,"$3,822,971.44","$7,182,372.20","$12,178,927.50"
+,125.22,"$12,495,457.71","$29,488,200.49","$51,464,337.14"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..998b883
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$40,369,797,410.22","$24,575,614.29",0.06%
+2,174,Explosives manufacturing,"$3,336,015,892.42","$278,233.41",0.01%
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$99,468.76",0.00%
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$86,857.65",0.00%
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$187,588.16",0.00%
+6,161,Fertilizer mixing,"$6,609,942,413.23","$36,191.02",0.00%
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$52,557.62",0.00%
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$122,767.98",0.00%
+9,397,Rail transportation,"$92,013,918,170.42","$479,362.19",0.00%
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$101,958.53",0.00%
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$90,404.89",0.00%
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$548,357.70",0.00%
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$838,102.33",0.00%
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$51,986.83",0.00%
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$4,090.72",0.00%
+16,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$647,618.39",0.00%
+17,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$20,378.11",0.00%
+18,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$9,199.69",0.00%
+19,186,Tire manufacturing,"$25,656,100,926.70","$53,216.00",0.00%
+20,451,Management of companies and enterprises,"$819,034,418,120.62","$1,605,996.89",0.00%
+21,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$24,695.51",0.00%
+22,16,Commercial logging,"$9,708,016,677.17","$18,212.61",0.00%
+23,188,Other rubber product manufacturing,"$18,947,852,104.12","$30,098.20",0.00%
+24,424,Other financial investment activities,"$568,453,393,226.55","$859,764.17",0.00%
+25,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$74,283.00",0.00%
+26,109,Knit fabric mills,"$1,209,761,149.04","$1,809.38",0.00%
+27,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$324,801.06",0.00%
+28,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$1,642.48",0.00%
+29,509,Federal electric utilities,"$15,278,393,331.48","$19,952.81",0.00%
+30,515,Local government electric utilities,"$63,242,600,402.80","$82,162.54",0.00%
+31,512,State government electric utilities,"$2,138,213,300.81","$2,773.11",0.00%
+32,39,Electric power generation - Geothermal,"$1,089,212,605.47","$1,401.00",0.00%
+33,36,Electric power generation - Nuclear,"$48,600,191,094.94","$62,512.13",0.00%
+34,37,Electric power generation - Solar,"$15,183,687,778.59","$19,530.06",0.00%
+35,38,Electric power generation - Wind,"$31,436,960,621.21","$40,435.88",0.00%
+36,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$205,849.87",0.00%
+37,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$14,342.10",0.00%
+38,40,Electric power generation - Biomass,"$3,248,354,871.06","$4,178.21",0.00%
+39,41,Electric power generation - All other,"$598,610,063.76",$769.96,0.00%
+40,42,Electric power transmission and distribution,"$454,802,637,163.46","$583,953.16",0.00%
+41,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$496,491.31",0.00%
+42,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$5,780.85",0.00%
+43,152,Industrial gas manufacturing,"$43,958,605,364.15","$50,307.29",0.00%
+44,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$8,759.44",0.00%
+45,146,Petroleum refineries,"$685,338,713,966.20","$773,671.82",0.00%
+46,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$6,253.89",0.00%
+47,175,Custom compounding of purchased resins,"$12,008,896,270.80","$12,278.87",0.00%
+48,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$10,422.42",0.00%
+49,401,Pipeline transportation,"$77,957,430,742.25","$76,187.68",0.00%
+50,200,Lime manufacturing,"$3,411,426,132.51","$3,220.84",0.00%
+51,241,Metal heat treating,"$6,751,197,386.48","$6,325.68",0.00%
+52,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$21,936.48",0.00%
+53,210,Steel wire drawing,"$6,965,034,108.99","$6,414.30",0.00%
+54,254,Construction machinery manufacturing,"$64,676,876,659.63","$56,388.60",0.00%
+55,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$291,129.07",0.00%
+56,458,Services to buildings,"$184,887,389,840.19","$157,558.13",0.00%
+57,398,Water transportation,"$76,976,695,291.27","$63,141.45",0.00%
+58,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$75,568.90",0.00%
+59,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$82,838.58",0.00%
+60,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$24,811.30",0.00%
+61,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$6,976.45",0.00%
+62,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$33,354.97",0.00%
+63,456,Travel arrangement and reservation services,"$92,038,956,694.17","$72,227.45",0.00%
+64,455,Business support services,"$98,531,422,147.59","$77,126.23",0.00%
+65,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$196,518.14",0.00%
+66,237,Hardware manufacturing,"$11,360,442,824.27","$8,683.80",0.00%
+67,25,Other metal ore mining,"$4,177,930,861.03","$3,170.20",0.00%
+68,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$327,964.10",0.00%
+69,20,Oil and gas extraction,"$440,054,943,164.76","$318,832.36",0.00%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$24,680.09",0.00%
+71,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$265,702.33",0.00%
+72,151,Petrochemical manufacturing,"$213,898,809,710.92","$152,755.30",0.00%
+73,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$39,948.47",0.00%
+74,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$111,689.76",0.00%
+75,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$732,958.00",0.00%
+76,239,Machine shops,"$58,418,188,845.25","$40,588.70",0.00%
+77,403,Couriers and messengers,"$147,389,575,412.04","$102,344.33",0.00%
+78,399,Truck transportation,"$517,459,714,328.88","$359,255.82",0.00%
+79,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$333,055.69",0.00%
+80,459,Landscape and horticultural services,"$165,786,078,305.71","$109,442.67",0.00%
+81,437,Legal services,"$482,145,097,198.44","$316,482.35",0.00%
+82,224,Nonferrous forging,"$5,015,019,698.50","$3,241.22",0.00%
+83,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$19,729.49",0.00%
+84,508,Postal service,"$82,216,438,935.22","$52,910.77",0.00%
+85,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$143,603.91",0.00%
+86,510,Other federal government enterprises,"$6,854,090,185.53","$4,369.88",0.00%
+87,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$371,508.77",0.00%
+88,404,Warehousing and storage,"$196,283,203,045.69","$124,371.18",0.00%
+89,43,Natural gas distribution,"$112,805,479,068.56","$70,461.60",0.00%
+90,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$53,079.85",0.00%
+91,125,Wood preservation,"$12,385,421,188.04","$7,596.32",0.00%
+92,445,Environmental and other technical consulting services,"$89,248,872,652.10","$54,339.77",0.00%
+93,219,Ferrous metal foundries,"$23,423,417,307.88","$14,203.30",0.00%
+94,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$60,970.19",0.00%
+95,505,Business and professional associations,"$73,615,227,688.04","$44,016.21",0.00%
+96,223,Iron and steel forging,"$12,167,051,489.94","$7,268.70",0.00%
+97,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$34,585.18",0.00%
+98,460,Other support services,"$93,493,521,065.46","$55,295.49",0.00%
+99,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$86,534.84",0.00%
+100,221,Custom roll forming,"$3,403,758,221.65","$1,965.05",0.00%
+101,195,Cement manufacturing,"$16,124,794,202.42","$9,308.19",0.00%
+102,185,Other plastics product manufacturing,"$119,757,914,903.54","$68,514.99",0.00%
+103,452,Office administrative services,"$100,789,973,631.90","$57,543.97",0.00%
+104,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$46,679.52",0.00%
+105,124,Sawmills,"$42,023,969,480.44","$23,548.08",0.00%
+106,116,Other textile product mills,"$5,849,355,190.48","$3,262.86",0.00%
+107,229,Plate work manufacturing,"$15,417,788,320.32","$8,592.87",0.00%
+108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$3,091.80",0.00%
+109,145,Support activities for printing,"$3,010,426,339.58","$1,673.70",0.00%
+110,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$72,605.14",0.00%
+111,139,Paperboard container manufacturing,"$102,476,045,826.39","$56,452.71",0.00%
+112,137,Paper mills,"$44,700,830,052.02","$24,624.15",0.00%
+113,27,Sand and gravel mining,"$15,322,656,295.20","$8,383.19",0.00%
+114,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$3,321.03",0.00%
+115,10,All other crop farming,"$22,224,392,154.07","$12,044.59",0.00%
+116,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$14,773.13",0.00%
+117,447,"Advertising, public relations, and related services","$221,366,844,538.02","$119,620.35",0.00%
+118,439,"Architectural, engineering, and related services","$491,156,469,463.54","$262,360.09",0.00%
+119,24,Gold ore and silver ore mining,"$14,012,282,637.55","$7,471.92",0.00%
+120,454,Employment services,"$472,021,118,180.87","$251,080.51",0.00%
+121,226,Handtool manufacturing,"$9,269,806,810.85","$4,927.81",0.00%
+122,440,Specialized design services,"$61,729,364,047.76","$32,813.15",0.00%
+123,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,668.44",0.00%
+124,457,Investigation and security services,"$87,760,959,501.87","$46,314.06",0.00%
+125,138,Paperboard mills,"$37,769,326,092.36","$19,842.00",0.00%
+126,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$212,484.74",0.00%
+127,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$53,273.39",0.00%
+128,238,Spring and wire product manufacturing,"$14,446,923,138.19","$7,360.24",0.00%
+129,478,Performing arts companies,"$40,958,746,144.37","$20,764.63",0.00%
+130,461,Waste management and remediation services,"$177,999,302,351.73","$90,011.74",0.00%
+131,448,Photographic services,"$18,611,681,469.69","$9,370.34",0.00%
+132,23,Iron ore mining,"$4,242,665,589.12","$2,131.10",0.00%
+133,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$3,999.99",0.00%
+134,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$214,787.68",0.00%
+135,413,Radio and television broadcasting,"$126,652,960,389.18","$62,604.70",0.00%
+136,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$25,483.99",0.00%
+137,481,"Independent artists, writers, and performers","$78,191,306,536.76","$38,258.36",0.00%
+138,173,Printing ink manufacturing,"$4,197,932,161.56","$2,046.88",0.00%
+139,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$147,362.68",0.00%
+140,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$25,717.32",0.00%
+141,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$8,148.44",0.00%
+142,444,Management consulting services,"$314,984,356,065.88","$151,430.60",0.00%
+143,144,Printing,"$93,711,787,715.49","$44,982.01",0.00%
+144,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$2,036.22",0.00%
+145,426,"Insurance carriers, except direct life","$763,623,938,208.92","$361,229.96",0.00%
+146,391,Retail - Gasoline stores,"$126,195,524,793.46","$59,421.20",0.00%
+147,406,Periodical publishers,"$28,726,880,599.05","$13,523.16",0.00%
+148,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$121,847.31",0.00%
+149,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$2,986.81",0.00%
+150,493,All other food and drinking places,"$276,447,241,992.94","$128,396.64",0.00%
+151,479,Commercial Sports Except Racing,"$62,631,985,438.99","$28,943.14",0.00%
+152,491,Full-service restaurants,"$600,936,370,418.40","$277,599.68",0.00%
+153,405,Newspaper publishers,"$23,494,267,330.25","$10,833.18",0.00%
+154,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$41,789.27",0.00%
+155,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$27,988.17",0.00%
+156,414,Cable and other subscription programming,"$129,841,466,724.49","$58,634.08",0.00%
+157,486,Other amusement and recreation industries,"$73,097,118,023.77","$32,928.65",0.00%
+158,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$139,098.29",0.00%
+159,490,Other accommodations,"$16,436,225,502.96","$7,380.45",0.00%
+160,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$41,857.73",0.00%
+161,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$7,241.85",0.00%
+162,311,Lighting fixture manufacturing,"$13,551,146,025.36","$6,030.81",0.00%
+163,220,Nonferrous metal foundries,"$14,956,699,164.90","$6,645.70",0.00%
+164,462,Elementary and secondary schools,"$74,365,925,030.62","$32,920.45",0.00%
+165,476,Child day care services,"$86,623,931,960.28","$38,215.18",0.00%
+166,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$33,116.16",0.00%
+167,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$57,231.47",0.00%
+168,507,Private households,"$27,265,934,911.83","$12,003.82",0.00%
+169,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$11,534.52",0.00%
+170,487,Fitness and recreational sports centers,"$40,757,208,080.88","$17,875.61",0.00%
+171,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$49,872.65",0.00%
+172,475,Individual and family services,"$197,385,106,011.81","$86,413.60",0.00%
+173,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$18,095.12",0.00%
+174,503,Religious organizations,"$160,924,588,099.97","$70,212.24",0.00%
+175,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$7,639.85",0.00%
+176,495,Car washes,"$35,373,724,638.09","$15,377.33",0.00%
+177,472,Hospitals,"$1,246,642,306,210.30","$541,490.83",0.00%
+178,480,Racing and Track Operation,"$2,466,251,193.93","$1,069.91",0.00%
+179,394,Retail - General merchandise stores,"$308,393,207,557.39","$133,265.21",0.00%
+180,431,Owner-occupied housing,"$2,353,458,000,000.00","$1,014,498.48",0.00%
+181,201,Gypsum product manufacturing,"$10,849,873,573.69","$4,670.95",0.00%
+182,488,Bowling centers,"$4,651,609,193.39","$1,999.27",0.00%
+183,464,Other educational services,"$150,226,479,511.36","$64,503.29",0.00%
+184,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$12,215.47",0.00%
+185,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$79,536.13",0.00%
+186,492,Limited-service restaurants,"$662,772,350,208.32","$283,253.27",0.00%
+187,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$9,022.08",0.00%
+188,396,Air transportation,"$328,394,890,891.02","$140,169.67",0.00%
+189,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,224.87",0.00%
+190,513,Other state government enterprises,"$26,495,170,772.45","$11,260.69",0.00%
+191,471,Other ambulatory health care services,"$53,046,213,789.29","$22,535.48",0.00%
+192,502,Other personal services,"$133,455,503,992.02","$56,677.93",0.00%
+193,389,Retail - Food and beverage stores,"$340,025,954,447.09","$144,319.19",0.00%
+194,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$97,099.97",0.00%
+195,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$41,458.57",0.00%
+196,516,Other local government enterprises,"$353,931,726,040.53","$149,612.27",0.00%
+197,390,Retail - Health and personal care stores,"$203,751,544,401.25","$85,995.00",0.00%
+198,499,Personal care services,"$99,129,280,065.60","$41,770.12",0.00%
+199,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$83,531.26",0.00%
+200,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$6,709.71",0.00%
+201,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$3,217.82",0.00%
+202,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$10,454.84",0.00%
+203,514,Local government passenger transit,"$14,082,847,680.82","$5,879.42",0.00%
+204,511,State government passenger transit,"$1,585,108,785.26",$661.76,0.00%
+205,425,Direct life insurance carriers,"$118,798,771,122.27","$49,526.34",0.00%
+206,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$9,206.38",0.00%
+207,466,Offices of dentists,"$187,241,521,354.72","$77,747.24",0.00%
+208,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$30,657.64",0.00%
+209,102,Wineries,"$27,858,635,866.29","$11,506.89",0.00%
+210,465,Offices of physicians,"$710,425,690,758.33","$293,077.58",0.00%
+211,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$16,303.46",0.00%
+212,467,Offices of other health practitioners,"$173,037,357,927.83","$71,274.10",0.00%
+213,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$3,725.75",0.00%
+214,506,Labor and civic organizations,"$81,538,720,493.49","$33,423.29",0.00%
+215,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$102,188.94",0.00%
+216,44,"Water, sewage and other systems","$20,702,504,339.27","$8,402.86",0.00%
+217,468,Outpatient care centers,"$254,994,924,915.48","$103,445.45",0.00%
+218,418,"Data processing, hosting, and related services","$490,713,862,620.46","$198,858.19",0.00%
+219,470,Home health care services,"$148,884,219,821.65","$60,260.69",0.00%
+220,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$2,069.44",0.00%
+221,65,Fats and oils refining and blending,"$27,186,577,576.39","$10,986.60",0.00%
+222,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$2,369.39",0.00%
+223,484,Amusement parks and arcades,"$27,154,350,236.67","$10,948.53",0.00%
+224,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$13,896.52",0.00%
+225,58,Dog and cat food manufacturing,"$42,027,131,811.09","$16,796.73",0.00%
+226,400,Transit and ground passenger transportation,"$169,895,344,811.88","$67,663.60",0.00%
+227,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$40,562.62",0.00%
+228,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$14,673.64",0.00%
+229,108,Nonwoven fabric mills,"$8,073,560,162.60","$3,184.76",0.00%
+230,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$21,466.78",0.00%
+231,184,Plastics bottle manufacturing,"$20,649,244,775.09","$8,139.18",0.00%
+232,63,Wet corn milling,"$38,891,507,770.56","$15,326.38",0.00%
+233,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$3,852.28",0.00%
+234,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$40,668.43",0.00%
+235,110,Textile and fabric finishing mills,"$5,488,614,083.97","$2,142.86",0.00%
+236,93,Other snack food manufacturing,"$38,904,968,131.82","$15,182.79",0.00%
+237,101,Breweries,"$37,340,990,790.38","$14,514.51",0.00%
+238,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$11,296.40",0.00%
+239,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$2,021.54",0.00%
+240,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$5,171.54",0.00%
+241,103,Distilleries,"$24,706,251,736.01","$9,574.21",0.00%
+242,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$31,337.28",0.00%
+243,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$3,128.86",0.00%
+244,410,Software publishers,"$481,752,923,538.80","$185,562.78",0.00%
+245,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$3,582.91",0.00%
+246,193,Glass container manufacturing,"$6,929,253,311.43","$2,662.87",0.00%
+247,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$1,792.61",0.00%
+248,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$107,721.36",0.00%
+249,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$33,189.07",0.00%
+250,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$16,935.98",0.00%
+251,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$100,844.28",0.00%
+252,91,Tortilla manufacturing,"$6,637,815,191.50","$2,506.20",0.00%
+253,73,Frozen specialties manufacturing,"$29,906,861,739.21","$11,214.72",0.00%
+254,100,Manufactured ice,"$1,531,542,683.93",$574.12,0.00%
+255,106,Broadwoven fabric mills,"$6,004,476,568.14","$2,249.65",0.00%
+256,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$8,445.21",0.00%
+257,449,Veterinary services,"$71,596,357,121.77","$26,787.77",0.00%
+258,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$7,463.32",0.00%
+259,67,Beet sugar manufacturing,"$4,964,816,518.93","$1,851.37",0.00%
+260,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$5,065.90",0.00%
+261,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$28,590.37",0.00%
+262,443,"Other computer related services, including facilities management","$72,014,303,860.80","$26,737.37",0.00%
+263,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$4,944.58",0.00%
+264,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$5,258.34",0.00%
+265,64,Soybean and other oilseed processing,"$76,308,728,857.11","$28,145.34",0.00%
+266,3,Vegetable and melon farming,"$30,885,272,746.48","$11,387.94",0.00%
+267,363,Dental laboratories,"$6,071,164,155.13","$2,236.17",0.00%
+268,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$5,397.94",0.00%
+269,60,Flour milling,"$24,410,235,377.89","$8,976.46",0.00%
+270,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$103,334.73",0.00%
+271,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$125,893.89",0.00%
+272,429,Other real estate,"$2,063,772,881,991.79","$757,480.28",0.00%
+273,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$2,677.58",0.00%
+274,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$74,988.16",0.00%
+275,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$1,919.86",0.00%
+276,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$4,910.18",0.00%
+277,62,Malt manufacturing,"$1,609,185,168.11",$585.75,0.00%
+278,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$6,074.10",0.00%
+279,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$6,107.23",0.00%
+280,409,Greeting card publishing,"$620,260,994.43",$224.39,0.00%
+281,59,Other animal food manufacturing,"$65,579,824,303.67","$23,577.02",0.00%
+282,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32",$631.50,0.00%
+283,68,Sugar cane mills and refining,"$9,295,080,877.39","$3,328.71",0.00%
+284,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$2,485.08",0.00%
+285,83,Poultry processing,"$105,186,301,944.41","$37,552.70",0.00%
+286,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$19,919.09",0.00%
+287,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$2,298.60",0.00%
+288,412,Sound recording industries,"$31,525,668,537.03","$11,215.28",0.00%
+289,434,Video tape and disc rental,"$2,056,888,651.68",$731.62,0.00%
+290,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$2,949.72",0.00%
+291,328,Motor home manufacturing,"$8,213,805,405.62","$2,900.99",0.00%
+292,98,All other food manufacturing,"$57,495,650,042.31","$20,136.49",0.00%
+293,18,Commercial hunting and trapping,"$1,457,086,312.35",$508.86,0.00%
+294,77,Cheese manufacturing,"$78,758,678,813.71","$27,484.02",0.00%
+295,235,Metal cans manufacturing,"$27,208,678,262.97","$9,492.11",0.00%
+296,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$8,177.29",0.00%
+297,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$4,848.71",0.00%
+298,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$2,524.41",0.00%
+299,500,Death care services,"$21,907,750,073.48","$7,617.34",0.00%
+300,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$1,388.17",0.00%
+301,113,Curtain and linen mills,"$2,979,017,369.60","$1,033.93",0.00%
+302,143,All other converted paper product manufacturing,"$7,484,025,289.68","$2,592.68",0.00%
+303,97,Spice and extract manufacturing,"$19,373,537,300.45","$6,686.48",0.00%
+304,172,Toilet preparation manufacturing,"$45,913,297,452.17","$15,842.55",0.00%
+305,114,Textile bag and canvas mills,"$5,249,055,341.28","$1,810.86",0.00%
+306,13,Poultry and egg production,"$78,014,200,034.51","$26,894.06",0.00%
+307,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$86,634.92",0.00%
+308,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$3,175.13",0.00%
+309,131,"Other millwork, including flooring","$11,872,958,758.31","$4,060.91",0.00%
+310,117,Apparel knitting mills,"$1,078,135,943.04",$368.10,0.00%
+311,171,Surface active agent manufacturing,"$7,929,977,473.13","$2,705.47",0.00%
+312,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$1,551.73",0.00%
+313,129,Wood windows and door manufacturing,"$22,029,620,673.99","$7,502.16",0.00%
+314,12,Dairy cattle and milk production,"$55,960,191,839.82","$19,054.99",0.00%
+315,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$10,359.86",0.00%
+316,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$2,393.05",0.00%
+317,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$4,432.94",0.00%
+318,118,Cut and sew apparel contractors,"$2,653,123,700.63",$893.41,0.00%
+319,292,Other communications equipment manufacturing,"$8,476,374,888.63","$2,851.91",0.00%
+320,415,Wired telecommunications carriers,"$312,303,330,075.70","$105,036.28",0.00%
+321,4,Fruit farming,"$27,048,229,916.23","$9,067.58",0.00%
+322,344,Boat building,"$16,575,494,394.55","$5,511.05",0.00%
+323,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$5,028.59",0.00%
+324,79,Fluid milk manufacturing,"$58,670,165,867.62","$19,423.74",0.00%
+325,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$2,868.79",0.00%
+326,473,Nursing and community care facilities,"$259,557,368,469.24","$85,545.18",0.00%
+327,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$13,209.17",0.00%
+328,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,192.40",0.00%
+329,87,Seafood product preparation and packaging,"$18,709,695,060.42","$6,131.56",0.00%
+330,407,Book publishers,"$38,981,960,284.47","$12,757.83",0.00%
+331,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$2,496.43",0.00%
+332,75,Canned specialties,"$12,228,701,977.18","$3,976.24",0.00%
+333,122,Footwear manufacturing,"$3,007,443,476.76",$975.32,0.00%
+334,80,Creamery butter manufacturing,"$9,920,387,946.25","$3,207.25",0.00%
+335,167,Paint and coating manufacturing,"$40,256,103,819.80","$13,009.80",0.00%
+336,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$4,738.22",0.00%
+337,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65",$828.13,0.00%
+338,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02",$829.77,0.00%
+339,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$12,122.37",0.00%
+340,85,Meat processed from carcasses,"$97,119,832,558.67","$30,585.37",0.00%
+341,168,Adhesive manufacturing,"$19,417,045,098.31","$6,106.97",0.00%
+342,104,Tobacco manufacturing,"$54,449,721,766.50","$17,038.10",0.00%
+343,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$3,357.38",0.00%
+344,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$9,569.17",0.00%
+345,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$2,268.48",0.00%
+346,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$2,351.32",0.00%
+347,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$1,846.27",0.00%
+348,430,Tenant-occupied housing,"$685,796,968,030.48","$212,342.68",0.00%
+349,2,Grain farming,"$92,515,635,807.06","$28,641.50",0.00%
+350,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$7,895.75",0.00%
+351,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$38,242.37",0.00%
+352,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$1,304.84",0.00%
+353,357,Mattress manufacturing,"$9,419,270,908.18","$2,852.79",0.00%
+354,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$15,269.62",0.00%
+355,230,Metal window and door manufacturing,"$25,916,655,606.62","$7,811.94",0.00%
+356,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$5,668.03",0.00%
+357,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$37,251.23",0.00%
+358,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$10,973.95",0.00%
+359,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$3,351.72",0.00%
+360,411,Motion picture and video industries,"$175,387,116,345.71","$50,658.01",0.00%
+361,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12",$805.17,0.00%
+362,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$2,129.12",0.00%
+363,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$8,910.02",0.00%
+364,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,181.12",0.00%
+365,299,Other electronic component manufacturing,"$20,043,941,097.34","$5,731.55",0.00%
+366,94,Coffee and tea manufacturing,"$20,863,690,975.72","$5,957.61",0.00%
+367,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$5,097.98",0.00%
+368,61,Rice milling,"$4,898,466,736.87","$1,392.54",0.00%
+369,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$2,684.65",0.00%
+370,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$2,369.88",0.00%
+371,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76",$906.21,0.00%
+372,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$6,843.07",0.00%
+373,111,Fabric coating mills,"$2,941,340,275.34",$799.44,0.00%
+374,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,837.23",0.00%
+375,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59",$315.02,0.00%
+376,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$7,151.11",0.00%
+377,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$7,088.32",0.00%
+378,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$3,052.68",0.00%
+379,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$1,864.60",0.00%
+380,32,Metal mining services,"$2,048,448,774.82",$522.97,0.00%
+381,123,Other leather and allied product manufacturing,"$2,323,613,504.79",$589.60,0.00%
+382,453,Facilities support services,"$38,362,646,138.12","$9,696.59",0.00%
+383,199,Other concrete product manufacturing,"$20,872,805,363.99","$5,234.60",0.00%
+384,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$1,581.42",0.00%
+385,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$7,865.33",0.00%
+386,17,Commercial fishing,"$6,396,190,709.37","$1,590.18",0.00%
+387,141,Stationery product manufacturing,"$6,277,104,685.19","$1,557.68",0.00%
+388,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,706.87",0.00%
+389,318,Battery manufacturing,"$39,581,382,532.18","$9,704.70",0.00%
+390,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$3,656.40",0.00%
+391,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$5,061.40",0.00%
+392,1,Oilseed farming,"$49,937,187,262.22","$11,738.27",0.00%
+393,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$2,682.48",0.00%
+394,321,Wiring device manufacturing,"$23,088,452,099.69","$5,361.01",0.00%
+395,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$3,086.10",0.00%
+396,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$3,645.25",0.00%
+397,373,Burial casket manufacturing,"$823,043,789.50",$186.73,0.00%
+398,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$1,793.49",0.00%
+399,231,Sheet metal work manufacturing,"$38,948,717,887.18","$8,741.86",0.00%
+400,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$4,257.81",0.00%
+401,121,Leather and hide tanning and finishing,"$1,222,349,401.99",$270.04,0.00%
+402,358,Blind and shade manufacturing,"$2,260,551,655.48",$493.10,0.00%
+403,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$3,458.57",0.00%
+404,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,230.47",0.00%
+405,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$3,632.73",0.00%
+406,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$3,414.49",0.00%
+407,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$7,862.16",0.00%
+408,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$2,609.51",0.00%
+409,273,Other engine equipment manufacturing,"$48,785,187,978.27","$9,889.26",0.00%
+410,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87",$283.03,0.00%
+411,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$1,069.91",0.00%
+412,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41",$789.26,0.00%
+413,302,Automatic environmental control manufacturing,"$3,759,012,878.80",$732.68,0.00%
+414,441,Custom computer programming services,"$369,576,048,122.11","$69,483.61",0.00%
+415,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$2,692.36",0.00%
+416,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91",$949.85,0.00%
+417,442,Computer systems design services,"$372,342,526,925.07","$68,761.51",0.00%
+418,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$1,476.97",0.00%
+419,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$1,875.17",0.00%
+420,298,Electronic connector manufacturing,"$10,285,711,165.08","$1,824.63",0.00%
+421,5,Tree nut farming,"$10,840,952,356.98","$1,921.22",0.00%
+422,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99",$645.18,0.00%
+423,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$1,166.64",0.00%
+424,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$2,476.88",0.00%
+425,136,Pulp mills,"$4,388,558,617.42",$686.29,0.00%
+426,313,Major household appliance manufacturing,"$31,013,443,561.11","$4,823.23",0.00%
+427,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,688.19",0.00%
+428,191,Flat glass manufacturing,"$5,646,246,245.84",$830.55,0.00%
+429,370,Musical instrument manufacturing,"$2,442,378,807.18",$340.70,0.00%
+430,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05",$493.27,0.00%
+431,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$1,921.12",0.00%
+432,205,Mineral wool manufacturing,"$10,606,371,397.91","$1,337.38",0.00%
+433,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48",$479.46,0.00%
+434,112,Carpet and rug mills,"$11,693,395,459.88","$1,471.54",0.00%
+435,8,Cotton farming,"$5,875,423,327.42",$737.58,0.00%
+436,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$5,507.43",0.00%
+437,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$6,505.54",0.00%
+438,265,Industrial mold manufacturing,"$7,530,247,856.23",$918.33,0.00%
+439,368,Sign manufacturing,"$16,164,025,409.21","$1,954.55",0.00%
+440,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$1,847.78",0.00%
+441,446,Scientific research and development services,"$1,205,188,770,353.59","$136,795.08",0.00%
+442,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$2,066.32",0.00%
+443,31,Support activities for oil and gas operations,"$91,409,573,478.95","$9,107.37",0.00%
+444,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$3,626.68",0.00%
+445,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$1,579.69",0.00%
+446,33,Other nonmetallic minerals services,"$3,066,411,048.87",$290.29,0.00%
+447,342,Railroad rolling stock manufacturing,"$10,648,227,165.95",$992.75,0.00%
+448,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$1,853.60",0.00%
+449,334,Motor vehicle metal stamping,"$37,315,706,996.08","$3,396.90",0.00%
+450,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$1,025.97",0.00%
+451,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74",$469.54,0.00%
+452,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$1,331.03",0.00%
+453,315,Motor and generator manufacturing,"$20,631,390,946.06","$1,605.29",0.00%
+454,280,Power-driven handtool manufacturing,"$5,652,316,770.11",$413.00,0.00%
+455,7,Tobacco farming,"$938,019,405.97",$68.53,0.00%
+456,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$1,401.84",0.00%
+457,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80",$853.87,0.00%
+458,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$3,732.74",0.00%
+459,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$29,912.22",0.00%
+460,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$1,407.84",0.00%
+461,288,Computer storage device manufacturing,"$9,130,764,626.37",$508.85,0.00%
+462,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85",$905.74,0.00%
+463,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22",$516.85,0.00%
+464,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$1,204.18",0.00%
+465,287,Electronic computer manufacturing,"$59,399,365,371.42","$3,069.40",0.00%
+466,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60",$310.19,0.00%
+467,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97",$524.18,0.00%
+468,343,Ship building and repairing,"$36,749,502,389.40","$1,670.36",0.00%
+469,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07",$240.13,0.00%
+470,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53",$275.94,0.00%
+471,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97",$738.36,0.00%
+472,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$1,198.42",0.00%
+473,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35",$203.03,0.00%
+474,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$1,498.52",0.00%
+475,282,Packaging machinery manufacturing,"$10,093,518,599.74",$318.30,0.00%
+476,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,016.57",0.00%
+477,268,Machine tool manufacturing,"$14,689,449,094.47",$436.47,0.00%
+478,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40",$252.92,0.00%
+479,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79",$803.89,0.00%
+480,260,All other industrial machinery manufacturing,"$26,064,489,613.33",$648.21,0.00%
+481,258,Food product machinery manufacturing,"$8,325,550,800.97",$193.46,0.00%
+482,326,Motor vehicle body manufacturing,"$27,031,285,117.11",$617.92,0.00%
+483,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09",$837.46,0.00%
+484,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85",$442.46,0.00%
+485,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66",$236.26,0.00%
+486,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33",$885.43,0.00%
+487,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28",$73.90,0.00%
+488,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26",$491.46,0.00%
+489,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20",$141.70,0.00%
+490,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43",$205.52,0.00%
+491,354,Custom architectural woodwork and millwork,"$6,542,805,074.05",$62.44,0.00%
+492,352,Institutional furniture manufacturing,"$6,520,456,951.78",$53.93,0.00%
+493,257,Semiconductor machinery manufacturing,"$20,914,542,877.68",$166.36,0.00%
+494,275,Air and gas compressor manufacturing,"$11,295,952,281.20",$85.96,0.00%
+495,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89",$108.35,0.00%
+496,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98",$448.61,0.00%
+497,327,Truck trailer manufacturing,"$18,669,883,339.14",$92.46,0.00%
+498,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20",$58.59,0.00%
+499,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95",$34.18,0.00%
+500,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42",$256.92,0.00%
+501,307,Irradiation apparatus manufacturing,"$11,336,061,543.92",$42.40,0.00%
+502,325,Heavy duty truck manufacturing,"$40,717,164,048.65",$141.51,0.00%
+503,353,Wood office furniture manufacturing,"$4,581,758,413.14",$15.13,0.00%
+504,337,Aircraft manufacturing,"$153,008,468,478.69",$360.09,0.00%
+505,30,Drilling oil and gas wells,"$11,827,333,275.53",$25.82,0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19",$25.91,0.00%
+507,51,Construction of other new nonresidential structures,"$160,786,345,780.64",$0.00,0.00%
+508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+509,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+510,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+511,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+512,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+513,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+514,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+515,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+516,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+517,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+518,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+519,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+520,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+521,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+522,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+523,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+524,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+525,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+526,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+527,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+528,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/occupation_impacts_table.csv
new file mode 100644
index 0000000..f86efba
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,2.80,2.64,"$534,216.53","$98,370.33","$632,586.86","6,206.65"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",0.73,0.70,"$178,801.73","$30,269.93","$209,071.66","1,553.41"
+11-3000,Operations Specialties Managers,2.40,2.33,"$496,585.13","$91,489.28","$588,074.41","5,129.94"
+11-9000,Other Management Occupations,1.84,1.74,"$280,545.26","$53,536.73","$334,081.99","3,848.96"
+13-1000,Business Operations Specialists,4.30,4.11,"$506,741.41","$90,065.85","$596,807.25","8,455.44"
+13-2000,Financial Specialists,2.30,2.22,"$368,323.27","$61,231.20","$429,554.47","4,589.08"
+15-1200,Computer Occupations,2.25,2.16,"$382,605.89","$62,624.76","$445,230.65","4,456.49"
+15-2000,Mathematical Science Occupations,0.23,0.22,"$40,180.99","$6,738.05","$46,919.04",458.78
+17-1000,"Architects, Surveyors, and Cartographers",0.28,0.27,"$22,488.55","$4,419.38","$26,907.92",575.79
+17-2000,Engineers,1.79,1.75,"$207,955.08","$43,142.03","$251,097.11","3,887.44"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.27,0.26,"$25,966.96","$5,041.42","$31,008.38",531.07
+19-1000,Life Scientists,0.11,0.11,"$14,632.54","$2,677.84","$17,310.37",225.50
+19-2000,Physical Scientists,0.10,0.10,"$14,221.05","$2,951.79","$17,172.85",200.11
+19-3000,Social Scientists and Related Workers,0.05,0.05,"$6,188.83","$1,107.34","$7,296.17",96.58
+19-4000,"Life, Physical, and Social Science Technicians",0.18,0.18,"$14,181.65","$3,135.63","$17,317.28",361.26
+19-5000,Occupational Health and Safety Specialists and Technicians,0.35,0.34,"$29,683.05","$6,628.15","$36,311.20",719.00
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",0.68,0.61,"$40,652.69","$7,668.59","$48,321.28","1,187.56"
+21-2000,Religious Workers,0.32,0.27,"$14,926.14","$2,181.24","$17,107.38",622.53
+23-1000,"Lawyers, Judges, and Related Workers",0.38,0.37,"$99,972.24","$16,785.76","$116,758.00",809.71
+23-2000,Legal Support Workers,0.24,0.23,"$21,064.56","$3,534.13","$24,598.69",437.67
+25-1000,Postsecondary Teachers,0.20,0.18,"$19,558.32","$4,376.97","$23,935.29",296.99
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.41,0.37,"$20,019.92","$4,008.39","$24,028.31",714.46
+25-3000,Other Teachers and Instructors,0.26,0.24,"$10,896.61","$2,148.19","$13,044.80",338.88
+25-4000,"Librarians, Curators, and Archivists",0.02,0.02,"$1,335.48",$243.93,"$1,579.41",32.63
+25-9000,Other Educational Instruction and Library Occupations,0.21,0.19,"$9,260.79","$1,804.20","$11,064.99",296.75
+27-1000,Art and Design Workers,0.30,0.29,"$29,647.45","$4,998.51","$34,645.96",530.11
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.26,0.23,"$28,778.87","$4,993.29","$33,772.16",365.13
+27-3000,Media and Communication Workers,0.30,0.29,"$35,965.15","$6,291.79","$42,256.93",553.93
+27-4000,Media and Communication Equipment Workers,0.14,0.13,"$12,620.64","$2,178.49","$14,799.13",234.25
+29-1000,Healthcare Diagnosing or Treating Practitioners,2.26,2.09,"$314,314.70","$61,775.74","$376,090.44","4,138.27"
+29-2000,Health Technologists and Technicians,1.13,1.04,"$72,621.75","$14,290.33","$86,912.07","2,002.67"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.05,0.04,"$4,012.99",$751.86,"$4,764.85",89.73
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",2.14,1.92,"$69,933.85","$13,573.60","$83,507.45","3,328.82"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.08,0.07,"$3,738.46",$742.53,"$4,480.99",112.80
+31-9000,Other Healthcare Support Occupations,0.68,0.62,"$31,464.43","$5,982.96","$37,447.39","1,119.13"
+33-1000,Supervisors of Protective Service Workers,0.05,0.04,"$4,023.04",$756.97,"$4,780.01",93.46
+33-2000,Firefighting and Prevention Workers,0.01,0.01,$772.82,$141.66,$914.48,35.25
+33-3000,Law Enforcement Workers,0.01,0.01,$798.76,$217.39,"$1,016.15",20.31
+33-9000,Other Protective Service Workers,0.91,0.84,"$44,357.80","$8,076.00","$52,433.80","1,528.49"
+35-1000,Supervisors of Food Preparation and Serving Workers,0.62,0.50,"$33,174.67","$4,788.48","$37,963.15","1,037.88"
+35-2000,Cooks and Food Preparation Workers,1.54,1.25,"$49,851.65","$7,355.40","$57,207.05","2,087.90"
+35-3000,Food and Beverage Serving Workers,3.22,2.59,"$87,557.96","$12,418.59","$99,976.55","3,540.59"
+35-9000,Other Food Preparation and Serving Related Workers,0.70,0.56,"$17,429.97","$2,473.82","$19,903.80",692.24
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.15,0.14,"$9,115.78","$1,577.29","$10,693.07",305.84
+37-2000,Building Cleaning and Pest Control Workers,1.86,1.69,"$72,891.43","$12,955.17","$85,846.60","2,925.73"
+37-3000,Grounds Maintenance Workers,0.52,0.47,"$24,039.10","$4,193.39","$28,232.49",885.02
+39-1000,Supervisors of Personal Care and Service Workers,0.09,0.07,"$5,328.90","$1,045.45","$6,374.35",148.37
+39-2000,Animal Care and Service Workers,0.11,0.10,"$3,695.68",$564.09,"$4,259.77",148.37
+39-3000,Entertainment Attendants and Related Workers,0.26,0.22,"$8,250.51","$1,678.16","$9,928.67",283.31
+39-4000,Funeral Service Workers,0.02,0.02,$815.06,$116.91,$931.96,27.83
+39-5000,Personal Appearance Workers,0.21,0.18,"$7,117.75","$1,057.01","$8,174.75",283.63
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.03,0.03,"$1,313.31",$225.44,"$1,538.76",44.90
+39-7000,Tour and Travel Guides,0.09,0.08,"$4,627.23",$833.72,"$5,460.96",98.71
+39-9000,Other Personal Care and Service Workers,0.51,0.44,"$14,073.59","$2,470.52","$16,544.11",593.50
+41-1000,Supervisors of Sales Workers,0.64,0.57,"$50,481.57","$9,833.23","$60,314.80","1,252.64"
+41-2000,Retail Sales Workers,3.38,2.98,"$118,621.63","$24,458.19","$143,079.82","4,616.13"
+41-3000,"Sales Representatives, Services",1.31,1.25,"$167,092.54","$27,538.71","$194,631.25","2,625.92"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",1.25,1.20,"$145,882.24","$24,270.15","$170,152.39","2,622.02"
+41-9000,Other Sales and Related Workers,0.27,0.26,"$22,047.01","$3,627.25","$25,674.26",465.34
+43-1000,Supervisors of Office and Administrative Support Workers,0.86,0.82,"$80,876.88","$15,145.20","$96,022.08","1,686.77"
+43-2000,Communications Equipment Operators,0.02,0.02,$931.37,$169.30,"$1,100.66",31.09
+43-3000,Financial Clerks,1.68,1.60,"$108,973.87","$19,621.19","$128,595.05","2,998.41"
+43-4000,Information and Record Clerks,2.67,2.51,"$158,906.39","$28,344.22","$187,250.62","4,470.28"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",1.47,1.36,"$94,146.01","$26,125.65","$120,271.66","2,838.08"
+43-6000,Secretaries and Administrative Assistants,1.60,1.50,"$103,456.68","$18,526.90","$121,983.58","2,833.34"
+43-9000,Other Office and Administrative Support Workers,1.80,1.70,"$89,341.98","$16,349.09","$105,691.07","2,951.33"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.03,0.03,"$2,233.61",$540.26,"$2,773.88",67.23
+45-2000,Agricultural Workers,0.33,0.29,"$14,386.54","$3,175.82","$17,562.36",560.57
+45-3000,Fishing and Hunting Workers,0.00,0.00,$62.40,$19.88,$82.28,1.84
+45-4000,"Forest, Conservation, and Logging Workers",0.05,0.05,"$3,387.98","$1,060.91","$4,448.89",112.22
+47-1000,Supervisors of Construction and Extraction Workers,3.64,3.57,"$335,458.58","$76,470.24","$411,928.82","8,046.56"
+47-2000,Construction Trades Workers,8.15,7.99,"$504,000.80","$113,499.09","$617,499.89","17,002.97"
+47-3000,"Helpers, Construction Trades",0.02,0.02,"$1,140.54",$206.39,"$1,346.93",38.22
+47-4000,Other Construction and Related Workers,0.21,0.21,"$16,362.37","$3,812.25","$20,174.62",449.50
+47-5000,Extraction Workers,13.18,12.97,"$744,660.44","$172,594.01","$917,254.44","31,027.54"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.48,1.44,"$149,400.78","$33,741.43","$183,142.21","3,333.36"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.29,0.27,"$25,720.32","$5,416.87","$31,137.19",600.27
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",3.23,3.09,"$217,566.62","$46,223.23","$263,789.84","6,879.66"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",5.06,4.91,"$332,340.75","$73,322.74","$405,663.49","10,550.67"
+51-1000,Supervisors of Production Workers,0.55,0.54,"$55,333.88","$12,764.55","$68,098.43","1,226.78"
+51-2000,Assemblers and Fabricators,0.66,0.64,"$39,143.84","$7,981.06","$47,124.90","1,269.66"
+51-3000,Food Processing Workers,0.31,0.28,"$14,734.69","$3,128.87","$17,863.56",555.47
+51-4000,Metal Workers and Plastic Workers,1.33,1.30,"$89,688.49","$19,662.24","$109,350.73","2,761.42"
+51-5100,Printing Workers,0.10,0.10,"$5,748.94","$1,129.45","$6,878.39",189.12
+51-6000,"Textile, Apparel, and Furnishings Workers",0.21,0.20,"$9,891.46","$1,782.75","$11,674.21",367.55
+51-7000,Woodworkers,0.06,0.06,"$3,394.84",$692.89,"$4,087.73",117.84
+51-8000,Plant and System Operators,0.35,0.34,"$32,032.14","$9,042.37","$41,074.52",745.27
+51-9000,Other Production Occupations,2.20,2.14,"$141,437.64","$31,887.31","$173,324.95","4,378.31"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.60,0.58,"$53,173.18","$11,407.54","$64,580.72","1,294.11"
+53-2000,Air Transportation Workers,0.14,0.13,"$25,515.66","$6,241.95","$31,757.61",249.76
+53-3000,Motor Vehicle Operators,3.55,3.37,"$218,552.82","$47,805.87","$266,358.68","7,185.75"
+53-4000,Rail Transportation Workers,0.50,0.47,"$41,932.09","$12,738.52","$54,670.62","1,199.95"
+53-5000,Water Transportation Workers,0.16,0.15,"$15,752.87","$3,086.41","$18,839.28",379.00
+53-6000,Other Transportation Workers,0.18,0.16,"$8,530.28","$1,734.59","$10,264.86",280.85
+53-7000,Material Moving Workers,6.25,5.96,"$315,335.69","$64,500.17","$379,835.86","11,117.32"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/tax_results.csv
new file mode 100644
index 0000000..ece356a
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$295,007.08","$301,339.49","$199,287.31","$846,377.21","$1,208,462.19","$2,850,473.27"
+2 - Indirect,"$136,251.30","$135,848.10","$90,691.89","$433,451.16","$1,169,352.66","$1,965,595.11"
+3 - Induced,"$117,056.22","$116,785.58","$77,877.50","$371,178.38","$955,491.67","$1,638,389.36"
+,"$548,314.59","$553,973.18","$367,856.69","$1,651,006.76","$3,333,306.52","$6,454,457.74"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..a1b1573
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$40,369,797,410.22","$24,575,614.29"
+2,174,Explosives manufacturing,"$3,336,015,892.42","$278,233.41"
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$99,468.76"
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$86,857.65"
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$187,588.16"
+6,161,Fertilizer mixing,"$6,609,942,413.23","$36,191.02"
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$52,557.62"
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$122,767.98"
+9,397,Rail transportation,"$92,013,918,170.42","$479,362.19"
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$101,958.53"
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$90,404.89"
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$548,357.70"
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$838,102.33"
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$51,986.83"
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$4,090.72"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..d5fb6c3
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.59,"$7,685,078.30","$27,849,675.92","$47,000,000.00"
+2 - Indirect,90.71,"$9,659,894.23","$16,761,980.65","$31,570,819.29"
+3 - Induced,106.23,"$7,652,331.51","$14,376,752.48","$24,378,219.48"
+,250.53,"$24,997,304.04","$58,988,409.05","$102,949,038.76"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..f0d083d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42",0.12%
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20",0.02%
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36",0.00%
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53",0.00%
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87",0.00%
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57",0.00%
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48",0.00%
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45",0.00%
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68",0.00%
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31",0.00%
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45",0.00%
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20",0.00%
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55",0.00%
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01",0.00%
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73",0.00%
+16,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$1,295,329.55",0.00%
+17,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$40,758.68",0.00%
+18,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$18,399.42",0.00%
+19,186,Tire manufacturing,"$25,656,100,926.70","$106,440.90",0.00%
+20,451,Management of companies and enterprises,"$819,034,418,120.62","$3,212,341.72",0.00%
+21,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$49,391.14",0.00%
+22,16,Commercial logging,"$9,708,016,677.17","$36,426.77",0.00%
+23,188,Other rubber product manufacturing,"$18,947,852,104.12","$60,199.55",0.00%
+24,424,Other financial investment activities,"$568,453,393,226.55","$1,719,889.09",0.00%
+25,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$148,585.58",0.00%
+26,109,Knit fabric mills,"$1,209,761,149.04","$3,619.11",0.00%
+27,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$649,706.02",0.00%
+28,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$3,285.37",0.00%
+29,509,Federal electric utilities,"$15,278,393,331.48","$39,913.15",0.00%
+30,515,Local government electric utilities,"$63,242,600,402.80","$164,356.10",0.00%
+31,512,State government electric utilities,"$2,138,213,300.81","$5,547.27",0.00%
+32,39,Electric power generation - Geothermal,"$1,089,212,605.47","$2,802.54",0.00%
+33,36,Electric power generation - Nuclear,"$48,600,191,094.94","$125,048.15",0.00%
+34,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$28,689.69",0.00%
+35,37,Electric power generation - Solar,"$15,183,687,778.59","$39,067.59",0.00%
+36,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$411,778.42",0.00%
+37,38,Electric power generation - Wind,"$31,436,960,621.21","$80,887.21",0.00%
+38,40,Electric power generation - Biomass,"$3,248,354,871.06","$8,358.01",0.00%
+39,41,Electric power generation - All other,"$598,610,063.76","$1,540.22",0.00%
+40,42,Electric power transmission and distribution,"$454,802,637,163.46","$1,168,129.94",0.00%
+41,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$993,088.74",0.00%
+42,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$11,562.58",0.00%
+43,152,Industrial gas manufacturing,"$43,958,605,364.15","$100,626.30",0.00%
+44,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$17,519.90",0.00%
+45,146,Petroleum refineries,"$685,338,713,966.20","$1,547,595.79",0.00%
+46,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$12,508.02",0.00%
+47,175,Custom compounding of purchased resins,"$12,008,896,270.80","$24,560.93",0.00%
+48,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$20,847.37",0.00%
+49,401,Pipeline transportation,"$77,957,430,742.25","$152,400.34",0.00%
+50,200,Lime manufacturing,"$3,411,426,132.51","$6,442.51",0.00%
+51,241,Metal heat treating,"$6,751,197,386.48","$12,653.00",0.00%
+52,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$43,878.58",0.00%
+53,210,Steel wire drawing,"$6,965,034,108.99","$12,829.84",0.00%
+54,254,Construction machinery manufacturing,"$64,676,876,659.63","$112,777.41",0.00%
+55,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$582,451.90",0.00%
+56,458,Services to buildings,"$184,887,389,840.19","$315,184.67",0.00%
+57,398,Water transportation,"$76,976,695,291.27","$126,317.46",0.00%
+58,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$151,186.19",0.00%
+59,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$165,724.30",0.00%
+60,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$49,628.30",0.00%
+61,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$13,954.40",0.00%
+62,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$66,731.93",0.00%
+63,456,Travel arrangement and reservation services,"$92,038,956,694.17","$144,504.46",0.00%
+64,455,Business support services,"$98,531,422,147.59","$154,291.04",0.00%
+65,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$393,150.55",0.00%
+66,237,Hardware manufacturing,"$11,360,442,824.27","$17,369.75",0.00%
+67,25,Other metal ore mining,"$4,177,930,861.03","$6,341.53",0.00%
+68,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$656,055.89",0.00%
+69,20,Oil and gas extraction,"$440,054,943,164.76","$637,771.61",0.00%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$49,368.10",0.00%
+71,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$531,604.00",0.00%
+72,151,Petrochemical manufacturing,"$213,898,809,710.92","$305,567.29",0.00%
+73,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$79,907.18",0.00%
+74,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$223,434.38",0.00%
+75,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$1,466,444.23",0.00%
+76,239,Machine shops,"$58,418,188,845.25","$81,189.33",0.00%
+77,403,Couriers and messengers,"$147,389,575,412.04","$204,748.19",0.00%
+78,399,Truck transportation,"$517,459,714,328.88","$718,710.23",0.00%
+79,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$666,359.76",0.00%
+80,459,Landscape and horticultural services,"$165,786,078,305.71","$218,947.99",0.00%
+81,437,Legal services,"$482,145,097,198.44","$633,193.56",0.00%
+82,224,Nonferrous forging,"$5,015,019,698.50","$6,483.02",0.00%
+83,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$39,470.37",0.00%
+84,508,Postal service,"$82,216,438,935.22","$105,859.38",0.00%
+85,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$287,267.21",0.00%
+86,510,Other federal government enterprises,"$6,854,090,185.53","$8,743.61",0.00%
+87,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$743,297.20",0.00%
+88,404,Warehousing and storage,"$196,283,203,045.69","$248,823.19",0.00%
+89,43,Natural gas distribution,"$112,805,479,068.56","$140,978.54",0.00%
+90,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$106,192.22",0.00%
+91,125,Wood preservation,"$12,385,421,188.04","$15,194.63",0.00%
+92,445,Environmental and other technical consulting services,"$89,248,872,652.10","$108,712.48",0.00%
+93,219,Ferrous metal foundries,"$23,423,417,307.88","$28,409.48",0.00%
+94,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$121,999.35",0.00%
+95,505,Business and professional associations,"$73,615,227,688.04","$88,077.49",0.00%
+96,223,Iron and steel forging,"$12,167,051,489.94","$14,538.85",0.00%
+97,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$69,175.62",0.00%
+98,460,Other support services,"$93,493,521,065.46","$110,625.76",0.00%
+99,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$173,088.66",0.00%
+100,221,Custom roll forming,"$3,403,758,221.65","$3,930.62",0.00%
+101,195,Cement manufacturing,"$16,124,794,202.42","$18,618.09",0.00%
+102,185,Other plastics product manufacturing,"$119,757,914,903.54","$137,069.52",0.00%
+103,452,Office administrative services,"$100,789,973,631.90","$115,125.44",0.00%
+104,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$93,376.50",0.00%
+105,124,Sawmills,"$42,023,969,480.44","$47,102.87",0.00%
+106,116,Other textile product mills,"$5,849,355,190.48","$6,527.80",0.00%
+107,229,Plate work manufacturing,"$15,417,788,320.32","$17,189.31",0.00%
+108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$6,184.64",0.00%
+109,145,Support activities for printing,"$3,010,426,339.58","$3,348.50",0.00%
+110,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$145,245.56",0.00%
+111,137,Paper mills,"$44,700,830,052.02","$49,267.61",0.00%
+112,139,Paperboard container manufacturing,"$102,476,045,826.39","$112,943.27",0.00%
+113,27,Sand and gravel mining,"$15,322,656,295.20","$16,767.54",0.00%
+114,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$6,644.19",0.00%
+115,10,All other crop farming,"$22,224,392,154.07","$24,099.34",0.00%
+116,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$29,549.65",0.00%
+117,447,"Advertising, public relations, and related services","$221,366,844,538.02","$239,335.07",0.00%
+118,439,"Architectural, engineering, and related services","$491,156,469,463.54","$524,767.18",0.00%
+119,24,Gold ore and silver ore mining,"$14,012,282,637.55","$14,946.16",0.00%
+120,454,Employment services,"$472,021,118,180.87","$502,348.07",0.00%
+121,440,Specialized design services,"$61,729,364,047.76","$65,652.53",0.00%
+122,226,Handtool manufacturing,"$9,269,806,810.85","$9,858.43",0.00%
+123,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$25,339.82",0.00%
+124,457,Investigation and security services,"$87,760,959,501.87","$92,663.64",0.00%
+125,138,Paperboard mills,"$37,769,326,092.36","$39,695.84",0.00%
+126,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$425,158.48",0.00%
+127,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$106,612.56",0.00%
+128,238,Spring and wire product manufacturing,"$14,446,923,138.19","$14,723.30",0.00%
+129,478,Performing arts companies,"$40,958,746,144.37","$41,557.33",0.00%
+130,461,Waste management and remediation services,"$177,999,302,351.73","$180,088.81",0.00%
+131,448,Photographic services,"$18,611,681,469.69","$18,752.79",0.00%
+132,23,Iron ore mining,"$4,242,665,589.12","$4,262.72",0.00%
+133,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$8,004.06",0.00%
+134,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$429,857.66",0.00%
+135,413,Radio and television broadcasting,"$126,652,960,389.18","$125,264.91",0.00%
+136,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$50,977.80",0.00%
+137,481,"Independent artists, writers, and performers","$78,191,306,536.76","$76,554.08",0.00%
+138,173,Printing ink manufacturing,"$4,197,932,161.56","$4,095.23",0.00%
+139,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$294,916.30",0.00%
+140,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$51,449.14",0.00%
+141,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$16,301.64",0.00%
+142,444,Management consulting services,"$314,984,356,065.88","$302,954.18",0.00%
+143,144,Printing,"$93,711,787,715.49","$90,002.33",0.00%
+144,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$4,072.83",0.00%
+145,426,"Insurance carriers, except direct life","$763,623,938,208.92","$722,860.62",0.00%
+146,391,Retail - Gasoline stores,"$126,195,524,793.46","$118,925.53",0.00%
+147,406,Periodical publishers,"$28,726,880,599.05","$27,061.10",0.00%
+148,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$243,864.26",0.00%
+149,493,All other food and drinking places,"$276,447,241,992.94","$256,970.62",0.00%
+150,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$5,974.05",0.00%
+151,479,Commercial Sports Except Racing,"$62,631,985,438.99","$57,924.35",0.00%
+152,491,Full-service restaurants,"$600,936,370,418.40","$555,596.79",0.00%
+153,405,Newspaper publishers,"$23,494,267,330.25","$21,679.21",0.00%
+154,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$83,607.29",0.00%
+155,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$56,017.95",0.00%
+156,414,Cable and other subscription programming,"$129,841,466,724.49","$117,324.55",0.00%
+157,486,Other amusement and recreation industries,"$73,097,118,023.77","$65,908.47",0.00%
+158,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$278,358.29",0.00%
+159,490,Other accommodations,"$16,436,225,502.96","$14,772.52",0.00%
+160,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$83,778.28",0.00%
+161,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$14,491.23",0.00%
+162,311,Lighting fixture manufacturing,"$13,551,146,025.36","$12,063.67",0.00%
+163,220,Nonferrous metal foundries,"$14,956,699,164.90","$13,293.68",0.00%
+164,462,Elementary and secondary schools,"$74,365,925,030.62","$65,895.34",0.00%
+165,476,Child day care services,"$86,623,931,960.28","$76,493.91",0.00%
+166,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$66,287.28",0.00%
+167,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$114,550.17",0.00%
+168,507,Private households,"$27,265,934,911.83","$24,027.48",0.00%
+169,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$23,081.99",0.00%
+170,487,Fitness and recreational sports centers,"$40,757,208,080.88","$35,779.72",0.00%
+171,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$99,828.07",0.00%
+172,475,Individual and family services,"$197,385,106,011.81","$172,970.63",0.00%
+173,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$36,218.03",0.00%
+174,503,Religious organizations,"$160,924,588,099.97","$140,541.10",0.00%
+175,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$15,286.99",0.00%
+176,495,Car washes,"$35,373,724,638.09","$30,778.29",0.00%
+177,472,Hospitals,"$1,246,642,306,210.30","$1,083,887.63",0.00%
+178,480,Racing and Track Operation,"$2,466,251,193.93","$2,141.59",0.00%
+179,394,Retail - General merchandise stores,"$308,393,207,557.39","$266,742.30",0.00%
+180,431,Owner-occupied housing,"$2,353,458,000,000.00","$2,030,688.24",0.00%
+181,201,Gypsum product manufacturing,"$10,849,873,573.69","$9,343.90",0.00%
+182,488,Bowling centers,"$4,651,609,193.39","$4,001.86",0.00%
+183,464,Other educational services,"$150,226,479,511.36","$129,111.07",0.00%
+184,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$24,446.79",0.00%
+185,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$159,201.52",0.00%
+186,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$18,059.20",0.00%
+187,492,Limited-service restaurants,"$662,772,350,208.32","$566,953.08",0.00%
+188,396,Air transportation,"$328,394,890,891.02","$280,507.75",0.00%
+189,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$6,451.73",0.00%
+190,513,Other state government enterprises,"$26,495,170,772.45","$22,535.36",0.00%
+191,471,Other ambulatory health care services,"$53,046,213,789.29","$45,108.52",0.00%
+192,502,Other personal services,"$133,455,503,992.02","$113,444.42",0.00%
+193,389,Retail - Food and beverage stores,"$340,025,954,447.09","$288,875.51",0.00%
+194,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$194,284.96",0.00%
+195,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$82,985.03",0.00%
+196,516,Other local government enterprises,"$353,931,726,040.53","$299,411.54",0.00%
+197,390,Retail - Health and personal care stores,"$203,751,544,401.25","$172,129.55",0.00%
+198,499,Personal care services,"$99,129,280,065.60","$83,610.07",0.00%
+199,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$167,198.67",0.00%
+200,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$13,426.00",0.00%
+201,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$6,436.91",0.00%
+202,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$20,912.46",0.00%
+203,514,Local government passenger transit,"$14,082,847,680.82","$11,766.16",0.00%
+204,511,State government passenger transit,"$1,585,108,785.26","$1,324.35",0.00%
+205,425,Direct life insurance carriers,"$118,798,771,122.27","$99,134.26",0.00%
+206,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$18,426.17",0.00%
+207,466,Offices of dentists,"$187,241,521,354.72","$155,624.89",0.00%
+208,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$61,366.36",0.00%
+209,102,Wineries,"$27,858,635,866.29","$23,032.29",0.00%
+210,465,Offices of physicians,"$710,425,690,758.33","$586,645.61",0.00%
+211,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$32,625.65",0.00%
+212,467,Offices of other health practitioners,"$173,037,357,927.83","$142,667.09",0.00%
+213,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$7,453.97",0.00%
+214,506,Labor and civic organizations,"$81,538,720,493.49","$66,902.36",0.00%
+215,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$204,545.41",0.00%
+216,44,"Water, sewage and other systems","$20,702,504,339.27","$16,816.04",0.00%
+217,468,Outpatient care centers,"$254,994,924,915.48","$207,063.75",0.00%
+218,418,"Data processing, hosting, and related services","$490,713,862,620.46","$397,919.99",0.00%
+219,470,Home health care services,"$148,884,219,821.65","$120,622.23",0.00%
+220,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$4,140.01",0.00%
+221,65,Fats and oils refining and blending,"$27,186,577,576.39","$21,988.07",0.00%
+222,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$4,741.96",0.00%
+223,484,Amusement parks and arcades,"$27,154,350,236.67","$21,914.54",0.00%
+224,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$27,812.49",0.00%
+225,58,Dog and cat food manufacturing,"$42,027,131,811.09","$33,621.61",0.00%
+226,400,Transit and ground passenger transportation,"$169,895,344,811.88","$135,412.55",0.00%
+227,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$81,193.78",0.00%
+228,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$29,354.60",0.00%
+229,108,Nonwoven fabric mills,"$8,073,560,162.60","$6,371.97",0.00%
+230,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$42,956.35",0.00%
+231,184,Plastics bottle manufacturing,"$20,649,244,775.09","$16,289.17",0.00%
+232,63,Wet corn milling,"$38,891,507,770.56","$30,673.33",0.00%
+233,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$7,707.04",0.00%
+234,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$81,361.26",0.00%
+235,110,Textile and fabric finishing mills,"$5,488,614,083.97","$4,287.69",0.00%
+236,93,Other snack food manufacturing,"$38,904,968,131.82","$30,390.55",0.00%
+237,101,Breweries,"$37,340,990,790.38","$29,052.93",0.00%
+238,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$22,599.20",0.00%
+239,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$4,044.33",0.00%
+240,103,Distilleries,"$24,706,251,736.01","$19,163.62",0.00%
+241,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$10,345.46",0.00%
+242,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$62,726.57",0.00%
+243,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$6,259.82",0.00%
+244,410,Software publishers,"$481,752,923,538.80","$371,374.84",0.00%
+245,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$7,167.25",0.00%
+246,193,Glass container manufacturing,"$6,929,253,311.43","$5,329.80",0.00%
+247,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$215,565.97",0.00%
+248,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$3,585.77",0.00%
+249,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$66,434.23",0.00%
+250,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$33,881.14",0.00%
+251,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$201,842.50",0.00%
+252,91,Tortilla manufacturing,"$6,637,815,191.50","$5,016.57",0.00%
+253,73,Frozen specialties manufacturing,"$29,906,861,739.21","$22,448.11",0.00%
+254,100,Manufactured ice,"$1,531,542,683.93","$1,149.19",0.00%
+255,106,Broadwoven fabric mills,"$6,004,476,568.14","$4,501.52",0.00%
+256,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$16,896.42",0.00%
+257,449,Veterinary services,"$71,596,357,121.77","$53,620.45",0.00%
+258,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$14,938.46",0.00%
+259,67,Beet sugar manufacturing,"$4,964,816,518.93","$3,705.81",0.00%
+260,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$10,140.25",0.00%
+261,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$57,227.98",0.00%
+262,443,"Other computer related services, including facilities management","$72,014,303,860.80","$53,494.15",0.00%
+263,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$9,897.42",0.00%
+264,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$10,525.28",0.00%
+265,64,Soybean and other oilseed processing,"$76,308,728,857.11","$56,331.30",0.00%
+266,3,Vegetable and melon farming,"$30,885,272,746.48","$22,794.91",0.00%
+267,363,Dental laboratories,"$6,071,164,155.13","$4,476.09",0.00%
+268,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$10,804.95",0.00%
+269,60,Flour milling,"$24,410,235,377.89","$17,967.79",0.00%
+270,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$206,794.76",0.00%
+271,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$251,878.57",0.00%
+272,429,Other real estate,"$2,063,772,881,991.79","$1,515,640.79",0.00%
+273,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$5,355.89",0.00%
+274,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$150,030.25",0.00%
+275,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$3,842.90",0.00%
+276,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$9,828.57",0.00%
+277,62,Malt manufacturing,"$1,609,185,168.11","$1,172.46",0.00%
+278,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$12,151.41",0.00%
+279,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$12,224.67",0.00%
+280,409,Greeting card publishing,"$620,260,994.43",$449.16,0.00%
+281,59,Other animal food manufacturing,"$65,579,824,303.67","$47,191.33",0.00%
+282,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$1,263.77",0.00%
+283,68,Sugar cane mills and refining,"$9,295,080,877.39","$6,662.93",0.00%
+284,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$4,974.18",0.00%
+285,83,Poultry processing,"$105,186,301,944.41","$75,167.18",0.00%
+286,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$39,845.25",0.00%
+287,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$4,601.00",0.00%
+288,434,Video tape and disc rental,"$2,056,888,651.68","$1,464.46",0.00%
+289,412,Sound recording industries,"$31,525,668,537.03","$22,443.37",0.00%
+290,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$5,900.88",0.00%
+291,328,Motor home manufacturing,"$8,213,805,405.62","$5,806.76",0.00%
+292,98,All other food manufacturing,"$57,495,650,042.31","$40,306.45",0.00%
+293,18,Commercial hunting and trapping,"$1,457,086,312.35","$1,018.57",0.00%
+294,77,Cheese manufacturing,"$78,758,678,813.71","$55,012.66",0.00%
+295,235,Metal cans manufacturing,"$27,208,678,262.97","$18,996.01",0.00%
+296,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$16,368.06",0.00%
+297,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$9,700.97",0.00%
+298,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$5,053.03",0.00%
+299,500,Death care services,"$21,907,750,073.48","$15,247.55",0.00%
+300,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$2,778.07",0.00%
+301,113,Curtain and linen mills,"$2,979,017,369.60","$2,069.53",0.00%
+302,143,All other converted paper product manufacturing,"$7,484,025,289.68","$5,188.79",0.00%
+303,97,Spice and extract manufacturing,"$19,373,537,300.45","$13,383.91",0.00%
+304,172,Toilet preparation manufacturing,"$45,913,297,452.17","$31,711.23",0.00%
+305,114,Textile bag and canvas mills,"$5,249,055,341.28","$3,624.02",0.00%
+306,13,Poultry and egg production,"$78,014,200,034.51","$53,832.43",0.00%
+307,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$173,415.15",0.00%
+308,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$6,350.31",0.00%
+309,131,"Other millwork, including flooring","$11,872,958,758.31","$8,123.93",0.00%
+310,117,Apparel knitting mills,"$1,078,135,943.04",$736.78,0.00%
+311,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$3,105.85",0.00%
+312,171,Surface active agent manufacturing,"$7,929,977,473.13","$5,413.28",0.00%
+313,12,Dairy cattle and milk production,"$55,960,191,839.82","$38,140.98",0.00%
+314,129,Wood windows and door manufacturing,"$22,029,620,673.99","$15,008.71",0.00%
+315,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$20,725.69",0.00%
+316,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$4,786.84",0.00%
+317,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$8,873.03",0.00%
+318,118,Cut and sew apparel contractors,"$2,653,123,700.63","$1,788.26",0.00%
+319,415,Wired telecommunications carriers,"$312,303,330,075.70","$210,197.57",0.00%
+320,292,Other communications equipment manufacturing,"$8,476,374,888.63","$5,704.98",0.00%
+321,4,Fruit farming,"$27,048,229,916.23","$18,150.17",0.00%
+322,344,Boat building,"$16,575,494,394.55","$11,030.65",0.00%
+323,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$10,065.38",0.00%
+324,79,Fluid milk manufacturing,"$58,670,165,867.62","$38,879.39",0.00%
+325,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$5,739.61",0.00%
+326,473,Nursing and community care facilities,"$259,557,368,469.24","$171,235.07",0.00%
+327,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$26,439.50",0.00%
+328,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,385.24",0.00%
+329,87,Seafood product preparation and packaging,"$18,709,695,060.42","$12,272.93",0.00%
+330,407,Book publishers,"$38,981,960,284.47","$25,535.09",0.00%
+331,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$4,997.02",0.00%
+332,75,Canned specialties,"$12,228,701,977.18","$7,959.03",0.00%
+333,122,Footwear manufacturing,"$3,007,443,476.76","$1,952.27",0.00%
+334,80,Creamery butter manufacturing,"$9,920,387,946.25","$6,419.68",0.00%
+335,167,Paint and coating manufacturing,"$40,256,103,819.80","$26,028.18",0.00%
+336,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$9,482.84",0.00%
+337,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$1,657.57",0.00%
+338,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$1,660.28",0.00%
+339,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$24,264.69",0.00%
+340,85,Meat processed from carcasses,"$97,119,832,558.67","$61,221.99",0.00%
+341,168,Adhesive manufacturing,"$19,417,045,098.31","$12,218.30",0.00%
+342,104,Tobacco manufacturing,"$54,449,721,766.50","$34,105.08",0.00%
+343,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$6,720.32",0.00%
+344,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$19,153.66",0.00%
+345,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$4,538.45",0.00%
+346,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$4,706.52",0.00%
+347,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$3,695.56",0.00%
+348,430,Tenant-occupied housing,"$685,796,968,030.48","$425,043.31",0.00%
+349,2,Grain farming,"$92,515,635,807.06","$57,323.18",0.00%
+350,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$15,793.70",0.00%
+351,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$76,547.29",0.00%
+352,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$2,611.06",0.00%
+353,357,Mattress manufacturing,"$9,419,270,908.18","$5,710.31",0.00%
+354,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$30,545.29",0.00%
+355,230,Metal window and door manufacturing,"$25,916,655,606.62","$15,626.92",0.00%
+356,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$11,344.56",0.00%
+357,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$74,563.53",0.00%
+358,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$21,962.00",0.00%
+359,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$6,708.83",0.00%
+360,411,Motion picture and video industries,"$175,387,116,345.71","$101,385.92",0.00%
+361,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$1,611.25",0.00%
+362,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$4,261.57",0.00%
+363,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$17,824.23",0.00%
+364,198,Concrete pipe manufacturing,"$4,124,714,176.94","$2,362.87",0.00%
+365,299,Other electronic component manufacturing,"$20,043,941,097.34","$11,466.77",0.00%
+366,94,Coffee and tea manufacturing,"$20,863,690,975.72","$11,924.86",0.00%
+367,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$10,199.44",0.00%
+368,61,Rice milling,"$4,898,466,736.87","$2,787.40",0.00%
+369,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$5,370.11",0.00%
+370,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$4,741.81",0.00%
+371,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$1,813.92",0.00%
+372,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$13,690.55",0.00%
+373,111,Fabric coating mills,"$2,941,340,275.34","$1,599.65",0.00%
+374,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$3,675.65",0.00%
+375,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59",$630.31,0.00%
+376,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$14,312.23",0.00%
+377,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$14,183.46",0.00%
+378,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$6,107.34",0.00%
+379,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$3,732.13",0.00%
+380,32,Metal mining services,"$2,048,448,774.82","$1,046.07",0.00%
+381,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$1,180.14",0.00%
+382,453,Facilities support services,"$38,362,646,138.12","$19,401.60",0.00%
+383,199,Other concrete product manufacturing,"$20,872,805,363.99","$10,471.85",0.00%
+384,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$15,740.61",0.00%
+385,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$3,164.16",0.00%
+386,17,Commercial fishing,"$6,396,190,709.37","$3,182.84",0.00%
+387,141,Stationery product manufacturing,"$6,277,104,685.19","$3,117.10",0.00%
+388,318,Battery manufacturing,"$39,581,382,532.18","$19,422.31",0.00%
+389,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$7,413.98",0.00%
+390,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$7,318.09",0.00%
+391,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$10,128.38",0.00%
+392,1,Oilseed farming,"$49,937,187,262.22","$23,493.09",0.00%
+393,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$5,365.54",0.00%
+394,321,Wiring device manufacturing,"$23,088,452,099.69","$10,724.23",0.00%
+395,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$6,173.70",0.00%
+396,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$7,294.61",0.00%
+397,373,Burial casket manufacturing,"$823,043,789.50",$373.78,0.00%
+398,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$3,587.87",0.00%
+399,231,Sheet metal work manufacturing,"$38,948,717,887.18","$17,487.64",0.00%
+400,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$8,517.68",0.00%
+401,121,Leather and hide tanning and finishing,"$1,222,349,401.99",$540.48,0.00%
+402,358,Blind and shade manufacturing,"$2,260,551,655.48",$987.01,0.00%
+403,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$6,918.76",0.00%
+404,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,461.53",0.00%
+405,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$7,271.49",0.00%
+406,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$6,830.24",0.00%
+407,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$15,727.72",0.00%
+408,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$5,223.24",0.00%
+409,273,Other engine equipment manufacturing,"$48,785,187,978.27","$19,783.10",0.00%
+410,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87",$566.53,0.00%
+411,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,140.25",0.00%
+412,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$1,579.22",0.00%
+413,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$1,465.74",0.00%
+414,441,Custom computer programming services,"$369,576,048,122.11","$139,003.74",0.00%
+415,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$5,389.19",0.00%
+416,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,900.15",0.00%
+417,442,Computer systems design services,"$372,342,526,925.07","$137,570.82",0.00%
+418,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$2,955.61",0.00%
+419,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$3,751.44",0.00%
+420,298,Electronic connector manufacturing,"$10,285,711,165.08","$3,650.80",0.00%
+421,5,Tree nut farming,"$10,840,952,356.98","$3,845.63",0.00%
+422,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$1,291.19",0.00%
+423,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$2,333.83",0.00%
+424,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$4,957.57",0.00%
+425,136,Pulp mills,"$4,388,558,617.42","$1,373.09",0.00%
+426,313,Major household appliance manufacturing,"$31,013,443,561.11","$9,653.47",0.00%
+427,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$3,377.19",0.00%
+428,191,Flat glass manufacturing,"$5,646,246,245.84","$1,661.84",0.00%
+429,370,Musical instrument manufacturing,"$2,442,378,807.18",$681.93,0.00%
+430,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05",$986.56,0.00%
+431,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$3,845.44",0.00%
+432,205,Mineral wool manufacturing,"$10,606,371,397.91","$2,675.47",0.00%
+433,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48",$959.33,0.00%
+434,112,Carpet and rug mills,"$11,693,395,459.88","$2,945.43",0.00%
+435,8,Cotton farming,"$5,875,423,327.42","$1,475.85",0.00%
+436,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$11,023.49",0.00%
+437,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$13,015.59",0.00%
+438,265,Industrial mold manufacturing,"$7,530,247,856.23","$1,836.78",0.00%
+439,368,Sign manufacturing,"$16,164,025,409.21","$3,910.66",0.00%
+440,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$3,696.98",0.00%
+441,446,Scientific research and development services,"$1,205,188,770,353.59","$273,705.30",0.00%
+442,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$4,133.60",0.00%
+443,31,Support activities for oil and gas operations,"$91,409,573,478.95","$18,215.19",0.00%
+444,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$7,256.55",0.00%
+445,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$3,159.72",0.00%
+446,33,Other nonmetallic minerals services,"$3,066,411,048.87",$580.59,0.00%
+447,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$1,985.56",0.00%
+448,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,708.07",0.00%
+449,334,Motor vehicle metal stamping,"$37,315,706,996.08","$6,797.51",0.00%
+450,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$2,052.15",0.00%
+451,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74",$939.43,0.00%
+452,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$2,662.81",0.00%
+453,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,211.51",0.00%
+454,7,Tobacco farming,"$938,019,405.97",$137.17,0.00%
+455,280,Power-driven handtool manufacturing,"$5,652,316,770.11",$826.44,0.00%
+456,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$2,804.31",0.00%
+457,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$1,708.67",0.00%
+458,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$7,471.41",0.00%
+459,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$59,873.13",0.00%
+460,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$2,817.79",0.00%
+461,288,Computer storage device manufacturing,"$9,130,764,626.37","$1,018.50",0.00%
+462,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,811.62",0.00%
+463,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$1,033.99",0.00%
+464,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$2,408.82",0.00%
+465,287,Electronic computer manufacturing,"$59,399,365,371.42","$6,142.99",0.00%
+466,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60",$620.41,0.00%
+467,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$1,048.66",0.00%
+468,343,Ship building and repairing,"$36,749,502,389.40","$3,341.72",0.00%
+469,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07",$480.66,0.00%
+470,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53",$552.04,0.00%
+471,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$1,476.97",0.00%
+472,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$2,398.83",0.00%
+473,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35",$406.35,0.00%
+474,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$2,997.70",0.00%
+475,282,Packaging machinery manufacturing,"$10,093,518,599.74",$637.01,0.00%
+476,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$2,034.21",0.00%
+477,268,Machine tool manufacturing,"$14,689,449,094.47",$873.09,0.00%
+478,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40",$506.01,0.00%
+479,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$1,608.65",0.00%
+480,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$1,296.70",0.00%
+481,258,Food product machinery manufacturing,"$8,325,550,800.97",$387.04,0.00%
+482,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$1,236.34",0.00%
+483,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$1,676.32",0.00%
+484,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85",$885.26,0.00%
+485,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66",$472.64,0.00%
+486,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$1,771.36",0.00%
+487,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28",$147.84,0.00%
+488,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26",$983.23,0.00%
+489,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20",$283.43,0.00%
+490,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43",$411.16,0.00%
+491,354,Custom architectural woodwork and millwork,"$6,542,805,074.05",$124.93,0.00%
+492,352,Institutional furniture manufacturing,"$6,520,456,951.78",$107.92,0.00%
+493,257,Semiconductor machinery manufacturing,"$20,914,542,877.68",$332.87,0.00%
+494,275,Air and gas compressor manufacturing,"$11,295,952,281.20",$171.97,0.00%
+495,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89",$216.77,0.00%
+496,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98",$897.50,0.00%
+497,327,Truck trailer manufacturing,"$18,669,883,339.14",$184.94,0.00%
+498,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20",$117.20,0.00%
+499,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95",$68.40,0.00%
+500,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42",$514.15,0.00%
+501,307,Irradiation apparatus manufacturing,"$11,336,061,543.92",$84.88,0.00%
+502,325,Heavy duty truck manufacturing,"$40,717,164,048.65",$283.11,0.00%
+503,353,Wood office furniture manufacturing,"$4,581,758,413.14",$30.28,0.00%
+504,337,Aircraft manufacturing,"$153,008,468,478.69",$720.57,0.00%
+505,30,Drilling oil and gas wells,"$11,827,333,275.53",$51.64,0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19",$51.85,0.00%
+507,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+509,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+510,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+511,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+512,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+513,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+514,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+515,51,Construction of other new nonresidential structures,"$160,786,345,780.64",$0.00,0.00%
+516,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+517,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+518,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+519,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+520,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+521,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+522,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+523,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+524,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+525,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+526,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+527,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+528,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/occupation_impacts_table.csv
new file mode 100644
index 0000000..eac7ac0
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,5.02,4.71,"$1,068,712.53","$196,790.01","$1,265,502.55","11,086.96"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",1.47,1.40,"$357,709.01","$60,558.04","$418,267.05","3,107.83"
+11-3000,Operations Specialties Managers,4.07,3.94,"$993,390.73","$183,016.95","$1,176,407.68","8,661.86"
+11-9000,Other Management Occupations,3.26,3.06,"$561,255.22","$107,103.68","$668,358.90","6,763.45"
+13-1000,Business Operations Specialists,8.12,7.74,"$1,013,759.37","$180,179.70","$1,193,939.08","15,944.01"
+13-2000,Financial Specialists,4.46,4.31,"$736,847.76","$122,495.63","$859,343.39","8,903.42"
+15-1200,Computer Occupations,4.50,4.32,"$765,449.91","$125,288.39","$890,738.29","8,915.85"
+15-2000,Mathematical Science Occupations,0.47,0.45,"$80,386.03","$13,480.17","$93,866.20",917.86
+17-1000,"Architects, Surveyors, and Cartographers",0.38,0.37,"$44,979.58","$8,839.16","$53,818.74",773.91
+17-2000,Engineers,2.63,2.56,"$415,955.69","$86,292.93","$502,248.61","5,644.34"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.54,0.52,"$51,942.50","$10,084.61","$62,027.11","1,062.32"
+19-1000,Life Scientists,0.23,0.22,"$29,278.69","$5,358.26","$34,636.95",451.21
+19-2000,Physical Scientists,0.20,0.19,"$28,448.75","$5,904.92","$34,353.67",400.30
+19-3000,Social Scientists and Related Workers,0.10,0.10,"$12,384.11","$2,215.89","$14,600.00",193.28
+19-4000,"Life, Physical, and Social Science Technicians",0.32,0.31,"$28,369.41","$6,272.52","$34,641.94",610.25
+19-5000,Occupational Health and Safety Specialists and Technicians,0.44,0.43,"$59,370.37","$13,257.16","$72,627.53",908.50
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",1.36,1.23,"$81,365.52","$15,348.68","$96,714.21","2,376.94"
+21-2000,Religious Workers,0.63,0.55,"$29,876.78","$4,366.05","$34,242.83","1,246.09"
+23-1000,"Lawyers, Judges, and Related Workers",0.76,0.73,"$200,009.86","$33,582.47","$233,592.33","1,619.98"
+23-2000,Legal Support Workers,0.49,0.47,"$42,143.66","$7,070.70","$49,214.36",875.65
+25-1000,Postsecondary Teachers,0.39,0.35,"$39,148.22","$8,761.03","$47,909.25",594.46
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.83,0.74,"$40,072.63","$8,023.36","$48,095.98","1,430.09"
+25-3000,Other Teachers and Instructors,0.53,0.47,"$21,809.21","$4,299.57","$26,108.78",678.26
+25-4000,"Librarians, Curators, and Archivists",0.04,0.04,"$2,672.79",$488.20,"$3,160.99",65.32
+25-9000,Other Educational Instruction and Library Occupations,0.42,0.38,"$18,535.27","$3,611.11","$22,146.39",593.96
+27-1000,Art and Design Workers,0.60,0.57,"$59,315.72","$10,000.65","$69,316.37","1,060.64"
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.53,0.47,"$57,593.47","$9,992.73","$67,586.20",730.73
+27-3000,Media and Communication Workers,0.61,0.57,"$71,960.29","$12,588.85","$84,549.14","1,108.37"
+27-4000,Media and Communication Equipment Workers,0.27,0.26,"$25,251.01","$4,358.72","$29,609.73",468.69
+29-1000,Healthcare Diagnosing or Treating Practitioners,4.52,4.19,"$629,122.89","$123,649.38","$752,772.28","8,283.06"
+29-2000,Health Technologists and Technicians,2.25,2.07,"$145,352.36","$28,602.44","$173,954.80","4,008.41"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.10,0.09,"$8,030.98","$1,504.70","$9,535.68",179.58
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",4.28,3.84,"$139,981.17","$27,169.33","$167,150.50","6,663.09"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.15,0.14,"$7,482.92","$1,486.25","$8,969.17",225.78
+31-9000,Other Healthcare Support Occupations,1.37,1.25,"$62,978.41","$11,975.41","$74,953.83","2,240.04"
+33-1000,Supervisors of Protective Service Workers,0.09,0.08,"$8,049.32","$1,514.56","$9,563.88",186.99
+33-2000,Firefighting and Prevention Workers,0.03,0.03,"$1,546.17",$283.41,"$1,829.59",70.53
+33-3000,Law Enforcement Workers,0.02,0.02,"$1,598.01",$434.89,"$2,032.90",40.64
+33-9000,Other Protective Service Workers,1.71,1.57,"$88,751.27","$16,158.47","$104,909.74","2,864.90"
+35-1000,Supervisors of Food Preparation and Serving Workers,1.24,1.00,"$66,396.77","$9,583.76","$75,980.53","2,077.27"
+35-2000,Cooks and Food Preparation Workers,3.09,2.50,"$99,775.53","$14,721.49","$114,497.02","4,178.86"
+35-3000,Food and Beverage Serving Workers,6.45,5.19,"$175,243.58","$24,855.25","$200,098.83","7,086.38"
+35-9000,Other Food Preparation and Serving Related Workers,1.40,1.13,"$34,884.25","$4,951.09","$39,835.34","1,385.45"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.31,0.28,"$18,238.62","$3,155.82","$21,394.44",611.91
+37-2000,Building Cleaning and Pest Control Workers,3.61,3.29,"$145,843.79","$25,920.88","$171,764.67","5,675.58"
+37-3000,Grounds Maintenance Workers,1.04,0.94,"$48,094.89","$8,389.71","$56,484.60","1,770.68"
+39-1000,Supervisors of Personal Care and Service Workers,0.17,0.15,"$10,665.18","$2,092.33","$12,757.51",296.96
+39-2000,Animal Care and Service Workers,0.22,0.19,"$7,397.01","$1,129.03","$8,526.04",296.97
+39-3000,Entertainment Attendants and Related Workers,0.52,0.45,"$16,511.76","$3,358.51","$19,870.27",567.01
+39-4000,Funeral Service Workers,0.04,0.03,"$1,631.47",$234.01,"$1,865.48",55.70
+39-5000,Personal Appearance Workers,0.42,0.36,"$14,247.16","$2,115.74","$16,362.90",567.73
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.06,0.05,"$2,628.32",$451.18,"$3,079.49",89.86
+39-7000,Tour and Travel Guides,0.18,0.17,"$9,257.44","$1,667.98","$10,925.42",197.49
+39-9000,Other Personal Care and Service Workers,1.02,0.88,"$28,169.53","$4,944.97","$33,114.50","1,187.96"
+41-1000,Supervisors of Sales Workers,1.27,1.15,"$101,013.88","$19,677.13","$120,691.01","2,506.71"
+41-2000,Retail Sales Workers,6.77,5.96,"$237,392.86","$48,948.47","$286,341.33","9,238.29"
+41-3000,"Sales Representatives, Services",2.62,2.51,"$334,295.25","$55,095.89","$389,391.14","5,253.72"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",2.45,2.36,"$291,827.67","$48,550.85","$340,378.53","5,142.54"
+41-9000,Other Sales and Related Workers,0.55,0.51,"$44,109.97","$7,257.17","$51,367.14",931.03
+43-1000,Supervisors of Office and Administrative Support Workers,1.64,1.55,"$161,807.88","$30,300.64","$192,108.52","3,198.27"
+43-2000,Communications Equipment Operators,0.04,0.03,"$1,863.70",$338.77,"$2,202.48",62.21
+43-3000,Financial Clerks,3.17,3.01,"$218,013.27","$39,254.17","$257,267.44","5,629.01"
+43-4000,Information and Record Clerks,5.34,5.02,"$317,934.31","$56,710.67","$374,644.98","8,944.32"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",2.70,2.48,"$188,343.28","$52,266.66","$240,609.95","5,182.33"
+43-6000,Secretaries and Administrative Assistants,3.07,2.87,"$206,995.80","$37,068.70","$244,064.50","5,410.31"
+43-9000,Other Office and Administrative Support Workers,3.29,3.10,"$178,742.92","$32,708.76","$211,451.68","5,390.27"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.06,"$4,469.36","$1,081.01","$5,550.37",134.54
+45-2000,Agricultural Workers,0.66,0.58,"$28,790.69","$6,355.62","$35,146.31","1,121.89"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$124.90,$39.79,$164.69,3.67
+45-4000,"Forest, Conservation, and Logging Workers",0.11,0.09,"$6,776.46","$2,121.95","$8,898.40",224.46
+47-1000,Supervisors of Construction and Extraction Workers,4.04,3.96,"$670,925.98","$152,942.17","$823,868.16","8,925.41"
+47-2000,Construction Trades Workers,9.49,9.28,"$1,008,032.23","$227,004.13","$1,235,036.36","19,593.13"
+47-3000,"Helpers, Construction Trades",0.05,0.05,"$2,281.54",$412.86,"$2,694.40",76.46
+47-4000,Other Construction and Related Workers,0.36,0.35,"$32,728.55","$7,625.29","$40,353.84",752.18
+47-5000,Extraction Workers,13.58,13.36,"$1,489,322.87","$345,188.44","$1,834,511.31","31,974.86"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.87,1.80,"$298,825.04","$67,487.57","$366,312.61","4,198.43"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.53,0.50,"$51,455.29","$10,836.61","$62,291.90","1,113.58"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.50,4.25,"$435,197.48","$92,458.44","$527,655.92","9,437.95"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",6.76,6.51,"$664,758.28","$146,660.69","$811,418.97","13,998.91"
+51-1000,Supervisors of Production Workers,0.90,0.87,"$110,686.76","$25,533.43","$136,220.19","1,998.62"
+51-2000,Assemblers and Fabricators,1.32,1.28,"$78,306.72","$15,966.17","$94,272.89","2,539.97"
+51-3000,Food Processing Workers,0.62,0.57,"$29,492.57","$6,262.70","$35,755.27","1,111.81"
+51-4000,Metal Workers and Plastic Workers,2.15,2.10,"$179,394.72","$39,328.21","$218,722.93","4,458.60"
+51-5100,Printing Workers,0.20,0.20,"$11,502.29","$2,259.78","$13,762.07",378.39
+51-6000,"Textile, Apparel, and Furnishings Workers",0.43,0.39,"$19,792.18","$3,567.12","$23,359.30",735.46
+51-7000,Woodworkers,0.12,0.12,"$6,791.93","$1,386.24","$8,178.16",235.76
+51-8000,Plant and System Operators,0.55,0.53,"$64,075.35","$18,088.09","$82,163.43","1,177.44"
+51-9000,Other Production Occupations,3.68,3.57,"$282,925.91","$63,785.47","$346,711.38","7,296.64"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.96,0.91,"$106,365.64","$22,818.92","$129,184.55","2,040.76"
+53-2000,Air Transportation Workers,0.27,0.26,"$51,058.29","$12,490.76","$63,549.05",499.78
+53-3000,Motor Vehicle Operators,5.96,5.62,"$437,208.00","$95,633.62","$532,841.62","11,946.83"
+53-4000,Rail Transportation Workers,0.95,0.90,"$83,866.99","$25,477.88","$109,344.86","2,279.73"
+53-5000,Water Transportation Workers,0.33,0.30,"$31,514.70","$6,174.60","$37,689.30",758.21
+53-6000,Other Transportation Workers,0.36,0.32,"$17,068.40","$3,470.60","$20,539.01",561.98
+53-7000,Material Moving Workers,9.95,9.41,"$630,806.83","$129,026.64","$759,833.46","17,327.41"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/tax_results.csv
new file mode 100644
index 0000000..e219528
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$590,014.15","$602,678.99","$398,574.61","$1,692,754.42","$2,416,924.38","$5,700,946.54"
+2 - Indirect,"$272,502.60","$271,696.20","$181,383.78","$866,902.33","$2,338,705.32","$3,931,190.22"
+3 - Induced,"$234,308.22","$233,766.50","$155,885.25","$742,977.50","$1,912,580.34","$3,279,517.81"
+,"$1,096,824.97","$1,108,141.69","$735,843.64","$3,302,634.24","$6,668,210.03","$12,911,654.58"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..ce0639c
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42"
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20"
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36"
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53"
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87"
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57"
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48"
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45"
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68"
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31"
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45"
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20"
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55"
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01"
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..d5fb6c3
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.59,"$7,685,078.30","$27,849,675.92","$47,000,000.00"
+2 - Indirect,90.71,"$9,659,894.23","$16,761,980.65","$31,570,819.29"
+3 - Induced,106.23,"$7,652,331.51","$14,376,752.48","$24,378,219.48"
+,250.53,"$24,997,304.04","$58,988,409.05","$102,949,038.76"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..f0d083d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42",0.12%
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20",0.02%
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36",0.00%
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53",0.00%
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87",0.00%
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57",0.00%
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48",0.00%
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45",0.00%
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68",0.00%
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31",0.00%
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45",0.00%
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20",0.00%
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55",0.00%
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01",0.00%
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73",0.00%
+16,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$1,295,329.55",0.00%
+17,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$40,758.68",0.00%
+18,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$18,399.42",0.00%
+19,186,Tire manufacturing,"$25,656,100,926.70","$106,440.90",0.00%
+20,451,Management of companies and enterprises,"$819,034,418,120.62","$3,212,341.72",0.00%
+21,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$49,391.14",0.00%
+22,16,Commercial logging,"$9,708,016,677.17","$36,426.77",0.00%
+23,188,Other rubber product manufacturing,"$18,947,852,104.12","$60,199.55",0.00%
+24,424,Other financial investment activities,"$568,453,393,226.55","$1,719,889.09",0.00%
+25,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$148,585.58",0.00%
+26,109,Knit fabric mills,"$1,209,761,149.04","$3,619.11",0.00%
+27,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$649,706.02",0.00%
+28,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$3,285.37",0.00%
+29,509,Federal electric utilities,"$15,278,393,331.48","$39,913.15",0.00%
+30,515,Local government electric utilities,"$63,242,600,402.80","$164,356.10",0.00%
+31,512,State government electric utilities,"$2,138,213,300.81","$5,547.27",0.00%
+32,39,Electric power generation - Geothermal,"$1,089,212,605.47","$2,802.54",0.00%
+33,36,Electric power generation - Nuclear,"$48,600,191,094.94","$125,048.15",0.00%
+34,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$28,689.69",0.00%
+35,37,Electric power generation - Solar,"$15,183,687,778.59","$39,067.59",0.00%
+36,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$411,778.42",0.00%
+37,38,Electric power generation - Wind,"$31,436,960,621.21","$80,887.21",0.00%
+38,40,Electric power generation - Biomass,"$3,248,354,871.06","$8,358.01",0.00%
+39,41,Electric power generation - All other,"$598,610,063.76","$1,540.22",0.00%
+40,42,Electric power transmission and distribution,"$454,802,637,163.46","$1,168,129.94",0.00%
+41,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$993,088.74",0.00%
+42,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$11,562.58",0.00%
+43,152,Industrial gas manufacturing,"$43,958,605,364.15","$100,626.30",0.00%
+44,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$17,519.90",0.00%
+45,146,Petroleum refineries,"$685,338,713,966.20","$1,547,595.79",0.00%
+46,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$12,508.02",0.00%
+47,175,Custom compounding of purchased resins,"$12,008,896,270.80","$24,560.93",0.00%
+48,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$20,847.37",0.00%
+49,401,Pipeline transportation,"$77,957,430,742.25","$152,400.34",0.00%
+50,200,Lime manufacturing,"$3,411,426,132.51","$6,442.51",0.00%
+51,241,Metal heat treating,"$6,751,197,386.48","$12,653.00",0.00%
+52,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$43,878.58",0.00%
+53,210,Steel wire drawing,"$6,965,034,108.99","$12,829.84",0.00%
+54,254,Construction machinery manufacturing,"$64,676,876,659.63","$112,777.41",0.00%
+55,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$582,451.90",0.00%
+56,458,Services to buildings,"$184,887,389,840.19","$315,184.67",0.00%
+57,398,Water transportation,"$76,976,695,291.27","$126,317.46",0.00%
+58,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$151,186.19",0.00%
+59,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$165,724.30",0.00%
+60,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$49,628.30",0.00%
+61,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$13,954.40",0.00%
+62,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$66,731.93",0.00%
+63,456,Travel arrangement and reservation services,"$92,038,956,694.17","$144,504.46",0.00%
+64,455,Business support services,"$98,531,422,147.59","$154,291.04",0.00%
+65,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$393,150.55",0.00%
+66,237,Hardware manufacturing,"$11,360,442,824.27","$17,369.75",0.00%
+67,25,Other metal ore mining,"$4,177,930,861.03","$6,341.53",0.00%
+68,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$656,055.89",0.00%
+69,20,Oil and gas extraction,"$440,054,943,164.76","$637,771.61",0.00%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$49,368.10",0.00%
+71,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$531,604.00",0.00%
+72,151,Petrochemical manufacturing,"$213,898,809,710.92","$305,567.29",0.00%
+73,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$79,907.18",0.00%
+74,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$223,434.38",0.00%
+75,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$1,466,444.23",0.00%
+76,239,Machine shops,"$58,418,188,845.25","$81,189.33",0.00%
+77,403,Couriers and messengers,"$147,389,575,412.04","$204,748.19",0.00%
+78,399,Truck transportation,"$517,459,714,328.88","$718,710.23",0.00%
+79,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$666,359.76",0.00%
+80,459,Landscape and horticultural services,"$165,786,078,305.71","$218,947.99",0.00%
+81,437,Legal services,"$482,145,097,198.44","$633,193.56",0.00%
+82,224,Nonferrous forging,"$5,015,019,698.50","$6,483.02",0.00%
+83,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$39,470.37",0.00%
+84,508,Postal service,"$82,216,438,935.22","$105,859.38",0.00%
+85,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$287,267.21",0.00%
+86,510,Other federal government enterprises,"$6,854,090,185.53","$8,743.61",0.00%
+87,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$743,297.20",0.00%
+88,404,Warehousing and storage,"$196,283,203,045.69","$248,823.19",0.00%
+89,43,Natural gas distribution,"$112,805,479,068.56","$140,978.54",0.00%
+90,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$106,192.22",0.00%
+91,125,Wood preservation,"$12,385,421,188.04","$15,194.63",0.00%
+92,445,Environmental and other technical consulting services,"$89,248,872,652.10","$108,712.48",0.00%
+93,219,Ferrous metal foundries,"$23,423,417,307.88","$28,409.48",0.00%
+94,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$121,999.35",0.00%
+95,505,Business and professional associations,"$73,615,227,688.04","$88,077.49",0.00%
+96,223,Iron and steel forging,"$12,167,051,489.94","$14,538.85",0.00%
+97,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$69,175.62",0.00%
+98,460,Other support services,"$93,493,521,065.46","$110,625.76",0.00%
+99,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$173,088.66",0.00%
+100,221,Custom roll forming,"$3,403,758,221.65","$3,930.62",0.00%
+101,195,Cement manufacturing,"$16,124,794,202.42","$18,618.09",0.00%
+102,185,Other plastics product manufacturing,"$119,757,914,903.54","$137,069.52",0.00%
+103,452,Office administrative services,"$100,789,973,631.90","$115,125.44",0.00%
+104,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$93,376.50",0.00%
+105,124,Sawmills,"$42,023,969,480.44","$47,102.87",0.00%
+106,116,Other textile product mills,"$5,849,355,190.48","$6,527.80",0.00%
+107,229,Plate work manufacturing,"$15,417,788,320.32","$17,189.31",0.00%
+108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$6,184.64",0.00%
+109,145,Support activities for printing,"$3,010,426,339.58","$3,348.50",0.00%
+110,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$145,245.56",0.00%
+111,137,Paper mills,"$44,700,830,052.02","$49,267.61",0.00%
+112,139,Paperboard container manufacturing,"$102,476,045,826.39","$112,943.27",0.00%
+113,27,Sand and gravel mining,"$15,322,656,295.20","$16,767.54",0.00%
+114,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$6,644.19",0.00%
+115,10,All other crop farming,"$22,224,392,154.07","$24,099.34",0.00%
+116,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$29,549.65",0.00%
+117,447,"Advertising, public relations, and related services","$221,366,844,538.02","$239,335.07",0.00%
+118,439,"Architectural, engineering, and related services","$491,156,469,463.54","$524,767.18",0.00%
+119,24,Gold ore and silver ore mining,"$14,012,282,637.55","$14,946.16",0.00%
+120,454,Employment services,"$472,021,118,180.87","$502,348.07",0.00%
+121,440,Specialized design services,"$61,729,364,047.76","$65,652.53",0.00%
+122,226,Handtool manufacturing,"$9,269,806,810.85","$9,858.43",0.00%
+123,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$25,339.82",0.00%
+124,457,Investigation and security services,"$87,760,959,501.87","$92,663.64",0.00%
+125,138,Paperboard mills,"$37,769,326,092.36","$39,695.84",0.00%
+126,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$425,158.48",0.00%
+127,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$106,612.56",0.00%
+128,238,Spring and wire product manufacturing,"$14,446,923,138.19","$14,723.30",0.00%
+129,478,Performing arts companies,"$40,958,746,144.37","$41,557.33",0.00%
+130,461,Waste management and remediation services,"$177,999,302,351.73","$180,088.81",0.00%
+131,448,Photographic services,"$18,611,681,469.69","$18,752.79",0.00%
+132,23,Iron ore mining,"$4,242,665,589.12","$4,262.72",0.00%
+133,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$8,004.06",0.00%
+134,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$429,857.66",0.00%
+135,413,Radio and television broadcasting,"$126,652,960,389.18","$125,264.91",0.00%
+136,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$50,977.80",0.00%
+137,481,"Independent artists, writers, and performers","$78,191,306,536.76","$76,554.08",0.00%
+138,173,Printing ink manufacturing,"$4,197,932,161.56","$4,095.23",0.00%
+139,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$294,916.30",0.00%
+140,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$51,449.14",0.00%
+141,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$16,301.64",0.00%
+142,444,Management consulting services,"$314,984,356,065.88","$302,954.18",0.00%
+143,144,Printing,"$93,711,787,715.49","$90,002.33",0.00%
+144,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$4,072.83",0.00%
+145,426,"Insurance carriers, except direct life","$763,623,938,208.92","$722,860.62",0.00%
+146,391,Retail - Gasoline stores,"$126,195,524,793.46","$118,925.53",0.00%
+147,406,Periodical publishers,"$28,726,880,599.05","$27,061.10",0.00%
+148,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$243,864.26",0.00%
+149,493,All other food and drinking places,"$276,447,241,992.94","$256,970.62",0.00%
+150,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$5,974.05",0.00%
+151,479,Commercial Sports Except Racing,"$62,631,985,438.99","$57,924.35",0.00%
+152,491,Full-service restaurants,"$600,936,370,418.40","$555,596.79",0.00%
+153,405,Newspaper publishers,"$23,494,267,330.25","$21,679.21",0.00%
+154,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$83,607.29",0.00%
+155,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$56,017.95",0.00%
+156,414,Cable and other subscription programming,"$129,841,466,724.49","$117,324.55",0.00%
+157,486,Other amusement and recreation industries,"$73,097,118,023.77","$65,908.47",0.00%
+158,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$278,358.29",0.00%
+159,490,Other accommodations,"$16,436,225,502.96","$14,772.52",0.00%
+160,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$83,778.28",0.00%
+161,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$14,491.23",0.00%
+162,311,Lighting fixture manufacturing,"$13,551,146,025.36","$12,063.67",0.00%
+163,220,Nonferrous metal foundries,"$14,956,699,164.90","$13,293.68",0.00%
+164,462,Elementary and secondary schools,"$74,365,925,030.62","$65,895.34",0.00%
+165,476,Child day care services,"$86,623,931,960.28","$76,493.91",0.00%
+166,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$66,287.28",0.00%
+167,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$114,550.17",0.00%
+168,507,Private households,"$27,265,934,911.83","$24,027.48",0.00%
+169,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$23,081.99",0.00%
+170,487,Fitness and recreational sports centers,"$40,757,208,080.88","$35,779.72",0.00%
+171,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$99,828.07",0.00%
+172,475,Individual and family services,"$197,385,106,011.81","$172,970.63",0.00%
+173,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$36,218.03",0.00%
+174,503,Religious organizations,"$160,924,588,099.97","$140,541.10",0.00%
+175,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$15,286.99",0.00%
+176,495,Car washes,"$35,373,724,638.09","$30,778.29",0.00%
+177,472,Hospitals,"$1,246,642,306,210.30","$1,083,887.63",0.00%
+178,480,Racing and Track Operation,"$2,466,251,193.93","$2,141.59",0.00%
+179,394,Retail - General merchandise stores,"$308,393,207,557.39","$266,742.30",0.00%
+180,431,Owner-occupied housing,"$2,353,458,000,000.00","$2,030,688.24",0.00%
+181,201,Gypsum product manufacturing,"$10,849,873,573.69","$9,343.90",0.00%
+182,488,Bowling centers,"$4,651,609,193.39","$4,001.86",0.00%
+183,464,Other educational services,"$150,226,479,511.36","$129,111.07",0.00%
+184,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$24,446.79",0.00%
+185,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$159,201.52",0.00%
+186,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$18,059.20",0.00%
+187,492,Limited-service restaurants,"$662,772,350,208.32","$566,953.08",0.00%
+188,396,Air transportation,"$328,394,890,891.02","$280,507.75",0.00%
+189,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$6,451.73",0.00%
+190,513,Other state government enterprises,"$26,495,170,772.45","$22,535.36",0.00%
+191,471,Other ambulatory health care services,"$53,046,213,789.29","$45,108.52",0.00%
+192,502,Other personal services,"$133,455,503,992.02","$113,444.42",0.00%
+193,389,Retail - Food and beverage stores,"$340,025,954,447.09","$288,875.51",0.00%
+194,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$194,284.96",0.00%
+195,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$82,985.03",0.00%
+196,516,Other local government enterprises,"$353,931,726,040.53","$299,411.54",0.00%
+197,390,Retail - Health and personal care stores,"$203,751,544,401.25","$172,129.55",0.00%
+198,499,Personal care services,"$99,129,280,065.60","$83,610.07",0.00%
+199,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$167,198.67",0.00%
+200,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$13,426.00",0.00%
+201,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$6,436.91",0.00%
+202,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$20,912.46",0.00%
+203,514,Local government passenger transit,"$14,082,847,680.82","$11,766.16",0.00%
+204,511,State government passenger transit,"$1,585,108,785.26","$1,324.35",0.00%
+205,425,Direct life insurance carriers,"$118,798,771,122.27","$99,134.26",0.00%
+206,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$18,426.17",0.00%
+207,466,Offices of dentists,"$187,241,521,354.72","$155,624.89",0.00%
+208,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$61,366.36",0.00%
+209,102,Wineries,"$27,858,635,866.29","$23,032.29",0.00%
+210,465,Offices of physicians,"$710,425,690,758.33","$586,645.61",0.00%
+211,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$32,625.65",0.00%
+212,467,Offices of other health practitioners,"$173,037,357,927.83","$142,667.09",0.00%
+213,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$7,453.97",0.00%
+214,506,Labor and civic organizations,"$81,538,720,493.49","$66,902.36",0.00%
+215,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$204,545.41",0.00%
+216,44,"Water, sewage and other systems","$20,702,504,339.27","$16,816.04",0.00%
+217,468,Outpatient care centers,"$254,994,924,915.48","$207,063.75",0.00%
+218,418,"Data processing, hosting, and related services","$490,713,862,620.46","$397,919.99",0.00%
+219,470,Home health care services,"$148,884,219,821.65","$120,622.23",0.00%
+220,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$4,140.01",0.00%
+221,65,Fats and oils refining and blending,"$27,186,577,576.39","$21,988.07",0.00%
+222,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$4,741.96",0.00%
+223,484,Amusement parks and arcades,"$27,154,350,236.67","$21,914.54",0.00%
+224,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$27,812.49",0.00%
+225,58,Dog and cat food manufacturing,"$42,027,131,811.09","$33,621.61",0.00%
+226,400,Transit and ground passenger transportation,"$169,895,344,811.88","$135,412.55",0.00%
+227,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$81,193.78",0.00%
+228,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$29,354.60",0.00%
+229,108,Nonwoven fabric mills,"$8,073,560,162.60","$6,371.97",0.00%
+230,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$42,956.35",0.00%
+231,184,Plastics bottle manufacturing,"$20,649,244,775.09","$16,289.17",0.00%
+232,63,Wet corn milling,"$38,891,507,770.56","$30,673.33",0.00%
+233,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$7,707.04",0.00%
+234,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$81,361.26",0.00%
+235,110,Textile and fabric finishing mills,"$5,488,614,083.97","$4,287.69",0.00%
+236,93,Other snack food manufacturing,"$38,904,968,131.82","$30,390.55",0.00%
+237,101,Breweries,"$37,340,990,790.38","$29,052.93",0.00%
+238,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$22,599.20",0.00%
+239,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$4,044.33",0.00%
+240,103,Distilleries,"$24,706,251,736.01","$19,163.62",0.00%
+241,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$10,345.46",0.00%
+242,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$62,726.57",0.00%
+243,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$6,259.82",0.00%
+244,410,Software publishers,"$481,752,923,538.80","$371,374.84",0.00%
+245,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$7,167.25",0.00%
+246,193,Glass container manufacturing,"$6,929,253,311.43","$5,329.80",0.00%
+247,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$215,565.97",0.00%
+248,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$3,585.77",0.00%
+249,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$66,434.23",0.00%
+250,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$33,881.14",0.00%
+251,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$201,842.50",0.00%
+252,91,Tortilla manufacturing,"$6,637,815,191.50","$5,016.57",0.00%
+253,73,Frozen specialties manufacturing,"$29,906,861,739.21","$22,448.11",0.00%
+254,100,Manufactured ice,"$1,531,542,683.93","$1,149.19",0.00%
+255,106,Broadwoven fabric mills,"$6,004,476,568.14","$4,501.52",0.00%
+256,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$16,896.42",0.00%
+257,449,Veterinary services,"$71,596,357,121.77","$53,620.45",0.00%
+258,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$14,938.46",0.00%
+259,67,Beet sugar manufacturing,"$4,964,816,518.93","$3,705.81",0.00%
+260,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$10,140.25",0.00%
+261,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$57,227.98",0.00%
+262,443,"Other computer related services, including facilities management","$72,014,303,860.80","$53,494.15",0.00%
+263,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$9,897.42",0.00%
+264,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$10,525.28",0.00%
+265,64,Soybean and other oilseed processing,"$76,308,728,857.11","$56,331.30",0.00%
+266,3,Vegetable and melon farming,"$30,885,272,746.48","$22,794.91",0.00%
+267,363,Dental laboratories,"$6,071,164,155.13","$4,476.09",0.00%
+268,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$10,804.95",0.00%
+269,60,Flour milling,"$24,410,235,377.89","$17,967.79",0.00%
+270,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$206,794.76",0.00%
+271,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$251,878.57",0.00%
+272,429,Other real estate,"$2,063,772,881,991.79","$1,515,640.79",0.00%
+273,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$5,355.89",0.00%
+274,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$150,030.25",0.00%
+275,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$3,842.90",0.00%
+276,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$9,828.57",0.00%
+277,62,Malt manufacturing,"$1,609,185,168.11","$1,172.46",0.00%
+278,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$12,151.41",0.00%
+279,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$12,224.67",0.00%
+280,409,Greeting card publishing,"$620,260,994.43",$449.16,0.00%
+281,59,Other animal food manufacturing,"$65,579,824,303.67","$47,191.33",0.00%
+282,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$1,263.77",0.00%
+283,68,Sugar cane mills and refining,"$9,295,080,877.39","$6,662.93",0.00%
+284,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$4,974.18",0.00%
+285,83,Poultry processing,"$105,186,301,944.41","$75,167.18",0.00%
+286,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$39,845.25",0.00%
+287,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$4,601.00",0.00%
+288,434,Video tape and disc rental,"$2,056,888,651.68","$1,464.46",0.00%
+289,412,Sound recording industries,"$31,525,668,537.03","$22,443.37",0.00%
+290,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$5,900.88",0.00%
+291,328,Motor home manufacturing,"$8,213,805,405.62","$5,806.76",0.00%
+292,98,All other food manufacturing,"$57,495,650,042.31","$40,306.45",0.00%
+293,18,Commercial hunting and trapping,"$1,457,086,312.35","$1,018.57",0.00%
+294,77,Cheese manufacturing,"$78,758,678,813.71","$55,012.66",0.00%
+295,235,Metal cans manufacturing,"$27,208,678,262.97","$18,996.01",0.00%
+296,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$16,368.06",0.00%
+297,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$9,700.97",0.00%
+298,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$5,053.03",0.00%
+299,500,Death care services,"$21,907,750,073.48","$15,247.55",0.00%
+300,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$2,778.07",0.00%
+301,113,Curtain and linen mills,"$2,979,017,369.60","$2,069.53",0.00%
+302,143,All other converted paper product manufacturing,"$7,484,025,289.68","$5,188.79",0.00%
+303,97,Spice and extract manufacturing,"$19,373,537,300.45","$13,383.91",0.00%
+304,172,Toilet preparation manufacturing,"$45,913,297,452.17","$31,711.23",0.00%
+305,114,Textile bag and canvas mills,"$5,249,055,341.28","$3,624.02",0.00%
+306,13,Poultry and egg production,"$78,014,200,034.51","$53,832.43",0.00%
+307,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$173,415.15",0.00%
+308,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$6,350.31",0.00%
+309,131,"Other millwork, including flooring","$11,872,958,758.31","$8,123.93",0.00%
+310,117,Apparel knitting mills,"$1,078,135,943.04",$736.78,0.00%
+311,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$3,105.85",0.00%
+312,171,Surface active agent manufacturing,"$7,929,977,473.13","$5,413.28",0.00%
+313,12,Dairy cattle and milk production,"$55,960,191,839.82","$38,140.98",0.00%
+314,129,Wood windows and door manufacturing,"$22,029,620,673.99","$15,008.71",0.00%
+315,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$20,725.69",0.00%
+316,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$4,786.84",0.00%
+317,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$8,873.03",0.00%
+318,118,Cut and sew apparel contractors,"$2,653,123,700.63","$1,788.26",0.00%
+319,415,Wired telecommunications carriers,"$312,303,330,075.70","$210,197.57",0.00%
+320,292,Other communications equipment manufacturing,"$8,476,374,888.63","$5,704.98",0.00%
+321,4,Fruit farming,"$27,048,229,916.23","$18,150.17",0.00%
+322,344,Boat building,"$16,575,494,394.55","$11,030.65",0.00%
+323,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$10,065.38",0.00%
+324,79,Fluid milk manufacturing,"$58,670,165,867.62","$38,879.39",0.00%
+325,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$5,739.61",0.00%
+326,473,Nursing and community care facilities,"$259,557,368,469.24","$171,235.07",0.00%
+327,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$26,439.50",0.00%
+328,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,385.24",0.00%
+329,87,Seafood product preparation and packaging,"$18,709,695,060.42","$12,272.93",0.00%
+330,407,Book publishers,"$38,981,960,284.47","$25,535.09",0.00%
+331,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$4,997.02",0.00%
+332,75,Canned specialties,"$12,228,701,977.18","$7,959.03",0.00%
+333,122,Footwear manufacturing,"$3,007,443,476.76","$1,952.27",0.00%
+334,80,Creamery butter manufacturing,"$9,920,387,946.25","$6,419.68",0.00%
+335,167,Paint and coating manufacturing,"$40,256,103,819.80","$26,028.18",0.00%
+336,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$9,482.84",0.00%
+337,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$1,657.57",0.00%
+338,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$1,660.28",0.00%
+339,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$24,264.69",0.00%
+340,85,Meat processed from carcasses,"$97,119,832,558.67","$61,221.99",0.00%
+341,168,Adhesive manufacturing,"$19,417,045,098.31","$12,218.30",0.00%
+342,104,Tobacco manufacturing,"$54,449,721,766.50","$34,105.08",0.00%
+343,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$6,720.32",0.00%
+344,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$19,153.66",0.00%
+345,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$4,538.45",0.00%
+346,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$4,706.52",0.00%
+347,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$3,695.56",0.00%
+348,430,Tenant-occupied housing,"$685,796,968,030.48","$425,043.31",0.00%
+349,2,Grain farming,"$92,515,635,807.06","$57,323.18",0.00%
+350,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$15,793.70",0.00%
+351,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$76,547.29",0.00%
+352,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$2,611.06",0.00%
+353,357,Mattress manufacturing,"$9,419,270,908.18","$5,710.31",0.00%
+354,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$30,545.29",0.00%
+355,230,Metal window and door manufacturing,"$25,916,655,606.62","$15,626.92",0.00%
+356,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$11,344.56",0.00%
+357,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$74,563.53",0.00%
+358,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$21,962.00",0.00%
+359,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$6,708.83",0.00%
+360,411,Motion picture and video industries,"$175,387,116,345.71","$101,385.92",0.00%
+361,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$1,611.25",0.00%
+362,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$4,261.57",0.00%
+363,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$17,824.23",0.00%
+364,198,Concrete pipe manufacturing,"$4,124,714,176.94","$2,362.87",0.00%
+365,299,Other electronic component manufacturing,"$20,043,941,097.34","$11,466.77",0.00%
+366,94,Coffee and tea manufacturing,"$20,863,690,975.72","$11,924.86",0.00%
+367,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$10,199.44",0.00%
+368,61,Rice milling,"$4,898,466,736.87","$2,787.40",0.00%
+369,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$5,370.11",0.00%
+370,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$4,741.81",0.00%
+371,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$1,813.92",0.00%
+372,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$13,690.55",0.00%
+373,111,Fabric coating mills,"$2,941,340,275.34","$1,599.65",0.00%
+374,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$3,675.65",0.00%
+375,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59",$630.31,0.00%
+376,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$14,312.23",0.00%
+377,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$14,183.46",0.00%
+378,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$6,107.34",0.00%
+379,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$3,732.13",0.00%
+380,32,Metal mining services,"$2,048,448,774.82","$1,046.07",0.00%
+381,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$1,180.14",0.00%
+382,453,Facilities support services,"$38,362,646,138.12","$19,401.60",0.00%
+383,199,Other concrete product manufacturing,"$20,872,805,363.99","$10,471.85",0.00%
+384,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$15,740.61",0.00%
+385,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$3,164.16",0.00%
+386,17,Commercial fishing,"$6,396,190,709.37","$3,182.84",0.00%
+387,141,Stationery product manufacturing,"$6,277,104,685.19","$3,117.10",0.00%
+388,318,Battery manufacturing,"$39,581,382,532.18","$19,422.31",0.00%
+389,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$7,413.98",0.00%
+390,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$7,318.09",0.00%
+391,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$10,128.38",0.00%
+392,1,Oilseed farming,"$49,937,187,262.22","$23,493.09",0.00%
+393,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$5,365.54",0.00%
+394,321,Wiring device manufacturing,"$23,088,452,099.69","$10,724.23",0.00%
+395,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$6,173.70",0.00%
+396,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$7,294.61",0.00%
+397,373,Burial casket manufacturing,"$823,043,789.50",$373.78,0.00%
+398,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$3,587.87",0.00%
+399,231,Sheet metal work manufacturing,"$38,948,717,887.18","$17,487.64",0.00%
+400,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$8,517.68",0.00%
+401,121,Leather and hide tanning and finishing,"$1,222,349,401.99",$540.48,0.00%
+402,358,Blind and shade manufacturing,"$2,260,551,655.48",$987.01,0.00%
+403,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$6,918.76",0.00%
+404,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,461.53",0.00%
+405,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$7,271.49",0.00%
+406,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$6,830.24",0.00%
+407,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$15,727.72",0.00%
+408,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$5,223.24",0.00%
+409,273,Other engine equipment manufacturing,"$48,785,187,978.27","$19,783.10",0.00%
+410,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87",$566.53,0.00%
+411,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,140.25",0.00%
+412,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$1,579.22",0.00%
+413,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$1,465.74",0.00%
+414,441,Custom computer programming services,"$369,576,048,122.11","$139,003.74",0.00%
+415,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$5,389.19",0.00%
+416,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,900.15",0.00%
+417,442,Computer systems design services,"$372,342,526,925.07","$137,570.82",0.00%
+418,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$2,955.61",0.00%
+419,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$3,751.44",0.00%
+420,298,Electronic connector manufacturing,"$10,285,711,165.08","$3,650.80",0.00%
+421,5,Tree nut farming,"$10,840,952,356.98","$3,845.63",0.00%
+422,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$1,291.19",0.00%
+423,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$2,333.83",0.00%
+424,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$4,957.57",0.00%
+425,136,Pulp mills,"$4,388,558,617.42","$1,373.09",0.00%
+426,313,Major household appliance manufacturing,"$31,013,443,561.11","$9,653.47",0.00%
+427,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$3,377.19",0.00%
+428,191,Flat glass manufacturing,"$5,646,246,245.84","$1,661.84",0.00%
+429,370,Musical instrument manufacturing,"$2,442,378,807.18",$681.93,0.00%
+430,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05",$986.56,0.00%
+431,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$3,845.44",0.00%
+432,205,Mineral wool manufacturing,"$10,606,371,397.91","$2,675.47",0.00%
+433,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48",$959.33,0.00%
+434,112,Carpet and rug mills,"$11,693,395,459.88","$2,945.43",0.00%
+435,8,Cotton farming,"$5,875,423,327.42","$1,475.85",0.00%
+436,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$11,023.49",0.00%
+437,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$13,015.59",0.00%
+438,265,Industrial mold manufacturing,"$7,530,247,856.23","$1,836.78",0.00%
+439,368,Sign manufacturing,"$16,164,025,409.21","$3,910.66",0.00%
+440,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$3,696.98",0.00%
+441,446,Scientific research and development services,"$1,205,188,770,353.59","$273,705.30",0.00%
+442,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$4,133.60",0.00%
+443,31,Support activities for oil and gas operations,"$91,409,573,478.95","$18,215.19",0.00%
+444,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$7,256.55",0.00%
+445,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$3,159.72",0.00%
+446,33,Other nonmetallic minerals services,"$3,066,411,048.87",$580.59,0.00%
+447,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$1,985.56",0.00%
+448,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,708.07",0.00%
+449,334,Motor vehicle metal stamping,"$37,315,706,996.08","$6,797.51",0.00%
+450,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$2,052.15",0.00%
+451,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74",$939.43,0.00%
+452,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$2,662.81",0.00%
+453,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,211.51",0.00%
+454,7,Tobacco farming,"$938,019,405.97",$137.17,0.00%
+455,280,Power-driven handtool manufacturing,"$5,652,316,770.11",$826.44,0.00%
+456,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$2,804.31",0.00%
+457,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$1,708.67",0.00%
+458,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$7,471.41",0.00%
+459,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$59,873.13",0.00%
+460,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$2,817.79",0.00%
+461,288,Computer storage device manufacturing,"$9,130,764,626.37","$1,018.50",0.00%
+462,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,811.62",0.00%
+463,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$1,033.99",0.00%
+464,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$2,408.82",0.00%
+465,287,Electronic computer manufacturing,"$59,399,365,371.42","$6,142.99",0.00%
+466,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60",$620.41,0.00%
+467,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$1,048.66",0.00%
+468,343,Ship building and repairing,"$36,749,502,389.40","$3,341.72",0.00%
+469,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07",$480.66,0.00%
+470,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53",$552.04,0.00%
+471,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$1,476.97",0.00%
+472,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$2,398.83",0.00%
+473,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35",$406.35,0.00%
+474,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$2,997.70",0.00%
+475,282,Packaging machinery manufacturing,"$10,093,518,599.74",$637.01,0.00%
+476,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$2,034.21",0.00%
+477,268,Machine tool manufacturing,"$14,689,449,094.47",$873.09,0.00%
+478,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40",$506.01,0.00%
+479,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$1,608.65",0.00%
+480,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$1,296.70",0.00%
+481,258,Food product machinery manufacturing,"$8,325,550,800.97",$387.04,0.00%
+482,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$1,236.34",0.00%
+483,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$1,676.32",0.00%
+484,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85",$885.26,0.00%
+485,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66",$472.64,0.00%
+486,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$1,771.36",0.00%
+487,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28",$147.84,0.00%
+488,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26",$983.23,0.00%
+489,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20",$283.43,0.00%
+490,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43",$411.16,0.00%
+491,354,Custom architectural woodwork and millwork,"$6,542,805,074.05",$124.93,0.00%
+492,352,Institutional furniture manufacturing,"$6,520,456,951.78",$107.92,0.00%
+493,257,Semiconductor machinery manufacturing,"$20,914,542,877.68",$332.87,0.00%
+494,275,Air and gas compressor manufacturing,"$11,295,952,281.20",$171.97,0.00%
+495,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89",$216.77,0.00%
+496,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98",$897.50,0.00%
+497,327,Truck trailer manufacturing,"$18,669,883,339.14",$184.94,0.00%
+498,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20",$117.20,0.00%
+499,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95",$68.40,0.00%
+500,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42",$514.15,0.00%
+501,307,Irradiation apparatus manufacturing,"$11,336,061,543.92",$84.88,0.00%
+502,325,Heavy duty truck manufacturing,"$40,717,164,048.65",$283.11,0.00%
+503,353,Wood office furniture manufacturing,"$4,581,758,413.14",$30.28,0.00%
+504,337,Aircraft manufacturing,"$153,008,468,478.69",$720.57,0.00%
+505,30,Drilling oil and gas wells,"$11,827,333,275.53",$51.64,0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19",$51.85,0.00%
+507,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+509,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+510,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+511,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+512,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+513,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+514,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+515,51,Construction of other new nonresidential structures,"$160,786,345,780.64",$0.00,0.00%
+516,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+517,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+518,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+519,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+520,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+521,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+522,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+523,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+524,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+525,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+526,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+527,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+528,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/occupation_impacts_table.csv
new file mode 100644
index 0000000..eac7ac0
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,5.02,4.71,"$1,068,712.53","$196,790.01","$1,265,502.55","11,086.96"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",1.47,1.40,"$357,709.01","$60,558.04","$418,267.05","3,107.83"
+11-3000,Operations Specialties Managers,4.07,3.94,"$993,390.73","$183,016.95","$1,176,407.68","8,661.86"
+11-9000,Other Management Occupations,3.26,3.06,"$561,255.22","$107,103.68","$668,358.90","6,763.45"
+13-1000,Business Operations Specialists,8.12,7.74,"$1,013,759.37","$180,179.70","$1,193,939.08","15,944.01"
+13-2000,Financial Specialists,4.46,4.31,"$736,847.76","$122,495.63","$859,343.39","8,903.42"
+15-1200,Computer Occupations,4.50,4.32,"$765,449.91","$125,288.39","$890,738.29","8,915.85"
+15-2000,Mathematical Science Occupations,0.47,0.45,"$80,386.03","$13,480.17","$93,866.20",917.86
+17-1000,"Architects, Surveyors, and Cartographers",0.38,0.37,"$44,979.58","$8,839.16","$53,818.74",773.91
+17-2000,Engineers,2.63,2.56,"$415,955.69","$86,292.93","$502,248.61","5,644.34"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.54,0.52,"$51,942.50","$10,084.61","$62,027.11","1,062.32"
+19-1000,Life Scientists,0.23,0.22,"$29,278.69","$5,358.26","$34,636.95",451.21
+19-2000,Physical Scientists,0.20,0.19,"$28,448.75","$5,904.92","$34,353.67",400.30
+19-3000,Social Scientists and Related Workers,0.10,0.10,"$12,384.11","$2,215.89","$14,600.00",193.28
+19-4000,"Life, Physical, and Social Science Technicians",0.32,0.31,"$28,369.41","$6,272.52","$34,641.94",610.25
+19-5000,Occupational Health and Safety Specialists and Technicians,0.44,0.43,"$59,370.37","$13,257.16","$72,627.53",908.50
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",1.36,1.23,"$81,365.52","$15,348.68","$96,714.21","2,376.94"
+21-2000,Religious Workers,0.63,0.55,"$29,876.78","$4,366.05","$34,242.83","1,246.09"
+23-1000,"Lawyers, Judges, and Related Workers",0.76,0.73,"$200,009.86","$33,582.47","$233,592.33","1,619.98"
+23-2000,Legal Support Workers,0.49,0.47,"$42,143.66","$7,070.70","$49,214.36",875.65
+25-1000,Postsecondary Teachers,0.39,0.35,"$39,148.22","$8,761.03","$47,909.25",594.46
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.83,0.74,"$40,072.63","$8,023.36","$48,095.98","1,430.09"
+25-3000,Other Teachers and Instructors,0.53,0.47,"$21,809.21","$4,299.57","$26,108.78",678.26
+25-4000,"Librarians, Curators, and Archivists",0.04,0.04,"$2,672.79",$488.20,"$3,160.99",65.32
+25-9000,Other Educational Instruction and Library Occupations,0.42,0.38,"$18,535.27","$3,611.11","$22,146.39",593.96
+27-1000,Art and Design Workers,0.60,0.57,"$59,315.72","$10,000.65","$69,316.37","1,060.64"
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.53,0.47,"$57,593.47","$9,992.73","$67,586.20",730.73
+27-3000,Media and Communication Workers,0.61,0.57,"$71,960.29","$12,588.85","$84,549.14","1,108.37"
+27-4000,Media and Communication Equipment Workers,0.27,0.26,"$25,251.01","$4,358.72","$29,609.73",468.69
+29-1000,Healthcare Diagnosing or Treating Practitioners,4.52,4.19,"$629,122.89","$123,649.38","$752,772.28","8,283.06"
+29-2000,Health Technologists and Technicians,2.25,2.07,"$145,352.36","$28,602.44","$173,954.80","4,008.41"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.10,0.09,"$8,030.98","$1,504.70","$9,535.68",179.58
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",4.28,3.84,"$139,981.17","$27,169.33","$167,150.50","6,663.09"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.15,0.14,"$7,482.92","$1,486.25","$8,969.17",225.78
+31-9000,Other Healthcare Support Occupations,1.37,1.25,"$62,978.41","$11,975.41","$74,953.83","2,240.04"
+33-1000,Supervisors of Protective Service Workers,0.09,0.08,"$8,049.32","$1,514.56","$9,563.88",186.99
+33-2000,Firefighting and Prevention Workers,0.03,0.03,"$1,546.17",$283.41,"$1,829.59",70.53
+33-3000,Law Enforcement Workers,0.02,0.02,"$1,598.01",$434.89,"$2,032.90",40.64
+33-9000,Other Protective Service Workers,1.71,1.57,"$88,751.27","$16,158.47","$104,909.74","2,864.90"
+35-1000,Supervisors of Food Preparation and Serving Workers,1.24,1.00,"$66,396.77","$9,583.76","$75,980.53","2,077.27"
+35-2000,Cooks and Food Preparation Workers,3.09,2.50,"$99,775.53","$14,721.49","$114,497.02","4,178.86"
+35-3000,Food and Beverage Serving Workers,6.45,5.19,"$175,243.58","$24,855.25","$200,098.83","7,086.38"
+35-9000,Other Food Preparation and Serving Related Workers,1.40,1.13,"$34,884.25","$4,951.09","$39,835.34","1,385.45"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.31,0.28,"$18,238.62","$3,155.82","$21,394.44",611.91
+37-2000,Building Cleaning and Pest Control Workers,3.61,3.29,"$145,843.79","$25,920.88","$171,764.67","5,675.58"
+37-3000,Grounds Maintenance Workers,1.04,0.94,"$48,094.89","$8,389.71","$56,484.60","1,770.68"
+39-1000,Supervisors of Personal Care and Service Workers,0.17,0.15,"$10,665.18","$2,092.33","$12,757.51",296.96
+39-2000,Animal Care and Service Workers,0.22,0.19,"$7,397.01","$1,129.03","$8,526.04",296.97
+39-3000,Entertainment Attendants and Related Workers,0.52,0.45,"$16,511.76","$3,358.51","$19,870.27",567.01
+39-4000,Funeral Service Workers,0.04,0.03,"$1,631.47",$234.01,"$1,865.48",55.70
+39-5000,Personal Appearance Workers,0.42,0.36,"$14,247.16","$2,115.74","$16,362.90",567.73
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.06,0.05,"$2,628.32",$451.18,"$3,079.49",89.86
+39-7000,Tour and Travel Guides,0.18,0.17,"$9,257.44","$1,667.98","$10,925.42",197.49
+39-9000,Other Personal Care and Service Workers,1.02,0.88,"$28,169.53","$4,944.97","$33,114.50","1,187.96"
+41-1000,Supervisors of Sales Workers,1.27,1.15,"$101,013.88","$19,677.13","$120,691.01","2,506.71"
+41-2000,Retail Sales Workers,6.77,5.96,"$237,392.86","$48,948.47","$286,341.33","9,238.29"
+41-3000,"Sales Representatives, Services",2.62,2.51,"$334,295.25","$55,095.89","$389,391.14","5,253.72"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",2.45,2.36,"$291,827.67","$48,550.85","$340,378.53","5,142.54"
+41-9000,Other Sales and Related Workers,0.55,0.51,"$44,109.97","$7,257.17","$51,367.14",931.03
+43-1000,Supervisors of Office and Administrative Support Workers,1.64,1.55,"$161,807.88","$30,300.64","$192,108.52","3,198.27"
+43-2000,Communications Equipment Operators,0.04,0.03,"$1,863.70",$338.77,"$2,202.48",62.21
+43-3000,Financial Clerks,3.17,3.01,"$218,013.27","$39,254.17","$257,267.44","5,629.01"
+43-4000,Information and Record Clerks,5.34,5.02,"$317,934.31","$56,710.67","$374,644.98","8,944.32"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",2.70,2.48,"$188,343.28","$52,266.66","$240,609.95","5,182.33"
+43-6000,Secretaries and Administrative Assistants,3.07,2.87,"$206,995.80","$37,068.70","$244,064.50","5,410.31"
+43-9000,Other Office and Administrative Support Workers,3.29,3.10,"$178,742.92","$32,708.76","$211,451.68","5,390.27"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.06,"$4,469.36","$1,081.01","$5,550.37",134.54
+45-2000,Agricultural Workers,0.66,0.58,"$28,790.69","$6,355.62","$35,146.31","1,121.89"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$124.90,$39.79,$164.69,3.67
+45-4000,"Forest, Conservation, and Logging Workers",0.11,0.09,"$6,776.46","$2,121.95","$8,898.40",224.46
+47-1000,Supervisors of Construction and Extraction Workers,4.04,3.96,"$670,925.98","$152,942.17","$823,868.16","8,925.41"
+47-2000,Construction Trades Workers,9.49,9.28,"$1,008,032.23","$227,004.13","$1,235,036.36","19,593.13"
+47-3000,"Helpers, Construction Trades",0.05,0.05,"$2,281.54",$412.86,"$2,694.40",76.46
+47-4000,Other Construction and Related Workers,0.36,0.35,"$32,728.55","$7,625.29","$40,353.84",752.18
+47-5000,Extraction Workers,13.58,13.36,"$1,489,322.87","$345,188.44","$1,834,511.31","31,974.86"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.87,1.80,"$298,825.04","$67,487.57","$366,312.61","4,198.43"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.53,0.50,"$51,455.29","$10,836.61","$62,291.90","1,113.58"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.50,4.25,"$435,197.48","$92,458.44","$527,655.92","9,437.95"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",6.76,6.51,"$664,758.28","$146,660.69","$811,418.97","13,998.91"
+51-1000,Supervisors of Production Workers,0.90,0.87,"$110,686.76","$25,533.43","$136,220.19","1,998.62"
+51-2000,Assemblers and Fabricators,1.32,1.28,"$78,306.72","$15,966.17","$94,272.89","2,539.97"
+51-3000,Food Processing Workers,0.62,0.57,"$29,492.57","$6,262.70","$35,755.27","1,111.81"
+51-4000,Metal Workers and Plastic Workers,2.15,2.10,"$179,394.72","$39,328.21","$218,722.93","4,458.60"
+51-5100,Printing Workers,0.20,0.20,"$11,502.29","$2,259.78","$13,762.07",378.39
+51-6000,"Textile, Apparel, and Furnishings Workers",0.43,0.39,"$19,792.18","$3,567.12","$23,359.30",735.46
+51-7000,Woodworkers,0.12,0.12,"$6,791.93","$1,386.24","$8,178.16",235.76
+51-8000,Plant and System Operators,0.55,0.53,"$64,075.35","$18,088.09","$82,163.43","1,177.44"
+51-9000,Other Production Occupations,3.68,3.57,"$282,925.91","$63,785.47","$346,711.38","7,296.64"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.96,0.91,"$106,365.64","$22,818.92","$129,184.55","2,040.76"
+53-2000,Air Transportation Workers,0.27,0.26,"$51,058.29","$12,490.76","$63,549.05",499.78
+53-3000,Motor Vehicle Operators,5.96,5.62,"$437,208.00","$95,633.62","$532,841.62","11,946.83"
+53-4000,Rail Transportation Workers,0.95,0.90,"$83,866.99","$25,477.88","$109,344.86","2,279.73"
+53-5000,Water Transportation Workers,0.33,0.30,"$31,514.70","$6,174.60","$37,689.30",758.21
+53-6000,Other Transportation Workers,0.36,0.32,"$17,068.40","$3,470.60","$20,539.01",561.98
+53-7000,Material Moving Workers,9.95,9.41,"$630,806.83","$129,026.64","$759,833.46","17,327.41"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/tax_results.csv
new file mode 100644
index 0000000..e219528
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$590,014.15","$602,678.99","$398,574.61","$1,692,754.42","$2,416,924.38","$5,700,946.54"
+2 - Indirect,"$272,502.60","$271,696.20","$181,383.78","$866,902.33","$2,338,705.32","$3,931,190.22"
+3 - Induced,"$234,308.22","$233,766.50","$155,885.25","$742,977.50","$1,912,580.34","$3,279,517.81"
+,"$1,096,824.97","$1,108,141.69","$735,843.64","$3,302,634.24","$6,668,210.03","$12,911,654.58"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..ce0639c
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42"
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20"
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36"
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53"
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87"
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57"
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48"
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45"
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68"
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31"
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45"
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20"
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55"
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01"
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..d5fb6c3
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.59,"$7,685,078.30","$27,849,675.92","$47,000,000.00"
+2 - Indirect,90.71,"$9,659,894.23","$16,761,980.65","$31,570,819.29"
+3 - Induced,106.23,"$7,652,331.51","$14,376,752.48","$24,378,219.48"
+,250.53,"$24,997,304.04","$58,988,409.05","$102,949,038.76"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..f0d083d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42",0.12%
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20",0.02%
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36",0.00%
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53",0.00%
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87",0.00%
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57",0.00%
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48",0.00%
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45",0.00%
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68",0.00%
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31",0.00%
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45",0.00%
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20",0.00%
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55",0.00%
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01",0.00%
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73",0.00%
+16,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$1,295,329.55",0.00%
+17,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$40,758.68",0.00%
+18,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$18,399.42",0.00%
+19,186,Tire manufacturing,"$25,656,100,926.70","$106,440.90",0.00%
+20,451,Management of companies and enterprises,"$819,034,418,120.62","$3,212,341.72",0.00%
+21,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$49,391.14",0.00%
+22,16,Commercial logging,"$9,708,016,677.17","$36,426.77",0.00%
+23,188,Other rubber product manufacturing,"$18,947,852,104.12","$60,199.55",0.00%
+24,424,Other financial investment activities,"$568,453,393,226.55","$1,719,889.09",0.00%
+25,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$148,585.58",0.00%
+26,109,Knit fabric mills,"$1,209,761,149.04","$3,619.11",0.00%
+27,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$649,706.02",0.00%
+28,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$3,285.37",0.00%
+29,509,Federal electric utilities,"$15,278,393,331.48","$39,913.15",0.00%
+30,515,Local government electric utilities,"$63,242,600,402.80","$164,356.10",0.00%
+31,512,State government electric utilities,"$2,138,213,300.81","$5,547.27",0.00%
+32,39,Electric power generation - Geothermal,"$1,089,212,605.47","$2,802.54",0.00%
+33,36,Electric power generation - Nuclear,"$48,600,191,094.94","$125,048.15",0.00%
+34,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$28,689.69",0.00%
+35,37,Electric power generation - Solar,"$15,183,687,778.59","$39,067.59",0.00%
+36,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$411,778.42",0.00%
+37,38,Electric power generation - Wind,"$31,436,960,621.21","$80,887.21",0.00%
+38,40,Electric power generation - Biomass,"$3,248,354,871.06","$8,358.01",0.00%
+39,41,Electric power generation - All other,"$598,610,063.76","$1,540.22",0.00%
+40,42,Electric power transmission and distribution,"$454,802,637,163.46","$1,168,129.94",0.00%
+41,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$993,088.74",0.00%
+42,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$11,562.58",0.00%
+43,152,Industrial gas manufacturing,"$43,958,605,364.15","$100,626.30",0.00%
+44,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$17,519.90",0.00%
+45,146,Petroleum refineries,"$685,338,713,966.20","$1,547,595.79",0.00%
+46,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$12,508.02",0.00%
+47,175,Custom compounding of purchased resins,"$12,008,896,270.80","$24,560.93",0.00%
+48,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$20,847.37",0.00%
+49,401,Pipeline transportation,"$77,957,430,742.25","$152,400.34",0.00%
+50,200,Lime manufacturing,"$3,411,426,132.51","$6,442.51",0.00%
+51,241,Metal heat treating,"$6,751,197,386.48","$12,653.00",0.00%
+52,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$43,878.58",0.00%
+53,210,Steel wire drawing,"$6,965,034,108.99","$12,829.84",0.00%
+54,254,Construction machinery manufacturing,"$64,676,876,659.63","$112,777.41",0.00%
+55,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$582,451.90",0.00%
+56,458,Services to buildings,"$184,887,389,840.19","$315,184.67",0.00%
+57,398,Water transportation,"$76,976,695,291.27","$126,317.46",0.00%
+58,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$151,186.19",0.00%
+59,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$165,724.30",0.00%
+60,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$49,628.30",0.00%
+61,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$13,954.40",0.00%
+62,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$66,731.93",0.00%
+63,456,Travel arrangement and reservation services,"$92,038,956,694.17","$144,504.46",0.00%
+64,455,Business support services,"$98,531,422,147.59","$154,291.04",0.00%
+65,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$393,150.55",0.00%
+66,237,Hardware manufacturing,"$11,360,442,824.27","$17,369.75",0.00%
+67,25,Other metal ore mining,"$4,177,930,861.03","$6,341.53",0.00%
+68,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$656,055.89",0.00%
+69,20,Oil and gas extraction,"$440,054,943,164.76","$637,771.61",0.00%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$49,368.10",0.00%
+71,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$531,604.00",0.00%
+72,151,Petrochemical manufacturing,"$213,898,809,710.92","$305,567.29",0.00%
+73,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$79,907.18",0.00%
+74,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$223,434.38",0.00%
+75,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$1,466,444.23",0.00%
+76,239,Machine shops,"$58,418,188,845.25","$81,189.33",0.00%
+77,403,Couriers and messengers,"$147,389,575,412.04","$204,748.19",0.00%
+78,399,Truck transportation,"$517,459,714,328.88","$718,710.23",0.00%
+79,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$666,359.76",0.00%
+80,459,Landscape and horticultural services,"$165,786,078,305.71","$218,947.99",0.00%
+81,437,Legal services,"$482,145,097,198.44","$633,193.56",0.00%
+82,224,Nonferrous forging,"$5,015,019,698.50","$6,483.02",0.00%
+83,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$39,470.37",0.00%
+84,508,Postal service,"$82,216,438,935.22","$105,859.38",0.00%
+85,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$287,267.21",0.00%
+86,510,Other federal government enterprises,"$6,854,090,185.53","$8,743.61",0.00%
+87,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$743,297.20",0.00%
+88,404,Warehousing and storage,"$196,283,203,045.69","$248,823.19",0.00%
+89,43,Natural gas distribution,"$112,805,479,068.56","$140,978.54",0.00%
+90,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$106,192.22",0.00%
+91,125,Wood preservation,"$12,385,421,188.04","$15,194.63",0.00%
+92,445,Environmental and other technical consulting services,"$89,248,872,652.10","$108,712.48",0.00%
+93,219,Ferrous metal foundries,"$23,423,417,307.88","$28,409.48",0.00%
+94,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$121,999.35",0.00%
+95,505,Business and professional associations,"$73,615,227,688.04","$88,077.49",0.00%
+96,223,Iron and steel forging,"$12,167,051,489.94","$14,538.85",0.00%
+97,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$69,175.62",0.00%
+98,460,Other support services,"$93,493,521,065.46","$110,625.76",0.00%
+99,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$173,088.66",0.00%
+100,221,Custom roll forming,"$3,403,758,221.65","$3,930.62",0.00%
+101,195,Cement manufacturing,"$16,124,794,202.42","$18,618.09",0.00%
+102,185,Other plastics product manufacturing,"$119,757,914,903.54","$137,069.52",0.00%
+103,452,Office administrative services,"$100,789,973,631.90","$115,125.44",0.00%
+104,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$93,376.50",0.00%
+105,124,Sawmills,"$42,023,969,480.44","$47,102.87",0.00%
+106,116,Other textile product mills,"$5,849,355,190.48","$6,527.80",0.00%
+107,229,Plate work manufacturing,"$15,417,788,320.32","$17,189.31",0.00%
+108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$6,184.64",0.00%
+109,145,Support activities for printing,"$3,010,426,339.58","$3,348.50",0.00%
+110,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$145,245.56",0.00%
+111,137,Paper mills,"$44,700,830,052.02","$49,267.61",0.00%
+112,139,Paperboard container manufacturing,"$102,476,045,826.39","$112,943.27",0.00%
+113,27,Sand and gravel mining,"$15,322,656,295.20","$16,767.54",0.00%
+114,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$6,644.19",0.00%
+115,10,All other crop farming,"$22,224,392,154.07","$24,099.34",0.00%
+116,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$29,549.65",0.00%
+117,447,"Advertising, public relations, and related services","$221,366,844,538.02","$239,335.07",0.00%
+118,439,"Architectural, engineering, and related services","$491,156,469,463.54","$524,767.18",0.00%
+119,24,Gold ore and silver ore mining,"$14,012,282,637.55","$14,946.16",0.00%
+120,454,Employment services,"$472,021,118,180.87","$502,348.07",0.00%
+121,440,Specialized design services,"$61,729,364,047.76","$65,652.53",0.00%
+122,226,Handtool manufacturing,"$9,269,806,810.85","$9,858.43",0.00%
+123,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$25,339.82",0.00%
+124,457,Investigation and security services,"$87,760,959,501.87","$92,663.64",0.00%
+125,138,Paperboard mills,"$37,769,326,092.36","$39,695.84",0.00%
+126,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$425,158.48",0.00%
+127,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$106,612.56",0.00%
+128,238,Spring and wire product manufacturing,"$14,446,923,138.19","$14,723.30",0.00%
+129,478,Performing arts companies,"$40,958,746,144.37","$41,557.33",0.00%
+130,461,Waste management and remediation services,"$177,999,302,351.73","$180,088.81",0.00%
+131,448,Photographic services,"$18,611,681,469.69","$18,752.79",0.00%
+132,23,Iron ore mining,"$4,242,665,589.12","$4,262.72",0.00%
+133,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$8,004.06",0.00%
+134,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$429,857.66",0.00%
+135,413,Radio and television broadcasting,"$126,652,960,389.18","$125,264.91",0.00%
+136,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$50,977.80",0.00%
+137,481,"Independent artists, writers, and performers","$78,191,306,536.76","$76,554.08",0.00%
+138,173,Printing ink manufacturing,"$4,197,932,161.56","$4,095.23",0.00%
+139,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$294,916.30",0.00%
+140,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$51,449.14",0.00%
+141,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$16,301.64",0.00%
+142,444,Management consulting services,"$314,984,356,065.88","$302,954.18",0.00%
+143,144,Printing,"$93,711,787,715.49","$90,002.33",0.00%
+144,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$4,072.83",0.00%
+145,426,"Insurance carriers, except direct life","$763,623,938,208.92","$722,860.62",0.00%
+146,391,Retail - Gasoline stores,"$126,195,524,793.46","$118,925.53",0.00%
+147,406,Periodical publishers,"$28,726,880,599.05","$27,061.10",0.00%
+148,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$243,864.26",0.00%
+149,493,All other food and drinking places,"$276,447,241,992.94","$256,970.62",0.00%
+150,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$5,974.05",0.00%
+151,479,Commercial Sports Except Racing,"$62,631,985,438.99","$57,924.35",0.00%
+152,491,Full-service restaurants,"$600,936,370,418.40","$555,596.79",0.00%
+153,405,Newspaper publishers,"$23,494,267,330.25","$21,679.21",0.00%
+154,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$83,607.29",0.00%
+155,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$56,017.95",0.00%
+156,414,Cable and other subscription programming,"$129,841,466,724.49","$117,324.55",0.00%
+157,486,Other amusement and recreation industries,"$73,097,118,023.77","$65,908.47",0.00%
+158,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$278,358.29",0.00%
+159,490,Other accommodations,"$16,436,225,502.96","$14,772.52",0.00%
+160,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$83,778.28",0.00%
+161,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$14,491.23",0.00%
+162,311,Lighting fixture manufacturing,"$13,551,146,025.36","$12,063.67",0.00%
+163,220,Nonferrous metal foundries,"$14,956,699,164.90","$13,293.68",0.00%
+164,462,Elementary and secondary schools,"$74,365,925,030.62","$65,895.34",0.00%
+165,476,Child day care services,"$86,623,931,960.28","$76,493.91",0.00%
+166,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$66,287.28",0.00%
+167,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$114,550.17",0.00%
+168,507,Private households,"$27,265,934,911.83","$24,027.48",0.00%
+169,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$23,081.99",0.00%
+170,487,Fitness and recreational sports centers,"$40,757,208,080.88","$35,779.72",0.00%
+171,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$99,828.07",0.00%
+172,475,Individual and family services,"$197,385,106,011.81","$172,970.63",0.00%
+173,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$36,218.03",0.00%
+174,503,Religious organizations,"$160,924,588,099.97","$140,541.10",0.00%
+175,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$15,286.99",0.00%
+176,495,Car washes,"$35,373,724,638.09","$30,778.29",0.00%
+177,472,Hospitals,"$1,246,642,306,210.30","$1,083,887.63",0.00%
+178,480,Racing and Track Operation,"$2,466,251,193.93","$2,141.59",0.00%
+179,394,Retail - General merchandise stores,"$308,393,207,557.39","$266,742.30",0.00%
+180,431,Owner-occupied housing,"$2,353,458,000,000.00","$2,030,688.24",0.00%
+181,201,Gypsum product manufacturing,"$10,849,873,573.69","$9,343.90",0.00%
+182,488,Bowling centers,"$4,651,609,193.39","$4,001.86",0.00%
+183,464,Other educational services,"$150,226,479,511.36","$129,111.07",0.00%
+184,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$24,446.79",0.00%
+185,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$159,201.52",0.00%
+186,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$18,059.20",0.00%
+187,492,Limited-service restaurants,"$662,772,350,208.32","$566,953.08",0.00%
+188,396,Air transportation,"$328,394,890,891.02","$280,507.75",0.00%
+189,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$6,451.73",0.00%
+190,513,Other state government enterprises,"$26,495,170,772.45","$22,535.36",0.00%
+191,471,Other ambulatory health care services,"$53,046,213,789.29","$45,108.52",0.00%
+192,502,Other personal services,"$133,455,503,992.02","$113,444.42",0.00%
+193,389,Retail - Food and beverage stores,"$340,025,954,447.09","$288,875.51",0.00%
+194,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$194,284.96",0.00%
+195,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$82,985.03",0.00%
+196,516,Other local government enterprises,"$353,931,726,040.53","$299,411.54",0.00%
+197,390,Retail - Health and personal care stores,"$203,751,544,401.25","$172,129.55",0.00%
+198,499,Personal care services,"$99,129,280,065.60","$83,610.07",0.00%
+199,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$167,198.67",0.00%
+200,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$13,426.00",0.00%
+201,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$6,436.91",0.00%
+202,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$20,912.46",0.00%
+203,514,Local government passenger transit,"$14,082,847,680.82","$11,766.16",0.00%
+204,511,State government passenger transit,"$1,585,108,785.26","$1,324.35",0.00%
+205,425,Direct life insurance carriers,"$118,798,771,122.27","$99,134.26",0.00%
+206,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$18,426.17",0.00%
+207,466,Offices of dentists,"$187,241,521,354.72","$155,624.89",0.00%
+208,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$61,366.36",0.00%
+209,102,Wineries,"$27,858,635,866.29","$23,032.29",0.00%
+210,465,Offices of physicians,"$710,425,690,758.33","$586,645.61",0.00%
+211,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$32,625.65",0.00%
+212,467,Offices of other health practitioners,"$173,037,357,927.83","$142,667.09",0.00%
+213,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$7,453.97",0.00%
+214,506,Labor and civic organizations,"$81,538,720,493.49","$66,902.36",0.00%
+215,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$204,545.41",0.00%
+216,44,"Water, sewage and other systems","$20,702,504,339.27","$16,816.04",0.00%
+217,468,Outpatient care centers,"$254,994,924,915.48","$207,063.75",0.00%
+218,418,"Data processing, hosting, and related services","$490,713,862,620.46","$397,919.99",0.00%
+219,470,Home health care services,"$148,884,219,821.65","$120,622.23",0.00%
+220,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$4,140.01",0.00%
+221,65,Fats and oils refining and blending,"$27,186,577,576.39","$21,988.07",0.00%
+222,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$4,741.96",0.00%
+223,484,Amusement parks and arcades,"$27,154,350,236.67","$21,914.54",0.00%
+224,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$27,812.49",0.00%
+225,58,Dog and cat food manufacturing,"$42,027,131,811.09","$33,621.61",0.00%
+226,400,Transit and ground passenger transportation,"$169,895,344,811.88","$135,412.55",0.00%
+227,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$81,193.78",0.00%
+228,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$29,354.60",0.00%
+229,108,Nonwoven fabric mills,"$8,073,560,162.60","$6,371.97",0.00%
+230,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$42,956.35",0.00%
+231,184,Plastics bottle manufacturing,"$20,649,244,775.09","$16,289.17",0.00%
+232,63,Wet corn milling,"$38,891,507,770.56","$30,673.33",0.00%
+233,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$7,707.04",0.00%
+234,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$81,361.26",0.00%
+235,110,Textile and fabric finishing mills,"$5,488,614,083.97","$4,287.69",0.00%
+236,93,Other snack food manufacturing,"$38,904,968,131.82","$30,390.55",0.00%
+237,101,Breweries,"$37,340,990,790.38","$29,052.93",0.00%
+238,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$22,599.20",0.00%
+239,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$4,044.33",0.00%
+240,103,Distilleries,"$24,706,251,736.01","$19,163.62",0.00%
+241,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$10,345.46",0.00%
+242,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$62,726.57",0.00%
+243,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$6,259.82",0.00%
+244,410,Software publishers,"$481,752,923,538.80","$371,374.84",0.00%
+245,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$7,167.25",0.00%
+246,193,Glass container manufacturing,"$6,929,253,311.43","$5,329.80",0.00%
+247,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$215,565.97",0.00%
+248,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$3,585.77",0.00%
+249,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$66,434.23",0.00%
+250,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$33,881.14",0.00%
+251,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$201,842.50",0.00%
+252,91,Tortilla manufacturing,"$6,637,815,191.50","$5,016.57",0.00%
+253,73,Frozen specialties manufacturing,"$29,906,861,739.21","$22,448.11",0.00%
+254,100,Manufactured ice,"$1,531,542,683.93","$1,149.19",0.00%
+255,106,Broadwoven fabric mills,"$6,004,476,568.14","$4,501.52",0.00%
+256,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$16,896.42",0.00%
+257,449,Veterinary services,"$71,596,357,121.77","$53,620.45",0.00%
+258,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$14,938.46",0.00%
+259,67,Beet sugar manufacturing,"$4,964,816,518.93","$3,705.81",0.00%
+260,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$10,140.25",0.00%
+261,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$57,227.98",0.00%
+262,443,"Other computer related services, including facilities management","$72,014,303,860.80","$53,494.15",0.00%
+263,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$9,897.42",0.00%
+264,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$10,525.28",0.00%
+265,64,Soybean and other oilseed processing,"$76,308,728,857.11","$56,331.30",0.00%
+266,3,Vegetable and melon farming,"$30,885,272,746.48","$22,794.91",0.00%
+267,363,Dental laboratories,"$6,071,164,155.13","$4,476.09",0.00%
+268,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$10,804.95",0.00%
+269,60,Flour milling,"$24,410,235,377.89","$17,967.79",0.00%
+270,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$206,794.76",0.00%
+271,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$251,878.57",0.00%
+272,429,Other real estate,"$2,063,772,881,991.79","$1,515,640.79",0.00%
+273,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$5,355.89",0.00%
+274,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$150,030.25",0.00%
+275,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$3,842.90",0.00%
+276,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$9,828.57",0.00%
+277,62,Malt manufacturing,"$1,609,185,168.11","$1,172.46",0.00%
+278,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$12,151.41",0.00%
+279,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$12,224.67",0.00%
+280,409,Greeting card publishing,"$620,260,994.43",$449.16,0.00%
+281,59,Other animal food manufacturing,"$65,579,824,303.67","$47,191.33",0.00%
+282,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$1,263.77",0.00%
+283,68,Sugar cane mills and refining,"$9,295,080,877.39","$6,662.93",0.00%
+284,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$4,974.18",0.00%
+285,83,Poultry processing,"$105,186,301,944.41","$75,167.18",0.00%
+286,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$39,845.25",0.00%
+287,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$4,601.00",0.00%
+288,434,Video tape and disc rental,"$2,056,888,651.68","$1,464.46",0.00%
+289,412,Sound recording industries,"$31,525,668,537.03","$22,443.37",0.00%
+290,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$5,900.88",0.00%
+291,328,Motor home manufacturing,"$8,213,805,405.62","$5,806.76",0.00%
+292,98,All other food manufacturing,"$57,495,650,042.31","$40,306.45",0.00%
+293,18,Commercial hunting and trapping,"$1,457,086,312.35","$1,018.57",0.00%
+294,77,Cheese manufacturing,"$78,758,678,813.71","$55,012.66",0.00%
+295,235,Metal cans manufacturing,"$27,208,678,262.97","$18,996.01",0.00%
+296,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$16,368.06",0.00%
+297,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$9,700.97",0.00%
+298,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$5,053.03",0.00%
+299,500,Death care services,"$21,907,750,073.48","$15,247.55",0.00%
+300,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$2,778.07",0.00%
+301,113,Curtain and linen mills,"$2,979,017,369.60","$2,069.53",0.00%
+302,143,All other converted paper product manufacturing,"$7,484,025,289.68","$5,188.79",0.00%
+303,97,Spice and extract manufacturing,"$19,373,537,300.45","$13,383.91",0.00%
+304,172,Toilet preparation manufacturing,"$45,913,297,452.17","$31,711.23",0.00%
+305,114,Textile bag and canvas mills,"$5,249,055,341.28","$3,624.02",0.00%
+306,13,Poultry and egg production,"$78,014,200,034.51","$53,832.43",0.00%
+307,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$173,415.15",0.00%
+308,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$6,350.31",0.00%
+309,131,"Other millwork, including flooring","$11,872,958,758.31","$8,123.93",0.00%
+310,117,Apparel knitting mills,"$1,078,135,943.04",$736.78,0.00%
+311,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$3,105.85",0.00%
+312,171,Surface active agent manufacturing,"$7,929,977,473.13","$5,413.28",0.00%
+313,12,Dairy cattle and milk production,"$55,960,191,839.82","$38,140.98",0.00%
+314,129,Wood windows and door manufacturing,"$22,029,620,673.99","$15,008.71",0.00%
+315,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$20,725.69",0.00%
+316,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$4,786.84",0.00%
+317,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$8,873.03",0.00%
+318,118,Cut and sew apparel contractors,"$2,653,123,700.63","$1,788.26",0.00%
+319,415,Wired telecommunications carriers,"$312,303,330,075.70","$210,197.57",0.00%
+320,292,Other communications equipment manufacturing,"$8,476,374,888.63","$5,704.98",0.00%
+321,4,Fruit farming,"$27,048,229,916.23","$18,150.17",0.00%
+322,344,Boat building,"$16,575,494,394.55","$11,030.65",0.00%
+323,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$10,065.38",0.00%
+324,79,Fluid milk manufacturing,"$58,670,165,867.62","$38,879.39",0.00%
+325,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$5,739.61",0.00%
+326,473,Nursing and community care facilities,"$259,557,368,469.24","$171,235.07",0.00%
+327,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$26,439.50",0.00%
+328,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,385.24",0.00%
+329,87,Seafood product preparation and packaging,"$18,709,695,060.42","$12,272.93",0.00%
+330,407,Book publishers,"$38,981,960,284.47","$25,535.09",0.00%
+331,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$4,997.02",0.00%
+332,75,Canned specialties,"$12,228,701,977.18","$7,959.03",0.00%
+333,122,Footwear manufacturing,"$3,007,443,476.76","$1,952.27",0.00%
+334,80,Creamery butter manufacturing,"$9,920,387,946.25","$6,419.68",0.00%
+335,167,Paint and coating manufacturing,"$40,256,103,819.80","$26,028.18",0.00%
+336,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$9,482.84",0.00%
+337,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$1,657.57",0.00%
+338,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$1,660.28",0.00%
+339,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$24,264.69",0.00%
+340,85,Meat processed from carcasses,"$97,119,832,558.67","$61,221.99",0.00%
+341,168,Adhesive manufacturing,"$19,417,045,098.31","$12,218.30",0.00%
+342,104,Tobacco manufacturing,"$54,449,721,766.50","$34,105.08",0.00%
+343,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$6,720.32",0.00%
+344,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$19,153.66",0.00%
+345,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$4,538.45",0.00%
+346,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$4,706.52",0.00%
+347,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$3,695.56",0.00%
+348,430,Tenant-occupied housing,"$685,796,968,030.48","$425,043.31",0.00%
+349,2,Grain farming,"$92,515,635,807.06","$57,323.18",0.00%
+350,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$15,793.70",0.00%
+351,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$76,547.29",0.00%
+352,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$2,611.06",0.00%
+353,357,Mattress manufacturing,"$9,419,270,908.18","$5,710.31",0.00%
+354,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$30,545.29",0.00%
+355,230,Metal window and door manufacturing,"$25,916,655,606.62","$15,626.92",0.00%
+356,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$11,344.56",0.00%
+357,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$74,563.53",0.00%
+358,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$21,962.00",0.00%
+359,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$6,708.83",0.00%
+360,411,Motion picture and video industries,"$175,387,116,345.71","$101,385.92",0.00%
+361,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$1,611.25",0.00%
+362,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$4,261.57",0.00%
+363,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$17,824.23",0.00%
+364,198,Concrete pipe manufacturing,"$4,124,714,176.94","$2,362.87",0.00%
+365,299,Other electronic component manufacturing,"$20,043,941,097.34","$11,466.77",0.00%
+366,94,Coffee and tea manufacturing,"$20,863,690,975.72","$11,924.86",0.00%
+367,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$10,199.44",0.00%
+368,61,Rice milling,"$4,898,466,736.87","$2,787.40",0.00%
+369,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$5,370.11",0.00%
+370,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$4,741.81",0.00%
+371,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$1,813.92",0.00%
+372,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$13,690.55",0.00%
+373,111,Fabric coating mills,"$2,941,340,275.34","$1,599.65",0.00%
+374,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$3,675.65",0.00%
+375,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59",$630.31,0.00%
+376,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$14,312.23",0.00%
+377,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$14,183.46",0.00%
+378,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$6,107.34",0.00%
+379,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$3,732.13",0.00%
+380,32,Metal mining services,"$2,048,448,774.82","$1,046.07",0.00%
+381,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$1,180.14",0.00%
+382,453,Facilities support services,"$38,362,646,138.12","$19,401.60",0.00%
+383,199,Other concrete product manufacturing,"$20,872,805,363.99","$10,471.85",0.00%
+384,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$15,740.61",0.00%
+385,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$3,164.16",0.00%
+386,17,Commercial fishing,"$6,396,190,709.37","$3,182.84",0.00%
+387,141,Stationery product manufacturing,"$6,277,104,685.19","$3,117.10",0.00%
+388,318,Battery manufacturing,"$39,581,382,532.18","$19,422.31",0.00%
+389,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$7,413.98",0.00%
+390,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$7,318.09",0.00%
+391,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$10,128.38",0.00%
+392,1,Oilseed farming,"$49,937,187,262.22","$23,493.09",0.00%
+393,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$5,365.54",0.00%
+394,321,Wiring device manufacturing,"$23,088,452,099.69","$10,724.23",0.00%
+395,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$6,173.70",0.00%
+396,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$7,294.61",0.00%
+397,373,Burial casket manufacturing,"$823,043,789.50",$373.78,0.00%
+398,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$3,587.87",0.00%
+399,231,Sheet metal work manufacturing,"$38,948,717,887.18","$17,487.64",0.00%
+400,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$8,517.68",0.00%
+401,121,Leather and hide tanning and finishing,"$1,222,349,401.99",$540.48,0.00%
+402,358,Blind and shade manufacturing,"$2,260,551,655.48",$987.01,0.00%
+403,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$6,918.76",0.00%
+404,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,461.53",0.00%
+405,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$7,271.49",0.00%
+406,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$6,830.24",0.00%
+407,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$15,727.72",0.00%
+408,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$5,223.24",0.00%
+409,273,Other engine equipment manufacturing,"$48,785,187,978.27","$19,783.10",0.00%
+410,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87",$566.53,0.00%
+411,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,140.25",0.00%
+412,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$1,579.22",0.00%
+413,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$1,465.74",0.00%
+414,441,Custom computer programming services,"$369,576,048,122.11","$139,003.74",0.00%
+415,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$5,389.19",0.00%
+416,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,900.15",0.00%
+417,442,Computer systems design services,"$372,342,526,925.07","$137,570.82",0.00%
+418,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$2,955.61",0.00%
+419,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$3,751.44",0.00%
+420,298,Electronic connector manufacturing,"$10,285,711,165.08","$3,650.80",0.00%
+421,5,Tree nut farming,"$10,840,952,356.98","$3,845.63",0.00%
+422,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$1,291.19",0.00%
+423,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$2,333.83",0.00%
+424,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$4,957.57",0.00%
+425,136,Pulp mills,"$4,388,558,617.42","$1,373.09",0.00%
+426,313,Major household appliance manufacturing,"$31,013,443,561.11","$9,653.47",0.00%
+427,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$3,377.19",0.00%
+428,191,Flat glass manufacturing,"$5,646,246,245.84","$1,661.84",0.00%
+429,370,Musical instrument manufacturing,"$2,442,378,807.18",$681.93,0.00%
+430,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05",$986.56,0.00%
+431,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$3,845.44",0.00%
+432,205,Mineral wool manufacturing,"$10,606,371,397.91","$2,675.47",0.00%
+433,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48",$959.33,0.00%
+434,112,Carpet and rug mills,"$11,693,395,459.88","$2,945.43",0.00%
+435,8,Cotton farming,"$5,875,423,327.42","$1,475.85",0.00%
+436,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$11,023.49",0.00%
+437,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$13,015.59",0.00%
+438,265,Industrial mold manufacturing,"$7,530,247,856.23","$1,836.78",0.00%
+439,368,Sign manufacturing,"$16,164,025,409.21","$3,910.66",0.00%
+440,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$3,696.98",0.00%
+441,446,Scientific research and development services,"$1,205,188,770,353.59","$273,705.30",0.00%
+442,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$4,133.60",0.00%
+443,31,Support activities for oil and gas operations,"$91,409,573,478.95","$18,215.19",0.00%
+444,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$7,256.55",0.00%
+445,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$3,159.72",0.00%
+446,33,Other nonmetallic minerals services,"$3,066,411,048.87",$580.59,0.00%
+447,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$1,985.56",0.00%
+448,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,708.07",0.00%
+449,334,Motor vehicle metal stamping,"$37,315,706,996.08","$6,797.51",0.00%
+450,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$2,052.15",0.00%
+451,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74",$939.43,0.00%
+452,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$2,662.81",0.00%
+453,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,211.51",0.00%
+454,7,Tobacco farming,"$938,019,405.97",$137.17,0.00%
+455,280,Power-driven handtool manufacturing,"$5,652,316,770.11",$826.44,0.00%
+456,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$2,804.31",0.00%
+457,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$1,708.67",0.00%
+458,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$7,471.41",0.00%
+459,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$59,873.13",0.00%
+460,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$2,817.79",0.00%
+461,288,Computer storage device manufacturing,"$9,130,764,626.37","$1,018.50",0.00%
+462,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,811.62",0.00%
+463,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$1,033.99",0.00%
+464,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$2,408.82",0.00%
+465,287,Electronic computer manufacturing,"$59,399,365,371.42","$6,142.99",0.00%
+466,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60",$620.41,0.00%
+467,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$1,048.66",0.00%
+468,343,Ship building and repairing,"$36,749,502,389.40","$3,341.72",0.00%
+469,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07",$480.66,0.00%
+470,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53",$552.04,0.00%
+471,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$1,476.97",0.00%
+472,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$2,398.83",0.00%
+473,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35",$406.35,0.00%
+474,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$2,997.70",0.00%
+475,282,Packaging machinery manufacturing,"$10,093,518,599.74",$637.01,0.00%
+476,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$2,034.21",0.00%
+477,268,Machine tool manufacturing,"$14,689,449,094.47",$873.09,0.00%
+478,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40",$506.01,0.00%
+479,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$1,608.65",0.00%
+480,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$1,296.70",0.00%
+481,258,Food product machinery manufacturing,"$8,325,550,800.97",$387.04,0.00%
+482,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$1,236.34",0.00%
+483,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$1,676.32",0.00%
+484,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85",$885.26,0.00%
+485,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66",$472.64,0.00%
+486,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$1,771.36",0.00%
+487,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28",$147.84,0.00%
+488,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26",$983.23,0.00%
+489,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20",$283.43,0.00%
+490,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43",$411.16,0.00%
+491,354,Custom architectural woodwork and millwork,"$6,542,805,074.05",$124.93,0.00%
+492,352,Institutional furniture manufacturing,"$6,520,456,951.78",$107.92,0.00%
+493,257,Semiconductor machinery manufacturing,"$20,914,542,877.68",$332.87,0.00%
+494,275,Air and gas compressor manufacturing,"$11,295,952,281.20",$171.97,0.00%
+495,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89",$216.77,0.00%
+496,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98",$897.50,0.00%
+497,327,Truck trailer manufacturing,"$18,669,883,339.14",$184.94,0.00%
+498,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20",$117.20,0.00%
+499,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95",$68.40,0.00%
+500,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42",$514.15,0.00%
+501,307,Irradiation apparatus manufacturing,"$11,336,061,543.92",$84.88,0.00%
+502,325,Heavy duty truck manufacturing,"$40,717,164,048.65",$283.11,0.00%
+503,353,Wood office furniture manufacturing,"$4,581,758,413.14",$30.28,0.00%
+504,337,Aircraft manufacturing,"$153,008,468,478.69",$720.57,0.00%
+505,30,Drilling oil and gas wells,"$11,827,333,275.53",$51.64,0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19",$51.85,0.00%
+507,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+509,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+510,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+511,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+512,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+513,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+514,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+515,51,Construction of other new nonresidential structures,"$160,786,345,780.64",$0.00,0.00%
+516,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+517,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+518,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+519,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+520,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+521,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+522,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+523,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+524,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+525,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+526,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+527,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+528,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/occupation_impacts_table.csv
new file mode 100644
index 0000000..eac7ac0
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,5.02,4.71,"$1,068,712.53","$196,790.01","$1,265,502.55","11,086.96"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",1.47,1.40,"$357,709.01","$60,558.04","$418,267.05","3,107.83"
+11-3000,Operations Specialties Managers,4.07,3.94,"$993,390.73","$183,016.95","$1,176,407.68","8,661.86"
+11-9000,Other Management Occupations,3.26,3.06,"$561,255.22","$107,103.68","$668,358.90","6,763.45"
+13-1000,Business Operations Specialists,8.12,7.74,"$1,013,759.37","$180,179.70","$1,193,939.08","15,944.01"
+13-2000,Financial Specialists,4.46,4.31,"$736,847.76","$122,495.63","$859,343.39","8,903.42"
+15-1200,Computer Occupations,4.50,4.32,"$765,449.91","$125,288.39","$890,738.29","8,915.85"
+15-2000,Mathematical Science Occupations,0.47,0.45,"$80,386.03","$13,480.17","$93,866.20",917.86
+17-1000,"Architects, Surveyors, and Cartographers",0.38,0.37,"$44,979.58","$8,839.16","$53,818.74",773.91
+17-2000,Engineers,2.63,2.56,"$415,955.69","$86,292.93","$502,248.61","5,644.34"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.54,0.52,"$51,942.50","$10,084.61","$62,027.11","1,062.32"
+19-1000,Life Scientists,0.23,0.22,"$29,278.69","$5,358.26","$34,636.95",451.21
+19-2000,Physical Scientists,0.20,0.19,"$28,448.75","$5,904.92","$34,353.67",400.30
+19-3000,Social Scientists and Related Workers,0.10,0.10,"$12,384.11","$2,215.89","$14,600.00",193.28
+19-4000,"Life, Physical, and Social Science Technicians",0.32,0.31,"$28,369.41","$6,272.52","$34,641.94",610.25
+19-5000,Occupational Health and Safety Specialists and Technicians,0.44,0.43,"$59,370.37","$13,257.16","$72,627.53",908.50
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",1.36,1.23,"$81,365.52","$15,348.68","$96,714.21","2,376.94"
+21-2000,Religious Workers,0.63,0.55,"$29,876.78","$4,366.05","$34,242.83","1,246.09"
+23-1000,"Lawyers, Judges, and Related Workers",0.76,0.73,"$200,009.86","$33,582.47","$233,592.33","1,619.98"
+23-2000,Legal Support Workers,0.49,0.47,"$42,143.66","$7,070.70","$49,214.36",875.65
+25-1000,Postsecondary Teachers,0.39,0.35,"$39,148.22","$8,761.03","$47,909.25",594.46
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.83,0.74,"$40,072.63","$8,023.36","$48,095.98","1,430.09"
+25-3000,Other Teachers and Instructors,0.53,0.47,"$21,809.21","$4,299.57","$26,108.78",678.26
+25-4000,"Librarians, Curators, and Archivists",0.04,0.04,"$2,672.79",$488.20,"$3,160.99",65.32
+25-9000,Other Educational Instruction and Library Occupations,0.42,0.38,"$18,535.27","$3,611.11","$22,146.39",593.96
+27-1000,Art and Design Workers,0.60,0.57,"$59,315.72","$10,000.65","$69,316.37","1,060.64"
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.53,0.47,"$57,593.47","$9,992.73","$67,586.20",730.73
+27-3000,Media and Communication Workers,0.61,0.57,"$71,960.29","$12,588.85","$84,549.14","1,108.37"
+27-4000,Media and Communication Equipment Workers,0.27,0.26,"$25,251.01","$4,358.72","$29,609.73",468.69
+29-1000,Healthcare Diagnosing or Treating Practitioners,4.52,4.19,"$629,122.89","$123,649.38","$752,772.28","8,283.06"
+29-2000,Health Technologists and Technicians,2.25,2.07,"$145,352.36","$28,602.44","$173,954.80","4,008.41"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.10,0.09,"$8,030.98","$1,504.70","$9,535.68",179.58
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",4.28,3.84,"$139,981.17","$27,169.33","$167,150.50","6,663.09"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.15,0.14,"$7,482.92","$1,486.25","$8,969.17",225.78
+31-9000,Other Healthcare Support Occupations,1.37,1.25,"$62,978.41","$11,975.41","$74,953.83","2,240.04"
+33-1000,Supervisors of Protective Service Workers,0.09,0.08,"$8,049.32","$1,514.56","$9,563.88",186.99
+33-2000,Firefighting and Prevention Workers,0.03,0.03,"$1,546.17",$283.41,"$1,829.59",70.53
+33-3000,Law Enforcement Workers,0.02,0.02,"$1,598.01",$434.89,"$2,032.90",40.64
+33-9000,Other Protective Service Workers,1.71,1.57,"$88,751.27","$16,158.47","$104,909.74","2,864.90"
+35-1000,Supervisors of Food Preparation and Serving Workers,1.24,1.00,"$66,396.77","$9,583.76","$75,980.53","2,077.27"
+35-2000,Cooks and Food Preparation Workers,3.09,2.50,"$99,775.53","$14,721.49","$114,497.02","4,178.86"
+35-3000,Food and Beverage Serving Workers,6.45,5.19,"$175,243.58","$24,855.25","$200,098.83","7,086.38"
+35-9000,Other Food Preparation and Serving Related Workers,1.40,1.13,"$34,884.25","$4,951.09","$39,835.34","1,385.45"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.31,0.28,"$18,238.62","$3,155.82","$21,394.44",611.91
+37-2000,Building Cleaning and Pest Control Workers,3.61,3.29,"$145,843.79","$25,920.88","$171,764.67","5,675.58"
+37-3000,Grounds Maintenance Workers,1.04,0.94,"$48,094.89","$8,389.71","$56,484.60","1,770.68"
+39-1000,Supervisors of Personal Care and Service Workers,0.17,0.15,"$10,665.18","$2,092.33","$12,757.51",296.96
+39-2000,Animal Care and Service Workers,0.22,0.19,"$7,397.01","$1,129.03","$8,526.04",296.97
+39-3000,Entertainment Attendants and Related Workers,0.52,0.45,"$16,511.76","$3,358.51","$19,870.27",567.01
+39-4000,Funeral Service Workers,0.04,0.03,"$1,631.47",$234.01,"$1,865.48",55.70
+39-5000,Personal Appearance Workers,0.42,0.36,"$14,247.16","$2,115.74","$16,362.90",567.73
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.06,0.05,"$2,628.32",$451.18,"$3,079.49",89.86
+39-7000,Tour and Travel Guides,0.18,0.17,"$9,257.44","$1,667.98","$10,925.42",197.49
+39-9000,Other Personal Care and Service Workers,1.02,0.88,"$28,169.53","$4,944.97","$33,114.50","1,187.96"
+41-1000,Supervisors of Sales Workers,1.27,1.15,"$101,013.88","$19,677.13","$120,691.01","2,506.71"
+41-2000,Retail Sales Workers,6.77,5.96,"$237,392.86","$48,948.47","$286,341.33","9,238.29"
+41-3000,"Sales Representatives, Services",2.62,2.51,"$334,295.25","$55,095.89","$389,391.14","5,253.72"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",2.45,2.36,"$291,827.67","$48,550.85","$340,378.53","5,142.54"
+41-9000,Other Sales and Related Workers,0.55,0.51,"$44,109.97","$7,257.17","$51,367.14",931.03
+43-1000,Supervisors of Office and Administrative Support Workers,1.64,1.55,"$161,807.88","$30,300.64","$192,108.52","3,198.27"
+43-2000,Communications Equipment Operators,0.04,0.03,"$1,863.70",$338.77,"$2,202.48",62.21
+43-3000,Financial Clerks,3.17,3.01,"$218,013.27","$39,254.17","$257,267.44","5,629.01"
+43-4000,Information and Record Clerks,5.34,5.02,"$317,934.31","$56,710.67","$374,644.98","8,944.32"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",2.70,2.48,"$188,343.28","$52,266.66","$240,609.95","5,182.33"
+43-6000,Secretaries and Administrative Assistants,3.07,2.87,"$206,995.80","$37,068.70","$244,064.50","5,410.31"
+43-9000,Other Office and Administrative Support Workers,3.29,3.10,"$178,742.92","$32,708.76","$211,451.68","5,390.27"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.06,"$4,469.36","$1,081.01","$5,550.37",134.54
+45-2000,Agricultural Workers,0.66,0.58,"$28,790.69","$6,355.62","$35,146.31","1,121.89"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$124.90,$39.79,$164.69,3.67
+45-4000,"Forest, Conservation, and Logging Workers",0.11,0.09,"$6,776.46","$2,121.95","$8,898.40",224.46
+47-1000,Supervisors of Construction and Extraction Workers,4.04,3.96,"$670,925.98","$152,942.17","$823,868.16","8,925.41"
+47-2000,Construction Trades Workers,9.49,9.28,"$1,008,032.23","$227,004.13","$1,235,036.36","19,593.13"
+47-3000,"Helpers, Construction Trades",0.05,0.05,"$2,281.54",$412.86,"$2,694.40",76.46
+47-4000,Other Construction and Related Workers,0.36,0.35,"$32,728.55","$7,625.29","$40,353.84",752.18
+47-5000,Extraction Workers,13.58,13.36,"$1,489,322.87","$345,188.44","$1,834,511.31","31,974.86"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.87,1.80,"$298,825.04","$67,487.57","$366,312.61","4,198.43"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.53,0.50,"$51,455.29","$10,836.61","$62,291.90","1,113.58"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.50,4.25,"$435,197.48","$92,458.44","$527,655.92","9,437.95"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",6.76,6.51,"$664,758.28","$146,660.69","$811,418.97","13,998.91"
+51-1000,Supervisors of Production Workers,0.90,0.87,"$110,686.76","$25,533.43","$136,220.19","1,998.62"
+51-2000,Assemblers and Fabricators,1.32,1.28,"$78,306.72","$15,966.17","$94,272.89","2,539.97"
+51-3000,Food Processing Workers,0.62,0.57,"$29,492.57","$6,262.70","$35,755.27","1,111.81"
+51-4000,Metal Workers and Plastic Workers,2.15,2.10,"$179,394.72","$39,328.21","$218,722.93","4,458.60"
+51-5100,Printing Workers,0.20,0.20,"$11,502.29","$2,259.78","$13,762.07",378.39
+51-6000,"Textile, Apparel, and Furnishings Workers",0.43,0.39,"$19,792.18","$3,567.12","$23,359.30",735.46
+51-7000,Woodworkers,0.12,0.12,"$6,791.93","$1,386.24","$8,178.16",235.76
+51-8000,Plant and System Operators,0.55,0.53,"$64,075.35","$18,088.09","$82,163.43","1,177.44"
+51-9000,Other Production Occupations,3.68,3.57,"$282,925.91","$63,785.47","$346,711.38","7,296.64"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.96,0.91,"$106,365.64","$22,818.92","$129,184.55","2,040.76"
+53-2000,Air Transportation Workers,0.27,0.26,"$51,058.29","$12,490.76","$63,549.05",499.78
+53-3000,Motor Vehicle Operators,5.96,5.62,"$437,208.00","$95,633.62","$532,841.62","11,946.83"
+53-4000,Rail Transportation Workers,0.95,0.90,"$83,866.99","$25,477.88","$109,344.86","2,279.73"
+53-5000,Water Transportation Workers,0.33,0.30,"$31,514.70","$6,174.60","$37,689.30",758.21
+53-6000,Other Transportation Workers,0.36,0.32,"$17,068.40","$3,470.60","$20,539.01",561.98
+53-7000,Material Moving Workers,9.95,9.41,"$630,806.83","$129,026.64","$759,833.46","17,327.41"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/tax_results.csv
new file mode 100644
index 0000000..e219528
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$590,014.15","$602,678.99","$398,574.61","$1,692,754.42","$2,416,924.38","$5,700,946.54"
+2 - Indirect,"$272,502.60","$271,696.20","$181,383.78","$866,902.33","$2,338,705.32","$3,931,190.22"
+3 - Induced,"$234,308.22","$233,766.50","$155,885.25","$742,977.50","$1,912,580.34","$3,279,517.81"
+,"$1,096,824.97","$1,108,141.69","$735,843.64","$3,302,634.24","$6,668,210.03","$12,911,654.58"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..ce0639c
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42"
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20"
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36"
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53"
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87"
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57"
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48"
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45"
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68"
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31"
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45"
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20"
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55"
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01"
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..d5fb6c3
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.59,"$7,685,078.30","$27,849,675.92","$47,000,000.00"
+2 - Indirect,90.71,"$9,659,894.23","$16,761,980.65","$31,570,819.29"
+3 - Induced,106.23,"$7,652,331.51","$14,376,752.48","$24,378,219.48"
+,250.53,"$24,997,304.04","$58,988,409.05","$102,949,038.76"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..f0d083d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42",0.12%
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20",0.02%
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36",0.00%
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53",0.00%
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87",0.00%
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57",0.00%
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48",0.00%
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45",0.00%
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68",0.00%
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31",0.00%
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45",0.00%
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20",0.00%
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55",0.00%
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01",0.00%
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73",0.00%
+16,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$1,295,329.55",0.00%
+17,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$40,758.68",0.00%
+18,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$18,399.42",0.00%
+19,186,Tire manufacturing,"$25,656,100,926.70","$106,440.90",0.00%
+20,451,Management of companies and enterprises,"$819,034,418,120.62","$3,212,341.72",0.00%
+21,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$49,391.14",0.00%
+22,16,Commercial logging,"$9,708,016,677.17","$36,426.77",0.00%
+23,188,Other rubber product manufacturing,"$18,947,852,104.12","$60,199.55",0.00%
+24,424,Other financial investment activities,"$568,453,393,226.55","$1,719,889.09",0.00%
+25,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$148,585.58",0.00%
+26,109,Knit fabric mills,"$1,209,761,149.04","$3,619.11",0.00%
+27,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$649,706.02",0.00%
+28,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$3,285.37",0.00%
+29,509,Federal electric utilities,"$15,278,393,331.48","$39,913.15",0.00%
+30,515,Local government electric utilities,"$63,242,600,402.80","$164,356.10",0.00%
+31,512,State government electric utilities,"$2,138,213,300.81","$5,547.27",0.00%
+32,39,Electric power generation - Geothermal,"$1,089,212,605.47","$2,802.54",0.00%
+33,36,Electric power generation - Nuclear,"$48,600,191,094.94","$125,048.15",0.00%
+34,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$28,689.69",0.00%
+35,37,Electric power generation - Solar,"$15,183,687,778.59","$39,067.59",0.00%
+36,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$411,778.42",0.00%
+37,38,Electric power generation - Wind,"$31,436,960,621.21","$80,887.21",0.00%
+38,40,Electric power generation - Biomass,"$3,248,354,871.06","$8,358.01",0.00%
+39,41,Electric power generation - All other,"$598,610,063.76","$1,540.22",0.00%
+40,42,Electric power transmission and distribution,"$454,802,637,163.46","$1,168,129.94",0.00%
+41,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$993,088.74",0.00%
+42,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$11,562.58",0.00%
+43,152,Industrial gas manufacturing,"$43,958,605,364.15","$100,626.30",0.00%
+44,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$17,519.90",0.00%
+45,146,Petroleum refineries,"$685,338,713,966.20","$1,547,595.79",0.00%
+46,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$12,508.02",0.00%
+47,175,Custom compounding of purchased resins,"$12,008,896,270.80","$24,560.93",0.00%
+48,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$20,847.37",0.00%
+49,401,Pipeline transportation,"$77,957,430,742.25","$152,400.34",0.00%
+50,200,Lime manufacturing,"$3,411,426,132.51","$6,442.51",0.00%
+51,241,Metal heat treating,"$6,751,197,386.48","$12,653.00",0.00%
+52,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$43,878.58",0.00%
+53,210,Steel wire drawing,"$6,965,034,108.99","$12,829.84",0.00%
+54,254,Construction machinery manufacturing,"$64,676,876,659.63","$112,777.41",0.00%
+55,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$582,451.90",0.00%
+56,458,Services to buildings,"$184,887,389,840.19","$315,184.67",0.00%
+57,398,Water transportation,"$76,976,695,291.27","$126,317.46",0.00%
+58,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$151,186.19",0.00%
+59,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$165,724.30",0.00%
+60,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$49,628.30",0.00%
+61,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$13,954.40",0.00%
+62,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$66,731.93",0.00%
+63,456,Travel arrangement and reservation services,"$92,038,956,694.17","$144,504.46",0.00%
+64,455,Business support services,"$98,531,422,147.59","$154,291.04",0.00%
+65,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$393,150.55",0.00%
+66,237,Hardware manufacturing,"$11,360,442,824.27","$17,369.75",0.00%
+67,25,Other metal ore mining,"$4,177,930,861.03","$6,341.53",0.00%
+68,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$656,055.89",0.00%
+69,20,Oil and gas extraction,"$440,054,943,164.76","$637,771.61",0.00%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$49,368.10",0.00%
+71,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$531,604.00",0.00%
+72,151,Petrochemical manufacturing,"$213,898,809,710.92","$305,567.29",0.00%
+73,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$79,907.18",0.00%
+74,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$223,434.38",0.00%
+75,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$1,466,444.23",0.00%
+76,239,Machine shops,"$58,418,188,845.25","$81,189.33",0.00%
+77,403,Couriers and messengers,"$147,389,575,412.04","$204,748.19",0.00%
+78,399,Truck transportation,"$517,459,714,328.88","$718,710.23",0.00%
+79,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$666,359.76",0.00%
+80,459,Landscape and horticultural services,"$165,786,078,305.71","$218,947.99",0.00%
+81,437,Legal services,"$482,145,097,198.44","$633,193.56",0.00%
+82,224,Nonferrous forging,"$5,015,019,698.50","$6,483.02",0.00%
+83,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$39,470.37",0.00%
+84,508,Postal service,"$82,216,438,935.22","$105,859.38",0.00%
+85,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$287,267.21",0.00%
+86,510,Other federal government enterprises,"$6,854,090,185.53","$8,743.61",0.00%
+87,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$743,297.20",0.00%
+88,404,Warehousing and storage,"$196,283,203,045.69","$248,823.19",0.00%
+89,43,Natural gas distribution,"$112,805,479,068.56","$140,978.54",0.00%
+90,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$106,192.22",0.00%
+91,125,Wood preservation,"$12,385,421,188.04","$15,194.63",0.00%
+92,445,Environmental and other technical consulting services,"$89,248,872,652.10","$108,712.48",0.00%
+93,219,Ferrous metal foundries,"$23,423,417,307.88","$28,409.48",0.00%
+94,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$121,999.35",0.00%
+95,505,Business and professional associations,"$73,615,227,688.04","$88,077.49",0.00%
+96,223,Iron and steel forging,"$12,167,051,489.94","$14,538.85",0.00%
+97,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$69,175.62",0.00%
+98,460,Other support services,"$93,493,521,065.46","$110,625.76",0.00%
+99,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$173,088.66",0.00%
+100,221,Custom roll forming,"$3,403,758,221.65","$3,930.62",0.00%
+101,195,Cement manufacturing,"$16,124,794,202.42","$18,618.09",0.00%
+102,185,Other plastics product manufacturing,"$119,757,914,903.54","$137,069.52",0.00%
+103,452,Office administrative services,"$100,789,973,631.90","$115,125.44",0.00%
+104,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$93,376.50",0.00%
+105,124,Sawmills,"$42,023,969,480.44","$47,102.87",0.00%
+106,116,Other textile product mills,"$5,849,355,190.48","$6,527.80",0.00%
+107,229,Plate work manufacturing,"$15,417,788,320.32","$17,189.31",0.00%
+108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$6,184.64",0.00%
+109,145,Support activities for printing,"$3,010,426,339.58","$3,348.50",0.00%
+110,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$145,245.56",0.00%
+111,137,Paper mills,"$44,700,830,052.02","$49,267.61",0.00%
+112,139,Paperboard container manufacturing,"$102,476,045,826.39","$112,943.27",0.00%
+113,27,Sand and gravel mining,"$15,322,656,295.20","$16,767.54",0.00%
+114,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$6,644.19",0.00%
+115,10,All other crop farming,"$22,224,392,154.07","$24,099.34",0.00%
+116,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$29,549.65",0.00%
+117,447,"Advertising, public relations, and related services","$221,366,844,538.02","$239,335.07",0.00%
+118,439,"Architectural, engineering, and related services","$491,156,469,463.54","$524,767.18",0.00%
+119,24,Gold ore and silver ore mining,"$14,012,282,637.55","$14,946.16",0.00%
+120,454,Employment services,"$472,021,118,180.87","$502,348.07",0.00%
+121,440,Specialized design services,"$61,729,364,047.76","$65,652.53",0.00%
+122,226,Handtool manufacturing,"$9,269,806,810.85","$9,858.43",0.00%
+123,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$25,339.82",0.00%
+124,457,Investigation and security services,"$87,760,959,501.87","$92,663.64",0.00%
+125,138,Paperboard mills,"$37,769,326,092.36","$39,695.84",0.00%
+126,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$425,158.48",0.00%
+127,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$106,612.56",0.00%
+128,238,Spring and wire product manufacturing,"$14,446,923,138.19","$14,723.30",0.00%
+129,478,Performing arts companies,"$40,958,746,144.37","$41,557.33",0.00%
+130,461,Waste management and remediation services,"$177,999,302,351.73","$180,088.81",0.00%
+131,448,Photographic services,"$18,611,681,469.69","$18,752.79",0.00%
+132,23,Iron ore mining,"$4,242,665,589.12","$4,262.72",0.00%
+133,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$8,004.06",0.00%
+134,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$429,857.66",0.00%
+135,413,Radio and television broadcasting,"$126,652,960,389.18","$125,264.91",0.00%
+136,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$50,977.80",0.00%
+137,481,"Independent artists, writers, and performers","$78,191,306,536.76","$76,554.08",0.00%
+138,173,Printing ink manufacturing,"$4,197,932,161.56","$4,095.23",0.00%
+139,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$294,916.30",0.00%
+140,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$51,449.14",0.00%
+141,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$16,301.64",0.00%
+142,444,Management consulting services,"$314,984,356,065.88","$302,954.18",0.00%
+143,144,Printing,"$93,711,787,715.49","$90,002.33",0.00%
+144,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$4,072.83",0.00%
+145,426,"Insurance carriers, except direct life","$763,623,938,208.92","$722,860.62",0.00%
+146,391,Retail - Gasoline stores,"$126,195,524,793.46","$118,925.53",0.00%
+147,406,Periodical publishers,"$28,726,880,599.05","$27,061.10",0.00%
+148,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$243,864.26",0.00%
+149,493,All other food and drinking places,"$276,447,241,992.94","$256,970.62",0.00%
+150,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$5,974.05",0.00%
+151,479,Commercial Sports Except Racing,"$62,631,985,438.99","$57,924.35",0.00%
+152,491,Full-service restaurants,"$600,936,370,418.40","$555,596.79",0.00%
+153,405,Newspaper publishers,"$23,494,267,330.25","$21,679.21",0.00%
+154,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$83,607.29",0.00%
+155,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$56,017.95",0.00%
+156,414,Cable and other subscription programming,"$129,841,466,724.49","$117,324.55",0.00%
+157,486,Other amusement and recreation industries,"$73,097,118,023.77","$65,908.47",0.00%
+158,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$278,358.29",0.00%
+159,490,Other accommodations,"$16,436,225,502.96","$14,772.52",0.00%
+160,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$83,778.28",0.00%
+161,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$14,491.23",0.00%
+162,311,Lighting fixture manufacturing,"$13,551,146,025.36","$12,063.67",0.00%
+163,220,Nonferrous metal foundries,"$14,956,699,164.90","$13,293.68",0.00%
+164,462,Elementary and secondary schools,"$74,365,925,030.62","$65,895.34",0.00%
+165,476,Child day care services,"$86,623,931,960.28","$76,493.91",0.00%
+166,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$66,287.28",0.00%
+167,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$114,550.17",0.00%
+168,507,Private households,"$27,265,934,911.83","$24,027.48",0.00%
+169,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$23,081.99",0.00%
+170,487,Fitness and recreational sports centers,"$40,757,208,080.88","$35,779.72",0.00%
+171,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$99,828.07",0.00%
+172,475,Individual and family services,"$197,385,106,011.81","$172,970.63",0.00%
+173,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$36,218.03",0.00%
+174,503,Religious organizations,"$160,924,588,099.97","$140,541.10",0.00%
+175,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$15,286.99",0.00%
+176,495,Car washes,"$35,373,724,638.09","$30,778.29",0.00%
+177,472,Hospitals,"$1,246,642,306,210.30","$1,083,887.63",0.00%
+178,480,Racing and Track Operation,"$2,466,251,193.93","$2,141.59",0.00%
+179,394,Retail - General merchandise stores,"$308,393,207,557.39","$266,742.30",0.00%
+180,431,Owner-occupied housing,"$2,353,458,000,000.00","$2,030,688.24",0.00%
+181,201,Gypsum product manufacturing,"$10,849,873,573.69","$9,343.90",0.00%
+182,488,Bowling centers,"$4,651,609,193.39","$4,001.86",0.00%
+183,464,Other educational services,"$150,226,479,511.36","$129,111.07",0.00%
+184,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$24,446.79",0.00%
+185,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$159,201.52",0.00%
+186,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$18,059.20",0.00%
+187,492,Limited-service restaurants,"$662,772,350,208.32","$566,953.08",0.00%
+188,396,Air transportation,"$328,394,890,891.02","$280,507.75",0.00%
+189,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$6,451.73",0.00%
+190,513,Other state government enterprises,"$26,495,170,772.45","$22,535.36",0.00%
+191,471,Other ambulatory health care services,"$53,046,213,789.29","$45,108.52",0.00%
+192,502,Other personal services,"$133,455,503,992.02","$113,444.42",0.00%
+193,389,Retail - Food and beverage stores,"$340,025,954,447.09","$288,875.51",0.00%
+194,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$194,284.96",0.00%
+195,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$82,985.03",0.00%
+196,516,Other local government enterprises,"$353,931,726,040.53","$299,411.54",0.00%
+197,390,Retail - Health and personal care stores,"$203,751,544,401.25","$172,129.55",0.00%
+198,499,Personal care services,"$99,129,280,065.60","$83,610.07",0.00%
+199,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$167,198.67",0.00%
+200,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$13,426.00",0.00%
+201,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$6,436.91",0.00%
+202,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$20,912.46",0.00%
+203,514,Local government passenger transit,"$14,082,847,680.82","$11,766.16",0.00%
+204,511,State government passenger transit,"$1,585,108,785.26","$1,324.35",0.00%
+205,425,Direct life insurance carriers,"$118,798,771,122.27","$99,134.26",0.00%
+206,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$18,426.17",0.00%
+207,466,Offices of dentists,"$187,241,521,354.72","$155,624.89",0.00%
+208,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$61,366.36",0.00%
+209,102,Wineries,"$27,858,635,866.29","$23,032.29",0.00%
+210,465,Offices of physicians,"$710,425,690,758.33","$586,645.61",0.00%
+211,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$32,625.65",0.00%
+212,467,Offices of other health practitioners,"$173,037,357,927.83","$142,667.09",0.00%
+213,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$7,453.97",0.00%
+214,506,Labor and civic organizations,"$81,538,720,493.49","$66,902.36",0.00%
+215,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$204,545.41",0.00%
+216,44,"Water, sewage and other systems","$20,702,504,339.27","$16,816.04",0.00%
+217,468,Outpatient care centers,"$254,994,924,915.48","$207,063.75",0.00%
+218,418,"Data processing, hosting, and related services","$490,713,862,620.46","$397,919.99",0.00%
+219,470,Home health care services,"$148,884,219,821.65","$120,622.23",0.00%
+220,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$4,140.01",0.00%
+221,65,Fats and oils refining and blending,"$27,186,577,576.39","$21,988.07",0.00%
+222,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$4,741.96",0.00%
+223,484,Amusement parks and arcades,"$27,154,350,236.67","$21,914.54",0.00%
+224,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$27,812.49",0.00%
+225,58,Dog and cat food manufacturing,"$42,027,131,811.09","$33,621.61",0.00%
+226,400,Transit and ground passenger transportation,"$169,895,344,811.88","$135,412.55",0.00%
+227,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$81,193.78",0.00%
+228,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$29,354.60",0.00%
+229,108,Nonwoven fabric mills,"$8,073,560,162.60","$6,371.97",0.00%
+230,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$42,956.35",0.00%
+231,184,Plastics bottle manufacturing,"$20,649,244,775.09","$16,289.17",0.00%
+232,63,Wet corn milling,"$38,891,507,770.56","$30,673.33",0.00%
+233,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$7,707.04",0.00%
+234,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$81,361.26",0.00%
+235,110,Textile and fabric finishing mills,"$5,488,614,083.97","$4,287.69",0.00%
+236,93,Other snack food manufacturing,"$38,904,968,131.82","$30,390.55",0.00%
+237,101,Breweries,"$37,340,990,790.38","$29,052.93",0.00%
+238,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$22,599.20",0.00%
+239,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$4,044.33",0.00%
+240,103,Distilleries,"$24,706,251,736.01","$19,163.62",0.00%
+241,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$10,345.46",0.00%
+242,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$62,726.57",0.00%
+243,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$6,259.82",0.00%
+244,410,Software publishers,"$481,752,923,538.80","$371,374.84",0.00%
+245,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$7,167.25",0.00%
+246,193,Glass container manufacturing,"$6,929,253,311.43","$5,329.80",0.00%
+247,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$215,565.97",0.00%
+248,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$3,585.77",0.00%
+249,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$66,434.23",0.00%
+250,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$33,881.14",0.00%
+251,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$201,842.50",0.00%
+252,91,Tortilla manufacturing,"$6,637,815,191.50","$5,016.57",0.00%
+253,73,Frozen specialties manufacturing,"$29,906,861,739.21","$22,448.11",0.00%
+254,100,Manufactured ice,"$1,531,542,683.93","$1,149.19",0.00%
+255,106,Broadwoven fabric mills,"$6,004,476,568.14","$4,501.52",0.00%
+256,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$16,896.42",0.00%
+257,449,Veterinary services,"$71,596,357,121.77","$53,620.45",0.00%
+258,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$14,938.46",0.00%
+259,67,Beet sugar manufacturing,"$4,964,816,518.93","$3,705.81",0.00%
+260,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$10,140.25",0.00%
+261,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$57,227.98",0.00%
+262,443,"Other computer related services, including facilities management","$72,014,303,860.80","$53,494.15",0.00%
+263,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$9,897.42",0.00%
+264,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$10,525.28",0.00%
+265,64,Soybean and other oilseed processing,"$76,308,728,857.11","$56,331.30",0.00%
+266,3,Vegetable and melon farming,"$30,885,272,746.48","$22,794.91",0.00%
+267,363,Dental laboratories,"$6,071,164,155.13","$4,476.09",0.00%
+268,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$10,804.95",0.00%
+269,60,Flour milling,"$24,410,235,377.89","$17,967.79",0.00%
+270,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$206,794.76",0.00%
+271,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$251,878.57",0.00%
+272,429,Other real estate,"$2,063,772,881,991.79","$1,515,640.79",0.00%
+273,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$5,355.89",0.00%
+274,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$150,030.25",0.00%
+275,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$3,842.90",0.00%
+276,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$9,828.57",0.00%
+277,62,Malt manufacturing,"$1,609,185,168.11","$1,172.46",0.00%
+278,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$12,151.41",0.00%
+279,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$12,224.67",0.00%
+280,409,Greeting card publishing,"$620,260,994.43",$449.16,0.00%
+281,59,Other animal food manufacturing,"$65,579,824,303.67","$47,191.33",0.00%
+282,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$1,263.77",0.00%
+283,68,Sugar cane mills and refining,"$9,295,080,877.39","$6,662.93",0.00%
+284,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$4,974.18",0.00%
+285,83,Poultry processing,"$105,186,301,944.41","$75,167.18",0.00%
+286,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$39,845.25",0.00%
+287,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$4,601.00",0.00%
+288,434,Video tape and disc rental,"$2,056,888,651.68","$1,464.46",0.00%
+289,412,Sound recording industries,"$31,525,668,537.03","$22,443.37",0.00%
+290,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$5,900.88",0.00%
+291,328,Motor home manufacturing,"$8,213,805,405.62","$5,806.76",0.00%
+292,98,All other food manufacturing,"$57,495,650,042.31","$40,306.45",0.00%
+293,18,Commercial hunting and trapping,"$1,457,086,312.35","$1,018.57",0.00%
+294,77,Cheese manufacturing,"$78,758,678,813.71","$55,012.66",0.00%
+295,235,Metal cans manufacturing,"$27,208,678,262.97","$18,996.01",0.00%
+296,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$16,368.06",0.00%
+297,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$9,700.97",0.00%
+298,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$5,053.03",0.00%
+299,500,Death care services,"$21,907,750,073.48","$15,247.55",0.00%
+300,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$2,778.07",0.00%
+301,113,Curtain and linen mills,"$2,979,017,369.60","$2,069.53",0.00%
+302,143,All other converted paper product manufacturing,"$7,484,025,289.68","$5,188.79",0.00%
+303,97,Spice and extract manufacturing,"$19,373,537,300.45","$13,383.91",0.00%
+304,172,Toilet preparation manufacturing,"$45,913,297,452.17","$31,711.23",0.00%
+305,114,Textile bag and canvas mills,"$5,249,055,341.28","$3,624.02",0.00%
+306,13,Poultry and egg production,"$78,014,200,034.51","$53,832.43",0.00%
+307,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$173,415.15",0.00%
+308,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$6,350.31",0.00%
+309,131,"Other millwork, including flooring","$11,872,958,758.31","$8,123.93",0.00%
+310,117,Apparel knitting mills,"$1,078,135,943.04",$736.78,0.00%
+311,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$3,105.85",0.00%
+312,171,Surface active agent manufacturing,"$7,929,977,473.13","$5,413.28",0.00%
+313,12,Dairy cattle and milk production,"$55,960,191,839.82","$38,140.98",0.00%
+314,129,Wood windows and door manufacturing,"$22,029,620,673.99","$15,008.71",0.00%
+315,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$20,725.69",0.00%
+316,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$4,786.84",0.00%
+317,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$8,873.03",0.00%
+318,118,Cut and sew apparel contractors,"$2,653,123,700.63","$1,788.26",0.00%
+319,415,Wired telecommunications carriers,"$312,303,330,075.70","$210,197.57",0.00%
+320,292,Other communications equipment manufacturing,"$8,476,374,888.63","$5,704.98",0.00%
+321,4,Fruit farming,"$27,048,229,916.23","$18,150.17",0.00%
+322,344,Boat building,"$16,575,494,394.55","$11,030.65",0.00%
+323,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$10,065.38",0.00%
+324,79,Fluid milk manufacturing,"$58,670,165,867.62","$38,879.39",0.00%
+325,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$5,739.61",0.00%
+326,473,Nursing and community care facilities,"$259,557,368,469.24","$171,235.07",0.00%
+327,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$26,439.50",0.00%
+328,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,385.24",0.00%
+329,87,Seafood product preparation and packaging,"$18,709,695,060.42","$12,272.93",0.00%
+330,407,Book publishers,"$38,981,960,284.47","$25,535.09",0.00%
+331,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$4,997.02",0.00%
+332,75,Canned specialties,"$12,228,701,977.18","$7,959.03",0.00%
+333,122,Footwear manufacturing,"$3,007,443,476.76","$1,952.27",0.00%
+334,80,Creamery butter manufacturing,"$9,920,387,946.25","$6,419.68",0.00%
+335,167,Paint and coating manufacturing,"$40,256,103,819.80","$26,028.18",0.00%
+336,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$9,482.84",0.00%
+337,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$1,657.57",0.00%
+338,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$1,660.28",0.00%
+339,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$24,264.69",0.00%
+340,85,Meat processed from carcasses,"$97,119,832,558.67","$61,221.99",0.00%
+341,168,Adhesive manufacturing,"$19,417,045,098.31","$12,218.30",0.00%
+342,104,Tobacco manufacturing,"$54,449,721,766.50","$34,105.08",0.00%
+343,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$6,720.32",0.00%
+344,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$19,153.66",0.00%
+345,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$4,538.45",0.00%
+346,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$4,706.52",0.00%
+347,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$3,695.56",0.00%
+348,430,Tenant-occupied housing,"$685,796,968,030.48","$425,043.31",0.00%
+349,2,Grain farming,"$92,515,635,807.06","$57,323.18",0.00%
+350,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$15,793.70",0.00%
+351,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$76,547.29",0.00%
+352,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$2,611.06",0.00%
+353,357,Mattress manufacturing,"$9,419,270,908.18","$5,710.31",0.00%
+354,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$30,545.29",0.00%
+355,230,Metal window and door manufacturing,"$25,916,655,606.62","$15,626.92",0.00%
+356,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$11,344.56",0.00%
+357,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$74,563.53",0.00%
+358,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$21,962.00",0.00%
+359,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$6,708.83",0.00%
+360,411,Motion picture and video industries,"$175,387,116,345.71","$101,385.92",0.00%
+361,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$1,611.25",0.00%
+362,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$4,261.57",0.00%
+363,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$17,824.23",0.00%
+364,198,Concrete pipe manufacturing,"$4,124,714,176.94","$2,362.87",0.00%
+365,299,Other electronic component manufacturing,"$20,043,941,097.34","$11,466.77",0.00%
+366,94,Coffee and tea manufacturing,"$20,863,690,975.72","$11,924.86",0.00%
+367,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$10,199.44",0.00%
+368,61,Rice milling,"$4,898,466,736.87","$2,787.40",0.00%
+369,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$5,370.11",0.00%
+370,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$4,741.81",0.00%
+371,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$1,813.92",0.00%
+372,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$13,690.55",0.00%
+373,111,Fabric coating mills,"$2,941,340,275.34","$1,599.65",0.00%
+374,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$3,675.65",0.00%
+375,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59",$630.31,0.00%
+376,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$14,312.23",0.00%
+377,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$14,183.46",0.00%
+378,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$6,107.34",0.00%
+379,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$3,732.13",0.00%
+380,32,Metal mining services,"$2,048,448,774.82","$1,046.07",0.00%
+381,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$1,180.14",0.00%
+382,453,Facilities support services,"$38,362,646,138.12","$19,401.60",0.00%
+383,199,Other concrete product manufacturing,"$20,872,805,363.99","$10,471.85",0.00%
+384,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$15,740.61",0.00%
+385,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$3,164.16",0.00%
+386,17,Commercial fishing,"$6,396,190,709.37","$3,182.84",0.00%
+387,141,Stationery product manufacturing,"$6,277,104,685.19","$3,117.10",0.00%
+388,318,Battery manufacturing,"$39,581,382,532.18","$19,422.31",0.00%
+389,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$7,413.98",0.00%
+390,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$7,318.09",0.00%
+391,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$10,128.38",0.00%
+392,1,Oilseed farming,"$49,937,187,262.22","$23,493.09",0.00%
+393,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$5,365.54",0.00%
+394,321,Wiring device manufacturing,"$23,088,452,099.69","$10,724.23",0.00%
+395,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$6,173.70",0.00%
+396,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$7,294.61",0.00%
+397,373,Burial casket manufacturing,"$823,043,789.50",$373.78,0.00%
+398,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$3,587.87",0.00%
+399,231,Sheet metal work manufacturing,"$38,948,717,887.18","$17,487.64",0.00%
+400,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$8,517.68",0.00%
+401,121,Leather and hide tanning and finishing,"$1,222,349,401.99",$540.48,0.00%
+402,358,Blind and shade manufacturing,"$2,260,551,655.48",$987.01,0.00%
+403,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$6,918.76",0.00%
+404,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,461.53",0.00%
+405,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$7,271.49",0.00%
+406,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$6,830.24",0.00%
+407,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$15,727.72",0.00%
+408,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$5,223.24",0.00%
+409,273,Other engine equipment manufacturing,"$48,785,187,978.27","$19,783.10",0.00%
+410,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87",$566.53,0.00%
+411,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,140.25",0.00%
+412,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$1,579.22",0.00%
+413,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$1,465.74",0.00%
+414,441,Custom computer programming services,"$369,576,048,122.11","$139,003.74",0.00%
+415,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$5,389.19",0.00%
+416,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,900.15",0.00%
+417,442,Computer systems design services,"$372,342,526,925.07","$137,570.82",0.00%
+418,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$2,955.61",0.00%
+419,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$3,751.44",0.00%
+420,298,Electronic connector manufacturing,"$10,285,711,165.08","$3,650.80",0.00%
+421,5,Tree nut farming,"$10,840,952,356.98","$3,845.63",0.00%
+422,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$1,291.19",0.00%
+423,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$2,333.83",0.00%
+424,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$4,957.57",0.00%
+425,136,Pulp mills,"$4,388,558,617.42","$1,373.09",0.00%
+426,313,Major household appliance manufacturing,"$31,013,443,561.11","$9,653.47",0.00%
+427,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$3,377.19",0.00%
+428,191,Flat glass manufacturing,"$5,646,246,245.84","$1,661.84",0.00%
+429,370,Musical instrument manufacturing,"$2,442,378,807.18",$681.93,0.00%
+430,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05",$986.56,0.00%
+431,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$3,845.44",0.00%
+432,205,Mineral wool manufacturing,"$10,606,371,397.91","$2,675.47",0.00%
+433,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48",$959.33,0.00%
+434,112,Carpet and rug mills,"$11,693,395,459.88","$2,945.43",0.00%
+435,8,Cotton farming,"$5,875,423,327.42","$1,475.85",0.00%
+436,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$11,023.49",0.00%
+437,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$13,015.59",0.00%
+438,265,Industrial mold manufacturing,"$7,530,247,856.23","$1,836.78",0.00%
+439,368,Sign manufacturing,"$16,164,025,409.21","$3,910.66",0.00%
+440,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$3,696.98",0.00%
+441,446,Scientific research and development services,"$1,205,188,770,353.59","$273,705.30",0.00%
+442,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$4,133.60",0.00%
+443,31,Support activities for oil and gas operations,"$91,409,573,478.95","$18,215.19",0.00%
+444,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$7,256.55",0.00%
+445,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$3,159.72",0.00%
+446,33,Other nonmetallic minerals services,"$3,066,411,048.87",$580.59,0.00%
+447,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$1,985.56",0.00%
+448,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,708.07",0.00%
+449,334,Motor vehicle metal stamping,"$37,315,706,996.08","$6,797.51",0.00%
+450,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$2,052.15",0.00%
+451,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74",$939.43,0.00%
+452,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$2,662.81",0.00%
+453,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,211.51",0.00%
+454,7,Tobacco farming,"$938,019,405.97",$137.17,0.00%
+455,280,Power-driven handtool manufacturing,"$5,652,316,770.11",$826.44,0.00%
+456,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$2,804.31",0.00%
+457,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$1,708.67",0.00%
+458,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$7,471.41",0.00%
+459,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$59,873.13",0.00%
+460,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$2,817.79",0.00%
+461,288,Computer storage device manufacturing,"$9,130,764,626.37","$1,018.50",0.00%
+462,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,811.62",0.00%
+463,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$1,033.99",0.00%
+464,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$2,408.82",0.00%
+465,287,Electronic computer manufacturing,"$59,399,365,371.42","$6,142.99",0.00%
+466,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60",$620.41,0.00%
+467,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$1,048.66",0.00%
+468,343,Ship building and repairing,"$36,749,502,389.40","$3,341.72",0.00%
+469,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07",$480.66,0.00%
+470,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53",$552.04,0.00%
+471,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$1,476.97",0.00%
+472,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$2,398.83",0.00%
+473,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35",$406.35,0.00%
+474,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$2,997.70",0.00%
+475,282,Packaging machinery manufacturing,"$10,093,518,599.74",$637.01,0.00%
+476,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$2,034.21",0.00%
+477,268,Machine tool manufacturing,"$14,689,449,094.47",$873.09,0.00%
+478,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40",$506.01,0.00%
+479,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$1,608.65",0.00%
+480,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$1,296.70",0.00%
+481,258,Food product machinery manufacturing,"$8,325,550,800.97",$387.04,0.00%
+482,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$1,236.34",0.00%
+483,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$1,676.32",0.00%
+484,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85",$885.26,0.00%
+485,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66",$472.64,0.00%
+486,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$1,771.36",0.00%
+487,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28",$147.84,0.00%
+488,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26",$983.23,0.00%
+489,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20",$283.43,0.00%
+490,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43",$411.16,0.00%
+491,354,Custom architectural woodwork and millwork,"$6,542,805,074.05",$124.93,0.00%
+492,352,Institutional furniture manufacturing,"$6,520,456,951.78",$107.92,0.00%
+493,257,Semiconductor machinery manufacturing,"$20,914,542,877.68",$332.87,0.00%
+494,275,Air and gas compressor manufacturing,"$11,295,952,281.20",$171.97,0.00%
+495,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89",$216.77,0.00%
+496,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98",$897.50,0.00%
+497,327,Truck trailer manufacturing,"$18,669,883,339.14",$184.94,0.00%
+498,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20",$117.20,0.00%
+499,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95",$68.40,0.00%
+500,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42",$514.15,0.00%
+501,307,Irradiation apparatus manufacturing,"$11,336,061,543.92",$84.88,0.00%
+502,325,Heavy duty truck manufacturing,"$40,717,164,048.65",$283.11,0.00%
+503,353,Wood office furniture manufacturing,"$4,581,758,413.14",$30.28,0.00%
+504,337,Aircraft manufacturing,"$153,008,468,478.69",$720.57,0.00%
+505,30,Drilling oil and gas wells,"$11,827,333,275.53",$51.64,0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19",$51.85,0.00%
+507,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+509,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+510,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+511,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+512,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+513,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+514,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+515,51,Construction of other new nonresidential structures,"$160,786,345,780.64",$0.00,0.00%
+516,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+517,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+518,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+519,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+520,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+521,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+522,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+523,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+524,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+525,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+526,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+527,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+528,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/occupation_impacts_table.csv
new file mode 100644
index 0000000..eac7ac0
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,5.02,4.71,"$1,068,712.53","$196,790.01","$1,265,502.55","11,086.96"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",1.47,1.40,"$357,709.01","$60,558.04","$418,267.05","3,107.83"
+11-3000,Operations Specialties Managers,4.07,3.94,"$993,390.73","$183,016.95","$1,176,407.68","8,661.86"
+11-9000,Other Management Occupations,3.26,3.06,"$561,255.22","$107,103.68","$668,358.90","6,763.45"
+13-1000,Business Operations Specialists,8.12,7.74,"$1,013,759.37","$180,179.70","$1,193,939.08","15,944.01"
+13-2000,Financial Specialists,4.46,4.31,"$736,847.76","$122,495.63","$859,343.39","8,903.42"
+15-1200,Computer Occupations,4.50,4.32,"$765,449.91","$125,288.39","$890,738.29","8,915.85"
+15-2000,Mathematical Science Occupations,0.47,0.45,"$80,386.03","$13,480.17","$93,866.20",917.86
+17-1000,"Architects, Surveyors, and Cartographers",0.38,0.37,"$44,979.58","$8,839.16","$53,818.74",773.91
+17-2000,Engineers,2.63,2.56,"$415,955.69","$86,292.93","$502,248.61","5,644.34"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.54,0.52,"$51,942.50","$10,084.61","$62,027.11","1,062.32"
+19-1000,Life Scientists,0.23,0.22,"$29,278.69","$5,358.26","$34,636.95",451.21
+19-2000,Physical Scientists,0.20,0.19,"$28,448.75","$5,904.92","$34,353.67",400.30
+19-3000,Social Scientists and Related Workers,0.10,0.10,"$12,384.11","$2,215.89","$14,600.00",193.28
+19-4000,"Life, Physical, and Social Science Technicians",0.32,0.31,"$28,369.41","$6,272.52","$34,641.94",610.25
+19-5000,Occupational Health and Safety Specialists and Technicians,0.44,0.43,"$59,370.37","$13,257.16","$72,627.53",908.50
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",1.36,1.23,"$81,365.52","$15,348.68","$96,714.21","2,376.94"
+21-2000,Religious Workers,0.63,0.55,"$29,876.78","$4,366.05","$34,242.83","1,246.09"
+23-1000,"Lawyers, Judges, and Related Workers",0.76,0.73,"$200,009.86","$33,582.47","$233,592.33","1,619.98"
+23-2000,Legal Support Workers,0.49,0.47,"$42,143.66","$7,070.70","$49,214.36",875.65
+25-1000,Postsecondary Teachers,0.39,0.35,"$39,148.22","$8,761.03","$47,909.25",594.46
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.83,0.74,"$40,072.63","$8,023.36","$48,095.98","1,430.09"
+25-3000,Other Teachers and Instructors,0.53,0.47,"$21,809.21","$4,299.57","$26,108.78",678.26
+25-4000,"Librarians, Curators, and Archivists",0.04,0.04,"$2,672.79",$488.20,"$3,160.99",65.32
+25-9000,Other Educational Instruction and Library Occupations,0.42,0.38,"$18,535.27","$3,611.11","$22,146.39",593.96
+27-1000,Art and Design Workers,0.60,0.57,"$59,315.72","$10,000.65","$69,316.37","1,060.64"
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.53,0.47,"$57,593.47","$9,992.73","$67,586.20",730.73
+27-3000,Media and Communication Workers,0.61,0.57,"$71,960.29","$12,588.85","$84,549.14","1,108.37"
+27-4000,Media and Communication Equipment Workers,0.27,0.26,"$25,251.01","$4,358.72","$29,609.73",468.69
+29-1000,Healthcare Diagnosing or Treating Practitioners,4.52,4.19,"$629,122.89","$123,649.38","$752,772.28","8,283.06"
+29-2000,Health Technologists and Technicians,2.25,2.07,"$145,352.36","$28,602.44","$173,954.80","4,008.41"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.10,0.09,"$8,030.98","$1,504.70","$9,535.68",179.58
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",4.28,3.84,"$139,981.17","$27,169.33","$167,150.50","6,663.09"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.15,0.14,"$7,482.92","$1,486.25","$8,969.17",225.78
+31-9000,Other Healthcare Support Occupations,1.37,1.25,"$62,978.41","$11,975.41","$74,953.83","2,240.04"
+33-1000,Supervisors of Protective Service Workers,0.09,0.08,"$8,049.32","$1,514.56","$9,563.88",186.99
+33-2000,Firefighting and Prevention Workers,0.03,0.03,"$1,546.17",$283.41,"$1,829.59",70.53
+33-3000,Law Enforcement Workers,0.02,0.02,"$1,598.01",$434.89,"$2,032.90",40.64
+33-9000,Other Protective Service Workers,1.71,1.57,"$88,751.27","$16,158.47","$104,909.74","2,864.90"
+35-1000,Supervisors of Food Preparation and Serving Workers,1.24,1.00,"$66,396.77","$9,583.76","$75,980.53","2,077.27"
+35-2000,Cooks and Food Preparation Workers,3.09,2.50,"$99,775.53","$14,721.49","$114,497.02","4,178.86"
+35-3000,Food and Beverage Serving Workers,6.45,5.19,"$175,243.58","$24,855.25","$200,098.83","7,086.38"
+35-9000,Other Food Preparation and Serving Related Workers,1.40,1.13,"$34,884.25","$4,951.09","$39,835.34","1,385.45"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.31,0.28,"$18,238.62","$3,155.82","$21,394.44",611.91
+37-2000,Building Cleaning and Pest Control Workers,3.61,3.29,"$145,843.79","$25,920.88","$171,764.67","5,675.58"
+37-3000,Grounds Maintenance Workers,1.04,0.94,"$48,094.89","$8,389.71","$56,484.60","1,770.68"
+39-1000,Supervisors of Personal Care and Service Workers,0.17,0.15,"$10,665.18","$2,092.33","$12,757.51",296.96
+39-2000,Animal Care and Service Workers,0.22,0.19,"$7,397.01","$1,129.03","$8,526.04",296.97
+39-3000,Entertainment Attendants and Related Workers,0.52,0.45,"$16,511.76","$3,358.51","$19,870.27",567.01
+39-4000,Funeral Service Workers,0.04,0.03,"$1,631.47",$234.01,"$1,865.48",55.70
+39-5000,Personal Appearance Workers,0.42,0.36,"$14,247.16","$2,115.74","$16,362.90",567.73
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.06,0.05,"$2,628.32",$451.18,"$3,079.49",89.86
+39-7000,Tour and Travel Guides,0.18,0.17,"$9,257.44","$1,667.98","$10,925.42",197.49
+39-9000,Other Personal Care and Service Workers,1.02,0.88,"$28,169.53","$4,944.97","$33,114.50","1,187.96"
+41-1000,Supervisors of Sales Workers,1.27,1.15,"$101,013.88","$19,677.13","$120,691.01","2,506.71"
+41-2000,Retail Sales Workers,6.77,5.96,"$237,392.86","$48,948.47","$286,341.33","9,238.29"
+41-3000,"Sales Representatives, Services",2.62,2.51,"$334,295.25","$55,095.89","$389,391.14","5,253.72"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",2.45,2.36,"$291,827.67","$48,550.85","$340,378.53","5,142.54"
+41-9000,Other Sales and Related Workers,0.55,0.51,"$44,109.97","$7,257.17","$51,367.14",931.03
+43-1000,Supervisors of Office and Administrative Support Workers,1.64,1.55,"$161,807.88","$30,300.64","$192,108.52","3,198.27"
+43-2000,Communications Equipment Operators,0.04,0.03,"$1,863.70",$338.77,"$2,202.48",62.21
+43-3000,Financial Clerks,3.17,3.01,"$218,013.27","$39,254.17","$257,267.44","5,629.01"
+43-4000,Information and Record Clerks,5.34,5.02,"$317,934.31","$56,710.67","$374,644.98","8,944.32"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",2.70,2.48,"$188,343.28","$52,266.66","$240,609.95","5,182.33"
+43-6000,Secretaries and Administrative Assistants,3.07,2.87,"$206,995.80","$37,068.70","$244,064.50","5,410.31"
+43-9000,Other Office and Administrative Support Workers,3.29,3.10,"$178,742.92","$32,708.76","$211,451.68","5,390.27"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.06,"$4,469.36","$1,081.01","$5,550.37",134.54
+45-2000,Agricultural Workers,0.66,0.58,"$28,790.69","$6,355.62","$35,146.31","1,121.89"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$124.90,$39.79,$164.69,3.67
+45-4000,"Forest, Conservation, and Logging Workers",0.11,0.09,"$6,776.46","$2,121.95","$8,898.40",224.46
+47-1000,Supervisors of Construction and Extraction Workers,4.04,3.96,"$670,925.98","$152,942.17","$823,868.16","8,925.41"
+47-2000,Construction Trades Workers,9.49,9.28,"$1,008,032.23","$227,004.13","$1,235,036.36","19,593.13"
+47-3000,"Helpers, Construction Trades",0.05,0.05,"$2,281.54",$412.86,"$2,694.40",76.46
+47-4000,Other Construction and Related Workers,0.36,0.35,"$32,728.55","$7,625.29","$40,353.84",752.18
+47-5000,Extraction Workers,13.58,13.36,"$1,489,322.87","$345,188.44","$1,834,511.31","31,974.86"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.87,1.80,"$298,825.04","$67,487.57","$366,312.61","4,198.43"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.53,0.50,"$51,455.29","$10,836.61","$62,291.90","1,113.58"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.50,4.25,"$435,197.48","$92,458.44","$527,655.92","9,437.95"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",6.76,6.51,"$664,758.28","$146,660.69","$811,418.97","13,998.91"
+51-1000,Supervisors of Production Workers,0.90,0.87,"$110,686.76","$25,533.43","$136,220.19","1,998.62"
+51-2000,Assemblers and Fabricators,1.32,1.28,"$78,306.72","$15,966.17","$94,272.89","2,539.97"
+51-3000,Food Processing Workers,0.62,0.57,"$29,492.57","$6,262.70","$35,755.27","1,111.81"
+51-4000,Metal Workers and Plastic Workers,2.15,2.10,"$179,394.72","$39,328.21","$218,722.93","4,458.60"
+51-5100,Printing Workers,0.20,0.20,"$11,502.29","$2,259.78","$13,762.07",378.39
+51-6000,"Textile, Apparel, and Furnishings Workers",0.43,0.39,"$19,792.18","$3,567.12","$23,359.30",735.46
+51-7000,Woodworkers,0.12,0.12,"$6,791.93","$1,386.24","$8,178.16",235.76
+51-8000,Plant and System Operators,0.55,0.53,"$64,075.35","$18,088.09","$82,163.43","1,177.44"
+51-9000,Other Production Occupations,3.68,3.57,"$282,925.91","$63,785.47","$346,711.38","7,296.64"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.96,0.91,"$106,365.64","$22,818.92","$129,184.55","2,040.76"
+53-2000,Air Transportation Workers,0.27,0.26,"$51,058.29","$12,490.76","$63,549.05",499.78
+53-3000,Motor Vehicle Operators,5.96,5.62,"$437,208.00","$95,633.62","$532,841.62","11,946.83"
+53-4000,Rail Transportation Workers,0.95,0.90,"$83,866.99","$25,477.88","$109,344.86","2,279.73"
+53-5000,Water Transportation Workers,0.33,0.30,"$31,514.70","$6,174.60","$37,689.30",758.21
+53-6000,Other Transportation Workers,0.36,0.32,"$17,068.40","$3,470.60","$20,539.01",561.98
+53-7000,Material Moving Workers,9.95,9.41,"$630,806.83","$129,026.64","$759,833.46","17,327.41"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/tax_results.csv
new file mode 100644
index 0000000..e219528
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$590,014.15","$602,678.99","$398,574.61","$1,692,754.42","$2,416,924.38","$5,700,946.54"
+2 - Indirect,"$272,502.60","$271,696.20","$181,383.78","$866,902.33","$2,338,705.32","$3,931,190.22"
+3 - Induced,"$234,308.22","$233,766.50","$155,885.25","$742,977.50","$1,912,580.34","$3,279,517.81"
+,"$1,096,824.97","$1,108,141.69","$735,843.64","$3,302,634.24","$6,668,210.03","$12,911,654.58"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..ce0639c
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42"
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20"
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36"
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53"
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87"
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57"
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48"
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45"
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68"
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31"
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45"
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20"
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55"
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01"
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..d5fb6c3
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.59,"$7,685,078.30","$27,849,675.92","$47,000,000.00"
+2 - Indirect,90.71,"$9,659,894.23","$16,761,980.65","$31,570,819.29"
+3 - Induced,106.23,"$7,652,331.51","$14,376,752.48","$24,378,219.48"
+,250.53,"$24,997,304.04","$58,988,409.05","$102,949,038.76"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..f0d083d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42",0.12%
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20",0.02%
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36",0.00%
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53",0.00%
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87",0.00%
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57",0.00%
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48",0.00%
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45",0.00%
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68",0.00%
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31",0.00%
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45",0.00%
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20",0.00%
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55",0.00%
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01",0.00%
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73",0.00%
+16,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$1,295,329.55",0.00%
+17,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$40,758.68",0.00%
+18,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$18,399.42",0.00%
+19,186,Tire manufacturing,"$25,656,100,926.70","$106,440.90",0.00%
+20,451,Management of companies and enterprises,"$819,034,418,120.62","$3,212,341.72",0.00%
+21,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$49,391.14",0.00%
+22,16,Commercial logging,"$9,708,016,677.17","$36,426.77",0.00%
+23,188,Other rubber product manufacturing,"$18,947,852,104.12","$60,199.55",0.00%
+24,424,Other financial investment activities,"$568,453,393,226.55","$1,719,889.09",0.00%
+25,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$148,585.58",0.00%
+26,109,Knit fabric mills,"$1,209,761,149.04","$3,619.11",0.00%
+27,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$649,706.02",0.00%
+28,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$3,285.37",0.00%
+29,509,Federal electric utilities,"$15,278,393,331.48","$39,913.15",0.00%
+30,515,Local government electric utilities,"$63,242,600,402.80","$164,356.10",0.00%
+31,512,State government electric utilities,"$2,138,213,300.81","$5,547.27",0.00%
+32,39,Electric power generation - Geothermal,"$1,089,212,605.47","$2,802.54",0.00%
+33,36,Electric power generation - Nuclear,"$48,600,191,094.94","$125,048.15",0.00%
+34,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$28,689.69",0.00%
+35,37,Electric power generation - Solar,"$15,183,687,778.59","$39,067.59",0.00%
+36,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$411,778.42",0.00%
+37,38,Electric power generation - Wind,"$31,436,960,621.21","$80,887.21",0.00%
+38,40,Electric power generation - Biomass,"$3,248,354,871.06","$8,358.01",0.00%
+39,41,Electric power generation - All other,"$598,610,063.76","$1,540.22",0.00%
+40,42,Electric power transmission and distribution,"$454,802,637,163.46","$1,168,129.94",0.00%
+41,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$993,088.74",0.00%
+42,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$11,562.58",0.00%
+43,152,Industrial gas manufacturing,"$43,958,605,364.15","$100,626.30",0.00%
+44,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$17,519.90",0.00%
+45,146,Petroleum refineries,"$685,338,713,966.20","$1,547,595.79",0.00%
+46,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$12,508.02",0.00%
+47,175,Custom compounding of purchased resins,"$12,008,896,270.80","$24,560.93",0.00%
+48,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$20,847.37",0.00%
+49,401,Pipeline transportation,"$77,957,430,742.25","$152,400.34",0.00%
+50,200,Lime manufacturing,"$3,411,426,132.51","$6,442.51",0.00%
+51,241,Metal heat treating,"$6,751,197,386.48","$12,653.00",0.00%
+52,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$43,878.58",0.00%
+53,210,Steel wire drawing,"$6,965,034,108.99","$12,829.84",0.00%
+54,254,Construction machinery manufacturing,"$64,676,876,659.63","$112,777.41",0.00%
+55,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$582,451.90",0.00%
+56,458,Services to buildings,"$184,887,389,840.19","$315,184.67",0.00%
+57,398,Water transportation,"$76,976,695,291.27","$126,317.46",0.00%
+58,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$151,186.19",0.00%
+59,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$165,724.30",0.00%
+60,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$49,628.30",0.00%
+61,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$13,954.40",0.00%
+62,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$66,731.93",0.00%
+63,456,Travel arrangement and reservation services,"$92,038,956,694.17","$144,504.46",0.00%
+64,455,Business support services,"$98,531,422,147.59","$154,291.04",0.00%
+65,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$393,150.55",0.00%
+66,237,Hardware manufacturing,"$11,360,442,824.27","$17,369.75",0.00%
+67,25,Other metal ore mining,"$4,177,930,861.03","$6,341.53",0.00%
+68,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$656,055.89",0.00%
+69,20,Oil and gas extraction,"$440,054,943,164.76","$637,771.61",0.00%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$49,368.10",0.00%
+71,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$531,604.00",0.00%
+72,151,Petrochemical manufacturing,"$213,898,809,710.92","$305,567.29",0.00%
+73,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$79,907.18",0.00%
+74,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$223,434.38",0.00%
+75,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$1,466,444.23",0.00%
+76,239,Machine shops,"$58,418,188,845.25","$81,189.33",0.00%
+77,403,Couriers and messengers,"$147,389,575,412.04","$204,748.19",0.00%
+78,399,Truck transportation,"$517,459,714,328.88","$718,710.23",0.00%
+79,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$666,359.76",0.00%
+80,459,Landscape and horticultural services,"$165,786,078,305.71","$218,947.99",0.00%
+81,437,Legal services,"$482,145,097,198.44","$633,193.56",0.00%
+82,224,Nonferrous forging,"$5,015,019,698.50","$6,483.02",0.00%
+83,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$39,470.37",0.00%
+84,508,Postal service,"$82,216,438,935.22","$105,859.38",0.00%
+85,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$287,267.21",0.00%
+86,510,Other federal government enterprises,"$6,854,090,185.53","$8,743.61",0.00%
+87,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$743,297.20",0.00%
+88,404,Warehousing and storage,"$196,283,203,045.69","$248,823.19",0.00%
+89,43,Natural gas distribution,"$112,805,479,068.56","$140,978.54",0.00%
+90,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$106,192.22",0.00%
+91,125,Wood preservation,"$12,385,421,188.04","$15,194.63",0.00%
+92,445,Environmental and other technical consulting services,"$89,248,872,652.10","$108,712.48",0.00%
+93,219,Ferrous metal foundries,"$23,423,417,307.88","$28,409.48",0.00%
+94,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$121,999.35",0.00%
+95,505,Business and professional associations,"$73,615,227,688.04","$88,077.49",0.00%
+96,223,Iron and steel forging,"$12,167,051,489.94","$14,538.85",0.00%
+97,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$69,175.62",0.00%
+98,460,Other support services,"$93,493,521,065.46","$110,625.76",0.00%
+99,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$173,088.66",0.00%
+100,221,Custom roll forming,"$3,403,758,221.65","$3,930.62",0.00%
+101,195,Cement manufacturing,"$16,124,794,202.42","$18,618.09",0.00%
+102,185,Other plastics product manufacturing,"$119,757,914,903.54","$137,069.52",0.00%
+103,452,Office administrative services,"$100,789,973,631.90","$115,125.44",0.00%
+104,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$93,376.50",0.00%
+105,124,Sawmills,"$42,023,969,480.44","$47,102.87",0.00%
+106,116,Other textile product mills,"$5,849,355,190.48","$6,527.80",0.00%
+107,229,Plate work manufacturing,"$15,417,788,320.32","$17,189.31",0.00%
+108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$6,184.64",0.00%
+109,145,Support activities for printing,"$3,010,426,339.58","$3,348.50",0.00%
+110,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$145,245.56",0.00%
+111,137,Paper mills,"$44,700,830,052.02","$49,267.61",0.00%
+112,139,Paperboard container manufacturing,"$102,476,045,826.39","$112,943.27",0.00%
+113,27,Sand and gravel mining,"$15,322,656,295.20","$16,767.54",0.00%
+114,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$6,644.19",0.00%
+115,10,All other crop farming,"$22,224,392,154.07","$24,099.34",0.00%
+116,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$29,549.65",0.00%
+117,447,"Advertising, public relations, and related services","$221,366,844,538.02","$239,335.07",0.00%
+118,439,"Architectural, engineering, and related services","$491,156,469,463.54","$524,767.18",0.00%
+119,24,Gold ore and silver ore mining,"$14,012,282,637.55","$14,946.16",0.00%
+120,454,Employment services,"$472,021,118,180.87","$502,348.07",0.00%
+121,440,Specialized design services,"$61,729,364,047.76","$65,652.53",0.00%
+122,226,Handtool manufacturing,"$9,269,806,810.85","$9,858.43",0.00%
+123,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$25,339.82",0.00%
+124,457,Investigation and security services,"$87,760,959,501.87","$92,663.64",0.00%
+125,138,Paperboard mills,"$37,769,326,092.36","$39,695.84",0.00%
+126,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$425,158.48",0.00%
+127,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$106,612.56",0.00%
+128,238,Spring and wire product manufacturing,"$14,446,923,138.19","$14,723.30",0.00%
+129,478,Performing arts companies,"$40,958,746,144.37","$41,557.33",0.00%
+130,461,Waste management and remediation services,"$177,999,302,351.73","$180,088.81",0.00%
+131,448,Photographic services,"$18,611,681,469.69","$18,752.79",0.00%
+132,23,Iron ore mining,"$4,242,665,589.12","$4,262.72",0.00%
+133,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$8,004.06",0.00%
+134,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$429,857.66",0.00%
+135,413,Radio and television broadcasting,"$126,652,960,389.18","$125,264.91",0.00%
+136,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$50,977.80",0.00%
+137,481,"Independent artists, writers, and performers","$78,191,306,536.76","$76,554.08",0.00%
+138,173,Printing ink manufacturing,"$4,197,932,161.56","$4,095.23",0.00%
+139,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$294,916.30",0.00%
+140,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$51,449.14",0.00%
+141,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$16,301.64",0.00%
+142,444,Management consulting services,"$314,984,356,065.88","$302,954.18",0.00%
+143,144,Printing,"$93,711,787,715.49","$90,002.33",0.00%
+144,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$4,072.83",0.00%
+145,426,"Insurance carriers, except direct life","$763,623,938,208.92","$722,860.62",0.00%
+146,391,Retail - Gasoline stores,"$126,195,524,793.46","$118,925.53",0.00%
+147,406,Periodical publishers,"$28,726,880,599.05","$27,061.10",0.00%
+148,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$243,864.26",0.00%
+149,493,All other food and drinking places,"$276,447,241,992.94","$256,970.62",0.00%
+150,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$5,974.05",0.00%
+151,479,Commercial Sports Except Racing,"$62,631,985,438.99","$57,924.35",0.00%
+152,491,Full-service restaurants,"$600,936,370,418.40","$555,596.79",0.00%
+153,405,Newspaper publishers,"$23,494,267,330.25","$21,679.21",0.00%
+154,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$83,607.29",0.00%
+155,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$56,017.95",0.00%
+156,414,Cable and other subscription programming,"$129,841,466,724.49","$117,324.55",0.00%
+157,486,Other amusement and recreation industries,"$73,097,118,023.77","$65,908.47",0.00%
+158,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$278,358.29",0.00%
+159,490,Other accommodations,"$16,436,225,502.96","$14,772.52",0.00%
+160,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$83,778.28",0.00%
+161,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$14,491.23",0.00%
+162,311,Lighting fixture manufacturing,"$13,551,146,025.36","$12,063.67",0.00%
+163,220,Nonferrous metal foundries,"$14,956,699,164.90","$13,293.68",0.00%
+164,462,Elementary and secondary schools,"$74,365,925,030.62","$65,895.34",0.00%
+165,476,Child day care services,"$86,623,931,960.28","$76,493.91",0.00%
+166,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$66,287.28",0.00%
+167,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$114,550.17",0.00%
+168,507,Private households,"$27,265,934,911.83","$24,027.48",0.00%
+169,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$23,081.99",0.00%
+170,487,Fitness and recreational sports centers,"$40,757,208,080.88","$35,779.72",0.00%
+171,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$99,828.07",0.00%
+172,475,Individual and family services,"$197,385,106,011.81","$172,970.63",0.00%
+173,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$36,218.03",0.00%
+174,503,Religious organizations,"$160,924,588,099.97","$140,541.10",0.00%
+175,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$15,286.99",0.00%
+176,495,Car washes,"$35,373,724,638.09","$30,778.29",0.00%
+177,472,Hospitals,"$1,246,642,306,210.30","$1,083,887.63",0.00%
+178,480,Racing and Track Operation,"$2,466,251,193.93","$2,141.59",0.00%
+179,394,Retail - General merchandise stores,"$308,393,207,557.39","$266,742.30",0.00%
+180,431,Owner-occupied housing,"$2,353,458,000,000.00","$2,030,688.24",0.00%
+181,201,Gypsum product manufacturing,"$10,849,873,573.69","$9,343.90",0.00%
+182,488,Bowling centers,"$4,651,609,193.39","$4,001.86",0.00%
+183,464,Other educational services,"$150,226,479,511.36","$129,111.07",0.00%
+184,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$24,446.79",0.00%
+185,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$159,201.52",0.00%
+186,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$18,059.20",0.00%
+187,492,Limited-service restaurants,"$662,772,350,208.32","$566,953.08",0.00%
+188,396,Air transportation,"$328,394,890,891.02","$280,507.75",0.00%
+189,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$6,451.73",0.00%
+190,513,Other state government enterprises,"$26,495,170,772.45","$22,535.36",0.00%
+191,471,Other ambulatory health care services,"$53,046,213,789.29","$45,108.52",0.00%
+192,502,Other personal services,"$133,455,503,992.02","$113,444.42",0.00%
+193,389,Retail - Food and beverage stores,"$340,025,954,447.09","$288,875.51",0.00%
+194,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$194,284.96",0.00%
+195,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$82,985.03",0.00%
+196,516,Other local government enterprises,"$353,931,726,040.53","$299,411.54",0.00%
+197,390,Retail - Health and personal care stores,"$203,751,544,401.25","$172,129.55",0.00%
+198,499,Personal care services,"$99,129,280,065.60","$83,610.07",0.00%
+199,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$167,198.67",0.00%
+200,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$13,426.00",0.00%
+201,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$6,436.91",0.00%
+202,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$20,912.46",0.00%
+203,514,Local government passenger transit,"$14,082,847,680.82","$11,766.16",0.00%
+204,511,State government passenger transit,"$1,585,108,785.26","$1,324.35",0.00%
+205,425,Direct life insurance carriers,"$118,798,771,122.27","$99,134.26",0.00%
+206,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$18,426.17",0.00%
+207,466,Offices of dentists,"$187,241,521,354.72","$155,624.89",0.00%
+208,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$61,366.36",0.00%
+209,102,Wineries,"$27,858,635,866.29","$23,032.29",0.00%
+210,465,Offices of physicians,"$710,425,690,758.33","$586,645.61",0.00%
+211,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$32,625.65",0.00%
+212,467,Offices of other health practitioners,"$173,037,357,927.83","$142,667.09",0.00%
+213,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$7,453.97",0.00%
+214,506,Labor and civic organizations,"$81,538,720,493.49","$66,902.36",0.00%
+215,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$204,545.41",0.00%
+216,44,"Water, sewage and other systems","$20,702,504,339.27","$16,816.04",0.00%
+217,468,Outpatient care centers,"$254,994,924,915.48","$207,063.75",0.00%
+218,418,"Data processing, hosting, and related services","$490,713,862,620.46","$397,919.99",0.00%
+219,470,Home health care services,"$148,884,219,821.65","$120,622.23",0.00%
+220,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$4,140.01",0.00%
+221,65,Fats and oils refining and blending,"$27,186,577,576.39","$21,988.07",0.00%
+222,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$4,741.96",0.00%
+223,484,Amusement parks and arcades,"$27,154,350,236.67","$21,914.54",0.00%
+224,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$27,812.49",0.00%
+225,58,Dog and cat food manufacturing,"$42,027,131,811.09","$33,621.61",0.00%
+226,400,Transit and ground passenger transportation,"$169,895,344,811.88","$135,412.55",0.00%
+227,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$81,193.78",0.00%
+228,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$29,354.60",0.00%
+229,108,Nonwoven fabric mills,"$8,073,560,162.60","$6,371.97",0.00%
+230,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$42,956.35",0.00%
+231,184,Plastics bottle manufacturing,"$20,649,244,775.09","$16,289.17",0.00%
+232,63,Wet corn milling,"$38,891,507,770.56","$30,673.33",0.00%
+233,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$7,707.04",0.00%
+234,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$81,361.26",0.00%
+235,110,Textile and fabric finishing mills,"$5,488,614,083.97","$4,287.69",0.00%
+236,93,Other snack food manufacturing,"$38,904,968,131.82","$30,390.55",0.00%
+237,101,Breweries,"$37,340,990,790.38","$29,052.93",0.00%
+238,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$22,599.20",0.00%
+239,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$4,044.33",0.00%
+240,103,Distilleries,"$24,706,251,736.01","$19,163.62",0.00%
+241,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$10,345.46",0.00%
+242,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$62,726.57",0.00%
+243,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$6,259.82",0.00%
+244,410,Software publishers,"$481,752,923,538.80","$371,374.84",0.00%
+245,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$7,167.25",0.00%
+246,193,Glass container manufacturing,"$6,929,253,311.43","$5,329.80",0.00%
+247,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$215,565.97",0.00%
+248,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$3,585.77",0.00%
+249,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$66,434.23",0.00%
+250,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$33,881.14",0.00%
+251,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$201,842.50",0.00%
+252,91,Tortilla manufacturing,"$6,637,815,191.50","$5,016.57",0.00%
+253,73,Frozen specialties manufacturing,"$29,906,861,739.21","$22,448.11",0.00%
+254,100,Manufactured ice,"$1,531,542,683.93","$1,149.19",0.00%
+255,106,Broadwoven fabric mills,"$6,004,476,568.14","$4,501.52",0.00%
+256,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$16,896.42",0.00%
+257,449,Veterinary services,"$71,596,357,121.77","$53,620.45",0.00%
+258,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$14,938.46",0.00%
+259,67,Beet sugar manufacturing,"$4,964,816,518.93","$3,705.81",0.00%
+260,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$10,140.25",0.00%
+261,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$57,227.98",0.00%
+262,443,"Other computer related services, including facilities management","$72,014,303,860.80","$53,494.15",0.00%
+263,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$9,897.42",0.00%
+264,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$10,525.28",0.00%
+265,64,Soybean and other oilseed processing,"$76,308,728,857.11","$56,331.30",0.00%
+266,3,Vegetable and melon farming,"$30,885,272,746.48","$22,794.91",0.00%
+267,363,Dental laboratories,"$6,071,164,155.13","$4,476.09",0.00%
+268,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$10,804.95",0.00%
+269,60,Flour milling,"$24,410,235,377.89","$17,967.79",0.00%
+270,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$206,794.76",0.00%
+271,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$251,878.57",0.00%
+272,429,Other real estate,"$2,063,772,881,991.79","$1,515,640.79",0.00%
+273,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$5,355.89",0.00%
+274,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$150,030.25",0.00%
+275,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$3,842.90",0.00%
+276,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$9,828.57",0.00%
+277,62,Malt manufacturing,"$1,609,185,168.11","$1,172.46",0.00%
+278,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$12,151.41",0.00%
+279,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$12,224.67",0.00%
+280,409,Greeting card publishing,"$620,260,994.43",$449.16,0.00%
+281,59,Other animal food manufacturing,"$65,579,824,303.67","$47,191.33",0.00%
+282,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$1,263.77",0.00%
+283,68,Sugar cane mills and refining,"$9,295,080,877.39","$6,662.93",0.00%
+284,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$4,974.18",0.00%
+285,83,Poultry processing,"$105,186,301,944.41","$75,167.18",0.00%
+286,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$39,845.25",0.00%
+287,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$4,601.00",0.00%
+288,434,Video tape and disc rental,"$2,056,888,651.68","$1,464.46",0.00%
+289,412,Sound recording industries,"$31,525,668,537.03","$22,443.37",0.00%
+290,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$5,900.88",0.00%
+291,328,Motor home manufacturing,"$8,213,805,405.62","$5,806.76",0.00%
+292,98,All other food manufacturing,"$57,495,650,042.31","$40,306.45",0.00%
+293,18,Commercial hunting and trapping,"$1,457,086,312.35","$1,018.57",0.00%
+294,77,Cheese manufacturing,"$78,758,678,813.71","$55,012.66",0.00%
+295,235,Metal cans manufacturing,"$27,208,678,262.97","$18,996.01",0.00%
+296,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$16,368.06",0.00%
+297,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$9,700.97",0.00%
+298,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$5,053.03",0.00%
+299,500,Death care services,"$21,907,750,073.48","$15,247.55",0.00%
+300,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$2,778.07",0.00%
+301,113,Curtain and linen mills,"$2,979,017,369.60","$2,069.53",0.00%
+302,143,All other converted paper product manufacturing,"$7,484,025,289.68","$5,188.79",0.00%
+303,97,Spice and extract manufacturing,"$19,373,537,300.45","$13,383.91",0.00%
+304,172,Toilet preparation manufacturing,"$45,913,297,452.17","$31,711.23",0.00%
+305,114,Textile bag and canvas mills,"$5,249,055,341.28","$3,624.02",0.00%
+306,13,Poultry and egg production,"$78,014,200,034.51","$53,832.43",0.00%
+307,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$173,415.15",0.00%
+308,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$6,350.31",0.00%
+309,131,"Other millwork, including flooring","$11,872,958,758.31","$8,123.93",0.00%
+310,117,Apparel knitting mills,"$1,078,135,943.04",$736.78,0.00%
+311,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$3,105.85",0.00%
+312,171,Surface active agent manufacturing,"$7,929,977,473.13","$5,413.28",0.00%
+313,12,Dairy cattle and milk production,"$55,960,191,839.82","$38,140.98",0.00%
+314,129,Wood windows and door manufacturing,"$22,029,620,673.99","$15,008.71",0.00%
+315,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$20,725.69",0.00%
+316,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$4,786.84",0.00%
+317,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$8,873.03",0.00%
+318,118,Cut and sew apparel contractors,"$2,653,123,700.63","$1,788.26",0.00%
+319,415,Wired telecommunications carriers,"$312,303,330,075.70","$210,197.57",0.00%
+320,292,Other communications equipment manufacturing,"$8,476,374,888.63","$5,704.98",0.00%
+321,4,Fruit farming,"$27,048,229,916.23","$18,150.17",0.00%
+322,344,Boat building,"$16,575,494,394.55","$11,030.65",0.00%
+323,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$10,065.38",0.00%
+324,79,Fluid milk manufacturing,"$58,670,165,867.62","$38,879.39",0.00%
+325,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$5,739.61",0.00%
+326,473,Nursing and community care facilities,"$259,557,368,469.24","$171,235.07",0.00%
+327,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$26,439.50",0.00%
+328,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,385.24",0.00%
+329,87,Seafood product preparation and packaging,"$18,709,695,060.42","$12,272.93",0.00%
+330,407,Book publishers,"$38,981,960,284.47","$25,535.09",0.00%
+331,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$4,997.02",0.00%
+332,75,Canned specialties,"$12,228,701,977.18","$7,959.03",0.00%
+333,122,Footwear manufacturing,"$3,007,443,476.76","$1,952.27",0.00%
+334,80,Creamery butter manufacturing,"$9,920,387,946.25","$6,419.68",0.00%
+335,167,Paint and coating manufacturing,"$40,256,103,819.80","$26,028.18",0.00%
+336,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$9,482.84",0.00%
+337,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$1,657.57",0.00%
+338,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$1,660.28",0.00%
+339,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$24,264.69",0.00%
+340,85,Meat processed from carcasses,"$97,119,832,558.67","$61,221.99",0.00%
+341,168,Adhesive manufacturing,"$19,417,045,098.31","$12,218.30",0.00%
+342,104,Tobacco manufacturing,"$54,449,721,766.50","$34,105.08",0.00%
+343,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$6,720.32",0.00%
+344,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$19,153.66",0.00%
+345,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$4,538.45",0.00%
+346,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$4,706.52",0.00%
+347,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$3,695.56",0.00%
+348,430,Tenant-occupied housing,"$685,796,968,030.48","$425,043.31",0.00%
+349,2,Grain farming,"$92,515,635,807.06","$57,323.18",0.00%
+350,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$15,793.70",0.00%
+351,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$76,547.29",0.00%
+352,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$2,611.06",0.00%
+353,357,Mattress manufacturing,"$9,419,270,908.18","$5,710.31",0.00%
+354,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$30,545.29",0.00%
+355,230,Metal window and door manufacturing,"$25,916,655,606.62","$15,626.92",0.00%
+356,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$11,344.56",0.00%
+357,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$74,563.53",0.00%
+358,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$21,962.00",0.00%
+359,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$6,708.83",0.00%
+360,411,Motion picture and video industries,"$175,387,116,345.71","$101,385.92",0.00%
+361,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$1,611.25",0.00%
+362,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$4,261.57",0.00%
+363,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$17,824.23",0.00%
+364,198,Concrete pipe manufacturing,"$4,124,714,176.94","$2,362.87",0.00%
+365,299,Other electronic component manufacturing,"$20,043,941,097.34","$11,466.77",0.00%
+366,94,Coffee and tea manufacturing,"$20,863,690,975.72","$11,924.86",0.00%
+367,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$10,199.44",0.00%
+368,61,Rice milling,"$4,898,466,736.87","$2,787.40",0.00%
+369,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$5,370.11",0.00%
+370,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$4,741.81",0.00%
+371,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$1,813.92",0.00%
+372,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$13,690.55",0.00%
+373,111,Fabric coating mills,"$2,941,340,275.34","$1,599.65",0.00%
+374,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$3,675.65",0.00%
+375,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59",$630.31,0.00%
+376,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$14,312.23",0.00%
+377,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$14,183.46",0.00%
+378,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$6,107.34",0.00%
+379,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$3,732.13",0.00%
+380,32,Metal mining services,"$2,048,448,774.82","$1,046.07",0.00%
+381,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$1,180.14",0.00%
+382,453,Facilities support services,"$38,362,646,138.12","$19,401.60",0.00%
+383,199,Other concrete product manufacturing,"$20,872,805,363.99","$10,471.85",0.00%
+384,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$15,740.61",0.00%
+385,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$3,164.16",0.00%
+386,17,Commercial fishing,"$6,396,190,709.37","$3,182.84",0.00%
+387,141,Stationery product manufacturing,"$6,277,104,685.19","$3,117.10",0.00%
+388,318,Battery manufacturing,"$39,581,382,532.18","$19,422.31",0.00%
+389,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$7,413.98",0.00%
+390,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$7,318.09",0.00%
+391,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$10,128.38",0.00%
+392,1,Oilseed farming,"$49,937,187,262.22","$23,493.09",0.00%
+393,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$5,365.54",0.00%
+394,321,Wiring device manufacturing,"$23,088,452,099.69","$10,724.23",0.00%
+395,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$6,173.70",0.00%
+396,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$7,294.61",0.00%
+397,373,Burial casket manufacturing,"$823,043,789.50",$373.78,0.00%
+398,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$3,587.87",0.00%
+399,231,Sheet metal work manufacturing,"$38,948,717,887.18","$17,487.64",0.00%
+400,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$8,517.68",0.00%
+401,121,Leather and hide tanning and finishing,"$1,222,349,401.99",$540.48,0.00%
+402,358,Blind and shade manufacturing,"$2,260,551,655.48",$987.01,0.00%
+403,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$6,918.76",0.00%
+404,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,461.53",0.00%
+405,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$7,271.49",0.00%
+406,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$6,830.24",0.00%
+407,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$15,727.72",0.00%
+408,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$5,223.24",0.00%
+409,273,Other engine equipment manufacturing,"$48,785,187,978.27","$19,783.10",0.00%
+410,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87",$566.53,0.00%
+411,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,140.25",0.00%
+412,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$1,579.22",0.00%
+413,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$1,465.74",0.00%
+414,441,Custom computer programming services,"$369,576,048,122.11","$139,003.74",0.00%
+415,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$5,389.19",0.00%
+416,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,900.15",0.00%
+417,442,Computer systems design services,"$372,342,526,925.07","$137,570.82",0.00%
+418,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$2,955.61",0.00%
+419,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$3,751.44",0.00%
+420,298,Electronic connector manufacturing,"$10,285,711,165.08","$3,650.80",0.00%
+421,5,Tree nut farming,"$10,840,952,356.98","$3,845.63",0.00%
+422,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$1,291.19",0.00%
+423,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$2,333.83",0.00%
+424,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$4,957.57",0.00%
+425,136,Pulp mills,"$4,388,558,617.42","$1,373.09",0.00%
+426,313,Major household appliance manufacturing,"$31,013,443,561.11","$9,653.47",0.00%
+427,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$3,377.19",0.00%
+428,191,Flat glass manufacturing,"$5,646,246,245.84","$1,661.84",0.00%
+429,370,Musical instrument manufacturing,"$2,442,378,807.18",$681.93,0.00%
+430,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05",$986.56,0.00%
+431,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$3,845.44",0.00%
+432,205,Mineral wool manufacturing,"$10,606,371,397.91","$2,675.47",0.00%
+433,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48",$959.33,0.00%
+434,112,Carpet and rug mills,"$11,693,395,459.88","$2,945.43",0.00%
+435,8,Cotton farming,"$5,875,423,327.42","$1,475.85",0.00%
+436,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$11,023.49",0.00%
+437,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$13,015.59",0.00%
+438,265,Industrial mold manufacturing,"$7,530,247,856.23","$1,836.78",0.00%
+439,368,Sign manufacturing,"$16,164,025,409.21","$3,910.66",0.00%
+440,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$3,696.98",0.00%
+441,446,Scientific research and development services,"$1,205,188,770,353.59","$273,705.30",0.00%
+442,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$4,133.60",0.00%
+443,31,Support activities for oil and gas operations,"$91,409,573,478.95","$18,215.19",0.00%
+444,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$7,256.55",0.00%
+445,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$3,159.72",0.00%
+446,33,Other nonmetallic minerals services,"$3,066,411,048.87",$580.59,0.00%
+447,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$1,985.56",0.00%
+448,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,708.07",0.00%
+449,334,Motor vehicle metal stamping,"$37,315,706,996.08","$6,797.51",0.00%
+450,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$2,052.15",0.00%
+451,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74",$939.43,0.00%
+452,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$2,662.81",0.00%
+453,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,211.51",0.00%
+454,7,Tobacco farming,"$938,019,405.97",$137.17,0.00%
+455,280,Power-driven handtool manufacturing,"$5,652,316,770.11",$826.44,0.00%
+456,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$2,804.31",0.00%
+457,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$1,708.67",0.00%
+458,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$7,471.41",0.00%
+459,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$59,873.13",0.00%
+460,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$2,817.79",0.00%
+461,288,Computer storage device manufacturing,"$9,130,764,626.37","$1,018.50",0.00%
+462,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,811.62",0.00%
+463,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$1,033.99",0.00%
+464,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$2,408.82",0.00%
+465,287,Electronic computer manufacturing,"$59,399,365,371.42","$6,142.99",0.00%
+466,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60",$620.41,0.00%
+467,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$1,048.66",0.00%
+468,343,Ship building and repairing,"$36,749,502,389.40","$3,341.72",0.00%
+469,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07",$480.66,0.00%
+470,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53",$552.04,0.00%
+471,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$1,476.97",0.00%
+472,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$2,398.83",0.00%
+473,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35",$406.35,0.00%
+474,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$2,997.70",0.00%
+475,282,Packaging machinery manufacturing,"$10,093,518,599.74",$637.01,0.00%
+476,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$2,034.21",0.00%
+477,268,Machine tool manufacturing,"$14,689,449,094.47",$873.09,0.00%
+478,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40",$506.01,0.00%
+479,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$1,608.65",0.00%
+480,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$1,296.70",0.00%
+481,258,Food product machinery manufacturing,"$8,325,550,800.97",$387.04,0.00%
+482,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$1,236.34",0.00%
+483,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$1,676.32",0.00%
+484,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85",$885.26,0.00%
+485,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66",$472.64,0.00%
+486,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$1,771.36",0.00%
+487,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28",$147.84,0.00%
+488,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26",$983.23,0.00%
+489,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20",$283.43,0.00%
+490,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43",$411.16,0.00%
+491,354,Custom architectural woodwork and millwork,"$6,542,805,074.05",$124.93,0.00%
+492,352,Institutional furniture manufacturing,"$6,520,456,951.78",$107.92,0.00%
+493,257,Semiconductor machinery manufacturing,"$20,914,542,877.68",$332.87,0.00%
+494,275,Air and gas compressor manufacturing,"$11,295,952,281.20",$171.97,0.00%
+495,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89",$216.77,0.00%
+496,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98",$897.50,0.00%
+497,327,Truck trailer manufacturing,"$18,669,883,339.14",$184.94,0.00%
+498,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20",$117.20,0.00%
+499,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95",$68.40,0.00%
+500,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42",$514.15,0.00%
+501,307,Irradiation apparatus manufacturing,"$11,336,061,543.92",$84.88,0.00%
+502,325,Heavy duty truck manufacturing,"$40,717,164,048.65",$283.11,0.00%
+503,353,Wood office furniture manufacturing,"$4,581,758,413.14",$30.28,0.00%
+504,337,Aircraft manufacturing,"$153,008,468,478.69",$720.57,0.00%
+505,30,Drilling oil and gas wells,"$11,827,333,275.53",$51.64,0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19",$51.85,0.00%
+507,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+509,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+510,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+511,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+512,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+513,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+514,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+515,51,Construction of other new nonresidential structures,"$160,786,345,780.64",$0.00,0.00%
+516,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+517,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+518,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+519,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+520,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+521,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+522,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+523,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+524,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+525,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+526,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+527,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+528,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/occupation_impacts_table.csv
new file mode 100644
index 0000000..eac7ac0
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,5.02,4.71,"$1,068,712.53","$196,790.01","$1,265,502.55","11,086.96"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",1.47,1.40,"$357,709.01","$60,558.04","$418,267.05","3,107.83"
+11-3000,Operations Specialties Managers,4.07,3.94,"$993,390.73","$183,016.95","$1,176,407.68","8,661.86"
+11-9000,Other Management Occupations,3.26,3.06,"$561,255.22","$107,103.68","$668,358.90","6,763.45"
+13-1000,Business Operations Specialists,8.12,7.74,"$1,013,759.37","$180,179.70","$1,193,939.08","15,944.01"
+13-2000,Financial Specialists,4.46,4.31,"$736,847.76","$122,495.63","$859,343.39","8,903.42"
+15-1200,Computer Occupations,4.50,4.32,"$765,449.91","$125,288.39","$890,738.29","8,915.85"
+15-2000,Mathematical Science Occupations,0.47,0.45,"$80,386.03","$13,480.17","$93,866.20",917.86
+17-1000,"Architects, Surveyors, and Cartographers",0.38,0.37,"$44,979.58","$8,839.16","$53,818.74",773.91
+17-2000,Engineers,2.63,2.56,"$415,955.69","$86,292.93","$502,248.61","5,644.34"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.54,0.52,"$51,942.50","$10,084.61","$62,027.11","1,062.32"
+19-1000,Life Scientists,0.23,0.22,"$29,278.69","$5,358.26","$34,636.95",451.21
+19-2000,Physical Scientists,0.20,0.19,"$28,448.75","$5,904.92","$34,353.67",400.30
+19-3000,Social Scientists and Related Workers,0.10,0.10,"$12,384.11","$2,215.89","$14,600.00",193.28
+19-4000,"Life, Physical, and Social Science Technicians",0.32,0.31,"$28,369.41","$6,272.52","$34,641.94",610.25
+19-5000,Occupational Health and Safety Specialists and Technicians,0.44,0.43,"$59,370.37","$13,257.16","$72,627.53",908.50
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",1.36,1.23,"$81,365.52","$15,348.68","$96,714.21","2,376.94"
+21-2000,Religious Workers,0.63,0.55,"$29,876.78","$4,366.05","$34,242.83","1,246.09"
+23-1000,"Lawyers, Judges, and Related Workers",0.76,0.73,"$200,009.86","$33,582.47","$233,592.33","1,619.98"
+23-2000,Legal Support Workers,0.49,0.47,"$42,143.66","$7,070.70","$49,214.36",875.65
+25-1000,Postsecondary Teachers,0.39,0.35,"$39,148.22","$8,761.03","$47,909.25",594.46
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.83,0.74,"$40,072.63","$8,023.36","$48,095.98","1,430.09"
+25-3000,Other Teachers and Instructors,0.53,0.47,"$21,809.21","$4,299.57","$26,108.78",678.26
+25-4000,"Librarians, Curators, and Archivists",0.04,0.04,"$2,672.79",$488.20,"$3,160.99",65.32
+25-9000,Other Educational Instruction and Library Occupations,0.42,0.38,"$18,535.27","$3,611.11","$22,146.39",593.96
+27-1000,Art and Design Workers,0.60,0.57,"$59,315.72","$10,000.65","$69,316.37","1,060.64"
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.53,0.47,"$57,593.47","$9,992.73","$67,586.20",730.73
+27-3000,Media and Communication Workers,0.61,0.57,"$71,960.29","$12,588.85","$84,549.14","1,108.37"
+27-4000,Media and Communication Equipment Workers,0.27,0.26,"$25,251.01","$4,358.72","$29,609.73",468.69
+29-1000,Healthcare Diagnosing or Treating Practitioners,4.52,4.19,"$629,122.89","$123,649.38","$752,772.28","8,283.06"
+29-2000,Health Technologists and Technicians,2.25,2.07,"$145,352.36","$28,602.44","$173,954.80","4,008.41"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.10,0.09,"$8,030.98","$1,504.70","$9,535.68",179.58
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",4.28,3.84,"$139,981.17","$27,169.33","$167,150.50","6,663.09"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.15,0.14,"$7,482.92","$1,486.25","$8,969.17",225.78
+31-9000,Other Healthcare Support Occupations,1.37,1.25,"$62,978.41","$11,975.41","$74,953.83","2,240.04"
+33-1000,Supervisors of Protective Service Workers,0.09,0.08,"$8,049.32","$1,514.56","$9,563.88",186.99
+33-2000,Firefighting and Prevention Workers,0.03,0.03,"$1,546.17",$283.41,"$1,829.59",70.53
+33-3000,Law Enforcement Workers,0.02,0.02,"$1,598.01",$434.89,"$2,032.90",40.64
+33-9000,Other Protective Service Workers,1.71,1.57,"$88,751.27","$16,158.47","$104,909.74","2,864.90"
+35-1000,Supervisors of Food Preparation and Serving Workers,1.24,1.00,"$66,396.77","$9,583.76","$75,980.53","2,077.27"
+35-2000,Cooks and Food Preparation Workers,3.09,2.50,"$99,775.53","$14,721.49","$114,497.02","4,178.86"
+35-3000,Food and Beverage Serving Workers,6.45,5.19,"$175,243.58","$24,855.25","$200,098.83","7,086.38"
+35-9000,Other Food Preparation and Serving Related Workers,1.40,1.13,"$34,884.25","$4,951.09","$39,835.34","1,385.45"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.31,0.28,"$18,238.62","$3,155.82","$21,394.44",611.91
+37-2000,Building Cleaning and Pest Control Workers,3.61,3.29,"$145,843.79","$25,920.88","$171,764.67","5,675.58"
+37-3000,Grounds Maintenance Workers,1.04,0.94,"$48,094.89","$8,389.71","$56,484.60","1,770.68"
+39-1000,Supervisors of Personal Care and Service Workers,0.17,0.15,"$10,665.18","$2,092.33","$12,757.51",296.96
+39-2000,Animal Care and Service Workers,0.22,0.19,"$7,397.01","$1,129.03","$8,526.04",296.97
+39-3000,Entertainment Attendants and Related Workers,0.52,0.45,"$16,511.76","$3,358.51","$19,870.27",567.01
+39-4000,Funeral Service Workers,0.04,0.03,"$1,631.47",$234.01,"$1,865.48",55.70
+39-5000,Personal Appearance Workers,0.42,0.36,"$14,247.16","$2,115.74","$16,362.90",567.73
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.06,0.05,"$2,628.32",$451.18,"$3,079.49",89.86
+39-7000,Tour and Travel Guides,0.18,0.17,"$9,257.44","$1,667.98","$10,925.42",197.49
+39-9000,Other Personal Care and Service Workers,1.02,0.88,"$28,169.53","$4,944.97","$33,114.50","1,187.96"
+41-1000,Supervisors of Sales Workers,1.27,1.15,"$101,013.88","$19,677.13","$120,691.01","2,506.71"
+41-2000,Retail Sales Workers,6.77,5.96,"$237,392.86","$48,948.47","$286,341.33","9,238.29"
+41-3000,"Sales Representatives, Services",2.62,2.51,"$334,295.25","$55,095.89","$389,391.14","5,253.72"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",2.45,2.36,"$291,827.67","$48,550.85","$340,378.53","5,142.54"
+41-9000,Other Sales and Related Workers,0.55,0.51,"$44,109.97","$7,257.17","$51,367.14",931.03
+43-1000,Supervisors of Office and Administrative Support Workers,1.64,1.55,"$161,807.88","$30,300.64","$192,108.52","3,198.27"
+43-2000,Communications Equipment Operators,0.04,0.03,"$1,863.70",$338.77,"$2,202.48",62.21
+43-3000,Financial Clerks,3.17,3.01,"$218,013.27","$39,254.17","$257,267.44","5,629.01"
+43-4000,Information and Record Clerks,5.34,5.02,"$317,934.31","$56,710.67","$374,644.98","8,944.32"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",2.70,2.48,"$188,343.28","$52,266.66","$240,609.95","5,182.33"
+43-6000,Secretaries and Administrative Assistants,3.07,2.87,"$206,995.80","$37,068.70","$244,064.50","5,410.31"
+43-9000,Other Office and Administrative Support Workers,3.29,3.10,"$178,742.92","$32,708.76","$211,451.68","5,390.27"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.06,"$4,469.36","$1,081.01","$5,550.37",134.54
+45-2000,Agricultural Workers,0.66,0.58,"$28,790.69","$6,355.62","$35,146.31","1,121.89"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$124.90,$39.79,$164.69,3.67
+45-4000,"Forest, Conservation, and Logging Workers",0.11,0.09,"$6,776.46","$2,121.95","$8,898.40",224.46
+47-1000,Supervisors of Construction and Extraction Workers,4.04,3.96,"$670,925.98","$152,942.17","$823,868.16","8,925.41"
+47-2000,Construction Trades Workers,9.49,9.28,"$1,008,032.23","$227,004.13","$1,235,036.36","19,593.13"
+47-3000,"Helpers, Construction Trades",0.05,0.05,"$2,281.54",$412.86,"$2,694.40",76.46
+47-4000,Other Construction and Related Workers,0.36,0.35,"$32,728.55","$7,625.29","$40,353.84",752.18
+47-5000,Extraction Workers,13.58,13.36,"$1,489,322.87","$345,188.44","$1,834,511.31","31,974.86"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.87,1.80,"$298,825.04","$67,487.57","$366,312.61","4,198.43"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.53,0.50,"$51,455.29","$10,836.61","$62,291.90","1,113.58"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.50,4.25,"$435,197.48","$92,458.44","$527,655.92","9,437.95"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",6.76,6.51,"$664,758.28","$146,660.69","$811,418.97","13,998.91"
+51-1000,Supervisors of Production Workers,0.90,0.87,"$110,686.76","$25,533.43","$136,220.19","1,998.62"
+51-2000,Assemblers and Fabricators,1.32,1.28,"$78,306.72","$15,966.17","$94,272.89","2,539.97"
+51-3000,Food Processing Workers,0.62,0.57,"$29,492.57","$6,262.70","$35,755.27","1,111.81"
+51-4000,Metal Workers and Plastic Workers,2.15,2.10,"$179,394.72","$39,328.21","$218,722.93","4,458.60"
+51-5100,Printing Workers,0.20,0.20,"$11,502.29","$2,259.78","$13,762.07",378.39
+51-6000,"Textile, Apparel, and Furnishings Workers",0.43,0.39,"$19,792.18","$3,567.12","$23,359.30",735.46
+51-7000,Woodworkers,0.12,0.12,"$6,791.93","$1,386.24","$8,178.16",235.76
+51-8000,Plant and System Operators,0.55,0.53,"$64,075.35","$18,088.09","$82,163.43","1,177.44"
+51-9000,Other Production Occupations,3.68,3.57,"$282,925.91","$63,785.47","$346,711.38","7,296.64"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.96,0.91,"$106,365.64","$22,818.92","$129,184.55","2,040.76"
+53-2000,Air Transportation Workers,0.27,0.26,"$51,058.29","$12,490.76","$63,549.05",499.78
+53-3000,Motor Vehicle Operators,5.96,5.62,"$437,208.00","$95,633.62","$532,841.62","11,946.83"
+53-4000,Rail Transportation Workers,0.95,0.90,"$83,866.99","$25,477.88","$109,344.86","2,279.73"
+53-5000,Water Transportation Workers,0.33,0.30,"$31,514.70","$6,174.60","$37,689.30",758.21
+53-6000,Other Transportation Workers,0.36,0.32,"$17,068.40","$3,470.60","$20,539.01",561.98
+53-7000,Material Moving Workers,9.95,9.41,"$630,806.83","$129,026.64","$759,833.46","17,327.41"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/tax_results.csv
new file mode 100644
index 0000000..e219528
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$590,014.15","$602,678.99","$398,574.61","$1,692,754.42","$2,416,924.38","$5,700,946.54"
+2 - Indirect,"$272,502.60","$271,696.20","$181,383.78","$866,902.33","$2,338,705.32","$3,931,190.22"
+3 - Induced,"$234,308.22","$233,766.50","$155,885.25","$742,977.50","$1,912,580.34","$3,279,517.81"
+,"$1,096,824.97","$1,108,141.69","$735,843.64","$3,302,634.24","$6,668,210.03","$12,911,654.58"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..ce0639c
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/US/US_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$40,369,797,410.22","$49,151,240.42"
+2,174,Explosives manufacturing,"$3,336,015,892.42","$556,467.20"
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,938.36"
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,716.53"
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,181.87"
+6,161,Fertilizer mixing,"$6,609,942,413.23","$72,383.57"
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,117.48"
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,538.45"
+9,397,Rail transportation,"$92,013,918,170.42","$958,753.68"
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,917.31"
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,813.45"
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,766.20"
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,255.55"
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$103,981.01"
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,181.73"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/direct_leakages.csv
new file mode 100644
index 0000000..b907e52
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+$-0.00,N/A,"$227,011,463.86"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..8c44a14
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,"1,907.94","$164,971,790.25","$223,575,227.18","$632,363,127.93"
+2 - Indirect,554.48,"$35,367,792.81","$59,724,609.42","$126,237,021.81"
+3 - Induced,529.44,"$24,283,025.57","$54,765,258.77","$97,803,063.07"
+,"2,991.86","$224,622,608.63","$338,065,095.38","$856,403,212.81"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..f09a256
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,500.66",3414.08%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,691.17",154.58%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,835,821.66",74.80%
+4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00",38.12%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.10",33.10%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.44",31.99%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,961.77",10.41%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,291.92",7.98%
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,538.18",4.45%
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,686,109.07",2.70%
+11,224,Nonferrous forging,"$17,187,170.89","$302,025.61",1.76%
+12,460,Other support services,"$116,743,407.01","$2,025,837.00",1.74%
+13,223,Iron and steel forging,"$52,274,449.17","$876,921.19",1.68%
+14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$15,933,170.24",1.64%
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,824,936.87",1.61%
+16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$97,277.24",1.53%
+17,254,Construction machinery manufacturing,"$33,431,733.61","$440,494.77",1.32%
+18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,179.27",1.30%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$77,134.12",1.28%
+20,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,047.03",1.16%
+21,457,Investigation and security services,"$59,623,127.89","$685,450.26",1.15%
+22,454,Employment services,"$387,522,663.46","$4,440,349.50",1.15%
+23,199,Other concrete product manufacturing,"$20,536,708.26","$217,053.13",1.06%
+24,455,Business support services,"$81,622,923.15","$830,789.28",1.02%
+25,453,Facilities support services,"$18,809,929.65","$189,869.71",1.01%
+26,197,Concrete block and brick manufacturing,"$4,381,689.69","$43,311.30",0.99%
+27,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$4,935,989.09",0.87%
+28,451,Management of companies and enterprises,"$529,170,690.74","$4,527,022.54",0.86%
+29,399,Truck transportation,"$1,193,488,141.88","$9,253,958.76",0.78%
+30,440,Specialized design services,"$35,933,528.26","$274,671.40",0.76%
+31,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,047,860.72",0.72%
+32,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$38,731.58",0.72%
+33,337,Aircraft manufacturing,"$86,772,712.07","$614,295.80",0.71%
+34,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$534,642.18",0.69%
+35,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$3,801,961.35",0.68%
+36,403,Couriers and messengers,"$213,253,723.63","$1,394,185.05",0.65%
+37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$573,306.78",0.65%
+38,508,Postal service,"$125,450,187.77","$760,267.40",0.61%
+39,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$553,793.34",0.60%
+40,447,"Advertising, public relations, and related services","$76,206,587.86","$439,570.47",0.58%
+41,26,Stone mining and quarrying,"$31,976,061.34","$175,265.97",0.55%
+42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$3,124,137.68",0.54%
+43,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,284,872.54",0.53%
+44,418,"Data processing, hosting, and related services","$291,048,307.59","$1,515,639.33",0.52%
+45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$2,887,208.22",0.51%
+46,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$755,934.07",0.49%
+47,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,562,407.44",0.48%
+48,432,Automotive equipment rental and leasing,"$102,405,091.42","$493,313.13",0.48%
+49,413,Radio and television broadcasting,"$128,460,835.20","$613,564.79",0.48%
+50,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$540,813.39",0.48%
+51,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$3,879,739.39",0.48%
+52,437,Legal services,"$411,686,987.07","$1,952,493.34",0.47%
+53,452,Office administrative services,"$121,416,424.85","$557,280.15",0.46%
+54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$488,000.01",0.45%
+55,406,Periodical publishers,"$16,212,170.93","$71,514.70",0.44%
+56,479,Commercial Sports Except Racing,"$3,476,338.42","$15,187.35",0.44%
+57,448,Photographic services,"$6,946,918.71","$30,261.25",0.44%
+58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,128,141.94",0.43%
+59,42,Electric power transmission and distribution,"$1,117,279,919.78","$4,729,593.33",0.42%
+60,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,233,206.77",0.42%
+61,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,298,517.01",0.41%
+62,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$912,565.69",0.41%
+63,404,Warehousing and storage,"$190,282,196.62","$772,901.34",0.41%
+64,43,Natural gas distribution,"$226,004,592.60","$917,686.33",0.41%
+65,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$510,820.06",0.40%
+66,458,Services to buildings,"$210,863,686.06","$843,426.30",0.40%
+67,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$5,477,561.06",0.40%
+68,414,Cable and other subscription programming,"$23,580,404.28","$94,172.40",0.40%
+69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,084,663.20",0.39%
+70,505,Business and professional associations,"$86,788,585.52","$338,175.55",0.39%
+71,509,Federal electric utilities,"$17,146,395.42","$65,927.00",0.38%
+72,408,"Directory, mailing list, and other publishers","$4,955,701.45","$18,925.29",0.38%
+73,487,Fitness and recreational sports centers,"$47,685,531.12","$180,636.75",0.38%
+74,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$92,912.24",0.38%
+75,492,Limited-service restaurants,"$1,041,352,547.93","$3,930,268.06",0.38%
+76,431,Owner-occupied housing,"$4,444,497,247.52","$16,554,181.76",0.37%
+77,410,Software publishers,"$184,892,079.62","$687,570.12",0.37%
+78,466,Offices of dentists,"$271,899,263.02","$994,977.53",0.37%
+79,396,Air transportation,"$185,983,832.23","$678,086.03",0.36%
+80,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$30,906.01",0.36%
+81,472,Hospitals,"$775,130,452.97","$2,818,323.54",0.36%
+82,443,"Other computer related services, including facilities management","$44,926,337.84","$163,265.61",0.36%
+83,499,Personal care services,"$105,986,766.41","$383,843.49",0.36%
+84,390,Retail - Health and personal care stores,"$189,122,051.74","$680,590.56",0.36%
+85,495,Car washes,"$60,896,626.31","$218,672.94",0.36%
+86,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$3,523,741.05",0.36%
+87,491,Full-service restaurants,"$957,773,115.52","$3,414,497.68",0.36%
+88,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$453,875.79",0.35%
+89,462,Elementary and secondary schools,"$34,238,275.96","$120,447.33",0.35%
+90,394,Retail - General merchandise stores,"$553,647,942.57","$1,943,565.13",0.35%
+91,514,Local government passenger transit,"$2,981,749.49","$10,440.13",0.35%
+92,425,Direct life insurance carriers,"$42,208,644.52","$147,575.54",0.35%
+93,387,Retail - Electronics and appliance stores,"$60,211,745.28","$209,899.18",0.35%
+94,515,Local government electric utilities,"$7,801,045.18","$26,904.00",0.34%
+95,461,Waste management and remediation services,"$225,632,059.53","$775,447.88",0.34%
+96,389,Retail - Food and beverage stores,"$517,469,128.57","$1,767,576.56",0.34%
+97,475,Individual and family services,"$223,584,092.68","$759,294.12",0.34%
+98,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$769,887.13",0.34%
+99,400,Transit and ground passenger transportation,"$87,175,571.40","$294,672.04",0.34%
+100,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,476.09",0.33%
+101,478,Performing arts companies,"$63,413,148.22","$210,018.99",0.33%
+102,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$819,978.70",0.33%
+103,484,Amusement parks and arcades,"$8,147,368.71","$26,878.52",0.33%
+104,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$687,882.57",0.33%
+105,459,Landscape and horticultural services,"$275,016,411.40","$892,252.81",0.32%
+106,405,Newspaper publishers,"$75,385,661.65","$244,349.81",0.32%
+107,221,Custom roll forming,"$23,817,580.17","$76,529.95",0.32%
+108,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$15,428.36",0.32%
+109,426,"Insurance carriers, except direct life","$545,149,698.92","$1,722,864.74",0.32%
+110,465,Offices of physicians,"$740,188,232.97","$2,319,872.58",0.31%
+111,510,Other federal government enterprises,"$1,867,051.07","$5,816.73",0.31%
+112,502,Other personal services,"$178,806,274.18","$553,089.95",0.31%
+113,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$349,793.09",0.31%
+114,503,Religious organizations,"$135,764,739.85","$416,085.48",0.31%
+115,44,"Water, sewage and other systems","$21,303,485.72","$64,898.03",0.30%
+116,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$750,800.25",0.30%
+117,506,Labor and civic organizations,"$105,944,986.89","$316,805.41",0.30%
+118,439,"Architectural, engineering, and related services","$663,216,940.93","$1,979,092.53",0.30%
+119,481,"Independent artists, writers, and performers","$137,990,888.93","$411,086.94",0.30%
+120,507,Private households,"$17,924,890.71","$53,014.56",0.30%
+121,473,Nursing and community care facilities,"$273,693,670.49","$789,669.20",0.29%
+122,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$207,323.38",0.28%
+123,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$1,872,843.49",0.28%
+124,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$652,417.96",0.28%
+125,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$2,026,925.58",0.28%
+126,444,Management consulting services,"$251,198,056.46","$688,223.84",0.27%
+127,476,Child day care services,"$173,556,969.71","$474,345.65",0.27%
+128,449,Veterinary services,"$101,826,770.30","$277,840.79",0.27%
+129,516,Other local government enterprises,"$776,177,579.59","$2,102,846.18",0.27%
+130,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$921,083.05",0.27%
+131,493,All other food and drinking places,"$603,532,483.05","$1,625,511.28",0.27%
+132,464,Other educational services,"$276,105,016.01","$743,529.72",0.27%
+133,424,Other financial investment activities,"$1,738,609,271.81","$4,649,256.90",0.27%
+134,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$374,440.11",0.27%
+135,468,Outpatient care centers,"$330,858,673.33","$875,735.20",0.26%
+136,513,Other state government enterprises,"$14,156,836.55","$36,990.23",0.26%
+137,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$484,178.60",0.26%
+138,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,744.40",0.26%
+139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$2,757,547.81",0.26%
+140,242,Metal coating and nonprecious engraving,"$8,101,071.47","$20,717.32",0.26%
+141,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$301,400.84",0.25%
+142,415,Wired telecommunications carriers,"$765,674,352.28","$1,876,417.03",0.25%
+143,429,Other real estate,"$4,970,388,101.43","$12,150,723.81",0.24%
+144,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$344,200.35",0.24%
+145,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$108,193.12",0.24%
+146,201,Gypsum product manufacturing,"$62,726,288.59","$148,652.03",0.24%
+147,3,Vegetable and melon farming,"$6,609,930.97","$15,611.52",0.24%
+148,104,Tobacco manufacturing,"$6,603,883.06","$15,363.78",0.23%
+149,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$11,249.33",0.23%
+150,239,Machine shops,"$129,567,269.37","$289,664.41",0.22%
+151,469,Medical and diagnostic laboratories,"$105,938,912.27","$234,865.62",0.22%
+152,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,030.30",0.22%
+153,398,Water transportation,"$11,961,984.14","$26,066.78",0.22%
+154,411,Motion picture and video industries,"$109,931,494.98","$239,437.08",0.22%
+155,195,Cement manufacturing,"$132,407,672.79","$286,680.25",0.22%
+156,430,Tenant-occupied housing,"$1,046,341,198.42","$2,244,676.57",0.21%
+157,229,Plate work manufacturing,"$7,212,949.34","$15,320.56",0.21%
+158,500,Death care services,"$46,286,967.10","$98,221.98",0.21%
+159,4,Fruit farming,"$384,884.42",$791.04,0.21%
+160,471,Other ambulatory health care services,"$103,224,782.99","$195,263.36",0.19%
+161,467,Offices of other health practitioners,"$364,689,970.79","$674,193.53",0.18%
+162,139,Paperboard container manufacturing,"$2,219,895.78","$4,058.63",0.18%
+163,391,Retail - Gasoline stores,"$487,933,166.50","$889,025.04",0.18%
+164,501,Dry-cleaning and laundry services,"$83,675,246.11","$152,456.61",0.18%
+165,470,Home health care services,"$73,759,567.90","$134,364.28",0.18%
+166,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$2,582.73",0.18%
+167,486,Other amusement and recreation industries,"$263,123,626.14","$445,947.82",0.17%
+168,125,Wood preservation,"$25,246,163.52","$41,047.32",0.16%
+169,407,Book publishers,"$8,704,740.33","$14,011.27",0.16%
+170,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,052.45",0.16%
+171,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$20,169.59",0.15%
+172,485,Gambling industries (except casino hotels),"$417,593,840.35","$596,166.70",0.14%
+173,27,Sand and gravel mining,"$216,223,131.49","$304,009.13",0.14%
+174,21,Coal mining,"$2,911,704,202.57","$4,090,990.07",0.14%
+175,37,Electric power generation - Solar,"$4,333,055.09","$6,081.44",0.14%
+176,38,Electric power generation - Wind,"$185,428,436.16","$260,248.73",0.14%
+177,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$2,696,120.01",0.14%
+178,488,Bowling centers,"$21,593,225.39","$28,501.26",0.13%
+179,480,Racing and Track Operation,"$6,801,162.46","$8,874.95",0.13%
+180,442,Computer systems design services,"$304,936,867.78","$392,740.07",0.13%
+181,144,Printing,"$57,542,256.23","$70,879.05",0.12%
+182,368,Sign manufacturing,"$23,533,228.46","$28,159.24",0.12%
+183,124,Sawmills,"$141,329,754.94","$166,463.15",0.12%
+184,434,Video tape and disc rental,"$3,473,473.59","$4,053.38",0.12%
+185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$4,845.28",0.11%
+186,226,Handtool manufacturing,"$14,510,909.57","$14,527.80",0.10%
+187,220,Nonferrous metal foundries,"$16,365,994.89","$15,639.47",0.10%
+188,456,Travel arrangement and reservation services,"$498,338,395.79","$457,678.94",0.09%
+189,228,Fabricated structural metal manufacturing,"$108,558,620.40","$95,001.98",0.09%
+190,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,474.35",0.09%
+191,238,Spring and wire product manufacturing,"$10,164,502.90","$8,492.38",0.08%
+192,146,Petroleum refineries,"$6,572,475,454.77","$5,448,345.80",0.08%
+193,397,Rail transportation,"$1,846,923,315.97","$1,487,936.32",0.08%
+194,100,Manufactured ice,"$3,942,329.02","$3,155.31",0.08%
+195,235,Metal cans manufacturing,"$84,837,591.04","$67,026.17",0.08%
+196,490,Other accommodations,"$130,132,793.65","$102,167.59",0.08%
+197,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,354.59",0.07%
+198,446,Scientific research and development services,"$1,017,623,425.88","$701,243.29",0.07%
+199,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$60,852.08",0.07%
+200,32,Metal mining services,"$40,137,198.28","$26,002.33",0.06%
+201,175,Custom compounding of purchased resins,"$17,576,678.87","$10,915.66",0.06%
+202,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$7,047.19",0.06%
+203,441,Custom computer programming services,"$266,955,199.74","$163,925.91",0.06%
+204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$614,948.75",0.06%
+205,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$50,333.85",0.06%
+206,16,Commercial logging,"$38,196,492.13","$20,518.55",0.05%
+207,185,Other plastics product manufacturing,"$54,262,105.84","$27,939.17",0.05%
+208,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,096.23",0.05%
+209,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$40,558.04",0.05%
+210,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,390.83",0.05%
+211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$79,980.69",0.04%
+212,10,All other crop farming,"$163,550,998.97","$72,488.61",0.04%
+213,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$76,886.31",0.04%
+214,18,Commercial hunting and trapping,"$23,256,232.55","$9,834.14",0.04%
+215,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$13,530.49",0.04%
+216,251,Other fabricated metal manufacturing,"$30,533,977.78","$10,896.86",0.04%
+217,20,Oil and gas extraction,"$4,984,035,362.50","$1,358,873.14",0.03%
+218,329,Travel trailer and camper manufacturing,"$11,059,948.62","$2,951.18",0.03%
+219,401,Pipeline transportation,"$1,611,889,849.10","$407,272.35",0.03%
+220,174,Explosives manufacturing,"$52,050,877.00","$13,150.12",0.03%
+221,102,Wineries,"$2,616,541.19",$652.45,0.02%
+222,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,107.33",0.02%
+223,231,Sheet metal work manufacturing,"$2,174,657.13",$507.82,0.02%
+224,13,Poultry and egg production,"$69,842,214.62","$15,683.21",0.02%
+225,116,Other textile product mills,"$18,711,047.72","$3,872.84",0.02%
+226,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,351.47",0.02%
+227,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$24,554.91",0.02%
+228,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$873.33,0.02%
+229,101,Breweries,"$54,815,146.01","$10,652.14",0.02%
+230,19,Support activities for agriculture and forestry,"$44,762,204.87","$8,513.72",0.02%
+231,79,Fluid milk manufacturing,"$4,900,848.36",$844.36,0.02%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$123.51,0.02%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$6,307.66",0.02%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$9,550.64",0.02%
+235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$492.74,0.01%
+236,2,Grain farming,"$130,099,289.43","$15,542.33",0.01%
+237,265,Industrial mold manufacturing,"$419,356.03",$47.85,0.01%
+238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,065.86",0.01%
+239,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$11,458.35",0.01%
+240,59,Other animal food manufacturing,"$23,797,093.38","$2,310.54",0.01%
+241,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$605.59,0.01%
+242,354,Custom architectural woodwork and millwork,"$78,271.86",$7.24,0.01%
+243,85,Meat processed from carcasses,"$59,683,965.53","$5,514.39",0.01%
+244,370,Musical instrument manufacturing,"$937,638.70",$86.08,0.01%
+245,151,Petrochemical manufacturing,"$673,077,918.86","$61,586.45",0.01%
+246,188,Other rubber product manufacturing,"$4,573,849.57",$409.96,0.01%
+247,62,Malt manufacturing,"$10,977,359.34",$976.96,0.01%
+248,373,Burial casket manufacturing,"$6,137,323.55",$541.88,0.01%
+249,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$43,323.39",0.01%
+250,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,678.32",0.01%
+251,66,Breakfast cereal manufacturing,"$8,312,290.22",$690.15,0.01%
+252,93,Other snack food manufacturing,"$10,656,196.90",$884.35,0.01%
+253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$540.66,0.01%
+254,311,Lighting fixture manufacturing,"$8,501,584.76",$687.00,0.01%
+255,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,087.60",0.01%
+256,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,578.39",0.01%
+257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$1,607.54",0.01%
+258,15,"Forestry, forest products, and timber tract production","$319,991.92",$20.09,0.01%
+259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$704.04,0.01%
+260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$83.67,0.01%
+261,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$192.35,0.01%
+262,353,Wood office furniture manufacturing,"$616,006.76",$28.39,0.00%
+263,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$939.53,0.00%
+264,260,All other industrial machinery manufacturing,"$303,218.25",$13.64,0.00%
+265,155,Other basic organic chemical manufacturing,"$99,443,897.11","$4,423.76",0.00%
+266,84,"Animal, except poultry, slaughtering","$216,958,801.29","$9,483.11",0.00%
+267,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.34,0.00%
+268,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$27,039.01",0.00%
+269,358,Blind and shade manufacturing,"$111,215.22",$4.46,0.00%
+270,9,Sugarcane and sugar beet farming,"$62,280,333.14","$2,484.78",0.00%
+271,94,Coffee and tea manufacturing,"$30,751,047.34","$1,192.73",0.00%
+272,67,Beet sugar manufacturing,"$209,970,196.03","$7,483.73",0.00%
+273,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,732.54",0.00%
+274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$71.42,0.00%
+275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$280.93,0.00%
+276,97,Spice and extract manufacturing,"$12,042,344.87",$353.47,0.00%
+277,24,Gold ore and silver ore mining,"$40,475,210.09","$1,185.00",0.00%
+278,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$91.48,0.00%
+279,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$26.96,0.00%
+280,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$137.45,0.00%
+281,173,Printing ink manufacturing,"$6,373,572.26",$163.90,0.00%
+282,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$4,787.97",0.00%
+283,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$3,918.72",0.00%
+284,302,Automatic environmental control manufacturing,"$4,809,195.11",$108.33,0.00%
+285,58,Dog and cat food manufacturing,"$23,319,111.08",$507.82,0.00%
+286,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$175.16,0.00%
+287,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$21,042.34",0.00%
+288,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$9,844.06",0.00%
+289,292,Other communications equipment manufacturing,"$381,770.64",$7.68,0.00%
+290,86,Rendering and meat byproduct processing,"$169,552.02",$3.23,0.00%
+291,118,Cut and sew apparel contractors,"$624,247.24",$11.78,0.00%
+292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$198.68,0.00%
+293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,211.67",0.00%
+294,122,Footwear manufacturing,"$1,145,231.54",$18.97,0.00%
+295,247,Small arms ammunition manufacturing,"$130,897.97",$2.11,0.00%
+296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$263.41,0.00%
+297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$23,900.21",0.00%
+298,121,Leather and hide tanning and finishing,"$1,328,163.62",$19.06,0.00%
+299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$204.58,0.00%
+300,123,Other leather and allied product manufacturing,"$17,594,328.12",$244.03,0.00%
+301,113,Curtain and linen mills,"$612,878.58",$8.28,0.00%
+302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$15,046.52",0.00%
+303,12,Dairy cattle and milk production,"$62,699,899.43",$713.43,0.00%
+304,114,Textile bag and canvas mills,"$11,730,951.51",$132.23,0.00%
+305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$31.97,0.00%
+306,103,Distilleries,"$59,042,281.71",$567.34,0.00%
+307,172,Toilet preparation manufacturing,"$51,736,916.86",$491.75,0.00%
+308,363,Dental laboratories,"$2,922,984.08",$26.52,0.00%
+309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$736.75,0.00%
+310,1,Oilseed farming,"$938,686.11",$6.16,0.00%
+311,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$7.35,0.00%
+312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$234.42,0.00%
+313,105,"Fiber, yarn, and thread mills","$13,455,310.58",$68.82,0.00%
+314,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$55.24,0.00%
+315,31,Support activities for oil and gas operations,"$1,698,256,439.85","$7,592.77",0.00%
+316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$17.42,0.00%
+317,109,Knit fabric mills,"$9,334,399.88",$33.05,0.00%
+318,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$83.59,0.00%
+319,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.19,0.00%
+320,33,Other nonmetallic minerals services,"$83,884,373.37",$201.30,0.00%
+321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$66.87,0.00%
+322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$8.05,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.30,0.00%
+324,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$38.89,0.00%
+325,25,Other metal ore mining,"$65,796,499.90",$70.80,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$62.25,0.00%
+327,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+328,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+329,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+330,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+331,512,State government electric utilities,$0.00,$0.00,0.00%
+332,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+333,136,Pulp mills,$0.00,$0.00,0.00%
+334,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+335,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+336,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+337,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+338,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+339,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+340,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+341,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+342,237,Hardware manufacturing,$0.00,$0.00,0.00%
+343,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+344,200,Lime manufacturing,$0.00,$0.00,0.00%
+345,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+346,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+347,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+348,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+349,138,Paperboard mills,$0.00,$0.00,0.00%
+350,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+351,117,Apparel knitting mills,$0.00,$0.00,0.00%
+352,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+353,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+354,7,Tobacco farming,$0.00,$0.00,0.00%
+355,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+356,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+357,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+358,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+359,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+360,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+361,8,Cotton farming,$0.00,$0.00,0.00%
+362,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+363,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+364,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+365,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+366,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+367,60,Flour milling,$0.00,$0.00,0.00%
+368,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+369,23,Iron ore mining,$0.00,$0.00,0.00%
+370,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+371,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+372,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+373,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+374,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+375,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+376,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+377,145,Support activities for printing,$0.00,$0.00,0.00%
+378,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+379,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+380,61,Rice milling,$0.00,$0.00,0.00%
+381,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+382,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+383,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+384,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+385,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+386,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+387,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+388,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+389,83,Poultry processing,$0.00,$0.00,0.00%
+390,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+391,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+392,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+393,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+394,412,Sound recording industries,$0.00,$0.00,0.00%
+395,193,Glass container manufacturing,$0.00,$0.00,0.00%
+396,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+397,137,Paper mills,$0.00,$0.00,0.00%
+398,111,Fabric coating mills,$0.00,$0.00,0.00%
+399,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+400,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+401,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+402,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+403,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+404,63,Wet corn milling,$0.00,$0.00,0.00%
+405,357,Mattress manufacturing,$0.00,$0.00,0.00%
+406,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+407,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+408,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+409,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+410,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+411,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+412,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+413,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+414,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+415,5,Tree nut farming,$0.00,$0.00,0.00%
+416,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+417,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+418,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+419,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+420,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+421,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+422,328,Motor home manufacturing,$0.00,$0.00,0.00%
+423,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+424,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+425,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+426,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+427,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+428,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+429,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+430,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+431,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+432,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+433,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+434,318,Battery manufacturing,$0.00,$0.00,0.00%
+435,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+436,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+437,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+438,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+439,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+440,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+441,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+442,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+443,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+444,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+445,17,Commercial fishing,$0.00,$0.00,0.00%
+446,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+447,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+448,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+449,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+450,241,Metal heat treating,$0.00,$0.00,0.00%
+451,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+452,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+453,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+454,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+455,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+456,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+457,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+458,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+459,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+460,511,State government passenger transit,$0.00,$0.00,0.00%
+461,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+462,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+463,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+464,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+465,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+466,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+467,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+468,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+469,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+470,98,All other food manufacturing,$0.00,$0.00,0.00%
+471,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+472,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+473,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+474,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+475,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+476,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+477,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+478,409,Greeting card publishing,$0.00,$0.00,0.00%
+479,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+480,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+481,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+482,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+483,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+484,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+485,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+486,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+487,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+488,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+489,77,Cheese manufacturing,$0.00,$0.00,0.00%
+490,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+491,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+492,186,Tire manufacturing,$0.00,$0.00,0.00%
+493,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+494,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+495,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+496,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+497,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+498,112,Carpet and rug mills,$0.00,$0.00,0.00%
+499,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+500,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+501,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+502,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+503,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+504,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+505,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+506,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+507,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+508,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+509,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+510,210,Steel wire drawing,$0.00,$0.00,0.00%
+511,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+512,75,Canned specialties,$0.00,$0.00,0.00%
+513,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+514,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+515,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+516,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+517,41,Electric power generation - All other,$0.00,$0.00,0.00%
+518,344,Boat building,$0.00,$0.00,0.00%
+519,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+520,343,Ship building and repairing,$0.00,$0.00,0.00%
+521,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+522,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+523,161,Fertilizer mixing,$0.00,$0.00,0.00%
+524,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+525,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+526,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+527,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+528,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/occupation_impacts_table.csv
new file mode 100644
index 0000000..2b743be
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,89.69,85.97,"$11,075,315.35","$2,063,025.77","$13,138,341.12","200,429.20"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",17.74,17.09,"$2,829,591.13","$544,873.16","$3,374,464.30","38,311.26"
+11-3000,Operations Specialties Managers,47.58,46.22,"$7,001,537.27","$1,362,855.11","$8,364,392.39","102,492.02"
+11-9000,Other Management Occupations,151.59,146.10,"$10,596,911.87","$1,905,962.24","$12,502,874.12","328,806.52"
+13-1000,Business Operations Specialists,216.40,209.08,"$14,414,956.54","$2,658,404.92","$17,073,361.46","438,987.37"
+13-2000,Financial Specialists,44.36,42.88,"$3,525,755.45","$639,438.13","$4,165,193.58","88,935.57"
+15-1200,Computer Occupations,33.58,32.48,"$3,861,998.74","$723,669.53","$4,585,668.27","67,093.86"
+15-2000,Mathematical Science Occupations,2.23,2.15,"$268,245.54","$48,459.18","$316,704.73","4,421.06"
+17-1000,"Architects, Surveyors, and Cartographers",4.68,4.52,"$247,632.68","$42,213.33","$289,846.01","9,521.85"
+17-2000,Engineers,95.17,92.85,"$8,552,887.51","$1,727,871.12","$10,280,758.63","198,061.59"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.08,25.50,"$1,970,070.26","$399,959.33","$2,370,029.59","51,603.26"
+19-1000,Life Scientists,0.64,0.60,"$60,677.34","$10,390.01","$71,067.36","1,253.38"
+19-2000,Physical Scientists,0.92,0.89,"$109,536.41","$21,658.49","$131,194.90","1,839.61"
+19-3000,Social Scientists and Related Workers,0.42,0.39,"$39,515.14","$7,194.69","$46,709.83",769.26
+19-4000,"Life, Physical, and Social Science Technicians",1.32,1.28,"$96,929.64","$19,009.20","$115,938.84","2,445.51"
+19-5000,Occupational Health and Safety Specialists and Technicians,10.77,10.43,"$587,971.12","$109,382.36","$697,353.47","21,820.70"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",5.83,5.22,"$284,584.03","$53,744.56","$338,328.59","10,130.22"
+21-2000,Religious Workers,1.89,1.64,"$80,143.72","$11,647.54","$91,791.25","3,734.03"
+23-1000,"Lawyers, Judges, and Related Workers",3.94,3.79,"$625,798.63","$108,460.69","$734,259.32","8,445.30"
+23-2000,Legal Support Workers,2.22,2.12,"$122,155.35","$20,924.48","$143,079.83","4,000.63"
+25-1000,Postsecondary Teachers,0.96,0.87,"$62,242.08","$13,855.27","$76,097.35","1,431.96"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",3.38,2.97,"$129,105.01","$24,481.11","$153,586.12","5,739.97"
+25-3000,Other Teachers and Instructors,2.67,2.39,"$98,682.95","$19,568.64","$118,251.59","3,405.90"
+25-4000,"Librarians, Curators, and Archivists",0.15,0.13,"$7,161.53","$1,221.93","$8,383.46",238.48
+25-9000,Other Educational Instruction and Library Occupations,1.88,1.66,"$67,633.94","$12,765.31","$80,399.25","2,638.20"
+27-1000,Art and Design Workers,4.87,4.64,"$337,602.25","$61,205.52","$398,807.77","8,839.68"
+27-2000,"Entertainers and Performers, Sports and Related Workers",2.06,1.83,"$114,883.77","$19,794.70","$134,678.47","2,885.53"
+27-3000,Media and Communication Workers,3.90,3.70,"$276,522.09","$51,008.98","$327,531.07","7,248.66"
+27-4000,Media and Communication Equipment Workers,1.28,1.20,"$72,155.05","$12,265.59","$84,420.63","2,192.62"
+29-1000,Healthcare Diagnosing or Treating Practitioners,17.34,15.96,"$2,133,756.03","$416,436.80","$2,550,192.82","31,227.72"
+29-2000,Health Technologists and Technicians,8.93,8.18,"$499,800.76","$98,027.05","$597,827.81","15,707.43"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.32,0.29,"$21,840.11","$4,134.34","$25,974.45",590.65
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",16.51,14.73,"$485,123.39","$94,441.53","$579,564.92","25,868.63"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.63,0.57,"$27,389.99","$5,446.13","$32,836.13",936.42
+31-9000,Other Healthcare Support Occupations,6.64,6.07,"$259,631.70","$49,261.89","$308,893.59","10,735.10"
+33-1000,Supervisors of Protective Service Workers,0.55,0.50,"$42,035.17","$7,717.72","$49,752.89","1,168.69"
+33-2000,Firefighting and Prevention Workers,0.62,0.57,"$22,262.42","$3,856.06","$26,118.47","1,559.26"
+33-3000,Law Enforcement Workers,0.09,0.08,"$5,354.07","$1,285.80","$6,639.87",193.23
+33-9000,Other Protective Service Workers,10.68,9.82,"$523,272.61","$92,628.36","$615,900.97","17,467.04"
+35-1000,Supervisors of Food Preparation and Serving Workers,8.36,6.66,"$380,024.39","$53,862.95","$433,887.33","13,931.49"
+35-2000,Cooks and Food Preparation Workers,22.16,18.01,"$586,344.83","$85,560.25","$671,905.08","30,146.84"
+35-3000,Food and Beverage Serving Workers,44.19,35.25,"$1,029,173.49","$144,042.19","$1,173,215.69","48,062.04"
+35-9000,Other Food Preparation and Serving Related Workers,9.13,7.29,"$190,262.99","$26,734.36","$216,997.35","8,992.34"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.33,1.22,"$60,941.54","$10,842.74","$71,784.28","2,679.93"
+37-2000,Building Cleaning and Pest Control Workers,20.33,18.92,"$620,989.39","$116,889.36","$737,878.75","32,500.64"
+37-3000,Grounds Maintenance Workers,6.58,6.09,"$234,012.78","$41,283.29","$275,296.06","11,177.67"
+39-1000,Supervisors of Personal Care and Service Workers,0.79,0.69,"$41,883.29","$8,859.79","$50,743.08","1,382.54"
+39-2000,Animal Care and Service Workers,1.14,1.00,"$27,761.69","$4,155.04","$31,916.73","1,520.79"
+39-3000,Entertainment Attendants and Related Workers,2.43,2.09,"$63,385.13","$14,004.80","$77,389.94","2,750.38"
+39-4000,Funeral Service Workers,0.19,0.16,"$6,234.70",$896.59,"$7,131.29",293.22
+39-5000,Personal Appearance Workers,1.26,1.09,"$39,768.33","$5,959.63","$45,727.96","1,708.21"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.22,0.20,"$7,743.89","$1,447.23","$9,191.11",340.33
+39-7000,Tour and Travel Guides,0.92,0.85,"$50,391.43","$9,078.59","$59,470.02",995.74
+39-9000,Other Personal Care and Service Workers,4.88,4.23,"$110,096.77","$19,845.50","$129,942.27","5,664.03"
+41-1000,Supervisors of Sales Workers,10.69,9.68,"$795,380.18","$160,395.43","$955,775.61","21,232.84"
+41-2000,Retail Sales Workers,53.80,47.34,"$1,752,198.79","$363,417.39","$2,115,616.18","75,386.39"
+41-3000,"Sales Representatives, Services",18.73,17.90,"$1,271,456.54","$223,754.16","$1,495,210.71","37,439.37"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",38.73,37.72,"$3,769,738.97","$709,376.41","$4,479,115.38","81,767.31"
+41-9000,Other Sales and Related Workers,4.84,4.62,"$376,203.63","$71,642.69","$447,846.31","9,037.32"
+43-1000,Supervisors of Office and Administrative Support Workers,19.68,18.87,"$1,386,544.24","$268,747.42","$1,655,291.66","38,880.78"
+43-2000,Communications Equipment Operators,0.15,0.14,"$7,011.56","$1,299.33","$8,310.89",252.95
+43-3000,Financial Clerks,45.17,43.40,"$2,042,174.90","$381,081.11","$2,423,256.02","80,421.16"
+43-4000,Information and Record Clerks,38.68,36.71,"$1,984,370.86","$377,705.32","$2,362,076.19","65,096.39"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",48.38,46.21,"$2,974,900.34","$702,989.11","$3,677,889.45","93,202.47"
+43-6000,Secretaries and Administrative Assistants,44.61,42.73,"$1,826,232.94","$336,649.75","$2,162,882.70","79,203.57"
+43-9000,Other Office and Administrative Support Workers,58.02,55.67,"$2,024,461.42","$374,462.54","$2,398,923.95","94,567.41"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.05,"$4,327.79",$860.50,"$5,188.29",118.78
+45-2000,Agricultural Workers,0.75,0.69,"$38,538.20","$7,498.00","$46,036.20","1,328.08"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$28.10,$7.48,$35.58,1.51
+45-4000,"Forest, Conservation, and Logging Workers",0.07,0.06,"$3,575.84",$873.02,"$4,448.86",140.18
+47-1000,Supervisors of Construction and Extraction Workers,163.04,157.71,"$6,852,399.80","$1,199,026.19","$8,051,425.99","351,330.47"
+47-2000,Construction Trades Workers,516.96,500.24,"$17,111,195.51","$3,035,229.30","$20,146,424.82","977,539.63"
+47-3000,"Helpers, Construction Trades",11.52,11.13,"$244,298.07","$42,563.14","$286,861.21","18,824.55"
+47-4000,Other Construction and Related Workers,7.39,7.16,"$395,338.64","$75,569.93","$470,908.56","14,613.45"
+47-5000,Extraction Workers,18.18,17.88,"$275,689.87","$60,598.68","$336,288.55","43,197.25"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",13.51,12.90,"$1,087,700.79","$214,122.81","$1,301,823.60","29,897.14"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.02,4.77,"$349,269.89","$69,550.16","$418,820.04","10,551.91"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",34.60,31.84,"$1,939,085.58","$361,053.08","$2,300,138.65","69,543.50"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",78.28,75.72,"$4,877,691.72","$960,385.12","$5,838,076.84","160,944.46"
+51-1000,Supervisors of Production Workers,38.61,37.88,"$3,869,845.18","$789,874.95","$4,659,720.13","85,419.47"
+51-2000,Assemblers and Fabricators,161.25,158.42,"$10,147,026.47","$2,101,709.33","$12,248,735.81","314,444.36"
+51-3000,Food Processing Workers,1.76,1.52,"$67,846.36","$15,009.85","$82,856.22","2,946.34"
+51-4000,Metal Workers and Plastic Workers,194.31,190.70,"$13,411,617.42","$2,710,560.75","$16,122,178.17","398,150.63"
+51-5100,Printing Workers,0.70,0.68,"$42,126.85","$7,974.06","$50,100.91","1,308.52"
+51-6000,"Textile, Apparel, and Furnishings Workers",1.63,1.51,"$67,946.18","$12,260.36","$80,206.54","2,795.83"
+51-7000,Woodworkers,1.77,1.72,"$80,896.47","$15,603.91","$96,500.38","3,392.83"
+51-8000,Plant and System Operators,2.13,2.08,"$165,886.85","$46,769.15","$212,656.00","4,489.80"
+51-9000,Other Production Occupations,85.97,84.17,"$5,601,148.67","$1,142,625.04","$6,743,773.70","167,600.98"
+53-1000,Supervisors of Transportation and Material Moving Workers,7.81,7.44,"$590,428.19","$118,690.03","$709,118.22","16,614.63"
+53-2000,Air Transportation Workers,1.04,0.98,"$130,497.42","$29,832.75","$160,330.16","1,936.39"
+53-3000,Motor Vehicle Operators,57.75,54.52,"$3,362,832.02","$741,073.87","$4,103,905.89","117,051.55"
+53-4000,Rail Transportation Workers,0.72,0.68,"$62,571.21","$18,493.41","$81,064.62","1,714.01"
+53-5000,Water Transportation Workers,1.40,1.31,"$137,805.95","$25,175.38","$162,981.33","3,278.18"
+53-6000,Other Transportation Workers,2.58,2.28,"$96,799.33","$18,471.89","$115,271.21","3,971.07"
+53-7000,Material Moving Workers,99.39,95.02,"$4,724,858.32","$923,443.22","$5,648,301.54","170,123.07"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/tax_results.csv
new file mode 100644
index 0000000..a4bbe15
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$134,376.44","$1,124,948.63","$814,762.32","$5,363,102.92","$38,169,763.11","$45,606,953.42"
+2 - Indirect,"$113,610.19","$935,175.90","$660,055.35","$3,215,097.78","$8,704,165.93","$13,628,105.15"
+3 - Induced,"$138,494.61","$1,137,049.57","$799,284.10","$3,681,114.84","$6,480,851.15","$12,236,794.28"
+,"$386,481.24","$3,197,174.11","$2,274,101.78","$12,259,315.54","$53,354,780.20","$71,471,852.86"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..6a3ea99
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,500.66"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,691.17"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,835,821.66"
+4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.10"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.44"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,961.77"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,291.92"
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,538.18"
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,686,109.07"
+11,224,Nonferrous forging,"$17,187,170.89","$302,025.61"
+12,460,Other support services,"$116,743,407.01","$2,025,837.00"
+13,223,Iron and steel forging,"$52,274,449.17","$876,921.19"
+14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$15,933,170.24"
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,824,936.87"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/direct_leakages.csv
new file mode 100644
index 0000000..b907e52
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+$-0.00,N/A,"$227,011,463.86"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..9718360
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,"1,912.24","$165,780,267.59","$225,798,846.41","$636,123,127.93"
+2 - Indirect,558.41,"$35,644,674.72","$60,295,130.17","$127,441,702.38"
+3 - Induced,541.11,"$24,818,418.81","$55,972,779.92","$99,959,200.64"
+,"3,011.76","$226,243,361.11","$342,066,756.50","$863,524,030.96"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..5375b2d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,624.57",3414.08%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,729.52",154.58%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,846,246.27",74.81%
+4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00",38.12%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.22",33.10%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.49",31.99%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,962.56",10.41%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,292.04",7.98%
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,586.83",4.45%
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,707,162.58",2.70%
+11,224,Nonferrous forging,"$17,187,170.89","$302,038.25",1.76%
+12,460,Other support services,"$116,743,407.01","$2,030,136.98",1.74%
+13,223,Iron and steel forging,"$52,274,449.17","$876,957.67",1.68%
+14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$16,049,266.12",1.66%
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,835,147.56",1.62%
+16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$97,334.52",1.53%
+17,254,Construction machinery manufacturing,"$33,431,733.61","$441,651.49",1.32%
+18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,185.18",1.30%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$77,248.32",1.29%
+20,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,047.18",1.16%
+21,457,Investigation and security services,"$59,623,127.89","$688,036.58",1.15%
+22,454,Employment services,"$387,522,663.46","$4,456,347.10",1.15%
+23,199,Other concrete product manufacturing,"$20,536,708.26","$217,157.31",1.06%
+24,455,Business support services,"$81,622,923.15","$835,660.39",1.02%
+25,453,Facilities support services,"$18,809,929.65","$190,179.43",1.01%
+26,197,Concrete block and brick manufacturing,"$4,381,689.69","$43,451.35",0.99%
+27,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$4,957,299.14",0.87%
+28,451,Management of companies and enterprises,"$529,170,690.74","$4,594,983.61",0.87%
+29,399,Truck transportation,"$1,193,488,141.88","$9,307,975.03",0.78%
+30,440,Specialized design services,"$35,933,528.26","$276,211.52",0.77%
+31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$39,231.97",0.73%
+32,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,051,604.93",0.72%
+33,337,Aircraft manufacturing,"$86,772,712.07","$614,295.93",0.71%
+34,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$3,872,445.82",0.70%
+35,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$534,680.67",0.69%
+36,403,Couriers and messengers,"$213,253,723.63","$1,406,437.02",0.66%
+37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$577,658.55",0.65%
+38,508,Postal service,"$125,450,187.77","$767,273.28",0.61%
+39,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$558,333.44",0.61%
+40,447,"Advertising, public relations, and related services","$76,206,587.86","$442,937.58",0.58%
+41,26,Stone mining and quarrying,"$31,976,061.34","$181,597.47",0.57%
+42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$3,165,862.85",0.55%
+43,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,300,434.25",0.53%
+44,418,"Data processing, hosting, and related services","$291,048,307.59","$1,526,651.18",0.52%
+45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$2,921,454.03",0.52%
+46,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$762,988.53",0.49%
+47,432,Automotive equipment rental and leasing,"$102,405,091.42","$499,652.13",0.49%
+48,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,569,108.07",0.48%
+49,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$3,939,391.67",0.48%
+50,413,Radio and television broadcasting,"$128,460,835.20","$619,168.13",0.48%
+51,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$544,928.81",0.48%
+52,437,Legal services,"$411,686,987.07","$1,978,945.23",0.48%
+53,452,Office administrative services,"$121,416,424.85","$562,743.35",0.46%
+54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$496,436.32",0.45%
+55,406,Periodical publishers,"$16,212,170.93","$72,367.68",0.45%
+56,479,Commercial Sports Except Racing,"$3,476,338.42","$15,420.33",0.44%
+57,448,Photographic services,"$6,946,918.71","$30,779.57",0.44%
+58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,145,926.64",0.43%
+59,42,Electric power transmission and distribution,"$1,117,279,919.78","$4,808,237.88",0.43%
+60,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,271,660.56",0.43%
+61,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,312,367.26",0.42%
+62,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$922,802.58",0.42%
+63,43,Natural gas distribution,"$226,004,592.60","$928,224.71",0.41%
+64,404,Warehousing and storage,"$190,282,196.62","$778,347.59",0.41%
+65,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$517,800.89",0.41%
+66,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$5,568,998.04",0.41%
+67,458,Services to buildings,"$210,863,686.06","$855,314.22",0.41%
+68,414,Cable and other subscription programming,"$23,580,404.28","$95,136.19",0.40%
+69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,115,187.67",0.40%
+70,505,Business and professional associations,"$86,788,585.52","$344,535.57",0.40%
+71,509,Federal electric utilities,"$17,146,395.42","$67,034.30",0.39%
+72,408,"Directory, mailing list, and other publishers","$4,955,701.45","$19,193.29",0.39%
+73,487,Fitness and recreational sports centers,"$47,685,531.12","$184,339.87",0.39%
+74,492,Limited-service restaurants,"$1,041,352,547.93","$4,007,997.44",0.38%
+75,431,Owner-occupied housing,"$4,444,497,247.52","$16,918,975.89",0.38%
+76,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$93,144.89",0.38%
+77,410,Software publishers,"$184,892,079.62","$695,292.96",0.38%
+78,466,Offices of dentists,"$271,899,263.02","$1,016,931.96",0.37%
+79,472,Hospitals,"$775,130,452.97","$2,880,468.10",0.37%
+80,396,Air transportation,"$185,983,832.23","$689,103.26",0.37%
+81,499,Personal care services,"$105,986,766.41","$392,307.26",0.37%
+82,390,Retail - Health and personal care stores,"$189,122,051.74","$695,771.53",0.37%
+83,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$31,233.73",0.37%
+84,443,"Other computer related services, including facilities management","$44,926,337.84","$164,600.35",0.37%
+85,495,Car washes,"$60,896,626.31","$222,780.12",0.37%
+86,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$3,590,163.46",0.36%
+87,491,Full-service restaurants,"$957,773,115.52","$3,476,943.34",0.36%
+88,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$463,867.78",0.36%
+89,462,Elementary and secondary schools,"$34,238,275.96","$123,096.98",0.36%
+90,394,Retail - General merchandise stores,"$553,647,942.57","$1,984,602.43",0.36%
+91,425,Direct life insurance carriers,"$42,208,644.52","$150,803.28",0.36%
+92,387,Retail - Electronics and appliance stores,"$60,211,745.28","$214,467.06",0.36%
+93,514,Local government passenger transit,"$2,981,749.49","$10,577.43",0.35%
+94,515,Local government electric utilities,"$7,801,045.18","$27,355.70",0.35%
+95,389,Retail - Food and beverage stores,"$517,469,128.57","$1,806,550.80",0.35%
+96,461,Waste management and remediation services,"$225,632,059.53","$784,834.81",0.35%
+97,475,Individual and family services,"$223,584,092.68","$776,013.52",0.35%
+98,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$786,701.37",0.35%
+99,400,Transit and ground passenger transportation,"$87,175,571.40","$298,545.08",0.34%
+100,478,Performing arts companies,"$63,413,148.22","$214,168.42",0.34%
+101,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$838,259.80",0.34%
+102,484,Amusement parks and arcades,"$8,147,368.71","$27,459.56",0.34%
+103,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$700,179.03",0.33%
+104,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,476.89",0.33%
+105,459,Landscape and horticultural services,"$275,016,411.40","$905,040.46",0.33%
+106,405,Newspaper publishers,"$75,385,661.65","$246,829.75",0.33%
+107,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$15,716.01",0.33%
+108,221,Custom roll forming,"$23,817,580.17","$76,539.34",0.32%
+109,426,"Insurance carriers, except direct life","$545,149,698.92","$1,749,077.49",0.32%
+110,465,Offices of physicians,"$740,188,232.97","$2,371,030.36",0.32%
+111,510,Other federal government enterprises,"$1,867,051.07","$5,923.31",0.32%
+112,502,Other personal services,"$178,806,274.18","$564,506.96",0.32%
+113,503,Religious organizations,"$135,764,739.85","$425,249.17",0.31%
+114,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$355,096.20",0.31%
+115,44,"Water, sewage and other systems","$21,303,485.72","$65,694.43",0.31%
+116,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$765,322.47",0.31%
+117,506,Labor and civic organizations,"$105,944,986.89","$323,790.35",0.31%
+118,507,Private households,"$17,924,890.71","$54,180.45",0.30%
+119,439,"Architectural, engineering, and related services","$663,216,940.93","$2,000,191.59",0.30%
+120,481,"Independent artists, writers, and performers","$137,990,888.93","$416,149.16",0.30%
+121,473,Nursing and community care facilities,"$273,693,670.49","$807,113.52",0.29%
+122,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$1,949,152.57",0.29%
+123,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$211,753.66",0.29%
+124,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$666,488.81",0.28%
+125,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$2,071,416.03",0.28%
+126,476,Child day care services,"$173,556,969.71","$484,792.54",0.28%
+127,449,Veterinary services,"$101,826,770.30","$283,968.51",0.28%
+128,444,Management consulting services,"$251,198,056.46","$697,264.18",0.28%
+129,424,Other financial investment activities,"$1,738,609,271.81","$4,800,050.37",0.28%
+130,464,Other educational services,"$276,105,016.01","$759,434.50",0.28%
+131,516,Other local government enterprises,"$776,177,579.59","$2,132,270.49",0.27%
+132,493,All other food and drinking places,"$603,532,483.05","$1,655,443.68",0.27%
+133,21,Coal mining,"$2,911,704,202.57","$7,976,834.57",0.27%
+134,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$934,249.97",0.27%
+135,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$382,730.44",0.27%
+136,468,Outpatient care centers,"$330,858,673.33","$895,041.94",0.27%
+137,513,Other state government enterprises,"$14,156,836.55","$37,507.86",0.26%
+138,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$494,839.21",0.26%
+139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$2,818,059.06",0.26%
+140,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,749.68",0.26%
+141,242,Metal coating and nonprecious engraving,"$8,101,071.47","$20,733.34",0.26%
+142,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$308,060.82",0.25%
+143,415,Wired telecommunications carriers,"$765,674,352.28","$1,900,337.99",0.25%
+144,429,Other real estate,"$4,970,388,101.43","$12,273,835.09",0.25%
+145,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$351,779.77",0.24%
+146,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$110,577.87",0.24%
+147,3,Vegetable and melon farming,"$6,609,930.97","$15,955.47",0.24%
+148,104,Tobacco manufacturing,"$6,603,883.06","$15,703.42",0.24%
+149,201,Gypsum product manufacturing,"$62,726,288.59","$148,838.80",0.24%
+150,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$11,468.09",0.23%
+151,469,Medical and diagnostic laboratories,"$105,938,912.27","$240,038.80",0.23%
+152,398,Water transportation,"$11,961,984.14","$26,805.28",0.22%
+153,239,Machine shops,"$129,567,269.37","$289,892.09",0.22%
+154,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,056.33",0.22%
+155,411,Motion picture and video industries,"$109,931,494.98","$243,509.63",0.22%
+156,430,Tenant-occupied housing,"$1,046,341,198.42","$2,294,292.20",0.22%
+157,500,Death care services,"$46,286,967.10","$100,393.29",0.22%
+158,195,Cement manufacturing,"$132,407,672.79","$287,176.67",0.22%
+159,229,Plate work manufacturing,"$7,212,949.34","$15,335.20",0.21%
+160,4,Fruit farming,"$384,884.42",$808.47,0.21%
+161,471,Other ambulatory health care services,"$103,224,782.99","$199,512.36",0.19%
+162,467,Offices of other health practitioners,"$364,689,970.79","$689,050.36",0.19%
+163,470,Home health care services,"$73,759,567.90","$137,328.13",0.19%
+164,391,Retail - Gasoline stores,"$487,933,166.50","$906,857.95",0.19%
+165,501,Dry-cleaning and laundry services,"$83,675,246.11","$155,113.21",0.19%
+166,139,Paperboard container manufacturing,"$2,219,895.78","$4,064.57",0.18%
+167,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$2,600.10",0.18%
+168,486,Other amusement and recreation industries,"$263,123,626.14","$455,457.00",0.17%
+169,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$22,600.62",0.17%
+170,407,Book publishers,"$8,704,740.33","$14,267.19",0.16%
+171,125,Wood preservation,"$25,246,163.52","$41,118.75",0.16%
+172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,053.05",0.16%
+173,485,Gambling industries (except casino hotels),"$417,593,840.35","$609,329.01",0.15%
+174,37,Electric power generation - Solar,"$4,333,055.09","$6,182.58",0.14%
+175,38,Electric power generation - Wind,"$185,428,436.16","$264,577.06",0.14%
+176,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$2,740,960.56",0.14%
+177,27,Sand and gravel mining,"$216,223,131.49","$305,070.68",0.14%
+178,488,Bowling centers,"$21,593,225.39","$29,128.48",0.13%
+179,480,Racing and Track Operation,"$6,801,162.46","$9,068.93",0.13%
+180,442,Computer systems design services,"$304,936,867.78","$395,830.77",0.13%
+181,144,Printing,"$57,542,256.23","$71,437.14",0.12%
+182,368,Sign manufacturing,"$23,533,228.46","$28,373.93",0.12%
+183,434,Video tape and disc rental,"$3,473,473.59","$4,142.75",0.12%
+184,124,Sawmills,"$141,329,754.94","$166,755.19",0.12%
+185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$4,868.02",0.11%
+186,226,Handtool manufacturing,"$14,510,909.57","$14,534.97",0.10%
+187,220,Nonferrous metal foundries,"$16,365,994.89","$15,640.26",0.10%
+188,456,Travel arrangement and reservation services,"$498,338,395.79","$467,252.08",0.09%
+189,228,Fabricated structural metal manufacturing,"$108,558,620.40","$95,063.40",0.09%
+190,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,483.89",0.09%
+191,146,Petroleum refineries,"$6,572,475,454.77","$5,573,952.35",0.08%
+192,397,Rail transportation,"$1,846,923,315.97","$1,559,582.15",0.08%
+193,238,Spring and wire product manufacturing,"$10,164,502.90","$8,498.68",0.08%
+194,100,Manufactured ice,"$3,942,329.02","$3,224.24",0.08%
+195,490,Other accommodations,"$130,132,793.65","$104,330.96",0.08%
+196,235,Metal cans manufacturing,"$84,837,591.04","$67,038.45",0.08%
+197,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,365.57",0.07%
+198,446,Scientific research and development services,"$1,017,623,425.88","$708,222.30",0.07%
+199,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$60,900.32",0.07%
+200,32,Metal mining services,"$40,137,198.28","$26,024.73",0.06%
+201,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$7,198.03",0.06%
+202,175,Custom compounding of purchased resins,"$17,576,678.87","$10,942.04",0.06%
+203,441,Custom computer programming services,"$266,955,199.74","$165,187.49",0.06%
+204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$625,008.18",0.06%
+205,16,Commercial logging,"$38,196,492.13","$22,308.97",0.06%
+206,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$50,382.10",0.06%
+207,185,Other plastics product manufacturing,"$54,262,105.84","$27,999.82",0.05%
+208,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,096.62",0.05%
+209,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$41,420.82",0.05%
+210,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,419.54",0.05%
+211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$81,727.49",0.05%
+212,10,All other crop farming,"$163,550,998.97","$73,545.41",0.04%
+213,174,Explosives manufacturing,"$52,050,877.00","$23,214.70",0.04%
+214,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$77,013.37",0.04%
+215,18,Commercial hunting and trapping,"$23,256,232.55","$10,051.12",0.04%
+216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$13,554.40",0.04%
+217,251,Other fabricated metal manufacturing,"$30,533,977.78","$10,915.61",0.04%
+218,20,Oil and gas extraction,"$4,984,035,362.50","$1,388,963.26",0.03%
+219,329,Travel trailer and camper manufacturing,"$11,059,948.62","$3,014.13",0.03%
+220,401,Pipeline transportation,"$1,611,889,849.10","$417,272.18",0.03%
+221,102,Wineries,"$2,616,541.19",$666.48,0.03%
+222,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,124.93",0.02%
+223,231,Sheet metal work manufacturing,"$2,174,657.13",$508.85,0.02%
+224,13,Poultry and egg production,"$69,842,214.62","$16,028.19",0.02%
+225,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$27,189.81",0.02%
+226,116,Other textile product mills,"$18,711,047.72","$3,889.84",0.02%
+227,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,351.55",0.02%
+228,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$892.16,0.02%
+229,101,Breweries,"$54,815,146.01","$10,883.32",0.02%
+230,19,Support activities for agriculture and forestry,"$44,762,204.87","$8,700.39",0.02%
+231,79,Fluid milk manufacturing,"$4,900,848.36",$862.71,0.02%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$126.11,0.02%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$6,425.17",0.02%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$9,758.34",0.02%
+235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$496.51,0.01%
+236,2,Grain farming,"$130,099,289.43","$15,877.44",0.01%
+237,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,087.46",0.01%
+238,265,Industrial mold manufacturing,"$419,356.03",$47.90,0.01%
+239,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$11,653.36",0.01%
+240,59,Other animal food manufacturing,"$23,797,093.38","$2,358.73",0.01%
+241,85,Meat processed from carcasses,"$59,683,965.53","$5,635.91",0.01%
+242,151,Petrochemical manufacturing,"$673,077,918.86","$63,183.39",0.01%
+243,370,Musical instrument manufacturing,"$937,638.70",$87.92,0.01%
+244,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$605.69,0.01%
+245,354,Custom architectural woodwork and millwork,"$78,271.86",$7.25,0.01%
+246,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$47,401.83",0.01%
+247,188,Other rubber product manufacturing,"$4,573,849.57",$417.12,0.01%
+248,62,Malt manufacturing,"$10,977,359.34",$998.16,0.01%
+249,373,Burial casket manufacturing,"$6,137,323.55",$553.83,0.01%
+250,66,Breakfast cereal manufacturing,"$8,312,290.22",$705.36,0.01%
+251,93,Other snack food manufacturing,"$10,656,196.90",$903.44,0.01%
+252,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,678.39",0.01%
+253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$543.91,0.01%
+254,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,117.39",0.01%
+255,311,Lighting fixture manufacturing,"$8,501,584.76",$687.76,0.01%
+256,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,579.44",0.01%
+257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$1,631.96",0.01%
+258,15,"Forestry, forest products, and timber tract production","$319,991.92",$21.45,0.01%
+259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$719.34,0.01%
+260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$84.83,0.01%
+261,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$193.57,0.01%
+262,353,Wood office furniture manufacturing,"$616,006.76",$28.42,0.00%
+263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$4,528.93",0.00%
+264,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$946.72,0.00%
+265,260,All other industrial machinery manufacturing,"$303,218.25",$13.64,0.00%
+266,84,"Animal, except poultry, slaughtering","$216,958,801.29","$9,687.59",0.00%
+267,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$29,046.77",0.00%
+268,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.36,0.00%
+269,358,Blind and shade manufacturing,"$111,215.22",$4.55,0.00%
+270,9,Sugarcane and sugar beet farming,"$62,280,333.14","$2,539.04",0.00%
+271,94,Coffee and tea manufacturing,"$30,751,047.34","$1,218.62",0.00%
+272,67,Beet sugar manufacturing,"$209,970,196.03","$7,647.85",0.00%
+273,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$72.97,0.00%
+274,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,740.23",0.00%
+275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$287.09,0.00%
+276,97,Spice and extract manufacturing,"$12,042,344.87",$361.10,0.00%
+277,24,Gold ore and silver ore mining,"$40,475,210.09","$1,210.22",0.00%
+278,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$93.46,0.00%
+279,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$27.51,0.00%
+280,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$4,579.42",0.00%
+281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$137.51,0.00%
+282,173,Printing ink manufacturing,"$6,373,572.26",$164.33,0.00%
+283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$4,800.88",0.00%
+284,302,Automatic environmental control manufacturing,"$4,809,195.11",$108.51,0.00%
+285,58,Dog and cat food manufacturing,"$23,319,111.08",$519.01,0.00%
+286,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$21,570.09",0.00%
+287,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$175.46,0.00%
+288,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$10,050.88",0.00%
+289,292,Other communications equipment manufacturing,"$381,770.64",$7.70,0.00%
+290,86,Rendering and meat byproduct processing,"$169,552.02",$3.30,0.00%
+291,118,Cut and sew apparel contractors,"$624,247.24",$12.03,0.00%
+292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$203.02,0.00%
+293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,212.37",0.00%
+294,122,Footwear manufacturing,"$1,145,231.54",$19.17,0.00%
+295,247,Small arms ammunition manufacturing,"$130,897.97",$2.13,0.00%
+296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$263.47,0.00%
+297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$24,412.53",0.00%
+298,121,Leather and hide tanning and finishing,"$1,328,163.62",$19.37,0.00%
+299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$205.69,0.00%
+300,123,Other leather and allied product manufacturing,"$17,594,328.12",$245.97,0.00%
+301,113,Curtain and linen mills,"$612,878.58",$8.43,0.00%
+302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$15,269.41",0.00%
+303,12,Dairy cattle and milk production,"$62,699,899.43",$728.70,0.00%
+304,114,Textile bag and canvas mills,"$11,730,951.51",$134.44,0.00%
+305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$32.01,0.00%
+306,103,Distilleries,"$59,042,281.71",$579.38,0.00%
+307,172,Toilet preparation manufacturing,"$51,736,916.86",$502.02,0.00%
+308,363,Dental laboratories,"$2,922,984.08",$27.10,0.00%
+309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$737.29,0.00%
+310,1,Oilseed farming,"$938,686.11",$6.29,0.00%
+311,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$7.39,0.00%
+312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$239.55,0.00%
+313,31,Support activities for oil and gas operations,"$1,698,256,439.85","$8,920.79",0.00%
+314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$69.95,0.00%
+315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$55.29,0.00%
+316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$17.76,0.00%
+317,109,Knit fabric mills,"$9,334,399.88",$33.43,0.00%
+318,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$84.45,0.00%
+319,33,Other nonmetallic minerals services,"$83,884,373.37",$243.43,0.00%
+320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.23,0.00%
+321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$67.00,0.00%
+322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$8.13,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.32,0.00%
+324,25,Other metal ore mining,"$65,796,499.90",$73.50,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$39.18,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$66.47,0.00%
+327,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+328,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+329,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+330,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+331,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+332,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+333,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+334,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+335,511,State government passenger transit,$0.00,$0.00,0.00%
+336,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+337,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+338,412,Sound recording industries,$0.00,$0.00,0.00%
+339,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+340,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+341,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+342,237,Hardware manufacturing,$0.00,$0.00,0.00%
+343,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+344,200,Lime manufacturing,$0.00,$0.00,0.00%
+345,60,Flour milling,$0.00,$0.00,0.00%
+346,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+347,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+348,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+349,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+350,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+351,23,Iron ore mining,$0.00,$0.00,0.00%
+352,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+353,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+354,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+355,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+356,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+357,61,Rice milling,$0.00,$0.00,0.00%
+358,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+359,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+360,193,Glass container manufacturing,$0.00,$0.00,0.00%
+361,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+362,137,Paper mills,$0.00,$0.00,0.00%
+363,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+364,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+365,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+366,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+367,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+368,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+369,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+370,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+371,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+372,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+373,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+374,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+375,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+376,8,Cotton farming,$0.00,$0.00,0.00%
+377,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+378,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+379,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+380,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+381,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+382,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+383,138,Paperboard mills,$0.00,$0.00,0.00%
+384,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+385,117,Apparel knitting mills,$0.00,$0.00,0.00%
+386,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+387,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+388,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+389,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+390,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+391,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+392,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+393,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+394,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+395,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+396,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+397,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+398,111,Fabric coating mills,$0.00,$0.00,0.00%
+399,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+400,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+401,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+402,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+403,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+404,83,Poultry processing,$0.00,$0.00,0.00%
+405,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+406,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+407,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+408,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+409,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+410,63,Wet corn milling,$0.00,$0.00,0.00%
+411,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+412,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+413,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+414,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+415,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+416,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+417,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+418,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+419,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+420,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+421,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+422,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+423,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+424,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+425,409,Greeting card publishing,$0.00,$0.00,0.00%
+426,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+427,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+428,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+429,98,All other food manufacturing,$0.00,$0.00,0.00%
+430,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+431,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+432,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+433,318,Battery manufacturing,$0.00,$0.00,0.00%
+434,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+435,145,Support activities for printing,$0.00,$0.00,0.00%
+436,357,Mattress manufacturing,$0.00,$0.00,0.00%
+437,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+438,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+439,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+440,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+441,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+442,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+443,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+444,17,Commercial fishing,$0.00,$0.00,0.00%
+445,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+446,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+447,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+448,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+449,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+450,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+451,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+452,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+453,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+454,186,Tire manufacturing,$0.00,$0.00,0.00%
+455,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+456,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+457,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+458,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+459,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+460,112,Carpet and rug mills,$0.00,$0.00,0.00%
+461,5,Tree nut farming,$0.00,$0.00,0.00%
+462,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+463,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+464,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+465,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+466,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+467,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+468,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+469,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+470,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+471,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+472,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+473,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+474,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+475,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+476,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+477,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+478,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+479,241,Metal heat treating,$0.00,$0.00,0.00%
+480,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+481,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+482,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+483,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+484,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+485,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+486,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+487,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+488,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+489,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+490,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+491,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+492,77,Cheese manufacturing,$0.00,$0.00,0.00%
+493,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+494,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+495,328,Motor home manufacturing,$0.00,$0.00,0.00%
+496,210,Steel wire drawing,$0.00,$0.00,0.00%
+497,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+498,75,Canned specialties,$0.00,$0.00,0.00%
+499,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+500,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+501,343,Ship building and repairing,$0.00,$0.00,0.00%
+502,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+503,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+504,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+505,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+506,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+507,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+508,41,Electric power generation - All other,$0.00,$0.00,0.00%
+509,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+510,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+511,7,Tobacco farming,$0.00,$0.00,0.00%
+512,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+513,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+514,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+515,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+516,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+517,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+518,344,Boat building,$0.00,$0.00,0.00%
+519,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+520,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+521,161,Fertilizer mixing,$0.00,$0.00,0.00%
+522,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+523,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+524,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+525,512,State government electric utilities,$0.00,$0.00,0.00%
+526,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+527,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+528,136,Pulp mills,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/occupation_impacts_table.csv
new file mode 100644
index 0000000..0ffd818
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,89.98,86.23,"$11,131,057.52","$2,073,818.00","$13,204,875.52","201,042.53"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",17.80,17.15,"$2,841,313.48","$546,924.09","$3,388,237.56","38,450.49"
+11-3000,Operations Specialties Managers,47.71,46.34,"$7,041,120.94","$1,370,722.47","$8,411,843.41","102,754.28"
+11-9000,Other Management Occupations,151.77,146.26,"$10,627,242.33","$1,911,982.27","$12,539,224.60","329,168.04"
+13-1000,Business Operations Specialists,216.75,209.40,"$14,455,466.51","$2,665,935.62","$17,121,402.12","439,660.71"
+13-2000,Financial Specialists,44.56,43.08,"$3,551,018.17","$643,785.30","$4,194,803.47","89,339.23"
+15-1200,Computer Occupations,33.72,32.62,"$3,881,566.23","$726,974.86","$4,608,541.09","67,379.63"
+15-2000,Mathematical Science Occupations,2.24,2.17,"$270,464.56","$48,839.09","$319,303.64","4,452.43"
+17-1000,"Architects, Surveyors, and Cartographers",4.69,4.53,"$250,608.49","$42,843.42","$293,451.90","9,541.61"
+17-2000,Engineers,95.24,92.91,"$8,575,228.61","$1,732,726.50","$10,307,955.11","198,192.07"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.10,25.52,"$1,971,745.79","$400,285.26","$2,372,031.05","51,644.31"
+19-1000,Life Scientists,0.65,0.61,"$61,560.28","$10,547.24","$72,107.51","1,271.15"
+19-2000,Physical Scientists,0.92,0.89,"$110,286.66","$21,808.77","$132,095.43","1,851.76"
+19-3000,Social Scientists and Related Workers,0.43,0.39,"$40,212.87","$7,324.76","$47,537.63",782.97
+19-4000,"Life, Physical, and Social Science Technicians",1.33,1.28,"$98,063.70","$19,255.44","$117,319.14","2,460.76"
+19-5000,Occupational Health and Safety Specialists and Technicians,10.77,10.44,"$592,315.69","$110,371.54","$702,687.22","21,836.57"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",5.96,5.33,"$290,522.54","$54,872.48","$345,395.02","10,344.55"
+21-2000,Religious Workers,1.93,1.67,"$81,903.51","$11,903.17","$93,806.68","3,816.15"
+23-1000,"Lawyers, Judges, and Related Workers",3.98,3.82,"$632,305.33","$109,556.26","$741,861.59","8,526.88"
+23-2000,Legal Support Workers,2.25,2.15,"$123,590.01","$21,166.20","$144,756.21","4,046.87"
+25-1000,Postsecondary Teachers,0.98,0.89,"$63,563.89","$14,150.26","$77,714.15","1,462.48"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",3.45,3.03,"$131,906.97","$25,013.11","$156,920.07","5,865.22"
+25-3000,Other Teachers and Instructors,2.72,2.43,"$100,406.63","$19,919.47","$120,326.10","3,464.36"
+25-4000,"Librarians, Curators, and Archivists",0.15,0.13,"$7,302.08","$1,245.83","$8,547.92",243.16
+25-9000,Other Educational Instruction and Library Occupations,1.92,1.70,"$68,951.26","$13,016.94","$81,968.20","2,691.83"
+27-1000,Art and Design Workers,4.90,4.67,"$339,494.49","$61,530.19","$401,024.68","8,886.72"
+27-2000,"Entertainers and Performers, Sports and Related Workers",2.09,1.86,"$116,780.58","$20,118.33","$136,898.91","2,931.97"
+27-3000,Media and Communication Workers,3.93,3.73,"$278,676.52","$51,384.36","$330,060.89","7,307.44"
+27-4000,Media and Communication Equipment Workers,1.30,1.22,"$73,066.53","$12,414.61","$85,481.14","2,220.69"
+29-1000,Healthcare Diagnosing or Treating Practitioners,17.69,16.28,"$2,177,230.04","$425,005.80","$2,602,235.84","31,860.70"
+29-2000,Health Technologists and Technicians,9.11,8.34,"$509,655.42","$99,991.49","$609,646.91","16,023.08"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.32,0.30,"$22,249.68","$4,213.85","$26,463.52",602.36
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",16.85,15.04,"$495,102.76","$96,401.59","$591,504.35","26,411.01"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.64,0.59,"$27,975.00","$5,562.99","$33,537.99",956.61
+31-9000,Other Healthcare Support Occupations,6.78,6.20,"$265,016.08","$50,289.91","$315,305.99","10,960.81"
+33-1000,Supervisors of Protective Service Workers,0.55,0.51,"$42,393.28","$7,786.97","$50,180.25","1,176.07"
+33-2000,Firefighting and Prevention Workers,0.62,0.57,"$22,318.26","$3,866.14","$26,184.40","1,562.84"
+33-3000,Law Enforcement Workers,0.09,0.08,"$5,403.99","$1,300.97","$6,704.96",194.47
+33-9000,Other Protective Service Workers,10.74,9.87,"$527,794.20","$93,456.77","$621,250.97","17,567.19"
+35-1000,Supervisors of Food Preparation and Serving Workers,8.52,6.79,"$387,226.73","$54,885.45","$442,112.18","14,197.83"
+35-2000,Cooks and Food Preparation Workers,22.55,18.32,"$597,116.47","$87,135.10","$684,251.57","30,674.23"
+35-3000,Food and Beverage Serving Workers,45.03,35.92,"$1,048,560.80","$146,753.88","$1,195,314.68","48,971.07"
+35-9000,Other Food Preparation and Serving Related Workers,9.30,7.43,"$193,707.10","$27,215.85","$220,922.95","9,156.13"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.35,1.24,"$61,792.26","$10,994.88","$72,787.14","2,714.51"
+37-2000,Building Cleaning and Pest Control Workers,20.51,19.08,"$627,393.54","$118,094.98","$745,488.52","32,785.44"
+37-3000,Grounds Maintenance Workers,6.65,6.15,"$236,845.65","$41,779.67","$278,625.31","11,298.02"
+39-1000,Supervisors of Personal Care and Service Workers,0.80,0.70,"$42,659.93","$9,017.54","$51,677.47","1,409.76"
+39-2000,Animal Care and Service Workers,1.16,1.02,"$28,337.38","$4,241.19","$32,578.57","1,552.45"
+39-3000,Entertainment Attendants and Related Workers,2.47,2.13,"$64,468.85","$14,237.09","$78,705.94","2,800.86"
+39-4000,Funeral Service Workers,0.19,0.17,"$6,370.12",$915.95,"$7,286.07",299.63
+39-5000,Personal Appearance Workers,1.29,1.11,"$40,627.41","$6,087.81","$46,715.23","1,745.39"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.22,0.20,"$7,856.04","$1,468.29","$9,324.33",345.41
+39-7000,Tour and Travel Guides,0.93,0.86,"$50,990.06","$9,186.15","$60,176.21","1,008.11"
+39-9000,Other Personal Care and Service Workers,4.98,4.32,"$112,416.85","$20,263.94","$132,680.80","5,784.09"
+41-1000,Supervisors of Sales Workers,10.83,9.81,"$804,071.91","$162,219.61","$966,291.52","21,506.84"
+41-2000,Retail Sales Workers,54.66,48.09,"$1,778,626.89","$369,038.00","$2,147,664.88","76,544.64"
+41-3000,"Sales Representatives, Services",18.85,18.02,"$1,282,863.08","$225,712.59","$1,508,575.68","37,692.97"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",38.83,37.82,"$3,780,930.91","$711,233.75","$4,492,164.66","81,990.61"
+41-9000,Other Sales and Related Workers,4.87,4.64,"$377,976.83","$71,950.33","$449,927.15","9,086.90"
+43-1000,Supervisors of Office and Administrative Support Workers,19.77,18.95,"$1,394,198.39","$270,261.78","$1,664,460.17","39,052.40"
+43-2000,Communications Equipment Operators,0.15,0.14,"$7,095.77","$1,315.42","$8,411.19",256.19
+43-3000,Financial Clerks,45.34,43.55,"$2,052,720.98","$383,064.95","$2,435,785.93","80,708.92"
+43-4000,Information and Record Clerks,38.99,37.00,"$1,998,793.32","$380,374.59","$2,379,167.92","65,614.68"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",48.52,46.33,"$2,985,255.30","$706,090.22","$3,691,345.51","93,461.55"
+43-6000,Secretaries and Administrative Assistants,44.80,42.90,"$1,836,490.54","$338,552.91","$2,175,043.45","79,527.25"
+43-9000,Other Office and Administrative Support Workers,58.20,55.84,"$2,034,004.80","$376,278.11","$2,410,282.91","94,859.22"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.05,"$4,413.00",$879.06,"$5,292.07",121.23
+45-2000,Agricultural Workers,0.76,0.70,"$39,092.76","$7,605.71","$46,698.47","1,347.25"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$28.71,$7.64,$36.35,1.54
+45-4000,"Forest, Conservation, and Logging Workers",0.07,0.06,"$3,685.58",$905.95,"$4,591.53",144.50
+47-1000,Supervisors of Construction and Extraction Workers,163.09,157.76,"$6,911,735.18","$1,212,611.63","$8,124,346.81","351,450.19"
+47-2000,Construction Trades Workers,517.14,500.41,"$17,197,884.87","$3,054,886.09","$20,252,770.95","977,887.44"
+47-3000,"Helpers, Construction Trades",11.52,11.14,"$244,447.22","$42,589.48","$287,036.70","18,830.25"
+47-4000,Other Construction and Related Workers,7.41,7.18,"$397,094.73","$75,972.51","$473,067.24","14,641.14"
+47-5000,Extraction Workers,18.23,17.93,"$411,588.72","$92,106.65","$503,695.37","43,326.38"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",13.56,12.95,"$1,112,354.14","$219,684.96","$1,332,039.11","30,019.65"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.05,4.79,"$352,228.63","$70,179.71","$422,408.34","10,612.25"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",34.86,32.08,"$1,978,097.11","$369,241.09","$2,347,338.19","70,064.79"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",78.47,75.90,"$4,926,328.59","$971,275.28","$5,897,603.87","161,326.30"
+51-1000,Supervisors of Production Workers,38.63,37.90,"$3,874,921.34","$791,062.55","$4,665,983.89","85,458.70"
+51-2000,Assemblers and Fabricators,161.28,158.45,"$10,148,524.05","$2,101,970.52","$12,250,494.57","314,499.30"
+51-3000,Food Processing Workers,1.80,1.55,"$69,123.51","$15,305.00","$84,428.50","3,001.31"
+51-4000,Metal Workers and Plastic Workers,194.34,190.73,"$13,419,606.76","$2,712,348.45","$16,131,955.21","398,208.91"
+51-5100,Printing Workers,0.71,0.68,"$42,264.10","$7,997.65","$50,261.75","1,314.41"
+51-6000,"Textile, Apparel, and Furnishings Workers",1.65,1.52,"$68,612.11","$12,371.97","$80,984.08","2,824.80"
+51-7000,Woodworkers,1.77,1.72,"$81,000.63","$15,621.86","$96,622.49","3,396.71"
+51-8000,Plant and System Operators,2.15,2.10,"$169,666.72","$47,814.57","$217,481.29","4,536.92"
+51-9000,Other Production Occupations,86.04,84.23,"$5,612,441.24","$1,145,137.36","$6,757,578.61","167,718.19"
+53-1000,Supervisors of Transportation and Material Moving Workers,7.86,7.48,"$597,708.34","$120,301.24","$718,009.58","16,703.53"
+53-2000,Air Transportation Workers,1.05,0.99,"$132,165.04","$30,232.36","$162,397.39","1,960.46"
+53-3000,Motor Vehicle Operators,58.06,54.81,"$3,392,939.71","$747,811.82","$4,140,751.53","117,673.21"
+53-4000,Rail Transportation Workers,0.75,0.70,"$65,790.86","$19,443.70","$85,234.56","1,780.92"
+53-5000,Water Transportation Workers,1.41,1.32,"$139,397.04","$25,466.70","$164,863.75","3,316.05"
+53-6000,Other Transportation Workers,2.62,2.31,"$98,120.49","$18,722.96","$116,843.46","4,024.33"
+53-7000,Material Moving Workers,99.82,95.41,"$4,766,422.24","$932,490.19","$5,698,912.43","170,802.35"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/tax_results.csv
new file mode 100644
index 0000000..7cc6c66
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$145,206.45","$1,213,688.67","$876,947.95","$5,636,197.61","$38,387,384.32","$46,259,424.99"
+2 - Indirect,"$114,990.19","$946,511.11","$668,029.24","$3,252,202.93","$8,775,654.54","$13,757,388.01"
+3 - Induced,"$141,548.37","$1,162,121.11","$816,908.03","$3,762,281.60","$6,623,743.02","$12,506,602.13"
+,"$401,745.01","$3,322,320.89","$2,361,885.21","$12,650,682.13","$53,786,781.88","$72,523,415.12"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..8c1b413
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,624.57"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,729.52"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,846,246.27"
+4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.22"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.49"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,962.56"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,292.04"
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,586.83"
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,707,162.58"
+11,224,Nonferrous forging,"$17,187,170.89","$302,038.25"
+12,460,Other support services,"$116,743,407.01","$2,030,136.98"
+13,223,Iron and steel forging,"$52,274,449.17","$876,957.67"
+14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$16,049,266.12"
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,835,147.56"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/direct_leakages.csv
new file mode 100644
index 0000000..eb758d1
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+$-0.00,N/A,"$454,022,927.72"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..1dd593f
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,"3,825.02","$331,661,594.84","$451,875,645.23","$1,272,716,255.86"
+2 - Indirect,"1,117.31","$71,323,959.67","$120,661,575.44","$255,033,989.84"
+3 - Induced,"1,099.94","$50,450,550.80","$113,780,963.67","$203,194,716.59"
+,"6,042.28","$453,436,105.31","$686,318,184.33","$1,730,944,962.30"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..2266320
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,697,265.10",6828.16%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,464.65",309.17%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,693,819.43",149.62%
+4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00",76.24%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,212.51",66.19%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.03",63.98%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,925.75",20.82%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.17",15.95%
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,212.40",8.90%
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,428,295.09",5.41%
+11,224,Nonferrous forging,"$17,187,170.89","$604,079.65",3.51%
+12,460,Other support services,"$116,743,407.01","$4,063,974.15",3.48%
+13,223,Iron and steel forging,"$52,274,449.17","$1,753,925.68",3.36%
+14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,118,975.30",3.31%
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,681,073.37",3.23%
+16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$194,699.78",3.07%
+17,254,Construction machinery manufacturing,"$33,431,733.61","$883,451.11",2.64%
+18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$426,371.20",2.60%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$154,595.26",2.57%
+20,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$4,094.41",2.32%
+21,457,Investigation and security services,"$59,623,127.89","$1,378,750.39",2.31%
+22,454,Employment services,"$387,522,663.46","$8,928,796.83",2.30%
+23,199,Other concrete product manufacturing,"$20,536,708.26","$434,392.99",2.12%
+24,455,Business support services,"$81,622,923.15","$1,674,629.07",2.05%
+25,453,Facilities support services,"$18,809,929.65","$380,721.17",2.02%
+26,197,Concrete block and brick manufacturing,"$4,381,689.69","$86,938.64",1.98%
+27,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$9,939,246.13",1.75%
+28,451,Management of companies and enterprises,"$529,170,690.74","$9,214,240.96",1.74%
+29,399,Truck transportation,"$1,193,488,141.88","$18,658,725.52",1.56%
+30,440,Specialized design services,"$35,933,528.26","$554,049.33",1.54%
+31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$78,666.60",1.46%
+32,196,Ready-mix concrete manufacturing,"$285,491,907.84","$4,104,400.40",1.44%
+33,337,Aircraft manufacturing,"$86,772,712.07","$1,228,592.05",1.42%
+34,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$7,759,693.06",1.39%
+35,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,069,372.67",1.37%
+36,403,Couriers and messengers,"$213,253,723.63","$2,822,591.64",1.32%
+37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$1,158,661.07",1.31%
+38,508,Postal service,"$125,450,187.77","$1,541,125.82",1.23%
+39,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$1,122,615.20",1.22%
+40,447,"Advertising, public relations, and related services","$76,206,587.86","$889,459.65",1.17%
+41,26,Stone mining and quarrying,"$31,976,061.34","$364,093.82",1.14%
+42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$6,381,037.64",1.11%
+43,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$2,613,729.10",1.07%
+44,418,"Data processing, hosting, and related services","$291,048,307.59","$3,067,311.52",1.05%
+45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$5,873,051.76",1.04%
+46,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$1,534,056.92",0.99%
+47,432,Automotive equipment rental and leasing,"$102,405,091.42","$1,006,613.09",0.98%
+48,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$7,961,338.56",0.98%
+49,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$3,144,088.56",0.97%
+50,413,Radio and television broadcasting,"$128,460,835.20","$1,244,795.44",0.97%
+51,437,Legal services,"$411,686,987.07","$3,984,221.43",0.97%
+52,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$1,093,726.13",0.97%
+53,452,Office administrative services,"$121,416,424.85","$1,130,166.27",0.93%
+54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$1,000,200.47",0.91%
+55,406,Periodical publishers,"$16,212,170.93","$145,828.71",0.90%
+56,479,Commercial Sports Except Racing,"$3,476,338.42","$31,172.82",0.90%
+57,448,Photographic services,"$6,946,918.71","$62,293.97",0.90%
+58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$2,312,042.03",0.88%
+59,42,Electric power transmission and distribution,"$1,117,279,919.78","$9,664,667.24",0.87%
+60,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$4,598,799.64",0.86%
+61,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$2,633,635.24",0.84%
+62,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,853,551.68",0.84%
+63,43,Natural gas distribution,"$226,004,592.60","$1,870,479.46",0.83%
+64,404,Warehousing and storage,"$190,282,196.62","$1,561,723.22",0.82%
+65,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$11,245,779.96",0.82%
+66,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$1,044,769.82",0.82%
+67,458,Services to buildings,"$210,863,686.06","$1,718,423.26",0.81%
+68,414,Cable and other subscription programming,"$23,580,404.28","$191,439.79",0.81%
+69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$4,260,833.66",0.81%
+70,505,Business and professional associations,"$86,788,585.52","$696,575.41",0.80%
+71,509,Federal electric utilities,"$17,146,395.42","$134,729.18",0.79%
+72,487,Fitness and recreational sports centers,"$47,685,531.12","$374,224.44",0.78%
+73,492,Limited-service restaurants,"$1,041,352,547.93","$8,131,939.58",0.78%
+74,408,"Directory, mailing list, and other publishers","$4,955,701.45","$38,688.18",0.78%
+75,431,Owner-occupied housing,"$4,444,497,247.52","$34,391,808.54",0.77%
+76,466,Offices of dentists,"$271,899,263.02","$2,067,281.81",0.76%
+77,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$186,421.21",0.76%
+78,410,Software publishers,"$184,892,079.62","$1,400,784.83",0.76%
+79,472,Hospitals,"$775,130,452.97","$5,855,403.19",0.76%
+80,499,Personal care services,"$105,986,766.41","$797,480.41",0.75%
+81,396,Air transportation,"$185,983,832.23","$1,393,522.62",0.75%
+82,390,Retail - Health and personal care stores,"$189,122,051.74","$1,414,342.61",0.75%
+83,495,Car washes,"$60,896,626.31","$451,688.87",0.74%
+84,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$62,891.44",0.74%
+85,443,"Other computer related services, including facilities management","$44,926,337.84","$330,554.20",0.74%
+86,491,Full-service restaurants,"$957,773,115.52","$7,043,902.45",0.74%
+87,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$942,298.27",0.73%
+88,462,Elementary and secondary schools,"$34,238,275.96","$250,203.33",0.73%
+89,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$7,206,089.02",0.73%
+90,394,Retail - General merchandise stores,"$553,647,942.57","$4,030,442.30",0.73%
+91,425,Direct life insurance carriers,"$42,208,644.52","$306,482.87",0.73%
+92,387,Retail - Electronics and appliance stores,"$60,211,745.28","$435,655.04",0.72%
+93,514,Local government passenger transit,"$2,981,749.49","$21,332.60",0.72%
+94,389,Retail - Food and beverage stores,"$517,469,128.57","$3,671,958.04",0.71%
+95,475,Individual and family services,"$223,584,092.68","$1,577,374.13",0.71%
+96,515,Local government electric utilities,"$7,801,045.18","$54,981.24",0.70%
+97,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,598,066.62",0.70%
+98,461,Waste management and remediation services,"$225,632,059.53","$1,579,035.38",0.70%
+99,400,Transit and ground passenger transportation,"$87,175,571.40","$602,107.34",0.69%
+100,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,704,025.57",0.69%
+101,478,Performing arts companies,"$63,413,148.22","$434,338.43",0.68%
+102,484,Amusement parks and arcades,"$8,147,368.71","$55,797.46",0.68%
+103,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$1,417,668.74",0.68%
+104,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$18,954.30",0.67%
+105,459,Landscape and horticultural services,"$275,016,411.40","$1,820,432.38",0.66%
+106,405,Newspaper publishers,"$75,385,661.65","$496,708.35",0.66%
+107,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$31,554.51",0.65%
+108,465,Offices of physicians,"$740,188,232.97","$4,819,839.11",0.65%
+109,426,"Insurance carriers, except direct life","$545,149,698.92","$3,530,423.02",0.65%
+110,221,Custom roll forming,"$23,817,580.17","$153,081.24",0.64%
+111,510,Other federal government enterprises,"$1,867,051.07","$11,975.50",0.64%
+112,502,Other personal services,"$178,806,274.18","$1,145,947.92",0.64%
+113,503,Religious organizations,"$135,764,739.85","$864,395.60",0.64%
+114,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$715,537.32",0.63%
+115,44,"Water, sewage and other systems","$21,303,485.72","$132,481.30",0.62%
+116,506,Labor and civic organizations,"$105,944,986.89","$658,197.79",0.62%
+117,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$1,552,088.50",0.62%
+118,507,Private households,"$17,924,890.71","$110,124.09",0.61%
+119,481,"Independent artists, writers, and performers","$137,990,888.93","$838,694.02",0.61%
+120,439,"Architectural, engineering, and related services","$663,216,940.93","$4,007,342.34",0.60%
+121,473,Nursing and community care facilities,"$273,693,670.49","$1,640,840.00",0.60%
+122,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$430,150.47",0.58%
+123,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$3,920,845.56",0.58%
+124,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$1,354,268.71",0.58%
+125,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$4,168,697.18",0.57%
+126,476,Child day care services,"$173,556,969.71","$985,428.53",0.57%
+127,449,Veterinary services,"$101,826,770.30","$577,269.51",0.57%
+128,21,Coal mining,"$2,911,704,202.57","$16,441,101.49",0.56%
+129,424,Other financial investment activities,"$1,738,609,271.81","$9,744,080.19",0.56%
+130,464,Other educational services,"$276,105,016.01","$1,542,773.20",0.56%
+131,444,Management consulting services,"$251,198,056.46","$1,402,612.52",0.56%
+132,493,All other food and drinking places,"$603,532,483.05","$3,353,835.67",0.56%
+133,516,Other local government enterprises,"$776,177,579.59","$4,305,073.41",0.55%
+134,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$777,491.23",0.55%
+135,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,886,484.91",0.55%
+136,468,Outpatient care centers,"$330,858,673.33","$1,819,422.50",0.55%
+137,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$1,005,840.18",0.54%
+138,513,Other state government enterprises,"$14,156,836.55","$75,725.25",0.53%
+139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$5,727,885.28",0.53%
+140,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$13,500.89",0.52%
+141,242,Metal coating and nonprecious engraving,"$8,101,071.47","$41,471.47",0.51%
+142,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$626,287.22",0.51%
+143,415,Wired telecommunications carriers,"$765,674,352.28","$3,832,900.80",0.50%
+144,429,Other real estate,"$4,970,388,101.43","$24,688,946.83",0.50%
+145,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$715,050.90",0.49%
+146,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$224,778.74",0.49%
+147,3,Vegetable and melon farming,"$6,609,930.97","$32,434.38",0.49%
+148,104,Tobacco manufacturing,"$6,603,883.06","$31,925.72",0.48%
+149,201,Gypsum product manufacturing,"$62,726,288.59","$297,802.59",0.47%
+150,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$23,244.13",0.47%
+151,469,Medical and diagnostic laboratories,"$105,938,912.27","$487,930.25",0.46%
+152,398,Water transportation,"$11,961,984.14","$54,171.51",0.45%
+153,411,Motion picture and video industries,"$109,931,494.98","$492,889.71",0.45%
+154,239,Machine shops,"$129,567,269.37","$579,881.45",0.45%
+155,203,Cut stone and stone product manufacturing,"$1,374,172.26","$6,148.09",0.45%
+156,430,Tenant-occupied housing,"$1,046,341,198.42","$4,664,365.01",0.45%
+157,500,Death care services,"$46,286,967.10","$204,103.58",0.44%
+158,195,Cement manufacturing,"$132,407,672.79","$574,537.05",0.43%
+159,4,Fruit farming,"$384,884.42","$1,643.44",0.43%
+160,229,Plate work manufacturing,"$7,212,949.34","$30,679.17",0.43%
+161,471,Other ambulatory health care services,"$103,224,782.99","$405,474.76",0.39%
+162,467,Offices of other health practitioners,"$364,689,970.79","$1,400,657.46",0.38%
+163,470,Home health care services,"$73,759,567.90","$279,164.94",0.38%
+164,391,Retail - Gasoline stores,"$487,933,166.50","$1,839,140.91",0.38%
+165,501,Dry-cleaning and laundry services,"$83,675,246.11","$313,998.89",0.38%
+166,139,Paperboard container manufacturing,"$2,219,895.78","$8,133.57",0.37%
+167,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$5,214.05",0.36%
+168,486,Other amusement and recreation industries,"$263,123,626.14","$925,119.98",0.35%
+169,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$45,514.84",0.34%
+170,407,Book publishers,"$8,704,740.33","$28,892.98",0.33%
+171,125,Wood preservation,"$25,246,163.52","$82,258.46",0.33%
+172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$32,106.45",0.32%
+173,485,Gambling industries (except casino hotels),"$417,593,840.35","$1,238,729.70",0.30%
+174,37,Electric power generation - Solar,"$4,333,055.09","$12,427.11",0.29%
+175,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$5,509,383.79",0.29%
+176,38,Electric power generation - Wind,"$185,428,436.16","$531,805.02",0.29%
+177,27,Sand and gravel mining,"$216,223,131.49","$610,391.75",0.28%
+178,488,Bowling centers,"$21,593,225.39","$59,206.85",0.27%
+179,480,Racing and Track Operation,"$6,801,162.46","$18,431.53",0.27%
+180,442,Computer systems design services,"$304,936,867.78","$794,855.53",0.26%
+181,144,Printing,"$57,542,256.23","$143,464.29",0.25%
+182,434,Video tape and disc rental,"$3,473,473.59","$8,421.29",0.24%
+183,368,Sign manufacturing,"$23,533,228.46","$56,976.54",0.24%
+184,124,Sawmills,"$141,329,754.94","$333,600.41",0.24%
+185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$9,748.82",0.23%
+186,226,Handtool manufacturing,"$14,510,909.57","$29,074.39",0.20%
+187,220,Nonferrous metal foundries,"$16,365,994.89","$31,280.83",0.19%
+188,456,Travel arrangement and reservation services,"$498,338,395.79","$943,228.00",0.19%
+189,228,Fabricated structural metal manufacturing,"$108,558,620.40","$190,158.09",0.18%
+190,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$18,974.16",0.17%
+191,146,Petroleum refineries,"$6,572,475,454.77","$11,228,625.07",0.17%
+192,397,Rail transportation,"$1,846,923,315.97","$3,131,585.29",0.17%
+193,238,Spring and wire product manufacturing,"$10,164,502.90","$17,003.06",0.17%
+194,100,Manufactured ice,"$3,942,329.02","$6,553.25",0.17%
+195,490,Other accommodations,"$130,132,793.65","$211,891.92",0.16%
+196,235,Metal cans manufacturing,"$84,837,591.04","$134,091.48",0.16%
+197,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$18,738.47",0.14%
+198,446,Scientific research and development services,"$1,017,623,425.88","$1,424,714.00",0.14%
+199,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$121,830.32",0.14%
+200,32,Metal mining services,"$40,137,198.28","$52,054.80",0.13%
+201,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$14,620.17",0.13%
+202,175,Custom compounding of purchased resins,"$17,576,678.87","$21,891.19",0.12%
+203,441,Custom computer programming services,"$266,955,199.74","$331,503.46",0.12%
+204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$1,259,248.50",0.12%
+205,16,Commercial logging,"$38,196,492.13","$44,848.87",0.12%
+206,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$100,795.75",0.12%
+207,185,Other plastics product manufacturing,"$54,262,105.84","$56,043.10",0.10%
+208,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$6,193.46",0.10%
+209,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$84,139.83",0.10%
+210,132,Wood container and pallet manufacturing,"$5,150,805.78","$4,877.82",0.09%
+211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$166,109.40",0.09%
+212,174,Explosives manufacturing,"$52,050,877.00","$47,693.49",0.09%
+213,10,All other crop farming,"$163,550,998.97","$148,194.36",0.09%
+214,18,Commercial hunting and trapping,"$23,256,232.55","$20,432.61",0.09%
+215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$154,119.51",0.09%
+216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$27,132.88",0.08%
+217,251,Other fabricated metal manufacturing,"$30,533,977.78","$21,845.25",0.07%
+218,20,Oil and gas extraction,"$4,984,035,362.50","$2,797,278.92",0.06%
+219,329,Travel trailer and camper manufacturing,"$11,059,948.62","$6,122.10",0.06%
+220,401,Pipeline transportation,"$1,611,889,849.10","$840,752.28",0.05%
+221,102,Wineries,"$2,616,541.19","$1,354.13",0.05%
+222,366,"Doll, toy, and game manufacturing","$8,851,137.40","$4,269.77",0.05%
+223,231,Sheet metal work manufacturing,"$2,174,657.13","$1,018.33",0.05%
+224,13,Poultry and egg production,"$69,842,214.62","$32,580.58",0.05%
+225,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$54,752.16",0.04%
+226,116,Other textile product mills,"$18,711,047.72","$7,793.15",0.04%
+227,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$2,703.12",0.04%
+228,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,812.78",0.04%
+229,101,Breweries,"$54,815,146.01","$22,117.41",0.04%
+230,19,Support activities for agriculture and forestry,"$44,762,204.87","$17,585.32",0.04%
+231,79,Fluid milk manufacturing,"$4,900,848.36","$1,753.26",0.04%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$256.14,0.04%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$13,006.99",0.03%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$19,831.82",0.03%
+235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$997.04,0.03%
+236,2,Grain farming,"$130,099,289.43","$32,253.46",0.02%
+237,364,Jewelry and silverware manufacturing,"$9,505,473.72","$2,207.12",0.02%
+238,265,Industrial mold manufacturing,"$419,356.03",$95.82,0.02%
+239,59,Other animal food manufacturing,"$23,797,093.38","$4,788.11",0.02%
+240,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$23,442.13",0.02%
+241,85,Meat processed from carcasses,"$59,683,965.53","$11,456.98",0.02%
+242,370,Musical instrument manufacturing,"$937,638.70",$178.57,0.02%
+243,151,Petrochemical manufacturing,"$673,077,918.86","$127,289.71",0.02%
+244,281,Welding and soldering equipment manufacturing,"$6,471,097.46","$1,211.51",0.02%
+245,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$95,400.26",0.02%
+246,354,Custom architectural woodwork and millwork,"$78,271.86",$14.52,0.02%
+247,62,Malt manufacturing,"$10,977,359.34","$2,028.50",0.02%
+248,373,Burial casket manufacturing,"$6,137,323.55","$1,125.88",0.02%
+249,188,Other rubber product manufacturing,"$4,573,849.57",$836.30,0.02%
+250,66,Breakfast cereal manufacturing,"$8,312,290.22","$1,433.89",0.02%
+251,93,Other snack food manufacturing,"$10,656,196.90","$1,835.80",0.02%
+252,317,Relay and industrial control manufacturing,"$20,041,079.83","$3,356.82",0.02%
+253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94","$1,089.75",0.02%
+254,374,All other miscellaneous manufacturing,"$25,842,264.37","$4,270.30",0.02%
+255,311,Lighting fixture manufacturing,"$8,501,584.76","$1,375.95",0.02%
+256,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$3,297.36",0.01%
+257,15,"Forestry, forest products, and timber tract production","$319,991.92",$43.24,0.01%
+258,320,Other communication and energy wire manufacturing,"$38,208,866.07","$5,159.93",0.01%
+259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92","$1,461.90",0.01%
+260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$171.19,0.01%
+261,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$387.54,0.01%
+262,353,Wood office furniture manufacturing,"$616,006.76",$56.87,0.01%
+263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$9,125.12",0.01%
+264,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,901.18",0.01%
+265,84,"Animal, except poultry, slaughtering","$216,958,801.29","$19,684.90",0.01%
+266,260,All other industrial machinery manufacturing,"$303,218.25",$27.29,0.01%
+267,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$58,420.23",0.01%
+268,358,Blind and shade manufacturing,"$111,215.22",$9.24,0.01%
+269,9,Sugarcane and sugar beet farming,"$62,280,333.14","$5,158.94",0.01%
+270,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$82.75,0.01%
+271,94,Coffee and tea manufacturing,"$30,751,047.34","$2,476.45",0.01%
+272,67,Beet sugar manufacturing,"$209,970,196.03","$15,545.39",0.01%
+273,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$148.31,0.01%
+274,326,Motor vehicle body manufacturing,"$51,726,843.92","$3,484.41",0.01%
+275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$583.54,0.01%
+276,97,Spice and extract manufacturing,"$12,042,344.87",$733.75,0.01%
+277,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$189.92,0.01%
+278,24,Gold ore and silver ore mining,"$40,475,210.09","$2,428.56",0.01%
+279,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$55.86,0.01%
+280,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$9,250.85",0.01%
+281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$275.05,0.01%
+282,173,Printing ink manufacturing,"$6,373,572.26",$328.96,0.01%
+283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$9,618.15",0.01%
+284,58,Dog and cat food manufacturing,"$23,319,111.08","$1,055.04",0.00%
+285,302,Automatic environmental control manufacturing,"$4,809,195.11",$217.14,0.00%
+286,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$43,370.21",0.00%
+287,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$20,413.15",0.00%
+288,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$351.16,0.00%
+289,292,Other communications equipment manufacturing,"$381,770.64",$15.42,0.00%
+290,86,Rendering and meat byproduct processing,"$169,552.02",$6.71,0.00%
+291,118,Cut and sew apparel contractors,"$624,247.24",$24.46,0.00%
+292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$412.63,0.00%
+293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$4,425.60",0.00%
+294,122,Footwear manufacturing,"$1,145,231.54",$38.62,0.00%
+295,247,Small arms ammunition manufacturing,"$130,897.97",$4.29,0.00%
+296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$526.99,0.00%
+297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$49,576.06",0.00%
+298,121,Leather and hide tanning and finishing,"$1,328,163.62",$39.18,0.00%
+299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$411.73,0.00%
+300,123,Other leather and allied product manufacturing,"$17,594,328.12",$494.70,0.00%
+301,113,Curtain and linen mills,"$612,878.58",$17.09,0.00%
+302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$30,847.75",0.00%
+303,12,Dairy cattle and milk production,"$62,699,899.43","$1,479.40",0.00%
+304,114,Textile bag and canvas mills,"$11,730,951.51",$271.86,0.00%
+305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$64.06,0.00%
+306,103,Distilleries,"$59,042,281.71","$1,176.91",0.00%
+307,172,Toilet preparation manufacturing,"$51,736,916.86","$1,019.47",0.00%
+308,363,Dental laboratories,"$2,922,984.08",$55.10,0.00%
+309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44","$1,474.93",0.00%
+310,1,Oilseed farming,"$938,686.11",$12.76,0.00%
+311,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$14.85,0.00%
+312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$486.92,0.00%
+313,31,Support activities for oil and gas operations,"$1,698,256,439.85","$18,078.34",0.00%
+314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$141.52,0.00%
+315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$110.64,0.00%
+316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$36.03,0.00%
+317,109,Knit fabric mills,"$9,334,399.88",$67.26,0.00%
+318,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$170.16,0.00%
+319,33,Other nonmetallic minerals services,"$83,884,373.37",$492.33,0.00%
+320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$104.50,0.00%
+321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$134.10,0.00%
+322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$16.36,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$34.66,0.00%
+324,25,Other metal ore mining,"$65,796,499.90",$147.77,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$78.68,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$133.68,0.00%
+327,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+328,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+329,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+330,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+331,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+332,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+333,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+334,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+335,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+336,63,Wet corn milling,$0.00,$0.00,0.00%
+337,237,Hardware manufacturing,$0.00,$0.00,0.00%
+338,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+339,200,Lime manufacturing,$0.00,$0.00,0.00%
+340,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+341,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+342,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+343,8,Cotton farming,$0.00,$0.00,0.00%
+344,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+345,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+346,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+347,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+348,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+349,117,Apparel knitting mills,$0.00,$0.00,0.00%
+350,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+351,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+352,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+353,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+354,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+355,138,Paperboard mills,$0.00,$0.00,0.00%
+356,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+357,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+358,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+359,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+360,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+361,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+362,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+363,77,Cheese manufacturing,$0.00,$0.00,0.00%
+364,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+365,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+366,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+367,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+368,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+369,61,Rice milling,$0.00,$0.00,0.00%
+370,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+371,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+372,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+373,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+374,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+375,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+376,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+377,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+378,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+379,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+380,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+381,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+382,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+383,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+384,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+385,193,Glass container manufacturing,$0.00,$0.00,0.00%
+386,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+387,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+388,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+389,137,Paper mills,$0.00,$0.00,0.00%
+390,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+391,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+392,111,Fabric coating mills,$0.00,$0.00,0.00%
+393,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+394,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+395,98,All other food manufacturing,$0.00,$0.00,0.00%
+396,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+397,83,Poultry processing,$0.00,$0.00,0.00%
+398,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+399,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+400,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+401,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+402,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+403,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+404,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+405,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+406,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+407,357,Mattress manufacturing,$0.00,$0.00,0.00%
+408,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+409,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+410,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+411,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+412,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+413,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+414,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+415,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+416,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+417,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+418,409,Greeting card publishing,$0.00,$0.00,0.00%
+419,145,Support activities for printing,$0.00,$0.00,0.00%
+420,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+421,5,Tree nut farming,$0.00,$0.00,0.00%
+422,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+423,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+424,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+425,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+426,7,Tobacco farming,$0.00,$0.00,0.00%
+427,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+428,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+429,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+430,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+431,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+432,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+433,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+434,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+435,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+436,511,State government passenger transit,$0.00,$0.00,0.00%
+437,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+438,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+439,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+440,318,Battery manufacturing,$0.00,$0.00,0.00%
+441,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+442,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+443,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+444,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+445,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+446,412,Sound recording industries,$0.00,$0.00,0.00%
+447,17,Commercial fishing,$0.00,$0.00,0.00%
+448,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+449,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+450,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+451,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+452,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+453,210,Steel wire drawing,$0.00,$0.00,0.00%
+454,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+455,75,Canned specialties,$0.00,$0.00,0.00%
+456,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+457,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+458,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+459,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+460,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+461,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+462,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+463,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+464,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+465,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+466,241,Metal heat treating,$0.00,$0.00,0.00%
+467,60,Flour milling,$0.00,$0.00,0.00%
+468,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+469,23,Iron ore mining,$0.00,$0.00,0.00%
+470,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+471,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+472,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+473,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+474,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+475,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+476,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+477,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+478,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+479,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+480,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+481,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+482,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+483,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+484,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+485,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+486,112,Carpet and rug mills,$0.00,$0.00,0.00%
+487,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+488,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+489,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+490,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+491,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+492,186,Tire manufacturing,$0.00,$0.00,0.00%
+493,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+494,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+495,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+496,161,Fertilizer mixing,$0.00,$0.00,0.00%
+497,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+498,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+499,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+500,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+501,328,Motor home manufacturing,$0.00,$0.00,0.00%
+502,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+503,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+504,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+505,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+506,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+507,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+508,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+509,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+510,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+511,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+512,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+513,343,Ship building and repairing,$0.00,$0.00,0.00%
+514,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+515,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+516,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+517,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+518,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+519,344,Boat building,$0.00,$0.00,0.00%
+520,41,Electric power generation - All other,$0.00,$0.00,0.00%
+521,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+522,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+523,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+524,136,Pulp mills,$0.00,$0.00,0.00%
+525,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+526,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+527,512,State government electric utilities,$0.00,$0.00,0.00%
+528,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/occupation_impacts_table.csv
new file mode 100644
index 0000000..9b51db1
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,132.47,126.53,"$22,301,934.00","$4,154,891.09","$26,456,825.09","295,721.80"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",31.63,30.44,"$5,693,329.23","$1,095,769.63","$6,789,098.86","68,531.33"
+11-3000,Operations Specialties Managers,80.79,78.53,"$14,105,193.69","$2,745,597.94","$16,850,791.63","174,610.21"
+11-9000,Other Management Occupations,171.00,164.39,"$21,275,940.32","$3,827,920.95","$25,103,861.27","369,956.01"
+13-1000,Business Operations Specialists,287.33,277.50,"$28,941,507.71","$5,337,320.50","$34,278,828.21","580,492.58"
+13-2000,Financial Specialists,68.18,65.90,"$7,125,254.85","$1,291,461.49","$8,416,716.34","136,711.70"
+15-1200,Computer Occupations,61.30,59.28,"$7,780,957.61","$1,456,963.37","$9,237,920.98","122,563.23"
+15-2000,Mathematical Science Occupations,4.13,3.99,"$542,962.94","$98,027.56","$640,990.50","8,202.38"
+17-1000,"Architects, Surveyors, and Cartographers",5.65,5.45,"$501,839.09","$85,808.09","$587,647.18","11,489.01"
+17-2000,Engineers,148.20,144.95,"$17,156,114.57","$3,466,630.87","$20,622,745.44","310,032.37"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",46.38,45.41,"$3,944,321.18","$800,745.17","$4,745,066.35","92,118.79"
+19-1000,Life Scientists,1.30,1.22,"$124,164.85","$21,282.24","$145,447.09","2,564.18"
+19-2000,Physical Scientists,1.75,1.69,"$221,093.16","$43,717.94","$264,811.10","3,516.63"
+19-3000,Social Scientists and Related Workers,0.87,0.80,"$81,352.47","$14,825.25","$96,177.72","1,584.85"
+19-4000,"Life, Physical, and Social Science Technicians",2.60,2.51,"$196,614.50","$38,607.62","$235,222.12","4,794.77"
+19-5000,Occupational Health and Safety Specialists and Technicians,13.02,12.62,"$1,185,539.64","$220,942.91","$1,406,482.54","26,438.66"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",12.10,10.82,"$589,841.88","$111,420.91","$701,262.79","21,010.22"
+21-2000,Religious Workers,3.92,3.40,"$166,468.35","$24,192.76","$190,661.11","7,756.73"
+23-1000,"Lawyers, Judges, and Related Workers",7.10,6.81,"$1,270,881.39","$220,164.60","$1,491,045.99","15,157.62"
+23-2000,Legal Support Workers,4.30,4.11,"$248,591.94","$42,570.11","$291,162.05","7,743.95"
+25-1000,Postsecondary Teachers,1.98,1.80,"$129,109.37","$28,743.02","$157,852.39","2,970.73"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",7.02,6.17,"$268,049.64","$50,830.56","$318,880.21","11,920.10"
+25-3000,Other Teachers and Instructors,5.50,4.92,"$203,330.94","$40,353.17","$243,684.12","7,014.42"
+25-4000,"Librarians, Curators, and Archivists",0.30,0.26,"$14,807.39","$2,526.29","$17,333.68",493.15
+25-9000,Other Educational Instruction and Library Occupations,3.90,3.45,"$139,847.87","$26,406.59","$166,254.46","5,463.99"
+27-1000,Art and Design Workers,8.97,8.54,"$680,888.68","$123,396.18","$804,284.86","16,233.51"
+27-2000,"Entertainers and Performers, Sports and Related Workers",4.24,3.76,"$236,172.47","$40,681.63","$276,854.09","5,928.44"
+27-3000,Media and Communication Workers,7.52,7.12,"$559,771.75","$103,190.52","$662,962.27","13,921.18"
+27-4000,Media and Communication Equipment Workers,2.62,2.45,"$146,838.26","$24,949.65","$171,787.91","4,468.71"
+29-1000,Healthcare Diagnosing or Treating Practitioners,35.90,33.04,"$4,419,473.90","$862,857.10","$5,282,331.01","64,669.89"
+29-2000,Health Technologists and Technicians,18.48,16.93,"$1,033,856.98","$202,896.01","$1,236,752.99","32,515.98"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.65,0.60,"$45,073.68","$8,540.55","$53,614.24","1,221.82"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",34.23,30.54,"$1,005,265.29","$195,764.91","$1,201,030.20","53,642.45"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,1.30,1.19,"$56,832.24","$11,302.44","$68,134.69","1,943.79"
+31-9000,Other Healthcare Support Occupations,13.78,12.60,"$538,107.17","$102,124.12","$640,231.29","22,261.66"
+33-1000,Supervisors of Protective Service Workers,1.11,1.02,"$85,171.65","$15,649.61","$100,821.26","2,361.05"
+33-2000,Firefighting and Prevention Workers,1.24,1.15,"$44,685.67","$7,741.08","$52,426.75","3,128.87"
+33-3000,Law Enforcement Workers,0.18,0.16,"$10,841.69","$2,611.30","$13,452.98",390.06
+33-9000,Other Protective Service Workers,20.52,18.81,"$1,060,099.04","$187,728.93","$1,247,827.97","33,554.98"
+35-1000,Supervisors of Food Preparation and Serving Workers,17.27,13.77,"$784,923.82","$111,254.63","$896,178.45","28,785.19"
+35-2000,Cooks and Food Preparation Workers,44.17,35.64,"$1,209,899.97","$176,562.81","$1,386,462.78","59,824.06"
+35-3000,Food and Beverage Serving Workers,91.29,72.82,"$2,125,385.18","$297,458.43","$2,422,843.62","99,270.36"
+35-9000,Other Food Preparation and Serving Related Workers,18.84,15.05,"$392,349.35","$55,120.94","$447,470.30","18,548.00"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,2.53,2.31,"$124,417.83","$22,141.62","$146,559.45","5,087.22"
+37-2000,Building Cleaning and Pest Control Workers,36.17,33.46,"$1,261,094.40","$237,346.68","$1,498,441.08","57,637.42"
+37-3000,Grounds Maintenance Workers,11.81,10.86,"$476,312.09","$84,021.74","$560,333.82","20,083.88"
+39-1000,Supervisors of Personal Care and Service Workers,1.63,1.42,"$86,419.84","$18,257.97","$104,677.81","2,859.21"
+39-2000,Animal Care and Service Workers,2.36,2.07,"$57,529.31","$8,610.12","$66,139.43","3,151.97"
+39-3000,Entertainment Attendants and Related Workers,5.00,4.30,"$130,428.50","$28,795.49","$159,223.99","5,674.22"
+39-4000,Funeral Service Workers,0.40,0.34,"$12,946.61","$1,861.38","$14,807.99",609.04
+39-5000,Personal Appearance Workers,2.61,2.26,"$82,554.98","$12,369.38","$94,924.36","3,547.10"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.44,0.40,"$15,870.68","$2,966.43","$18,837.11",698.04
+39-7000,Tour and Travel Guides,1.87,1.72,"$102,494.15","$18,464.37","$120,958.52","2,027.65"
+39-9000,Other Personal Care and Service Workers,10.13,8.77,"$228,316.29","$41,156.43","$269,472.71","11,748.99"
+41-1000,Supervisors of Sales Workers,21.59,19.53,"$1,619,143.83","$326,833.55","$1,945,977.38","42,811.39"
+41-2000,Retail Sales Workers,110.15,96.87,"$3,593,252.35","$745,868.37","$4,339,120.72","154,089.27"
+41-3000,"Sales Representatives, Services",30.45,29.03,"$2,577,320.13","$453,441.09","$3,030,761.22","60,788.08"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",76.41,74.42,"$7,567,713.60","$1,423,438.49","$8,991,152.08","161,382.13"
+41-9000,Other Sales and Related Workers,9.53,9.08,"$757,766.45","$144,223.67","$901,990.12","17,781.69"
+43-1000,Supervisors of Office and Administrative Support Workers,32.12,30.72,"$2,795,468.80","$541,915.92","$3,337,384.72","63,405.43"
+43-2000,Communications Equipment Operators,0.31,0.28,"$14,296.06","$2,651.21","$16,947.27",516.60
+43-3000,Financial Clerks,68.87,66.02,"$4,114,404.02","$767,785.83","$4,882,189.84","122,754.33"
+43-4000,Information and Record Clerks,74.31,70.42,"$4,013,171.68","$763,689.71","$4,776,861.39","125,186.53"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",91.03,86.85,"$5,977,892.65","$1,414,590.14","$7,392,482.79","175,220.15"
+43-6000,Secretaries and Administrative Assistants,65.02,62.03,"$3,683,652.00","$679,056.41","$4,362,708.41","115,270.07"
+43-9000,Other Office and Administrative Support Workers,84.66,80.97,"$4,076,115.03","$754,043.25","$4,830,158.27","138,065.92"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.11,0.10,"$8,903.67","$1,773.90","$10,677.56",244.82
+45-2000,Agricultural Workers,1.53,1.41,"$78,767.14","$15,327.40","$94,094.53","2,715.60"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$58.34,$15.52,$73.86,3.13
+45-4000,"Forest, Conservation, and Logging Workers",0.14,0.13,"$7,401.66","$1,819.07","$9,220.73",290.20
+47-1000,Supervisors of Construction and Extraction Workers,168.52,163.06,"$13,832,360.21","$2,427,197.58","$16,259,557.79","363,292.38"
+47-2000,Construction Trades Workers,557.91,540.21,"$34,411,511.06","$6,113,158.65","$40,524,669.71","1,058,267.90"
+47-3000,"Helpers, Construction Trades",11.90,11.51,"$488,998.22","$85,197.58","$574,195.80","19,461.24"
+47-4000,Other Construction and Related Workers,9.80,9.51,"$794,850.91","$152,086.78","$946,937.69","19,425.66"
+47-5000,Extraction Workers,20.01,19.67,"$840,428.15","$188,208.47","$1,028,636.62","47,903.15"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",22.48,21.38,"$2,231,400.17","$440,776.62","$2,672,176.80","49,710.79"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",9.31,8.82,"$706,749.12","$140,825.73","$847,574.86","19,585.28"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",62.42,57.03,"$3,975,627.78","$742,123.22","$4,717,751.00","124,513.33"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",132.50,128.08,"$9,866,786.88","$1,945,540.70","$11,812,327.58","272,316.73"
+51-1000,Supervisors of Production Workers,75.66,74.24,"$7,751,485.14","$1,582,524.48","$9,334,009.62","167,430.43"
+51-2000,Assemblers and Fabricators,319.89,314.32,"$20,297,894.37","$4,204,089.73","$24,501,984.11","623,760.64"
+51-3000,Food Processing Workers,3.64,3.13,"$140,132.69","$31,048.21","$171,180.89","6,083.90"
+51-4000,Metal Workers and Plastic Workers,376.14,369.33,"$26,840,789.04","$5,425,025.36","$32,265,814.39","771,099.99"
+51-5100,Printing Workers,1.41,1.36,"$84,651.24","$16,016.91","$100,668.14","2,634.70"
+51-6000,"Textile, Apparel, and Furnishings Workers",3.33,3.06,"$137,970.44","$24,868.56","$162,839.01","5,683.32"
+51-7000,Woodworkers,2.89,2.81,"$162,083.00","$31,257.76","$193,340.76","5,578.76"
+51-8000,Plant and System Operators,3.86,3.78,"$341,298.70","$96,229.45","$437,528.15","8,151.77"
+51-9000,Other Production Occupations,169.12,165.58,"$11,228,410.95","$2,290,972.24","$13,519,383.19","329,959.22"
+53-1000,Supervisors of Transportation and Material Moving Workers,14.41,13.70,"$1,198,749.75","$241,307.84","$1,440,057.58","30,616.00"
+53-2000,Air Transportation Workers,2.00,1.88,"$266,376.38","$60,972.62","$327,349.00","3,702.42"
+53-3000,Motor Vehicle Operators,104.13,97.99,"$6,803,294.68","$1,499,423.59","$8,302,718.27","210,656.32"
+53-4000,Rail Transportation Workers,1.44,1.35,"$132,169.20","$39,057.10","$171,226.30","3,426.14"
+53-5000,Water Transportation Workers,2.84,2.65,"$280,028.17","$51,162.60","$331,190.78","6,661.83"
+53-6000,Other Transportation Workers,5.28,4.67,"$197,811.48","$37,730.58","$235,542.06","8,116.47"
+53-7000,Material Moving Workers,187.36,178.87,"$9,553,903.41","$1,869,425.71","$11,423,329.13","318,732.72"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/tax_results.csv
new file mode 100644
index 0000000..320ac4d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$291,766.65","$2,438,469.84","$1,761,669.10","$11,306,532.05","$76,801,971.28","$92,600,408.92"
+2 - Indirect,"$230,152.88","$1,894,439.13","$1,337,055.21","$6,509,044.00","$17,560,245.16","$27,530,936.38"
+3 - Induced,"$287,738.62","$2,362,352.36","$1,660,605.38","$7,647,939.67","$13,464,664.45","$25,423,300.48"
+,"$809,658.16","$6,695,261.32","$4,759,329.68","$25,463,515.72","$107,826,880.89","$145,554,645.77"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..269d280
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,697,265.10"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,464.65"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,693,819.43"
+4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,212.51"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.03"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,925.75"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.17"
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,212.40"
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,428,295.09"
+11,224,Nonferrous forging,"$17,187,170.89","$604,079.65"
+12,460,Other support services,"$116,743,407.01","$4,063,974.15"
+13,223,Iron and steel forging,"$52,274,449.17","$1,753,925.68"
+14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,118,975.30"
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,681,073.37"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..fabacef
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,26.87,"$5,052,983.37","$13,897,620.17","$23,500,000.00"
+2 - Indirect,24.55,"$1,730,511.92","$3,565,754.68","$7,529,253.61"
+3 - Induced,20.42,"$935,571.98","$2,109,556.69","$3,769,912.44"
+,71.84,"$7,719,067.28","$19,572,931.54","$34,799,166.05"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..e9f5937
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$2,911,704,202.57","$24,281,034.73",0.83%
+2,26,Stone mining and quarrying,"$31,976,061.34","$39,225.07",0.12%
+3,174,Explosives manufacturing,"$52,050,877.00","$62,884.22",0.12%
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$15,162.58",0.11%
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$421,189.49",0.08%
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$706,453.77",0.07%
+7,451,Management of companies and enterprises,"$529,170,690.74","$373,823.32",0.07%
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$434,962.04",0.06%
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$65,076.93",0.05%
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$2,675.23",0.05%
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$358,781.42",0.04%
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$367,699.35",0.03%
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$1,518.45",0.03%
+14,424,Other financial investment activities,"$1,738,609,271.81","$538,538.59",0.03%
+15,509,Federal electric utilities,"$17,146,395.42","$5,235.01",0.03%
+16,498,Personal and household goods repair and maintenance,"$109,517,563.73","$32,476.69",0.03%
+17,16,Commercial logging,"$38,196,492.13","$11,167.12",0.03%
+18,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$212,524.62",0.03%
+19,515,Local government electric utilities,"$7,801,045.18","$2,134.34",0.03%
+20,455,Business support services,"$81,622,923.15","$21,730.72",0.03%
+21,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$94,984.56",0.03%
+22,398,Water transportation,"$11,961,984.14","$3,102.83",0.03%
+23,458,Services to buildings,"$210,863,686.06","$53,934.55",0.03%
+24,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$62,025.84",0.03%
+25,397,Rail transportation,"$1,846,923,315.97","$436,600.49",0.02%
+26,403,Couriers and messengers,"$213,253,723.63","$50,150.02",0.02%
+27,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$130,550.62",0.02%
+28,437,Legal services,"$411,686,987.07","$91,001.34",0.02%
+29,254,Construction machinery manufacturing,"$33,431,733.61","$7,218.10",0.02%
+30,505,Business and professional associations,"$86,788,585.52","$18,092.56",0.02%
+31,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$118,439.49",0.02%
+32,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$18,160.20",0.02%
+33,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$63,421.10",0.02%
+34,508,Postal service,"$125,450,187.77","$25,375.84",0.02%
+35,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$53,161.19",0.02%
+36,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$104,775.08",0.02%
+37,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$42,459.73",0.02%
+38,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$260,449.48",0.02%
+39,459,Landscape and horticultural services,"$275,016,411.40","$51,668.12",0.02%
+40,197,Concrete block and brick manufacturing,"$4,381,689.69",$815.77,0.02%
+41,399,Truck transportation,"$1,193,488,141.88","$221,318.02",0.02%
+42,432,Automotive equipment rental and leasing,"$102,405,091.42","$18,583.59",0.02%
+43,439,"Architectural, engineering, and related services","$663,216,940.93","$117,918.38",0.02%
+44,452,Office administrative services,"$121,416,424.85","$21,243.75",0.02%
+45,408,"Directory, mailing list, and other publishers","$4,955,701.45",$809.54,0.02%
+46,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$130,408.18",0.02%
+47,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$18,030.84",0.02%
+48,510,Other federal government enterprises,"$1,867,051.07",$293.15,0.02%
+49,448,Photographic services,"$6,946,918.71","$1,076.57",0.02%
+50,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$19,473.34",0.02%
+51,255,Mining machinery and equipment manufacturing,"$5,165,330.25",$772.97,0.01%
+52,390,Retail - Health and personal care stores,"$189,122,051.74","$27,409.68",0.01%
+53,387,Retail - Electronics and appliance stores,"$60,211,745.28","$8,697.26",0.01%
+54,431,Owner-occupied housing,"$4,444,497,247.52","$639,307.65",0.01%
+55,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$76,767.57",0.01%
+56,457,Investigation and security services,"$59,623,127.89","$8,565.93",0.01%
+57,461,Waste management and remediation services,"$225,632,059.53","$32,223.24",0.01%
+58,460,Other support services,"$116,743,407.01","$16,665.77",0.01%
+59,447,"Advertising, public relations, and related services","$76,206,587.86","$10,832.36",0.01%
+60,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$32,258.50",0.01%
+61,487,Fitness and recreational sports centers,"$47,685,531.12","$6,740.43",0.01%
+62,454,Employment services,"$387,522,663.46","$54,460.68",0.01%
+63,466,Offices of dentists,"$271,899,263.02","$38,200.81",0.01%
+64,472,Hospitals,"$775,130,452.97","$108,539.32",0.01%
+65,499,Personal care services,"$105,986,766.41","$14,782.67",0.01%
+66,440,Specialized design services,"$35,933,528.26","$4,997.52",0.01%
+67,479,Commercial Sports Except Racing,"$3,476,338.42",$477.93,0.01%
+68,492,Limited-service restaurants,"$1,041,352,547.93","$142,902.80",0.01%
+69,462,Elementary and secondary schools,"$34,238,275.96","$4,687.14",0.01%
+70,394,Retail - General merchandise stores,"$553,647,942.57","$75,367.11",0.01%
+71,425,Direct life insurance carriers,"$42,208,644.52","$5,734.97",0.01%
+72,444,Management consulting services,"$251,198,056.46","$34,054.29",0.01%
+73,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$20,855.03",0.01%
+74,389,Retail - Food and beverage stores,"$517,469,128.57","$69,326.42",0.01%
+75,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$16,328.78",0.01%
+76,406,Periodical publishers,"$16,212,170.93","$2,145.95",0.01%
+77,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$32,844.04",0.01%
+78,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$16,852.52",0.01%
+79,475,Individual and family services,"$223,584,092.68","$29,422.06",0.01%
+80,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$14,894.42",0.01%
+81,491,Full-service restaurants,"$957,773,115.52","$124,911.17",0.01%
+82,478,Performing arts companies,"$63,413,148.22","$8,235.06",0.01%
+83,426,"Insurance carriers, except direct life","$545,149,698.92","$70,245.32",0.01%
+84,396,Air transportation,"$185,983,832.23","$23,862.74",0.01%
+85,413,Radio and television broadcasting,"$128,460,835.20","$16,431.52",0.01%
+86,484,Amusement parks and arcades,"$8,147,368.71","$1,030.60",0.01%
+87,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$25,935.60",0.01%
+88,495,Car washes,"$60,896,626.31","$7,543.87",0.01%
+89,465,Offices of physicians,"$740,188,232.97","$89,309.68",0.01%
+90,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$11,006.40",0.01%
+91,502,Other personal services,"$178,806,274.18","$21,300.05",0.01%
+92,503,Religious organizations,"$135,764,739.85","$16,110.29",0.01%
+93,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$16,325.79",0.01%
+94,507,Private households,"$17,924,890.71","$2,065.69",0.01%
+95,506,Labor and civic organizations,"$105,944,986.89","$12,202.25",0.01%
+96,514,Local government passenger transit,"$2,981,749.49",$339.80,0.01%
+97,414,Cable and other subscription programming,"$23,580,404.28","$2,644.14",0.01%
+98,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$33,144.62",0.01%
+99,473,Nursing and community care facilities,"$273,693,670.49","$30,159.12",0.01%
+100,43,Natural gas distribution,"$226,004,592.60","$24,828.08",0.01%
+101,400,Transit and ground passenger transportation,"$87,175,571.40","$9,573.76",0.01%
+102,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$27,403.69",0.01%
+103,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$62,223.14",0.01%
+104,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$8,032.72",0.01%
+105,37,Electric power generation - Solar,"$4,333,055.09",$473.00,0.01%
+106,38,Electric power generation - Wind,"$185,428,436.16","$20,241.46",0.01%
+107,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$209,697.12",0.01%
+108,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$24,892.69",0.01%
+109,476,Child day care services,"$173,556,969.71","$18,365.76",0.01%
+110,404,Warehousing and storage,"$190,282,196.62","$20,006.06",0.01%
+111,449,Veterinary services,"$101,826,770.30","$10,645.43",0.01%
+112,464,Other educational services,"$276,105,016.01","$28,659.74",0.01%
+113,468,Outpatient care centers,"$330,858,673.33","$33,752.35",0.01%
+114,443,"Other computer related services, including facilities management","$44,926,337.84","$4,511.69",0.01%
+115,493,All other food and drinking places,"$603,532,483.05","$60,518.04",0.01%
+116,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$18,760.20",0.01%
+117,410,Software publishers,"$184,892,079.62","$18,461.77",0.01%
+118,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$106,387.09",0.01%
+119,418,"Data processing, hosting, and related services","$291,048,307.59","$28,045.77",0.01%
+120,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86",$811.88,0.01%
+121,481,"Independent artists, writers, and performers","$137,990,888.93","$13,036.20",0.01%
+122,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$11,497.71",0.01%
+123,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27",$461.39,0.01%
+124,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$13,335.59",0.01%
+125,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$4,171.93",0.01%
+126,3,Vegetable and melon farming,"$6,609,930.97",$598.86,0.01%
+127,104,Tobacco manufacturing,"$6,603,883.06",$584.81,0.01%
+128,405,Newspaper publishers,"$75,385,661.65","$6,658.52",0.01%
+129,146,Petroleum refineries,"$6,572,475,454.77","$575,157.69",0.01%
+130,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$29,550.58",0.01%
+131,469,Medical and diagnostic laboratories,"$105,938,912.27","$9,071.42",0.01%
+132,516,Other local government enterprises,"$776,177,579.59","$64,935.88",0.01%
+133,44,"Water, sewage and other systems","$21,303,485.72","$1,772.49",0.01%
+134,430,Tenant-occupied housing,"$1,046,341,198.42","$85,497.63",0.01%
+135,513,Other state government enterprises,"$14,156,836.55","$1,153.69",0.01%
+136,500,Death care services,"$46,286,967.10","$3,739.51",0.01%
+137,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$25,626.47",0.01%
+138,4,Fruit farming,"$384,884.42",$30.37,0.01%
+139,391,Retail - Gasoline stores,"$487,933,166.50","$36,579.22",0.01%
+140,411,Motion picture and video industries,"$109,931,494.98","$8,146.80",0.01%
+141,196,Ready-mix concrete manufacturing,"$285,491,907.84","$21,069.07",0.01%
+142,129,Wood windows and door manufacturing,"$6,006,154.37",$441.44,0.01%
+143,429,Other real estate,"$4,970,388,101.43","$363,079.74",0.01%
+144,471,Other ambulatory health care services,"$103,224,782.99","$7,450.04",0.01%
+145,415,Wired telecommunications carriers,"$765,674,352.28","$55,136.40",0.01%
+146,467,Offices of other health practitioners,"$364,689,970.79","$26,036.65",0.01%
+147,456,Travel arrangement and reservation services,"$498,338,395.79","$35,534.40",0.01%
+148,470,Home health care services,"$73,759,567.90","$5,166.00",0.01%
+149,486,Other amusement and recreation industries,"$263,123,626.14","$17,412.44",0.01%
+150,501,Dry-cleaning and laundry services,"$83,675,246.11","$5,498.19",0.01%
+151,407,Book publishers,"$8,704,740.33",$545.28,0.01%
+152,485,Gambling industries (except casino hotels),"$417,593,840.35","$22,783.99",0.01%
+153,488,Bowling centers,"$21,593,225.39","$1,107.02",0.01%
+154,480,Racing and Track Operation,"$6,801,162.46",$342.72,0.01%
+155,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$25,210.06",0.00%
+156,135,All other miscellaneous wood product manufacturing,"$1,464,925.21",$70.85,0.00%
+157,198,Concrete pipe manufacturing,"$4,169,914.39",$198.63,0.00%
+158,453,Facilities support services,"$18,809,929.65",$891.18,0.00%
+159,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$1,123.70",0.00%
+160,434,Video tape and disc rental,"$3,473,473.59",$156.23,0.00%
+161,134,Prefabricated wood building manufacturing,"$6,341,600.48",$281.82,0.00%
+162,203,Cut stone and stone product manufacturing,"$1,374,172.26",$58.81,0.00%
+163,445,Environmental and other technical consulting services,"$1,027,018,118.68","$37,129.07",0.00%
+164,442,Computer systems design services,"$304,936,867.78","$10,253.76",0.00%
+165,144,Printing,"$57,542,256.23","$1,808.70",0.00%
+166,100,Manufactured ice,"$3,942,329.02",$120.42,0.00%
+167,490,Other accommodations,"$130,132,793.65","$3,967.54",0.00%
+168,368,Sign manufacturing,"$23,533,228.46",$690.30,0.00%
+169,27,Sand and gravel mining,"$216,223,131.49","$6,254.74",0.00%
+170,401,Pipeline transportation,"$1,611,889,849.10","$46,494.75",0.00%
+171,20,Oil and gas extraction,"$4,984,035,362.50","$137,735.11",0.00%
+172,335,Other motor vehicle parts manufacturing,"$4,272,109.66",$110.08,0.00%
+173,15,"Forestry, forest products, and timber tract production","$319,991.92",$8.04,0.00%
+174,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86",$280.22,0.00%
+175,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$4,098.96",0.00%
+176,199,Other concrete product manufacturing,"$20,536,708.26",$440.12,0.00%
+177,10,All other crop farming,"$163,550,998.97","$3,469.15",0.00%
+178,195,Cement manufacturing,"$132,407,672.79","$2,709.94",0.00%
+179,446,Scientific research and development services,"$1,017,623,425.88","$19,741.27",0.00%
+180,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$12,304.10",0.00%
+181,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$1,550.02",0.00%
+182,441,Custom computer programming services,"$266,955,199.74","$4,751.15",0.00%
+183,99,Bottled and canned soft drinks and water,"$177,852,624.62","$3,053.78",0.00%
+184,18,Commercial hunting and trapping,"$23,256,232.55",$377.17,0.00%
+185,125,Wood preservation,"$25,246,163.52",$407.61,0.00%
+186,19,Support activities for agriculture and forestry,"$44,762,204.87",$646.29,0.00%
+187,201,Gypsum product manufacturing,"$62,726,288.59",$839.23,0.00%
+188,132,Wood container and pallet manufacturing,"$5,150,805.78",$65.99,0.00%
+189,124,Sawmills,"$141,329,754.94","$1,652.48",0.00%
+190,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22",$30.16,0.00%
+191,151,Petrochemical manufacturing,"$673,077,918.86","$7,646.01",0.00%
+192,139,Paperboard container manufacturing,"$2,219,895.78",$25.20,0.00%
+193,242,Metal coating and nonprecious engraving,"$8,101,071.47",$91.17,0.00%
+194,329,Travel trailer and camper manufacturing,"$11,059,948.62",$115.89,0.00%
+195,102,Wineries,"$2,616,541.19",$25.09,0.00%
+196,229,Plate work manufacturing,"$7,212,949.34",$69.15,0.00%
+197,239,Machine shops,"$129,567,269.37","$1,200.87",0.00%
+198,188,Other rubber product manufacturing,"$4,573,849.57",$40.96,0.00%
+199,175,Custom compounding of purchased resins,"$17,576,678.87",$152.59,0.00%
+200,13,Poultry and egg production,"$69,842,214.62",$603.22,0.00%
+201,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$33.39,0.00%
+202,101,Breweries,"$54,815,146.01",$405.90,0.00%
+203,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46",$860.45,0.00%
+204,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64",$276.22,0.00%
+205,79,Fluid milk manufacturing,"$4,900,848.36",$32.21,0.00%
+206,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$4.66,0.00%
+207,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47",$364.65,0.00%
+208,366,"Doll, toy, and game manufacturing","$8,851,137.40",$52.80,0.00%
+209,155,Other basic organic chemical manufacturing,"$99,443,897.11",$482.70,0.00%
+210,185,Other plastics product manufacturing,"$54,262,105.84",$263.20,0.00%
+211,2,Grain farming,"$130,099,289.43",$620.18,0.00%
+212,31,Support activities for oil and gas operations,"$1,698,256,439.85","$8,071.71",0.00%
+213,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07",$0.82,0.00%
+214,224,Nonferrous forging,"$17,187,170.89",$73.92,0.00%
+215,364,Jewelry and silverware manufacturing,"$9,505,473.72",$39.81,0.00%
+216,223,Iron and steel forging,"$52,274,449.17",$209.32,0.00%
+217,59,Other animal food manufacturing,"$23,797,093.38",$92.50,0.00%
+218,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97",$42.81,0.00%
+219,116,Other textile product mills,"$18,711,047.72",$69.60,0.00%
+220,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13",$49.41,0.00%
+221,370,Musical instrument manufacturing,"$937,638.70",$3.41,0.00%
+222,85,Meat processed from carcasses,"$59,683,965.53",$210.84,0.00%
+223,24,Gold ore and silver ore mining,"$40,475,210.09",$141.57,0.00%
+224,62,Malt manufacturing,"$10,977,359.34",$37.23,0.00%
+225,373,Burial casket manufacturing,"$6,137,323.55",$20.79,0.00%
+226,32,Metal mining services,"$40,137,198.28",$131.78,0.00%
+227,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$12.12,0.00%
+228,374,All other miscellaneous manufacturing,"$25,842,264.37",$83.51,0.00%
+229,66,Breakfast cereal manufacturing,"$8,312,290.22",$26.43,0.00%
+230,93,Other snack food manufacturing,"$10,656,196.90",$33.66,0.00%
+231,33,Other nonmetallic minerals services,"$83,884,373.37",$262.67,0.00%
+232,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70",$545.98,0.00%
+233,228,Fabricated structural metal manufacturing,"$108,558,620.40",$307.62,0.00%
+234,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05",$219.50,0.00%
+235,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$2,768.88",0.00%
+236,251,Other fabricated metal manufacturing,"$30,533,977.78",$79.45,0.00%
+237,127,Engineered wood member and truss manufacturing,"$88,604,588.45",$225.21,0.00%
+238,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65",$219.25,0.00%
+239,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$15.45,0.00%
+240,238,Spring and wire product manufacturing,"$10,164,502.90",$23.55,0.00%
+241,226,Handtool manufacturing,"$14,510,909.57",$33.38,0.00%
+242,221,Custom roll forming,"$23,817,580.17",$54.20,0.00%
+243,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$26.85,0.00%
+244,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43",$81.39,0.00%
+245,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77",$54.56,0.00%
+246,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94",$36.56,0.00%
+247,231,Sheet metal work manufacturing,"$2,174,657.13",$4.83,0.00%
+248,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83",$237.07,0.00%
+249,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$6.87,0.00%
+250,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07",$0.56,0.00%
+251,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$2.79,0.00%
+252,84,"Animal, except poultry, slaughtering","$216,958,801.29",$360.75,0.00%
+253,9,Sugarcane and sugar beet farming,"$62,280,333.14",$100.02,0.00%
+254,94,Coffee and tea manufacturing,"$30,751,047.34",$45.67,0.00%
+255,358,Blind and shade manufacturing,"$111,215.22",$0.16,0.00%
+256,67,Beet sugar manufacturing,"$209,970,196.03",$286.07,0.00%
+257,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$2.73,0.00%
+258,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16",$3.59,0.00%
+259,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$10.74,0.00%
+260,97,Spice and extract manufacturing,"$12,042,344.87",$13.48,0.00%
+261,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$3.49,0.00%
+262,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$22.84,0.00%
+263,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$1.00,0.00%
+264,58,Dog and cat food manufacturing,"$23,319,111.08",$19.53,0.00%
+265,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35",$370.87,0.00%
+266,326,Motor vehicle body manufacturing,"$51,726,843.92",$38.42,0.00%
+267,86,Rendering and meat byproduct processing,"$169,552.02",$0.12,0.00%
+268,118,Cut and sew apparel contractors,"$624,247.24",$0.45,0.00%
+269,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$7.67,0.00%
+270,354,Custom architectural woodwork and millwork,"$78,271.86",$0.06,0.00%
+271,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38",$984.54,0.00%
+272,265,Industrial mold manufacturing,"$419,356.03",$0.23,0.00%
+273,12,Dairy cattle and milk production,"$62,699,899.43",$30.60,0.00%
+274,113,Curtain and linen mills,"$612,878.58",$0.27,0.00%
+275,121,Leather and hide tanning and finishing,"$1,328,163.62",$0.58,0.00%
+276,114,Textile bag and canvas mills,"$11,730,951.51",$5.10,0.00%
+277,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$6.28,0.00%
+278,311,Lighting fixture manufacturing,"$8,501,584.76",$3.60,0.00%
+279,235,Metal cans manufacturing,"$84,837,591.04",$34.64,0.00%
+280,489,"Hotels and motels, including casino hotels","$1,272,625,779.27",$485.80,0.00%
+281,103,Distilleries,"$59,042,281.71",$21.53,0.00%
+282,172,Toilet preparation manufacturing,"$51,736,916.86",$18.57,0.00%
+283,363,Dental laboratories,"$2,922,984.08",$1.02,0.00%
+284,247,Small arms ammunition manufacturing,"$130,897.97",$0.04,0.00%
+285,122,Footwear manufacturing,"$1,145,231.54",$0.37,0.00%
+286,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01",$1.81,0.00%
+287,173,Printing ink manufacturing,"$6,373,572.26",$1.91,0.00%
+288,1,Oilseed farming,"$938,686.11",$0.28,0.00%
+289,322,Carbon and graphite product manufacturing,"$10,049,890.88",$2.94,0.00%
+290,220,Nonferrous metal foundries,"$16,365,994.89",$4.25,0.00%
+291,292,Other communications equipment manufacturing,"$381,770.64",$0.09,0.00%
+292,25,Other metal ore mining,"$65,796,499.90",$15.48,0.00%
+293,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$8.97,0.00%
+294,123,Other leather and allied product manufacturing,"$17,594,328.12",$3.90,0.00%
+295,353,Wood office furniture manufacturing,"$616,006.76",$0.13,0.00%
+296,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13",$32.98,0.00%
+297,105,"Fiber, yarn, and thread mills","$13,455,310.58",$2.20,0.00%
+298,302,Automatic environmental control manufacturing,"$4,809,195.11",$0.76,0.00%
+299,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$0.62,0.00%
+300,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$1.27,0.00%
+301,109,Knit fabric mills,"$9,334,399.88",$1.29,0.00%
+302,260,All other industrial machinery manufacturing,"$303,218.25",$0.03,0.00%
+303,273,Other engine equipment manufacturing,"$4,730,382.73",$0.52,0.00%
+304,30,Drilling oil and gas wells,"$252,242,568.28",$25.70,0.00%
+305,320,Other communication and energy wire manufacturing,"$38,208,866.07",$3.67,0.00%
+306,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$0.10,0.00%
+307,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$0.08,0.00%
+308,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$0.27,0.00%
+309,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$1.65,0.00%
+310,285,Fluid power pump and motor manufacturing,"$6,646,876.88",$0.40,0.00%
+311,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$0.28,0.00%
+312,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$0.31,0.00%
+313,315,Motor and generator manufacturing,"$101,522,975.36",$3.23,0.00%
+314,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$2.47,0.00%
+315,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$0.09,0.00%
+316,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$0.88,0.00%
+317,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04",$0.22,0.00%
+318,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$0.51,0.00%
+319,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$0.27,0.00%
+320,261,Commercial and service industry machinery manufacturing,"$118,574,901.91",$1.88,0.00%
+321,317,Relay and industrial control manufacturing,"$20,041,079.83",$0.28,0.00%
+322,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$0.14,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$0.06,0.00%
+324,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$0.11,0.00%
+325,337,Aircraft manufacturing,"$86,772,712.07",$0.29,0.00%
+326,343,Ship building and repairing,$0.00,$0.00,0.00%
+327,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+328,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+329,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+330,83,Poultry processing,$0.00,$0.00,0.00%
+331,61,Rice milling,$0.00,$0.00,0.00%
+332,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+333,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+334,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+335,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+336,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+337,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+338,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+339,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+340,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+341,511,State government passenger transit,$0.00,$0.00,0.00%
+342,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+343,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+344,23,Iron ore mining,$0.00,$0.00,0.00%
+345,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+346,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+347,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+348,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+349,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+350,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+351,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+352,60,Flour milling,$0.00,$0.00,0.00%
+353,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+354,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+355,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+356,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+357,145,Support activities for printing,$0.00,$0.00,0.00%
+358,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+359,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+360,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+361,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+362,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+363,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+364,5,Tree nut farming,$0.00,$0.00,0.00%
+365,357,Mattress manufacturing,$0.00,$0.00,0.00%
+366,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+367,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+368,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+369,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+370,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+371,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+372,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+373,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+374,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+375,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+376,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+377,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+378,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+379,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+380,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+381,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+382,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+383,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+384,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+385,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+386,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+387,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+388,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+389,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+390,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+391,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+392,111,Fabric coating mills,$0.00,$0.00,0.00%
+393,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+394,137,Paper mills,$0.00,$0.00,0.00%
+395,8,Cotton farming,$0.00,$0.00,0.00%
+396,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+397,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+398,193,Glass container manufacturing,$0.00,$0.00,0.00%
+399,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+400,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+401,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+402,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+403,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+404,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+405,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+406,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+407,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+408,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+409,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+410,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+411,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+412,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+413,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+414,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+415,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+416,63,Wet corn milling,$0.00,$0.00,0.00%
+417,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+418,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+419,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+420,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+421,138,Paperboard mills,$0.00,$0.00,0.00%
+422,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+423,117,Apparel knitting mills,$0.00,$0.00,0.00%
+424,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+425,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+426,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+427,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+428,51,Construction of other new nonresidential structures,"$409,147,464.67",$0.00,0.00%
+429,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+430,318,Battery manufacturing,$0.00,$0.00,0.00%
+431,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+432,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+433,98,All other food manufacturing,$0.00,$0.00,0.00%
+434,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+435,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+436,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+437,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+438,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+439,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+440,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+441,200,Lime manufacturing,$0.00,$0.00,0.00%
+442,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+443,237,Hardware manufacturing,$0.00,$0.00,0.00%
+444,77,Cheese manufacturing,$0.00,$0.00,0.00%
+445,412,Sound recording industries,$0.00,$0.00,0.00%
+446,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+447,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+448,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+449,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+450,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+451,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+452,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+453,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+454,7,Tobacco farming,$0.00,$0.00,0.00%
+455,17,Commercial fishing,$0.00,$0.00,0.00%
+456,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+457,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+458,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+459,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+460,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+461,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+462,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+463,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+464,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+465,241,Metal heat treating,$0.00,$0.00,0.00%
+466,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+467,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+468,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+469,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+470,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+471,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+472,161,Fertilizer mixing,$0.00,$0.00,0.00%
+473,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+474,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+475,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+476,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+477,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+478,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+479,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+480,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+481,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+482,186,Tire manufacturing,$0.00,$0.00,0.00%
+483,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+484,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+485,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+486,112,Carpet and rug mills,$0.00,$0.00,0.00%
+487,136,Pulp mills,$0.00,$0.00,0.00%
+488,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+489,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+490,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+491,512,State government electric utilities,$0.00,$0.00,0.00%
+492,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+493,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+494,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+495,210,Steel wire drawing,$0.00,$0.00,0.00%
+496,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+497,75,Canned specialties,$0.00,$0.00,0.00%
+498,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+499,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+500,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+501,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+502,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+503,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+504,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+505,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+506,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+507,409,Greeting card publishing,$0.00,$0.00,0.00%
+508,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+509,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+510,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+511,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+512,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+513,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+514,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+515,328,Motor home manufacturing,$0.00,$0.00,0.00%
+516,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+517,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+518,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+519,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+520,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+521,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+522,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+523,344,Boat building,$0.00,$0.00,0.00%
+524,41,Electric power generation - All other,$0.00,$0.00,0.00%
+525,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+526,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+527,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+528,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/occupation_impacts_table.csv
new file mode 100644
index 0000000..9649837
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,1.58,1.51,"$242,344.95","$48,386.64","$290,731.59","3,557.97"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",0.22,0.21,"$43,447.65","$7,443.35","$50,891.00",470.99
+11-3000,Operations Specialties Managers,1.35,1.32,"$189,281.46","$38,939.55","$228,221.01","2,927.50"
+11-9000,Other Management Occupations,1.05,1.01,"$132,544.74","$27,282.98","$159,827.72","2,255.53"
+13-1000,Business Operations Specialists,1.78,1.71,"$170,837.91","$32,515.21","$203,353.12","3,529.23"
+13-2000,Financial Specialists,0.85,0.82,"$93,136.09","$16,364.15","$109,500.23","1,693.56"
+15-1200,Computer Occupations,0.50,0.48,"$72,652.70","$12,264.00","$84,916.70",990.06
+15-2000,Mathematical Science Occupations,0.05,0.05,"$8,199.00","$1,399.86","$9,598.86",106.67
+17-1000,"Architects, Surveyors, and Cartographers",0.28,0.27,"$17,791.35","$3,800.85","$21,592.20",574.31
+17-2000,Engineers,1.49,1.46,"$130,384.64","$28,503.08","$158,887.72","3,308.30"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.11,0.10,"$8,470.20","$1,604.78","$10,074.99",208.52
+19-1000,Life Scientists,0.02,0.02,"$2,503.60",$439.98,"$2,943.59",47.54
+19-2000,Physical Scientists,0.03,0.03,"$3,313.71",$675.75,"$3,989.46",53.03
+19-3000,Social Scientists and Related Workers,0.02,0.02,"$1,650.91",$298.19,"$1,949.10",30.15
+19-4000,"Life, Physical, and Social Science Technicians",0.10,0.10,"$5,973.09","$1,326.09","$7,299.18",200.34
+19-5000,Occupational Health and Safety Specialists and Technicians,0.35,0.35,"$25,974.72","$5,936.46","$31,911.18",730.37
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",0.22,0.20,"$11,115.74","$2,094.70","$13,210.44",389.45
+21-2000,Religious Workers,0.07,0.06,"$3,118.03",$453.45,"$3,571.48",144.75
+23-1000,"Lawyers, Judges, and Related Workers",0.13,0.13,"$23,050.35","$3,893.25","$26,943.60",279.13
+23-2000,Legal Support Workers,0.09,0.08,"$4,987.85",$840.97,"$5,828.83",156.99
+25-1000,Postsecondary Teachers,0.04,0.03,"$2,398.06",$534.33,"$2,932.39",55.25
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.13,0.11,"$4,969.95",$943.22,"$5,913.17",221.13
+25-3000,Other Teachers and Instructors,0.09,0.08,"$3,341.40",$674.32,"$4,015.73",112.37
+25-4000,"Librarians, Curators, and Archivists",0.01,0.00,$279.18,$47.32,$326.50,9.08
+25-9000,Other Educational Instruction and Library Occupations,0.07,0.06,"$2,485.14",$471.13,"$2,956.27",97.54
+27-1000,Art and Design Workers,0.08,0.08,"$6,457.74","$1,076.20","$7,533.94",142.38
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.07,0.07,"$4,191.14",$716.88,"$4,908.03",100.84
+27-3000,Media and Communication Workers,0.09,0.08,"$6,526.94","$1,136.09","$7,663.03",159.86
+27-4000,Media and Communication Equipment Workers,0.06,0.05,"$3,788.12",$602.78,"$4,390.90",98.59
+29-1000,Healthcare Diagnosing or Treating Practitioners,0.64,0.59,"$79,389.68","$15,548.50","$94,938.18","1,149.80"
+29-2000,Health Technologists and Technicians,0.33,0.30,"$18,613.04","$3,667.12","$22,280.16",583.68
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.01,0.01,$871.11,$164.68,"$1,035.80",22.73
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",0.61,0.55,"$17,784.79","$3,480.74","$21,265.53",960.30
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.02,0.02,"$1,044.47",$207.88,"$1,252.35",35.65
+31-9000,Other Healthcare Support Occupations,0.25,0.23,"$9,758.86","$1,854.93","$11,613.79",404.08
+33-1000,Supervisors of Protective Service Workers,0.01,0.01,"$1,139.66",$216.45,"$1,356.11",20.32
+33-2000,Firefighting and Prevention Workers,0.01,0.01,$212.90,$38.70,$251.60,13.54
+33-3000,Law Enforcement Workers,0.00,0.00,$223.32,$70.74,$294.07,4.72
+33-9000,Other Protective Service Workers,0.30,0.28,"$15,524.05","$2,879.79","$18,403.84",516.39
+35-1000,Supervisors of Food Preparation and Serving Workers,0.31,0.25,"$14,122.47","$2,013.76","$16,136.23",514.67
+35-2000,Cooks and Food Preparation Workers,0.76,0.61,"$21,095.95","$3,077.67","$24,173.62","1,024.99"
+35-3000,Food and Beverage Serving Workers,1.62,1.29,"$37,758.54","$5,289.44","$43,047.98","1,760.66"
+35-9000,Other Food Preparation and Serving Related Workers,0.33,0.27,"$6,984.66",$978.73,"$7,963.39",328.77
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.06,0.06,"$2,970.35",$522.08,"$3,492.43",123.43
+37-2000,Building Cleaning and Pest Control Workers,0.71,0.66,"$22,249.99","$4,287.65","$26,537.64","1,136.12"
+37-3000,Grounds Maintenance Workers,0.25,0.23,"$10,388.60","$1,810.01","$12,198.61",435.56
+39-1000,Supervisors of Personal Care and Service Workers,0.03,0.03,"$1,616.64",$330.12,"$1,946.76",52.95
+39-2000,Animal Care and Service Workers,0.04,0.04,"$1,071.91",$160.79,"$1,232.71",58.65
+39-3000,Entertainment Attendants and Related Workers,0.09,0.08,"$2,398.25",$508.29,"$2,906.54",101.78
+39-4000,Funeral Service Workers,0.01,0.01,$234.87,$33.64,$268.51,11.08
+39-5000,Personal Appearance Workers,0.05,0.04,"$1,519.03",$227.41,"$1,746.44",65.55
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.01,0.01,$234.30,$43.77,$278.07,10.46
+39-7000,Tour and Travel Guides,0.04,0.04,"$2,323.76",$418.40,"$2,742.16",45.47
+39-9000,Other Personal Care and Service Workers,0.19,0.16,"$4,194.91",$755.14,"$4,950.05",215.07
+41-1000,Supervisors of Sales Workers,0.33,0.29,"$22,322.37","$4,408.28","$26,730.66",642.59
+41-2000,Retail Sales Workers,1.84,1.61,"$59,635.96","$12,242.87","$71,878.83","2,538.96"
+41-3000,"Sales Representatives, Services",0.41,0.39,"$38,468.07","$6,523.10","$44,991.18",823.97
+41-4000,"Sales Representatives, Wholesale and Manufacturing",0.56,0.54,"$55,576.05","$9,223.42","$64,799.47","1,179.34"
+41-9000,Other Sales and Related Workers,0.09,0.08,"$5,946.32","$1,004.17","$6,950.48",154.52
+43-1000,Supervisors of Office and Administrative Support Workers,0.37,0.35,"$28,098.36","$5,581.30","$33,679.66",735.05
+43-2000,Communications Equipment Operators,0.00,0.00,$222.89,$41.32,$264.21,7.97
+43-3000,Financial Clerks,0.77,0.74,"$41,238.81","$7,854.09","$49,092.90","1,387.57"
+43-4000,Information and Record Clerks,0.89,0.84,"$45,651.31","$8,268.00","$53,919.30","1,499.89"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",0.80,0.74,"$45,067.41","$12,854.72","$57,922.13","1,546.29"
+43-6000,Secretaries and Administrative Assistants,0.67,0.63,"$33,803.22","$6,366.12","$40,169.33","1,180.79"
+43-9000,Other Office and Administrative Support Workers,0.94,0.90,"$37,332.60","$7,279.76","$44,612.36","1,546.87"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.00,0.00,$316.32,$72.62,$388.94,8.70
+45-2000,Agricultural Workers,0.03,0.03,"$1,812.31",$342.24,"$2,154.55",59.54
+45-3000,Fishing and Hunting Workers,0.00,0.00,$1.08,$0.29,$1.36,0.06
+45-4000,"Forest, Conservation, and Logging Workers",0.01,0.01,$631.68,$195.96,$827.64,24.86
+47-1000,Supervisors of Construction and Extraction Workers,4.29,4.22,"$366,091.46","$84,017.67","$450,109.14","9,509.79"
+47-2000,Construction Trades Workers,9.31,9.15,"$525,974.58","$119,854.90","$645,829.48","19,548.08"
+47-3000,"Helpers, Construction Trades",0.02,0.01,$657.31,$115.17,$772.48,25.35
+47-4000,Other Construction and Related Workers,0.15,0.14,"$9,548.95","$2,221.03","$11,769.99",313.08
+47-5000,Extraction Workers,16.16,15.91,"$848,517.72","$196,741.84","$1,045,259.57","38,046.42"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.56,1.52,"$142,429.68","$32,466.96","$174,896.64","3,519.27"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.15,0.14,"$12,287.86","$2,683.50","$14,971.36",316.31
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",3.28,3.17,"$196,831.64","$42,725.65","$239,557.29","7,045.60"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",4.90,4.80,"$277,994.69","$62,805.58","$340,800.27","10,314.96"
+51-1000,Supervisors of Production Workers,0.32,0.32,"$28,472.36","$6,612.45","$35,084.81",721.94
+51-2000,Assemblers and Fabricators,0.13,0.13,"$7,232.31","$1,257.85","$8,490.16",251.20
+51-3000,Food Processing Workers,0.06,0.05,"$2,410.52",$549.19,"$2,959.71",103.40
+51-4000,Metal Workers and Plastic Workers,0.78,0.77,"$48,071.32","$10,834.23","$58,905.55","1,624.50"
+51-5100,Printing Workers,0.01,0.01,$516.08,$87.16,$603.24,20.20
+51-6000,"Textile, Apparel, and Furnishings Workers",0.05,0.04,"$2,021.99",$340.25,"$2,362.24",83.89
+51-7000,Woodworkers,0.01,0.01,$429.17,$74.11,$503.27,15.89
+51-8000,Plant and System Operators,0.26,0.26,"$18,805.57","$5,017.88","$23,823.45",570.91
+51-9000,Other Production Occupations,1.15,1.12,"$63,745.29","$14,464.21","$78,209.50","2,300.74"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.46,0.44,"$37,679.32","$8,443.30","$46,122.62",990.29
+53-2000,Air Transportation Workers,0.03,0.03,"$4,490.04","$1,019.29","$5,509.33",61.06
+53-3000,Motor Vehicle Operators,2.56,2.46,"$144,105.07","$32,564.68","$176,669.76","5,297.74"
+53-4000,Rail Transportation Workers,0.23,0.22,"$19,525.55","$5,774.95","$25,300.50",551.30
+53-5000,Water Transportation Workers,0.07,0.06,"$6,602.69","$1,198.51","$7,801.20",155.98
+53-6000,Other Transportation Workers,0.09,0.08,"$3,720.84",$751.65,"$4,472.49",135.51
+53-7000,Material Moving Workers,4.49,4.34,"$208,567.25","$45,844.56","$254,411.81","8,265.50"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/tax_results.csv
new file mode 100644
index 0000000..19d276a
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$67,687.59","$554,625.20","$388,660.17","$1,706,841.81","$1,360,132.50","$4,077,947.28"
+2 - Indirect,"$8,625.01","$70,845.07","$49,836.78","$231,907.19","$446,803.81","$808,017.86"
+3 - Induced,"$5,334.17","$43,793.92","$30,784.80","$141,783.60","$249,679.00","$471,375.49"
+,"$81,646.77","$669,264.19","$469,281.75","$2,080,532.60","$2,056,615.32","$5,357,340.63"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..f9e1e8d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$2,911,704,202.57","$24,281,034.73"
+2,26,Stone mining and quarrying,"$31,976,061.34","$39,225.07"
+3,174,Explosives manufacturing,"$52,050,877.00","$62,884.22"
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$15,162.58"
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$421,189.49"
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$706,453.77"
+7,451,Management of companies and enterprises,"$529,170,690.74","$373,823.32"
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$434,962.04"
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$65,076.93"
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$2,675.23"
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$358,781.42"
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$367,699.35"
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$1,518.45"
+14,424,Other financial investment activities,"$1,738,609,271.81","$538,538.59"
+15,509,Federal electric utilities,"$17,146,395.42","$5,235.01"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..4749da5
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.74,"$10,105,966.75","$27,795,240.34","$47,000,000.00"
+2 - Indirect,49.09,"$3,461,023.85","$7,131,509.36","$15,058,507.22"
+3 - Induced,41.94,"$1,921,353.13","$4,332,365.60","$7,741,982.14"
+,144.78,"$15,488,343.73","$39,259,115.30","$69,800,489.36"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..512659e
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89",1.67%
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37",0.25%
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85",0.24%
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81",0.22%
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78",0.15%
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30",0.15%
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50",0.14%
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24",0.13%
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47",0.11%
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89",0.10%
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69",0.07%
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84",0.07%
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72",0.06%
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11",0.06%
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12",0.06%
+16,498,Personal and household goods repair and maintenance,"$109,517,563.73","$65,375.16",0.06%
+17,16,Commercial logging,"$38,196,492.13","$22,334.72",0.06%
+18,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$426,414.33",0.06%
+19,515,Local government electric utilities,"$7,801,045.18","$4,283.03",0.05%
+20,455,Business support services,"$81,622,923.15","$43,642.93",0.05%
+21,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$190,731.43",0.05%
+22,398,Water transportation,"$11,961,984.14","$6,237.17",0.05%
+23,458,Services to buildings,"$210,863,686.06","$108,293.27",0.05%
+24,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$124,785.56",0.05%
+25,397,Rail transportation,"$1,846,923,315.97","$873,433.97",0.05%
+26,403,Couriers and messengers,"$213,253,723.63","$100,850.43",0.05%
+27,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$262,840.10",0.05%
+28,437,Legal services,"$411,686,987.07","$183,550.69",0.04%
+29,254,Construction machinery manufacturing,"$33,431,733.61","$14,436.45",0.04%
+30,505,Business and professional associations,"$86,788,585.52","$36,636.21",0.04%
+31,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$239,843.73",0.04%
+32,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$36,508.65",0.04%
+33,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$107,530.27",0.04%
+34,508,Postal service,"$125,450,187.77","$51,135.14",0.04%
+35,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$127,324.22",0.04%
+36,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$211,341.45",0.04%
+37,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$85,367.70",0.04%
+38,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$527,377.19",0.04%
+39,459,Landscape and horticultural services,"$275,016,411.40","$103,924.74",0.04%
+40,399,Truck transportation,"$1,193,488,141.88","$445,058.01",0.04%
+41,197,Concrete block and brick manufacturing,"$4,381,689.69","$1,632.78",0.04%
+42,432,Automotive equipment rental and leasing,"$102,405,091.42","$37,605.31",0.04%
+43,439,"Architectural, engineering, and related services","$663,216,940.93","$236,127.33",0.04%
+44,452,Office administrative services,"$121,416,424.85","$42,756.20",0.04%
+45,408,"Directory, mailing list, and other publishers","$4,955,701.45","$1,637.11",0.03%
+46,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$265,865.49",0.03%
+47,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$36,376.46",0.03%
+48,510,Other federal government enterprises,"$1,867,051.07",$594.06,0.03%
+49,448,Photographic services,"$6,946,918.71","$2,198.19",0.03%
+50,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$39,841.81",0.03%
+51,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$1,545.97",0.03%
+52,390,Retail - Health and personal care stores,"$189,122,051.74","$56,224.66",0.03%
+53,387,Retail - Electronics and appliance stores,"$60,211,745.28","$17,808.00",0.03%
+54,431,Owner-occupied housing,"$4,444,497,247.52","$1,312,787.17",0.03%
+55,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$156,941.97",0.03%
+56,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$66,033.92",0.03%
+57,457,Investigation and security services,"$59,623,127.89","$17,290.12",0.03%
+58,487,Fitness and recreational sports centers,"$47,685,531.12","$13,822.53",0.03%
+59,466,Offices of dentists,"$271,899,263.02","$78,463.91",0.03%
+60,461,Waste management and remediation services,"$225,632,059.53","$64,997.29",0.03%
+61,472,Hospitals,"$775,130,452.97","$222,907.69",0.03%
+62,460,Other support services,"$116,743,407.01","$33,544.18",0.03%
+63,447,"Advertising, public relations, and related services","$76,206,587.86","$21,877.41",0.03%
+64,499,Personal care services,"$105,986,766.41","$30,359.23",0.03%
+65,454,Employment services,"$387,522,663.46","$109,869.56",0.03%
+66,492,Limited-service restaurants,"$1,041,352,547.93","$292,947.71",0.03%
+67,462,Elementary and secondary schools,"$34,238,275.96","$9,621.58",0.03%
+68,440,Specialized design services,"$35,933,528.26","$10,091.43",0.03%
+69,479,Commercial Sports Except Racing,"$3,476,338.42",$976.23,0.03%
+70,394,Retail - General merchandise stores,"$553,647,942.57","$154,506.53",0.03%
+71,425,Direct life insurance carriers,"$42,208,644.52","$11,770.66",0.03%
+72,389,Retail - Food and beverage stores,"$517,469,128.57","$142,282.41",0.03%
+73,444,Management consulting services,"$251,198,056.46","$68,576.12",0.03%
+74,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$42,194.01",0.03%
+75,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$67,383.76",0.03%
+76,475,Individual and family services,"$223,584,092.68","$60,407.77",0.03%
+77,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$34,262.76",0.03%
+78,406,Periodical publishers,"$16,212,170.93","$4,358.23",0.03%
+79,491,Full-service restaurants,"$957,773,115.52","$255,349.60",0.03%
+80,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$32,660.46",0.03%
+81,478,Performing arts companies,"$63,413,148.22","$16,838.75",0.03%
+82,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$30,014.34",0.03%
+83,396,Air transportation,"$185,983,832.23","$48,662.65",0.03%
+84,426,"Insurance carriers, except direct life","$545,149,698.92","$142,439.83",0.03%
+85,484,Amusement parks and arcades,"$8,147,368.71","$2,115.38",0.03%
+86,413,Radio and television broadcasting,"$128,460,835.20","$33,250.22",0.03%
+87,495,Car washes,"$60,896,626.31","$15,465.26",0.03%
+88,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$52,931.72",0.03%
+89,465,Offices of physicians,"$740,188,232.97","$183,418.72",0.02%
+90,502,Other personal services,"$178,806,274.18","$43,642.68",0.02%
+91,503,Religious organizations,"$135,764,739.85","$33,077.93",0.02%
+92,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$22,374.57",0.02%
+93,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$33,390.75",0.02%
+94,507,Private households,"$17,924,890.71","$4,240.13",0.02%
+95,506,Labor and civic organizations,"$105,944,986.89","$25,059.63",0.02%
+96,514,Local government passenger transit,"$2,981,749.49",$690.40,0.02%
+97,414,Cable and other subscription programming,"$23,580,404.28","$5,358.68",0.02%
+98,473,Nursing and community care facilities,"$273,693,670.49","$61,960.91",0.02%
+99,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$56,127.06",0.02%
+100,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$16,474.85",0.02%
+101,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$66,928.08",0.02%
+102,43,Natural gas distribution,"$226,004,592.60","$50,510.89",0.02%
+103,400,Transit and ground passenger transportation,"$87,175,571.40","$19,452.30",0.02%
+104,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$125,924.35",0.02%
+105,37,Electric power generation - Solar,"$4,333,055.09",$949.31,0.02%
+106,38,Electric power generation - Wind,"$185,428,436.16","$40,624.78",0.02%
+107,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$420,863.81",0.02%
+108,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$51,098.60",0.02%
+109,476,Child day care services,"$173,556,969.71","$37,708.93",0.02%
+110,449,Veterinary services,"$101,826,770.30","$21,866.82",0.02%
+111,464,Other educational services,"$276,105,016.01","$58,792.97",0.02%
+112,404,Warehousing and storage,"$190,282,196.62","$40,304.41",0.02%
+113,468,Outpatient care centers,"$330,858,673.33","$69,314.97",0.02%
+114,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$38,517.41",0.02%
+115,493,All other food and drinking places,"$603,532,483.05","$123,672.09",0.02%
+116,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$218,435.45",0.02%
+117,410,Software publishers,"$184,892,079.62","$37,544.33",0.02%
+118,443,"Other computer related services, including facilities management","$44,926,337.84","$9,103.16",0.02%
+119,418,"Data processing, hosting, and related services","$291,048,307.59","$56,940.88",0.02%
+120,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$1,649.52",0.02%
+121,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$23,622.91",0.02%
+122,481,"Independent artists, writers, and performers","$137,990,888.93","$26,459.86",0.02%
+123,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27",$941.64,0.02%
+124,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$27,380.08",0.02%
+125,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$8,567.41",0.02%
+126,3,Vegetable and melon farming,"$6,609,930.97","$1,230.02",0.02%
+127,104,Tobacco manufacturing,"$6,603,883.06","$1,201.65",0.02%
+128,405,Newspaper publishers,"$75,385,661.65","$13,501.17",0.02%
+129,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$60,199.70",0.02%
+130,469,Medical and diagnostic laboratories,"$105,938,912.27","$18,627.33",0.02%
+131,146,Petroleum refineries,"$6,572,475,454.77","$1,154,686.87",0.02%
+132,516,Other local government enterprises,"$776,177,579.59","$132,349.61",0.02%
+133,44,"Water, sewage and other systems","$21,303,485.72","$3,611.74",0.02%
+134,430,Tenant-occupied housing,"$1,046,341,198.42","$175,673.26",0.02%
+135,513,Other state government enterprises,"$14,156,836.55","$2,350.73",0.02%
+136,500,Death care services,"$46,286,967.10","$7,683.79",0.02%
+137,4,Fruit farming,"$384,884.42",$62.37,0.02%
+138,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$51,591.45",0.02%
+139,391,Retail - Gasoline stores,"$487,933,166.50","$74,717.97",0.02%
+140,411,Motion picture and video industries,"$109,931,494.98","$16,654.07",0.02%
+141,471,Other ambulatory health care services,"$103,224,782.99","$15,298.02",0.01%
+142,129,Wood windows and door manufacturing,"$6,006,154.37",$888.54,0.01%
+143,429,Other real estate,"$4,970,388,101.43","$734,623.34",0.01%
+144,196,Ready-mix concrete manufacturing,"$285,491,907.84","$42,186.71",0.01%
+145,467,Offices of other health practitioners,"$364,689,970.79","$53,465.00",0.01%
+146,415,Wired telecommunications carriers,"$765,674,352.28","$112,238.34",0.01%
+147,470,Home health care services,"$73,759,567.90","$10,610.22",0.01%
+148,456,Travel arrangement and reservation services,"$498,338,395.79","$71,574.87",0.01%
+149,486,Other amusement and recreation industries,"$263,123,626.14","$35,700.08",0.01%
+150,501,Dry-cleaning and laundry services,"$83,675,246.11","$11,227.69",0.01%
+151,407,Book publishers,"$8,704,740.33","$1,112.52",0.01%
+152,485,Gambling industries (except casino hotels),"$417,593,840.35","$46,806.84",0.01%
+153,488,Bowling centers,"$21,593,225.39","$2,272.64",0.01%
+154,480,Racing and Track Operation,"$6,801,162.46",$703.56,0.01%
+155,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$50,425.95",0.01%
+156,135,All other miscellaneous wood product manufacturing,"$1,464,925.21",$142.48,0.01%
+157,453,Facilities support services,"$18,809,929.65","$1,804.12",0.01%
+158,198,Concrete pipe manufacturing,"$4,169,914.39",$399.45,0.01%
+159,434,Video tape and disc rental,"$3,473,473.59",$320.84,0.01%
+160,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$2,254.28",0.01%
+161,134,Prefabricated wood building manufacturing,"$6,341,600.48",$565.22,0.01%
+162,203,Cut stone and stone product manufacturing,"$1,374,172.26",$119.78,0.01%
+163,445,Environmental and other technical consulting services,"$1,027,018,118.68","$74,794.30",0.01%
+164,442,Computer systems design services,"$304,936,867.78","$20,696.28",0.01%
+165,144,Printing,"$57,542,256.23","$3,652.37",0.01%
+166,100,Manufactured ice,"$3,942,329.02",$247.30,0.01%
+167,490,Other accommodations,"$130,132,793.65","$8,134.06",0.01%
+168,368,Sign manufacturing,"$23,533,228.46","$1,394.17",0.01%
+169,401,Pipeline transportation,"$1,611,889,849.10","$93,322.83",0.01%
+170,27,Sand and gravel mining,"$216,223,131.49","$12,517.40",0.01%
+171,20,Oil and gas extraction,"$4,984,035,362.50","$276,518.46",0.01%
+172,335,Other motor vehicle parts manufacturing,"$4,272,109.66",$220.83,0.01%
+173,15,"Forestry, forest products, and timber tract production","$319,991.92",$16.09,0.01%
+174,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86",$574.25,0.01%
+175,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$8,198.55",0.00%
+176,199,Other concrete product manufacturing,"$20,536,708.26",$884.64,0.00%
+177,10,All other crop farming,"$163,550,998.97","$7,003.61",0.00%
+178,195,Cement manufacturing,"$132,407,672.79","$5,428.06",0.00%
+179,446,Scientific research and development services,"$1,017,623,425.88","$39,979.86",0.00%
+180,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$24,613.29",0.00%
+181,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$3,180.07",0.00%
+182,441,Custom computer programming services,"$266,955,199.74","$9,567.57",0.00%
+183,99,Bottled and canned soft drinks and water,"$177,852,624.62","$6,271.34",0.00%
+184,18,Commercial hunting and trapping,"$23,256,232.55",$774.72,0.00%
+185,125,Wood preservation,"$25,246,163.52",$816.04,0.00%
+186,19,Support activities for agriculture and forestry,"$44,762,204.87","$1,303.41",0.00%
+187,201,Gypsum product manufacturing,"$62,726,288.59","$1,685.30",0.00%
+188,132,Wood container and pallet manufacturing,"$5,150,805.78",$134.34,0.00%
+189,124,Sawmills,"$141,329,754.94","$3,308.55",0.00%
+190,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22",$60.38,0.00%
+191,139,Paperboard container manufacturing,"$2,219,895.78",$50.64,0.00%
+192,151,Petrochemical manufacturing,"$673,077,918.86","$15,340.65",0.00%
+193,242,Metal coating and nonprecious engraving,"$8,101,071.47",$182.52,0.00%
+194,329,Travel trailer and camper manufacturing,"$11,059,948.62",$237.56,0.00%
+195,102,Wineries,"$2,616,541.19",$51.48,0.00%
+196,229,Plate work manufacturing,"$7,212,949.34",$138.76,0.00%
+197,239,Machine shops,"$129,567,269.37","$2,406.37",0.00%
+198,188,Other rubber product manufacturing,"$4,573,849.57",$82.00,0.00%
+199,13,Poultry and egg production,"$69,842,214.62","$1,238.79",0.00%
+200,175,Custom compounding of purchased resins,"$17,576,678.87",$305.43,0.00%
+201,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$68.53,0.00%
+202,101,Breweries,"$54,815,146.01",$833.45,0.00%
+203,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$1,728.36",0.00%
+204,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64",$561.99,0.00%
+205,79,Fluid milk manufacturing,"$4,900,848.36",$66.13,0.00%
+206,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$9.57,0.00%
+207,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47",$748.74,0.00%
+208,366,"Doll, toy, and game manufacturing","$8,851,137.40",$106.80,0.00%
+209,2,Grain farming,"$130,099,289.43","$1,271.08",0.00%
+210,185,Other plastics product manufacturing,"$54,262,105.84",$528.81,0.00%
+211,155,Other basic organic chemical manufacturing,"$99,443,897.11",$969.04,0.00%
+212,31,Support activities for oil and gas operations,"$1,698,256,439.85","$16,148.18",0.00%
+213,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07",$1.64,0.00%
+214,224,Nonferrous forging,"$17,187,170.89",$147.95,0.00%
+215,364,Jewelry and silverware manufacturing,"$9,505,473.72",$81.60,0.00%
+216,223,Iron and steel forging,"$52,274,449.17",$419.02,0.00%
+217,59,Other animal food manufacturing,"$23,797,093.38",$189.35,0.00%
+218,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97",$85.97,0.00%
+219,116,Other textile product mills,"$18,711,047.72",$139.97,0.00%
+220,370,Musical instrument manufacturing,"$937,638.70",$6.99,0.00%
+221,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13",$99.23,0.00%
+222,85,Meat processed from carcasses,"$59,683,965.53",$433.11,0.00%
+223,24,Gold ore and silver ore mining,"$40,475,210.09",$283.47,0.00%
+224,62,Malt manufacturing,"$10,977,359.34",$76.45,0.00%
+225,373,Burial casket manufacturing,"$6,137,323.55",$42.71,0.00%
+226,32,Metal mining services,"$40,137,198.28",$263.74,0.00%
+227,374,All other miscellaneous manufacturing,"$25,842,264.37",$169.17,0.00%
+228,66,Breakfast cereal manufacturing,"$8,312,290.22",$54.29,0.00%
+229,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$24.48,0.00%
+230,93,Other snack food manufacturing,"$10,656,196.90",$69.11,0.00%
+231,33,Other nonmetallic minerals services,"$83,884,373.37",$525.36,0.00%
+232,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$1,097.13",0.00%
+233,228,Fabricated structural metal manufacturing,"$108,558,620.40",$616.83,0.00%
+234,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05",$439.44,0.00%
+235,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$5,548.79",0.00%
+236,251,Other fabricated metal manufacturing,"$30,533,977.78",$159.69,0.00%
+237,127,Engineered wood member and truss manufacturing,"$88,604,588.45",$452.01,0.00%
+238,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65",$440.22,0.00%
+239,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$30.99,0.00%
+240,238,Spring and wire product manufacturing,"$10,164,502.90",$47.43,0.00%
+241,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$55.13,0.00%
+242,226,Handtool manufacturing,"$14,510,909.57",$67.00,0.00%
+243,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77",$111.16,0.00%
+244,221,Custom roll forming,"$23,817,580.17",$108.49,0.00%
+245,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43",$164.20,0.00%
+246,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94",$73.13,0.00%
+247,231,Sheet metal work manufacturing,"$2,174,657.13",$9.69,0.00%
+248,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83",$474.19,0.00%
+249,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$5.68,0.00%
+250,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$13.76,0.00%
+251,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07",$1.13,0.00%
+252,84,"Animal, except poultry, slaughtering","$216,958,801.29",$740.59,0.00%
+253,9,Sugarcane and sugar beet farming,"$62,280,333.14",$205.03,0.00%
+254,94,Coffee and tea manufacturing,"$30,751,047.34",$93.77,0.00%
+255,358,Blind and shade manufacturing,"$111,215.22",$0.33,0.00%
+256,67,Beet sugar manufacturing,"$209,970,196.03",$587.55,0.00%
+257,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$5.60,0.00%
+258,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16",$7.21,0.00%
+259,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$22.06,0.00%
+260,97,Spice and extract manufacturing,"$12,042,344.87",$27.67,0.00%
+261,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$7.17,0.00%
+262,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$46.14,0.00%
+263,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$2.06,0.00%
+264,58,Dog and cat food manufacturing,"$23,319,111.08",$40.12,0.00%
+265,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35",$760.93,0.00%
+266,86,Rendering and meat byproduct processing,"$169,552.02",$0.25,0.00%
+267,118,Cut and sew apparel contractors,"$624,247.24",$0.93,0.00%
+268,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$15.75,0.00%
+269,326,Motor vehicle body manufacturing,"$51,726,843.92",$77.04,0.00%
+270,354,Custom architectural woodwork and millwork,"$78,271.86",$0.11,0.00%
+271,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$2,015.26",0.00%
+272,265,Industrial mold manufacturing,"$419,356.03",$0.46,0.00%
+273,12,Dairy cattle and milk production,"$62,699,899.43",$62.56,0.00%
+274,113,Curtain and linen mills,"$612,878.58",$0.56,0.00%
+275,121,Leather and hide tanning and finishing,"$1,328,163.62",$1.18,0.00%
+276,114,Textile bag and canvas mills,"$11,730,951.51",$10.38,0.00%
+277,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$12.58,0.00%
+278,311,Lighting fixture manufacturing,"$8,501,584.76",$7.22,0.00%
+279,235,Metal cans manufacturing,"$84,837,591.04",$70.15,0.00%
+280,489,"Hotels and motels, including casino hotels","$1,272,625,779.27",$990.50,0.00%
+281,103,Distilleries,"$59,042,281.71",$44.17,0.00%
+282,172,Toilet preparation manufacturing,"$51,736,916.86",$38.10,0.00%
+283,363,Dental laboratories,"$2,922,984.08",$2.09,0.00%
+284,247,Small arms ammunition manufacturing,"$130,897.97",$0.09,0.00%
+285,122,Footwear manufacturing,"$1,145,231.54",$0.75,0.00%
+286,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01",$3.64,0.00%
+287,173,Printing ink manufacturing,"$6,373,572.26",$3.83,0.00%
+288,1,Oilseed farming,"$938,686.11",$0.56,0.00%
+289,322,Carbon and graphite product manufacturing,"$10,049,890.88",$5.90,0.00%
+290,220,Nonferrous metal foundries,"$16,365,994.89",$8.51,0.00%
+291,292,Other communications equipment manufacturing,"$381,770.64",$0.19,0.00%
+292,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$18.42,0.00%
+293,25,Other metal ore mining,"$65,796,499.90",$30.98,0.00%
+294,123,Other leather and allied product manufacturing,"$17,594,328.12",$7.98,0.00%
+295,353,Wood office furniture manufacturing,"$616,006.76",$0.26,0.00%
+296,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13",$66.96,0.00%
+297,105,"Fiber, yarn, and thread mills","$13,455,310.58",$4.50,0.00%
+298,302,Automatic environmental control manufacturing,"$4,809,195.11",$1.53,0.00%
+299,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$1.28,0.00%
+300,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$2.56,0.00%
+301,109,Knit fabric mills,"$9,334,399.88",$2.60,0.00%
+302,260,All other industrial machinery manufacturing,"$303,218.25",$0.07,0.00%
+303,273,Other engine equipment manufacturing,"$4,730,382.73",$1.04,0.00%
+304,30,Drilling oil and gas wells,"$252,242,568.28",$51.42,0.00%
+305,320,Other communication and energy wire manufacturing,"$38,208,866.07",$7.41,0.00%
+306,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$0.20,0.00%
+307,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$0.16,0.00%
+308,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$0.55,0.00%
+309,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$3.38,0.00%
+310,285,Fluid power pump and motor manufacturing,"$6,646,876.88",$0.80,0.00%
+311,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$0.57,0.00%
+312,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$0.62,0.00%
+313,315,Motor and generator manufacturing,"$101,522,975.36",$6.50,0.00%
+314,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$4.96,0.00%
+315,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$0.18,0.00%
+316,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$1.77,0.00%
+317,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04",$0.44,0.00%
+318,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$1.03,0.00%
+319,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$0.54,0.00%
+320,261,Commercial and service industry machinery manufacturing,"$118,574,901.91",$3.81,0.00%
+321,317,Relay and industrial control manufacturing,"$20,041,079.83",$0.57,0.00%
+322,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$0.29,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$0.12,0.00%
+324,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$0.22,0.00%
+325,337,Aircraft manufacturing,"$86,772,712.07",$0.60,0.00%
+326,343,Ship building and repairing,$0.00,$0.00,0.00%
+327,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+328,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+329,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+330,60,Flour milling,$0.00,$0.00,0.00%
+331,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+332,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+333,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+334,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+335,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+336,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+337,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+338,23,Iron ore mining,$0.00,$0.00,0.00%
+339,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+340,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+341,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+342,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+343,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+344,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+345,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+346,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+347,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+348,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+349,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+350,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+351,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+352,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+353,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+354,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+355,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+356,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+357,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+358,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+359,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+360,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+361,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+362,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+363,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+364,7,Tobacco farming,$0.00,$0.00,0.00%
+365,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+366,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+367,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+368,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+369,200,Lime manufacturing,$0.00,$0.00,0.00%
+370,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+371,237,Hardware manufacturing,$0.00,$0.00,0.00%
+372,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+373,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+374,61,Rice milling,$0.00,$0.00,0.00%
+375,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+376,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+377,8,Cotton farming,$0.00,$0.00,0.00%
+378,137,Paper mills,$0.00,$0.00,0.00%
+379,145,Support activities for printing,$0.00,$0.00,0.00%
+380,193,Glass container manufacturing,$0.00,$0.00,0.00%
+381,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+382,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+383,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+384,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+385,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+386,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+387,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+388,357,Mattress manufacturing,$0.00,$0.00,0.00%
+389,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+390,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+391,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+392,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+393,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+394,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+395,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+396,111,Fabric coating mills,$0.00,$0.00,0.00%
+397,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+398,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+399,83,Poultry processing,$0.00,$0.00,0.00%
+400,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+401,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+402,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+403,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+404,98,All other food manufacturing,$0.00,$0.00,0.00%
+405,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+406,138,Paperboard mills,$0.00,$0.00,0.00%
+407,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+408,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+409,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+410,117,Apparel knitting mills,$0.00,$0.00,0.00%
+411,5,Tree nut farming,$0.00,$0.00,0.00%
+412,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+413,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+414,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+415,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+416,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+417,241,Metal heat treating,$0.00,$0.00,0.00%
+418,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+419,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+420,511,State government passenger transit,$0.00,$0.00,0.00%
+421,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+422,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+423,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+424,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+425,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+426,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+427,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+428,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+429,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+430,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+431,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+432,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+433,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+434,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+435,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+436,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+437,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+438,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+439,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+440,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+441,186,Tire manufacturing,$0.00,$0.00,0.00%
+442,63,Wet corn milling,$0.00,$0.00,0.00%
+443,112,Carpet and rug mills,$0.00,$0.00,0.00%
+444,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+445,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+446,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+447,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+448,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+449,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+450,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+451,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+452,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+453,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+454,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+455,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+456,210,Steel wire drawing,$0.00,$0.00,0.00%
+457,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+458,75,Canned specialties,$0.00,$0.00,0.00%
+459,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+460,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+461,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+462,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+463,412,Sound recording industries,$0.00,$0.00,0.00%
+464,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+465,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+466,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+467,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+468,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+469,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+470,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+471,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+472,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+473,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+474,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+475,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+476,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+477,136,Pulp mills,$0.00,$0.00,0.00%
+478,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+479,512,State government electric utilities,$0.00,$0.00,0.00%
+480,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+481,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+482,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+483,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+484,51,Construction of other new nonresidential structures,"$409,147,464.67",$0.00,0.00%
+485,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+486,318,Battery manufacturing,$0.00,$0.00,0.00%
+487,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+488,409,Greeting card publishing,$0.00,$0.00,0.00%
+489,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+490,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+491,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+492,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+493,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+494,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+495,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+496,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+497,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+498,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+499,77,Cheese manufacturing,$0.00,$0.00,0.00%
+500,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+501,161,Fertilizer mixing,$0.00,$0.00,0.00%
+502,17,Commercial fishing,$0.00,$0.00,0.00%
+503,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+504,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+505,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+506,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+507,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+508,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+509,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+510,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+511,328,Motor home manufacturing,$0.00,$0.00,0.00%
+512,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+513,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+514,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+515,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+516,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+517,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+518,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+519,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+520,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+521,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+522,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+523,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+524,41,Electric power generation - All other,$0.00,$0.00,0.00%
+525,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+526,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+527,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+528,344,Boat building,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/occupation_impacts_table.csv
new file mode 100644
index 0000000..586bbf1
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,2.47,2.33,"$486,898.59","$97,170.37","$584,068.96","5,508.31"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",0.45,0.42,"$87,516.33","$14,998.65","$102,514.98",950.30
+11-3000,Operations Specialties Managers,1.81,1.76,"$379,773.39","$78,092.20","$457,865.59","3,887.26"
+11-9000,Other Management Occupations,1.59,1.51,"$266,277.12","$54,781.37","$321,058.49","3,374.53"
+13-1000,Business Operations Specialists,2.98,2.85,"$343,391.00","$65,333.51","$408,724.51","5,893.80"
+13-2000,Financial Specialists,1.54,1.48,"$187,620.92","$32,953.36","$220,574.28","3,067.95"
+15-1200,Computer Occupations,1.01,0.97,"$146,339.40","$24,702.84","$171,042.24","1,996.69"
+15-2000,Mathematical Science Occupations,0.11,0.11,"$16,516.10","$2,820.01","$19,336.11",215.20
+17-1000,"Architects, Surveyors, and Cartographers",0.33,0.32,"$35,599.51","$7,604.56","$43,204.07",681.04
+17-2000,Engineers,1.81,1.77,"$260,961.88","$57,044.56","$318,006.43","3,979.57"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.21,0.20,"$16,982.10","$3,218.57","$20,200.67",418.04
+19-1000,Life Scientists,0.05,0.05,"$5,069.99",$891.27,"$5,961.27",96.41
+19-2000,Physical Scientists,0.05,0.05,"$6,656.07","$1,356.99","$8,013.06",106.53
+19-3000,Social Scientists and Related Workers,0.03,0.03,"$3,358.26",$607.10,"$3,965.36",61.46
+19-4000,"Life, Physical, and Social Science Technicians",0.13,0.13,"$11,969.39","$2,656.62","$14,626.01",262.13
+19-5000,Occupational Health and Safety Specialists and Technicians,0.39,0.38,"$51,974.00","$11,878.04","$63,852.04",805.20
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",0.46,0.41,"$22,773.00","$4,292.60","$27,065.61",798.70
+21-2000,Religious Workers,0.15,0.13,"$6,400.19",$930.73,"$7,330.93",297.17
+23-1000,"Lawyers, Judges, and Related Workers",0.27,0.25,"$46,467.62","$7,848.02","$54,315.64",563.06
+23-2000,Legal Support Workers,0.18,0.17,"$10,058.58","$1,695.90","$11,754.48",316.73
+25-1000,Postsecondary Teachers,0.08,0.07,"$4,918.24","$1,095.93","$6,014.17",113.32
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.27,0.23,"$10,201.13","$1,936.04","$12,137.17",453.95
+25-3000,Other Teachers and Instructors,0.18,0.16,"$6,837.59","$1,380.27","$8,217.87",230.02
+25-4000,"Librarians, Curators, and Archivists",0.01,0.01,$570.84,$96.77,$667.61,18.58
+25-9000,Other Educational Instruction and Library Occupations,0.14,0.13,"$5,090.01",$965.20,"$6,055.21",200.04
+27-1000,Art and Design Workers,0.17,0.16,"$13,027.29","$2,172.26","$15,199.55",287.92
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.15,0.13,"$8,541.91","$1,460.96","$10,002.87",205.63
+27-3000,Media and Communication Workers,0.18,0.17,"$13,198.40","$2,297.38","$15,495.78",324.03
+27-4000,Media and Communication Equipment Workers,0.11,0.11,"$7,616.00","$1,212.41","$8,828.41",198.78
+29-1000,Healthcare Diagnosing or Treating Practitioners,1.31,1.20,"$162,785.10","$31,888.63","$194,673.73","2,358.06"
+29-2000,Health Technologists and Technicians,0.68,0.62,"$38,121.24","$7,513.58","$45,634.82","1,196.29"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.02,0.02,"$1,777.40",$336.29,"$2,113.69",46.52
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",1.26,1.12,"$36,498.23","$7,144.13","$43,642.37","1,971.20"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.05,0.04,"$2,143.34",$426.64,"$2,569.98",73.19
+31-9000,Other Healthcare Support Occupations,0.51,0.47,"$20,015.38","$3,805.06","$23,820.43",829.12
+33-1000,Supervisors of Protective Service Workers,0.02,0.02,"$2,302.20",$437.41,"$2,739.61",41.17
+33-2000,Firefighting and Prevention Workers,0.01,0.01,$428.64,$77.91,$506.55,27.27
+33-3000,Law Enforcement Workers,0.00,0.00,$448.49,$141.98,$590.48,9.50
+33-9000,Other Protective Service Workers,0.48,0.44,"$31,313.37","$5,807.44","$37,120.81",800.65
+35-1000,Supervisors of Food Preparation and Serving Workers,0.63,0.50,"$28,888.37","$4,118.69","$33,007.06","1,053.30"
+35-2000,Cooks and Food Preparation Workers,1.56,1.25,"$43,154.72","$6,296.25","$49,450.97","2,097.29"
+35-3000,Food and Beverage Serving Workers,3.32,2.64,"$77,254.40","$10,821.71","$88,076.11","3,602.98"
+35-9000,Other Food Preparation and Serving Related Workers,0.68,0.54,"$14,272.18","$1,999.76","$16,271.94",672.02
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.12,0.11,"$5,989.57","$1,053.09","$7,042.66",248.78
+37-2000,Building Cleaning and Pest Control Workers,1.31,1.20,"$44,870.22","$8,642.93","$53,513.15","2,069.37"
+37-3000,Grounds Maintenance Workers,0.51,0.47,"$20,929.60","$3,646.95","$24,576.54",877.72
+39-1000,Supervisors of Personal Care and Service Workers,0.06,0.05,"$3,300.71",$673.89,"$3,974.60",108.34
+39-2000,Animal Care and Service Workers,0.09,0.08,"$2,196.44",$329.45,"$2,525.90",120.20
+39-3000,Entertainment Attendants and Related Workers,0.18,0.16,"$4,887.63","$1,036.22","$5,923.85",208.02
+39-4000,Funeral Service Workers,0.01,0.01,$482.47,$69.10,$551.57,22.75
+39-5000,Personal Appearance Workers,0.10,0.09,"$3,118.25",$466.78,"$3,585.03",134.57
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.01,0.01,$478.31,$89.37,$567.68,21.37
+39-7000,Tour and Travel Guides,0.08,0.08,"$4,677.04",$842.09,"$5,519.13",91.60
+39-9000,Other Personal Care and Service Workers,0.38,0.33,"$8,604.47","$1,549.03","$10,153.50",441.29
+41-1000,Supervisors of Sales Workers,0.66,0.59,"$45,311.27","$8,962.22","$54,273.48","1,307.47"
+41-2000,Retail Sales Workers,3.75,3.29,"$121,470.12","$24,962.42","$146,432.54","5,175.82"
+41-3000,"Sales Representatives, Services",0.83,0.79,"$77,619.79","$13,165.28","$90,785.07","1,663.80"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",1.06,1.02,"$111,451.47","$18,496.52","$129,947.99","2,238.71"
+41-9000,Other Sales and Related Workers,0.18,0.17,"$11,999.61","$2,027.46","$14,027.08",312.28
+43-1000,Supervisors of Office and Administrative Support Workers,0.64,0.61,"$56,607.86","$11,243.49","$67,851.35","1,263.06"
+43-2000,Communications Equipment Operators,0.01,0.01,$452.10,$83.87,$535.97,16.20
+43-3000,Financial Clerks,1.31,1.24,"$82,991.54","$15,802.84","$98,794.38","2,335.25"
+43-4000,Information and Record Clerks,1.81,1.69,"$92,229.24","$16,711.26","$108,940.50","3,036.01"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",1.29,1.19,"$90,544.11","$25,845.40","$116,389.50","2,493.14"
+43-6000,Secretaries and Administrative Assistants,1.17,1.10,"$68,237.67","$12,847.38","$81,085.05","2,065.05"
+43-9000,Other Office and Administrative Support Workers,1.51,1.43,"$75,129.95","$14,644.23","$89,774.18","2,475.55"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.01,0.01,$637.15,$146.14,$783.30,17.53
+45-2000,Agricultural Workers,0.07,0.06,"$3,659.07",$691.36,"$4,350.43",120.34
+45-3000,Fishing and Hunting Workers,0.00,0.00,$2.21,$0.59,$2.80,0.12
+45-4000,"Forest, Conservation, and Logging Workers",0.02,0.02,"$1,264.48",$392.12,"$1,656.61",49.76
+47-1000,Supervisors of Construction and Extraction Workers,4.58,4.50,"$732,281.95","$168,053.91","$900,335.87","10,142.22"
+47-2000,Construction Trades Workers,10.19,10.00,"$1,052,278.95","$239,772.29","$1,292,051.24","21,250.09"
+47-3000,"Helpers, Construction Trades",0.03,0.03,"$1,320.34",$231.37,"$1,551.71",50.90
+47-4000,Other Construction and Related Workers,0.21,0.20,"$19,127.62","$4,448.22","$23,575.83",445.03
+47-5000,Extraction Workers,16.49,16.23,"$1,697,053.15","$393,487.50","$2,090,540.65","38,828.87"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.77,1.72,"$285,102.09","$64,981.75","$350,083.84","3,986.47"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.25,0.23,"$24,704.95","$5,393.05","$30,098.00",527.97
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.12,3.94,"$394,642.01","$85,627.28","$480,269.29","8,768.18"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",5.65,5.50,"$556,530.62","$125,720.67","$682,251.29","11,846.73"
+51-1000,Supervisors of Production Workers,0.40,0.39,"$57,012.48","$13,241.77","$70,254.25",881.55
+51-2000,Assemblers and Fabricators,0.26,0.25,"$14,508.93","$2,523.50","$17,032.43",504.31
+51-3000,Food Processing Workers,0.13,0.11,"$4,937.08","$1,125.37","$6,062.46",211.80
+51-4000,Metal Workers and Plastic Workers,0.93,0.91,"$96,181.41","$21,675.53","$117,856.94","1,931.11"
+51-5100,Printing Workers,0.02,0.02,"$1,039.28",$175.58,"$1,214.86",40.74
+51-6000,"Textile, Apparel, and Furnishings Workers",0.10,0.09,"$4,088.55",$687.95,"$4,776.50",169.81
+51-7000,Woodworkers,0.02,0.02,$862.95,$149.01,"$1,011.96",31.96
+51-8000,Plant and System Operators,0.35,0.34,"$37,711.50","$10,067.34","$47,778.84",756.00
+51-9000,Other Production Occupations,1.40,1.36,"$127,632.91","$28,954.20","$156,587.11","2,795.90"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.61,0.58,"$75,521.54","$16,920.48","$92,442.03","1,306.85"
+53-2000,Air Transportation Workers,0.07,0.06,"$9,103.64","$2,069.37","$11,173.01",123.99
+53-3000,Motor Vehicle Operators,3.72,3.54,"$289,128.00","$65,328.22","$354,456.22","7,620.91"
+53-4000,Rail Transportation Workers,0.40,0.38,"$39,063.54","$11,553.31","$50,616.86",953.96
+53-5000,Water Transportation Workers,0.13,0.12,"$13,274.99","$2,409.98","$15,684.97",313.63
+53-6000,Other Transportation Workers,0.17,0.16,"$7,536.17","$1,520.33","$9,056.50",275.12
+53-7000,Material Moving Workers,5.83,5.59,"$418,201.06","$91,911.96","$510,113.02","10,488.90"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/tax_results.csv
new file mode 100644
index 0000000..454125d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$135,375.18","$1,109,250.41","$777,320.33","$3,413,683.63","$2,720,265.01","$8,155,894.55"
+2 - Indirect,"$17,250.03","$141,690.14","$99,673.57","$463,814.37","$893,607.62","$1,616,035.72"
+3 - Induced,"$10,954.76","$89,939.40","$63,222.62","$291,180.08","$512,758.76","$968,055.63"
+,"$163,579.97","$1,340,879.95","$940,216.52","$4,168,678.08","$4,126,631.39","$10,739,985.91"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..b3205c8
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89"
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37"
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85"
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81"
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78"
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30"
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50"
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24"
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47"
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89"
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69"
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84"
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72"
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11"
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..4749da5
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.74,"$10,105,966.75","$27,795,240.34","$47,000,000.00"
+2 - Indirect,49.09,"$3,461,023.85","$7,131,509.36","$15,058,507.22"
+3 - Induced,41.94,"$1,921,353.13","$4,332,365.60","$7,741,982.14"
+,144.78,"$15,488,343.73","$39,259,115.30","$69,800,489.36"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..512659e
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89",1.67%
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37",0.25%
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85",0.24%
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81",0.22%
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78",0.15%
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30",0.15%
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50",0.14%
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24",0.13%
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47",0.11%
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89",0.10%
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69",0.07%
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84",0.07%
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72",0.06%
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11",0.06%
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12",0.06%
+16,498,Personal and household goods repair and maintenance,"$109,517,563.73","$65,375.16",0.06%
+17,16,Commercial logging,"$38,196,492.13","$22,334.72",0.06%
+18,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$426,414.33",0.06%
+19,515,Local government electric utilities,"$7,801,045.18","$4,283.03",0.05%
+20,455,Business support services,"$81,622,923.15","$43,642.93",0.05%
+21,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$190,731.43",0.05%
+22,398,Water transportation,"$11,961,984.14","$6,237.17",0.05%
+23,458,Services to buildings,"$210,863,686.06","$108,293.27",0.05%
+24,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$124,785.56",0.05%
+25,397,Rail transportation,"$1,846,923,315.97","$873,433.97",0.05%
+26,403,Couriers and messengers,"$213,253,723.63","$100,850.43",0.05%
+27,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$262,840.10",0.05%
+28,437,Legal services,"$411,686,987.07","$183,550.69",0.04%
+29,254,Construction machinery manufacturing,"$33,431,733.61","$14,436.45",0.04%
+30,505,Business and professional associations,"$86,788,585.52","$36,636.21",0.04%
+31,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$239,843.73",0.04%
+32,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$36,508.65",0.04%
+33,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$107,530.27",0.04%
+34,508,Postal service,"$125,450,187.77","$51,135.14",0.04%
+35,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$127,324.22",0.04%
+36,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$211,341.45",0.04%
+37,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$85,367.70",0.04%
+38,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$527,377.19",0.04%
+39,459,Landscape and horticultural services,"$275,016,411.40","$103,924.74",0.04%
+40,399,Truck transportation,"$1,193,488,141.88","$445,058.01",0.04%
+41,197,Concrete block and brick manufacturing,"$4,381,689.69","$1,632.78",0.04%
+42,432,Automotive equipment rental and leasing,"$102,405,091.42","$37,605.31",0.04%
+43,439,"Architectural, engineering, and related services","$663,216,940.93","$236,127.33",0.04%
+44,452,Office administrative services,"$121,416,424.85","$42,756.20",0.04%
+45,408,"Directory, mailing list, and other publishers","$4,955,701.45","$1,637.11",0.03%
+46,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$265,865.49",0.03%
+47,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$36,376.46",0.03%
+48,510,Other federal government enterprises,"$1,867,051.07",$594.06,0.03%
+49,448,Photographic services,"$6,946,918.71","$2,198.19",0.03%
+50,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$39,841.81",0.03%
+51,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$1,545.97",0.03%
+52,390,Retail - Health and personal care stores,"$189,122,051.74","$56,224.66",0.03%
+53,387,Retail - Electronics and appliance stores,"$60,211,745.28","$17,808.00",0.03%
+54,431,Owner-occupied housing,"$4,444,497,247.52","$1,312,787.17",0.03%
+55,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$156,941.97",0.03%
+56,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$66,033.92",0.03%
+57,457,Investigation and security services,"$59,623,127.89","$17,290.12",0.03%
+58,487,Fitness and recreational sports centers,"$47,685,531.12","$13,822.53",0.03%
+59,466,Offices of dentists,"$271,899,263.02","$78,463.91",0.03%
+60,461,Waste management and remediation services,"$225,632,059.53","$64,997.29",0.03%
+61,472,Hospitals,"$775,130,452.97","$222,907.69",0.03%
+62,460,Other support services,"$116,743,407.01","$33,544.18",0.03%
+63,447,"Advertising, public relations, and related services","$76,206,587.86","$21,877.41",0.03%
+64,499,Personal care services,"$105,986,766.41","$30,359.23",0.03%
+65,454,Employment services,"$387,522,663.46","$109,869.56",0.03%
+66,492,Limited-service restaurants,"$1,041,352,547.93","$292,947.71",0.03%
+67,462,Elementary and secondary schools,"$34,238,275.96","$9,621.58",0.03%
+68,440,Specialized design services,"$35,933,528.26","$10,091.43",0.03%
+69,479,Commercial Sports Except Racing,"$3,476,338.42",$976.23,0.03%
+70,394,Retail - General merchandise stores,"$553,647,942.57","$154,506.53",0.03%
+71,425,Direct life insurance carriers,"$42,208,644.52","$11,770.66",0.03%
+72,389,Retail - Food and beverage stores,"$517,469,128.57","$142,282.41",0.03%
+73,444,Management consulting services,"$251,198,056.46","$68,576.12",0.03%
+74,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$42,194.01",0.03%
+75,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$67,383.76",0.03%
+76,475,Individual and family services,"$223,584,092.68","$60,407.77",0.03%
+77,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$34,262.76",0.03%
+78,406,Periodical publishers,"$16,212,170.93","$4,358.23",0.03%
+79,491,Full-service restaurants,"$957,773,115.52","$255,349.60",0.03%
+80,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$32,660.46",0.03%
+81,478,Performing arts companies,"$63,413,148.22","$16,838.75",0.03%
+82,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$30,014.34",0.03%
+83,396,Air transportation,"$185,983,832.23","$48,662.65",0.03%
+84,426,"Insurance carriers, except direct life","$545,149,698.92","$142,439.83",0.03%
+85,484,Amusement parks and arcades,"$8,147,368.71","$2,115.38",0.03%
+86,413,Radio and television broadcasting,"$128,460,835.20","$33,250.22",0.03%
+87,495,Car washes,"$60,896,626.31","$15,465.26",0.03%
+88,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$52,931.72",0.03%
+89,465,Offices of physicians,"$740,188,232.97","$183,418.72",0.02%
+90,502,Other personal services,"$178,806,274.18","$43,642.68",0.02%
+91,503,Religious organizations,"$135,764,739.85","$33,077.93",0.02%
+92,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$22,374.57",0.02%
+93,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$33,390.75",0.02%
+94,507,Private households,"$17,924,890.71","$4,240.13",0.02%
+95,506,Labor and civic organizations,"$105,944,986.89","$25,059.63",0.02%
+96,514,Local government passenger transit,"$2,981,749.49",$690.40,0.02%
+97,414,Cable and other subscription programming,"$23,580,404.28","$5,358.68",0.02%
+98,473,Nursing and community care facilities,"$273,693,670.49","$61,960.91",0.02%
+99,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$56,127.06",0.02%
+100,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$16,474.85",0.02%
+101,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$66,928.08",0.02%
+102,43,Natural gas distribution,"$226,004,592.60","$50,510.89",0.02%
+103,400,Transit and ground passenger transportation,"$87,175,571.40","$19,452.30",0.02%
+104,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$125,924.35",0.02%
+105,37,Electric power generation - Solar,"$4,333,055.09",$949.31,0.02%
+106,38,Electric power generation - Wind,"$185,428,436.16","$40,624.78",0.02%
+107,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$420,863.81",0.02%
+108,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$51,098.60",0.02%
+109,476,Child day care services,"$173,556,969.71","$37,708.93",0.02%
+110,449,Veterinary services,"$101,826,770.30","$21,866.82",0.02%
+111,464,Other educational services,"$276,105,016.01","$58,792.97",0.02%
+112,404,Warehousing and storage,"$190,282,196.62","$40,304.41",0.02%
+113,468,Outpatient care centers,"$330,858,673.33","$69,314.97",0.02%
+114,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$38,517.41",0.02%
+115,493,All other food and drinking places,"$603,532,483.05","$123,672.09",0.02%
+116,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$218,435.45",0.02%
+117,410,Software publishers,"$184,892,079.62","$37,544.33",0.02%
+118,443,"Other computer related services, including facilities management","$44,926,337.84","$9,103.16",0.02%
+119,418,"Data processing, hosting, and related services","$291,048,307.59","$56,940.88",0.02%
+120,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$1,649.52",0.02%
+121,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$23,622.91",0.02%
+122,481,"Independent artists, writers, and performers","$137,990,888.93","$26,459.86",0.02%
+123,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27",$941.64,0.02%
+124,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$27,380.08",0.02%
+125,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$8,567.41",0.02%
+126,3,Vegetable and melon farming,"$6,609,930.97","$1,230.02",0.02%
+127,104,Tobacco manufacturing,"$6,603,883.06","$1,201.65",0.02%
+128,405,Newspaper publishers,"$75,385,661.65","$13,501.17",0.02%
+129,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$60,199.70",0.02%
+130,469,Medical and diagnostic laboratories,"$105,938,912.27","$18,627.33",0.02%
+131,146,Petroleum refineries,"$6,572,475,454.77","$1,154,686.87",0.02%
+132,516,Other local government enterprises,"$776,177,579.59","$132,349.61",0.02%
+133,44,"Water, sewage and other systems","$21,303,485.72","$3,611.74",0.02%
+134,430,Tenant-occupied housing,"$1,046,341,198.42","$175,673.26",0.02%
+135,513,Other state government enterprises,"$14,156,836.55","$2,350.73",0.02%
+136,500,Death care services,"$46,286,967.10","$7,683.79",0.02%
+137,4,Fruit farming,"$384,884.42",$62.37,0.02%
+138,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$51,591.45",0.02%
+139,391,Retail - Gasoline stores,"$487,933,166.50","$74,717.97",0.02%
+140,411,Motion picture and video industries,"$109,931,494.98","$16,654.07",0.02%
+141,471,Other ambulatory health care services,"$103,224,782.99","$15,298.02",0.01%
+142,129,Wood windows and door manufacturing,"$6,006,154.37",$888.54,0.01%
+143,429,Other real estate,"$4,970,388,101.43","$734,623.34",0.01%
+144,196,Ready-mix concrete manufacturing,"$285,491,907.84","$42,186.71",0.01%
+145,467,Offices of other health practitioners,"$364,689,970.79","$53,465.00",0.01%
+146,415,Wired telecommunications carriers,"$765,674,352.28","$112,238.34",0.01%
+147,470,Home health care services,"$73,759,567.90","$10,610.22",0.01%
+148,456,Travel arrangement and reservation services,"$498,338,395.79","$71,574.87",0.01%
+149,486,Other amusement and recreation industries,"$263,123,626.14","$35,700.08",0.01%
+150,501,Dry-cleaning and laundry services,"$83,675,246.11","$11,227.69",0.01%
+151,407,Book publishers,"$8,704,740.33","$1,112.52",0.01%
+152,485,Gambling industries (except casino hotels),"$417,593,840.35","$46,806.84",0.01%
+153,488,Bowling centers,"$21,593,225.39","$2,272.64",0.01%
+154,480,Racing and Track Operation,"$6,801,162.46",$703.56,0.01%
+155,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$50,425.95",0.01%
+156,135,All other miscellaneous wood product manufacturing,"$1,464,925.21",$142.48,0.01%
+157,453,Facilities support services,"$18,809,929.65","$1,804.12",0.01%
+158,198,Concrete pipe manufacturing,"$4,169,914.39",$399.45,0.01%
+159,434,Video tape and disc rental,"$3,473,473.59",$320.84,0.01%
+160,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$2,254.28",0.01%
+161,134,Prefabricated wood building manufacturing,"$6,341,600.48",$565.22,0.01%
+162,203,Cut stone and stone product manufacturing,"$1,374,172.26",$119.78,0.01%
+163,445,Environmental and other technical consulting services,"$1,027,018,118.68","$74,794.30",0.01%
+164,442,Computer systems design services,"$304,936,867.78","$20,696.28",0.01%
+165,144,Printing,"$57,542,256.23","$3,652.37",0.01%
+166,100,Manufactured ice,"$3,942,329.02",$247.30,0.01%
+167,490,Other accommodations,"$130,132,793.65","$8,134.06",0.01%
+168,368,Sign manufacturing,"$23,533,228.46","$1,394.17",0.01%
+169,401,Pipeline transportation,"$1,611,889,849.10","$93,322.83",0.01%
+170,27,Sand and gravel mining,"$216,223,131.49","$12,517.40",0.01%
+171,20,Oil and gas extraction,"$4,984,035,362.50","$276,518.46",0.01%
+172,335,Other motor vehicle parts manufacturing,"$4,272,109.66",$220.83,0.01%
+173,15,"Forestry, forest products, and timber tract production","$319,991.92",$16.09,0.01%
+174,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86",$574.25,0.01%
+175,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$8,198.55",0.00%
+176,199,Other concrete product manufacturing,"$20,536,708.26",$884.64,0.00%
+177,10,All other crop farming,"$163,550,998.97","$7,003.61",0.00%
+178,195,Cement manufacturing,"$132,407,672.79","$5,428.06",0.00%
+179,446,Scientific research and development services,"$1,017,623,425.88","$39,979.86",0.00%
+180,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$24,613.29",0.00%
+181,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$3,180.07",0.00%
+182,441,Custom computer programming services,"$266,955,199.74","$9,567.57",0.00%
+183,99,Bottled and canned soft drinks and water,"$177,852,624.62","$6,271.34",0.00%
+184,18,Commercial hunting and trapping,"$23,256,232.55",$774.72,0.00%
+185,125,Wood preservation,"$25,246,163.52",$816.04,0.00%
+186,19,Support activities for agriculture and forestry,"$44,762,204.87","$1,303.41",0.00%
+187,201,Gypsum product manufacturing,"$62,726,288.59","$1,685.30",0.00%
+188,132,Wood container and pallet manufacturing,"$5,150,805.78",$134.34,0.00%
+189,124,Sawmills,"$141,329,754.94","$3,308.55",0.00%
+190,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22",$60.38,0.00%
+191,139,Paperboard container manufacturing,"$2,219,895.78",$50.64,0.00%
+192,151,Petrochemical manufacturing,"$673,077,918.86","$15,340.65",0.00%
+193,242,Metal coating and nonprecious engraving,"$8,101,071.47",$182.52,0.00%
+194,329,Travel trailer and camper manufacturing,"$11,059,948.62",$237.56,0.00%
+195,102,Wineries,"$2,616,541.19",$51.48,0.00%
+196,229,Plate work manufacturing,"$7,212,949.34",$138.76,0.00%
+197,239,Machine shops,"$129,567,269.37","$2,406.37",0.00%
+198,188,Other rubber product manufacturing,"$4,573,849.57",$82.00,0.00%
+199,13,Poultry and egg production,"$69,842,214.62","$1,238.79",0.00%
+200,175,Custom compounding of purchased resins,"$17,576,678.87",$305.43,0.00%
+201,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$68.53,0.00%
+202,101,Breweries,"$54,815,146.01",$833.45,0.00%
+203,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$1,728.36",0.00%
+204,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64",$561.99,0.00%
+205,79,Fluid milk manufacturing,"$4,900,848.36",$66.13,0.00%
+206,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$9.57,0.00%
+207,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47",$748.74,0.00%
+208,366,"Doll, toy, and game manufacturing","$8,851,137.40",$106.80,0.00%
+209,2,Grain farming,"$130,099,289.43","$1,271.08",0.00%
+210,185,Other plastics product manufacturing,"$54,262,105.84",$528.81,0.00%
+211,155,Other basic organic chemical manufacturing,"$99,443,897.11",$969.04,0.00%
+212,31,Support activities for oil and gas operations,"$1,698,256,439.85","$16,148.18",0.00%
+213,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07",$1.64,0.00%
+214,224,Nonferrous forging,"$17,187,170.89",$147.95,0.00%
+215,364,Jewelry and silverware manufacturing,"$9,505,473.72",$81.60,0.00%
+216,223,Iron and steel forging,"$52,274,449.17",$419.02,0.00%
+217,59,Other animal food manufacturing,"$23,797,093.38",$189.35,0.00%
+218,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97",$85.97,0.00%
+219,116,Other textile product mills,"$18,711,047.72",$139.97,0.00%
+220,370,Musical instrument manufacturing,"$937,638.70",$6.99,0.00%
+221,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13",$99.23,0.00%
+222,85,Meat processed from carcasses,"$59,683,965.53",$433.11,0.00%
+223,24,Gold ore and silver ore mining,"$40,475,210.09",$283.47,0.00%
+224,62,Malt manufacturing,"$10,977,359.34",$76.45,0.00%
+225,373,Burial casket manufacturing,"$6,137,323.55",$42.71,0.00%
+226,32,Metal mining services,"$40,137,198.28",$263.74,0.00%
+227,374,All other miscellaneous manufacturing,"$25,842,264.37",$169.17,0.00%
+228,66,Breakfast cereal manufacturing,"$8,312,290.22",$54.29,0.00%
+229,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$24.48,0.00%
+230,93,Other snack food manufacturing,"$10,656,196.90",$69.11,0.00%
+231,33,Other nonmetallic minerals services,"$83,884,373.37",$525.36,0.00%
+232,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$1,097.13",0.00%
+233,228,Fabricated structural metal manufacturing,"$108,558,620.40",$616.83,0.00%
+234,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05",$439.44,0.00%
+235,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$5,548.79",0.00%
+236,251,Other fabricated metal manufacturing,"$30,533,977.78",$159.69,0.00%
+237,127,Engineered wood member and truss manufacturing,"$88,604,588.45",$452.01,0.00%
+238,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65",$440.22,0.00%
+239,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$30.99,0.00%
+240,238,Spring and wire product manufacturing,"$10,164,502.90",$47.43,0.00%
+241,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$55.13,0.00%
+242,226,Handtool manufacturing,"$14,510,909.57",$67.00,0.00%
+243,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77",$111.16,0.00%
+244,221,Custom roll forming,"$23,817,580.17",$108.49,0.00%
+245,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43",$164.20,0.00%
+246,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94",$73.13,0.00%
+247,231,Sheet metal work manufacturing,"$2,174,657.13",$9.69,0.00%
+248,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83",$474.19,0.00%
+249,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$5.68,0.00%
+250,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$13.76,0.00%
+251,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07",$1.13,0.00%
+252,84,"Animal, except poultry, slaughtering","$216,958,801.29",$740.59,0.00%
+253,9,Sugarcane and sugar beet farming,"$62,280,333.14",$205.03,0.00%
+254,94,Coffee and tea manufacturing,"$30,751,047.34",$93.77,0.00%
+255,358,Blind and shade manufacturing,"$111,215.22",$0.33,0.00%
+256,67,Beet sugar manufacturing,"$209,970,196.03",$587.55,0.00%
+257,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$5.60,0.00%
+258,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16",$7.21,0.00%
+259,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$22.06,0.00%
+260,97,Spice and extract manufacturing,"$12,042,344.87",$27.67,0.00%
+261,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$7.17,0.00%
+262,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$46.14,0.00%
+263,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$2.06,0.00%
+264,58,Dog and cat food manufacturing,"$23,319,111.08",$40.12,0.00%
+265,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35",$760.93,0.00%
+266,86,Rendering and meat byproduct processing,"$169,552.02",$0.25,0.00%
+267,118,Cut and sew apparel contractors,"$624,247.24",$0.93,0.00%
+268,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$15.75,0.00%
+269,326,Motor vehicle body manufacturing,"$51,726,843.92",$77.04,0.00%
+270,354,Custom architectural woodwork and millwork,"$78,271.86",$0.11,0.00%
+271,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$2,015.26",0.00%
+272,265,Industrial mold manufacturing,"$419,356.03",$0.46,0.00%
+273,12,Dairy cattle and milk production,"$62,699,899.43",$62.56,0.00%
+274,113,Curtain and linen mills,"$612,878.58",$0.56,0.00%
+275,121,Leather and hide tanning and finishing,"$1,328,163.62",$1.18,0.00%
+276,114,Textile bag and canvas mills,"$11,730,951.51",$10.38,0.00%
+277,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$12.58,0.00%
+278,311,Lighting fixture manufacturing,"$8,501,584.76",$7.22,0.00%
+279,235,Metal cans manufacturing,"$84,837,591.04",$70.15,0.00%
+280,489,"Hotels and motels, including casino hotels","$1,272,625,779.27",$990.50,0.00%
+281,103,Distilleries,"$59,042,281.71",$44.17,0.00%
+282,172,Toilet preparation manufacturing,"$51,736,916.86",$38.10,0.00%
+283,363,Dental laboratories,"$2,922,984.08",$2.09,0.00%
+284,247,Small arms ammunition manufacturing,"$130,897.97",$0.09,0.00%
+285,122,Footwear manufacturing,"$1,145,231.54",$0.75,0.00%
+286,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01",$3.64,0.00%
+287,173,Printing ink manufacturing,"$6,373,572.26",$3.83,0.00%
+288,1,Oilseed farming,"$938,686.11",$0.56,0.00%
+289,322,Carbon and graphite product manufacturing,"$10,049,890.88",$5.90,0.00%
+290,220,Nonferrous metal foundries,"$16,365,994.89",$8.51,0.00%
+291,292,Other communications equipment manufacturing,"$381,770.64",$0.19,0.00%
+292,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$18.42,0.00%
+293,25,Other metal ore mining,"$65,796,499.90",$30.98,0.00%
+294,123,Other leather and allied product manufacturing,"$17,594,328.12",$7.98,0.00%
+295,353,Wood office furniture manufacturing,"$616,006.76",$0.26,0.00%
+296,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13",$66.96,0.00%
+297,105,"Fiber, yarn, and thread mills","$13,455,310.58",$4.50,0.00%
+298,302,Automatic environmental control manufacturing,"$4,809,195.11",$1.53,0.00%
+299,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$1.28,0.00%
+300,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$2.56,0.00%
+301,109,Knit fabric mills,"$9,334,399.88",$2.60,0.00%
+302,260,All other industrial machinery manufacturing,"$303,218.25",$0.07,0.00%
+303,273,Other engine equipment manufacturing,"$4,730,382.73",$1.04,0.00%
+304,30,Drilling oil and gas wells,"$252,242,568.28",$51.42,0.00%
+305,320,Other communication and energy wire manufacturing,"$38,208,866.07",$7.41,0.00%
+306,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$0.20,0.00%
+307,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$0.16,0.00%
+308,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$0.55,0.00%
+309,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$3.38,0.00%
+310,285,Fluid power pump and motor manufacturing,"$6,646,876.88",$0.80,0.00%
+311,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$0.57,0.00%
+312,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$0.62,0.00%
+313,315,Motor and generator manufacturing,"$101,522,975.36",$6.50,0.00%
+314,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$4.96,0.00%
+315,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$0.18,0.00%
+316,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$1.77,0.00%
+317,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04",$0.44,0.00%
+318,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$1.03,0.00%
+319,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$0.54,0.00%
+320,261,Commercial and service industry machinery manufacturing,"$118,574,901.91",$3.81,0.00%
+321,317,Relay and industrial control manufacturing,"$20,041,079.83",$0.57,0.00%
+322,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$0.29,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$0.12,0.00%
+324,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$0.22,0.00%
+325,337,Aircraft manufacturing,"$86,772,712.07",$0.60,0.00%
+326,343,Ship building and repairing,$0.00,$0.00,0.00%
+327,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+328,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+329,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+330,60,Flour milling,$0.00,$0.00,0.00%
+331,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+332,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+333,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+334,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+335,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+336,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+337,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+338,23,Iron ore mining,$0.00,$0.00,0.00%
+339,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+340,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+341,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+342,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+343,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+344,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+345,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+346,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+347,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+348,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+349,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+350,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+351,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+352,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+353,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+354,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+355,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+356,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+357,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+358,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+359,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+360,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+361,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+362,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+363,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+364,7,Tobacco farming,$0.00,$0.00,0.00%
+365,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+366,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+367,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+368,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+369,200,Lime manufacturing,$0.00,$0.00,0.00%
+370,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+371,237,Hardware manufacturing,$0.00,$0.00,0.00%
+372,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+373,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+374,61,Rice milling,$0.00,$0.00,0.00%
+375,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+376,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+377,8,Cotton farming,$0.00,$0.00,0.00%
+378,137,Paper mills,$0.00,$0.00,0.00%
+379,145,Support activities for printing,$0.00,$0.00,0.00%
+380,193,Glass container manufacturing,$0.00,$0.00,0.00%
+381,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+382,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+383,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+384,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+385,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+386,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+387,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+388,357,Mattress manufacturing,$0.00,$0.00,0.00%
+389,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+390,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+391,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+392,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+393,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+394,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+395,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+396,111,Fabric coating mills,$0.00,$0.00,0.00%
+397,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+398,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+399,83,Poultry processing,$0.00,$0.00,0.00%
+400,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+401,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+402,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+403,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+404,98,All other food manufacturing,$0.00,$0.00,0.00%
+405,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+406,138,Paperboard mills,$0.00,$0.00,0.00%
+407,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+408,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+409,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+410,117,Apparel knitting mills,$0.00,$0.00,0.00%
+411,5,Tree nut farming,$0.00,$0.00,0.00%
+412,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+413,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+414,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+415,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+416,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+417,241,Metal heat treating,$0.00,$0.00,0.00%
+418,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+419,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+420,511,State government passenger transit,$0.00,$0.00,0.00%
+421,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+422,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+423,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+424,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+425,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+426,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+427,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+428,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+429,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+430,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+431,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+432,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+433,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+434,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+435,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+436,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+437,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+438,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+439,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+440,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+441,186,Tire manufacturing,$0.00,$0.00,0.00%
+442,63,Wet corn milling,$0.00,$0.00,0.00%
+443,112,Carpet and rug mills,$0.00,$0.00,0.00%
+444,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+445,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+446,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+447,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+448,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+449,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+450,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+451,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+452,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+453,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+454,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+455,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+456,210,Steel wire drawing,$0.00,$0.00,0.00%
+457,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+458,75,Canned specialties,$0.00,$0.00,0.00%
+459,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+460,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+461,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+462,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+463,412,Sound recording industries,$0.00,$0.00,0.00%
+464,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+465,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+466,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+467,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+468,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+469,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+470,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+471,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+472,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+473,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+474,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+475,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+476,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+477,136,Pulp mills,$0.00,$0.00,0.00%
+478,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+479,512,State government electric utilities,$0.00,$0.00,0.00%
+480,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+481,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+482,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+483,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+484,51,Construction of other new nonresidential structures,"$409,147,464.67",$0.00,0.00%
+485,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+486,318,Battery manufacturing,$0.00,$0.00,0.00%
+487,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+488,409,Greeting card publishing,$0.00,$0.00,0.00%
+489,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+490,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+491,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+492,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+493,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+494,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+495,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+496,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+497,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+498,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+499,77,Cheese manufacturing,$0.00,$0.00,0.00%
+500,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+501,161,Fertilizer mixing,$0.00,$0.00,0.00%
+502,17,Commercial fishing,$0.00,$0.00,0.00%
+503,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+504,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+505,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+506,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+507,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+508,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+509,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+510,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+511,328,Motor home manufacturing,$0.00,$0.00,0.00%
+512,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+513,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+514,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+515,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+516,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+517,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+518,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+519,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+520,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+521,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+522,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+523,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+524,41,Electric power generation - All other,$0.00,$0.00,0.00%
+525,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+526,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+527,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+528,344,Boat building,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/occupation_impacts_table.csv
new file mode 100644
index 0000000..586bbf1
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,2.47,2.33,"$486,898.59","$97,170.37","$584,068.96","5,508.31"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",0.45,0.42,"$87,516.33","$14,998.65","$102,514.98",950.30
+11-3000,Operations Specialties Managers,1.81,1.76,"$379,773.39","$78,092.20","$457,865.59","3,887.26"
+11-9000,Other Management Occupations,1.59,1.51,"$266,277.12","$54,781.37","$321,058.49","3,374.53"
+13-1000,Business Operations Specialists,2.98,2.85,"$343,391.00","$65,333.51","$408,724.51","5,893.80"
+13-2000,Financial Specialists,1.54,1.48,"$187,620.92","$32,953.36","$220,574.28","3,067.95"
+15-1200,Computer Occupations,1.01,0.97,"$146,339.40","$24,702.84","$171,042.24","1,996.69"
+15-2000,Mathematical Science Occupations,0.11,0.11,"$16,516.10","$2,820.01","$19,336.11",215.20
+17-1000,"Architects, Surveyors, and Cartographers",0.33,0.32,"$35,599.51","$7,604.56","$43,204.07",681.04
+17-2000,Engineers,1.81,1.77,"$260,961.88","$57,044.56","$318,006.43","3,979.57"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.21,0.20,"$16,982.10","$3,218.57","$20,200.67",418.04
+19-1000,Life Scientists,0.05,0.05,"$5,069.99",$891.27,"$5,961.27",96.41
+19-2000,Physical Scientists,0.05,0.05,"$6,656.07","$1,356.99","$8,013.06",106.53
+19-3000,Social Scientists and Related Workers,0.03,0.03,"$3,358.26",$607.10,"$3,965.36",61.46
+19-4000,"Life, Physical, and Social Science Technicians",0.13,0.13,"$11,969.39","$2,656.62","$14,626.01",262.13
+19-5000,Occupational Health and Safety Specialists and Technicians,0.39,0.38,"$51,974.00","$11,878.04","$63,852.04",805.20
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",0.46,0.41,"$22,773.00","$4,292.60","$27,065.61",798.70
+21-2000,Religious Workers,0.15,0.13,"$6,400.19",$930.73,"$7,330.93",297.17
+23-1000,"Lawyers, Judges, and Related Workers",0.27,0.25,"$46,467.62","$7,848.02","$54,315.64",563.06
+23-2000,Legal Support Workers,0.18,0.17,"$10,058.58","$1,695.90","$11,754.48",316.73
+25-1000,Postsecondary Teachers,0.08,0.07,"$4,918.24","$1,095.93","$6,014.17",113.32
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.27,0.23,"$10,201.13","$1,936.04","$12,137.17",453.95
+25-3000,Other Teachers and Instructors,0.18,0.16,"$6,837.59","$1,380.27","$8,217.87",230.02
+25-4000,"Librarians, Curators, and Archivists",0.01,0.01,$570.84,$96.77,$667.61,18.58
+25-9000,Other Educational Instruction and Library Occupations,0.14,0.13,"$5,090.01",$965.20,"$6,055.21",200.04
+27-1000,Art and Design Workers,0.17,0.16,"$13,027.29","$2,172.26","$15,199.55",287.92
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.15,0.13,"$8,541.91","$1,460.96","$10,002.87",205.63
+27-3000,Media and Communication Workers,0.18,0.17,"$13,198.40","$2,297.38","$15,495.78",324.03
+27-4000,Media and Communication Equipment Workers,0.11,0.11,"$7,616.00","$1,212.41","$8,828.41",198.78
+29-1000,Healthcare Diagnosing or Treating Practitioners,1.31,1.20,"$162,785.10","$31,888.63","$194,673.73","2,358.06"
+29-2000,Health Technologists and Technicians,0.68,0.62,"$38,121.24","$7,513.58","$45,634.82","1,196.29"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.02,0.02,"$1,777.40",$336.29,"$2,113.69",46.52
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",1.26,1.12,"$36,498.23","$7,144.13","$43,642.37","1,971.20"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.05,0.04,"$2,143.34",$426.64,"$2,569.98",73.19
+31-9000,Other Healthcare Support Occupations,0.51,0.47,"$20,015.38","$3,805.06","$23,820.43",829.12
+33-1000,Supervisors of Protective Service Workers,0.02,0.02,"$2,302.20",$437.41,"$2,739.61",41.17
+33-2000,Firefighting and Prevention Workers,0.01,0.01,$428.64,$77.91,$506.55,27.27
+33-3000,Law Enforcement Workers,0.00,0.00,$448.49,$141.98,$590.48,9.50
+33-9000,Other Protective Service Workers,0.48,0.44,"$31,313.37","$5,807.44","$37,120.81",800.65
+35-1000,Supervisors of Food Preparation and Serving Workers,0.63,0.50,"$28,888.37","$4,118.69","$33,007.06","1,053.30"
+35-2000,Cooks and Food Preparation Workers,1.56,1.25,"$43,154.72","$6,296.25","$49,450.97","2,097.29"
+35-3000,Food and Beverage Serving Workers,3.32,2.64,"$77,254.40","$10,821.71","$88,076.11","3,602.98"
+35-9000,Other Food Preparation and Serving Related Workers,0.68,0.54,"$14,272.18","$1,999.76","$16,271.94",672.02
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.12,0.11,"$5,989.57","$1,053.09","$7,042.66",248.78
+37-2000,Building Cleaning and Pest Control Workers,1.31,1.20,"$44,870.22","$8,642.93","$53,513.15","2,069.37"
+37-3000,Grounds Maintenance Workers,0.51,0.47,"$20,929.60","$3,646.95","$24,576.54",877.72
+39-1000,Supervisors of Personal Care and Service Workers,0.06,0.05,"$3,300.71",$673.89,"$3,974.60",108.34
+39-2000,Animal Care and Service Workers,0.09,0.08,"$2,196.44",$329.45,"$2,525.90",120.20
+39-3000,Entertainment Attendants and Related Workers,0.18,0.16,"$4,887.63","$1,036.22","$5,923.85",208.02
+39-4000,Funeral Service Workers,0.01,0.01,$482.47,$69.10,$551.57,22.75
+39-5000,Personal Appearance Workers,0.10,0.09,"$3,118.25",$466.78,"$3,585.03",134.57
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.01,0.01,$478.31,$89.37,$567.68,21.37
+39-7000,Tour and Travel Guides,0.08,0.08,"$4,677.04",$842.09,"$5,519.13",91.60
+39-9000,Other Personal Care and Service Workers,0.38,0.33,"$8,604.47","$1,549.03","$10,153.50",441.29
+41-1000,Supervisors of Sales Workers,0.66,0.59,"$45,311.27","$8,962.22","$54,273.48","1,307.47"
+41-2000,Retail Sales Workers,3.75,3.29,"$121,470.12","$24,962.42","$146,432.54","5,175.82"
+41-3000,"Sales Representatives, Services",0.83,0.79,"$77,619.79","$13,165.28","$90,785.07","1,663.80"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",1.06,1.02,"$111,451.47","$18,496.52","$129,947.99","2,238.71"
+41-9000,Other Sales and Related Workers,0.18,0.17,"$11,999.61","$2,027.46","$14,027.08",312.28
+43-1000,Supervisors of Office and Administrative Support Workers,0.64,0.61,"$56,607.86","$11,243.49","$67,851.35","1,263.06"
+43-2000,Communications Equipment Operators,0.01,0.01,$452.10,$83.87,$535.97,16.20
+43-3000,Financial Clerks,1.31,1.24,"$82,991.54","$15,802.84","$98,794.38","2,335.25"
+43-4000,Information and Record Clerks,1.81,1.69,"$92,229.24","$16,711.26","$108,940.50","3,036.01"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",1.29,1.19,"$90,544.11","$25,845.40","$116,389.50","2,493.14"
+43-6000,Secretaries and Administrative Assistants,1.17,1.10,"$68,237.67","$12,847.38","$81,085.05","2,065.05"
+43-9000,Other Office and Administrative Support Workers,1.51,1.43,"$75,129.95","$14,644.23","$89,774.18","2,475.55"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.01,0.01,$637.15,$146.14,$783.30,17.53
+45-2000,Agricultural Workers,0.07,0.06,"$3,659.07",$691.36,"$4,350.43",120.34
+45-3000,Fishing and Hunting Workers,0.00,0.00,$2.21,$0.59,$2.80,0.12
+45-4000,"Forest, Conservation, and Logging Workers",0.02,0.02,"$1,264.48",$392.12,"$1,656.61",49.76
+47-1000,Supervisors of Construction and Extraction Workers,4.58,4.50,"$732,281.95","$168,053.91","$900,335.87","10,142.22"
+47-2000,Construction Trades Workers,10.19,10.00,"$1,052,278.95","$239,772.29","$1,292,051.24","21,250.09"
+47-3000,"Helpers, Construction Trades",0.03,0.03,"$1,320.34",$231.37,"$1,551.71",50.90
+47-4000,Other Construction and Related Workers,0.21,0.20,"$19,127.62","$4,448.22","$23,575.83",445.03
+47-5000,Extraction Workers,16.49,16.23,"$1,697,053.15","$393,487.50","$2,090,540.65","38,828.87"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.77,1.72,"$285,102.09","$64,981.75","$350,083.84","3,986.47"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.25,0.23,"$24,704.95","$5,393.05","$30,098.00",527.97
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.12,3.94,"$394,642.01","$85,627.28","$480,269.29","8,768.18"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",5.65,5.50,"$556,530.62","$125,720.67","$682,251.29","11,846.73"
+51-1000,Supervisors of Production Workers,0.40,0.39,"$57,012.48","$13,241.77","$70,254.25",881.55
+51-2000,Assemblers and Fabricators,0.26,0.25,"$14,508.93","$2,523.50","$17,032.43",504.31
+51-3000,Food Processing Workers,0.13,0.11,"$4,937.08","$1,125.37","$6,062.46",211.80
+51-4000,Metal Workers and Plastic Workers,0.93,0.91,"$96,181.41","$21,675.53","$117,856.94","1,931.11"
+51-5100,Printing Workers,0.02,0.02,"$1,039.28",$175.58,"$1,214.86",40.74
+51-6000,"Textile, Apparel, and Furnishings Workers",0.10,0.09,"$4,088.55",$687.95,"$4,776.50",169.81
+51-7000,Woodworkers,0.02,0.02,$862.95,$149.01,"$1,011.96",31.96
+51-8000,Plant and System Operators,0.35,0.34,"$37,711.50","$10,067.34","$47,778.84",756.00
+51-9000,Other Production Occupations,1.40,1.36,"$127,632.91","$28,954.20","$156,587.11","2,795.90"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.61,0.58,"$75,521.54","$16,920.48","$92,442.03","1,306.85"
+53-2000,Air Transportation Workers,0.07,0.06,"$9,103.64","$2,069.37","$11,173.01",123.99
+53-3000,Motor Vehicle Operators,3.72,3.54,"$289,128.00","$65,328.22","$354,456.22","7,620.91"
+53-4000,Rail Transportation Workers,0.40,0.38,"$39,063.54","$11,553.31","$50,616.86",953.96
+53-5000,Water Transportation Workers,0.13,0.12,"$13,274.99","$2,409.98","$15,684.97",313.63
+53-6000,Other Transportation Workers,0.17,0.16,"$7,536.17","$1,520.33","$9,056.50",275.12
+53-7000,Material Moving Workers,5.83,5.59,"$418,201.06","$91,911.96","$510,113.02","10,488.90"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/tax_results.csv
new file mode 100644
index 0000000..454125d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$135,375.18","$1,109,250.41","$777,320.33","$3,413,683.63","$2,720,265.01","$8,155,894.55"
+2 - Indirect,"$17,250.03","$141,690.14","$99,673.57","$463,814.37","$893,607.62","$1,616,035.72"
+3 - Induced,"$10,954.76","$89,939.40","$63,222.62","$291,180.08","$512,758.76","$968,055.63"
+,"$163,579.97","$1,340,879.95","$940,216.52","$4,168,678.08","$4,126,631.39","$10,739,985.91"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..b3205c8
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89"
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37"
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85"
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81"
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78"
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30"
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50"
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24"
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47"
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89"
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69"
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84"
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72"
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11"
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..4749da5
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.74,"$10,105,966.75","$27,795,240.34","$47,000,000.00"
+2 - Indirect,49.09,"$3,461,023.85","$7,131,509.36","$15,058,507.22"
+3 - Induced,41.94,"$1,921,353.13","$4,332,365.60","$7,741,982.14"
+,144.78,"$15,488,343.73","$39,259,115.30","$69,800,489.36"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..512659e
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89",1.67%
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37",0.25%
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85",0.24%
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81",0.22%
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78",0.15%
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30",0.15%
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50",0.14%
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24",0.13%
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47",0.11%
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89",0.10%
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69",0.07%
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84",0.07%
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72",0.06%
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11",0.06%
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12",0.06%
+16,498,Personal and household goods repair and maintenance,"$109,517,563.73","$65,375.16",0.06%
+17,16,Commercial logging,"$38,196,492.13","$22,334.72",0.06%
+18,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$426,414.33",0.06%
+19,515,Local government electric utilities,"$7,801,045.18","$4,283.03",0.05%
+20,455,Business support services,"$81,622,923.15","$43,642.93",0.05%
+21,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$190,731.43",0.05%
+22,398,Water transportation,"$11,961,984.14","$6,237.17",0.05%
+23,458,Services to buildings,"$210,863,686.06","$108,293.27",0.05%
+24,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$124,785.56",0.05%
+25,397,Rail transportation,"$1,846,923,315.97","$873,433.97",0.05%
+26,403,Couriers and messengers,"$213,253,723.63","$100,850.43",0.05%
+27,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$262,840.10",0.05%
+28,437,Legal services,"$411,686,987.07","$183,550.69",0.04%
+29,254,Construction machinery manufacturing,"$33,431,733.61","$14,436.45",0.04%
+30,505,Business and professional associations,"$86,788,585.52","$36,636.21",0.04%
+31,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$239,843.73",0.04%
+32,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$36,508.65",0.04%
+33,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$107,530.27",0.04%
+34,508,Postal service,"$125,450,187.77","$51,135.14",0.04%
+35,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$127,324.22",0.04%
+36,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$211,341.45",0.04%
+37,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$85,367.70",0.04%
+38,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$527,377.19",0.04%
+39,459,Landscape and horticultural services,"$275,016,411.40","$103,924.74",0.04%
+40,399,Truck transportation,"$1,193,488,141.88","$445,058.01",0.04%
+41,197,Concrete block and brick manufacturing,"$4,381,689.69","$1,632.78",0.04%
+42,432,Automotive equipment rental and leasing,"$102,405,091.42","$37,605.31",0.04%
+43,439,"Architectural, engineering, and related services","$663,216,940.93","$236,127.33",0.04%
+44,452,Office administrative services,"$121,416,424.85","$42,756.20",0.04%
+45,408,"Directory, mailing list, and other publishers","$4,955,701.45","$1,637.11",0.03%
+46,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$265,865.49",0.03%
+47,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$36,376.46",0.03%
+48,510,Other federal government enterprises,"$1,867,051.07",$594.06,0.03%
+49,448,Photographic services,"$6,946,918.71","$2,198.19",0.03%
+50,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$39,841.81",0.03%
+51,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$1,545.97",0.03%
+52,390,Retail - Health and personal care stores,"$189,122,051.74","$56,224.66",0.03%
+53,387,Retail - Electronics and appliance stores,"$60,211,745.28","$17,808.00",0.03%
+54,431,Owner-occupied housing,"$4,444,497,247.52","$1,312,787.17",0.03%
+55,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$156,941.97",0.03%
+56,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$66,033.92",0.03%
+57,457,Investigation and security services,"$59,623,127.89","$17,290.12",0.03%
+58,487,Fitness and recreational sports centers,"$47,685,531.12","$13,822.53",0.03%
+59,466,Offices of dentists,"$271,899,263.02","$78,463.91",0.03%
+60,461,Waste management and remediation services,"$225,632,059.53","$64,997.29",0.03%
+61,472,Hospitals,"$775,130,452.97","$222,907.69",0.03%
+62,460,Other support services,"$116,743,407.01","$33,544.18",0.03%
+63,447,"Advertising, public relations, and related services","$76,206,587.86","$21,877.41",0.03%
+64,499,Personal care services,"$105,986,766.41","$30,359.23",0.03%
+65,454,Employment services,"$387,522,663.46","$109,869.56",0.03%
+66,492,Limited-service restaurants,"$1,041,352,547.93","$292,947.71",0.03%
+67,462,Elementary and secondary schools,"$34,238,275.96","$9,621.58",0.03%
+68,440,Specialized design services,"$35,933,528.26","$10,091.43",0.03%
+69,479,Commercial Sports Except Racing,"$3,476,338.42",$976.23,0.03%
+70,394,Retail - General merchandise stores,"$553,647,942.57","$154,506.53",0.03%
+71,425,Direct life insurance carriers,"$42,208,644.52","$11,770.66",0.03%
+72,389,Retail - Food and beverage stores,"$517,469,128.57","$142,282.41",0.03%
+73,444,Management consulting services,"$251,198,056.46","$68,576.12",0.03%
+74,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$42,194.01",0.03%
+75,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$67,383.76",0.03%
+76,475,Individual and family services,"$223,584,092.68","$60,407.77",0.03%
+77,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$34,262.76",0.03%
+78,406,Periodical publishers,"$16,212,170.93","$4,358.23",0.03%
+79,491,Full-service restaurants,"$957,773,115.52","$255,349.60",0.03%
+80,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$32,660.46",0.03%
+81,478,Performing arts companies,"$63,413,148.22","$16,838.75",0.03%
+82,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$30,014.34",0.03%
+83,396,Air transportation,"$185,983,832.23","$48,662.65",0.03%
+84,426,"Insurance carriers, except direct life","$545,149,698.92","$142,439.83",0.03%
+85,484,Amusement parks and arcades,"$8,147,368.71","$2,115.38",0.03%
+86,413,Radio and television broadcasting,"$128,460,835.20","$33,250.22",0.03%
+87,495,Car washes,"$60,896,626.31","$15,465.26",0.03%
+88,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$52,931.72",0.03%
+89,465,Offices of physicians,"$740,188,232.97","$183,418.72",0.02%
+90,502,Other personal services,"$178,806,274.18","$43,642.68",0.02%
+91,503,Religious organizations,"$135,764,739.85","$33,077.93",0.02%
+92,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$22,374.57",0.02%
+93,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$33,390.75",0.02%
+94,507,Private households,"$17,924,890.71","$4,240.13",0.02%
+95,506,Labor and civic organizations,"$105,944,986.89","$25,059.63",0.02%
+96,514,Local government passenger transit,"$2,981,749.49",$690.40,0.02%
+97,414,Cable and other subscription programming,"$23,580,404.28","$5,358.68",0.02%
+98,473,Nursing and community care facilities,"$273,693,670.49","$61,960.91",0.02%
+99,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$56,127.06",0.02%
+100,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$16,474.85",0.02%
+101,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$66,928.08",0.02%
+102,43,Natural gas distribution,"$226,004,592.60","$50,510.89",0.02%
+103,400,Transit and ground passenger transportation,"$87,175,571.40","$19,452.30",0.02%
+104,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$125,924.35",0.02%
+105,37,Electric power generation - Solar,"$4,333,055.09",$949.31,0.02%
+106,38,Electric power generation - Wind,"$185,428,436.16","$40,624.78",0.02%
+107,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$420,863.81",0.02%
+108,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$51,098.60",0.02%
+109,476,Child day care services,"$173,556,969.71","$37,708.93",0.02%
+110,449,Veterinary services,"$101,826,770.30","$21,866.82",0.02%
+111,464,Other educational services,"$276,105,016.01","$58,792.97",0.02%
+112,404,Warehousing and storage,"$190,282,196.62","$40,304.41",0.02%
+113,468,Outpatient care centers,"$330,858,673.33","$69,314.97",0.02%
+114,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$38,517.41",0.02%
+115,493,All other food and drinking places,"$603,532,483.05","$123,672.09",0.02%
+116,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$218,435.45",0.02%
+117,410,Software publishers,"$184,892,079.62","$37,544.33",0.02%
+118,443,"Other computer related services, including facilities management","$44,926,337.84","$9,103.16",0.02%
+119,418,"Data processing, hosting, and related services","$291,048,307.59","$56,940.88",0.02%
+120,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$1,649.52",0.02%
+121,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$23,622.91",0.02%
+122,481,"Independent artists, writers, and performers","$137,990,888.93","$26,459.86",0.02%
+123,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27",$941.64,0.02%
+124,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$27,380.08",0.02%
+125,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$8,567.41",0.02%
+126,3,Vegetable and melon farming,"$6,609,930.97","$1,230.02",0.02%
+127,104,Tobacco manufacturing,"$6,603,883.06","$1,201.65",0.02%
+128,405,Newspaper publishers,"$75,385,661.65","$13,501.17",0.02%
+129,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$60,199.70",0.02%
+130,469,Medical and diagnostic laboratories,"$105,938,912.27","$18,627.33",0.02%
+131,146,Petroleum refineries,"$6,572,475,454.77","$1,154,686.87",0.02%
+132,516,Other local government enterprises,"$776,177,579.59","$132,349.61",0.02%
+133,44,"Water, sewage and other systems","$21,303,485.72","$3,611.74",0.02%
+134,430,Tenant-occupied housing,"$1,046,341,198.42","$175,673.26",0.02%
+135,513,Other state government enterprises,"$14,156,836.55","$2,350.73",0.02%
+136,500,Death care services,"$46,286,967.10","$7,683.79",0.02%
+137,4,Fruit farming,"$384,884.42",$62.37,0.02%
+138,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$51,591.45",0.02%
+139,391,Retail - Gasoline stores,"$487,933,166.50","$74,717.97",0.02%
+140,411,Motion picture and video industries,"$109,931,494.98","$16,654.07",0.02%
+141,471,Other ambulatory health care services,"$103,224,782.99","$15,298.02",0.01%
+142,129,Wood windows and door manufacturing,"$6,006,154.37",$888.54,0.01%
+143,429,Other real estate,"$4,970,388,101.43","$734,623.34",0.01%
+144,196,Ready-mix concrete manufacturing,"$285,491,907.84","$42,186.71",0.01%
+145,467,Offices of other health practitioners,"$364,689,970.79","$53,465.00",0.01%
+146,415,Wired telecommunications carriers,"$765,674,352.28","$112,238.34",0.01%
+147,470,Home health care services,"$73,759,567.90","$10,610.22",0.01%
+148,456,Travel arrangement and reservation services,"$498,338,395.79","$71,574.87",0.01%
+149,486,Other amusement and recreation industries,"$263,123,626.14","$35,700.08",0.01%
+150,501,Dry-cleaning and laundry services,"$83,675,246.11","$11,227.69",0.01%
+151,407,Book publishers,"$8,704,740.33","$1,112.52",0.01%
+152,485,Gambling industries (except casino hotels),"$417,593,840.35","$46,806.84",0.01%
+153,488,Bowling centers,"$21,593,225.39","$2,272.64",0.01%
+154,480,Racing and Track Operation,"$6,801,162.46",$703.56,0.01%
+155,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$50,425.95",0.01%
+156,135,All other miscellaneous wood product manufacturing,"$1,464,925.21",$142.48,0.01%
+157,453,Facilities support services,"$18,809,929.65","$1,804.12",0.01%
+158,198,Concrete pipe manufacturing,"$4,169,914.39",$399.45,0.01%
+159,434,Video tape and disc rental,"$3,473,473.59",$320.84,0.01%
+160,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$2,254.28",0.01%
+161,134,Prefabricated wood building manufacturing,"$6,341,600.48",$565.22,0.01%
+162,203,Cut stone and stone product manufacturing,"$1,374,172.26",$119.78,0.01%
+163,445,Environmental and other technical consulting services,"$1,027,018,118.68","$74,794.30",0.01%
+164,442,Computer systems design services,"$304,936,867.78","$20,696.28",0.01%
+165,144,Printing,"$57,542,256.23","$3,652.37",0.01%
+166,100,Manufactured ice,"$3,942,329.02",$247.30,0.01%
+167,490,Other accommodations,"$130,132,793.65","$8,134.06",0.01%
+168,368,Sign manufacturing,"$23,533,228.46","$1,394.17",0.01%
+169,401,Pipeline transportation,"$1,611,889,849.10","$93,322.83",0.01%
+170,27,Sand and gravel mining,"$216,223,131.49","$12,517.40",0.01%
+171,20,Oil and gas extraction,"$4,984,035,362.50","$276,518.46",0.01%
+172,335,Other motor vehicle parts manufacturing,"$4,272,109.66",$220.83,0.01%
+173,15,"Forestry, forest products, and timber tract production","$319,991.92",$16.09,0.01%
+174,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86",$574.25,0.01%
+175,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$8,198.55",0.00%
+176,199,Other concrete product manufacturing,"$20,536,708.26",$884.64,0.00%
+177,10,All other crop farming,"$163,550,998.97","$7,003.61",0.00%
+178,195,Cement manufacturing,"$132,407,672.79","$5,428.06",0.00%
+179,446,Scientific research and development services,"$1,017,623,425.88","$39,979.86",0.00%
+180,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$24,613.29",0.00%
+181,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$3,180.07",0.00%
+182,441,Custom computer programming services,"$266,955,199.74","$9,567.57",0.00%
+183,99,Bottled and canned soft drinks and water,"$177,852,624.62","$6,271.34",0.00%
+184,18,Commercial hunting and trapping,"$23,256,232.55",$774.72,0.00%
+185,125,Wood preservation,"$25,246,163.52",$816.04,0.00%
+186,19,Support activities for agriculture and forestry,"$44,762,204.87","$1,303.41",0.00%
+187,201,Gypsum product manufacturing,"$62,726,288.59","$1,685.30",0.00%
+188,132,Wood container and pallet manufacturing,"$5,150,805.78",$134.34,0.00%
+189,124,Sawmills,"$141,329,754.94","$3,308.55",0.00%
+190,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22",$60.38,0.00%
+191,139,Paperboard container manufacturing,"$2,219,895.78",$50.64,0.00%
+192,151,Petrochemical manufacturing,"$673,077,918.86","$15,340.65",0.00%
+193,242,Metal coating and nonprecious engraving,"$8,101,071.47",$182.52,0.00%
+194,329,Travel trailer and camper manufacturing,"$11,059,948.62",$237.56,0.00%
+195,102,Wineries,"$2,616,541.19",$51.48,0.00%
+196,229,Plate work manufacturing,"$7,212,949.34",$138.76,0.00%
+197,239,Machine shops,"$129,567,269.37","$2,406.37",0.00%
+198,188,Other rubber product manufacturing,"$4,573,849.57",$82.00,0.00%
+199,13,Poultry and egg production,"$69,842,214.62","$1,238.79",0.00%
+200,175,Custom compounding of purchased resins,"$17,576,678.87",$305.43,0.00%
+201,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$68.53,0.00%
+202,101,Breweries,"$54,815,146.01",$833.45,0.00%
+203,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$1,728.36",0.00%
+204,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64",$561.99,0.00%
+205,79,Fluid milk manufacturing,"$4,900,848.36",$66.13,0.00%
+206,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$9.57,0.00%
+207,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47",$748.74,0.00%
+208,366,"Doll, toy, and game manufacturing","$8,851,137.40",$106.80,0.00%
+209,2,Grain farming,"$130,099,289.43","$1,271.08",0.00%
+210,185,Other plastics product manufacturing,"$54,262,105.84",$528.81,0.00%
+211,155,Other basic organic chemical manufacturing,"$99,443,897.11",$969.04,0.00%
+212,31,Support activities for oil and gas operations,"$1,698,256,439.85","$16,148.18",0.00%
+213,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07",$1.64,0.00%
+214,224,Nonferrous forging,"$17,187,170.89",$147.95,0.00%
+215,364,Jewelry and silverware manufacturing,"$9,505,473.72",$81.60,0.00%
+216,223,Iron and steel forging,"$52,274,449.17",$419.02,0.00%
+217,59,Other animal food manufacturing,"$23,797,093.38",$189.35,0.00%
+218,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97",$85.97,0.00%
+219,116,Other textile product mills,"$18,711,047.72",$139.97,0.00%
+220,370,Musical instrument manufacturing,"$937,638.70",$6.99,0.00%
+221,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13",$99.23,0.00%
+222,85,Meat processed from carcasses,"$59,683,965.53",$433.11,0.00%
+223,24,Gold ore and silver ore mining,"$40,475,210.09",$283.47,0.00%
+224,62,Malt manufacturing,"$10,977,359.34",$76.45,0.00%
+225,373,Burial casket manufacturing,"$6,137,323.55",$42.71,0.00%
+226,32,Metal mining services,"$40,137,198.28",$263.74,0.00%
+227,374,All other miscellaneous manufacturing,"$25,842,264.37",$169.17,0.00%
+228,66,Breakfast cereal manufacturing,"$8,312,290.22",$54.29,0.00%
+229,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$24.48,0.00%
+230,93,Other snack food manufacturing,"$10,656,196.90",$69.11,0.00%
+231,33,Other nonmetallic minerals services,"$83,884,373.37",$525.36,0.00%
+232,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$1,097.13",0.00%
+233,228,Fabricated structural metal manufacturing,"$108,558,620.40",$616.83,0.00%
+234,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05",$439.44,0.00%
+235,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$5,548.79",0.00%
+236,251,Other fabricated metal manufacturing,"$30,533,977.78",$159.69,0.00%
+237,127,Engineered wood member and truss manufacturing,"$88,604,588.45",$452.01,0.00%
+238,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65",$440.22,0.00%
+239,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$30.99,0.00%
+240,238,Spring and wire product manufacturing,"$10,164,502.90",$47.43,0.00%
+241,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$55.13,0.00%
+242,226,Handtool manufacturing,"$14,510,909.57",$67.00,0.00%
+243,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77",$111.16,0.00%
+244,221,Custom roll forming,"$23,817,580.17",$108.49,0.00%
+245,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43",$164.20,0.00%
+246,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94",$73.13,0.00%
+247,231,Sheet metal work manufacturing,"$2,174,657.13",$9.69,0.00%
+248,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83",$474.19,0.00%
+249,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$5.68,0.00%
+250,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$13.76,0.00%
+251,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07",$1.13,0.00%
+252,84,"Animal, except poultry, slaughtering","$216,958,801.29",$740.59,0.00%
+253,9,Sugarcane and sugar beet farming,"$62,280,333.14",$205.03,0.00%
+254,94,Coffee and tea manufacturing,"$30,751,047.34",$93.77,0.00%
+255,358,Blind and shade manufacturing,"$111,215.22",$0.33,0.00%
+256,67,Beet sugar manufacturing,"$209,970,196.03",$587.55,0.00%
+257,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$5.60,0.00%
+258,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16",$7.21,0.00%
+259,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$22.06,0.00%
+260,97,Spice and extract manufacturing,"$12,042,344.87",$27.67,0.00%
+261,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$7.17,0.00%
+262,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$46.14,0.00%
+263,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$2.06,0.00%
+264,58,Dog and cat food manufacturing,"$23,319,111.08",$40.12,0.00%
+265,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35",$760.93,0.00%
+266,86,Rendering and meat byproduct processing,"$169,552.02",$0.25,0.00%
+267,118,Cut and sew apparel contractors,"$624,247.24",$0.93,0.00%
+268,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$15.75,0.00%
+269,326,Motor vehicle body manufacturing,"$51,726,843.92",$77.04,0.00%
+270,354,Custom architectural woodwork and millwork,"$78,271.86",$0.11,0.00%
+271,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$2,015.26",0.00%
+272,265,Industrial mold manufacturing,"$419,356.03",$0.46,0.00%
+273,12,Dairy cattle and milk production,"$62,699,899.43",$62.56,0.00%
+274,113,Curtain and linen mills,"$612,878.58",$0.56,0.00%
+275,121,Leather and hide tanning and finishing,"$1,328,163.62",$1.18,0.00%
+276,114,Textile bag and canvas mills,"$11,730,951.51",$10.38,0.00%
+277,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$12.58,0.00%
+278,311,Lighting fixture manufacturing,"$8,501,584.76",$7.22,0.00%
+279,235,Metal cans manufacturing,"$84,837,591.04",$70.15,0.00%
+280,489,"Hotels and motels, including casino hotels","$1,272,625,779.27",$990.50,0.00%
+281,103,Distilleries,"$59,042,281.71",$44.17,0.00%
+282,172,Toilet preparation manufacturing,"$51,736,916.86",$38.10,0.00%
+283,363,Dental laboratories,"$2,922,984.08",$2.09,0.00%
+284,247,Small arms ammunition manufacturing,"$130,897.97",$0.09,0.00%
+285,122,Footwear manufacturing,"$1,145,231.54",$0.75,0.00%
+286,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01",$3.64,0.00%
+287,173,Printing ink manufacturing,"$6,373,572.26",$3.83,0.00%
+288,1,Oilseed farming,"$938,686.11",$0.56,0.00%
+289,322,Carbon and graphite product manufacturing,"$10,049,890.88",$5.90,0.00%
+290,220,Nonferrous metal foundries,"$16,365,994.89",$8.51,0.00%
+291,292,Other communications equipment manufacturing,"$381,770.64",$0.19,0.00%
+292,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$18.42,0.00%
+293,25,Other metal ore mining,"$65,796,499.90",$30.98,0.00%
+294,123,Other leather and allied product manufacturing,"$17,594,328.12",$7.98,0.00%
+295,353,Wood office furniture manufacturing,"$616,006.76",$0.26,0.00%
+296,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13",$66.96,0.00%
+297,105,"Fiber, yarn, and thread mills","$13,455,310.58",$4.50,0.00%
+298,302,Automatic environmental control manufacturing,"$4,809,195.11",$1.53,0.00%
+299,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$1.28,0.00%
+300,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$2.56,0.00%
+301,109,Knit fabric mills,"$9,334,399.88",$2.60,0.00%
+302,260,All other industrial machinery manufacturing,"$303,218.25",$0.07,0.00%
+303,273,Other engine equipment manufacturing,"$4,730,382.73",$1.04,0.00%
+304,30,Drilling oil and gas wells,"$252,242,568.28",$51.42,0.00%
+305,320,Other communication and energy wire manufacturing,"$38,208,866.07",$7.41,0.00%
+306,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$0.20,0.00%
+307,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$0.16,0.00%
+308,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$0.55,0.00%
+309,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$3.38,0.00%
+310,285,Fluid power pump and motor manufacturing,"$6,646,876.88",$0.80,0.00%
+311,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$0.57,0.00%
+312,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$0.62,0.00%
+313,315,Motor and generator manufacturing,"$101,522,975.36",$6.50,0.00%
+314,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$4.96,0.00%
+315,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$0.18,0.00%
+316,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$1.77,0.00%
+317,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04",$0.44,0.00%
+318,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$1.03,0.00%
+319,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$0.54,0.00%
+320,261,Commercial and service industry machinery manufacturing,"$118,574,901.91",$3.81,0.00%
+321,317,Relay and industrial control manufacturing,"$20,041,079.83",$0.57,0.00%
+322,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$0.29,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$0.12,0.00%
+324,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$0.22,0.00%
+325,337,Aircraft manufacturing,"$86,772,712.07",$0.60,0.00%
+326,343,Ship building and repairing,$0.00,$0.00,0.00%
+327,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+328,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+329,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+330,60,Flour milling,$0.00,$0.00,0.00%
+331,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+332,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+333,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+334,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+335,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+336,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+337,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+338,23,Iron ore mining,$0.00,$0.00,0.00%
+339,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+340,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+341,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+342,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+343,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+344,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+345,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+346,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+347,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+348,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+349,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+350,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+351,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+352,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+353,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+354,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+355,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+356,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+357,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+358,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+359,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+360,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+361,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+362,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+363,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+364,7,Tobacco farming,$0.00,$0.00,0.00%
+365,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+366,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+367,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+368,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+369,200,Lime manufacturing,$0.00,$0.00,0.00%
+370,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+371,237,Hardware manufacturing,$0.00,$0.00,0.00%
+372,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+373,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+374,61,Rice milling,$0.00,$0.00,0.00%
+375,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+376,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+377,8,Cotton farming,$0.00,$0.00,0.00%
+378,137,Paper mills,$0.00,$0.00,0.00%
+379,145,Support activities for printing,$0.00,$0.00,0.00%
+380,193,Glass container manufacturing,$0.00,$0.00,0.00%
+381,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+382,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+383,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+384,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+385,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+386,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+387,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+388,357,Mattress manufacturing,$0.00,$0.00,0.00%
+389,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+390,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+391,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+392,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+393,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+394,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+395,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+396,111,Fabric coating mills,$0.00,$0.00,0.00%
+397,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+398,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+399,83,Poultry processing,$0.00,$0.00,0.00%
+400,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+401,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+402,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+403,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+404,98,All other food manufacturing,$0.00,$0.00,0.00%
+405,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+406,138,Paperboard mills,$0.00,$0.00,0.00%
+407,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+408,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+409,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+410,117,Apparel knitting mills,$0.00,$0.00,0.00%
+411,5,Tree nut farming,$0.00,$0.00,0.00%
+412,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+413,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+414,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+415,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+416,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+417,241,Metal heat treating,$0.00,$0.00,0.00%
+418,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+419,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+420,511,State government passenger transit,$0.00,$0.00,0.00%
+421,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+422,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+423,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+424,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+425,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+426,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+427,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+428,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+429,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+430,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+431,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+432,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+433,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+434,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+435,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+436,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+437,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+438,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+439,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+440,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+441,186,Tire manufacturing,$0.00,$0.00,0.00%
+442,63,Wet corn milling,$0.00,$0.00,0.00%
+443,112,Carpet and rug mills,$0.00,$0.00,0.00%
+444,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+445,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+446,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+447,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+448,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+449,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+450,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+451,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+452,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+453,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+454,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+455,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+456,210,Steel wire drawing,$0.00,$0.00,0.00%
+457,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+458,75,Canned specialties,$0.00,$0.00,0.00%
+459,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+460,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+461,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+462,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+463,412,Sound recording industries,$0.00,$0.00,0.00%
+464,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+465,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+466,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+467,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+468,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+469,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+470,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+471,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+472,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+473,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+474,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+475,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+476,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+477,136,Pulp mills,$0.00,$0.00,0.00%
+478,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+479,512,State government electric utilities,$0.00,$0.00,0.00%
+480,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+481,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+482,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+483,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+484,51,Construction of other new nonresidential structures,"$409,147,464.67",$0.00,0.00%
+485,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+486,318,Battery manufacturing,$0.00,$0.00,0.00%
+487,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+488,409,Greeting card publishing,$0.00,$0.00,0.00%
+489,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+490,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+491,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+492,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+493,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+494,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+495,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+496,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+497,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+498,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+499,77,Cheese manufacturing,$0.00,$0.00,0.00%
+500,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+501,161,Fertilizer mixing,$0.00,$0.00,0.00%
+502,17,Commercial fishing,$0.00,$0.00,0.00%
+503,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+504,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+505,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+506,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+507,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+508,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+509,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+510,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+511,328,Motor home manufacturing,$0.00,$0.00,0.00%
+512,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+513,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+514,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+515,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+516,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+517,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+518,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+519,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+520,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+521,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+522,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+523,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+524,41,Electric power generation - All other,$0.00,$0.00,0.00%
+525,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+526,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+527,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+528,344,Boat building,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/occupation_impacts_table.csv
new file mode 100644
index 0000000..586bbf1
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,2.47,2.33,"$486,898.59","$97,170.37","$584,068.96","5,508.31"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",0.45,0.42,"$87,516.33","$14,998.65","$102,514.98",950.30
+11-3000,Operations Specialties Managers,1.81,1.76,"$379,773.39","$78,092.20","$457,865.59","3,887.26"
+11-9000,Other Management Occupations,1.59,1.51,"$266,277.12","$54,781.37","$321,058.49","3,374.53"
+13-1000,Business Operations Specialists,2.98,2.85,"$343,391.00","$65,333.51","$408,724.51","5,893.80"
+13-2000,Financial Specialists,1.54,1.48,"$187,620.92","$32,953.36","$220,574.28","3,067.95"
+15-1200,Computer Occupations,1.01,0.97,"$146,339.40","$24,702.84","$171,042.24","1,996.69"
+15-2000,Mathematical Science Occupations,0.11,0.11,"$16,516.10","$2,820.01","$19,336.11",215.20
+17-1000,"Architects, Surveyors, and Cartographers",0.33,0.32,"$35,599.51","$7,604.56","$43,204.07",681.04
+17-2000,Engineers,1.81,1.77,"$260,961.88","$57,044.56","$318,006.43","3,979.57"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.21,0.20,"$16,982.10","$3,218.57","$20,200.67",418.04
+19-1000,Life Scientists,0.05,0.05,"$5,069.99",$891.27,"$5,961.27",96.41
+19-2000,Physical Scientists,0.05,0.05,"$6,656.07","$1,356.99","$8,013.06",106.53
+19-3000,Social Scientists and Related Workers,0.03,0.03,"$3,358.26",$607.10,"$3,965.36",61.46
+19-4000,"Life, Physical, and Social Science Technicians",0.13,0.13,"$11,969.39","$2,656.62","$14,626.01",262.13
+19-5000,Occupational Health and Safety Specialists and Technicians,0.39,0.38,"$51,974.00","$11,878.04","$63,852.04",805.20
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",0.46,0.41,"$22,773.00","$4,292.60","$27,065.61",798.70
+21-2000,Religious Workers,0.15,0.13,"$6,400.19",$930.73,"$7,330.93",297.17
+23-1000,"Lawyers, Judges, and Related Workers",0.27,0.25,"$46,467.62","$7,848.02","$54,315.64",563.06
+23-2000,Legal Support Workers,0.18,0.17,"$10,058.58","$1,695.90","$11,754.48",316.73
+25-1000,Postsecondary Teachers,0.08,0.07,"$4,918.24","$1,095.93","$6,014.17",113.32
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.27,0.23,"$10,201.13","$1,936.04","$12,137.17",453.95
+25-3000,Other Teachers and Instructors,0.18,0.16,"$6,837.59","$1,380.27","$8,217.87",230.02
+25-4000,"Librarians, Curators, and Archivists",0.01,0.01,$570.84,$96.77,$667.61,18.58
+25-9000,Other Educational Instruction and Library Occupations,0.14,0.13,"$5,090.01",$965.20,"$6,055.21",200.04
+27-1000,Art and Design Workers,0.17,0.16,"$13,027.29","$2,172.26","$15,199.55",287.92
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.15,0.13,"$8,541.91","$1,460.96","$10,002.87",205.63
+27-3000,Media and Communication Workers,0.18,0.17,"$13,198.40","$2,297.38","$15,495.78",324.03
+27-4000,Media and Communication Equipment Workers,0.11,0.11,"$7,616.00","$1,212.41","$8,828.41",198.78
+29-1000,Healthcare Diagnosing or Treating Practitioners,1.31,1.20,"$162,785.10","$31,888.63","$194,673.73","2,358.06"
+29-2000,Health Technologists and Technicians,0.68,0.62,"$38,121.24","$7,513.58","$45,634.82","1,196.29"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.02,0.02,"$1,777.40",$336.29,"$2,113.69",46.52
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",1.26,1.12,"$36,498.23","$7,144.13","$43,642.37","1,971.20"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.05,0.04,"$2,143.34",$426.64,"$2,569.98",73.19
+31-9000,Other Healthcare Support Occupations,0.51,0.47,"$20,015.38","$3,805.06","$23,820.43",829.12
+33-1000,Supervisors of Protective Service Workers,0.02,0.02,"$2,302.20",$437.41,"$2,739.61",41.17
+33-2000,Firefighting and Prevention Workers,0.01,0.01,$428.64,$77.91,$506.55,27.27
+33-3000,Law Enforcement Workers,0.00,0.00,$448.49,$141.98,$590.48,9.50
+33-9000,Other Protective Service Workers,0.48,0.44,"$31,313.37","$5,807.44","$37,120.81",800.65
+35-1000,Supervisors of Food Preparation and Serving Workers,0.63,0.50,"$28,888.37","$4,118.69","$33,007.06","1,053.30"
+35-2000,Cooks and Food Preparation Workers,1.56,1.25,"$43,154.72","$6,296.25","$49,450.97","2,097.29"
+35-3000,Food and Beverage Serving Workers,3.32,2.64,"$77,254.40","$10,821.71","$88,076.11","3,602.98"
+35-9000,Other Food Preparation and Serving Related Workers,0.68,0.54,"$14,272.18","$1,999.76","$16,271.94",672.02
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.12,0.11,"$5,989.57","$1,053.09","$7,042.66",248.78
+37-2000,Building Cleaning and Pest Control Workers,1.31,1.20,"$44,870.22","$8,642.93","$53,513.15","2,069.37"
+37-3000,Grounds Maintenance Workers,0.51,0.47,"$20,929.60","$3,646.95","$24,576.54",877.72
+39-1000,Supervisors of Personal Care and Service Workers,0.06,0.05,"$3,300.71",$673.89,"$3,974.60",108.34
+39-2000,Animal Care and Service Workers,0.09,0.08,"$2,196.44",$329.45,"$2,525.90",120.20
+39-3000,Entertainment Attendants and Related Workers,0.18,0.16,"$4,887.63","$1,036.22","$5,923.85",208.02
+39-4000,Funeral Service Workers,0.01,0.01,$482.47,$69.10,$551.57,22.75
+39-5000,Personal Appearance Workers,0.10,0.09,"$3,118.25",$466.78,"$3,585.03",134.57
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.01,0.01,$478.31,$89.37,$567.68,21.37
+39-7000,Tour and Travel Guides,0.08,0.08,"$4,677.04",$842.09,"$5,519.13",91.60
+39-9000,Other Personal Care and Service Workers,0.38,0.33,"$8,604.47","$1,549.03","$10,153.50",441.29
+41-1000,Supervisors of Sales Workers,0.66,0.59,"$45,311.27","$8,962.22","$54,273.48","1,307.47"
+41-2000,Retail Sales Workers,3.75,3.29,"$121,470.12","$24,962.42","$146,432.54","5,175.82"
+41-3000,"Sales Representatives, Services",0.83,0.79,"$77,619.79","$13,165.28","$90,785.07","1,663.80"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",1.06,1.02,"$111,451.47","$18,496.52","$129,947.99","2,238.71"
+41-9000,Other Sales and Related Workers,0.18,0.17,"$11,999.61","$2,027.46","$14,027.08",312.28
+43-1000,Supervisors of Office and Administrative Support Workers,0.64,0.61,"$56,607.86","$11,243.49","$67,851.35","1,263.06"
+43-2000,Communications Equipment Operators,0.01,0.01,$452.10,$83.87,$535.97,16.20
+43-3000,Financial Clerks,1.31,1.24,"$82,991.54","$15,802.84","$98,794.38","2,335.25"
+43-4000,Information and Record Clerks,1.81,1.69,"$92,229.24","$16,711.26","$108,940.50","3,036.01"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",1.29,1.19,"$90,544.11","$25,845.40","$116,389.50","2,493.14"
+43-6000,Secretaries and Administrative Assistants,1.17,1.10,"$68,237.67","$12,847.38","$81,085.05","2,065.05"
+43-9000,Other Office and Administrative Support Workers,1.51,1.43,"$75,129.95","$14,644.23","$89,774.18","2,475.55"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.01,0.01,$637.15,$146.14,$783.30,17.53
+45-2000,Agricultural Workers,0.07,0.06,"$3,659.07",$691.36,"$4,350.43",120.34
+45-3000,Fishing and Hunting Workers,0.00,0.00,$2.21,$0.59,$2.80,0.12
+45-4000,"Forest, Conservation, and Logging Workers",0.02,0.02,"$1,264.48",$392.12,"$1,656.61",49.76
+47-1000,Supervisors of Construction and Extraction Workers,4.58,4.50,"$732,281.95","$168,053.91","$900,335.87","10,142.22"
+47-2000,Construction Trades Workers,10.19,10.00,"$1,052,278.95","$239,772.29","$1,292,051.24","21,250.09"
+47-3000,"Helpers, Construction Trades",0.03,0.03,"$1,320.34",$231.37,"$1,551.71",50.90
+47-4000,Other Construction and Related Workers,0.21,0.20,"$19,127.62","$4,448.22","$23,575.83",445.03
+47-5000,Extraction Workers,16.49,16.23,"$1,697,053.15","$393,487.50","$2,090,540.65","38,828.87"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.77,1.72,"$285,102.09","$64,981.75","$350,083.84","3,986.47"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.25,0.23,"$24,704.95","$5,393.05","$30,098.00",527.97
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.12,3.94,"$394,642.01","$85,627.28","$480,269.29","8,768.18"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",5.65,5.50,"$556,530.62","$125,720.67","$682,251.29","11,846.73"
+51-1000,Supervisors of Production Workers,0.40,0.39,"$57,012.48","$13,241.77","$70,254.25",881.55
+51-2000,Assemblers and Fabricators,0.26,0.25,"$14,508.93","$2,523.50","$17,032.43",504.31
+51-3000,Food Processing Workers,0.13,0.11,"$4,937.08","$1,125.37","$6,062.46",211.80
+51-4000,Metal Workers and Plastic Workers,0.93,0.91,"$96,181.41","$21,675.53","$117,856.94","1,931.11"
+51-5100,Printing Workers,0.02,0.02,"$1,039.28",$175.58,"$1,214.86",40.74
+51-6000,"Textile, Apparel, and Furnishings Workers",0.10,0.09,"$4,088.55",$687.95,"$4,776.50",169.81
+51-7000,Woodworkers,0.02,0.02,$862.95,$149.01,"$1,011.96",31.96
+51-8000,Plant and System Operators,0.35,0.34,"$37,711.50","$10,067.34","$47,778.84",756.00
+51-9000,Other Production Occupations,1.40,1.36,"$127,632.91","$28,954.20","$156,587.11","2,795.90"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.61,0.58,"$75,521.54","$16,920.48","$92,442.03","1,306.85"
+53-2000,Air Transportation Workers,0.07,0.06,"$9,103.64","$2,069.37","$11,173.01",123.99
+53-3000,Motor Vehicle Operators,3.72,3.54,"$289,128.00","$65,328.22","$354,456.22","7,620.91"
+53-4000,Rail Transportation Workers,0.40,0.38,"$39,063.54","$11,553.31","$50,616.86",953.96
+53-5000,Water Transportation Workers,0.13,0.12,"$13,274.99","$2,409.98","$15,684.97",313.63
+53-6000,Other Transportation Workers,0.17,0.16,"$7,536.17","$1,520.33","$9,056.50",275.12
+53-7000,Material Moving Workers,5.83,5.59,"$418,201.06","$91,911.96","$510,113.02","10,488.90"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/tax_results.csv
new file mode 100644
index 0000000..454125d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$135,375.18","$1,109,250.41","$777,320.33","$3,413,683.63","$2,720,265.01","$8,155,894.55"
+2 - Indirect,"$17,250.03","$141,690.14","$99,673.57","$463,814.37","$893,607.62","$1,616,035.72"
+3 - Induced,"$10,954.76","$89,939.40","$63,222.62","$291,180.08","$512,758.76","$968,055.63"
+,"$163,579.97","$1,340,879.95","$940,216.52","$4,168,678.08","$4,126,631.39","$10,739,985.91"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..b3205c8
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89"
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37"
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85"
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81"
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78"
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30"
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50"
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24"
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47"
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89"
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69"
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84"
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72"
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11"
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..4749da5
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.74,"$10,105,966.75","$27,795,240.34","$47,000,000.00"
+2 - Indirect,49.09,"$3,461,023.85","$7,131,509.36","$15,058,507.22"
+3 - Induced,41.94,"$1,921,353.13","$4,332,365.60","$7,741,982.14"
+,144.78,"$15,488,343.73","$39,259,115.30","$69,800,489.36"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..512659e
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89",1.67%
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37",0.25%
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85",0.24%
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81",0.22%
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78",0.15%
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30",0.15%
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50",0.14%
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24",0.13%
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47",0.11%
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89",0.10%
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69",0.07%
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84",0.07%
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72",0.06%
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11",0.06%
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12",0.06%
+16,498,Personal and household goods repair and maintenance,"$109,517,563.73","$65,375.16",0.06%
+17,16,Commercial logging,"$38,196,492.13","$22,334.72",0.06%
+18,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$426,414.33",0.06%
+19,515,Local government electric utilities,"$7,801,045.18","$4,283.03",0.05%
+20,455,Business support services,"$81,622,923.15","$43,642.93",0.05%
+21,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$190,731.43",0.05%
+22,398,Water transportation,"$11,961,984.14","$6,237.17",0.05%
+23,458,Services to buildings,"$210,863,686.06","$108,293.27",0.05%
+24,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$124,785.56",0.05%
+25,397,Rail transportation,"$1,846,923,315.97","$873,433.97",0.05%
+26,403,Couriers and messengers,"$213,253,723.63","$100,850.43",0.05%
+27,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$262,840.10",0.05%
+28,437,Legal services,"$411,686,987.07","$183,550.69",0.04%
+29,254,Construction machinery manufacturing,"$33,431,733.61","$14,436.45",0.04%
+30,505,Business and professional associations,"$86,788,585.52","$36,636.21",0.04%
+31,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$239,843.73",0.04%
+32,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$36,508.65",0.04%
+33,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$107,530.27",0.04%
+34,508,Postal service,"$125,450,187.77","$51,135.14",0.04%
+35,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$127,324.22",0.04%
+36,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$211,341.45",0.04%
+37,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$85,367.70",0.04%
+38,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$527,377.19",0.04%
+39,459,Landscape and horticultural services,"$275,016,411.40","$103,924.74",0.04%
+40,399,Truck transportation,"$1,193,488,141.88","$445,058.01",0.04%
+41,197,Concrete block and brick manufacturing,"$4,381,689.69","$1,632.78",0.04%
+42,432,Automotive equipment rental and leasing,"$102,405,091.42","$37,605.31",0.04%
+43,439,"Architectural, engineering, and related services","$663,216,940.93","$236,127.33",0.04%
+44,452,Office administrative services,"$121,416,424.85","$42,756.20",0.04%
+45,408,"Directory, mailing list, and other publishers","$4,955,701.45","$1,637.11",0.03%
+46,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$265,865.49",0.03%
+47,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$36,376.46",0.03%
+48,510,Other federal government enterprises,"$1,867,051.07",$594.06,0.03%
+49,448,Photographic services,"$6,946,918.71","$2,198.19",0.03%
+50,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$39,841.81",0.03%
+51,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$1,545.97",0.03%
+52,390,Retail - Health and personal care stores,"$189,122,051.74","$56,224.66",0.03%
+53,387,Retail - Electronics and appliance stores,"$60,211,745.28","$17,808.00",0.03%
+54,431,Owner-occupied housing,"$4,444,497,247.52","$1,312,787.17",0.03%
+55,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$156,941.97",0.03%
+56,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$66,033.92",0.03%
+57,457,Investigation and security services,"$59,623,127.89","$17,290.12",0.03%
+58,487,Fitness and recreational sports centers,"$47,685,531.12","$13,822.53",0.03%
+59,466,Offices of dentists,"$271,899,263.02","$78,463.91",0.03%
+60,461,Waste management and remediation services,"$225,632,059.53","$64,997.29",0.03%
+61,472,Hospitals,"$775,130,452.97","$222,907.69",0.03%
+62,460,Other support services,"$116,743,407.01","$33,544.18",0.03%
+63,447,"Advertising, public relations, and related services","$76,206,587.86","$21,877.41",0.03%
+64,499,Personal care services,"$105,986,766.41","$30,359.23",0.03%
+65,454,Employment services,"$387,522,663.46","$109,869.56",0.03%
+66,492,Limited-service restaurants,"$1,041,352,547.93","$292,947.71",0.03%
+67,462,Elementary and secondary schools,"$34,238,275.96","$9,621.58",0.03%
+68,440,Specialized design services,"$35,933,528.26","$10,091.43",0.03%
+69,479,Commercial Sports Except Racing,"$3,476,338.42",$976.23,0.03%
+70,394,Retail - General merchandise stores,"$553,647,942.57","$154,506.53",0.03%
+71,425,Direct life insurance carriers,"$42,208,644.52","$11,770.66",0.03%
+72,389,Retail - Food and beverage stores,"$517,469,128.57","$142,282.41",0.03%
+73,444,Management consulting services,"$251,198,056.46","$68,576.12",0.03%
+74,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$42,194.01",0.03%
+75,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$67,383.76",0.03%
+76,475,Individual and family services,"$223,584,092.68","$60,407.77",0.03%
+77,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$34,262.76",0.03%
+78,406,Periodical publishers,"$16,212,170.93","$4,358.23",0.03%
+79,491,Full-service restaurants,"$957,773,115.52","$255,349.60",0.03%
+80,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$32,660.46",0.03%
+81,478,Performing arts companies,"$63,413,148.22","$16,838.75",0.03%
+82,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$30,014.34",0.03%
+83,396,Air transportation,"$185,983,832.23","$48,662.65",0.03%
+84,426,"Insurance carriers, except direct life","$545,149,698.92","$142,439.83",0.03%
+85,484,Amusement parks and arcades,"$8,147,368.71","$2,115.38",0.03%
+86,413,Radio and television broadcasting,"$128,460,835.20","$33,250.22",0.03%
+87,495,Car washes,"$60,896,626.31","$15,465.26",0.03%
+88,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$52,931.72",0.03%
+89,465,Offices of physicians,"$740,188,232.97","$183,418.72",0.02%
+90,502,Other personal services,"$178,806,274.18","$43,642.68",0.02%
+91,503,Religious organizations,"$135,764,739.85","$33,077.93",0.02%
+92,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$22,374.57",0.02%
+93,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$33,390.75",0.02%
+94,507,Private households,"$17,924,890.71","$4,240.13",0.02%
+95,506,Labor and civic organizations,"$105,944,986.89","$25,059.63",0.02%
+96,514,Local government passenger transit,"$2,981,749.49",$690.40,0.02%
+97,414,Cable and other subscription programming,"$23,580,404.28","$5,358.68",0.02%
+98,473,Nursing and community care facilities,"$273,693,670.49","$61,960.91",0.02%
+99,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$56,127.06",0.02%
+100,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$16,474.85",0.02%
+101,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$66,928.08",0.02%
+102,43,Natural gas distribution,"$226,004,592.60","$50,510.89",0.02%
+103,400,Transit and ground passenger transportation,"$87,175,571.40","$19,452.30",0.02%
+104,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$125,924.35",0.02%
+105,37,Electric power generation - Solar,"$4,333,055.09",$949.31,0.02%
+106,38,Electric power generation - Wind,"$185,428,436.16","$40,624.78",0.02%
+107,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$420,863.81",0.02%
+108,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$51,098.60",0.02%
+109,476,Child day care services,"$173,556,969.71","$37,708.93",0.02%
+110,449,Veterinary services,"$101,826,770.30","$21,866.82",0.02%
+111,464,Other educational services,"$276,105,016.01","$58,792.97",0.02%
+112,404,Warehousing and storage,"$190,282,196.62","$40,304.41",0.02%
+113,468,Outpatient care centers,"$330,858,673.33","$69,314.97",0.02%
+114,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$38,517.41",0.02%
+115,493,All other food and drinking places,"$603,532,483.05","$123,672.09",0.02%
+116,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$218,435.45",0.02%
+117,410,Software publishers,"$184,892,079.62","$37,544.33",0.02%
+118,443,"Other computer related services, including facilities management","$44,926,337.84","$9,103.16",0.02%
+119,418,"Data processing, hosting, and related services","$291,048,307.59","$56,940.88",0.02%
+120,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$1,649.52",0.02%
+121,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$23,622.91",0.02%
+122,481,"Independent artists, writers, and performers","$137,990,888.93","$26,459.86",0.02%
+123,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27",$941.64,0.02%
+124,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$27,380.08",0.02%
+125,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$8,567.41",0.02%
+126,3,Vegetable and melon farming,"$6,609,930.97","$1,230.02",0.02%
+127,104,Tobacco manufacturing,"$6,603,883.06","$1,201.65",0.02%
+128,405,Newspaper publishers,"$75,385,661.65","$13,501.17",0.02%
+129,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$60,199.70",0.02%
+130,469,Medical and diagnostic laboratories,"$105,938,912.27","$18,627.33",0.02%
+131,146,Petroleum refineries,"$6,572,475,454.77","$1,154,686.87",0.02%
+132,516,Other local government enterprises,"$776,177,579.59","$132,349.61",0.02%
+133,44,"Water, sewage and other systems","$21,303,485.72","$3,611.74",0.02%
+134,430,Tenant-occupied housing,"$1,046,341,198.42","$175,673.26",0.02%
+135,513,Other state government enterprises,"$14,156,836.55","$2,350.73",0.02%
+136,500,Death care services,"$46,286,967.10","$7,683.79",0.02%
+137,4,Fruit farming,"$384,884.42",$62.37,0.02%
+138,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$51,591.45",0.02%
+139,391,Retail - Gasoline stores,"$487,933,166.50","$74,717.97",0.02%
+140,411,Motion picture and video industries,"$109,931,494.98","$16,654.07",0.02%
+141,471,Other ambulatory health care services,"$103,224,782.99","$15,298.02",0.01%
+142,129,Wood windows and door manufacturing,"$6,006,154.37",$888.54,0.01%
+143,429,Other real estate,"$4,970,388,101.43","$734,623.34",0.01%
+144,196,Ready-mix concrete manufacturing,"$285,491,907.84","$42,186.71",0.01%
+145,467,Offices of other health practitioners,"$364,689,970.79","$53,465.00",0.01%
+146,415,Wired telecommunications carriers,"$765,674,352.28","$112,238.34",0.01%
+147,470,Home health care services,"$73,759,567.90","$10,610.22",0.01%
+148,456,Travel arrangement and reservation services,"$498,338,395.79","$71,574.87",0.01%
+149,486,Other amusement and recreation industries,"$263,123,626.14","$35,700.08",0.01%
+150,501,Dry-cleaning and laundry services,"$83,675,246.11","$11,227.69",0.01%
+151,407,Book publishers,"$8,704,740.33","$1,112.52",0.01%
+152,485,Gambling industries (except casino hotels),"$417,593,840.35","$46,806.84",0.01%
+153,488,Bowling centers,"$21,593,225.39","$2,272.64",0.01%
+154,480,Racing and Track Operation,"$6,801,162.46",$703.56,0.01%
+155,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$50,425.95",0.01%
+156,135,All other miscellaneous wood product manufacturing,"$1,464,925.21",$142.48,0.01%
+157,453,Facilities support services,"$18,809,929.65","$1,804.12",0.01%
+158,198,Concrete pipe manufacturing,"$4,169,914.39",$399.45,0.01%
+159,434,Video tape and disc rental,"$3,473,473.59",$320.84,0.01%
+160,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$2,254.28",0.01%
+161,134,Prefabricated wood building manufacturing,"$6,341,600.48",$565.22,0.01%
+162,203,Cut stone and stone product manufacturing,"$1,374,172.26",$119.78,0.01%
+163,445,Environmental and other technical consulting services,"$1,027,018,118.68","$74,794.30",0.01%
+164,442,Computer systems design services,"$304,936,867.78","$20,696.28",0.01%
+165,144,Printing,"$57,542,256.23","$3,652.37",0.01%
+166,100,Manufactured ice,"$3,942,329.02",$247.30,0.01%
+167,490,Other accommodations,"$130,132,793.65","$8,134.06",0.01%
+168,368,Sign manufacturing,"$23,533,228.46","$1,394.17",0.01%
+169,401,Pipeline transportation,"$1,611,889,849.10","$93,322.83",0.01%
+170,27,Sand and gravel mining,"$216,223,131.49","$12,517.40",0.01%
+171,20,Oil and gas extraction,"$4,984,035,362.50","$276,518.46",0.01%
+172,335,Other motor vehicle parts manufacturing,"$4,272,109.66",$220.83,0.01%
+173,15,"Forestry, forest products, and timber tract production","$319,991.92",$16.09,0.01%
+174,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86",$574.25,0.01%
+175,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$8,198.55",0.00%
+176,199,Other concrete product manufacturing,"$20,536,708.26",$884.64,0.00%
+177,10,All other crop farming,"$163,550,998.97","$7,003.61",0.00%
+178,195,Cement manufacturing,"$132,407,672.79","$5,428.06",0.00%
+179,446,Scientific research and development services,"$1,017,623,425.88","$39,979.86",0.00%
+180,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$24,613.29",0.00%
+181,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$3,180.07",0.00%
+182,441,Custom computer programming services,"$266,955,199.74","$9,567.57",0.00%
+183,99,Bottled and canned soft drinks and water,"$177,852,624.62","$6,271.34",0.00%
+184,18,Commercial hunting and trapping,"$23,256,232.55",$774.72,0.00%
+185,125,Wood preservation,"$25,246,163.52",$816.04,0.00%
+186,19,Support activities for agriculture and forestry,"$44,762,204.87","$1,303.41",0.00%
+187,201,Gypsum product manufacturing,"$62,726,288.59","$1,685.30",0.00%
+188,132,Wood container and pallet manufacturing,"$5,150,805.78",$134.34,0.00%
+189,124,Sawmills,"$141,329,754.94","$3,308.55",0.00%
+190,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22",$60.38,0.00%
+191,139,Paperboard container manufacturing,"$2,219,895.78",$50.64,0.00%
+192,151,Petrochemical manufacturing,"$673,077,918.86","$15,340.65",0.00%
+193,242,Metal coating and nonprecious engraving,"$8,101,071.47",$182.52,0.00%
+194,329,Travel trailer and camper manufacturing,"$11,059,948.62",$237.56,0.00%
+195,102,Wineries,"$2,616,541.19",$51.48,0.00%
+196,229,Plate work manufacturing,"$7,212,949.34",$138.76,0.00%
+197,239,Machine shops,"$129,567,269.37","$2,406.37",0.00%
+198,188,Other rubber product manufacturing,"$4,573,849.57",$82.00,0.00%
+199,13,Poultry and egg production,"$69,842,214.62","$1,238.79",0.00%
+200,175,Custom compounding of purchased resins,"$17,576,678.87",$305.43,0.00%
+201,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$68.53,0.00%
+202,101,Breweries,"$54,815,146.01",$833.45,0.00%
+203,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$1,728.36",0.00%
+204,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64",$561.99,0.00%
+205,79,Fluid milk manufacturing,"$4,900,848.36",$66.13,0.00%
+206,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$9.57,0.00%
+207,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47",$748.74,0.00%
+208,366,"Doll, toy, and game manufacturing","$8,851,137.40",$106.80,0.00%
+209,2,Grain farming,"$130,099,289.43","$1,271.08",0.00%
+210,185,Other plastics product manufacturing,"$54,262,105.84",$528.81,0.00%
+211,155,Other basic organic chemical manufacturing,"$99,443,897.11",$969.04,0.00%
+212,31,Support activities for oil and gas operations,"$1,698,256,439.85","$16,148.18",0.00%
+213,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07",$1.64,0.00%
+214,224,Nonferrous forging,"$17,187,170.89",$147.95,0.00%
+215,364,Jewelry and silverware manufacturing,"$9,505,473.72",$81.60,0.00%
+216,223,Iron and steel forging,"$52,274,449.17",$419.02,0.00%
+217,59,Other animal food manufacturing,"$23,797,093.38",$189.35,0.00%
+218,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97",$85.97,0.00%
+219,116,Other textile product mills,"$18,711,047.72",$139.97,0.00%
+220,370,Musical instrument manufacturing,"$937,638.70",$6.99,0.00%
+221,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13",$99.23,0.00%
+222,85,Meat processed from carcasses,"$59,683,965.53",$433.11,0.00%
+223,24,Gold ore and silver ore mining,"$40,475,210.09",$283.47,0.00%
+224,62,Malt manufacturing,"$10,977,359.34",$76.45,0.00%
+225,373,Burial casket manufacturing,"$6,137,323.55",$42.71,0.00%
+226,32,Metal mining services,"$40,137,198.28",$263.74,0.00%
+227,374,All other miscellaneous manufacturing,"$25,842,264.37",$169.17,0.00%
+228,66,Breakfast cereal manufacturing,"$8,312,290.22",$54.29,0.00%
+229,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$24.48,0.00%
+230,93,Other snack food manufacturing,"$10,656,196.90",$69.11,0.00%
+231,33,Other nonmetallic minerals services,"$83,884,373.37",$525.36,0.00%
+232,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$1,097.13",0.00%
+233,228,Fabricated structural metal manufacturing,"$108,558,620.40",$616.83,0.00%
+234,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05",$439.44,0.00%
+235,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$5,548.79",0.00%
+236,251,Other fabricated metal manufacturing,"$30,533,977.78",$159.69,0.00%
+237,127,Engineered wood member and truss manufacturing,"$88,604,588.45",$452.01,0.00%
+238,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65",$440.22,0.00%
+239,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$30.99,0.00%
+240,238,Spring and wire product manufacturing,"$10,164,502.90",$47.43,0.00%
+241,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$55.13,0.00%
+242,226,Handtool manufacturing,"$14,510,909.57",$67.00,0.00%
+243,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77",$111.16,0.00%
+244,221,Custom roll forming,"$23,817,580.17",$108.49,0.00%
+245,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43",$164.20,0.00%
+246,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94",$73.13,0.00%
+247,231,Sheet metal work manufacturing,"$2,174,657.13",$9.69,0.00%
+248,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83",$474.19,0.00%
+249,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$5.68,0.00%
+250,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$13.76,0.00%
+251,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07",$1.13,0.00%
+252,84,"Animal, except poultry, slaughtering","$216,958,801.29",$740.59,0.00%
+253,9,Sugarcane and sugar beet farming,"$62,280,333.14",$205.03,0.00%
+254,94,Coffee and tea manufacturing,"$30,751,047.34",$93.77,0.00%
+255,358,Blind and shade manufacturing,"$111,215.22",$0.33,0.00%
+256,67,Beet sugar manufacturing,"$209,970,196.03",$587.55,0.00%
+257,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$5.60,0.00%
+258,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16",$7.21,0.00%
+259,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$22.06,0.00%
+260,97,Spice and extract manufacturing,"$12,042,344.87",$27.67,0.00%
+261,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$7.17,0.00%
+262,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$46.14,0.00%
+263,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$2.06,0.00%
+264,58,Dog and cat food manufacturing,"$23,319,111.08",$40.12,0.00%
+265,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35",$760.93,0.00%
+266,86,Rendering and meat byproduct processing,"$169,552.02",$0.25,0.00%
+267,118,Cut and sew apparel contractors,"$624,247.24",$0.93,0.00%
+268,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$15.75,0.00%
+269,326,Motor vehicle body manufacturing,"$51,726,843.92",$77.04,0.00%
+270,354,Custom architectural woodwork and millwork,"$78,271.86",$0.11,0.00%
+271,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$2,015.26",0.00%
+272,265,Industrial mold manufacturing,"$419,356.03",$0.46,0.00%
+273,12,Dairy cattle and milk production,"$62,699,899.43",$62.56,0.00%
+274,113,Curtain and linen mills,"$612,878.58",$0.56,0.00%
+275,121,Leather and hide tanning and finishing,"$1,328,163.62",$1.18,0.00%
+276,114,Textile bag and canvas mills,"$11,730,951.51",$10.38,0.00%
+277,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$12.58,0.00%
+278,311,Lighting fixture manufacturing,"$8,501,584.76",$7.22,0.00%
+279,235,Metal cans manufacturing,"$84,837,591.04",$70.15,0.00%
+280,489,"Hotels and motels, including casino hotels","$1,272,625,779.27",$990.50,0.00%
+281,103,Distilleries,"$59,042,281.71",$44.17,0.00%
+282,172,Toilet preparation manufacturing,"$51,736,916.86",$38.10,0.00%
+283,363,Dental laboratories,"$2,922,984.08",$2.09,0.00%
+284,247,Small arms ammunition manufacturing,"$130,897.97",$0.09,0.00%
+285,122,Footwear manufacturing,"$1,145,231.54",$0.75,0.00%
+286,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01",$3.64,0.00%
+287,173,Printing ink manufacturing,"$6,373,572.26",$3.83,0.00%
+288,1,Oilseed farming,"$938,686.11",$0.56,0.00%
+289,322,Carbon and graphite product manufacturing,"$10,049,890.88",$5.90,0.00%
+290,220,Nonferrous metal foundries,"$16,365,994.89",$8.51,0.00%
+291,292,Other communications equipment manufacturing,"$381,770.64",$0.19,0.00%
+292,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$18.42,0.00%
+293,25,Other metal ore mining,"$65,796,499.90",$30.98,0.00%
+294,123,Other leather and allied product manufacturing,"$17,594,328.12",$7.98,0.00%
+295,353,Wood office furniture manufacturing,"$616,006.76",$0.26,0.00%
+296,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13",$66.96,0.00%
+297,105,"Fiber, yarn, and thread mills","$13,455,310.58",$4.50,0.00%
+298,302,Automatic environmental control manufacturing,"$4,809,195.11",$1.53,0.00%
+299,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$1.28,0.00%
+300,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$2.56,0.00%
+301,109,Knit fabric mills,"$9,334,399.88",$2.60,0.00%
+302,260,All other industrial machinery manufacturing,"$303,218.25",$0.07,0.00%
+303,273,Other engine equipment manufacturing,"$4,730,382.73",$1.04,0.00%
+304,30,Drilling oil and gas wells,"$252,242,568.28",$51.42,0.00%
+305,320,Other communication and energy wire manufacturing,"$38,208,866.07",$7.41,0.00%
+306,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$0.20,0.00%
+307,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$0.16,0.00%
+308,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$0.55,0.00%
+309,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$3.38,0.00%
+310,285,Fluid power pump and motor manufacturing,"$6,646,876.88",$0.80,0.00%
+311,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$0.57,0.00%
+312,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$0.62,0.00%
+313,315,Motor and generator manufacturing,"$101,522,975.36",$6.50,0.00%
+314,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$4.96,0.00%
+315,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$0.18,0.00%
+316,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$1.77,0.00%
+317,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04",$0.44,0.00%
+318,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$1.03,0.00%
+319,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$0.54,0.00%
+320,261,Commercial and service industry machinery manufacturing,"$118,574,901.91",$3.81,0.00%
+321,317,Relay and industrial control manufacturing,"$20,041,079.83",$0.57,0.00%
+322,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$0.29,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$0.12,0.00%
+324,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$0.22,0.00%
+325,337,Aircraft manufacturing,"$86,772,712.07",$0.60,0.00%
+326,343,Ship building and repairing,$0.00,$0.00,0.00%
+327,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+328,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+329,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+330,60,Flour milling,$0.00,$0.00,0.00%
+331,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+332,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+333,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+334,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+335,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+336,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+337,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+338,23,Iron ore mining,$0.00,$0.00,0.00%
+339,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+340,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+341,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+342,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+343,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+344,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+345,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+346,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+347,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+348,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+349,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+350,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+351,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+352,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+353,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+354,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+355,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+356,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+357,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+358,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+359,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+360,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+361,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+362,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+363,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+364,7,Tobacco farming,$0.00,$0.00,0.00%
+365,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+366,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+367,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+368,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+369,200,Lime manufacturing,$0.00,$0.00,0.00%
+370,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+371,237,Hardware manufacturing,$0.00,$0.00,0.00%
+372,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+373,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+374,61,Rice milling,$0.00,$0.00,0.00%
+375,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+376,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+377,8,Cotton farming,$0.00,$0.00,0.00%
+378,137,Paper mills,$0.00,$0.00,0.00%
+379,145,Support activities for printing,$0.00,$0.00,0.00%
+380,193,Glass container manufacturing,$0.00,$0.00,0.00%
+381,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+382,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+383,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+384,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+385,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+386,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+387,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+388,357,Mattress manufacturing,$0.00,$0.00,0.00%
+389,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+390,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+391,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+392,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+393,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+394,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+395,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+396,111,Fabric coating mills,$0.00,$0.00,0.00%
+397,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+398,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+399,83,Poultry processing,$0.00,$0.00,0.00%
+400,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+401,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+402,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+403,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+404,98,All other food manufacturing,$0.00,$0.00,0.00%
+405,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+406,138,Paperboard mills,$0.00,$0.00,0.00%
+407,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+408,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+409,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+410,117,Apparel knitting mills,$0.00,$0.00,0.00%
+411,5,Tree nut farming,$0.00,$0.00,0.00%
+412,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+413,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+414,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+415,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+416,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+417,241,Metal heat treating,$0.00,$0.00,0.00%
+418,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+419,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+420,511,State government passenger transit,$0.00,$0.00,0.00%
+421,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+422,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+423,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+424,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+425,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+426,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+427,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+428,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+429,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+430,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+431,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+432,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+433,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+434,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+435,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+436,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+437,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+438,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+439,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+440,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+441,186,Tire manufacturing,$0.00,$0.00,0.00%
+442,63,Wet corn milling,$0.00,$0.00,0.00%
+443,112,Carpet and rug mills,$0.00,$0.00,0.00%
+444,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+445,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+446,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+447,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+448,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+449,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+450,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+451,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+452,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+453,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+454,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+455,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+456,210,Steel wire drawing,$0.00,$0.00,0.00%
+457,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+458,75,Canned specialties,$0.00,$0.00,0.00%
+459,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+460,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+461,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+462,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+463,412,Sound recording industries,$0.00,$0.00,0.00%
+464,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+465,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+466,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+467,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+468,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+469,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+470,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+471,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+472,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+473,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+474,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+475,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+476,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+477,136,Pulp mills,$0.00,$0.00,0.00%
+478,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+479,512,State government electric utilities,$0.00,$0.00,0.00%
+480,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+481,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+482,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+483,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+484,51,Construction of other new nonresidential structures,"$409,147,464.67",$0.00,0.00%
+485,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+486,318,Battery manufacturing,$0.00,$0.00,0.00%
+487,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+488,409,Greeting card publishing,$0.00,$0.00,0.00%
+489,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+490,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+491,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+492,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+493,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+494,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+495,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+496,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+497,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+498,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+499,77,Cheese manufacturing,$0.00,$0.00,0.00%
+500,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+501,161,Fertilizer mixing,$0.00,$0.00,0.00%
+502,17,Commercial fishing,$0.00,$0.00,0.00%
+503,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+504,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+505,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+506,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+507,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+508,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+509,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+510,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+511,328,Motor home manufacturing,$0.00,$0.00,0.00%
+512,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+513,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+514,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+515,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+516,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+517,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+518,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+519,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+520,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+521,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+522,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+523,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+524,41,Electric power generation - All other,$0.00,$0.00,0.00%
+525,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+526,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+527,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+528,344,Boat building,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/occupation_impacts_table.csv
new file mode 100644
index 0000000..586bbf1
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,2.47,2.33,"$486,898.59","$97,170.37","$584,068.96","5,508.31"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",0.45,0.42,"$87,516.33","$14,998.65","$102,514.98",950.30
+11-3000,Operations Specialties Managers,1.81,1.76,"$379,773.39","$78,092.20","$457,865.59","3,887.26"
+11-9000,Other Management Occupations,1.59,1.51,"$266,277.12","$54,781.37","$321,058.49","3,374.53"
+13-1000,Business Operations Specialists,2.98,2.85,"$343,391.00","$65,333.51","$408,724.51","5,893.80"
+13-2000,Financial Specialists,1.54,1.48,"$187,620.92","$32,953.36","$220,574.28","3,067.95"
+15-1200,Computer Occupations,1.01,0.97,"$146,339.40","$24,702.84","$171,042.24","1,996.69"
+15-2000,Mathematical Science Occupations,0.11,0.11,"$16,516.10","$2,820.01","$19,336.11",215.20
+17-1000,"Architects, Surveyors, and Cartographers",0.33,0.32,"$35,599.51","$7,604.56","$43,204.07",681.04
+17-2000,Engineers,1.81,1.77,"$260,961.88","$57,044.56","$318,006.43","3,979.57"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.21,0.20,"$16,982.10","$3,218.57","$20,200.67",418.04
+19-1000,Life Scientists,0.05,0.05,"$5,069.99",$891.27,"$5,961.27",96.41
+19-2000,Physical Scientists,0.05,0.05,"$6,656.07","$1,356.99","$8,013.06",106.53
+19-3000,Social Scientists and Related Workers,0.03,0.03,"$3,358.26",$607.10,"$3,965.36",61.46
+19-4000,"Life, Physical, and Social Science Technicians",0.13,0.13,"$11,969.39","$2,656.62","$14,626.01",262.13
+19-5000,Occupational Health and Safety Specialists and Technicians,0.39,0.38,"$51,974.00","$11,878.04","$63,852.04",805.20
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",0.46,0.41,"$22,773.00","$4,292.60","$27,065.61",798.70
+21-2000,Religious Workers,0.15,0.13,"$6,400.19",$930.73,"$7,330.93",297.17
+23-1000,"Lawyers, Judges, and Related Workers",0.27,0.25,"$46,467.62","$7,848.02","$54,315.64",563.06
+23-2000,Legal Support Workers,0.18,0.17,"$10,058.58","$1,695.90","$11,754.48",316.73
+25-1000,Postsecondary Teachers,0.08,0.07,"$4,918.24","$1,095.93","$6,014.17",113.32
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.27,0.23,"$10,201.13","$1,936.04","$12,137.17",453.95
+25-3000,Other Teachers and Instructors,0.18,0.16,"$6,837.59","$1,380.27","$8,217.87",230.02
+25-4000,"Librarians, Curators, and Archivists",0.01,0.01,$570.84,$96.77,$667.61,18.58
+25-9000,Other Educational Instruction and Library Occupations,0.14,0.13,"$5,090.01",$965.20,"$6,055.21",200.04
+27-1000,Art and Design Workers,0.17,0.16,"$13,027.29","$2,172.26","$15,199.55",287.92
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.15,0.13,"$8,541.91","$1,460.96","$10,002.87",205.63
+27-3000,Media and Communication Workers,0.18,0.17,"$13,198.40","$2,297.38","$15,495.78",324.03
+27-4000,Media and Communication Equipment Workers,0.11,0.11,"$7,616.00","$1,212.41","$8,828.41",198.78
+29-1000,Healthcare Diagnosing or Treating Practitioners,1.31,1.20,"$162,785.10","$31,888.63","$194,673.73","2,358.06"
+29-2000,Health Technologists and Technicians,0.68,0.62,"$38,121.24","$7,513.58","$45,634.82","1,196.29"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.02,0.02,"$1,777.40",$336.29,"$2,113.69",46.52
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",1.26,1.12,"$36,498.23","$7,144.13","$43,642.37","1,971.20"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.05,0.04,"$2,143.34",$426.64,"$2,569.98",73.19
+31-9000,Other Healthcare Support Occupations,0.51,0.47,"$20,015.38","$3,805.06","$23,820.43",829.12
+33-1000,Supervisors of Protective Service Workers,0.02,0.02,"$2,302.20",$437.41,"$2,739.61",41.17
+33-2000,Firefighting and Prevention Workers,0.01,0.01,$428.64,$77.91,$506.55,27.27
+33-3000,Law Enforcement Workers,0.00,0.00,$448.49,$141.98,$590.48,9.50
+33-9000,Other Protective Service Workers,0.48,0.44,"$31,313.37","$5,807.44","$37,120.81",800.65
+35-1000,Supervisors of Food Preparation and Serving Workers,0.63,0.50,"$28,888.37","$4,118.69","$33,007.06","1,053.30"
+35-2000,Cooks and Food Preparation Workers,1.56,1.25,"$43,154.72","$6,296.25","$49,450.97","2,097.29"
+35-3000,Food and Beverage Serving Workers,3.32,2.64,"$77,254.40","$10,821.71","$88,076.11","3,602.98"
+35-9000,Other Food Preparation and Serving Related Workers,0.68,0.54,"$14,272.18","$1,999.76","$16,271.94",672.02
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.12,0.11,"$5,989.57","$1,053.09","$7,042.66",248.78
+37-2000,Building Cleaning and Pest Control Workers,1.31,1.20,"$44,870.22","$8,642.93","$53,513.15","2,069.37"
+37-3000,Grounds Maintenance Workers,0.51,0.47,"$20,929.60","$3,646.95","$24,576.54",877.72
+39-1000,Supervisors of Personal Care and Service Workers,0.06,0.05,"$3,300.71",$673.89,"$3,974.60",108.34
+39-2000,Animal Care and Service Workers,0.09,0.08,"$2,196.44",$329.45,"$2,525.90",120.20
+39-3000,Entertainment Attendants and Related Workers,0.18,0.16,"$4,887.63","$1,036.22","$5,923.85",208.02
+39-4000,Funeral Service Workers,0.01,0.01,$482.47,$69.10,$551.57,22.75
+39-5000,Personal Appearance Workers,0.10,0.09,"$3,118.25",$466.78,"$3,585.03",134.57
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.01,0.01,$478.31,$89.37,$567.68,21.37
+39-7000,Tour and Travel Guides,0.08,0.08,"$4,677.04",$842.09,"$5,519.13",91.60
+39-9000,Other Personal Care and Service Workers,0.38,0.33,"$8,604.47","$1,549.03","$10,153.50",441.29
+41-1000,Supervisors of Sales Workers,0.66,0.59,"$45,311.27","$8,962.22","$54,273.48","1,307.47"
+41-2000,Retail Sales Workers,3.75,3.29,"$121,470.12","$24,962.42","$146,432.54","5,175.82"
+41-3000,"Sales Representatives, Services",0.83,0.79,"$77,619.79","$13,165.28","$90,785.07","1,663.80"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",1.06,1.02,"$111,451.47","$18,496.52","$129,947.99","2,238.71"
+41-9000,Other Sales and Related Workers,0.18,0.17,"$11,999.61","$2,027.46","$14,027.08",312.28
+43-1000,Supervisors of Office and Administrative Support Workers,0.64,0.61,"$56,607.86","$11,243.49","$67,851.35","1,263.06"
+43-2000,Communications Equipment Operators,0.01,0.01,$452.10,$83.87,$535.97,16.20
+43-3000,Financial Clerks,1.31,1.24,"$82,991.54","$15,802.84","$98,794.38","2,335.25"
+43-4000,Information and Record Clerks,1.81,1.69,"$92,229.24","$16,711.26","$108,940.50","3,036.01"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",1.29,1.19,"$90,544.11","$25,845.40","$116,389.50","2,493.14"
+43-6000,Secretaries and Administrative Assistants,1.17,1.10,"$68,237.67","$12,847.38","$81,085.05","2,065.05"
+43-9000,Other Office and Administrative Support Workers,1.51,1.43,"$75,129.95","$14,644.23","$89,774.18","2,475.55"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.01,0.01,$637.15,$146.14,$783.30,17.53
+45-2000,Agricultural Workers,0.07,0.06,"$3,659.07",$691.36,"$4,350.43",120.34
+45-3000,Fishing and Hunting Workers,0.00,0.00,$2.21,$0.59,$2.80,0.12
+45-4000,"Forest, Conservation, and Logging Workers",0.02,0.02,"$1,264.48",$392.12,"$1,656.61",49.76
+47-1000,Supervisors of Construction and Extraction Workers,4.58,4.50,"$732,281.95","$168,053.91","$900,335.87","10,142.22"
+47-2000,Construction Trades Workers,10.19,10.00,"$1,052,278.95","$239,772.29","$1,292,051.24","21,250.09"
+47-3000,"Helpers, Construction Trades",0.03,0.03,"$1,320.34",$231.37,"$1,551.71",50.90
+47-4000,Other Construction and Related Workers,0.21,0.20,"$19,127.62","$4,448.22","$23,575.83",445.03
+47-5000,Extraction Workers,16.49,16.23,"$1,697,053.15","$393,487.50","$2,090,540.65","38,828.87"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.77,1.72,"$285,102.09","$64,981.75","$350,083.84","3,986.47"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.25,0.23,"$24,704.95","$5,393.05","$30,098.00",527.97
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.12,3.94,"$394,642.01","$85,627.28","$480,269.29","8,768.18"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",5.65,5.50,"$556,530.62","$125,720.67","$682,251.29","11,846.73"
+51-1000,Supervisors of Production Workers,0.40,0.39,"$57,012.48","$13,241.77","$70,254.25",881.55
+51-2000,Assemblers and Fabricators,0.26,0.25,"$14,508.93","$2,523.50","$17,032.43",504.31
+51-3000,Food Processing Workers,0.13,0.11,"$4,937.08","$1,125.37","$6,062.46",211.80
+51-4000,Metal Workers and Plastic Workers,0.93,0.91,"$96,181.41","$21,675.53","$117,856.94","1,931.11"
+51-5100,Printing Workers,0.02,0.02,"$1,039.28",$175.58,"$1,214.86",40.74
+51-6000,"Textile, Apparel, and Furnishings Workers",0.10,0.09,"$4,088.55",$687.95,"$4,776.50",169.81
+51-7000,Woodworkers,0.02,0.02,$862.95,$149.01,"$1,011.96",31.96
+51-8000,Plant and System Operators,0.35,0.34,"$37,711.50","$10,067.34","$47,778.84",756.00
+51-9000,Other Production Occupations,1.40,1.36,"$127,632.91","$28,954.20","$156,587.11","2,795.90"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.61,0.58,"$75,521.54","$16,920.48","$92,442.03","1,306.85"
+53-2000,Air Transportation Workers,0.07,0.06,"$9,103.64","$2,069.37","$11,173.01",123.99
+53-3000,Motor Vehicle Operators,3.72,3.54,"$289,128.00","$65,328.22","$354,456.22","7,620.91"
+53-4000,Rail Transportation Workers,0.40,0.38,"$39,063.54","$11,553.31","$50,616.86",953.96
+53-5000,Water Transportation Workers,0.13,0.12,"$13,274.99","$2,409.98","$15,684.97",313.63
+53-6000,Other Transportation Workers,0.17,0.16,"$7,536.17","$1,520.33","$9,056.50",275.12
+53-7000,Material Moving Workers,5.83,5.59,"$418,201.06","$91,911.96","$510,113.02","10,488.90"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/tax_results.csv
new file mode 100644
index 0000000..454125d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$135,375.18","$1,109,250.41","$777,320.33","$3,413,683.63","$2,720,265.01","$8,155,894.55"
+2 - Indirect,"$17,250.03","$141,690.14","$99,673.57","$463,814.37","$893,607.62","$1,616,035.72"
+3 - Induced,"$10,954.76","$89,939.40","$63,222.62","$291,180.08","$512,758.76","$968,055.63"
+,"$163,579.97","$1,340,879.95","$940,216.52","$4,168,678.08","$4,126,631.39","$10,739,985.91"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..b3205c8
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89"
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37"
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85"
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81"
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78"
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30"
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50"
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24"
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47"
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89"
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69"
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84"
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72"
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11"
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/direct_leakages.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/direct_leakages.csv
new file mode 100644
index 0000000..b05b7f4
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/direct_leakages.csv
@@ -0,0 +1,2 @@
+Institutional Commodity Sales,Margin,Imports to Region
+N/A,N/A,N/A
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/economic_indicators_by_impact.csv
new file mode 100644
index 0000000..4749da5
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/economic_indicators_by_impact.csv
@@ -0,0 +1,5 @@
+Impact,Employment,Labor Income,Value Added,Output
+1 - Direct,53.74,"$10,105,966.75","$27,795,240.34","$47,000,000.00"
+2 - Indirect,49.09,"$3,461,023.85","$7,131,509.36","$15,058,507.22"
+3 - Induced,41.94,"$1,921,353.13","$4,332,365.60","$7,741,982.14"
+,144.78,"$15,488,343.73","$39,259,115.30","$69,800,489.36"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..512659e
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,529 @@
+,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89",1.67%
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37",0.25%
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85",0.24%
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81",0.22%
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78",0.15%
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30",0.15%
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50",0.14%
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24",0.13%
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47",0.11%
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89",0.10%
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69",0.07%
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84",0.07%
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72",0.06%
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11",0.06%
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12",0.06%
+16,498,Personal and household goods repair and maintenance,"$109,517,563.73","$65,375.16",0.06%
+17,16,Commercial logging,"$38,196,492.13","$22,334.72",0.06%
+18,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$426,414.33",0.06%
+19,515,Local government electric utilities,"$7,801,045.18","$4,283.03",0.05%
+20,455,Business support services,"$81,622,923.15","$43,642.93",0.05%
+21,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$190,731.43",0.05%
+22,398,Water transportation,"$11,961,984.14","$6,237.17",0.05%
+23,458,Services to buildings,"$210,863,686.06","$108,293.27",0.05%
+24,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$124,785.56",0.05%
+25,397,Rail transportation,"$1,846,923,315.97","$873,433.97",0.05%
+26,403,Couriers and messengers,"$213,253,723.63","$100,850.43",0.05%
+27,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$262,840.10",0.05%
+28,437,Legal services,"$411,686,987.07","$183,550.69",0.04%
+29,254,Construction machinery manufacturing,"$33,431,733.61","$14,436.45",0.04%
+30,505,Business and professional associations,"$86,788,585.52","$36,636.21",0.04%
+31,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$239,843.73",0.04%
+32,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$36,508.65",0.04%
+33,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$107,530.27",0.04%
+34,508,Postal service,"$125,450,187.77","$51,135.14",0.04%
+35,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$127,324.22",0.04%
+36,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$211,341.45",0.04%
+37,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$85,367.70",0.04%
+38,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$527,377.19",0.04%
+39,459,Landscape and horticultural services,"$275,016,411.40","$103,924.74",0.04%
+40,399,Truck transportation,"$1,193,488,141.88","$445,058.01",0.04%
+41,197,Concrete block and brick manufacturing,"$4,381,689.69","$1,632.78",0.04%
+42,432,Automotive equipment rental and leasing,"$102,405,091.42","$37,605.31",0.04%
+43,439,"Architectural, engineering, and related services","$663,216,940.93","$236,127.33",0.04%
+44,452,Office administrative services,"$121,416,424.85","$42,756.20",0.04%
+45,408,"Directory, mailing list, and other publishers","$4,955,701.45","$1,637.11",0.03%
+46,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$265,865.49",0.03%
+47,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$36,376.46",0.03%
+48,510,Other federal government enterprises,"$1,867,051.07",$594.06,0.03%
+49,448,Photographic services,"$6,946,918.71","$2,198.19",0.03%
+50,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$39,841.81",0.03%
+51,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$1,545.97",0.03%
+52,390,Retail - Health and personal care stores,"$189,122,051.74","$56,224.66",0.03%
+53,387,Retail - Electronics and appliance stores,"$60,211,745.28","$17,808.00",0.03%
+54,431,Owner-occupied housing,"$4,444,497,247.52","$1,312,787.17",0.03%
+55,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$156,941.97",0.03%
+56,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$66,033.92",0.03%
+57,457,Investigation and security services,"$59,623,127.89","$17,290.12",0.03%
+58,487,Fitness and recreational sports centers,"$47,685,531.12","$13,822.53",0.03%
+59,466,Offices of dentists,"$271,899,263.02","$78,463.91",0.03%
+60,461,Waste management and remediation services,"$225,632,059.53","$64,997.29",0.03%
+61,472,Hospitals,"$775,130,452.97","$222,907.69",0.03%
+62,460,Other support services,"$116,743,407.01","$33,544.18",0.03%
+63,447,"Advertising, public relations, and related services","$76,206,587.86","$21,877.41",0.03%
+64,499,Personal care services,"$105,986,766.41","$30,359.23",0.03%
+65,454,Employment services,"$387,522,663.46","$109,869.56",0.03%
+66,492,Limited-service restaurants,"$1,041,352,547.93","$292,947.71",0.03%
+67,462,Elementary and secondary schools,"$34,238,275.96","$9,621.58",0.03%
+68,440,Specialized design services,"$35,933,528.26","$10,091.43",0.03%
+69,479,Commercial Sports Except Racing,"$3,476,338.42",$976.23,0.03%
+70,394,Retail - General merchandise stores,"$553,647,942.57","$154,506.53",0.03%
+71,425,Direct life insurance carriers,"$42,208,644.52","$11,770.66",0.03%
+72,389,Retail - Food and beverage stores,"$517,469,128.57","$142,282.41",0.03%
+73,444,Management consulting services,"$251,198,056.46","$68,576.12",0.03%
+74,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$42,194.01",0.03%
+75,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$67,383.76",0.03%
+76,475,Individual and family services,"$223,584,092.68","$60,407.77",0.03%
+77,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$34,262.76",0.03%
+78,406,Periodical publishers,"$16,212,170.93","$4,358.23",0.03%
+79,491,Full-service restaurants,"$957,773,115.52","$255,349.60",0.03%
+80,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$32,660.46",0.03%
+81,478,Performing arts companies,"$63,413,148.22","$16,838.75",0.03%
+82,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$30,014.34",0.03%
+83,396,Air transportation,"$185,983,832.23","$48,662.65",0.03%
+84,426,"Insurance carriers, except direct life","$545,149,698.92","$142,439.83",0.03%
+85,484,Amusement parks and arcades,"$8,147,368.71","$2,115.38",0.03%
+86,413,Radio and television broadcasting,"$128,460,835.20","$33,250.22",0.03%
+87,495,Car washes,"$60,896,626.31","$15,465.26",0.03%
+88,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$52,931.72",0.03%
+89,465,Offices of physicians,"$740,188,232.97","$183,418.72",0.02%
+90,502,Other personal services,"$178,806,274.18","$43,642.68",0.02%
+91,503,Religious organizations,"$135,764,739.85","$33,077.93",0.02%
+92,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$22,374.57",0.02%
+93,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$33,390.75",0.02%
+94,507,Private households,"$17,924,890.71","$4,240.13",0.02%
+95,506,Labor and civic organizations,"$105,944,986.89","$25,059.63",0.02%
+96,514,Local government passenger transit,"$2,981,749.49",$690.40,0.02%
+97,414,Cable and other subscription programming,"$23,580,404.28","$5,358.68",0.02%
+98,473,Nursing and community care facilities,"$273,693,670.49","$61,960.91",0.02%
+99,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$56,127.06",0.02%
+100,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$16,474.85",0.02%
+101,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$66,928.08",0.02%
+102,43,Natural gas distribution,"$226,004,592.60","$50,510.89",0.02%
+103,400,Transit and ground passenger transportation,"$87,175,571.40","$19,452.30",0.02%
+104,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$125,924.35",0.02%
+105,37,Electric power generation - Solar,"$4,333,055.09",$949.31,0.02%
+106,38,Electric power generation - Wind,"$185,428,436.16","$40,624.78",0.02%
+107,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$420,863.81",0.02%
+108,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$51,098.60",0.02%
+109,476,Child day care services,"$173,556,969.71","$37,708.93",0.02%
+110,449,Veterinary services,"$101,826,770.30","$21,866.82",0.02%
+111,464,Other educational services,"$276,105,016.01","$58,792.97",0.02%
+112,404,Warehousing and storage,"$190,282,196.62","$40,304.41",0.02%
+113,468,Outpatient care centers,"$330,858,673.33","$69,314.97",0.02%
+114,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$38,517.41",0.02%
+115,493,All other food and drinking places,"$603,532,483.05","$123,672.09",0.02%
+116,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$218,435.45",0.02%
+117,410,Software publishers,"$184,892,079.62","$37,544.33",0.02%
+118,443,"Other computer related services, including facilities management","$44,926,337.84","$9,103.16",0.02%
+119,418,"Data processing, hosting, and related services","$291,048,307.59","$56,940.88",0.02%
+120,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$1,649.52",0.02%
+121,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$23,622.91",0.02%
+122,481,"Independent artists, writers, and performers","$137,990,888.93","$26,459.86",0.02%
+123,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27",$941.64,0.02%
+124,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$27,380.08",0.02%
+125,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$8,567.41",0.02%
+126,3,Vegetable and melon farming,"$6,609,930.97","$1,230.02",0.02%
+127,104,Tobacco manufacturing,"$6,603,883.06","$1,201.65",0.02%
+128,405,Newspaper publishers,"$75,385,661.65","$13,501.17",0.02%
+129,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$60,199.70",0.02%
+130,469,Medical and diagnostic laboratories,"$105,938,912.27","$18,627.33",0.02%
+131,146,Petroleum refineries,"$6,572,475,454.77","$1,154,686.87",0.02%
+132,516,Other local government enterprises,"$776,177,579.59","$132,349.61",0.02%
+133,44,"Water, sewage and other systems","$21,303,485.72","$3,611.74",0.02%
+134,430,Tenant-occupied housing,"$1,046,341,198.42","$175,673.26",0.02%
+135,513,Other state government enterprises,"$14,156,836.55","$2,350.73",0.02%
+136,500,Death care services,"$46,286,967.10","$7,683.79",0.02%
+137,4,Fruit farming,"$384,884.42",$62.37,0.02%
+138,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$51,591.45",0.02%
+139,391,Retail - Gasoline stores,"$487,933,166.50","$74,717.97",0.02%
+140,411,Motion picture and video industries,"$109,931,494.98","$16,654.07",0.02%
+141,471,Other ambulatory health care services,"$103,224,782.99","$15,298.02",0.01%
+142,129,Wood windows and door manufacturing,"$6,006,154.37",$888.54,0.01%
+143,429,Other real estate,"$4,970,388,101.43","$734,623.34",0.01%
+144,196,Ready-mix concrete manufacturing,"$285,491,907.84","$42,186.71",0.01%
+145,467,Offices of other health practitioners,"$364,689,970.79","$53,465.00",0.01%
+146,415,Wired telecommunications carriers,"$765,674,352.28","$112,238.34",0.01%
+147,470,Home health care services,"$73,759,567.90","$10,610.22",0.01%
+148,456,Travel arrangement and reservation services,"$498,338,395.79","$71,574.87",0.01%
+149,486,Other amusement and recreation industries,"$263,123,626.14","$35,700.08",0.01%
+150,501,Dry-cleaning and laundry services,"$83,675,246.11","$11,227.69",0.01%
+151,407,Book publishers,"$8,704,740.33","$1,112.52",0.01%
+152,485,Gambling industries (except casino hotels),"$417,593,840.35","$46,806.84",0.01%
+153,488,Bowling centers,"$21,593,225.39","$2,272.64",0.01%
+154,480,Racing and Track Operation,"$6,801,162.46",$703.56,0.01%
+155,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$50,425.95",0.01%
+156,135,All other miscellaneous wood product manufacturing,"$1,464,925.21",$142.48,0.01%
+157,453,Facilities support services,"$18,809,929.65","$1,804.12",0.01%
+158,198,Concrete pipe manufacturing,"$4,169,914.39",$399.45,0.01%
+159,434,Video tape and disc rental,"$3,473,473.59",$320.84,0.01%
+160,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$2,254.28",0.01%
+161,134,Prefabricated wood building manufacturing,"$6,341,600.48",$565.22,0.01%
+162,203,Cut stone and stone product manufacturing,"$1,374,172.26",$119.78,0.01%
+163,445,Environmental and other technical consulting services,"$1,027,018,118.68","$74,794.30",0.01%
+164,442,Computer systems design services,"$304,936,867.78","$20,696.28",0.01%
+165,144,Printing,"$57,542,256.23","$3,652.37",0.01%
+166,100,Manufactured ice,"$3,942,329.02",$247.30,0.01%
+167,490,Other accommodations,"$130,132,793.65","$8,134.06",0.01%
+168,368,Sign manufacturing,"$23,533,228.46","$1,394.17",0.01%
+169,401,Pipeline transportation,"$1,611,889,849.10","$93,322.83",0.01%
+170,27,Sand and gravel mining,"$216,223,131.49","$12,517.40",0.01%
+171,20,Oil and gas extraction,"$4,984,035,362.50","$276,518.46",0.01%
+172,335,Other motor vehicle parts manufacturing,"$4,272,109.66",$220.83,0.01%
+173,15,"Forestry, forest products, and timber tract production","$319,991.92",$16.09,0.01%
+174,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86",$574.25,0.01%
+175,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$8,198.55",0.00%
+176,199,Other concrete product manufacturing,"$20,536,708.26",$884.64,0.00%
+177,10,All other crop farming,"$163,550,998.97","$7,003.61",0.00%
+178,195,Cement manufacturing,"$132,407,672.79","$5,428.06",0.00%
+179,446,Scientific research and development services,"$1,017,623,425.88","$39,979.86",0.00%
+180,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$24,613.29",0.00%
+181,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$3,180.07",0.00%
+182,441,Custom computer programming services,"$266,955,199.74","$9,567.57",0.00%
+183,99,Bottled and canned soft drinks and water,"$177,852,624.62","$6,271.34",0.00%
+184,18,Commercial hunting and trapping,"$23,256,232.55",$774.72,0.00%
+185,125,Wood preservation,"$25,246,163.52",$816.04,0.00%
+186,19,Support activities for agriculture and forestry,"$44,762,204.87","$1,303.41",0.00%
+187,201,Gypsum product manufacturing,"$62,726,288.59","$1,685.30",0.00%
+188,132,Wood container and pallet manufacturing,"$5,150,805.78",$134.34,0.00%
+189,124,Sawmills,"$141,329,754.94","$3,308.55",0.00%
+190,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22",$60.38,0.00%
+191,139,Paperboard container manufacturing,"$2,219,895.78",$50.64,0.00%
+192,151,Petrochemical manufacturing,"$673,077,918.86","$15,340.65",0.00%
+193,242,Metal coating and nonprecious engraving,"$8,101,071.47",$182.52,0.00%
+194,329,Travel trailer and camper manufacturing,"$11,059,948.62",$237.56,0.00%
+195,102,Wineries,"$2,616,541.19",$51.48,0.00%
+196,229,Plate work manufacturing,"$7,212,949.34",$138.76,0.00%
+197,239,Machine shops,"$129,567,269.37","$2,406.37",0.00%
+198,188,Other rubber product manufacturing,"$4,573,849.57",$82.00,0.00%
+199,13,Poultry and egg production,"$69,842,214.62","$1,238.79",0.00%
+200,175,Custom compounding of purchased resins,"$17,576,678.87",$305.43,0.00%
+201,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$68.53,0.00%
+202,101,Breweries,"$54,815,146.01",$833.45,0.00%
+203,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$1,728.36",0.00%
+204,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64",$561.99,0.00%
+205,79,Fluid milk manufacturing,"$4,900,848.36",$66.13,0.00%
+206,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$9.57,0.00%
+207,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47",$748.74,0.00%
+208,366,"Doll, toy, and game manufacturing","$8,851,137.40",$106.80,0.00%
+209,2,Grain farming,"$130,099,289.43","$1,271.08",0.00%
+210,185,Other plastics product manufacturing,"$54,262,105.84",$528.81,0.00%
+211,155,Other basic organic chemical manufacturing,"$99,443,897.11",$969.04,0.00%
+212,31,Support activities for oil and gas operations,"$1,698,256,439.85","$16,148.18",0.00%
+213,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07",$1.64,0.00%
+214,224,Nonferrous forging,"$17,187,170.89",$147.95,0.00%
+215,364,Jewelry and silverware manufacturing,"$9,505,473.72",$81.60,0.00%
+216,223,Iron and steel forging,"$52,274,449.17",$419.02,0.00%
+217,59,Other animal food manufacturing,"$23,797,093.38",$189.35,0.00%
+218,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97",$85.97,0.00%
+219,116,Other textile product mills,"$18,711,047.72",$139.97,0.00%
+220,370,Musical instrument manufacturing,"$937,638.70",$6.99,0.00%
+221,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13",$99.23,0.00%
+222,85,Meat processed from carcasses,"$59,683,965.53",$433.11,0.00%
+223,24,Gold ore and silver ore mining,"$40,475,210.09",$283.47,0.00%
+224,62,Malt manufacturing,"$10,977,359.34",$76.45,0.00%
+225,373,Burial casket manufacturing,"$6,137,323.55",$42.71,0.00%
+226,32,Metal mining services,"$40,137,198.28",$263.74,0.00%
+227,374,All other miscellaneous manufacturing,"$25,842,264.37",$169.17,0.00%
+228,66,Breakfast cereal manufacturing,"$8,312,290.22",$54.29,0.00%
+229,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$24.48,0.00%
+230,93,Other snack food manufacturing,"$10,656,196.90",$69.11,0.00%
+231,33,Other nonmetallic minerals services,"$83,884,373.37",$525.36,0.00%
+232,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$1,097.13",0.00%
+233,228,Fabricated structural metal manufacturing,"$108,558,620.40",$616.83,0.00%
+234,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05",$439.44,0.00%
+235,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$5,548.79",0.00%
+236,251,Other fabricated metal manufacturing,"$30,533,977.78",$159.69,0.00%
+237,127,Engineered wood member and truss manufacturing,"$88,604,588.45",$452.01,0.00%
+238,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65",$440.22,0.00%
+239,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$30.99,0.00%
+240,238,Spring and wire product manufacturing,"$10,164,502.90",$47.43,0.00%
+241,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$55.13,0.00%
+242,226,Handtool manufacturing,"$14,510,909.57",$67.00,0.00%
+243,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77",$111.16,0.00%
+244,221,Custom roll forming,"$23,817,580.17",$108.49,0.00%
+245,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43",$164.20,0.00%
+246,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94",$73.13,0.00%
+247,231,Sheet metal work manufacturing,"$2,174,657.13",$9.69,0.00%
+248,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83",$474.19,0.00%
+249,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$5.68,0.00%
+250,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$13.76,0.00%
+251,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07",$1.13,0.00%
+252,84,"Animal, except poultry, slaughtering","$216,958,801.29",$740.59,0.00%
+253,9,Sugarcane and sugar beet farming,"$62,280,333.14",$205.03,0.00%
+254,94,Coffee and tea manufacturing,"$30,751,047.34",$93.77,0.00%
+255,358,Blind and shade manufacturing,"$111,215.22",$0.33,0.00%
+256,67,Beet sugar manufacturing,"$209,970,196.03",$587.55,0.00%
+257,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$5.60,0.00%
+258,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16",$7.21,0.00%
+259,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$22.06,0.00%
+260,97,Spice and extract manufacturing,"$12,042,344.87",$27.67,0.00%
+261,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$7.17,0.00%
+262,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$46.14,0.00%
+263,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$2.06,0.00%
+264,58,Dog and cat food manufacturing,"$23,319,111.08",$40.12,0.00%
+265,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35",$760.93,0.00%
+266,86,Rendering and meat byproduct processing,"$169,552.02",$0.25,0.00%
+267,118,Cut and sew apparel contractors,"$624,247.24",$0.93,0.00%
+268,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$15.75,0.00%
+269,326,Motor vehicle body manufacturing,"$51,726,843.92",$77.04,0.00%
+270,354,Custom architectural woodwork and millwork,"$78,271.86",$0.11,0.00%
+271,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$2,015.26",0.00%
+272,265,Industrial mold manufacturing,"$419,356.03",$0.46,0.00%
+273,12,Dairy cattle and milk production,"$62,699,899.43",$62.56,0.00%
+274,113,Curtain and linen mills,"$612,878.58",$0.56,0.00%
+275,121,Leather and hide tanning and finishing,"$1,328,163.62",$1.18,0.00%
+276,114,Textile bag and canvas mills,"$11,730,951.51",$10.38,0.00%
+277,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$12.58,0.00%
+278,311,Lighting fixture manufacturing,"$8,501,584.76",$7.22,0.00%
+279,235,Metal cans manufacturing,"$84,837,591.04",$70.15,0.00%
+280,489,"Hotels and motels, including casino hotels","$1,272,625,779.27",$990.50,0.00%
+281,103,Distilleries,"$59,042,281.71",$44.17,0.00%
+282,172,Toilet preparation manufacturing,"$51,736,916.86",$38.10,0.00%
+283,363,Dental laboratories,"$2,922,984.08",$2.09,0.00%
+284,247,Small arms ammunition manufacturing,"$130,897.97",$0.09,0.00%
+285,122,Footwear manufacturing,"$1,145,231.54",$0.75,0.00%
+286,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01",$3.64,0.00%
+287,173,Printing ink manufacturing,"$6,373,572.26",$3.83,0.00%
+288,1,Oilseed farming,"$938,686.11",$0.56,0.00%
+289,322,Carbon and graphite product manufacturing,"$10,049,890.88",$5.90,0.00%
+290,220,Nonferrous metal foundries,"$16,365,994.89",$8.51,0.00%
+291,292,Other communications equipment manufacturing,"$381,770.64",$0.19,0.00%
+292,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$18.42,0.00%
+293,25,Other metal ore mining,"$65,796,499.90",$30.98,0.00%
+294,123,Other leather and allied product manufacturing,"$17,594,328.12",$7.98,0.00%
+295,353,Wood office furniture manufacturing,"$616,006.76",$0.26,0.00%
+296,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13",$66.96,0.00%
+297,105,"Fiber, yarn, and thread mills","$13,455,310.58",$4.50,0.00%
+298,302,Automatic environmental control manufacturing,"$4,809,195.11",$1.53,0.00%
+299,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$1.28,0.00%
+300,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$2.56,0.00%
+301,109,Knit fabric mills,"$9,334,399.88",$2.60,0.00%
+302,260,All other industrial machinery manufacturing,"$303,218.25",$0.07,0.00%
+303,273,Other engine equipment manufacturing,"$4,730,382.73",$1.04,0.00%
+304,30,Drilling oil and gas wells,"$252,242,568.28",$51.42,0.00%
+305,320,Other communication and energy wire manufacturing,"$38,208,866.07",$7.41,0.00%
+306,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$0.20,0.00%
+307,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$0.16,0.00%
+308,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$0.55,0.00%
+309,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$3.38,0.00%
+310,285,Fluid power pump and motor manufacturing,"$6,646,876.88",$0.80,0.00%
+311,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$0.57,0.00%
+312,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$0.62,0.00%
+313,315,Motor and generator manufacturing,"$101,522,975.36",$6.50,0.00%
+314,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$4.96,0.00%
+315,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$0.18,0.00%
+316,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$1.77,0.00%
+317,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04",$0.44,0.00%
+318,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$1.03,0.00%
+319,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$0.54,0.00%
+320,261,Commercial and service industry machinery manufacturing,"$118,574,901.91",$3.81,0.00%
+321,317,Relay and industrial control manufacturing,"$20,041,079.83",$0.57,0.00%
+322,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$0.29,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$0.12,0.00%
+324,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$0.22,0.00%
+325,337,Aircraft manufacturing,"$86,772,712.07",$0.60,0.00%
+326,343,Ship building and repairing,$0.00,$0.00,0.00%
+327,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+328,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+329,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+330,60,Flour milling,$0.00,$0.00,0.00%
+331,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+332,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+333,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+334,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+335,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+336,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+337,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+338,23,Iron ore mining,$0.00,$0.00,0.00%
+339,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+340,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+341,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+342,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+343,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+344,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+345,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+346,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+347,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+348,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+349,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+350,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+351,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+352,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+353,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+354,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+355,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+356,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+357,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+358,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+359,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+360,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+361,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+362,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+363,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+364,7,Tobacco farming,$0.00,$0.00,0.00%
+365,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+366,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+367,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+368,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+369,200,Lime manufacturing,$0.00,$0.00,0.00%
+370,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+371,237,Hardware manufacturing,$0.00,$0.00,0.00%
+372,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+373,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+374,61,Rice milling,$0.00,$0.00,0.00%
+375,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+376,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+377,8,Cotton farming,$0.00,$0.00,0.00%
+378,137,Paper mills,$0.00,$0.00,0.00%
+379,145,Support activities for printing,$0.00,$0.00,0.00%
+380,193,Glass container manufacturing,$0.00,$0.00,0.00%
+381,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+382,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+383,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+384,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+385,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+386,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+387,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+388,357,Mattress manufacturing,$0.00,$0.00,0.00%
+389,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+390,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+391,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+392,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+393,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+394,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+395,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+396,111,Fabric coating mills,$0.00,$0.00,0.00%
+397,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+398,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+399,83,Poultry processing,$0.00,$0.00,0.00%
+400,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+401,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+402,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+403,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+404,98,All other food manufacturing,$0.00,$0.00,0.00%
+405,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+406,138,Paperboard mills,$0.00,$0.00,0.00%
+407,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+408,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+409,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+410,117,Apparel knitting mills,$0.00,$0.00,0.00%
+411,5,Tree nut farming,$0.00,$0.00,0.00%
+412,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+413,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+414,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+415,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+416,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+417,241,Metal heat treating,$0.00,$0.00,0.00%
+418,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+419,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+420,511,State government passenger transit,$0.00,$0.00,0.00%
+421,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+422,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+423,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+424,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+425,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+426,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+427,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+428,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+429,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+430,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+431,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+432,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+433,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+434,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+435,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+436,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+437,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+438,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+439,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+440,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+441,186,Tire manufacturing,$0.00,$0.00,0.00%
+442,63,Wet corn milling,$0.00,$0.00,0.00%
+443,112,Carpet and rug mills,$0.00,$0.00,0.00%
+444,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+445,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+446,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+447,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+448,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+449,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+450,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+451,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+452,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+453,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+454,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+455,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+456,210,Steel wire drawing,$0.00,$0.00,0.00%
+457,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+458,75,Canned specialties,$0.00,$0.00,0.00%
+459,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+460,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+461,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+462,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+463,412,Sound recording industries,$0.00,$0.00,0.00%
+464,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+465,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+466,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+467,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+468,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+469,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+470,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+471,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+472,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+473,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+474,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+475,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+476,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+477,136,Pulp mills,$0.00,$0.00,0.00%
+478,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+479,512,State government electric utilities,$0.00,$0.00,0.00%
+480,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+481,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+482,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+483,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+484,51,Construction of other new nonresidential structures,"$409,147,464.67",$0.00,0.00%
+485,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+486,318,Battery manufacturing,$0.00,$0.00,0.00%
+487,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+488,409,Greeting card publishing,$0.00,$0.00,0.00%
+489,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+490,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+491,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+492,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+493,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+494,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+495,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+496,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+497,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+498,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+499,77,Cheese manufacturing,$0.00,$0.00,0.00%
+500,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+501,161,Fertilizer mixing,$0.00,$0.00,0.00%
+502,17,Commercial fishing,$0.00,$0.00,0.00%
+503,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+504,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+505,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+506,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+507,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+508,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+509,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+510,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+511,328,Motor home manufacturing,$0.00,$0.00,0.00%
+512,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+513,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+514,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+515,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+516,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+517,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+518,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+519,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+520,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+521,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+522,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+523,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+524,41,Electric power generation - All other,$0.00,$0.00,0.00%
+525,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+526,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+527,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+528,344,Boat building,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/occupation_impacts_table.csv
new file mode 100644
index 0000000..586bbf1
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/occupation_impacts_table.csv
@@ -0,0 +1,98 @@
+Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
+11-1000,Top Executives,2.47,2.33,"$486,898.59","$97,170.37","$584,068.96","5,508.31"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",0.45,0.42,"$87,516.33","$14,998.65","$102,514.98",950.30
+11-3000,Operations Specialties Managers,1.81,1.76,"$379,773.39","$78,092.20","$457,865.59","3,887.26"
+11-9000,Other Management Occupations,1.59,1.51,"$266,277.12","$54,781.37","$321,058.49","3,374.53"
+13-1000,Business Operations Specialists,2.98,2.85,"$343,391.00","$65,333.51","$408,724.51","5,893.80"
+13-2000,Financial Specialists,1.54,1.48,"$187,620.92","$32,953.36","$220,574.28","3,067.95"
+15-1200,Computer Occupations,1.01,0.97,"$146,339.40","$24,702.84","$171,042.24","1,996.69"
+15-2000,Mathematical Science Occupations,0.11,0.11,"$16,516.10","$2,820.01","$19,336.11",215.20
+17-1000,"Architects, Surveyors, and Cartographers",0.33,0.32,"$35,599.51","$7,604.56","$43,204.07",681.04
+17-2000,Engineers,1.81,1.77,"$260,961.88","$57,044.56","$318,006.43","3,979.57"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.21,0.20,"$16,982.10","$3,218.57","$20,200.67",418.04
+19-1000,Life Scientists,0.05,0.05,"$5,069.99",$891.27,"$5,961.27",96.41
+19-2000,Physical Scientists,0.05,0.05,"$6,656.07","$1,356.99","$8,013.06",106.53
+19-3000,Social Scientists and Related Workers,0.03,0.03,"$3,358.26",$607.10,"$3,965.36",61.46
+19-4000,"Life, Physical, and Social Science Technicians",0.13,0.13,"$11,969.39","$2,656.62","$14,626.01",262.13
+19-5000,Occupational Health and Safety Specialists and Technicians,0.39,0.38,"$51,974.00","$11,878.04","$63,852.04",805.20
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",0.46,0.41,"$22,773.00","$4,292.60","$27,065.61",798.70
+21-2000,Religious Workers,0.15,0.13,"$6,400.19",$930.73,"$7,330.93",297.17
+23-1000,"Lawyers, Judges, and Related Workers",0.27,0.25,"$46,467.62","$7,848.02","$54,315.64",563.06
+23-2000,Legal Support Workers,0.18,0.17,"$10,058.58","$1,695.90","$11,754.48",316.73
+25-1000,Postsecondary Teachers,0.08,0.07,"$4,918.24","$1,095.93","$6,014.17",113.32
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.27,0.23,"$10,201.13","$1,936.04","$12,137.17",453.95
+25-3000,Other Teachers and Instructors,0.18,0.16,"$6,837.59","$1,380.27","$8,217.87",230.02
+25-4000,"Librarians, Curators, and Archivists",0.01,0.01,$570.84,$96.77,$667.61,18.58
+25-9000,Other Educational Instruction and Library Occupations,0.14,0.13,"$5,090.01",$965.20,"$6,055.21",200.04
+27-1000,Art and Design Workers,0.17,0.16,"$13,027.29","$2,172.26","$15,199.55",287.92
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.15,0.13,"$8,541.91","$1,460.96","$10,002.87",205.63
+27-3000,Media and Communication Workers,0.18,0.17,"$13,198.40","$2,297.38","$15,495.78",324.03
+27-4000,Media and Communication Equipment Workers,0.11,0.11,"$7,616.00","$1,212.41","$8,828.41",198.78
+29-1000,Healthcare Diagnosing or Treating Practitioners,1.31,1.20,"$162,785.10","$31,888.63","$194,673.73","2,358.06"
+29-2000,Health Technologists and Technicians,0.68,0.62,"$38,121.24","$7,513.58","$45,634.82","1,196.29"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.02,0.02,"$1,777.40",$336.29,"$2,113.69",46.52
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",1.26,1.12,"$36,498.23","$7,144.13","$43,642.37","1,971.20"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.05,0.04,"$2,143.34",$426.64,"$2,569.98",73.19
+31-9000,Other Healthcare Support Occupations,0.51,0.47,"$20,015.38","$3,805.06","$23,820.43",829.12
+33-1000,Supervisors of Protective Service Workers,0.02,0.02,"$2,302.20",$437.41,"$2,739.61",41.17
+33-2000,Firefighting and Prevention Workers,0.01,0.01,$428.64,$77.91,$506.55,27.27
+33-3000,Law Enforcement Workers,0.00,0.00,$448.49,$141.98,$590.48,9.50
+33-9000,Other Protective Service Workers,0.48,0.44,"$31,313.37","$5,807.44","$37,120.81",800.65
+35-1000,Supervisors of Food Preparation and Serving Workers,0.63,0.50,"$28,888.37","$4,118.69","$33,007.06","1,053.30"
+35-2000,Cooks and Food Preparation Workers,1.56,1.25,"$43,154.72","$6,296.25","$49,450.97","2,097.29"
+35-3000,Food and Beverage Serving Workers,3.32,2.64,"$77,254.40","$10,821.71","$88,076.11","3,602.98"
+35-9000,Other Food Preparation and Serving Related Workers,0.68,0.54,"$14,272.18","$1,999.76","$16,271.94",672.02
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.12,0.11,"$5,989.57","$1,053.09","$7,042.66",248.78
+37-2000,Building Cleaning and Pest Control Workers,1.31,1.20,"$44,870.22","$8,642.93","$53,513.15","2,069.37"
+37-3000,Grounds Maintenance Workers,0.51,0.47,"$20,929.60","$3,646.95","$24,576.54",877.72
+39-1000,Supervisors of Personal Care and Service Workers,0.06,0.05,"$3,300.71",$673.89,"$3,974.60",108.34
+39-2000,Animal Care and Service Workers,0.09,0.08,"$2,196.44",$329.45,"$2,525.90",120.20
+39-3000,Entertainment Attendants and Related Workers,0.18,0.16,"$4,887.63","$1,036.22","$5,923.85",208.02
+39-4000,Funeral Service Workers,0.01,0.01,$482.47,$69.10,$551.57,22.75
+39-5000,Personal Appearance Workers,0.10,0.09,"$3,118.25",$466.78,"$3,585.03",134.57
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.01,0.01,$478.31,$89.37,$567.68,21.37
+39-7000,Tour and Travel Guides,0.08,0.08,"$4,677.04",$842.09,"$5,519.13",91.60
+39-9000,Other Personal Care and Service Workers,0.38,0.33,"$8,604.47","$1,549.03","$10,153.50",441.29
+41-1000,Supervisors of Sales Workers,0.66,0.59,"$45,311.27","$8,962.22","$54,273.48","1,307.47"
+41-2000,Retail Sales Workers,3.75,3.29,"$121,470.12","$24,962.42","$146,432.54","5,175.82"
+41-3000,"Sales Representatives, Services",0.83,0.79,"$77,619.79","$13,165.28","$90,785.07","1,663.80"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",1.06,1.02,"$111,451.47","$18,496.52","$129,947.99","2,238.71"
+41-9000,Other Sales and Related Workers,0.18,0.17,"$11,999.61","$2,027.46","$14,027.08",312.28
+43-1000,Supervisors of Office and Administrative Support Workers,0.64,0.61,"$56,607.86","$11,243.49","$67,851.35","1,263.06"
+43-2000,Communications Equipment Operators,0.01,0.01,$452.10,$83.87,$535.97,16.20
+43-3000,Financial Clerks,1.31,1.24,"$82,991.54","$15,802.84","$98,794.38","2,335.25"
+43-4000,Information and Record Clerks,1.81,1.69,"$92,229.24","$16,711.26","$108,940.50","3,036.01"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",1.29,1.19,"$90,544.11","$25,845.40","$116,389.50","2,493.14"
+43-6000,Secretaries and Administrative Assistants,1.17,1.10,"$68,237.67","$12,847.38","$81,085.05","2,065.05"
+43-9000,Other Office and Administrative Support Workers,1.51,1.43,"$75,129.95","$14,644.23","$89,774.18","2,475.55"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.01,0.01,$637.15,$146.14,$783.30,17.53
+45-2000,Agricultural Workers,0.07,0.06,"$3,659.07",$691.36,"$4,350.43",120.34
+45-3000,Fishing and Hunting Workers,0.00,0.00,$2.21,$0.59,$2.80,0.12
+45-4000,"Forest, Conservation, and Logging Workers",0.02,0.02,"$1,264.48",$392.12,"$1,656.61",49.76
+47-1000,Supervisors of Construction and Extraction Workers,4.58,4.50,"$732,281.95","$168,053.91","$900,335.87","10,142.22"
+47-2000,Construction Trades Workers,10.19,10.00,"$1,052,278.95","$239,772.29","$1,292,051.24","21,250.09"
+47-3000,"Helpers, Construction Trades",0.03,0.03,"$1,320.34",$231.37,"$1,551.71",50.90
+47-4000,Other Construction and Related Workers,0.21,0.20,"$19,127.62","$4,448.22","$23,575.83",445.03
+47-5000,Extraction Workers,16.49,16.23,"$1,697,053.15","$393,487.50","$2,090,540.65","38,828.87"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.77,1.72,"$285,102.09","$64,981.75","$350,083.84","3,986.47"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.25,0.23,"$24,704.95","$5,393.05","$30,098.00",527.97
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.12,3.94,"$394,642.01","$85,627.28","$480,269.29","8,768.18"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",5.65,5.50,"$556,530.62","$125,720.67","$682,251.29","11,846.73"
+51-1000,Supervisors of Production Workers,0.40,0.39,"$57,012.48","$13,241.77","$70,254.25",881.55
+51-2000,Assemblers and Fabricators,0.26,0.25,"$14,508.93","$2,523.50","$17,032.43",504.31
+51-3000,Food Processing Workers,0.13,0.11,"$4,937.08","$1,125.37","$6,062.46",211.80
+51-4000,Metal Workers and Plastic Workers,0.93,0.91,"$96,181.41","$21,675.53","$117,856.94","1,931.11"
+51-5100,Printing Workers,0.02,0.02,"$1,039.28",$175.58,"$1,214.86",40.74
+51-6000,"Textile, Apparel, and Furnishings Workers",0.10,0.09,"$4,088.55",$687.95,"$4,776.50",169.81
+51-7000,Woodworkers,0.02,0.02,$862.95,$149.01,"$1,011.96",31.96
+51-8000,Plant and System Operators,0.35,0.34,"$37,711.50","$10,067.34","$47,778.84",756.00
+51-9000,Other Production Occupations,1.40,1.36,"$127,632.91","$28,954.20","$156,587.11","2,795.90"
+53-1000,Supervisors of Transportation and Material Moving Workers,0.61,0.58,"$75,521.54","$16,920.48","$92,442.03","1,306.85"
+53-2000,Air Transportation Workers,0.07,0.06,"$9,103.64","$2,069.37","$11,173.01",123.99
+53-3000,Motor Vehicle Operators,3.72,3.54,"$289,128.00","$65,328.22","$354,456.22","7,620.91"
+53-4000,Rail Transportation Workers,0.40,0.38,"$39,063.54","$11,553.31","$50,616.86",953.96
+53-5000,Water Transportation Workers,0.13,0.12,"$13,274.99","$2,409.98","$15,684.97",313.63
+53-6000,Other Transportation Workers,0.17,0.16,"$7,536.17","$1,520.33","$9,056.50",275.12
+53-7000,Material Moving Workers,5.83,5.59,"$418,201.06","$91,911.96","$510,113.02","10,488.90"
+99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
+99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/tax_results.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/tax_results.csv
new file mode 100644
index 0000000..454125d
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/tax_results.csv
@@ -0,0 +1,5 @@
+Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
+1 - Direct,"$135,375.18","$1,109,250.41","$777,320.33","$3,413,683.63","$2,720,265.01","$8,155,894.55"
+2 - Indirect,"$17,250.03","$141,690.14","$99,673.57","$463,814.37","$893,607.62","$1,616,035.72"
+3 - Induced,"$10,954.76","$89,939.40","$63,222.62","$291,180.08","$512,758.76","$968,055.63"
+,"$163,579.97","$1,340,879.95","$940,216.52","$4,168,678.08","$4,126,631.39","$10,739,985.91"
diff --git a/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
new file mode 100644
index 0000000..b3205c8
--- /dev/null
+++ b/Model_Outputs/IMPLAN/Single_Phase/Wyoming/WY_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -0,0 +1,16 @@
+,Display Code,Display Description,Industry Total Output,Impact Output
+1,21,Coal mining,"$2,911,704,202.57","$48,562,183.89"
+2,26,Stone mining and quarrying,"$31,976,061.34","$78,457.37"
+3,174,Explosives manufacturing,"$52,050,877.00","$125,768.85"
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,325.81"
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$842,781.78"
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,413,306.30"
+7,451,Management of companies and enterprises,"$529,170,690.74","$748,707.50"
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$870,798.24"
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,155.47"
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,359.89"
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$718,736.69"
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$737,977.84"
+13,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,042.72"
+14,424,Other financial investment activities,"$1,738,609,271.81","$1,085,490.11"
+15,509,Federal electric utilities,"$17,146,395.42","$10,505.12"
diff --git a/Model_Outputs/IMPLAN/US/US_2028/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/US/US_2028/economic_indicators_by_impact.csv
index 20007d9..32e868e 100644
--- a/Model_Outputs/IMPLAN/US/US_2028/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/US/US_2028/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"1,732.85","$190,906,726.42","$258,058,295.86","$646,186,184.93"
-2 - Indirect,"1,737.92","$170,422,775.61","$280,660,018.56","$615,286,723.20"
-3 - Induced,"2,220.51","$159,968,065.67","$300,603,455.51","$509,745,966.18"
-,"5,691.28","$521,297,567.70","$839,321,769.93","$1,771,218,874.30"
+1 - Direct,"1,741.33","$192,123,257.96","$262,466,840.30","$653,626,184.93"
+2 - Indirect,"1,752.28","$171,951,916.32","$283,313,404.43","$620,284,316.72"
+3 - Induced,"2,237.27","$161,175,368.24","$302,871,661.42","$513,592,091.83"
+,"5,730.88","$525,250,542.52","$848,651,906.16","$1,787,502,593.48"
diff --git a/Model_Outputs/IMPLAN/US/US_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index c0bfcf1..b9e1a86 100644
--- a/Model_Outputs/IMPLAN/US/US_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,866,670.43",5.64%
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,461.40",1.81%
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,072.05",0.14%
-4,224,Nonferrous forging,"$5,015,019,698.50","$5,923,974.68",0.12%
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,743,743.12",0.11%
-6,223,Iron and steel forging,"$12,167,051,489.94","$12,417,145.51",0.10%
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,869,582.99",5.64%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,536.14",1.81%
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,639.31",0.14%
+4,224,Nonferrous forging,"$5,015,019,698.50","$5,925,000.56",0.12%
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,776,022.63",0.11%
+6,223,Iron and steel forging,"$12,167,051,489.94","$12,419,446.06",0.10%
 7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00",0.10%
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,082,855.13",0.05%
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,011,914.91",0.05%
-10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,344,991.50",0.04%
-11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,294,760.22",0.04%
-12,221,Custom roll forming,"$3,403,758,221.65","$1,020,387.45",0.03%
-13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,283,993.55",0.03%
-14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,974,416.22",0.03%
-15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,032,294.93",0.03%
-16,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$37,717,646.96",0.03%
-17,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,848,561.28",0.03%
-18,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,310,069.34",0.02%
-19,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,562,488.20",0.02%
-20,23,Iron ore mining,"$4,242,665,589.12","$849,869.91",0.02%
-21,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,004,403.03",0.02%
-22,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,890,293.10",0.02%
-23,241,Metal heat treating,"$6,751,197,386.48","$1,171,573.30",0.02%
-24,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,066,475.66",0.02%
-25,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,613,351.79",0.02%
-26,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,196,698.05",0.02%
-27,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,158,907.27",0.02%
-28,239,Machine shops,"$58,418,188,845.25","$8,796,522.25",0.02%
-29,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,714,711.76",0.01%
-30,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,084,041.39",0.01%
-31,198,Concrete pipe manufacturing,"$4,124,714,176.94","$613,664.71",0.01%
-32,235,Metal cans manufacturing,"$27,208,678,262.97","$3,757,467.42",0.01%
-33,229,Plate work manufacturing,"$15,417,788,320.32","$2,079,084.20",0.01%
-34,21,Coal mining,"$40,369,797,410.22","$5,375,942.15",0.01%
-35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$34,076,525.77",0.01%
-36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$795,502.24",0.01%
-37,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,817,560.67",0.01%
-38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,766,838.01",0.01%
-39,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,682,041.27",0.01%
-40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,443,728.01",0.01%
-41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$1,994,964.14",0.01%
-42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,708,141.16",0.01%
-43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,631,631.22",0.01%
-44,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$778,703.71",0.01%
-45,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,272,477.11",0.01%
-46,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,588,487.97",0.01%
-47,109,Knit fabric mills,"$1,209,761,149.04","$101,266.83",0.01%
-48,175,Custom compounding of purchased resins,"$12,008,896,270.80","$997,722.78",0.01%
-49,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$418,223.62",0.01%
-50,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$555,411.21",0.01%
-51,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$929,446.30",0.01%
-52,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$552,732.86",0.01%
-53,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$555,048.14",0.01%
-54,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,587,294.19",0.01%
-55,210,Steel wire drawing,"$6,965,034,108.99","$529,242.14",0.01%
-56,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$32,631,674.76",0.01%
-57,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,141,913.61",0.01%
-58,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$13,898,228.58",0.01%
-59,311,Lighting fixture manufacturing,"$13,551,146,025.36","$915,748.64",0.01%
-60,238,Spring and wire product manufacturing,"$14,446,923,138.19","$971,059.43",0.01%
-61,200,Lime manufacturing,"$3,411,426,132.51","$222,639.50",0.01%
-62,201,Gypsum product manufacturing,"$10,849,873,573.69","$706,426.42",0.01%
-63,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,052,214.02",0.01%
-64,460,Other support services,"$93,493,521,065.46","$5,776,477.20",0.01%
-65,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$567,677.55",0.01%
-66,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$1,618,642.57",0.01%
-67,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,161,921.24",0.01%
-68,226,Handtool manufacturing,"$9,269,806,810.85","$547,995.38",0.01%
-69,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$443,140.15",0.01%
-70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$1,924,530.93",0.01%
-71,195,Cement manufacturing,"$16,124,794,202.42","$881,821.20",0.01%
-72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$82,360.79",0.01%
-73,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$273,864.48",0.01%
-74,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$709,409.08",0.01%
-75,138,Paperboard mills,"$37,769,326,092.36","$1,996,652.88",0.01%
-76,188,Other rubber product manufacturing,"$18,947,852,104.12","$991,459.13",0.01%
-77,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,357,141.69",0.01%
-78,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$2,877,666.81",0.00%
-79,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$361,680.08",0.00%
-80,131,"Other millwork, including flooring","$11,872,958,758.31","$587,304.85",0.00%
-81,32,Metal mining services,"$2,048,448,774.82","$98,500.08",0.00%
-82,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$536,151.20",0.00%
-83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$16,375,695.72",0.00%
-84,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,054,728.12",0.00%
-85,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$407,546.84",0.00%
-86,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,353,984.81",0.00%
-87,125,Wood preservation,"$12,385,421,188.04","$540,691.19",0.00%
-88,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$498,531.42",0.00%
-89,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$402,918.13",0.00%
-90,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,256,193.89",0.00%
-91,129,Wood windows and door manufacturing,"$22,029,620,673.99","$939,189.34",0.00%
-92,124,Sawmills,"$42,023,969,480.44","$1,772,619.44",0.00%
-93,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,118,942.23",0.00%
-94,27,Sand and gravel mining,"$15,322,656,295.20","$637,713.28",0.00%
-95,451,Management of companies and enterprises,"$819,034,418,120.62","$34,022,623.98",0.00%
-96,24,Gold ore and silver ore mining,"$14,012,282,637.55","$579,546.40",0.00%
-97,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$227,998.67",0.00%
-98,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$418,172.93",0.00%
-99,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$357,925.55",0.00%
-100,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,044,110.45",0.00%
-101,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$48,476.33",0.00%
-102,299,Other electronic component manufacturing,"$20,043,941,097.34","$795,081.42",0.00%
-103,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$665,321.38",0.00%
-104,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$342,832.52",0.00%
-105,186,Tire manufacturing,"$25,656,100,926.70","$1,010,526.79",0.00%
-106,397,Rail transportation,"$92,013,918,170.42","$3,614,774.21",0.00%
-107,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,325,558.00",0.00%
-108,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$6,172,627.84",0.00%
-109,455,Business support services,"$98,531,422,147.59","$3,706,608.57",0.00%
-110,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$716,830.99",0.00%
-111,457,Investigation and security services,"$87,760,959,501.87","$3,257,002.25",0.00%
-112,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$591,198.03",0.00%
-113,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$494,408.48",0.00%
-114,399,Truck transportation,"$517,459,714,328.88","$18,810,416.58",0.00%
-115,16,Commercial logging,"$9,708,016,677.17","$350,179.38",0.00%
-116,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$1,876,918.64",0.00%
-117,454,Employment services,"$472,021,118,180.87","$16,388,569.12",0.00%
-118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$1,711,603.57",0.00%
-119,508,Postal service,"$82,216,438,935.22","$2,794,476.55",0.00%
-120,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$900,553.31",0.00%
-121,191,Flat glass manufacturing,"$5,646,246,245.84","$190,024.03",0.00%
-122,25,Other metal ore mining,"$4,177,930,861.03","$140,157.95",0.00%
-123,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$87,463.62",0.00%
-124,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$2,732,781.97",0.00%
-125,174,Explosives manufacturing,"$3,336,015,892.42","$109,258.23",0.00%
-126,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,405,825.63",0.00%
-127,237,Hardware manufacturing,"$11,360,442,824.27","$368,186.25",0.00%
-128,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$195,445.93",0.00%
-129,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$177,496.20",0.00%
-130,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$199,787.22",0.00%
-131,26,Stone mining and quarrying,"$22,604,707,721.04","$714,872.37",0.00%
-132,404,Warehousing and storage,"$196,283,203,045.69","$6,141,395.09",0.00%
-133,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$305,659.25",0.00%
-134,403,Couriers and messengers,"$147,389,575,412.04","$4,569,959.01",0.00%
-135,509,Federal electric utilities,"$15,278,393,331.48","$472,810.41",0.00%
-136,515,Local government electric utilities,"$63,242,600,402.80","$1,949,022.31",0.00%
-137,512,State government electric utilities,"$2,138,213,300.81","$65,846.21",0.00%
-138,41,Electric power generation - All other,"$598,610,063.76","$18,391.24",0.00%
-139,39,Electric power generation - Geothermal,"$1,089,212,605.47","$33,464.14",0.00%
-140,38,Electric power generation - Wind,"$31,436,960,621.21","$965,845.22",0.00%
-141,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,493,155.23",0.00%
-142,37,Electric power generation - Solar,"$15,183,687,778.59","$466,492.05",0.00%
-143,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$342,573.31",0.00%
-144,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$4,916,898.72",0.00%
-145,40,Electric power generation - Biomass,"$3,248,354,871.06","$99,799.98",0.00%
-146,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$112,646.80",0.00%
-147,42,Electric power transmission and distribution,"$454,802,637,163.46","$13,962,363.47",0.00%
-148,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$170,886.92",0.00%
-149,453,Facilities support services,"$38,362,646,138.12","$1,170,359.13",0.00%
-150,440,Specialized design services,"$61,729,364,047.76","$1,850,852.19",0.00%
-151,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$555,683.67",0.00%
-152,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$242,127.20",0.00%
-153,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$6,566,718.75",0.00%
-154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$2,973,623.73",0.00%
-155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,085,164.68",0.00%
-156,173,Printing ink manufacturing,"$4,197,932,161.56","$115,964.54",0.00%
-157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$617,139.48",0.00%
-158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,005,415.23",0.00%
-159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$9,010,905.96",0.00%
-160,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$131,611.75",0.00%
-161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$422,757.95",0.00%
-162,205,Mineral wool manufacturing,"$10,606,371,397.91","$280,138.94",0.00%
-163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$448,912.68",0.00%
-164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$352,499.52",0.00%
-165,168,Adhesive manufacturing,"$19,417,045,098.31","$488,512.16",0.00%
-166,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$94,808.60",0.00%
-167,447,"Advertising, public relations, and related services","$221,366,844,538.02","$5,514,607.57",0.00%
-168,321,Wiring device manufacturing,"$23,088,452,099.69","$574,445.68",0.00%
-169,116,Other textile product mills,"$5,849,355,190.48","$144,621.88",0.00%
-170,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$189,321.42",0.00%
-171,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$6,201,541.34",0.00%
-172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$14,172,373.00",0.00%
-173,151,Petrochemical manufacturing,"$213,898,809,710.92","$5,158,340.60",0.00%
-174,43,Natural gas distribution,"$112,805,479,068.56","$2,688,920.88",0.00%
-175,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$726,174.35",0.00%
-176,137,Paper mills,"$44,700,830,052.02","$1,057,662.83",0.00%
-177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$3,720,699.88",0.00%
-178,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$6,581,970.33",0.00%
-179,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,351,062.74",0.00%
-180,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$9,415,101.84",0.00%
-181,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$2,949,806.46",0.00%
-182,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,455,335.61",0.00%
-183,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$6,000,293.64",0.00%
-184,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$4,998,018.90",0.00%
-185,413,Radio and television broadcasting,"$126,652,960,389.18","$2,818,366.44",0.00%
-186,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$26,263.94",0.00%
-187,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$8,166,000.73",0.00%
-188,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$177,899.63",0.00%
-189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,072,742.12",0.00%
-190,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$5,034,701.65",0.00%
-191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$925,312.79",0.00%
-192,110,Textile and fabric finishing mills,"$5,488,614,083.97","$119,093.93",0.00%
-193,448,Photographic services,"$18,611,681,469.69","$403,344.18",0.00%
-194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$10,752,572.59",0.00%
-195,458,Services to buildings,"$184,887,389,840.19","$3,976,055.69",0.00%
-196,437,Legal services,"$482,145,097,198.44","$10,267,192.29",0.00%
-197,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$22,144,883.15",0.00%
-198,144,Printing,"$93,711,787,715.49","$1,972,798.26",0.00%
-199,452,Office administrative services,"$100,789,973,631.90","$2,107,456.91",0.00%
-200,418,"Data processing, hosting, and related services","$490,713,862,620.46","$10,247,060.43",0.00%
-201,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$6,273,753.70",0.00%
-202,406,Periodical publishers,"$28,726,880,599.05","$594,873.09",0.00%
-203,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$5,329,302.75",0.00%
-204,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$106,992.62",0.00%
-205,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$6,361,758.16",0.00%
-206,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,603,051.15",0.00%
-207,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$8,258,139.64",0.00%
-208,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$1,853,658.77",0.00%
-209,405,Newspaper publishers,"$23,494,267,330.25","$478,254.19",0.00%
-210,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$900,265.56",0.00%
-211,414,Cable and other subscription programming,"$129,841,466,724.49","$2,610,445.49",0.00%
-212,456,Travel arrangement and reservation services,"$92,038,956,694.17","$1,850,347.65",0.00%
-213,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,244,830.93",0.00%
-214,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,071,687.61",0.00%
-215,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$79,589.03",0.00%
-216,478,Performing arts companies,"$40,958,746,144.37","$810,044.34",0.00%
-217,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$8,555,045.51",0.00%
-218,145,Support activities for printing,"$3,010,426,339.58","$59,288.88",0.00%
-219,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$437,576.53",0.00%
-220,10,All other crop farming,"$22,224,392,154.07","$426,860.39",0.00%
-221,44,"Water, sewage and other systems","$20,702,504,339.27","$397,279.83",0.00%
-222,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$305,479.84",0.00%
-223,495,Car washes,"$35,373,724,638.09","$678,396.30",0.00%
-224,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$152,972.47",0.00%
-225,505,Business and professional associations,"$73,615,227,688.04","$1,409,288.55",0.00%
-226,493,All other food and drinking places,"$276,447,241,992.94","$5,289,483.60",0.00%
-227,461,Waste management and remediation services,"$177,999,302,351.73","$3,391,556.09",0.00%
-228,490,Other accommodations,"$16,436,225,502.96","$312,774.41",0.00%
-229,491,Full-service restaurants,"$600,936,370,418.40","$11,409,087.45",0.00%
-230,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$179,651.43",0.00%
-231,426,"Insurance carriers, except direct life","$763,623,938,208.92","$14,377,644.92",0.00%
-232,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$493,308.36",0.00%
-233,63,Wet corn milling,"$38,891,507,770.56","$728,439.88",0.00%
-234,513,Other state government enterprises,"$26,495,170,772.45","$495,340.99",0.00%
-235,510,Other federal government enterprises,"$6,854,090,185.53","$128,120.22",0.00%
-236,516,Other local government enterprises,"$353,931,726,040.53","$6,611,603.65",0.00%
-237,146,Petroleum refineries,"$685,338,713,966.20","$12,754,938.99",0.00%
-238,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,338,346.18",0.00%
-239,487,Fitness and recreational sports centers,"$40,757,208,080.88","$755,107.58",0.00%
-240,459,Landscape and horticultural services,"$165,786,078,305.71","$3,063,714.78",0.00%
-241,462,Elementary and secondary schools,"$74,365,925,030.62","$1,371,956.61",0.00%
-242,476,Child day care services,"$86,623,931,960.28","$1,595,491.66",0.00%
-243,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,345,817.64",0.00%
-244,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$637,582.98",0.00%
-245,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,381,979.00",0.00%
-246,507,Private households,"$27,265,934,911.83","$500,152.87",0.00%
-247,475,Individual and family services,"$197,385,106,011.81","$3,606,106.88",0.00%
-248,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,080,757.79",0.00%
-249,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$948,436.83",0.00%
-250,503,Religious organizations,"$160,924,588,099.97","$2,930,718.71",0.00%
-251,472,Hospitals,"$1,246,642,306,210.30","$22,663,848.70",0.00%
-252,480,Racing and Track Operation,"$2,466,251,193.93","$44,659.11",0.00%
-253,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$463,682.68",0.00%
-254,431,Owner-occupied housing,"$2,353,458,000,000.00","$42,407,441.56",0.00%
-255,492,Limited-service restaurants,"$662,772,350,208.32","$11,928,678.66",0.00%
-256,424,Other financial investment activities,"$568,453,393,226.55","$10,191,943.90",0.00%
-257,488,Bowling centers,"$4,651,609,193.39","$83,361.02",0.00%
-258,464,Other educational services,"$150,226,479,511.36","$2,688,168.43",0.00%
-259,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$377,231.51",0.00%
-260,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,321,745.00",0.00%
-261,471,Other ambulatory health care services,"$53,046,213,789.29","$945,899.45",0.00%
-262,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,740,321.45",0.00%
-263,394,Retail - General merchandise stores,"$308,393,207,557.39","$5,470,744.98",0.00%
-264,502,Other personal services,"$133,455,503,992.02","$2,359,641.66",0.00%
-265,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$441,042.31",0.00%
-266,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$960,714.34",0.00%
-267,499,Personal care services,"$99,129,280,065.60","$1,747,881.46",0.00%
-268,389,Retail - Food and beverage stores,"$340,025,954,447.09","$5,961,553.10",0.00%
-269,184,Plastics bottle manufacturing,"$20,649,244,775.09","$361,040.82",0.00%
-270,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$168,596.77",0.00%
-271,161,Fertilizer mixing,"$6,609,942,413.23","$115,135.32",0.00%
-272,466,Offices of dentists,"$187,241,521,354.72","$3,257,944.56",0.00%
-273,410,Software publishers,"$481,752,923,538.80","$8,373,657.46",0.00%
-274,425,Direct life insurance carriers,"$118,798,771,122.27","$2,064,573.88",0.00%
-275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,072,003.34",0.00%
-276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,618,833.69",0.00%
-277,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,281,414.35",0.00%
-278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,246,214.75",0.00%
-279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$714,796.75",0.00%
-280,465,Offices of physicians,"$710,425,690,758.33","$12,268,444.86",0.00%
-281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,243,609.63",0.00%
-282,467,Offices of other health practitioners,"$173,037,357,927.83","$2,979,831.00",0.00%
-283,396,Air transportation,"$328,394,890,891.02","$5,654,352.84",0.00%
-284,102,Wineries,"$27,858,635,866.29","$478,927.92",0.00%
-285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$3,497,662.10",0.00%
-286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,410,458.36",0.00%
-287,506,Labor and civic organizations,"$81,538,720,493.49","$1,398,037.71",0.00%
-288,143,All other converted paper product manufacturing,"$7,484,025,289.68","$127,194.98",0.00%
-289,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,261,430.80",0.00%
-290,468,Outpatient care centers,"$254,994,924,915.48","$4,327,960.23",0.00%
-291,470,Home health care services,"$148,884,219,821.65","$2,522,903.76",0.00%
-292,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$72,051.42",0.00%
-293,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$371,165.22",0.00%
-294,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,495,098.84",0.00%
-295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$703,590.15",0.00%
-296,65,Fats and oils refining and blending,"$27,186,577,576.39","$455,068.92",0.00%
-297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,704,886.03",0.00%
-298,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$540,509.55",0.00%
-299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$659,487.03",0.00%
-300,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$269,767.45",0.00%
-301,484,Amusement parks and arcades,"$27,154,350,236.67","$451,717.63",0.00%
-302,292,Other communications equipment manufacturing,"$8,476,374,888.63","$140,213.94",0.00%
-303,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$61,777.94",0.00%
-304,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,248,508.93",0.00%
-305,93,Other snack food manufacturing,"$38,904,968,131.82","$635,047.62",0.00%
-306,514,Local government passenger transit,"$14,082,847,680.82","$229,456.20",0.00%
-307,511,State government passenger transit,"$1,585,108,785.26","$25,826.67",0.00%
-308,401,Pipeline transportation,"$77,957,430,742.25","$1,268,909.50",0.00%
-309,101,Breweries,"$37,340,990,790.38","$607,515.12",0.00%
-310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,333,833.81",0.00%
-311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,312,549.52",0.00%
-312,103,Distilleries,"$24,706,251,736.01","$397,961.29",0.00%
-313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,395,078.40",0.00%
-314,108,Nonwoven fabric mills,"$8,073,560,162.60","$129,576.00",0.00%
-315,171,Surface active agent manufacturing,"$7,929,977,473.13","$125,813.36",0.00%
-316,91,Tortilla manufacturing,"$6,637,815,191.50","$104,934.73",0.00%
-317,100,Manufactured ice,"$1,531,542,683.93","$24,060.35",0.00%
-318,400,Transit and ground passenger transportation,"$169,895,344,811.88","$2,666,750.48",0.00%
-319,73,Frozen specialties manufacturing,"$29,906,861,739.21","$469,409.90",0.00%
-320,449,Veterinary services,"$71,596,357,121.77","$1,122,722.34",0.00%
-321,398,Water transportation,"$76,976,695,291.27","$1,205,335.44",0.00%
-322,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$4,402,009.65",0.00%
-323,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$212,338.01",0.00%
-324,67,Beet sugar manufacturing,"$4,964,816,518.93","$77,561.22",0.00%
-325,193,Glass container manufacturing,"$6,929,253,311.43","$108,042.19",0.00%
-326,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$310,858.97",0.00%
-327,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,195,815.14",0.00%
-328,444,Management consulting services,"$314,984,356,065.88","$4,900,114.48",0.00%
-329,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$207,261.93",0.00%
-330,111,Fabric coating mills,"$2,941,340,275.34","$45,688.25",0.00%
-331,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$201,564.31",0.00%
-332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$226,468.07",0.00%
-333,3,Vegetable and melon farming,"$30,885,272,746.48","$476,954.22",0.00%
-334,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$90,679.90",0.00%
-335,363,Dental laboratories,"$6,071,164,155.13","$93,707.51",0.00%
-336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$219,067.85",0.00%
-337,60,Flour milling,"$24,410,235,377.89","$375,682.00",0.00%
-338,106,Broadwoven fabric mills,"$6,004,476,568.14","$92,364.90",0.00%
-339,429,Other real estate,"$2,063,772,881,991.79","$31,723,221.23",0.00%
-340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$80,359.42",0.00%
-341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$205,813.15",0.00%
-342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$435,309.16",0.00%
-343,62,Malt manufacturing,"$1,609,185,168.11","$24,498.06",0.00%
-344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$105,414.56",0.00%
-345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$256,052.57",0.00%
-346,409,Greeting card publishing,"$620,260,994.43","$9,335.58",0.00%
-347,68,Sugar cane mills and refining,"$9,295,080,877.39","$139,494.67",0.00%
-348,415,Wired telecommunications carriers,"$312,303,330,075.70","$4,677,114.17",0.00%
-349,83,Poultry processing,"$105,186,301,944.41","$1,571,044.19",0.00%
-350,328,Motor home manufacturing,"$8,213,805,405.62","$122,598.68",0.00%
-351,434,Video tape and disc rental,"$2,056,888,651.68","$30,626.81",0.00%
-352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$96,143.35",0.00%
-353,59,Other animal food manufacturing,"$65,579,824,303.67","$969,938.27",0.00%
-354,98,All other food manufacturing,"$57,495,650,042.31","$843,218.37",0.00%
-355,18,Commercial hunting and trapping,"$1,457,086,312.35","$21,329.93",0.00%
-356,500,Death care services,"$21,907,750,073.48","$320,342.93",0.00%
-357,113,Curtain and linen mills,"$2,979,017,369.60","$43,549.41",0.00%
-358,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$105,806.81",0.00%
-359,77,Cheese manufacturing,"$78,758,678,813.71","$1,147,105.45",0.00%
-360,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$455,269.19",0.00%
-361,412,Sound recording industries,"$31,525,668,537.03","$458,375.77",0.00%
-362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$340,564.12",0.00%
-363,117,Apparel knitting mills,"$1,078,135,943.04","$15,629.10",0.00%
-364,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$25,492.17",0.00%
-365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$663,279.92",0.00%
-366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$3,634,325.99",0.00%
-367,13,Poultry and egg production,"$78,014,200,034.51","$1,125,078.31",0.00%
-368,97,Spice and extract manufacturing,"$19,373,537,300.45","$279,293.66",0.00%
-369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$301,729.62",0.00%
-370,12,Dairy cattle and milk production,"$55,960,191,839.82","$794,362.43",0.00%
-371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$119,538.67",0.00%
-372,4,Fruit farming,"$27,048,229,916.23","$379,019.69",0.00%
-373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$184,121.48",0.00%
-374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$37,133.83",0.00%
-375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$210,081.94",0.00%
-376,473,Nursing and community care facilities,"$259,557,368,469.24","$3,600,406.42",0.00%
-377,79,Fluid milk manufacturing,"$58,670,165,867.62","$811,398.69",0.00%
-378,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$97,368.01",0.00%
-379,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$54,909.26",0.00%
-380,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$105,121.94",0.00%
-381,122,Footwear manufacturing,"$3,007,443,476.76","$41,291.66",0.00%
-382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$35,596.24",0.00%
-383,344,Boat building,"$16,575,494,394.55","$227,172.25",0.00%
-384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$548,787.39",0.00%
-385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$255,727.12",0.00%
-386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$62,048.41",0.00%
-387,75,Canned specialties,"$12,228,701,977.18","$166,325.30",0.00%
-388,407,Book publishers,"$38,981,960,284.47","$524,910.44",0.00%
-389,80,Creamery butter manufacturing,"$9,920,387,946.25","$133,334.30",0.00%
-390,298,Electronic connector manufacturing,"$10,285,711,165.08","$137,759.66",0.00%
-391,114,Textile bag and canvas mills,"$5,249,055,341.28","$69,816.62",0.00%
-392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$79,074.87",0.00%
-393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$506,280.46",0.00%
-394,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$219,664.61",0.00%
-395,85,Meat processed from carcasses,"$97,119,832,558.67","$1,281,987.99",0.00%
-396,104,Tobacco manufacturing,"$54,449,721,766.50","$717,795.95",0.00%
-397,2,Grain farming,"$92,515,635,807.06","$1,218,917.31",0.00%
-398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$140,824.40",0.00%
-399,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$156,887.11",0.00%
-400,430,Tenant-occupied housing,"$685,796,968,030.48","$8,928,957.80",0.00%
-401,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$98,374.91",0.00%
-402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$395,127.28",0.00%
-403,357,Mattress manufacturing,"$9,419,270,908.18","$120,935.87",0.00%
-404,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,596,912.66",0.00%
-405,20,Oil and gas extraction,"$440,054,943,164.76","$5,580,145.65",0.00%
-406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,555,080.65",0.00%
-407,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$199,496.72",0.00%
-408,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$183,136.84",0.00%
-409,411,Motion picture and video industries,"$175,387,116,345.71","$2,170,555.20",0.00%
-410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$229,424.76",0.00%
-411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$139,723.73",0.00%
-412,61,Rice milling,"$4,898,466,736.87","$58,327.51",0.00%
-413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$87,825.10",0.00%
-414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$246,802.06",0.00%
-415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$38,338.93",0.00%
-416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$428,655.58",0.00%
-417,318,Battery manufacturing,"$39,581,382,532.18","$454,282.56",0.00%
-418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$173,279.28",0.00%
-419,141,Stationery product manufacturing,"$6,277,104,685.19","$70,239.01",0.00%
-420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$5,359,866.58",0.00%
-421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$291,164.54",0.00%
-422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$339,232.30",0.00%
-423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$30,049.04",0.00%
-424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$24,902.95",0.00%
-425,1,Oilseed farming,"$49,937,187,262.22","$519,836.80",0.00%
-426,136,Pulp mills,"$4,388,558,617.42","$44,978.68",0.00%
-427,17,Commercial fishing,"$6,396,190,709.37","$65,375.36",0.00%
-428,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$376,703.85",0.00%
-429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$532,810.18",0.00%
-430,441,Custom computer programming services,"$369,576,048,122.11","$3,652,421.61",0.00%
-431,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$550,700.35",0.00%
-432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,294.37",0.00%
-433,373,Burial casket manufacturing,"$823,043,789.50","$7,829.44",0.00%
-434,442,Computer systems design services,"$372,342,526,925.07","$3,483,064.26",0.00%
-435,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$193,807.51",0.00%
-436,358,Blind and shade manufacturing,"$2,260,551,655.48","$20,966.07",0.00%
-437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$11,125.76",0.00%
-438,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$206,209.64",0.00%
-439,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$113,444.01",0.00%
-440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$151,849.42",0.00%
-441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$69,866.34",0.00%
-442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$11,676.30",0.00%
-443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$89,960.50",0.00%
-444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$352,810.79",0.00%
-445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$112,150.45",0.00%
-446,313,Major household appliance manufacturing,"$31,013,443,561.11","$233,087.25",0.00%
-447,5,Tree nut farming,"$10,840,952,356.98","$80,359.05",0.00%
-448,265,Industrial mold manufacturing,"$7,530,247,856.23","$54,795.80",0.00%
-449,112,Carpet and rug mills,"$11,693,395,459.88","$83,822.49",0.00%
-450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$102,347.24",0.00%
-451,287,Electronic computer manufacturing,"$59,399,365,371.42","$399,960.77",0.00%
-452,8,Cotton farming,"$5,875,423,327.42","$37,496.70",0.00%
-453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$34,475.90",0.00%
-454,368,Sign manufacturing,"$16,164,025,409.21","$95,883.39",0.00%
-455,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,820.55",0.00%
-456,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$51,985.34",0.00%
-457,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$37,786.22",0.00%
-458,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$24,359.08",0.00%
-459,370,Musical instrument manufacturing,"$2,442,378,807.18","$13,889.06",0.00%
-460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$209,998.66",0.00%
-461,268,Machine tool manufacturing,"$14,689,449,094.47","$82,125.12",0.00%
-462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$80,880.72",0.00%
-463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$82,274.47",0.00%
-464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$17,280.28",0.00%
-465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$32,875.19",0.00%
-466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$61,537.88",0.00%
-467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$162,409.64",0.00%
-468,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,304.46",0.00%
-469,446,Scientific research and development services,"$1,205,188,770,353.59","$4,435,475.65",0.00%
-470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$68,314.79",0.00%
-471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$24,380.46",0.00%
-472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$30,917.53",0.00%
-473,7,Tobacco farming,"$938,019,405.97","$2,872.52",0.00%
-474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$167,120.37",0.00%
-475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$29,894.34",0.00%
-476,288,Computer storage device manufacturing,"$9,130,764,626.37","$24,781.86",0.00%
-477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$68,757.26",0.00%
-478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,263,260.77",0.00%
-479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$59,122.27",0.00%
-480,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$10,682.89",0.00%
-481,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$10,949.37",0.00%
-482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$18,378.81",0.00%
-483,258,Food product machinery manufacturing,"$8,325,550,800.97","$13,812.17",0.00%
-484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$65,177.90",0.00%
-485,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$28,022.45",0.00%
-486,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$49,766.64",0.00%
-487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$40,981.94",0.00%
-488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$21,529.17",0.00%
-489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$72,928.79",0.00%
-490,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,335.26",0.00%
-491,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$38,076.76",0.00%
-492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$4,924.41",0.00%
-493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$36,254.44",0.00%
-494,343,Ship building and repairing,"$36,749,502,389.40","$35,077.20",0.00%
-495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$36,720.09",0.00%
-496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$14,736.37",0.00%
-497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$4,284.97",0.00%
-498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$7,241.95",0.00%
-499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$9,980.79",0.00%
-500,337,Aircraft manufacturing,"$153,008,468,478.69","$67,367.66",0.00%
-501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$24,929.09",0.00%
-502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$25,909.19",0.00%
-503,33,Other nonmetallic minerals services,"$3,066,411,048.87",$820.37,0.00%
-504,327,Truck trailer manufacturing,"$18,669,883,339.14","$3,484.05",0.00%
-505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$1,972.40",0.00%
-506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,300.52",0.00%
-507,30,Drilling oil and gas wells,"$11,827,333,275.53",$207.92,0.00%
+8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,110,353.31",0.05%
+9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,016,410.25",0.05%
+10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,345,330.03",0.04%
+11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,295,137.52",0.04%
+12,21,Coal mining,"$40,369,797,410.22","$13,156,471.43",0.03%
+13,221,Custom roll forming,"$3,403,758,221.65","$1,021,009.33",0.03%
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,284,560.94",0.03%
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,975,436.26",0.03%
+16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,036,304.31",0.03%
+17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$37,745,034.52",0.03%
+18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,853,236.78",0.03%
+19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,310,775.22",0.02%
+20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,565,616.92",0.02%
+21,23,Iron ore mining,"$4,242,665,589.12","$850,544.37",0.02%
+22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,004,703.53",0.02%
+23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,893,591.59",0.02%
+24,241,Metal heat treating,"$6,751,197,386.48","$1,173,575.21",0.02%
+25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,073,417.99",0.02%
+26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,614,201.35",0.02%
+27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,199,516.94",0.02%
+28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,159,493.70",0.02%
+29,239,Machine shops,"$58,418,188,845.25","$8,809,366.79",0.02%
+30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,717,199.28",0.02%
+31,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,084,549.17",0.01%
+32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$614,038.35",0.01%
+33,235,Metal cans manufacturing,"$27,208,678,262.97","$3,760,466.98",0.01%
+34,229,Plate work manufacturing,"$15,417,788,320.32","$2,081,802.97",0.01%
+35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$34,341,841.23",0.01%
+36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$796,447.64",0.01%
+37,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,821,675.44",0.01%
+38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,768,011.47",0.01%
+39,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,684,144.19",0.01%
+40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,443,869.91",0.01%
+41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$1,995,617.88",0.01%
+42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,710,718.66",0.01%
+43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,637,934.16",0.01%
+44,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$779,636.89",0.01%
+45,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,274,641.50",0.01%
+46,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,590,100.31",0.01%
+47,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$449,714.60",0.01%
+48,109,Knit fabric mills,"$1,209,761,149.04","$101,839.50",0.01%
+49,175,Custom compounding of purchased resins,"$12,008,896,270.80","$1,001,608.70",0.01%
+50,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$555,992.31",0.01%
+51,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$930,411.82",0.01%
+52,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$553,490.13",0.01%
+53,210,Steel wire drawing,"$6,965,034,108.99","$531,272.29",0.01%
+54,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$555,765.63",0.01%
+55,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,588,950.18",0.01%
+56,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$32,735,446.16",0.01%
+57,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,142,994.02",0.01%
+58,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$13,921,943.90",0.01%
+59,311,Lighting fixture manufacturing,"$13,551,146,025.36","$917,656.99",0.01%
+60,238,Spring and wire product manufacturing,"$14,446,923,138.19","$973,388.31",0.01%
+61,200,Lime manufacturing,"$3,411,426,132.51","$223,658.81",0.01%
+62,201,Gypsum product manufacturing,"$10,849,873,573.69","$707,904.27",0.01%
+63,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,054,135.53",0.01%
+64,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$1,647,262.63",0.01%
+65,460,Other support services,"$93,493,521,065.46","$5,793,967.00",0.01%
+66,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$568,682.76",0.01%
+67,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,183,594.02",0.01%
+68,226,Handtool manufacturing,"$9,269,806,810.85","$549,554.17",0.01%
+69,174,Explosives manufacturing,"$3,336,015,892.42","$197,345.57",0.01%
+70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$445,912.88",0.01%
+71,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$1,932,340.78",0.01%
+72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$83,655.76",0.01%
+73,195,Cement manufacturing,"$16,124,794,202.42","$884,767.31",0.01%
+74,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$274,519.12",0.01%
+75,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$711,045.23",0.01%
+76,138,Paperboard mills,"$37,769,326,092.36","$2,002,929.14",0.01%
+77,188,Other rubber product manufacturing,"$18,947,852,104.12","$1,000,986.59",0.01%
+78,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,374,996.40",0.01%
+79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$2,888,613.83",0.00%
+80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$362,527.45",0.00%
+81,131,"Other millwork, including flooring","$11,872,958,758.31","$588,589.52",0.00%
+82,32,Metal mining services,"$2,048,448,774.82","$98,665.59",0.00%
+83,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$536,685.29",0.00%
+84,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$16,415,510.07",0.00%
+85,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,070,649.63",0.00%
+86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$408,725.22",0.00%
+87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,357,261.86",0.00%
+88,125,Wood preservation,"$12,385,421,188.04","$543,095.21",0.00%
+89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$499,380.41",0.00%
+90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$404,051.79",0.00%
+91,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,259,767.24",0.00%
+92,129,Wood windows and door manufacturing,"$22,029,620,673.99","$941,562.41",0.00%
+93,124,Sawmills,"$42,023,969,480.44","$1,780,071.48",0.00%
+94,451,Management of companies and enterprises,"$819,034,418,120.62","$34,530,910.52",0.00%
+95,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,123,773.66",0.00%
+96,27,Sand and gravel mining,"$15,322,656,295.20","$640,366.81",0.00%
+97,24,Gold ore and silver ore mining,"$14,012,282,637.55","$581,910.88",0.00%
+98,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$228,977.02",0.00%
+99,397,Rail transportation,"$92,013,918,170.42","$3,766,524.33",0.00%
+100,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$360,133.55",0.00%
+101,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$418,766.07",0.00%
+102,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,046,582.24",0.00%
+103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$48,996.13",0.00%
+104,186,Tire manufacturing,"$25,656,100,926.70","$1,027,370.52",0.00%
+105,299,Other electronic component manufacturing,"$20,043,941,097.34","$796,894.26",0.00%
+106,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$343,739.80",0.00%
+107,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$665,608.07",0.00%
+108,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,342,347.41",0.00%
+109,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$6,346,211.43",0.00%
+110,455,Business support services,"$98,531,422,147.59","$3,731,008.08",0.00%
+111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$718,178.01",0.00%
+112,457,Investigation and security services,"$87,760,959,501.87","$3,271,648.21",0.00%
+113,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$592,292.23",0.00%
+114,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$495,384.81",0.00%
+115,16,Commercial logging,"$9,708,016,677.17","$355,944.67",0.00%
+116,399,Truck transportation,"$517,459,714,328.88","$18,924,061.14",0.00%
+117,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$1,885,053.75",0.00%
+118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$1,735,111.96",0.00%
+119,454,Employment services,"$472,021,118,180.87","$16,467,971.32",0.00%
+120,508,Postal service,"$82,216,438,935.22","$2,811,209.90",0.00%
+121,25,Other metal ore mining,"$4,177,930,861.03","$141,161.09",0.00%
+122,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$902,794.20",0.00%
+123,191,Flat glass manufacturing,"$5,646,246,245.84","$190,286.62",0.00%
+124,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$87,725.98",0.00%
+125,26,Stone mining and quarrying,"$22,604,707,721.04","$753,739.01",0.00%
+126,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$2,747,552.22",0.00%
+127,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,418,689.49",0.00%
+128,237,Hardware manufacturing,"$11,360,442,824.27","$370,934.48",0.00%
+129,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$179,476.04",0.00%
+130,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$196,496.34",0.00%
+131,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$200,287.26",0.00%
+132,404,Warehousing and storage,"$196,283,203,045.69","$6,180,732.09",0.00%
+133,509,Federal electric utilities,"$15,278,393,331.48","$479,123.81",0.00%
+134,515,Local government electric utilities,"$63,242,600,402.80","$1,975,019.89",0.00%
+135,403,Couriers and messengers,"$147,389,575,412.04","$4,602,332.53",0.00%
+136,512,State government electric utilities,"$2,138,213,300.81","$66,723.67",0.00%
+137,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$306,877.68",0.00%
+138,41,Electric power generation - All other,"$598,610,063.76","$18,634.87",0.00%
+139,39,Electric power generation - Geothermal,"$1,089,212,605.47","$33,907.44",0.00%
+140,38,Electric power generation - Wind,"$31,436,960,621.21","$978,639.70",0.00%
+141,37,Electric power generation - Solar,"$15,183,687,778.59","$472,671.64",0.00%
+142,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,512,934.95",0.00%
+143,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$347,111.35",0.00%
+144,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$4,982,032.54",0.00%
+145,40,Electric power generation - Biomass,"$3,248,354,871.06","$101,122.02",0.00%
+146,42,Electric power transmission and distribution,"$454,802,637,163.46","$14,147,134.35",0.00%
+147,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$112,850.67",0.00%
+148,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$171,035.41",0.00%
+149,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$572,138.98",0.00%
+150,453,Facilities support services,"$38,362,646,138.12","$1,173,425.03",0.00%
+151,440,Specialized design services,"$61,729,364,047.76","$1,861,228.24",0.00%
+152,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$248,577.66",0.00%
+153,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$6,597,419.81",0.00%
+154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$2,999,827.68",0.00%
+155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,087,930.46",0.00%
+156,173,Printing ink manufacturing,"$4,197,932,161.56","$116,611.87",0.00%
+157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$619,810.34",0.00%
+158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,010,057.37",0.00%
+159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$9,102,984.17",0.00%
+160,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$133,441.52",0.00%
+161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$424,879.09",0.00%
+162,205,Mineral wool manufacturing,"$10,606,371,397.91","$280,562.01",0.00%
+163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$451,327.96",0.00%
+164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$354,032.91",0.00%
+165,168,Adhesive manufacturing,"$19,417,045,098.31","$490,443.52",0.00%
+166,447,"Advertising, public relations, and related services","$221,366,844,538.02","$5,552,434.05",0.00%
+167,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$94,960.20",0.00%
+168,321,Wiring device manufacturing,"$23,088,452,099.69","$576,141.91",0.00%
+169,116,Other textile product mills,"$5,849,355,190.48","$145,653.89",0.00%
+170,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$6,263,703.88",0.00%
+171,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$190,339.57",0.00%
+172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$14,289,858.28",0.00%
+173,151,Petrochemical manufacturing,"$213,898,809,710.92","$5,206,675.35",0.00%
+174,43,Natural gas distribution,"$112,805,479,068.56","$2,711,202.44",0.00%
+175,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$732,415.22",0.00%
+176,137,Paper mills,"$44,700,830,052.02","$1,065,449.57",0.00%
+177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$3,756,034.33",0.00%
+178,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$6,616,015.92",0.00%
+179,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,370,337.64",0.00%
+180,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$6,205,282.81",0.00%
+181,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$9,482,283.86",0.00%
+182,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,473,187.91",0.00%
+183,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$2,972,776.18",0.00%
+184,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$5,043,455.09",0.00%
+185,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$8,250,026.29",0.00%
+186,413,Radio and television broadcasting,"$126,652,960,389.18","$2,838,160.46",0.00%
+187,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$5,137,482.93",0.00%
+188,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$26,363.53",0.00%
+189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,096,643.93",0.00%
+190,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$935,862.38",0.00%
+191,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$178,889.22",0.00%
+192,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$496,963.51",0.00%
+193,448,Photographic services,"$18,611,681,469.69","$406,305.04",0.00%
+194,110,Textile and fabric finishing mills,"$5,488,614,083.97","$119,771.41",0.00%
+195,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$10,857,898.66",0.00%
+196,458,Services to buildings,"$184,887,389,840.19","$4,025,905.43",0.00%
+197,437,Legal services,"$482,145,097,198.44","$10,367,280.57",0.00%
+198,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$22,376,683.68",0.00%
+199,144,Printing,"$93,711,787,715.49","$1,987,021.18",0.00%
+200,452,Office administrative services,"$100,789,973,631.90","$2,125,657.28",0.00%
+201,418,"Data processing, hosting, and related services","$490,713,862,620.46","$10,309,921.39",0.00%
+202,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$6,320,317.42",0.00%
+203,406,Periodical publishers,"$28,726,880,599.05","$599,147.44",0.00%
+204,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$8,415,276.28",0.00%
+205,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$5,367,798.52",0.00%
+206,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$6,405,719.29",0.00%
+207,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$107,632.05",0.00%
+208,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,615,145.85",0.00%
+209,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$1,866,875.42",0.00%
+210,405,Newspaper publishers,"$23,494,267,330.25","$481,677.82",0.00%
+211,456,Travel arrangement and reservation services,"$92,038,956,694.17","$1,873,191.02",0.00%
+212,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$905,623.06",0.00%
+213,414,Cable and other subscription programming,"$129,841,466,724.49","$2,628,982.01",0.00%
+214,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,088,522.50",0.00%
+215,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,253,976.12",0.00%
+216,478,Performing arts companies,"$40,958,746,144.37","$816,605.01",0.00%
+217,145,Support activities for printing,"$3,010,426,339.58","$59,818.24",0.00%
+218,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$8,622,912.31",0.00%
+219,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$79,838.57",0.00%
+220,10,All other crop farming,"$22,224,392,154.07","$430,668.84",0.00%
+221,505,Business and professional associations,"$73,615,227,688.04","$1,423,202.49",0.00%
+222,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$154,236.92",0.00%
+223,44,"Water, sewage and other systems","$20,702,504,339.27","$399,935.24",0.00%
+224,495,Car washes,"$35,373,724,638.09","$683,253.48",0.00%
+225,493,All other food and drinking places,"$276,447,241,992.94","$5,330,049.21",0.00%
+226,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$305,900.88",0.00%
+227,461,Waste management and remediation services,"$177,999,302,351.73","$3,420,022.39",0.00%
+228,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$185,235.22",0.00%
+229,490,Other accommodations,"$16,436,225,502.96","$315,105.51",0.00%
+230,161,Fertilizer mixing,"$6,609,942,413.23","$126,592.51",0.00%
+231,491,Full-service restaurants,"$600,936,370,418.40","$11,496,785.60",0.00%
+232,426,"Insurance carriers, except direct life","$763,623,938,208.92","$14,491,818.49",0.00%
+233,146,Petroleum refineries,"$685,338,713,966.20","$12,999,760.45",0.00%
+234,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$179,731.43",0.00%
+235,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$496,953.99",0.00%
+236,510,Other federal government enterprises,"$6,854,090,185.53","$129,501.88",0.00%
+237,63,Wet corn milling,"$38,891,507,770.56","$733,282.38",0.00%
+238,513,Other state government enterprises,"$26,495,170,772.45","$498,899.43",0.00%
+239,516,Other local government enterprises,"$353,931,726,040.53","$6,658,881.45",0.00%
+240,459,Landscape and horticultural services,"$165,786,078,305.71","$3,098,334.11",0.00%
+241,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,357,119.21",0.00%
+242,487,Fitness and recreational sports centers,"$40,757,208,080.88","$760,753.39",0.00%
+243,462,Elementary and secondary schools,"$74,365,925,030.62","$1,382,353.23",0.00%
+244,476,Child day care services,"$86,623,931,960.28","$1,607,560.25",0.00%
+245,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,356,218.41",0.00%
+246,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,392,437.33",0.00%
+247,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$641,973.33",0.00%
+248,507,Private households,"$27,265,934,911.83","$503,943.81",0.00%
+249,424,Other financial investment activities,"$568,453,393,226.55","$10,463,970.26",0.00%
+250,475,Individual and family services,"$197,385,106,011.81","$3,633,396.95",0.00%
+251,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,096,507.96",0.00%
+252,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$956,500.29",0.00%
+253,503,Religious organizations,"$160,924,588,099.97","$2,952,892.23",0.00%
+254,472,Hospitals,"$1,246,642,306,210.30","$22,834,852.15",0.00%
+255,480,Racing and Track Operation,"$2,466,251,193.93","$44,997.00",0.00%
+256,431,Owner-occupied housing,"$2,353,458,000,000.00","$42,727,824.28",0.00%
+257,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$466,181.39",0.00%
+258,492,Limited-service restaurants,"$662,772,350,208.32","$12,018,143.38",0.00%
+259,488,Bowling centers,"$4,651,609,193.39","$83,992.41",0.00%
+260,464,Other educational services,"$150,226,479,511.36","$2,708,540.28",0.00%
+261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$380,080.71",0.00%
+262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,346,864.41",0.00%
+263,471,Other ambulatory health care services,"$53,046,213,789.29","$953,016.25",0.00%
+264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,753,414.82",0.00%
+265,394,Retail - General merchandise stores,"$308,393,207,557.39","$5,512,835.55",0.00%
+266,502,Other personal services,"$133,455,503,992.02","$2,377,543.59",0.00%
+267,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$444,350.94",0.00%
+268,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$967,499.82",0.00%
+269,499,Personal care services,"$99,129,280,065.60","$1,761,072.54",0.00%
+270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$6,007,131.33",0.00%
+271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$363,612.51",0.00%
+272,466,Offices of dentists,"$187,241,521,354.72","$3,282,497.08",0.00%
+273,425,Direct life insurance carriers,"$118,798,771,122.27","$2,080,214.97",0.00%
+274,410,Software publishers,"$481,752,923,538.80","$8,432,287.47",0.00%
+275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,080,844.51",0.00%
+276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,632,055.84",0.00%
+277,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,291,096.16",0.00%
+278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,264,292.56",0.00%
+279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$720,512.39",0.00%
+280,465,Offices of physicians,"$710,425,690,758.33","$12,360,999.06",0.00%
+281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,252,065.34",0.00%
+282,396,Air transportation,"$328,394,890,891.02","$5,698,649.98",0.00%
+283,467,Offices of other health practitioners,"$173,037,357,927.83","$3,002,339.61",0.00%
+284,102,Wineries,"$27,858,635,866.29","$482,562.16",0.00%
+285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$3,524,821.47",0.00%
+286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,436,839.35",0.00%
+287,506,Labor and civic organizations,"$81,538,720,493.49","$1,408,592.90",0.00%
+288,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,293,703.82",0.00%
+289,143,All other converted paper product manufacturing,"$7,484,025,289.68","$128,014.19",0.00%
+290,468,Outpatient care centers,"$254,994,924,915.48","$4,360,628.52",0.00%
+291,470,Home health care services,"$148,884,219,821.65","$2,541,934.14",0.00%
+292,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,512,286.93",0.00%
+293,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$72,463.87",0.00%
+294,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$374,073.55",0.00%
+295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$708,894.56",0.00%
+296,65,Fats and oils refining and blending,"$27,186,577,576.39","$458,540.18",0.00%
+297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,717,695.42",0.00%
+298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$272,056.61",0.00%
+299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$664,639.75",0.00%
+300,484,Amusement parks and arcades,"$27,154,350,236.67","$455,175.60",0.00%
+301,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$540,830.89",0.00%
+302,292,Other communications equipment manufacturing,"$8,476,374,888.63","$141,116.29",0.00%
+303,401,Pipeline transportation,"$77,957,430,742.25","$1,293,018.34",0.00%
+304,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$62,009.72",0.00%
+305,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,257,400.34",0.00%
+306,93,Other snack food manufacturing,"$38,904,968,131.82","$639,842.57",0.00%
+307,514,Local government passenger transit,"$14,082,847,680.82","$231,314.12",0.00%
+308,511,State government passenger transit,"$1,585,108,785.26","$26,035.79",0.00%
+309,101,Breweries,"$37,340,990,790.38","$612,098.99",0.00%
+310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,365,687.56",0.00%
+311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,322,446.07",0.00%
+312,103,Distilleries,"$24,706,251,736.01","$400,985.23",0.00%
+313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,405,559.28",0.00%
+314,108,Nonwoven fabric mills,"$8,073,560,162.60","$130,583.11",0.00%
+315,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$209,382.74",0.00%
+316,171,Surface active agent manufacturing,"$7,929,977,473.13","$126,668.78",0.00%
+317,91,Tortilla manufacturing,"$6,637,815,191.50","$105,726.20",0.00%
+318,398,Water transportation,"$76,976,695,291.27","$1,225,309.35",0.00%
+319,100,Manufactured ice,"$1,531,542,683.93","$24,241.66",0.00%
+320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$2,688,131.95",0.00%
+321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$472,951.57",0.00%
+322,449,Veterinary services,"$71,596,357,121.77","$1,131,181.91",0.00%
+323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$4,434,665.49",0.00%
+324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$213,937.84",0.00%
+325,67,Beet sugar manufacturing,"$4,964,816,518.93","$78,145.90",0.00%
+326,193,Glass container manufacturing,"$6,929,253,311.43","$108,883.31",0.00%
+327,444,Management consulting services,"$314,984,356,065.88","$4,948,012.61",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$313,216.22",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,204,844.30",0.00%
+330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$208,823.44",0.00%
+331,111,Fabric coating mills,"$2,941,340,275.34","$45,940.98",0.00%
+332,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$91,428.53",0.00%
+333,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$228,172.73",0.00%
+334,3,Vegetable and melon farming,"$30,885,272,746.48","$480,550.56",0.00%
+335,363,Dental laboratories,"$6,071,164,155.13","$94,413.69",0.00%
+336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$220,728.54",0.00%
+337,60,Flour milling,"$24,410,235,377.89","$378,516.85",0.00%
+338,106,Broadwoven fabric mills,"$6,004,476,568.14","$93,076.08",0.00%
+339,429,Other real estate,"$2,063,772,881,991.79","$31,962,713.23",0.00%
+340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$80,965.74",0.00%
+341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$207,363.79",0.00%
+342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$439,168.99",0.00%
+343,62,Malt manufacturing,"$1,609,185,168.11","$24,683.05",0.00%
+344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$106,199.42",0.00%
+345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$257,981.25",0.00%
+346,409,Greeting card publishing,"$620,260,994.43","$9,406.45",0.00%
+347,68,Sugar cane mills and refining,"$9,295,080,877.39","$140,545.90",0.00%
+348,415,Wired telecommunications carriers,"$312,303,330,075.70","$4,710,308.85",0.00%
+349,83,Poultry processing,"$105,186,301,944.41","$1,582,903.88",0.00%
+350,328,Motor home manufacturing,"$8,213,805,405.62","$123,514.86",0.00%
+351,434,Video tape and disc rental,"$2,056,888,651.68","$30,857.86",0.00%
+352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$96,869.27",0.00%
+353,59,Other animal food manufacturing,"$65,579,824,303.67","$977,384.94",0.00%
+354,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$463,121.63",0.00%
+355,98,All other food manufacturing,"$57,495,650,042.31","$849,577.60",0.00%
+356,18,Commercial hunting and trapping,"$1,457,086,312.35","$21,490.62",0.00%
+357,500,Death care services,"$21,907,750,073.48","$322,748.44",0.00%
+358,113,Curtain and linen mills,"$2,979,017,369.60","$43,875.96",0.00%
+359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$106,604.02",0.00%
+360,77,Cheese manufacturing,"$78,758,678,813.71","$1,155,785.58",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$461,920.40",0.00%
+362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$343,146.60",0.00%
+363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$25,691.74",0.00%
+364,117,Apparel knitting mills,"$1,078,135,943.04","$15,745.36",0.00%
+365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$668,283.20",0.00%
+366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$3,661,685.24",0.00%
+367,13,Poultry and egg production,"$78,014,200,034.51","$1,133,571.81",0.00%
+368,97,Spice and extract manufacturing,"$19,373,537,300.45","$281,405.37",0.00%
+369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$303,329.39",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$800,380.44",0.00%
+371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$120,288.00",0.00%
+372,4,Fruit farming,"$27,048,229,916.23","$381,883.32",0.00%
+373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$185,521.54",0.00%
+374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$37,415.99",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$211,670.08",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$3,627,420.94",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$817,533.00",0.00%
+378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$55,347.93",0.00%
+379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$105,910.33",0.00%
+380,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$97,956.95",0.00%
+381,122,Footwear manufacturing,"$3,007,443,476.76","$41,599.67",0.00%
+382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$35,857.80",0.00%
+383,344,Boat building,"$16,575,494,394.55","$228,912.97",0.00%
+384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$552,959.31",0.00%
+385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$257,663.69",0.00%
+386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$62,538.54",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$167,581.05",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$528,940.28",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$134,347.23",0.00%
+390,298,Electronic connector manufacturing,"$10,285,711,165.08","$138,336.60",0.00%
+391,114,Textile bag and canvas mills,"$5,249,055,341.28","$70,388.85",0.00%
+392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$79,657.96",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$510,108.88",0.00%
+394,85,Meat processed from carcasses,"$97,119,832,558.67","$1,291,646.84",0.00%
+395,104,Tobacco manufacturing,"$54,449,721,766.50","$723,176.41",0.00%
+396,2,Grain farming,"$92,515,635,807.06","$1,227,966.01",0.00%
+397,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$220,164.57",0.00%
+398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$141,884.69",0.00%
+399,430,Tenant-occupied housing,"$685,796,968,030.48","$8,996,014.61",0.00%
+400,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$99,117.48",0.00%
+401,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$157,211.83",0.00%
+402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$398,149.57",0.00%
+403,357,Mattress manufacturing,"$9,419,270,908.18","$121,836.80",0.00%
+404,20,Oil and gas extraction,"$440,054,943,164.76","$5,681,035.85",0.00%
+405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,608,990.33",0.00%
+406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,566,845.23",0.00%
+407,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$200,648.85",0.00%
+408,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$184,633.91",0.00%
+409,411,Motion picture and video industries,"$175,387,116,345.71","$2,186,560.11",0.00%
+410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$231,215.20",0.00%
+411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$140,782.31",0.00%
+412,61,Rice milling,"$4,898,466,736.87","$58,767.28",0.00%
+413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$88,497.59",0.00%
+414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$248,683.63",0.00%
+415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$38,625.13",0.00%
+416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$432,123.18",0.00%
+417,318,Battery manufacturing,"$39,581,382,532.18","$457,348.89",0.00%
+418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$174,434.37",0.00%
+419,141,Stationery product manufacturing,"$6,277,104,685.19","$70,731.34",0.00%
+420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$5,442,906.35",0.00%
+421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$293,423.80",0.00%
+422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$341,717.71",0.00%
+423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$30,303.52",0.00%
+424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$25,089.17",0.00%
+425,1,Oilseed farming,"$49,937,187,262.22","$523,545.23",0.00%
+426,17,Commercial fishing,"$6,396,190,709.37","$65,877.63",0.00%
+427,136,Pulp mills,"$4,388,558,617.42","$45,195.71",0.00%
+428,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$376,859.30",0.00%
+429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$534,867.67",0.00%
+430,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$563,342.99",0.00%
+431,441,Custom computer programming services,"$369,576,048,122.11","$3,674,402.49",0.00%
+432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,321.56",0.00%
+433,373,Burial casket manufacturing,"$823,043,789.50","$7,888.40",0.00%
+434,442,Computer systems design services,"$372,342,526,925.07","$3,504,811.17",0.00%
+435,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$194,251.03",0.00%
+436,358,Blind and shade manufacturing,"$2,260,551,655.48","$21,121.81",0.00%
+437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$11,211.06",0.00%
+438,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$206,590.67",0.00%
+439,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$114,268.16",0.00%
+440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$152,996.67",0.00%
+441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$70,333.15",0.00%
+442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$11,765.69",0.00%
+443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$90,126.31",0.00%
+444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$354,550.32",0.00%
+445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$113,000.72",0.00%
+446,313,Major household appliance manufacturing,"$31,013,443,561.11","$234,610.94",0.00%
+447,5,Tree nut farming,"$10,840,952,356.98","$80,965.79",0.00%
+448,265,Industrial mold manufacturing,"$7,530,247,856.23","$55,086.48",0.00%
+449,112,Carpet and rug mills,"$11,693,395,459.88","$84,287.26",0.00%
+450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$103,129.60",0.00%
+451,287,Electronic computer manufacturing,"$59,399,365,371.42","$400,930.54",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$37,729.89",0.00%
+453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$34,606.45",0.00%
+454,368,Sign manufacturing,"$16,164,025,409.21","$96,501.45",0.00%
+455,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$25,003.56",0.00%
+456,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,825.33",0.00%
+457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$51,996.14",0.00%
+458,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$37,805.96",0.00%
+459,370,Musical instrument manufacturing,"$2,442,378,807.18","$13,996.67",0.00%
+460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$211,072.33",0.00%
+461,268,Machine tool manufacturing,"$14,689,449,094.47","$82,263.23",0.00%
+462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$81,487.42",0.00%
+463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$82,858.79",0.00%
+464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$17,436.43",0.00%
+465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$33,244.27",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$61,807.77",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$163,556.32",0.00%
+468,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,321.51",0.00%
+469,446,Scientific research and development services,"$1,205,188,770,353.59","$4,478,729.71",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$68,548.43",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$24,467.74",0.00%
+472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$31,081.02",0.00%
+473,7,Tobacco farming,"$938,019,405.97","$2,894.17",0.00%
+474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$168,299.32",0.00%
+475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$30,208.61",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$24,942.58",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$68,962.34",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,272,707.73",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$59,566.99",0.00%
+480,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$10,747.04",0.00%
+481,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$11,025.20",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$18,479.39",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$13,873.37",0.00%
+484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$65,222.66",0.00%
+485,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$28,087.46",0.00%
+486,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$50,145.12",0.00%
+487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$41,177.34",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$21,563.44",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$73,208.88",0.00%
+490,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,353.80",0.00%
+491,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$38,330.85",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$4,947.78",0.00%
+493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$36,518.92",0.00%
+494,343,Ship building and repairing,"$36,749,502,389.40","$35,605.55",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$37,194.21",0.00%
+496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$14,876.28",0.00%
+497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$4,383.16",0.00%
+498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$7,286.80",0.00%
+499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$10,033.39",0.00%
+500,337,Aircraft manufacturing,"$153,008,468,478.69","$67,481.47",0.00%
+501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$25,010.28",0.00%
+502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$28,792.32",0.00%
+503,33,Other nonmetallic minerals services,"$3,066,411,048.87",$912.28,0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$3,513.31",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$1,985.79",0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,308.71",0.00%
+507,30,Drilling oil and gas wells,"$11,827,333,275.53",$216.10,0.00%
 508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
-509,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
-510,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
-511,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
-512,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
-513,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-514,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
-515,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-516,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
-517,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
-518,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-519,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+509,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+510,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+511,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+512,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+513,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+514,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+515,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+516,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+517,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+518,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+519,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
 520,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
-521,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
-522,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
-523,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
-524,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
-525,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
-526,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
-527,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
-528,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+521,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+522,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+523,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+524,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+525,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+526,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+527,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+528,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/US/US_2028/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/US/US_2028/occupation_impacts_table.csv
index ccd5bb0..6f18225 100644
--- a/Model_Outputs/IMPLAN/US/US_2028/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/US/US_2028/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,145.60,137.91,"$23,928,116.26","$4,376,940.99","$28,305,057.25","323,277.68"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",41.27,39.60,"$8,887,632.03","$1,621,660.90","$10,509,292.93","88,632.08"
-11-3000,Operations Specialties Managers,102.11,98.85,"$20,784,712.06","$3,915,943.32","$24,700,655.38","219,440.59"
-11-9000,Other Management Occupations,178.77,170.85,"$18,623,299.41","$3,446,288.21","$22,069,587.62","383,281.96"
-13-1000,Business Operations Specialists,315.86,303.51,"$29,680,656.08","$5,433,991.39","$35,114,647.47","632,848.78"
-13-2000,Financial Specialists,94.52,91.25,"$12,015,085.26","$2,085,968.49","$14,101,053.75","189,329.93"
-15-1200,Computer Occupations,112.20,107.92,"$17,583,667.30","$3,020,732.15","$20,604,399.44","223,378.67"
-15-2000,Mathematical Science Occupations,9.54,9.20,"$1,564,113.29","$273,662.38","$1,837,775.67","18,892.17"
-17-1000,"Architects, Surveyors, and Cartographers",5.29,5.10,"$393,903.39","$65,263.87","$459,167.26","10,755.03"
-17-2000,Engineers,164.05,160.52,"$22,127,889.04","$4,574,587.93","$26,702,476.97","343,898.26"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",41.77,40.86,"$3,895,119.96","$813,181.89","$4,708,301.85","83,619.43"
-19-1000,Life Scientists,3.94,3.72,"$496,326.50","$91,545.78","$587,872.28","7,777.88"
-19-2000,Physical Scientists,3.42,3.31,"$481,279.59","$98,174.76","$579,454.34","6,884.35"
-19-3000,Social Scientists and Related Workers,1.94,1.80,"$214,761.64","$39,157.05","$253,918.69","3,557.81"
-19-4000,"Life, Physical, and Social Science Technicians",4.79,4.59,"$380,879.82","$80,096.74","$460,976.56","8,931.46"
-19-5000,Occupational Health and Safety Specialists and Technicians,12.72,12.31,"$958,079.67","$187,676.21","$1,145,755.88","25,902.48"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",27.63,24.84,"$1,623,049.76","$307,888.34","$1,930,938.10","48,154.51"
-21-2000,Religious Workers,13.12,11.36,"$619,206.09","$90,409.81","$709,615.90","25,911.50"
-23-1000,"Lawyers, Judges, and Related Workers",13.32,12.78,"$3,326,709.92","$565,656.37","$3,892,366.29","28,412.06"
-23-2000,Legal Support Workers,8.20,7.85,"$691,108.54","$116,279.72","$807,388.26","14,784.74"
-25-1000,Postsecondary Teachers,8.13,7.37,"$813,871.86","$182,330.80","$996,202.66","12,377.27"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",17.30,15.34,"$833,690.39","$166,955.81","$1,000,646.20","29,811.67"
-25-3000,Other Teachers and Instructors,11.57,10.34,"$473,733.01","$92,990.11","$566,723.12","14,953.63"
-25-4000,"Librarians, Curators, and Archivists",0.83,0.74,"$53,977.44","$9,924.54","$63,901.98","1,331.74"
-25-9000,Other Educational Instruction and Library Occupations,8.84,7.88,"$382,291.14","$74,641.93","$456,933.07","12,404.61"
-27-1000,Art and Design Workers,14.66,13.90,"$1,311,458.19","$227,962.98","$1,539,421.17","26,106.60"
-27-2000,"Entertainers and Performers, Sports and Related Workers",10.94,9.66,"$1,206,149.62","$209,959.84","$1,416,109.46","15,196.18"
-27-3000,Media and Communication Workers,13.51,12.71,"$1,549,561.03","$277,189.97","$1,826,751.00","24,806.27"
-27-4000,Media and Communication Equipment Workers,4.93,4.58,"$445,975.72","$79,726.21","$525,701.93","8,311.52"
-29-1000,Healthcare Diagnosing or Treating Practitioners,94.73,87.63,"$13,079,605.33","$2,573,449.77","$15,653,055.10","173,252.49"
-29-2000,Health Technologists and Technicians,46.61,42.84,"$2,983,872.82","$588,735.48","$3,572,608.30","82,861.50"
-29-9000,Other Healthcare Practitioners and Technical Occupations,1.87,1.74,"$152,966.42","$28,913.99","$181,880.41","3,524.80"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",90.29,80.93,"$2,956,985.74","$573,507.55","$3,530,493.29","140,594.12"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.13,2.87,"$154,773.65","$30,801.89","$185,575.55","4,702.29"
-31-9000,Other Healthcare Support Occupations,28.58,26.15,"$1,312,632.95","$249,777.60","$1,562,410.55","46,825.81"
-33-1000,Supervisors of Protective Service Workers,2.46,2.26,"$195,014.30","$35,678.92","$230,693.21","5,126.09"
-33-2000,Firefighting and Prevention Workers,1.34,1.23,"$69,328.39","$12,139.24","$81,467.63","3,344.43"
-33-3000,Law Enforcement Workers,0.53,0.49,"$35,767.94","$7,831.40","$43,599.35","1,178.75"
-33-9000,Other Protective Service Workers,45.27,41.49,"$2,180,012.88","$387,560.33","$2,567,573.20","75,905.25"
-35-1000,Supervisors of Food Preparation and Serving Workers,25.51,20.54,"$1,359,191.59","$195,256.01","$1,554,447.60","42,750.74"
-35-2000,Cooks and Food Preparation Workers,65.32,53.08,"$2,078,872.16","$306,751.23","$2,385,623.39","88,624.67"
-35-3000,Food and Beverage Serving Workers,134.19,107.94,"$3,638,491.24","$515,983.77","$4,154,475.01","147,301.86"
-35-9000,Other Food Preparation and Serving Related Workers,28.95,23.41,"$720,578.58","$102,495.86","$823,074.44","28,691.28"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.02,4.58,"$296,225.05","$51,400.07","$347,625.13","9,989.21"
-37-2000,Building Cleaning and Pest Control Workers,67.89,62.03,"$2,654,643.98","$472,310.42","$3,126,954.40","107,365.26"
-37-3000,Grounds Maintenance Workers,17.60,16.04,"$771,807.94","$135,623.19","$907,431.14","29,796.95"
-39-1000,Supervisors of Personal Care and Service Workers,3.51,3.07,"$218,812.89","$43,358.06","$262,170.94","6,116.44"
-39-2000,Animal Care and Service Workers,4.61,4.02,"$153,264.09","$23,351.34","$176,615.44","6,151.96"
-39-3000,Entertainment Attendants and Related Workers,10.85,9.35,"$342,252.62","$70,438.76","$412,691.38","11,840.14"
-39-4000,Funeral Service Workers,0.76,0.66,"$34,332.08","$4,930.93","$39,263.01","1,173.13"
-39-5000,Personal Appearance Workers,8.74,7.57,"$297,729.77","$44,191.24","$341,921.01","11,858.63"
-39-6000,"Baggage Porters, Bellhops, and Concierges",1.25,1.13,"$57,430.14","$9,831.84","$67,261.99","1,976.32"
-39-7000,Tour and Travel Guides,3.31,3.05,"$167,282.67","$30,147.99","$197,430.67","3,582.10"
-39-9000,Other Personal Care and Service Workers,21.31,18.45,"$585,660.59","$102,911.99","$688,572.59","24,835.00"
-41-1000,Supervisors of Sales Workers,27.70,25.05,"$2,275,294.39","$450,403.35","$2,725,697.73","54,842.07"
-41-2000,Retail Sales Workers,141.03,124.03,"$4,915,759.47","$1,018,254.69","$5,934,014.16","192,868.84"
-41-3000,"Sales Representatives, Services",53.10,50.71,"$5,583,616.40","$940,208.60","$6,523,825.00","105,952.47"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",82.39,79.91,"$9,425,109.94","$1,708,017.85","$11,133,127.79","173,884.75"
-41-9000,Other Sales and Related Workers,14.41,13.62,"$1,261,577.62","$225,203.66","$1,486,781.28","25,703.50"
-43-1000,Supervisors of Office and Administrative Support Workers,42.13,40.00,"$3,755,938.00","$720,215.17","$4,476,153.17","82,785.89"
-43-2000,Communications Equipment Operators,0.78,0.73,"$39,290.25","$7,154.72","$46,444.97","1,323.07"
-43-3000,Financial Clerks,82.15,78.24,"$4,781,154.47","$871,592.06","$5,652,746.52","146,144.37"
-43-4000,Information and Record Clerks,118.91,112.04,"$6,916,752.27","$1,272,356.40","$8,189,108.66","199,040.73"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",95.68,89.77,"$6,357,295.53","$1,661,292.43","$8,018,587.96","184,429.70"
-43-6000,Secretaries and Administrative Assistants,83.25,78.47,"$4,603,676.44","$837,139.82","$5,440,816.26","147,289.23"
-43-9000,Other Office and Administrative Support Workers,95.29,90.32,"$4,245,762.45","$773,045.60","$5,018,808.05","155,538.88"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.14,1.00,"$75,229.72","$17,607.15","$92,836.87","2,375.37"
-45-2000,Agricultural Workers,13.12,11.43,"$551,982.46","$123,234.42","$675,216.88","22,165.62"
-45-3000,Fishing and Hunting Workers,0.05,0.04,"$2,576.22",$820.64,"$3,396.85",75.98
-45-4000,"Forest, Conservation, and Logging Workers",1.29,1.15,"$80,389.86","$23,851.22","$104,241.08","2,708.83"
-47-1000,Supervisors of Construction and Extraction Workers,143.79,139.03,"$6,919,034.42","$1,214,345.51","$8,133,379.93","309,847.94"
-47-2000,Construction Trades Workers,455.01,439.85,"$16,802,080.51","$2,995,358.23","$19,797,438.74","859,972.10"
-47-3000,"Helpers, Construction Trades",10.32,9.97,"$253,853.14","$44,375.06","$298,228.20","16,858.44"
-47-4000,Other Construction and Related Workers,8.69,8.38,"$587,971.03","$116,207.46","$704,178.49","17,286.92"
-47-5000,Extraction Workers,17.26,16.96,"$493,894.70","$109,169.07","$603,063.77","41,226.02"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",23.18,21.99,"$2,426,759.29","$491,779.72","$2,918,539.01","51,445.86"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",12.57,11.81,"$1,043,574.32","$200,553.64","$1,244,127.96","26,011.27"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",61.63,56.69,"$4,446,723.72","$836,143.74","$5,282,867.46","124,705.08"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",136.49,130.87,"$10,505,932.98","$2,137,776.09","$12,643,709.08","279,946.89"
-51-1000,Supervisors of Production Workers,57.65,56.46,"$6,145,158.40","$1,327,611.23","$7,472,769.63","128,141.40"
-51-2000,Assemblers and Fabricators,230.87,226.67,"$15,467,070.67","$3,307,724.48","$18,774,795.16","453,464.38"
-51-3000,Food Processing Workers,13.18,12.04,"$621,725.06","$131,296.77","$753,021.83","23,556.47"
-51-4000,Metal Workers and Plastic Workers,269.06,264.21,"$19,768,515.07","$4,225,057.99","$23,993,573.06","557,063.02"
-51-5100,Printing Workers,4.92,4.76,"$282,933.60","$56,647.31","$339,580.91","9,209.98"
-51-6000,"Textile, Apparel, and Furnishings Workers",9.39,8.66,"$424,401.52","$76,290.43","$500,691.95","16,174.86"
-51-7000,Woodworkers,6.25,6.05,"$340,199.47","$70,613.47","$410,812.94","12,184.65"
-51-8000,Plant and System Operators,6.21,6.06,"$639,804.12","$185,363.49","$825,167.61","13,119.90"
-51-9000,Other Production Occupations,177.55,173.33,"$12,530,969.87","$2,678,875.88","$15,209,845.75","352,858.93"
-53-1000,Supervisors of Transportation and Material Moving Workers,18.84,17.79,"$1,606,759.38","$315,998.31","$1,922,757.69","40,087.33"
-53-2000,Air Transportation Workers,5.39,5.06,"$1,003,506.40","$247,998.65","$1,251,505.05","9,883.22"
-53-3000,Motor Vehicle Operators,122.25,114.64,"$7,631,043.29","$1,639,041.59","$9,270,084.89","243,901.26"
-53-4000,Rail Transportation Workers,3.75,3.52,"$316,627.37","$95,496.48","$412,123.85","8,937.45"
-53-5000,Water Transportation Workers,5.39,5.04,"$506,295.03","$97,263.59","$603,558.62","12,605.76"
-53-6000,Other Transportation Workers,6.89,6.14,"$304,211.30","$57,251.19","$361,462.49","10,587.78"
-53-7000,Material Moving Workers,237.39,224.43,"$12,266,154.52","$2,344,773.84","$14,610,928.36","403,621.71"
+11-1000,Top Executives,147.45,139.69,"$24,097,114.22","$4,408,061.18","$28,505,175.40","327,451.61"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",41.50,39.82,"$8,944,189.77","$1,631,235.59","$10,575,425.36","89,123.41"
+11-3000,Operations Specialties Managers,104.08,100.78,"$20,941,824.10","$3,944,890.20","$24,886,714.30","223,723.21"
+11-9000,Other Management Occupations,180.05,172.09,"$18,712,040.63","$3,463,223.37","$22,175,263.99","386,056.74"
+13-1000,Business Operations Specialists,318.01,305.60,"$29,840,956.91","$5,462,483.06","$35,303,439.97","637,138.63"
+13-2000,Financial Specialists,95.47,92.17,"$12,131,599.28","$2,105,338.25","$14,236,937.53","191,242.56"
+15-1200,Computer Occupations,112.91,108.60,"$17,704,685.61","$3,040,540.42","$20,745,226.03","224,788.22"
+15-2000,Mathematical Science Occupations,9.61,9.27,"$1,576,823.00","$275,793.69","$1,852,616.69","19,037.29"
+17-1000,"Architects, Surveyors, and Cartographers",5.69,5.48,"$401,021.99","$66,662.84","$467,684.82","11,565.13"
+17-2000,Engineers,166.18,162.62,"$22,193,705.11","$4,588,242.30","$26,781,947.41","348,670.92"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",41.86,40.94,"$3,903,336.91","$814,777.15","$4,718,114.06","83,787.48"
+19-1000,Life Scientists,3.98,3.75,"$500,952.63","$92,392.34","$593,344.98","7,849.16"
+19-2000,Physical Scientists,3.45,3.34,"$485,778.76","$99,108.65","$584,887.41","6,947.66"
+19-3000,Social Scientists and Related Workers,1.96,1.81,"$216,717.93","$39,507.05","$256,224.98","3,588.34"
+19-4000,"Life, Physical, and Social Science Technicians",4.94,4.74,"$385,366.77","$81,088.86","$466,455.64","9,232.60"
+19-5000,Occupational Health and Safety Specialists and Technicians,13.25,12.84,"$967,475.17","$189,774.25","$1,157,249.42","27,010.30"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",27.84,25.03,"$1,635,891.67","$310,310.72","$1,946,202.39","48,529.62"
+21-2000,Religious Workers,13.22,11.45,"$623,920.01","$91,098.68","$715,018.69","26,108.10"
+23-1000,"Lawyers, Judges, and Related Workers",13.44,12.89,"$3,358,329.65","$570,965.47","$3,929,295.12","28,668.15"
+23-2000,Legal Support Workers,8.28,7.92,"$697,770.59","$117,397.45","$815,168.04","14,923.15"
+25-1000,Postsecondary Teachers,8.19,7.43,"$820,048.94","$183,713.17","$1,003,762.11","12,471.07"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",17.43,15.45,"$840,013.03","$168,221.72","$1,008,234.76","30,037.30"
+25-3000,Other Teachers and Instructors,11.65,10.42,"$477,175.24","$93,668.70","$570,843.94","15,060.69"
+25-4000,"Librarians, Curators, and Archivists",0.84,0.74,"$54,399.38","$10,001.61","$64,400.99","1,342.05"
+25-9000,Other Educational Instruction and Library Occupations,8.90,7.94,"$385,216.57","$75,211.84","$460,428.41","12,498.34"
+27-1000,Art and Design Workers,14.75,13.99,"$1,320,834.56","$229,543.76","$1,550,378.32","26,274.24"
+27-2000,"Entertainers and Performers, Sports and Related Workers",11.02,9.74,"$1,215,243.93","$211,537.77","$1,426,781.70","15,311.56"
+27-3000,Media and Communication Workers,13.61,12.80,"$1,560,933.20","$279,179.41","$1,840,112.61","24,981.40"
+27-4000,Media and Communication Equipment Workers,4.98,4.62,"$449,966.74","$80,415.08","$530,381.82","8,385.58"
+29-1000,Healthcare Diagnosing or Treating Practitioners,95.45,88.30,"$13,178,881.67","$2,592,961.22","$15,771,842.89","174,559.55"
+29-2000,Health Technologists and Technicians,46.97,43.17,"$3,006,812.85","$593,249.39","$3,600,062.24","83,494.08"
+29-9000,Other Healthcare Practitioners and Technical Occupations,1.89,1.75,"$154,234.53","$29,151.56","$183,386.10","3,553.15"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",90.96,81.53,"$2,979,072.61","$577,794.39","$3,556,867.00","141,645.43"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.16,2.89,"$155,954.38","$31,036.40","$186,990.79","4,737.92"
+31-9000,Other Healthcare Support Occupations,28.80,26.35,"$1,322,570.92","$251,667.28","$1,574,238.20","47,179.27"
+33-1000,Supervisors of Protective Service Workers,2.48,2.28,"$196,286.44","$35,918.28","$232,204.71","5,155.64"
+33-2000,Firefighting and Prevention Workers,1.34,1.23,"$69,572.81","$12,184.05","$81,756.86","3,355.58"
+33-3000,Law Enforcement Workers,0.54,0.49,"$36,020.59","$7,900.17","$43,920.77","1,185.17"
+33-9000,Other Protective Service Workers,45.74,41.93,"$2,194,039.42","$390,114.09","$2,584,153.51","76,709.82"
+35-1000,Supervisors of Food Preparation and Serving Workers,25.71,20.70,"$1,369,672.02","$196,768.80","$1,566,440.82","43,078.61"
+35-2000,Cooks and Food Preparation Workers,65.80,53.47,"$2,094,620.67","$309,074.85","$2,403,695.52","89,284.24"
+35-3000,Food and Beverage Serving Workers,135.20,108.76,"$3,666,151.09","$519,906.86","$4,186,057.95","148,420.33"
+35-9000,Other Food Preparation and Serving Related Workers,29.17,23.59,"$726,085.29","$103,277.43","$829,362.72","28,909.98"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.07,4.63,"$299,107.71","$51,898.85","$351,006.56","10,085.93"
+37-2000,Building Cleaning and Pest Control Workers,68.66,62.74,"$2,677,692.17","$476,406.96","$3,154,099.13","108,586.74"
+37-3000,Grounds Maintenance Workers,17.76,16.19,"$779,410.69","$136,949.41","$916,360.10","30,076.85"
+39-1000,Supervisors of Personal Care and Service Workers,3.54,3.10,"$220,496.49","$43,688.36","$264,184.85","6,163.31"
+39-2000,Animal Care and Service Workers,4.64,4.05,"$154,431.45","$23,529.52","$177,960.97","6,198.83"
+39-3000,Entertainment Attendants and Related Workers,10.93,9.42,"$344,859.60","$70,969.02","$415,828.62","11,929.64"
+39-4000,Funeral Service Workers,0.77,0.66,"$34,589.47","$4,967.85","$39,557.32","1,181.91"
+39-5000,Personal Appearance Workers,8.80,7.63,"$299,977.68","$44,525.07","$344,502.74","11,948.20"
+39-6000,"Baggage Porters, Bellhops, and Concierges",1.26,1.14,"$57,845.13","$9,903.08","$67,748.21","1,990.51"
+39-7000,Tour and Travel Guides,3.34,3.07,"$168,746.22","$30,411.69","$199,157.92","3,613.32"
+39-9000,Other Personal Care and Service Workers,21.47,18.59,"$590,105.62","$103,692.28","$693,797.90","25,022.45"
+41-1000,Supervisors of Sales Workers,27.90,25.23,"$2,291,252.54","$453,511.43","$2,744,763.98","55,237.96"
+41-2000,Retail Sales Workers,142.10,124.97,"$4,953,243.53","$1,025,982.81","$5,979,226.34","194,327.43"
+41-3000,"Sales Representatives, Services",53.51,51.10,"$5,636,464.86","$948,918.47","$6,585,383.33","106,782.93"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",82.86,80.37,"$9,471,265.62","$1,715,696.66","$11,186,962.29","174,884.91"
+41-9000,Other Sales and Related Workers,14.50,13.70,"$1,268,550.03","$226,350.77","$1,494,900.80","25,850.65"
+43-1000,Supervisors of Office and Administrative Support Workers,42.55,40.40,"$3,781,517.58","$725,005.21","$4,506,522.79","83,612.68"
+43-2000,Communications Equipment Operators,0.79,0.73,"$39,584.66","$7,208.23","$46,792.89","1,332.90"
+43-3000,Financial Clerks,83.01,79.08,"$4,815,624.01","$877,798.44","$5,693,422.45","147,707.23"
+43-4000,Information and Record Clerks,119.76,112.83,"$6,967,003.64","$1,281,319.50","$8,248,323.15","200,454.21"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",96.56,90.61,"$6,387,077.41","$1,669,556.40","$8,056,633.81","186,150.92"
+43-6000,Secretaries and Administrative Assistants,84.00,79.18,"$4,636,391.23","$842,998.27","$5,479,389.51","148,615.40"
+43-9000,Other Office and Administrative Support Workers,96.37,91.37,"$4,274,019.73","$778,216.63","$5,052,236.36","157,327.28"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.15,1.00,"$75,935.86","$17,777.97","$93,713.83","2,396.62"
+45-2000,Agricultural Workers,13.22,11.52,"$556,528.81","$124,237.98","$680,766.79","22,342.74"
+45-3000,Fishing and Hunting Workers,0.05,0.04,"$2,595.92",$826.91,"$3,422.84",76.56
+45-4000,"Forest, Conservation, and Logging Workers",1.31,1.17,"$81,462.25","$24,187.03","$105,649.28","2,744.35"
+47-1000,Supervisors of Construction and Extraction Workers,150.31,145.45,"$7,025,234.99","$1,238,554.87","$8,263,789.85","324,309.30"
+47-2000,Construction Trades Workers,468.91,453.51,"$16,961,630.47","$3,031,288.73","$19,992,919.20","889,312.08"
+47-3000,"Helpers, Construction Trades",10.32,9.97,"$254,214.01","$44,440.36","$298,654.37","16,870.53"
+47-4000,Other Construction and Related Workers,8.86,8.56,"$593,149.47","$117,414.03","$710,563.50","17,673.37"
+47-5000,Extraction Workers,42.68,41.98,"$729,650.08","$163,811.40","$893,461.47","101,046.42"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",25.46,24.22,"$2,474,047.79","$502,459.88","$2,976,507.67","56,604.39"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",12.72,11.96,"$1,051,710.30","$202,267.24","$1,253,977.54","26,346.27"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",65.94,60.90,"$4,515,573.88","$850,772.12","$5,366,346.00","134,067.94"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",143.67,137.92,"$10,611,114.19","$2,160,982.54","$12,772,096.72","295,094.85"
+51-1000,Supervisors of Production Workers,58.17,56.96,"$6,162,667.85","$1,331,650.38","$7,494,318.22","129,286.48"
+51-2000,Assemblers and Fabricators,231.07,226.87,"$15,479,454.40","$3,310,249.33","$18,789,703.73","453,866.03"
+51-3000,Food Processing Workers,13.28,12.13,"$626,378.99","$132,285.00","$758,664.00","23,731.92"
+51-4000,Metal Workers and Plastic Workers,270.34,265.46,"$19,796,901.64","$4,231,281.20","$24,028,182.84","559,706.84"
+51-5100,Printing Workers,4.95,4.79,"$284,751.59","$57,004.47","$341,756.06","9,269.79"
+51-6000,"Textile, Apparel, and Furnishings Workers",9.46,8.72,"$427,528.71","$76,854.08","$504,382.79","16,291.06"
+51-7000,Woodworkers,6.27,6.07,"$341,273.19","$70,832.62","$412,105.82","12,221.92"
+51-8000,Plant and System Operators,6.56,6.41,"$649,940.11","$188,224.68","$838,164.79","13,876.52"
+51-9000,Other Production Occupations,179.45,175.20,"$12,575,724.38","$2,688,966.11","$15,264,690.49","356,673.62"
+53-1000,Supervisors of Transportation and Material Moving Workers,19.45,18.39,"$1,623,584.63","$319,608.06","$1,943,192.69","41,407.57"
+53-2000,Air Transportation Workers,5.43,5.10,"$1,011,571.74","$249,971.57","$1,261,543.31","9,962.17"
+53-3000,Motor Vehicle Operators,125.28,117.58,"$7,700,187.57","$1,654,166.33","$9,354,353.91","250,210.22"
+53-4000,Rail Transportation Workers,3.99,3.75,"$329,901.56","$99,529.05","$429,430.61","9,517.18"
+53-5000,Water Transportation Workers,5.44,5.09,"$511,278.07","$98,239.89","$609,517.95","12,725.64"
+53-6000,Other Transportation Workers,6.95,6.19,"$306,908.22","$57,799.67","$364,707.90","10,676.56"
+53-7000,Material Moving Workers,243.61,230.50,"$12,365,924.14","$2,365,181.84","$14,731,105.98","415,303.46"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/US/US_2028/tax_results.csv b/Model_Outputs/IMPLAN/US/US_2028/tax_results.csv
index aa7f9c7..5a3ad64 100644
--- a/Model_Outputs/IMPLAN/US/US_2028/tax_results.csv
+++ b/Model_Outputs/IMPLAN/US/US_2028/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$1,346,491.43","$1,107,532.04","$779,860.78","$7,183,383.32","$42,836,179.66","$53,253,447.23"
-2 - Indirect,"$3,622,266.46","$3,534,416.19","$2,371,573.23","$12,476,530.87","$40,895,500.03","$62,900,286.78"
-3 - Induced,"$4,899,990.46","$4,888,735.05","$3,259,995.45","$15,536,646.63","$39,984,527.70","$68,569,895.29"
-,"$9,868,748.36","$9,530,683.28","$6,411,429.45","$35,196,560.83","$123,716,207.38","$184,723,629.30"
+1 - Direct,"$1,439,889.42","$1,202,934.84","$842,954.29","$7,451,342.74","$43,218,773.65","$54,155,894.94"
+2 - Indirect,"$3,665,403.04","$3,577,425.12","$2,400,285.89","$12,613,759.67","$41,265,712.10","$63,522,585.83"
+3 - Induced,"$4,936,956.99","$4,925,616.10","$3,284,589.27","$15,653,865.35","$40,286,273.89","$69,087,301.61"
+,"$10,042,249.45","$9,705,976.07","$6,527,829.45","$35,718,967.76","$124,770,759.64","$186,765,782.37"
diff --git a/Model_Outputs/IMPLAN/US/US_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 84a38e7..c10cb54 100644
--- a/Model_Outputs/IMPLAN/US/US_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,866,670.43"
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,461.40"
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,072.05"
-4,224,Nonferrous forging,"$5,015,019,698.50","$5,923,974.68"
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,743,743.12"
-6,223,Iron and steel forging,"$12,167,051,489.94","$12,417,145.51"
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,869,582.99"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,536.14"
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,639.31"
+4,224,Nonferrous forging,"$5,015,019,698.50","$5,925,000.56"
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,776,022.63"
+6,223,Iron and steel forging,"$12,167,051,489.94","$12,419,446.06"
 7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00"
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,082,855.13"
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,011,914.91"
-10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,344,991.50"
-11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,294,760.22"
-12,221,Custom roll forming,"$3,403,758,221.65","$1,020,387.45"
-13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,283,993.55"
-14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,974,416.22"
-15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,032,294.93"
+8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,110,353.31"
+9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,016,410.25"
+10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,345,330.03"
+11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,295,137.52"
+12,21,Coal mining,"$40,369,797,410.22","$13,156,471.43"
+13,221,Custom roll forming,"$3,403,758,221.65","$1,021,009.33"
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,284,560.94"
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,975,436.26"
diff --git a/Model_Outputs/IMPLAN/US/US_2029/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/US/US_2029/economic_indicators_by_impact.csv
index 1ab93f3..22a9898 100644
--- a/Model_Outputs/IMPLAN/US/US_2029/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/US/US_2029/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"1,737.14","$191,521,532.68","$260,286,269.93","$649,946,184.93"
-2 - Indirect,"1,745.18","$171,195,567.15","$282,000,977.01","$617,812,388.74"
-3 - Induced,"2,229.79","$160,636,655.45","$301,859,611.37","$511,876,015.61"
-,"5,712.11","$523,353,755.29","$844,146,858.31","$1,779,634,589.28"
+1 - Direct,"1,754.10","$193,954,595.77","$269,103,358.82","$664,826,184.93"
+2 - Indirect,"1,773.90","$174,253,848.56","$287,307,748.76","$627,807,575.78"
+3 - Induced,"2,263.34","$163,053,283.21","$306,399,824.91","$519,574,714.23"
+,"5,791.34","$531,261,727.54","$862,810,932.49","$1,812,208,474.94"
diff --git a/Model_Outputs/IMPLAN/US/US_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index aeedaa0..3b72601 100644
--- a/Model_Outputs/IMPLAN/US/US_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,868,142.75",5.64%
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,500.23",1.81%
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,363.81",0.14%
-4,224,Nonferrous forging,"$5,015,019,698.50","$5,924,498.48",0.12%
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,760,058.77",0.11%
-6,223,Iron and steel forging,"$12,167,051,489.94","$12,418,321.44",0.10%
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,873,967.89",5.64%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,649.76",1.81%
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,704,498.52",0.14%
+4,224,Nonferrous forging,"$5,015,019,698.50","$5,926,550.42",0.12%
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,824,617.88",0.11%
+6,223,Iron and steel forging,"$12,167,051,489.94","$12,422,923.00",0.10%
 7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00",0.10%
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,096,763.33",0.05%
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,014,213.01",0.05%
-10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,345,166.44",0.04%
-11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,294,954.93",0.04%
-12,221,Custom roll forming,"$3,403,758,221.65","$1,020,706.46",0.03%
-13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,284,288.43",0.03%
-14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,974,949.95",0.03%
-15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,034,348.01",0.03%
-16,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$37,731,661.58",0.03%
-17,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,850,955.20",0.03%
-18,21,Coal mining,"$40,369,797,410.22","$9,308,145.97",0.02%
-19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,310,431.56",0.02%
-20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,564,111.30",0.02%
-21,23,Iron ore mining,"$4,242,665,589.12","$850,215.41",0.02%
-22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,004,559.02",0.02%
-23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,891,983.27",0.02%
-24,241,Metal heat treating,"$6,751,197,386.48","$1,172,599.98",0.02%
-25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,070,035.53",0.02%
-26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,613,788.61",0.02%
-27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,198,160.97",0.02%
-28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,159,211.56",0.02%
-29,239,Machine shops,"$58,418,188,845.25","$8,803,122.72",0.02%
-30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,715,999.91",0.01%
-31,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,084,306.57",0.01%
-32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$613,859.27",0.01%
-33,235,Metal cans manufacturing,"$27,208,678,262.97","$3,759,091.10",0.01%
-34,229,Plate work manufacturing,"$15,417,788,320.32","$2,080,490.87",0.01%
-35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$34,211,075.62",0.01%
-36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$795,983.97",0.01%
-37,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,819,718.70",0.01%
-38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,767,433.34",0.01%
-39,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,683,124.95",0.01%
-40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,443,802.24",0.01%
-41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$1,995,303.29",0.01%
-42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,709,487.29",0.01%
-43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,634,881.23",0.01%
-44,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$779,188.46",0.01%
-45,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,273,611.21",0.01%
-46,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,589,334.65",0.01%
-47,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$434,146.16",0.01%
-48,109,Knit fabric mills,"$1,209,761,149.04","$101,559.50",0.01%
-49,175,Custom compounding of purchased resins,"$12,008,896,270.80","$999,715.81",0.01%
-50,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$555,715.77",0.01%
-51,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$929,952.32",0.01%
-52,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$553,122.42",0.01%
-53,210,Steel wire drawing,"$6,965,034,108.99","$530,279.59",0.01%
-54,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$555,424.32",0.01%
-55,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,588,155.35",0.01%
-56,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$32,685,286.59",0.01%
-57,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,142,471.23",0.01%
-58,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$13,910,707.10",0.01%
-59,311,Lighting fixture manufacturing,"$13,551,146,025.36","$916,731.83",0.01%
-60,238,Spring and wire product manufacturing,"$14,446,923,138.19","$972,262.21",0.01%
-61,200,Lime manufacturing,"$3,411,426,132.51","$223,162.27",0.01%
-62,201,Gypsum product manufacturing,"$10,849,873,573.69","$707,191.63",0.01%
-63,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,053,214.38",0.01%
-64,460,Other support services,"$93,493,521,065.46","$5,785,634.33",0.01%
-65,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$1,633,140.11",0.01%
-66,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$568,185.91",0.01%
-67,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,173,235.78",0.01%
-68,226,Handtool manufacturing,"$9,269,806,810.85","$548,808.82",0.01%
-69,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$444,550.65",0.01%
-70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$1,928,550.30",0.01%
-71,195,Cement manufacturing,"$16,124,794,202.42","$883,325.81",0.01%
-72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$83,017.88",0.01%
-73,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$274,205.63",0.01%
-74,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$710,257.74",0.01%
-75,138,Paperboard mills,"$37,769,326,092.36","$1,999,933.12",0.01%
-76,188,Other rubber product manufacturing,"$18,947,852,104.12","$996,302.93",0.01%
-77,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,366,511.35",0.01%
-78,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$2,883,247.29",0.00%
-79,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$362,114.93",0.00%
-80,131,"Other millwork, including flooring","$11,872,958,758.31","$587,973.31",0.00%
-81,32,Metal mining services,"$2,048,448,774.82","$98,584.94",0.00%
-82,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$536,428.56",0.00%
-83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$16,396,647.62",0.00%
-84,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,062,881.71",0.00%
-85,174,Explosives manufacturing,"$3,336,015,892.42","$153,778.90",0.00%
-86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$408,164.98",0.00%
-87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,355,695.57",0.00%
-88,125,Wood preservation,"$12,385,421,188.04","$541,924.30",0.00%
-89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$498,965.82",0.00%
-90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$403,504.13",0.00%
-91,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,258,058.35",0.00%
-92,129,Wood windows and door manufacturing,"$22,029,620,673.99","$940,428.74",0.00%
-93,124,Sawmills,"$42,023,969,480.44","$1,776,446.85",0.00%
-94,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,121,439.19",0.00%
-95,451,Management of companies and enterprises,"$819,034,418,120.62","$34,282,683.29",0.00%
-96,27,Sand and gravel mining,"$15,322,656,295.20","$639,064.96",0.00%
-97,24,Gold ore and silver ore mining,"$14,012,282,637.55","$580,762.52",0.00%
-98,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$228,502.71",0.00%
-99,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$359,055.22",0.00%
-100,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$418,482.81",0.00%
-101,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,045,387.40",0.00%
-102,397,Rail transportation,"$92,013,918,170.42","$3,691,733.19",0.00%
-103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$48,742.78",0.00%
-104,186,Tire manufacturing,"$25,656,100,926.70","$1,019,120.68",0.00%
-105,299,Other electronic component manufacturing,"$20,043,941,097.34","$796,031.17",0.00%
-106,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$343,309.58",0.00%
-107,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$665,467.51",0.00%
-108,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,334,340.41",0.00%
-109,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$6,260,817.71",0.00%
-110,455,Business support services,"$98,531,422,147.59","$3,719,292.53",0.00%
-111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$717,530.61",0.00%
-112,457,Investigation and security services,"$87,760,959,501.87","$3,264,728.93",0.00%
-113,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$591,765.86",0.00%
-114,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$494,915.65",0.00%
-115,399,Truck transportation,"$517,459,714,328.88","$18,869,666.62",0.00%
-116,16,Commercial logging,"$9,708,016,677.17","$353,107.20",0.00%
-117,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$1,881,162.54",0.00%
-118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$1,723,663.25",0.00%
-119,454,Employment services,"$472,021,118,180.87","$16,430,408.30",0.00%
-120,508,Postal service,"$82,216,438,935.22","$2,803,279.47",0.00%
-121,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$901,748.25",0.00%
-122,191,Flat glass manufacturing,"$5,646,246,245.84","$190,163.62",0.00%
-123,25,Other metal ore mining,"$4,177,930,861.03","$140,675.25",0.00%
-124,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$87,602.92",0.00%
-125,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$2,740,406.26",0.00%
-126,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,412,549.98",0.00%
-127,237,Hardware manufacturing,"$11,360,442,824.27","$369,594.78",0.00%
-128,26,Stone mining and quarrying,"$22,604,707,721.04","$734,537.36",0.00%
-129,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$195,996.16",0.00%
-130,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$178,499.07",0.00%
-131,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$200,052.02",0.00%
-132,404,Warehousing and storage,"$196,283,203,045.69","$6,162,014.58",0.00%
-133,509,Federal electric utilities,"$15,278,393,331.48","$476,069.86",0.00%
-134,403,Couriers and messengers,"$147,389,575,412.04","$4,586,864.36",0.00%
-135,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$306,297.72",0.00%
-136,515,Local government electric utilities,"$63,242,600,402.80","$1,962,444.74",0.00%
-137,512,State government electric utilities,"$2,138,213,300.81","$66,299.25",0.00%
-138,41,Electric power generation - All other,"$598,610,063.76","$18,517.06",0.00%
-139,39,Electric power generation - Geothermal,"$1,089,212,605.47","$33,693.07",0.00%
-140,37,Electric power generation - Solar,"$15,183,687,778.59","$469,683.37",0.00%
-141,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,503,370.06",0.00%
-142,38,Electric power generation - Wind,"$31,436,960,621.21","$972,452.66",0.00%
-143,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$4,950,535.73",0.00%
-144,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$344,916.89",0.00%
-145,40,Electric power generation - Biomass,"$3,248,354,871.06","$100,482.72",0.00%
-146,42,Electric power transmission and distribution,"$454,802,637,163.46","$14,057,788.23",0.00%
-147,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$112,757.33",0.00%
-148,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$170,965.14",0.00%
-149,453,Facilities support services,"$38,362,646,138.12","$1,171,985.58",0.00%
-150,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$564,067.15",0.00%
-151,440,Specialized design services,"$61,729,364,047.76","$1,856,335.91",0.00%
-152,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$245,409.62",0.00%
-153,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$6,583,012.12",0.00%
-154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$2,987,297.85",0.00%
-155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,086,598.25",0.00%
-156,173,Printing ink manufacturing,"$4,197,932,161.56","$116,305.09",0.00%
-157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$618,544.19",0.00%
-158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,007,828.19",0.00%
-159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$9,059,212.69",0.00%
-160,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$132,544.50",0.00%
-161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$423,890.12",0.00%
-162,205,Mineral wool manufacturing,"$10,606,371,397.91","$280,359.31",0.00%
-163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$450,200.02",0.00%
-164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$353,307.02",0.00%
-165,168,Adhesive manufacturing,"$19,417,045,098.31","$489,528.18",0.00%
-166,447,"Advertising, public relations, and related services","$221,366,844,538.02","$5,534,587.46",0.00%
-167,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$94,888.98",0.00%
-168,321,Wiring device manufacturing,"$23,088,452,099.69","$575,323.05",0.00%
-169,116,Other textile product mills,"$5,849,355,190.48","$145,162.50",0.00%
-170,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$6,234,002.29",0.00%
-171,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$189,847.49",0.00%
-172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$14,234,305.93",0.00%
-173,151,Petrochemical manufacturing,"$213,898,809,710.92","$5,183,286.52",0.00%
-174,43,Natural gas distribution,"$112,805,479,068.56","$2,700,687.75",0.00%
-175,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$729,432.56",0.00%
-176,137,Paper mills,"$44,700,830,052.02","$1,061,774.62",0.00%
-177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$3,739,058.98",0.00%
-178,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$6,600,303.71",0.00%
-179,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,361,343.39",0.00%
-180,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$6,104,739.01",0.00%
-181,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$9,450,783.04",0.00%
-182,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,464,359.56",0.00%
-183,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$2,961,737.55",0.00%
-184,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$5,021,524.58",0.00%
-185,413,Radio and television broadcasting,"$126,652,960,389.18","$2,828,877.70",0.00%
-186,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$8,210,288.99",0.00%
-187,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$26,316.86",0.00%
-188,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$5,087,595.50",0.00%
-189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,085,264.26",0.00%
-190,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$178,418.93",0.00%
-191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$930,845.55",0.00%
-192,110,Textile and fabric finishing mills,"$5,488,614,083.97","$119,454.29",0.00%
-193,448,Photographic services,"$18,611,681,469.69","$404,951.31",0.00%
-194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$10,808,074.18",0.00%
-195,458,Services to buildings,"$184,887,389,840.19","$4,001,874.44",0.00%
-196,437,Legal services,"$482,145,097,198.44","$10,319,868.29",0.00%
-197,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$22,266,862.22",0.00%
-198,144,Printing,"$93,711,787,715.49","$1,980,336.71",0.00%
-199,452,Office administrative services,"$100,789,973,631.90","$2,116,998.12",0.00%
-200,418,"Data processing, hosting, and related services","$490,713,862,620.46","$10,280,691.71",0.00%
-201,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$6,299,032.77",0.00%
-202,406,Periodical publishers,"$28,726,880,599.05","$597,168.47",0.00%
-203,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$5,350,309.67",0.00%
-204,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$6,385,454.53",0.00%
-205,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$107,327.12",0.00%
-206,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$467,640.02",0.00%
-207,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$8,338,523.58",0.00%
-208,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,609,505.23",0.00%
-209,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$1,860,601.17",0.00%
-210,405,Newspaper publishers,"$23,494,267,330.25","$480,102.09",0.00%
-211,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$903,057.16",0.00%
-212,456,Travel arrangement and reservation services,"$92,038,956,694.17","$1,862,345.58",0.00%
-213,414,Cable and other subscription programming,"$129,841,466,724.49","$2,620,329.24",0.00%
-214,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,249,801.05",0.00%
-215,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,080,797.33",0.00%
-216,478,Performing arts companies,"$40,958,746,144.37","$813,616.68",0.00%
-217,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$79,721.60",0.00%
-218,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$8,591,926.51",0.00%
-219,145,Support activities for printing,"$3,010,426,339.58","$59,566.57",0.00%
-220,10,All other crop farming,"$22,224,392,154.07","$428,877.98",0.00%
-221,44,"Water, sewage and other systems","$20,702,504,339.27","$398,716.22",0.00%
-222,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$153,648.73",0.00%
-223,495,Car washes,"$35,373,724,638.09","$681,067.11",0.00%
-224,505,Business and professional associations,"$73,615,227,688.04","$1,416,732.71",0.00%
-225,493,All other food and drinking places,"$276,447,241,992.94","$5,311,607.01",0.00%
-226,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$305,699.45",0.00%
-227,461,Waste management and remediation services,"$177,999,302,351.73","$3,406,540.05",0.00%
-228,490,Other accommodations,"$16,436,225,502.96","$314,058.77",0.00%
-229,491,Full-service restaurants,"$600,936,370,418.40","$11,457,043.93",0.00%
-230,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$179,693.33",0.00%
-231,426,"Insurance carriers, except direct life","$763,623,938,208.92","$14,439,011.48",0.00%
-232,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$495,269.23",0.00%
-233,510,Other federal government enterprises,"$6,854,090,185.53","$128,853.66",0.00%
-234,63,Wet corn milling,"$38,891,507,770.56","$731,075.37",0.00%
-235,146,Petroleum refineries,"$685,338,713,966.20","$12,880,972.85",0.00%
-236,513,Other state government enterprises,"$26,495,170,772.45","$497,267.30",0.00%
-237,516,Other local government enterprises,"$353,931,726,040.53","$6,637,207.59",0.00%
-238,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,348,594.05",0.00%
-239,487,Fitness and recreational sports centers,"$40,757,208,080.88","$758,221.56",0.00%
-240,459,Landscape and horticultural services,"$165,786,078,305.71","$3,081,783.67",0.00%
-241,462,Elementary and secondary schools,"$74,365,925,030.62","$1,377,708.84",0.00%
-242,476,Child day care services,"$86,623,931,960.28","$1,602,172.24",0.00%
-243,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,351,542.06",0.00%
-244,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,387,767.27",0.00%
-245,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$639,979.59",0.00%
-246,507,Private households,"$27,265,934,911.83","$502,250.18",0.00%
-247,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$177,025.93",0.00%
-248,475,Individual and family services,"$197,385,106,011.81","$3,621,210.74",0.00%
-249,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,089,474.74",0.00%
-250,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$952,601.67",0.00%
-251,161,Fertilizer mixing,"$6,609,942,413.23","$120,939.59",0.00%
-252,503,Religious organizations,"$160,924,588,099.97","$2,942,991.53",0.00%
-253,472,Hospitals,"$1,246,642,306,210.30","$22,758,558.29",0.00%
-254,480,Racing and Track Operation,"$2,466,251,193.93","$44,846.07",0.00%
-255,424,Other financial investment activities,"$568,453,393,226.55","$10,332,720.00",0.00%
-256,431,Owner-occupied housing,"$2,353,458,000,000.00","$42,584,828.48",0.00%
-257,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$464,965.69",0.00%
-258,492,Limited-service restaurants,"$662,772,350,208.32","$11,977,977.21",0.00%
-259,488,Bowling centers,"$4,651,609,193.39","$83,710.40",0.00%
-260,464,Other educational services,"$150,226,479,511.36","$2,699,419.77",0.00%
-261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$378,809.12",0.00%
-262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,335,622.38",0.00%
-263,471,Other ambulatory health care services,"$53,046,213,789.29","$949,839.76",0.00%
-264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,747,559.70",0.00%
-265,394,Retail - General merchandise stores,"$308,393,207,557.39","$5,493,955.04",0.00%
-266,502,Other personal services,"$133,455,503,992.02","$2,369,499.17",0.00%
-267,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$442,739.86",0.00%
-268,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$964,351.95",0.00%
-269,499,Personal care services,"$99,129,280,065.60","$1,755,186.68",0.00%
-270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$5,986,756.71",0.00%
-271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$362,439.46",0.00%
-272,466,Offices of dentists,"$187,241,521,354.72","$3,271,545.81",0.00%
-273,425,Direct life insurance carriers,"$118,798,771,122.27","$2,073,224.84",0.00%
-274,410,Software publishers,"$481,752,923,538.80","$8,405,568.18",0.00%
-275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,076,852.20",0.00%
-276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,626,090.52",0.00%
-277,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,286,774.68",0.00%
-278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,256,148.96",0.00%
-279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$717,939.52",0.00%
-280,465,Offices of physicians,"$710,425,690,758.33","$12,319,706.52",0.00%
-281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,248,060.59",0.00%
-282,467,Offices of other health practitioners,"$173,037,357,927.83","$2,992,294.08",0.00%
-283,396,Air transportation,"$328,394,890,891.02","$5,678,280.31",0.00%
-284,102,Wineries,"$27,858,635,866.29","$480,933.93",0.00%
-285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$3,512,664.60",0.00%
-286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,425,036.19",0.00%
-287,506,Labor and civic organizations,"$81,538,720,493.49","$1,403,882.32",0.00%
-288,143,All other converted paper product manufacturing,"$7,484,025,289.68","$127,640.34",0.00%
-289,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,279,273.52",0.00%
-290,468,Outpatient care centers,"$254,994,924,915.48","$4,346,051.47",0.00%
-291,470,Home health care services,"$148,884,219,821.65","$2,533,443.92",0.00%
-292,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$72,272.46",0.00%
-293,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,504,086.72",0.00%
-294,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$372,757.75",0.00%
-295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$706,528.32",0.00%
-296,65,Fats and oils refining and blending,"$27,186,577,576.39","$456,959.13",0.00%
-297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,711,986.74",0.00%
-298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$270,993.25",0.00%
-299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$662,262.35",0.00%
-300,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$540,681.66",0.00%
-301,484,Amusement parks and arcades,"$27,154,350,236.67","$453,625.04",0.00%
-302,292,Other communications equipment manufacturing,"$8,476,374,888.63","$140,680.63",0.00%
-303,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$61,898.54",0.00%
-304,401,Pipeline transportation,"$77,957,430,742.25","$1,281,322.04",0.00%
-305,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,253,374.07",0.00%
-306,93,Other snack food manufacturing,"$38,904,968,131.82","$637,699.22",0.00%
-307,514,Local government passenger transit,"$14,082,847,680.82","$230,462.22",0.00%
-308,511,State government passenger transit,"$1,585,108,785.26","$25,939.90",0.00%
-309,101,Breweries,"$37,340,990,790.38","$610,050.47",0.00%
-310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,351,340.37",0.00%
-311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,318,026.82",0.00%
-312,103,Distilleries,"$24,706,251,736.01","$399,628.55",0.00%
-313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,400,888.27",0.00%
-314,108,Nonwoven fabric mills,"$8,073,560,162.60","$130,107.40",0.00%
-315,171,Surface active agent manufacturing,"$7,929,977,473.13","$126,267.16",0.00%
-316,91,Tortilla manufacturing,"$6,637,815,191.50","$105,372.91",0.00%
-317,398,Water transportation,"$76,976,695,291.27","$1,215,745.89",0.00%
-318,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$205,516.72",0.00%
-319,100,Manufactured ice,"$1,531,542,683.93","$24,160.71",0.00%
-320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$2,678,337.08",0.00%
-321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$471,370.49",0.00%
-322,449,Veterinary services,"$71,596,357,121.77","$1,127,408.40",0.00%
-323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$4,419,659.43",0.00%
-324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$213,223.81",0.00%
-325,67,Beet sugar manufacturing,"$4,964,816,518.93","$77,884.76",0.00%
-326,193,Glass container manufacturing,"$6,929,253,311.43","$108,504.51",0.00%
-327,444,Management consulting services,"$314,984,356,065.88","$4,925,171.65",0.00%
-328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$312,158.40",0.00%
-329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,200,810.36",0.00%
-330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$208,126.59",0.00%
-331,111,Fabric coating mills,"$2,941,340,275.34","$45,823.07",0.00%
-332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$227,412.50",0.00%
-333,3,Vegetable and melon farming,"$30,885,272,746.48","$478,945.73",0.00%
-334,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$91,087.34",0.00%
-335,363,Dental laboratories,"$6,071,164,155.13","$94,098.71",0.00%
-336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$219,985.74",0.00%
-337,60,Flour milling,"$24,410,235,377.89","$377,250.72",0.00%
-338,106,Broadwoven fabric mills,"$6,004,476,568.14","$92,744.50",0.00%
-339,429,Other real estate,"$2,063,772,881,991.79","$31,850,478.03",0.00%
-340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$80,694.86",0.00%
-341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$206,671.84",0.00%
-342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$437,404.87",0.00%
-343,62,Malt manufacturing,"$1,609,185,168.11","$24,600.39",0.00%
-344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$105,847.93",0.00%
-345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$257,120.63",0.00%
-346,409,Greeting card publishing,"$620,260,994.43","$9,374.80",0.00%
-347,68,Sugar cane mills and refining,"$9,295,080,877.39","$140,076.40",0.00%
-348,415,Wired telecommunications carriers,"$312,303,330,075.70","$4,695,033.61",0.00%
-349,83,Poultry processing,"$105,186,301,944.41","$1,577,602.97",0.00%
-350,328,Motor home manufacturing,"$8,213,805,405.62","$123,105.30",0.00%
-351,434,Video tape and disc rental,"$2,056,888,651.68","$30,754.74",0.00%
-352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$96,544.96",0.00%
-353,59,Other animal food manufacturing,"$65,579,824,303.67","$974,042.90",0.00%
-354,98,All other food manufacturing,"$57,495,650,042.31","$846,738.40",0.00%
-355,18,Commercial hunting and trapping,"$1,457,086,312.35","$21,418.94",0.00%
-356,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$459,289.81",0.00%
-357,500,Death care services,"$21,907,750,073.48","$321,676.28",0.00%
-358,113,Curtain and linen mills,"$2,979,017,369.60","$43,729.72",0.00%
-359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$106,248.26",0.00%
-360,77,Cheese manufacturing,"$78,758,678,813.71","$1,151,900.39",0.00%
-361,412,Sound recording industries,"$31,525,668,537.03","$460,284.35",0.00%
-362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$341,992.65",0.00%
-363,117,Apparel knitting mills,"$1,078,135,943.04","$15,693.22",0.00%
-364,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$25,599.95",0.00%
-365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$666,047.53",0.00%
-366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$3,649,481.99",0.00%
-367,13,Poultry and egg production,"$78,014,200,034.51","$1,129,776.18",0.00%
-368,97,Spice and extract manufacturing,"$19,373,537,300.45","$280,461.04",0.00%
-369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$302,589.08",0.00%
-370,12,Dairy cattle and milk production,"$55,960,191,839.82","$797,687.41",0.00%
-371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$119,936.01",0.00%
-372,4,Fruit farming,"$27,048,229,916.23","$380,604.21",0.00%
-373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$184,894.45",0.00%
-374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$37,289.63",0.00%
-375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$210,959.54",0.00%
-376,473,Nursing and community care facilities,"$259,557,368,469.24","$3,615,382.79",0.00%
-377,79,Fluid milk manufacturing,"$58,670,165,867.62","$814,790.79",0.00%
-378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$55,146.79",0.00%
-379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$105,558.40",0.00%
-380,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$97,692.35",0.00%
-381,122,Footwear manufacturing,"$3,007,443,476.76","$41,462.16",0.00%
-382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$35,740.44",0.00%
-383,344,Boat building,"$16,575,494,394.55","$228,130.20",0.00%
-384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$551,089.32",0.00%
-385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$256,795.52",0.00%
-386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$62,318.03",0.00%
-387,75,Canned specialties,"$12,228,701,977.18","$167,019.89",0.00%
-388,407,Book publishers,"$38,981,960,284.47","$527,124.86",0.00%
-389,80,Creamery butter manufacturing,"$9,920,387,946.25","$133,893.70",0.00%
-390,298,Electronic connector manufacturing,"$10,285,711,165.08","$138,065.44",0.00%
-391,114,Textile bag and canvas mills,"$5,249,055,341.28","$70,126.77",0.00%
-392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$79,397.17",0.00%
-393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$508,397.76",0.00%
-394,85,Meat processed from carcasses,"$97,119,832,558.67","$1,287,338.28",0.00%
-395,104,Tobacco manufacturing,"$54,449,721,766.50","$720,779.41",0.00%
-396,2,Grain farming,"$92,515,635,807.06","$1,223,857.87",0.00%
-397,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$219,920.40",0.00%
-398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$141,411.15",0.00%
-399,430,Tenant-occupied housing,"$685,796,968,030.48","$8,966,121.44",0.00%
-400,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$157,053.13",0.00%
-401,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$98,785.68",0.00%
-402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$396,794.76",0.00%
-403,357,Mattress manufacturing,"$9,419,270,908.18","$121,434.47",0.00%
-404,20,Oil and gas extraction,"$440,054,943,164.76","$5,632,111.13",0.00%
-405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,603,588.58",0.00%
-406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,561,584.96",0.00%
-407,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$200,116.52",0.00%
-408,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$183,951.91",0.00%
-409,411,Motion picture and video industries,"$175,387,116,345.71","$2,179,283.17",0.00%
-410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$230,407.30",0.00%
-411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$140,308.09",0.00%
-412,61,Rice milling,"$4,898,466,736.87","$58,570.94",0.00%
-413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$88,195.46",0.00%
-414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$247,841.25",0.00%
-415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$38,497.26",0.00%
-416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$430,537.12",0.00%
-417,318,Battery manufacturing,"$39,581,382,532.18","$455,950.30",0.00%
-418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$173,911.50",0.00%
-419,141,Stationery product manufacturing,"$6,277,104,685.19","$70,503.73",0.00%
-420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$5,402,263.00",0.00%
-421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$292,397.81",0.00%
-422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$340,579.36",0.00%
-423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$30,185.94",0.00%
-424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$25,005.71",0.00%
-425,1,Oilseed farming,"$49,937,187,262.22","$521,862.34",0.00%
-426,136,Pulp mills,"$4,388,558,617.42","$45,093.01",0.00%
-427,17,Commercial fishing,"$6,396,190,709.37","$65,651.78",0.00%
-428,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$376,785.17",0.00%
-429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$533,891.16",0.00%
-430,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$557,183.40",0.00%
-431,441,Custom computer programming services,"$369,576,048,122.11","$3,663,864.28",0.00%
-432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,308.57",0.00%
-433,373,Burial casket manufacturing,"$823,043,789.50","$7,862.10",0.00%
-434,442,Computer systems design services,"$372,342,526,925.07","$3,494,491.86",0.00%
-435,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$194,037.43",0.00%
-436,358,Blind and shade manufacturing,"$2,260,551,655.48","$21,052.12",0.00%
-437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$11,172.59",0.00%
-438,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$206,406.30",0.00%
-439,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$113,899.21",0.00%
-440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$152,484.35",0.00%
-441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$70,117.57",0.00%
-442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$11,725.66",0.00%
-443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$90,047.08",0.00%
-444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$353,768.90",0.00%
-445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$112,621.09",0.00%
-446,313,Major household appliance manufacturing,"$31,013,443,561.11","$233,921.34",0.00%
-447,5,Tree nut farming,"$10,840,952,356.98","$80,694.89",0.00%
-448,265,Industrial mold manufacturing,"$7,530,247,856.23","$54,943.78",0.00%
-449,112,Carpet and rug mills,"$11,693,395,459.88","$84,078.87",0.00%
-450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$102,777.39",0.00%
-451,287,Electronic computer manufacturing,"$59,399,365,371.42","$400,489.23",0.00%
-452,8,Cotton farming,"$5,875,423,327.42","$37,620.79",0.00%
-453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$34,545.95",0.00%
-454,368,Sign manufacturing,"$16,164,025,409.21","$96,209.97",0.00%
-455,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,823.10",0.00%
-456,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$24,688.29",0.00%
-457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$51,991.13",0.00%
-458,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$37,796.68",0.00%
-459,370,Musical instrument manufacturing,"$2,442,378,807.18","$13,948.34",0.00%
-460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$210,575.28",0.00%
-461,268,Machine tool manufacturing,"$14,689,449,094.47","$82,196.29",0.00%
-462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$81,216.49",0.00%
-463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$82,582.77",0.00%
-464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$17,359.45",0.00%
-465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$33,066.83",0.00%
-466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$61,682.75",0.00%
-467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$163,018.33",0.00%
-468,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,313.55",0.00%
-469,446,Scientific research and development services,"$1,205,188,770,353.59","$4,458,388.66",0.00%
-470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$68,435.19",0.00%
-471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$24,426.01",0.00%
-472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$31,002.90",0.00%
-473,7,Tobacco farming,"$938,019,405.97","$2,884.51",0.00%
-474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$167,770.49",0.00%
-475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$30,053.72",0.00%
-476,288,Computer storage device manufacturing,"$9,130,764,626.37","$24,870.47",0.00%
-477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$68,863.54",0.00%
-478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,268,480.46",0.00%
-479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$59,366.26",0.00%
-480,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$10,717.84",0.00%
-481,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$10,991.31",0.00%
-482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$18,433.33",0.00%
-483,258,Food product machinery manufacturing,"$8,325,550,800.97","$13,844.13",0.00%
-484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$65,201.28",0.00%
-485,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$28,056.44",0.00%
-486,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$49,976.01",0.00%
-487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$41,085.20",0.00%
-488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$21,547.14",0.00%
-489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$73,074.81",0.00%
-490,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,344.83",0.00%
-491,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$38,213.23",0.00%
-492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$4,936.69",0.00%
-493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$36,400.88",0.00%
-494,343,Ship building and repairing,"$36,749,502,389.40","$35,353.34",0.00%
-495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$36,965.71",0.00%
-496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$14,810.25",0.00%
-497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$4,334.89",0.00%
-498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$7,264.83",0.00%
-499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$10,008.68",0.00%
-500,337,Aircraft manufacturing,"$153,008,468,478.69","$67,428.86",0.00%
-501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$24,972.94",0.00%
-502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$27,370.41",0.00%
-503,33,Other nonmetallic minerals services,"$3,066,411,048.87",$866.84,0.00%
-504,327,Truck trailer manufacturing,"$18,669,883,339.14","$3,499.03",0.00%
-505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$1,979.81",0.00%
-506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,304.81",0.00%
-507,30,Drilling oil and gas wells,"$11,827,333,275.53",$212.07,0.00%
+8,21,Coal mining,"$40,369,797,410.22","$24,869,208.28",0.06%
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,151,760.08",0.06%
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$11,023,204.61",0.05%
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,345,843.64",0.04%
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,295,709.67",0.04%
+13,221,Custom roll forming,"$3,403,758,221.65","$1,021,950.38",0.03%
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,285,423.49",0.03%
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,976,990.65",0.03%
+16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,042,367.70",0.03%
+17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$37,786,442.69",0.03%
+18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,860,307.27",0.03%
+19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,311,843.49",0.02%
+20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,570,370.19",0.02%
+21,23,Iron ore mining,"$4,242,665,589.12","$851,564.49",0.02%
+22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,005,160.17",0.02%
+23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,898,581.05",0.02%
+24,241,Metal heat treating,"$6,751,197,386.48","$1,176,604.32",0.02%
+25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,083,921.97",0.02%
+26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,615,487.99",0.02%
+27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,203,800.07",0.02%
+28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,160,384.70",0.02%
+29,239,Machine shops,"$58,418,188,845.25","$8,828,815.59",0.02%
+30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,720,976.02",0.02%
+31,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,085,322.43",0.01%
+32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$614,606.75",0.01%
+33,235,Metal cans manufacturing,"$27,208,678,262.97","$3,765,093.96",0.01%
+34,229,Plate work manufacturing,"$15,417,788,320.32","$2,085,929.54",0.01%
+35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$34,741,722.65",0.01%
+36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$797,874.92",0.01%
+37,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,827,950.96",0.01%
+38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,769,780.33",0.01%
+39,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,687,331.50",0.01%
+40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,444,086.12",0.01%
+41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$1,996,611.06",0.01%
+42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,714,643.80",0.01%
+43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,647,489.36",0.01%
+44,174,Explosives manufacturing,"$3,336,015,892.42","$329,953.70",0.01%
+45,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$497,128.39",0.01%
+46,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$781,055.29",0.01%
+47,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,277,941.40",0.01%
+48,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,592,560.44",0.01%
+49,109,Knit fabric mills,"$1,209,761,149.04","$102,704.95",0.01%
+50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$1,007,488.67",0.01%
+51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$556,878.33",0.01%
+52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$931,884.00",0.01%
+53,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$554,637.21",0.01%
+54,210,Steel wire drawing,"$6,965,034,108.99","$534,340.27",0.01%
+55,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$556,859.76",0.01%
+56,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,591,468.17",0.01%
+57,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$32,892,869.81",0.01%
+58,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,144,632.45",0.01%
+59,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$13,958,154.82",0.01%
+60,311,Lighting fixture manufacturing,"$13,551,146,025.36","$920,549.19",0.01%
+61,238,Spring and wire product manufacturing,"$14,446,923,138.19","$976,920.87",0.01%
+62,200,Lime manufacturing,"$3,411,426,132.51","$225,201.15",0.01%
+63,201,Gypsum product manufacturing,"$10,849,873,573.69","$710,147.96",0.01%
+64,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$1,690,381.38",0.01%
+65,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,057,058.43",0.01%
+66,460,Other support services,"$93,493,521,065.46","$5,820,624.94",0.01%
+67,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$570,196.35",0.01%
+68,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,216,593.86",0.01%
+69,226,Handtool manufacturing,"$9,269,806,810.85","$551,927.29",0.01%
+70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$450,096.41",0.01%
+71,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$1,944,172.51",0.01%
+72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$85,607.91",0.01%
+73,195,Cement manufacturing,"$16,124,794,202.42","$889,218.59",0.01%
+74,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$275,515.27",0.01%
+75,188,Other rubber product manufacturing,"$18,947,852,104.12","$1,015,358.86",0.01%
+76,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$713,530.81",0.01%
+77,138,Paperboard mills,"$37,769,326,092.36","$2,012,489.40",0.01%
+78,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,402,232.76",0.01%
+79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$2,905,143.00",0.01%
+80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$363,809.89",0.00%
+81,131,"Other millwork, including flooring","$11,872,958,758.31","$590,543.32",0.00%
+82,32,Metal mining services,"$2,048,448,774.82","$98,915.99",0.00%
+83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$16,476,305.06",0.00%
+84,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$537,496.99",0.00%
+85,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,094,728.44",0.00%
+86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$410,522.53",0.00%
+87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,362,251.56",0.00%
+88,125,Wood preservation,"$12,385,421,188.04","$546,732.97",0.00%
+89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$500,663.97",0.00%
+90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$405,771.90",0.00%
+91,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,265,207.08",0.00%
+92,397,Rail transportation,"$92,013,918,170.42","$3,995,242.70",0.00%
+93,451,Management of companies and enterprises,"$819,034,418,120.62","$35,299,366.53",0.00%
+94,129,Wood windows and door manufacturing,"$22,029,620,673.99","$945,176.27",0.00%
+95,124,Sawmills,"$42,023,969,480.44","$1,791,353.06",0.00%
+96,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,131,103.96",0.00%
+97,27,Sand and gravel mining,"$15,322,656,295.20","$644,372.39",0.00%
+98,24,Gold ore and silver ore mining,"$14,012,282,637.55","$585,492.22",0.00%
+99,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$230,459.74",0.00%
+100,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$363,471.69",0.00%
+101,186,Tire manufacturing,"$25,656,100,926.70","$1,052,810.96",0.00%
+102,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$419,669.45",0.00%
+103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$49,782.52",0.00%
+104,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,050,331.93",0.00%
+105,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$6,608,000.96",0.00%
+106,299,Other electronic component manufacturing,"$20,043,941,097.34","$799,658.01",0.00%
+107,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$345,124.79",0.00%
+108,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$666,040.94",0.00%
+109,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,367,929.53",0.00%
+110,455,Business support services,"$98,531,422,147.59","$3,768,103.77",0.00%
+111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$720,225.31",0.00%
+112,16,Commercial logging,"$9,708,016,677.17","$364,638.29",0.00%
+113,457,Investigation and security services,"$87,760,959,501.87","$3,294,032.10",0.00%
+114,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$593,954.77",0.00%
+115,399,Truck transportation,"$517,459,714,328.88","$19,097,018.61",0.00%
+116,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$496,868.79",0.00%
+117,26,Stone mining and quarrying,"$22,604,707,721.04","$812,271.43",0.00%
+118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$1,770,686.22",0.00%
+119,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$1,897,437.35",0.00%
+120,454,Employment services,"$472,021,118,180.87","$16,589,271.91",0.00%
+121,508,Postal service,"$82,216,438,935.22","$2,836,758.15",0.00%
+122,25,Other metal ore mining,"$4,177,930,861.03","$142,681.88",0.00%
+123,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$906,232.19",0.00%
+124,191,Flat glass manufacturing,"$5,646,246,245.84","$190,689.04",0.00%
+125,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$88,127.86",0.00%
+126,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$2,769,952.28",0.00%
+127,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,438,285.44",0.00%
+128,237,Hardware manufacturing,"$11,360,442,824.27","$375,091.93",0.00%
+129,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$182,458.82",0.00%
+130,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$198,097.67",0.00%
+131,509,Federal electric utilities,"$15,278,393,331.48","$488,699.05",0.00%
+132,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$596,980.11",0.00%
+133,515,Local government electric utilities,"$63,242,600,402.80","$2,014,449.71",0.00%
+134,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$201,052.52",0.00%
+135,512,State government electric utilities,"$2,138,213,300.81","$68,054.50",0.00%
+136,404,Warehousing and storage,"$196,283,203,045.69","$6,240,714.17",0.00%
+137,41,Electric power generation - All other,"$598,610,063.76","$19,004.40",0.00%
+138,39,Electric power generation - Geothermal,"$1,089,212,605.47","$34,579.83",0.00%
+139,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,542,937.07",0.00%
+140,38,Electric power generation - Wind,"$31,436,960,621.21","$998,046.53",0.00%
+141,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$5,080,828.29",0.00%
+142,37,Electric power generation - Solar,"$15,183,687,778.59","$482,044.91",0.00%
+143,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$353,994.72",0.00%
+144,40,Electric power generation - Biomass,"$3,248,354,871.06","$103,127.31",0.00%
+145,42,Electric power transmission and distribution,"$454,802,637,163.46","$14,427,400.79",0.00%
+146,403,Couriers and messengers,"$147,389,575,412.04","$4,651,630.24",0.00%
+147,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$308,735.38",0.00%
+148,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$113,165.34",0.00%
+149,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$171,262.23",0.00%
+150,453,Facilities support services,"$38,362,646,138.12","$1,178,120.05",0.00%
+151,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$258,311.30",0.00%
+152,440,Specialized design services,"$61,729,364,047.76","$1,877,096.32",0.00%
+153,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$3,039,720.69",0.00%
+154,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$6,644,441.16",0.00%
+155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,092,131.05",0.00%
+156,173,Printing ink manufacturing,"$4,197,932,161.56","$117,600.23",0.00%
+157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$623,887.82",0.00%
+158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,017,114.78",0.00%
+159,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$136,204.33",0.00%
+160,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$9,243,430.46",0.00%
+161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$428,134.48",0.00%
+162,205,Mineral wool manufacturing,"$10,606,371,397.91","$281,205.67",0.00%
+163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$455,032.89",0.00%
+164,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$586,415.74",0.00%
+165,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$356,374.93",0.00%
+166,168,Adhesive manufacturing,"$19,417,045,098.31","$493,392.29",0.00%
+167,447,"Advertising, public relations, and related services","$221,366,844,538.02","$5,610,270.30",0.00%
+168,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$6,358,363.54",0.00%
+169,116,Other textile product mills,"$5,849,355,190.48","$147,227.20",0.00%
+170,321,Wiring device manufacturing,"$23,088,452,099.69","$578,716.21",0.00%
+171,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$95,192.31",0.00%
+172,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$191,884.20",0.00%
+173,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$14,469,365.03",0.00%
+174,151,Petrochemical manufacturing,"$213,898,809,710.92","$5,279,973.97",0.00%
+175,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$6,514,746.72",0.00%
+176,43,Natural gas distribution,"$112,805,479,068.56","$2,745,268.40",0.00%
+177,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$741,917.89",0.00%
+178,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$3,809,745.25",0.00%
+179,137,Paper mills,"$44,700,830,052.02","$1,077,354.20",0.00%
+180,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$6,668,433.92",0.00%
+181,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,399,911.85",0.00%
+182,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,500,064.22",0.00%
+183,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$9,585,206.91",0.00%
+184,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$5,293,190.97",0.00%
+185,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$3,007,688.17",0.00%
+186,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$5,112,415.75",0.00%
+187,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$8,378,403.22",0.00%
+188,413,Radio and television broadcasting,"$126,652,960,389.18","$2,868,483.32",0.00%
+189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,133,083.20",0.00%
+190,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$951,951.70",0.00%
+191,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$26,516.15",0.00%
+192,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$180,398.77",0.00%
+193,458,Services to buildings,"$184,887,389,840.19","$4,101,595.59",0.00%
+194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$11,018,804.94",0.00%
+195,448,Photographic services,"$18,611,681,469.69","$410,876.86",0.00%
+196,110,Textile and fabric finishing mills,"$5,488,614,083.97","$120,809.89",0.00%
+197,437,Legal services,"$482,145,097,198.44","$10,520,117.31",0.00%
+198,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$210,303.55",0.00%
+199,161,Fertilizer mixing,"$6,609,942,413.23","$143,854.46",0.00%
+200,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$22,730,630.52",0.00%
+201,144,Printing,"$93,711,787,715.49","$2,008,794.68",0.00%
+202,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$8,652,830.46",0.00%
+203,452,Office administrative services,"$100,789,973,631.90","$2,153,410.72",0.00%
+204,418,"Data processing, hosting, and related services","$490,713,862,620.46","$10,406,478.09",0.00%
+205,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$6,392,220.66",0.00%
+206,406,Periodical publishers,"$28,726,880,599.05","$605,721.86",0.00%
+207,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$5,427,354.92",0.00%
+208,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$6,473,427.99",0.00%
+209,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,633,706.45",0.00%
+210,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$108,606.36",0.00%
+211,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$1,887,043.58",0.00%
+212,456,Travel arrangement and reservation services,"$92,038,956,694.17","$1,908,048.00",0.00%
+213,405,Newspaper publishers,"$23,494,267,330.25","$486,953.42",0.00%
+214,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$913,775.06",0.00%
+215,414,Cable and other subscription programming,"$129,841,466,724.49","$2,657,420.14",0.00%
+216,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,114,487.94",0.00%
+217,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,268,103.49",0.00%
+218,478,Performing arts companies,"$40,958,746,144.37","$826,746.90",0.00%
+219,145,Support activities for printing,"$3,010,426,339.58","$60,625.64",0.00%
+220,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$8,727,749.49",0.00%
+221,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$80,220.91",0.00%
+222,10,All other crop farming,"$22,224,392,154.07","$436,498.09",0.00%
+223,505,Business and professional associations,"$73,615,227,688.04","$1,444,574.86",0.00%
+224,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$156,178.92",0.00%
+225,495,Car washes,"$35,373,724,638.09","$690,788.95",0.00%
+226,44,"Water, sewage and other systems","$20,702,504,339.27","$404,030.30",0.00%
+227,146,Petroleum refineries,"$685,338,713,966.20","$13,370,695.60",0.00%
+228,493,All other food and drinking places,"$276,447,241,992.94","$5,392,794.37",0.00%
+229,461,Waste management and remediation services,"$177,999,302,351.73","$3,463,493.34",0.00%
+230,490,Other accommodations,"$16,436,225,502.96","$318,724.66",0.00%
+231,491,Full-service restaurants,"$600,936,370,418.40","$11,632,566.04",0.00%
+232,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$306,541.77",0.00%
+233,426,"Insurance carriers, except direct life","$763,623,938,208.92","$14,667,485.49",0.00%
+234,510,Other federal government enterprises,"$6,854,090,185.53","$131,618.19",0.00%
+235,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$502,564.59",0.00%
+236,424,Other financial investment activities,"$568,453,393,226.55","$10,876,886.93",0.00%
+237,63,Wet corn milling,"$38,891,507,770.56","$740,766.87",0.00%
+238,513,Other state government enterprises,"$26,495,170,772.45","$504,388.61",0.00%
+239,516,Other local government enterprises,"$353,931,726,040.53","$6,731,822.40",0.00%
+240,459,Landscape and horticultural services,"$165,786,078,305.71","$3,151,042.17",0.00%
+241,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$179,853.37",0.00%
+242,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,386,166.43",0.00%
+243,487,Fitness and recreational sports centers,"$40,757,208,080.88","$769,522.19",0.00%
+244,462,Elementary and secondary schools,"$74,365,925,030.62","$1,398,519.32",0.00%
+245,476,Child day care services,"$86,623,931,960.28","$1,626,329.53",0.00%
+246,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,372,359.80",0.00%
+247,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,408,701.33",0.00%
+248,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$648,766.45",0.00%
+249,507,Private households,"$27,265,934,911.83","$509,838.34",0.00%
+250,475,Individual and family services,"$197,385,106,011.81","$3,675,836.29",0.00%
+251,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,121,001.27",0.00%
+252,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$968,731.70",0.00%
+253,503,Religious organizations,"$160,924,588,099.97","$2,987,375.49",0.00%
+254,472,Hospitals,"$1,246,642,306,210.30","$23,100,852.02",0.00%
+255,480,Racing and Track Operation,"$2,466,251,193.93","$45,522.41",0.00%
+256,431,Owner-occupied housing,"$2,353,458,000,000.00","$43,226,129.38",0.00%
+257,492,Limited-service restaurants,"$662,772,350,208.32","$12,157,048.03",0.00%
+258,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$469,963.81",0.00%
+259,488,Bowling centers,"$4,651,609,193.39","$84,974.23",0.00%
+260,464,Other educational services,"$150,226,479,511.36","$2,740,196.55",0.00%
+261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$384,512.29",0.00%
+262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,385,902.13",0.00%
+263,471,Other ambulatory health care services,"$53,046,213,789.29","$964,085.25",0.00%
+264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,773,767.92",0.00%
+265,394,Retail - General merchandise stores,"$308,393,207,557.39","$5,578,203.27",0.00%
+266,502,Other personal services,"$133,455,503,992.02","$2,405,331.07",0.00%
+267,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$449,358.02",0.00%
+268,499,Personal care services,"$99,129,280,065.60","$1,781,590.95",0.00%
+269,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$977,930.11",0.00%
+270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$6,077,988.24",0.00%
+271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$367,586.27",0.00%
+272,466,Offices of dentists,"$187,241,521,354.72","$3,320,692.13",0.00%
+273,425,Direct life insurance carriers,"$118,798,771,122.27","$2,104,532.84",0.00%
+274,410,Software publishers,"$481,752,923,538.80","$8,522,907.12",0.00%
+275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,094,547.72",0.00%
+276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,652,554.71",0.00%
+277,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,292,332.20",0.00%
+278,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,306,154.49",0.00%
+279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$729,379.60",0.00%
+280,465,Offices of physicians,"$710,425,690,758.33","$12,504,970.21",0.00%
+281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,264,978.17",0.00%
+282,396,Air transportation,"$328,394,890,891.02","$5,766,927.92",0.00%
+283,467,Offices of other health practitioners,"$173,037,357,927.83","$3,037,348.94",0.00%
+284,102,Wineries,"$27,858,635,866.29","$488,208.27",0.00%
+285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$3,567,027.53",0.00%
+286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,477,841.27",0.00%
+287,506,Labor and civic organizations,"$81,538,720,493.49","$1,425,010.35",0.00%
+288,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,343,872.60",0.00%
+289,468,Outpatient care centers,"$254,994,924,915.48","$4,411,442.79",0.00%
+290,143,All other converted paper product manufacturing,"$7,484,025,289.68","$129,279.84",0.00%
+291,470,Home health care services,"$148,884,219,821.65","$2,571,536.62",0.00%
+292,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,538,473.33",0.00%
+293,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$378,578.66",0.00%
+294,58,Dog and cat food manufacturing,"$42,027,131,811.09","$717,146.05",0.00%
+295,65,Fats and oils refining and blending,"$27,186,577,576.39","$463,906.35",0.00%
+296,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$73,097.81",0.00%
+297,401,Pipeline transportation,"$77,957,430,742.25","$1,329,547.61",0.00%
+298,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,737,627.24",0.00%
+299,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$275,573.95",0.00%
+300,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$672,573.71",0.00%
+301,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$221,153.63",0.00%
+302,484,Amusement parks and arcades,"$27,154,350,236.67","$460,546.50",0.00%
+303,292,Other communications equipment manufacturing,"$8,476,374,888.63","$142,485.69",0.00%
+304,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$541,324.67",0.00%
+305,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,271,169.73",0.00%
+306,93,Other snack food manufacturing,"$38,904,968,131.82","$647,297.03",0.00%
+307,514,Local government passenger transit,"$14,082,847,680.82","$234,180.38",0.00%
+308,511,State government passenger transit,"$1,585,108,785.26","$26,358.40",0.00%
+309,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$62,362.22",0.00%
+310,101,Breweries,"$37,340,990,790.38","$619,225.79",0.00%
+311,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,415,096.63",0.00%
+312,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,337,836.39",0.00%
+313,103,Distilleries,"$24,706,251,736.01","$405,681.24",0.00%
+314,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,421,867.80",0.00%
+315,108,Nonwoven fabric mills,"$8,073,560,162.60","$132,122.41",0.00%
+316,398,Water transportation,"$76,976,695,291.27","$1,255,704.65",0.00%
+317,171,Surface active agent manufacturing,"$7,929,977,473.13","$127,978.75",0.00%
+318,91,Tortilla manufacturing,"$6,637,815,191.50","$106,957.17",0.00%
+319,400,Transit and ground passenger transportation,"$169,895,344,811.88","$2,721,127.04",0.00%
+320,100,Manufactured ice,"$1,531,542,683.93","$24,523.63",0.00%
+321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$478,459.74",0.00%
+322,449,Veterinary services,"$71,596,357,121.77","$1,144,341.76",0.00%
+323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$4,485,010.77",0.00%
+324,444,Management consulting services,"$314,984,356,065.88","$5,020,997.35",0.00%
+325,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$216,426.15",0.00%
+326,67,Beet sugar manufacturing,"$4,964,816,518.93","$79,055.09",0.00%
+327,193,Glass container manufacturing,"$6,929,253,311.43","$110,188.04",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$316,876.62",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,218,883.64",0.00%
+330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$211,252.23",0.00%
+331,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$92,585.61",0.00%
+332,111,Fabric coating mills,"$2,941,340,275.34","$46,328.77",0.00%
+333,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$230,824.69",0.00%
+334,3,Vegetable and melon farming,"$30,885,272,746.48","$486,144.44",0.00%
+335,363,Dental laboratories,"$6,071,164,155.13","$95,512.26",0.00%
+336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$223,309.84",0.00%
+337,60,Flour milling,"$24,410,235,377.89","$382,925.12",0.00%
+338,106,Broadwoven fabric mills,"$6,004,476,568.14","$94,167.57",0.00%
+339,429,Other real estate,"$2,063,772,881,991.79","$32,329,677.38",0.00%
+340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$81,908.49",0.00%
+341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$209,775.74",0.00%
+342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$445,129.57",0.00%
+343,62,Malt manufacturing,"$1,609,185,168.11","$24,970.67",0.00%
+344,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$260,981.22",0.00%
+345,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$107,418.92",0.00%
+346,409,Greeting card publishing,"$620,260,994.43","$9,516.65",0.00%
+347,68,Sugar cane mills and refining,"$9,295,080,877.39","$142,180.62",0.00%
+348,415,Wired telecommunications carriers,"$312,303,330,075.70","$4,761,462.54",0.00%
+349,83,Poultry processing,"$105,186,301,944.41","$1,601,341.91",0.00%
+350,328,Motor home manufacturing,"$8,213,805,405.62","$124,939.16",0.00%
+351,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$474,996.50",0.00%
+352,434,Video tape and disc rental,"$2,056,888,651.68","$31,217.22",0.00%
+353,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$97,998.01",0.00%
+354,59,Other animal food manufacturing,"$65,579,824,303.67","$988,948.05",0.00%
+355,98,All other food manufacturing,"$57,495,650,042.31","$859,467.46",0.00%
+356,18,Commercial hunting and trapping,"$1,457,086,312.35","$21,740.61",0.00%
+357,500,Death care services,"$21,907,750,073.48","$326,491.38",0.00%
+358,113,Curtain and linen mills,"$2,979,017,369.60","$44,383.34",0.00%
+359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$107,844.02",0.00%
+360,77,Cheese manufacturing,"$78,758,678,813.71","$1,169,274.78",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$467,377.66",0.00%
+362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$347,161.90",0.00%
+363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$25,999.34",0.00%
+364,117,Apparel knitting mills,"$1,078,135,943.04","$15,925.92",0.00%
+365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$676,062.35",0.00%
+366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$3,704,246.48",0.00%
+367,13,Poultry and egg production,"$78,014,200,034.51","$1,146,777.21",0.00%
+368,97,Spice and extract manufacturing,"$19,373,537,300.45","$284,687.93",0.00%
+369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$305,790.39",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$809,733.24",0.00%
+371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$121,435.31",0.00%
+372,4,Fruit farming,"$27,048,229,916.23","$386,336.22",0.00%
+373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$187,696.83",0.00%
+374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$37,854.42",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$214,138.41",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$3,669,457.65",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$827,069.53",0.00%
+378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$56,024.68",0.00%
+379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$107,136.49",0.00%
+380,122,Footwear manufacturing,"$3,007,443,476.76","$42,078.70",0.00%
+381,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$36,263.97",0.00%
+382,344,Boat building,"$16,575,494,394.55","$231,614.34",0.00%
+383,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$98,871.15",0.00%
+384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$559,439.86",0.00%
+385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$260,671.76",0.00%
+386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$63,299.06",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$169,533.46",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$535,190.70",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$135,921.22",0.00%
+390,114,Textile bag and canvas mills,"$5,249,055,341.28","$71,271.94",0.00%
+391,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$80,564.30",0.00%
+392,298,Electronic connector manufacturing,"$10,285,711,165.08","$139,219.79",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$516,060.91",0.00%
+394,85,Meat processed from carcasses,"$97,119,832,558.67","$1,306,672.22",0.00%
+395,104,Tobacco manufacturing,"$54,449,721,766.50","$731,549.49",0.00%
+396,2,Grain farming,"$92,515,635,807.06","$1,241,967.99",0.00%
+397,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$143,533.49",0.00%
+398,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$220,920.43",0.00%
+399,430,Tenant-occupied housing,"$685,796,968,030.48","$9,100,348.37",0.00%
+400,20,Oil and gas extraction,"$440,054,943,164.76","$5,833,925.38",0.00%
+401,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$100,272.06",0.00%
+402,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$157,702.64",0.00%
+403,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$402,844.19",0.00%
+404,357,Mattress manufacturing,"$9,419,270,908.18","$123,237.83",0.00%
+405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,627,763.73",0.00%
+406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,585,133.44",0.00%
+407,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$186,948.06",0.00%
+408,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$202,422.07",0.00%
+409,411,Motion picture and video industries,"$175,387,116,345.71","$2,211,315.13",0.00%
+410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$233,990.87",0.00%
+411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$142,426.95",0.00%
+412,61,Rice milling,"$4,898,466,736.87","$59,451.22",0.00%
+413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$89,541.49",0.00%
+414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$251,607.44",0.00%
+415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$39,070.12",0.00%
+416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$437,476.79",0.00%
+417,318,Battery manufacturing,"$39,581,382,532.18","$462,087.06",0.00%
+418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$176,223.34",0.00%
+419,141,Stationery product manufacturing,"$6,277,104,685.19","$71,488.94",0.00%
+420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$5,568,357.40",0.00%
+421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$296,919.51",0.00%
+422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$345,553.32",0.00%
+423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$30,695.19",0.00%
+424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$25,378.44",0.00%
+425,1,Oilseed farming,"$49,937,187,262.22","$529,284.43",0.00%
+426,17,Commercial fishing,"$6,396,190,709.37","$66,657.11",0.00%
+427,136,Pulp mills,"$4,388,558,617.42","$45,527.24",0.00%
+428,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$582,471.94",0.00%
+429,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$377,096.17",0.00%
+430,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$538,007.57",0.00%
+431,441,Custom computer programming services,"$369,576,048,122.11","$3,707,837.59",0.00%
+432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,362.97",0.00%
+433,373,Burial casket manufacturing,"$823,043,789.50","$7,980.14",0.00%
+434,442,Computer systems design services,"$372,342,526,925.07","$3,538,000.80",0.00%
+435,358,Blind and shade manufacturing,"$2,260,551,655.48","$21,363.84",0.00%
+436,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$194,924.66",0.00%
+437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$11,343.32",0.00%
+438,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$115,548.84",0.00%
+439,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$207,168.50",0.00%
+440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$154,780.75",0.00%
+441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$71,051.71",0.00%
+442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$11,904.58",0.00%
+443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$90,378.79",0.00%
+444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$357,250.69",0.00%
+445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$114,323.03",0.00%
+446,313,Major household appliance manufacturing,"$31,013,443,561.11","$236,970.94",0.00%
+447,5,Tree nut farming,"$10,840,952,356.98","$81,909.37",0.00%
+448,265,Industrial mold manufacturing,"$7,530,247,856.23","$55,525.19",0.00%
+449,112,Carpet and rug mills,"$11,693,395,459.88","$85,009.15",0.00%
+450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$104,343.33",0.00%
+451,287,Electronic computer manufacturing,"$59,399,365,371.42","$402,430.10",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$38,087.39",0.00%
+453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$34,807.18",0.00%
+454,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$25,977.37",0.00%
+455,368,Sign manufacturing,"$16,164,025,409.21","$97,446.59",0.00%
+456,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,832.67",0.00%
+457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$52,012.75",0.00%
+458,370,Musical instrument manufacturing,"$2,442,378,807.18","$14,163.73",0.00%
+459,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$37,836.18",0.00%
+460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$212,723.81",0.00%
+461,268,Machine tool manufacturing,"$14,689,449,094.47","$82,472.57",0.00%
+462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$82,430.92",0.00%
+463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$83,751.87",0.00%
+464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$17,671.77",0.00%
+465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$33,805.18",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$62,222.83",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$165,312.69",0.00%
+468,446,Scientific research and development services,"$1,205,188,770,353.59","$4,544,933.23",0.00%
+469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,347.67",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$68,902.55",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$24,600.63",0.00%
+472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$31,329.97",0.00%
+473,7,Tobacco farming,"$938,019,405.97","$2,927.83",0.00%
+474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$170,130.27",0.00%
+475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$30,682.29",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$25,192.15",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$69,273.80",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,287,389.79",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$60,256.37",0.00%
+480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$11,143.11",0.00%
+481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$10,846.23",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$18,634.62",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$13,966.56",0.00%
+484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$65,290.83",0.00%
+485,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$50,733.59",0.00%
+486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$28,186.49",0.00%
+487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$41,476.15",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$21,615.70",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$73,635.15",0.00%
+490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$38,721.69",0.00%
+491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,381.91",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$4,983.45",0.00%
+493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$36,930.26",0.00%
+494,343,Ship building and repairing,"$36,749,502,389.40","$36,410.36",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$37,914.15",0.00%
+496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$15,090.19",0.00%
+497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$4,531.28",0.00%
+498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$7,354.54",0.00%
+499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$10,113.93",0.00%
+500,337,Aircraft manufacturing,"$153,008,468,478.69","$67,656.61",0.00%
+501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$25,135.42",0.00%
+502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$33,136.83",0.00%
+503,33,Other nonmetallic minerals services,"$3,066,411,048.87","$1,050.65",0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$3,557.56",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$2,006.62",0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,321.21",0.00%
+507,30,Drilling oil and gas wells,"$11,827,333,275.53",$228.41,0.00%
 508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
-509,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
-510,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
-511,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
-512,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
-513,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
-514,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
-515,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+509,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+510,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+511,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+512,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+513,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+514,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+515,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
 516,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-517,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+517,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
 518,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
-519,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
-520,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
-521,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
-522,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
-523,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
-524,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-525,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-526,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
-527,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+519,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+520,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+521,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+522,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+523,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+524,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+525,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+526,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+527,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
 528,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/US/US_2029/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/US/US_2029/occupation_impacts_table.csv
index bbdd299..1f1326b 100644
--- a/Model_Outputs/IMPLAN/US/US_2029/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/US/US_2029/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,145.97,138.25,"$24,016,080.72","$4,393,119.89","$28,409,200.61","324,090.76"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",41.39,39.72,"$8,917,180.57","$1,626,666.12","$10,543,846.69","88,889.60"
-11-3000,Operations Specialties Managers,102.38,99.12,"$20,866,129.77","$3,930,923.65","$24,797,053.43","220,023.43"
-11-9000,Other Management Occupations,179.01,171.07,"$18,669,653.92","$3,455,123.27","$22,124,777.18","383,770.31"
-13-1000,Business Operations Specialists,316.49,304.11,"$29,764,198.51","$5,448,829.66","$35,213,028.18","634,089.80"
-13-2000,Financial Specialists,94.88,91.59,"$12,075,809.68","$2,096,061.49","$14,171,871.17","190,043.10"
-15-1200,Computer Occupations,112.57,108.28,"$17,647,005.66","$3,031,098.36","$20,678,104.02","224,117.31"
-15-2000,Mathematical Science Occupations,9.57,9.24,"$1,570,756.55","$274,776.67","$1,845,533.22","18,968.18"
-17-1000,"Architects, Surveyors, and Cartographers",5.31,5.11,"$397,523.65","$65,974.60","$463,498.25","10,787.11"
-17-2000,Engineers,164.19,160.66,"$22,161,567.43","$4,581,569.63","$26,743,137.06","344,184.46"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",41.81,40.90,"$3,899,351.21","$814,004.22","$4,713,355.43","83,705.96"
-19-1000,Life Scientists,3.96,3.73,"$498,789.01","$91,997.32","$590,786.33","7,815.92"
-19-2000,Physical Scientists,3.44,3.33,"$483,614.15","$98,658.89","$582,273.04","6,917.20"
-19-3000,Social Scientists and Related Workers,1.95,1.80,"$215,809.36","$39,345.04","$255,154.41","3,574.27"
-19-4000,"Life, Physical, and Social Science Technicians",4.81,4.61,"$383,203.30","$80,609.71","$463,813.01","8,972.57"
-19-5000,Occupational Health and Safety Specialists and Technicians,12.73,12.33,"$962,867.00","$188,744.39","$1,151,611.39","25,933.53"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",27.75,24.95,"$1,630,089.94","$309,217.82","$1,939,307.77","48,360.68"
-21-2000,Religious Workers,13.18,11.41,"$621,812.48","$90,790.64","$712,603.12","26,020.27"
-23-1000,"Lawyers, Judges, and Related Workers",13.38,12.84,"$3,343,287.92","$568,439.66","$3,911,727.59","28,546.54"
-23-2000,Legal Support Workers,8.24,7.89,"$694,608.40","$116,866.89","$811,475.28","14,857.55"
-25-1000,Postsecondary Teachers,8.16,7.41,"$817,282.57","$183,094.22","$1,000,376.79","12,429.07"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",17.37,15.40,"$837,185.74","$167,655.73","$1,004,841.47","29,936.47"
-25-3000,Other Teachers and Instructors,11.61,10.39,"$475,618.83","$93,362.22","$568,981.05","15,012.29"
-25-4000,"Librarians, Curators, and Archivists",0.84,0.74,"$54,207.45","$9,966.58","$64,174.03","1,337.38"
-25-9000,Other Educational Instruction and Library Occupations,8.87,7.91,"$383,894.79","$74,954.75","$458,849.54","12,456.19"
-27-1000,Art and Design Workers,14.71,13.95,"$1,316,387.29","$228,795.02","$1,545,182.31","26,195.13"
-27-2000,"Entertainers and Performers, Sports and Related Workers",10.99,9.70,"$1,211,072.48","$210,813.57","$1,421,886.05","15,258.82"
-27-3000,Media and Communication Workers,13.56,12.76,"$1,555,582.70","$278,243.64","$1,833,826.34","24,899.41"
-27-4000,Media and Communication Equipment Workers,4.96,4.60,"$448,081.76","$80,090.33","$528,172.09","8,350.74"
-29-1000,Healthcare Diagnosing or Treating Practitioners,95.12,88.00,"$13,134,292.10","$2,584,206.02","$15,718,498.12","173,972.71"
-29-2000,Health Technologists and Technicians,46.81,43.02,"$2,996,462.22","$591,216.01","$3,587,678.23","83,209.26"
-29-9000,Other Healthcare Practitioners and Technical Occupations,1.88,1.75,"$153,653.11","$29,042.98","$182,696.09","3,540.25"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",90.66,81.26,"$2,969,186.05","$575,876.44","$3,545,062.49","141,175.22"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.15,2.88,"$155,425.26","$30,931.39","$186,356.65","4,721.98"
-31-9000,Other Healthcare Support Occupations,28.70,26.26,"$1,318,108.69","$250,819.44","$1,568,928.12","47,020.75"
-33-1000,Supervisors of Protective Service Workers,2.47,2.27,"$195,686.88","$35,805.52","$231,492.39","5,141.75"
-33-2000,Firefighting and Prevention Workers,1.34,1.23,"$69,456.71","$12,162.76","$81,619.47","3,350.29"
-33-3000,Law Enforcement Workers,0.54,0.49,"$35,900.13","$7,867.19","$43,767.32","1,182.13"
-33-9000,Other Protective Service Workers,45.41,41.62,"$2,187,427.98","$388,910.05","$2,576,338.03","76,129.20"
-35-1000,Supervisors of Food Preparation and Serving Workers,25.62,20.63,"$1,364,922.07","$196,082.71","$1,561,004.78","42,930.29"
-35-2000,Cooks and Food Preparation Workers,65.58,53.30,"$2,087,491.96","$308,023.23","$2,395,515.19","88,986.00"
-35-3000,Food and Beverage Serving Workers,134.74,108.39,"$3,653,637.78","$518,131.75","$4,171,769.53","147,914.70"
-35-9000,Other Food Preparation and Serving Related Workers,29.07,23.51,"$723,583.92","$102,922.32","$826,506.24","28,810.73"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.05,4.61,"$297,746.54","$51,663.44","$349,409.99","10,040.21"
-37-2000,Building Cleaning and Pest Control Workers,68.19,62.30,"$2,666,849.33","$474,477.18","$3,141,326.51","107,826.36"
-37-3000,Grounds Maintenance Workers,17.68,16.12,"$775,802.89","$136,320.27","$912,123.16","29,944.16"
-39-1000,Supervisors of Personal Care and Service Workers,3.53,3.08,"$219,731.20","$43,538.09","$263,269.29","6,142.10"
-39-2000,Animal Care and Service Workers,4.63,4.04,"$153,905.72","$23,449.24","$177,354.96","6,177.75"
-39-3000,Entertainment Attendants and Related Workers,10.89,9.39,"$343,668.36","$70,726.78","$414,395.14","11,888.95"
-39-4000,Funeral Service Workers,0.77,0.66,"$34,474.58","$4,951.37","$39,425.95","1,177.99"
-39-5000,Personal Appearance Workers,8.78,7.60,"$298,972.54","$44,375.73","$343,348.27","11,908.18"
-39-6000,"Baggage Porters, Bellhops, and Concierges",1.26,1.14,"$57,655.30","$9,870.49","$67,525.80","1,984.03"
-39-7000,Tour and Travel Guides,3.33,3.06,"$168,049.50","$30,286.15","$198,335.65","3,598.49"
-39-9000,Other Personal Care and Service Workers,21.40,18.53,"$588,111.52","$103,342.30","$691,453.82","24,938.48"
-41-1000,Supervisors of Sales Workers,27.81,25.14,"$2,283,823.40","$452,071.81","$2,735,895.20","55,055.33"
-41-2000,Retail Sales Workers,141.61,124.54,"$4,936,071.63","$1,022,453.87","$5,958,525.50","193,661.13"
-41-3000,"Sales Representatives, Services",53.32,50.92,"$5,611,332.67","$944,779.35","$6,556,112.02","106,389.48"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",82.58,80.10,"$9,449,014.03","$1,711,995.13","$11,161,009.16","174,297.90"
-41-9000,Other Sales and Related Workers,14.46,13.66,"$1,265,247.31","$225,807.78","$1,491,055.09","25,781.11"
-43-1000,Supervisors of Office and Administrative Support Workers,42.26,40.12,"$3,769,360.37","$722,729.67","$4,492,090.04","83,038.32"
-43-2000,Communications Equipment Operators,0.79,0.73,"$39,447.91","$7,183.43","$46,631.34","1,328.35"
-43-3000,Financial Clerks,82.39,78.47,"$4,799,174.13","$874,836.53","$5,674,010.66","146,581.67"
-43-4000,Information and Record Clerks,119.36,112.46,"$6,943,259.93","$1,277,089.43","$8,220,349.36","199,789.56"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",95.89,89.95,"$6,372,815.61","$1,665,609.44","$8,038,425.04","184,818.62"
-43-6000,Secretaries and Administrative Assistants,83.50,78.70,"$4,620,963.99","$840,236.90","$5,461,200.90","147,723.85"
-43-9000,Other Office and Administrative Support Workers,95.54,90.56,"$4,260,582.48","$775,755.71","$5,036,338.19","155,946.49"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.15,1.00,"$75,606.10","$17,697.88","$93,303.98","2,386.78"
-45-2000,Agricultural Workers,13.17,11.48,"$554,441.22","$123,778.04","$678,219.26","22,261.98"
-45-3000,Fishing and Hunting Workers,0.05,0.04,"$2,587.08",$824.10,"$3,411.17",76.30
-45-4000,"Forest, Conservation, and Logging Workers",1.30,1.16,"$80,936.31","$24,022.16","$104,958.47","2,726.93"
-47-1000,Supervisors of Construction and Extraction Workers,143.85,139.10,"$6,972,786.45","$1,226,595.79","$8,199,382.24","309,990.21"
-47-2000,Construction Trades Workers,455.23,440.06,"$16,882,993.55","$3,013,571.05","$19,896,564.60","860,393.64"
-47-3000,"Helpers, Construction Trades",10.32,9.97,"$254,039.67","$44,408.84","$298,448.51","16,864.69"
-47-4000,Other Construction and Related Workers,8.71,8.40,"$590,623.04","$116,824.41","$707,447.44","17,336.16"
-47-5000,Extraction Workers,17.33,17.03,"$613,058.15","$136,787.93","$749,846.08","41,378.02"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",23.25,22.05,"$2,450,872.53","$497,220.31","$2,948,092.84","51,588.66"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",12.61,11.85,"$1,047,820.07","$201,445.90","$1,249,265.96","26,096.43"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",61.84,56.88,"$4,482,106.70","$843,646.23","$5,325,752.92","125,130.12"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",136.77,131.13,"$10,559,791.50","$2,149,643.25","$12,709,434.75","280,517.11"
-51-1000,Supervisors of Production Workers,57.71,56.52,"$6,154,181.13","$1,329,692.10","$7,483,873.23","128,268.72"
-51-2000,Assemblers and Fabricators,230.97,226.78,"$15,473,503.33","$3,309,037.52","$18,782,540.85","453,673.35"
-51-3000,Food Processing Workers,13.23,12.09,"$624,289.16","$131,841.54","$756,130.70","23,653.14"
-51-4000,Metal Workers and Plastic Workers,269.19,264.34,"$19,783,023.30","$4,228,237.20","$24,011,260.51","557,339.42"
-51-5100,Printing Workers,4.94,4.78,"$283,892.72","$56,835.87","$340,728.60","9,241.57"
-51-6000,"Textile, Apparel, and Furnishings Workers",9.43,8.70,"$426,066.71","$76,590.03","$502,656.75","16,236.90"
-51-7000,Woodworkers,6.26,6.06,"$340,762.65","$70,728.35","$411,491.00","12,204.22"
-51-8000,Plant and System Operators,6.24,6.09,"$645,027.78","$186,840.01","$831,867.79","13,190.95"
-51-9000,Other Production Occupations,177.79,173.57,"$12,554,050.99","$2,684,074.55","$15,238,125.54","353,339.56"
-53-1000,Supervisors of Transportation and Material Moving Workers,18.90,17.85,"$1,615,438.77","$317,857.73","$1,933,296.50","40,211.23"
-53-2000,Air Transportation Workers,5.41,5.08,"$1,007,829.11","$249,058.52","$1,256,887.63","9,925.50"
-53-3000,Motor Vehicle Operators,122.65,115.01,"$7,666,923.66","$1,646,885.51","$9,313,809.18","244,691.57"
-53-4000,Rail Transportation Workers,3.83,3.59,"$323,361.47","$97,542.00","$420,903.47","9,110.91"
-53-5000,Water Transportation Workers,5.42,5.06,"$508,895.25","$97,773.32","$606,668.56","12,668.34"
-53-6000,Other Transportation Workers,6.93,6.16,"$305,646.07","$57,541.45","$363,187.52","10,635.24"
-53-7000,Material Moving Workers,238.00,225.01,"$12,317,814.84","$2,355,328.12","$14,673,142.95","404,656.73"
+11-1000,Top Executives,148.52,140.69,"$24,354,165.11","$4,455,375.90","$28,809,541.01","329,808.03"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",41.86,40.16,"$9,030,329.48","$1,645,821.26","$10,676,150.74","89,872.57"
+11-3000,Operations Specialties Managers,104.88,101.56,"$21,180,423.65","$3,988,829.57","$25,169,253.23","225,423.29"
+11-9000,Other Management Occupations,180.74,172.73,"$18,847,188.50","$3,489,003.14","$22,336,191.64","387,466.60"
+13-1000,Business Operations Specialists,319.86,307.35,"$30,084,887.74","$5,505,828.19","$35,590,715.93","640,748.17"
+13-2000,Financial Specialists,96.51,93.18,"$12,308,901.42","$2,134,811.53","$14,443,712.95","193,320.40"
+15-1200,Computer Occupations,113.99,109.64,"$17,889,117.67","$3,070,727.22","$20,959,844.89","226,937.30"
+15-2000,Mathematical Science Occupations,9.72,9.38,"$1,596,183.58","$279,040.57","$1,875,224.15","19,258.49"
+17-1000,"Architects, Surveyors, and Cartographers",5.73,5.53,"$411,761.64","$68,772.65","$480,534.29","11,659.91"
+17-2000,Engineers,166.59,163.01,"$22,293,213.99","$4,608,881.18","$26,902,095.18","349,513.08"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",41.98,41.07,"$3,915,787.82","$817,195.29","$4,732,983.12","84,042.12"
+19-1000,Life Scientists,4.03,3.80,"$508,045.59","$93,691.26","$601,736.85","7,958.56"
+19-2000,Physical Scientists,3.50,3.39,"$492,614.59","$100,527.10","$593,141.70","7,043.84"
+19-3000,Social Scientists and Related Workers,1.99,1.83,"$219,723.99","$40,045.43","$259,769.42","3,635.36"
+19-4000,"Life, Physical, and Social Science Technicians",5.00,4.80,"$392,179.13","$82,594.36","$474,773.50","9,352.47"
+19-5000,Occupational Health and Safety Specialists and Technicians,13.29,12.88,"$981,659.35","$192,940.73","$1,174,600.08","27,101.30"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",28.18,25.33,"$1,655,792.80","$314,066.22","$1,969,859.02","49,111.49"
+21-2000,Religious Workers,13.38,11.59,"$631,248.08","$92,169.52","$723,417.60","26,413.80"
+23-1000,"Lawyers, Judges, and Related Workers",13.62,13.07,"$3,406,548.10","$579,061.33","$3,985,609.42","29,058.90"
+23-2000,Legal Support Workers,8.40,8.04,"$707,937.09","$119,103.13","$827,040.22","15,134.48"
+25-1000,Postsecondary Teachers,8.29,7.52,"$829,646.73","$185,861.20","$1,015,507.92","12,616.82"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",17.64,15.63,"$849,841.42","$170,189.65","$1,020,031.06","30,388.11"
+25-3000,Other Teachers and Instructors,11.78,10.53,"$482,508.35","$94,720.42","$577,228.77","15,226.55"
+25-4000,"Librarians, Curators, and Archivists",0.85,0.75,"$55,051.90","$10,120.82","$65,172.72","1,358.01"
+25-9000,Other Educational Instruction and Library Occupations,9.01,8.03,"$389,749.98","$76,095.44","$465,845.42","12,643.80"
+27-1000,Art and Design Workers,14.90,14.13,"$1,335,146.62","$231,957.75","$1,567,104.36","26,530.53"
+27-2000,"Entertainers and Performers, Sports and Related Workers",11.15,9.85,"$1,229,272.40","$213,971.38","$1,443,243.78","15,489.72"
+27-3000,Media and Communication Workers,13.75,12.94,"$1,578,336.53","$282,224.20","$1,860,560.74","25,249.84"
+27-4000,Media and Communication Equipment Workers,5.04,4.69,"$456,066.87","$81,468.62","$537,535.50","8,498.94"
+29-1000,Healthcare Diagnosing or Treating Practitioners,96.55,89.32,"$13,333,001.02","$2,623,259.91","$15,956,260.92","176,588.90"
+29-2000,Health Technologists and Technicians,47.52,43.68,"$3,042,376.75","$600,250.73","$3,642,627.48","84,475.39"
+29-9000,Other Healthcare Practitioners and Technical Occupations,1.91,1.78,"$156,190.92","$29,518.44","$185,709.36","3,596.99"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",92.01,82.47,"$3,013,395.72","$584,457.12","$3,597,852.84","143,279.56"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.19,2.92,"$157,788.63","$31,400.79","$189,189.41","4,793.29"
+31-9000,Other Healthcare Support Occupations,29.14,26.66,"$1,338,000.32","$254,601.79","$1,592,602.11","47,728.24"
+33-1000,Supervisors of Protective Service Workers,2.50,2.30,"$198,232.18","$36,284.43","$234,516.61","5,200.88"
+33-2000,Firefighting and Prevention Workers,1.35,1.24,"$69,945.72","$12,252.40","$82,198.12","3,372.60"
+33-3000,Law Enforcement Workers,0.54,0.50,"$36,405.58","$8,004.77","$44,410.35","1,194.98"
+33-9000,Other Protective Service Workers,46.12,42.28,"$2,215,492.37","$394,019.62","$2,609,511.99","77,356.31"
+35-1000,Supervisors of Food Preparation and Serving Workers,26.01,20.95,"$1,385,897.96","$199,110.43","$1,585,008.39","43,586.51"
+35-2000,Cooks and Food Preparation Workers,66.56,54.09,"$2,119,011.86","$312,673.85","$2,431,685.71","90,306.10"
+35-3000,Food and Beverage Serving Workers,136.78,110.03,"$3,708,997.91","$525,983.65","$4,234,981.56","150,153.27"
+35-9000,Other Food Preparation and Serving Related Workers,29.51,23.86,"$734,605.04","$104,486.54","$839,091.58","29,248.43"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.14,4.70,"$303,514.10","$52,661.39","$356,175.49","10,233.72"
+37-2000,Building Cleaning and Pest Control Workers,69.50,63.51,"$2,712,964.99","$482,673.61","$3,195,638.59","109,917.27"
+37-3000,Grounds Maintenance Workers,18.01,16.42,"$791,013.67","$138,973.63","$929,987.30","30,504.15"
+39-1000,Supervisors of Personal Care and Service Workers,3.58,3.13,"$223,100.75","$44,199.15","$267,299.90","6,235.91"
+39-2000,Animal Care and Service Workers,4.70,4.10,"$156,242.22","$23,805.87","$180,048.09","6,271.55"
+39-3000,Entertainment Attendants and Related Workers,11.06,9.53,"$348,885.72","$71,787.99","$420,673.71","12,068.09"
+39-4000,Funeral Service Workers,0.78,0.67,"$34,989.81","$5,025.27","$40,015.08","1,195.58"
+39-5000,Personal Appearance Workers,8.91,7.72,"$303,472.05","$45,043.93","$348,515.97","12,087.48"
+39-6000,"Baggage Porters, Bellhops, and Concierges",1.28,1.15,"$58,485.81","$10,013.06","$68,498.87","2,012.42"
+39-7000,Tour and Travel Guides,3.38,3.11,"$170,977.55","$30,813.71","$201,791.26","3,660.95"
+39-9000,Other Personal Care and Service Workers,21.72,18.81,"$597,008.64","$104,904.13","$701,912.76","25,313.68"
+41-1000,Supervisors of Sales Workers,28.21,25.51,"$2,315,755.77","$458,291.36","$2,774,047.14","55,847.58"
+41-2000,Retail Sales Workers,143.75,126.42,"$5,011,087.12","$1,037,920.27","$6,049,007.39","196,580.21"
+41-3000,"Sales Representatives, Services",54.15,51.71,"$5,717,064.48","$962,204.93","$6,679,269.42","108,050.99"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",83.44,80.93,"$9,541,345.42","$1,727,356.10","$11,268,701.51","176,095.50"
+41-9000,Other Sales and Related Workers,14.63,13.82,"$1,279,197.18","$228,102.84","$1,507,300.02","26,075.53"
+43-1000,Supervisors of Office and Administrative Support Workers,42.92,40.75,"$3,820,536.66","$732,312.99","$4,552,849.66","84,343.07"
+43-2000,Communications Equipment Operators,0.80,0.74,"$40,037.03","$7,290.51","$47,327.54","1,348.01"
+43-3000,Financial Clerks,83.73,79.75,"$4,868,133.96","$887,253.03","$5,755,386.99","148,976.48"
+43-4000,Information and Record Clerks,121.05,114.05,"$7,043,801.16","$1,295,022.68","$8,338,823.84","202,617.71"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",97.15,91.15,"$6,432,395.60","$1,682,142.25","$8,114,537.84","187,281.26"
+43-6000,Secretaries and Administrative Assistants,84.71,79.84,"$4,686,419.68","$851,958.54","$5,538,378.22","149,864.66"
+43-9000,Other Office and Administrative Support Workers,97.09,92.04,"$4,317,115.72","$786,101.11","$5,103,216.84","158,506.10"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.17,1.02,"$77,019.06","$18,039.66","$95,058.72","2,429.31"
+45-2000,Agricultural Workers,13.38,11.66,"$563,539.51","$125,786.42","$689,325.92","22,616.45"
+45-3000,Fishing and Hunting Workers,0.05,0.04,"$2,626.53",$836.66,"$3,463.19",77.46
+45-4000,"Forest, Conservation, and Logging Workers",1.34,1.19,"$83,081.24","$24,693.83","$107,775.07","2,797.98"
+47-1000,Supervisors of Construction and Extraction Workers,150.50,145.64,"$7,185,190.37","$1,275,015.03","$8,460,205.40","324,729.72"
+47-2000,Construction Trades Workers,469.55,454.13,"$17,202,103.17","$3,085,433.94","$20,287,537.11","890,553.26"
+47-3000,"Helpers, Construction Trades",10.33,9.98,"$254,761.57","$44,539.46","$299,301.03","16,888.88"
+47-4000,Other Construction and Related Workers,8.94,8.62,"$600,981.13","$119,237.80","$720,218.93","17,818.40"
+47-5000,Extraction Workers,42.87,42.17,"$1,084,569.54","$246,072.71","$1,330,642.25","101,498.31"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",25.65,24.40,"$2,545,456.97","$518,582.11","$3,064,039.08","57,020.82"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",12.84,12.07,"$1,064,096.68","$204,873.99","$1,268,970.67","26,593.78"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",66.55,61.46,"$4,619,827.35","$872,906.79","$5,492,734.14","135,302.07"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",144.49,138.69,"$10,770,178.22","$2,196,060.95","$12,966,239.17","296,755.77"
+51-1000,Supervisors of Production Workers,58.33,57.12,"$6,189,206.04","$1,337,771.77","$7,526,977.81","129,657.95"
+51-2000,Assemblers and Fabricators,231.39,227.18,"$15,498,276.82","$3,314,088.50","$18,812,365.32","454,476.87"
+51-3000,Food Processing Workers,13.43,12.27,"$633,604.36","$133,819.57","$767,423.94","24,004.30"
+51-4000,Metal Workers and Plastic Workers,270.73,265.85,"$19,839,802.06","$4,240,684.80","$24,080,486.86","560,520.30"
+51-5100,Printing Workers,5.00,4.84,"$287,530.11","$57,550.47","$345,080.58","9,361.22"
+51-6000,"Textile, Apparel, and Furnishings Workers",9.56,8.82,"$432,324.03","$77,717.84","$510,041.87","16,469.40"
+51-7000,Woodworkers,6.29,6.10,"$342,910.82","$71,166.80","$414,077.61","12,278.79"
+51-8000,Plant and System Operators,6.66,6.50,"$665,303.26","$192,563.45","$857,866.71","14,084.29"
+51-9000,Other Production Occupations,180.16,175.89,"$12,643,576.04","$2,704,258.45","$15,347,834.49","358,077.44"
+53-1000,Supervisors of Transportation and Material Moving Workers,19.62,18.55,"$1,649,095.38","$325,078.45","$1,974,173.83","41,767.62"
+53-2000,Air Transportation Workers,5.50,5.16,"$1,023,968.34","$253,006.53","$1,276,974.86","10,083.48"
+53-3000,Motor Vehicle Operators,126.44,118.66,"$7,805,244.63","$1,677,141.92","$9,482,386.56","252,506.31"
+53-4000,Rail Transportation Workers,4.21,3.95,"$349,910.74","$105,607.40","$455,518.14","10,032.45"
+53-5000,Water Transportation Workers,5.52,5.16,"$518,864.16","$99,726.47","$618,590.63","12,908.18"
+53-6000,Other Transportation Workers,7.04,6.27,"$311,042.40","$58,638.87","$369,681.27","10,812.89"
+53-7000,Material Moving Workers,245.40,232.16,"$12,517,396.96","$2,396,152.43","$14,913,549.38","418,302.31"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/US/US_2029/tax_results.csv b/Model_Outputs/IMPLAN/US/US_2029/tax_results.csv
index 2ae59e6..33c3077 100644
--- a/Model_Outputs/IMPLAN/US/US_2029/tax_results.csv
+++ b/Model_Outputs/IMPLAN/US/US_2029/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$1,393,692.56","$1,155,746.36","$811,746.75","$7,318,803.68","$43,029,533.61","$53,709,522.95"
-2 - Indirect,"$3,644,066.67","$3,556,151.88","$2,386,083.93","$12,545,883.06","$41,082,596.45","$63,214,782.00"
-3 - Induced,"$4,920,463.63","$4,909,160.94","$3,273,616.27","$15,601,565.06","$40,151,633.52","$68,856,439.42"
-,"$9,958,222.86","$9,621,059.18","$6,471,446.94","$35,466,251.80","$124,263,763.59","$185,780,744.37"
+1 - Direct,"$1,580,488.53","$1,346,551.96","$937,933.77","$7,854,722.52","$43,794,721.58","$55,514,418.37"
+2 - Indirect,"$3,730,339.83","$3,642,169.74","$2,443,509.26","$12,820,340.65","$41,823,020.61","$64,459,380.09"
+3 - Induced,"$4,994,458.66","$4,982,984.89","$3,322,845.16","$15,836,199.02","$40,755,631.51","$69,892,119.24"
+,"$10,305,287.03","$9,971,706.60","$6,704,288.19","$36,511,262.19","$126,373,373.70","$189,865,917.70"
diff --git a/Model_Outputs/IMPLAN/US/US_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 4eb7cf0..12266ee 100644
--- a/Model_Outputs/IMPLAN/US/US_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,868,142.75"
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,500.23"
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,703,363.81"
-4,224,Nonferrous forging,"$5,015,019,698.50","$5,924,498.48"
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,760,058.77"
-6,223,Iron and steel forging,"$12,167,051,489.94","$12,418,321.44"
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,873,967.89"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,649.76"
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,704,498.52"
+4,224,Nonferrous forging,"$5,015,019,698.50","$5,926,550.42"
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,824,617.88"
+6,223,Iron and steel forging,"$12,167,051,489.94","$12,422,923.00"
 7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00"
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,096,763.33"
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$11,014,213.01"
-10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,345,166.44"
-11,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,294,954.93"
-12,221,Custom roll forming,"$3,403,758,221.65","$1,020,706.46"
-13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,284,288.43"
-14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,974,949.95"
-15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,034,348.01"
+8,21,Coal mining,"$40,369,797,410.22","$24,869,208.28"
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,151,760.08"
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$11,023,204.61"
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,345,843.64"
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,295,709.67"
+13,221,Custom roll forming,"$3,403,758,221.65","$1,021,950.38"
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,285,423.49"
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,976,990.65"
diff --git a/Model_Outputs/IMPLAN/US/US_2030/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/US/US_2030/economic_indicators_by_impact.csv
index c10fac5..c14fda1 100644
--- a/Model_Outputs/IMPLAN/US/US_2030/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/US/US_2030/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"3,474.81","$383,119,916.15","$520,851,036.62","$1,300,362,369.86"
-2 - Indirect,"3,491.26","$342,487,733.25","$564,169,573.83","$1,235,940,485.67"
-3 - Induced,"4,462.27","$321,466,601.70","$604,082,466.61","$1,024,368,023.15"
-,"11,428.34","$1,047,074,251.10","$1,689,103,077.06","$3,560,670,878.69"
+1 - Direct,"3,509.80","$388,138,108.77","$539,036,282.45","$1,331,052,369.86"
+2 - Indirect,"3,550.49","$348,795,438.65","$575,114,790.55","$1,256,555,558.94"
+3 - Induced,"4,531.51","$326,455,068.09","$613,454,498.05","$1,040,259,886.63"
+,"11,591.81","$1,063,388,615.51","$1,727,605,571.06","$3,627,867,815.44"
diff --git a/Model_Outputs/IMPLAN/US/US_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 9a99510..e28e47d 100644
--- a/Model_Outputs/IMPLAN/US/US_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,736,470.26",11.27%
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,007.30",3.61%
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,406,773.62",0.29%
-4,224,Nonferrous forging,"$5,015,019,698.50","$11,849,072.48",0.24%
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,522,161.41",0.23%
-6,223,Iron and steel forging,"$12,167,051,489.94","$24,836,814.84",0.20%
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,748,484.64",11.27%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,315.77",3.61%
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,409,114.32",0.29%
+4,224,Nonferrous forging,"$5,015,019,698.50","$11,853,304.99",0.24%
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,655,314.74",0.23%
+6,223,Iron and steel forging,"$12,167,051,489.94","$24,846,306.50",0.20%
 7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00",0.19%
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,195,286.36",0.11%
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$22,028,762.59",0.09%
-10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,690,362.01",0.09%
-11,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,589,941.74",0.07%
-12,221,Custom roll forming,"$3,403,758,221.65","$2,041,461.65",0.06%
-13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,568,628.99",0.06%
-14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,950,000.82",0.05%
-15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,069,003.01",0.05%
-16,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$75,465,400.84",0.05%
-17,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$13,702,267.88",0.05%
-18,21,Coal mining,"$40,369,797,410.22","$19,108,020.87",0.05%
-19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,620,918.69",0.04%
-20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$21,128,504.17",0.04%
-21,23,Iron ore mining,"$4,242,665,589.12","$1,700,482.75",0.04%
-22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$2,009,145.28",0.04%
-23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$3,784,221.35",0.04%
-24,241,Metal heat treating,"$6,751,197,386.48","$2,345,356.39",0.03%
-25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$8,140,612.52",0.03%
-26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$3,227,645.84",0.03%
-27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$10,396,576.73",0.03%
-28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$6,318,476.05",0.03%
-29,239,Machine shops,"$58,418,188,845.25","$17,607,275.38",0.03%
-30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$11,432,219.07",0.03%
-31,315,Motor and generator manufacturing,"$20,631,390,946.06","$6,168,662.36",0.03%
-32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,227,753.64",0.03%
-33,235,Metal cans manufacturing,"$27,208,678,262.97","$7,518,587.46",0.03%
-34,229,Plate work manufacturing,"$15,417,788,320.32","$4,161,218.92",0.03%
-35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$68,439,844.16",0.03%
-36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$1,592,035.56",0.02%
-37,167,Paint and coating manufacturing,"$40,256,103,819.80","$9,639,854.55",0.02%
-38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,534,945.38",0.02%
-39,220,Nonferrous metal foundries,"$14,956,699,164.90","$3,366,424.63",0.02%
-40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$14,887,618.49",0.02%
-41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$3,990,665.43",0.02%
-42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$3,419,224.55",0.02%
-43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$11,270,290.08",0.02%
-44,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$1,558,462.19",0.02%
-45,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$4,547,439.79",0.02%
-46,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$3,178,834.90",0.02%
-47,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$870,297.16",0.02%
-48,109,Knit fabric mills,"$1,209,761,149.04","$203,161.69",0.02%
-49,175,Custom compounding of purchased resins,"$12,008,896,270.80","$1,999,735.54",0.02%
-50,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,111,490.04",0.02%
-51,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$1,860,001.80",0.02%
-52,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$1,106,306.42",0.02%
-53,210,Steel wire drawing,"$6,965,034,108.99","$1,060,710.36",0.02%
-54,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$1,110,921.14",0.02%
-55,199,Other concrete product manufacturing,"$20,872,805,363.99","$3,176,463.88",0.02%
-56,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$65,379,467.60",0.01%
-57,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$2,285,033.96",0.01%
-58,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$27,823,900.14",0.01%
-59,311,Lighting fixture manufacturing,"$13,551,146,025.36","$1,833,621.75",0.01%
-60,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,944,723.24",0.01%
-61,200,Lime manufacturing,"$3,411,426,132.51","$446,404.23",0.01%
-62,201,Gypsum product manufacturing,"$10,849,873,573.69","$1,414,513.33",0.01%
-63,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$2,106,608.77",0.01%
-64,460,Other support services,"$93,493,521,065.46","$11,573,010.63",0.01%
-65,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$3,268,155.55",0.01%
-66,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$1,136,436.01",0.01%
-67,185,Other plastics product manufacturing,"$119,757,914,903.54","$14,348,564.70",0.01%
-68,226,Handtool manufacturing,"$9,269,806,810.85","$1,097,767.48",0.01%
-69,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$889,294.92",0.01%
-70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$3,857,739.05",0.01%
-71,195,Cement manufacturing,"$16,124,794,202.42","$1,766,869.20",0.01%
-72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$166,122.87",0.01%
-73,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$548,473.24",0.01%
-74,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$1,420,662.46",0.01%
-75,138,Paperboard mills,"$37,769,326,092.36","$4,000,479.69",0.01%
-76,188,Other rubber product manufacturing,"$18,947,852,104.12","$1,993,265.50",0.01%
-77,139,Paperboard container manufacturing,"$102,476,045,826.39","$10,734,844.02",0.01%
-78,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$5,767,282.45",0.01%
-79,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$724,296.61",0.01%
-80,131,"Other millwork, including flooring","$11,872,958,758.31","$1,176,066.27",0.01%
-81,32,Metal mining services,"$2,048,448,774.82","$197,182.76",0.01%
-82,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,072,905.77",0.01%
-83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$32,797,473.54",0.01%
-84,152,Industrial gas manufacturing,"$43,958,605,364.15","$4,126,983.94",0.01%
-85,174,Explosives manufacturing,"$3,336,015,892.42","$313,129.30",0.01%
-86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$816,449.68",0.01%
-87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$2,711,707.50",0.01%
-88,125,Wood preservation,"$12,385,421,188.04","$1,084,036.84",0.01%
-89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$997,995.95",0.01%
-90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$807,106.07",0.01%
-91,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$2,516,459.73",0.01%
-92,129,Wood windows and door manufacturing,"$22,029,620,673.99","$1,881,087.68",0.01%
-93,124,Sawmills,"$42,023,969,480.44","$3,553,487.27",0.01%
-94,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$4,243,294.26",0.01%
-95,451,Management of companies and enterprises,"$819,034,418,120.62","$68,603,849.69",0.01%
-96,27,Sand and gravel mining,"$15,322,656,295.20","$1,278,318.88",0.01%
-97,24,Gold ore and silver ore mining,"$14,012,282,637.55","$1,161,716.80",0.01%
-98,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$457,086.44",0.01%
-99,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$718,277.54",0.01%
-100,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$837,023.36",0.01%
-101,230,Metal window and door manufacturing,"$25,916,655,606.62","$2,090,986.55",0.01%
-102,397,Rail transportation,"$92,013,918,170.42","$7,393,589.44",0.01%
-103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$97,525.90",0.01%
-104,186,Tire manufacturing,"$25,656,100,926.70","$2,039,468.52",0.01%
-105,299,Other electronic component manufacturing,"$20,043,941,097.34","$1,592,244.09",0.01%
-106,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$686,713.59",0.01%
-107,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,330,955.64",0.01%
-108,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$6,670,336.96",0.01%
-109,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$12,533,531.72",0.01%
-110,455,Business support services,"$98,531,422,147.59","$7,440,833.26",0.01%
-111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$1,435,184.08",0.01%
-112,457,Investigation and security services,"$87,760,959,501.87","$6,531,033.69",0.01%
-113,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$1,183,630.57",0.01%
-114,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$989,920.52",0.01%
-115,399,Truck transportation,"$517,459,714,328.88","$37,750,149.92",0.01%
-116,16,Commercial logging,"$9,708,016,677.17","$706,606.98",0.01%
-117,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$3,763,104.50",0.01%
-118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$3,449,170.15",0.01%
-119,454,Employment services,"$472,021,118,180.87","$32,869,258.73",0.01%
-120,508,Postal service,"$82,216,438,935.22","$5,608,309.35",0.01%
-121,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$1,803,763.11",0.01%
-122,191,Flat glass manufacturing,"$5,646,246,245.84","$380,357.61",0.01%
-123,25,Other metal ore mining,"$4,177,930,861.03","$281,434.58",0.01%
-124,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$175,235.84",0.01%
-125,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$5,482,065.44",0.01%
-126,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$6,826,359.61",0.01%
-127,26,Stone mining and quarrying,"$22,604,707,721.04","$1,471,575.45",0.01%
-128,237,Hardware manufacturing,"$11,360,442,824.27","$739,402.49",0.01%
-129,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$392,097.47",0.01%
-130,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$357,127.82",0.01%
-131,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$400,159.83",0.01%
-132,404,Warehousing and storage,"$196,283,203,045.69","$12,327,994.78",0.01%
-133,509,Federal electric utilities,"$15,278,393,331.48","$952,676.31",0.01%
-134,403,Couriers and messengers,"$147,389,575,412.04","$9,176,864.11",0.01%
-135,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$612,717.88",0.01%
-136,515,Local government electric utilities,"$63,242,600,402.80","$3,927,100.14",0.01%
-137,512,State government electric utilities,"$2,138,213,300.81","$132,673.15",0.01%
-138,41,Electric power generation - All other,"$598,610,063.76","$37,054.89",0.01%
-139,39,Electric power generation - Geothermal,"$1,089,212,605.47","$67,423.95",0.01%
-140,36,Electric power generation - Nuclear,"$48,600,191,094.94","$3,008,427.37",0.01%
-141,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$9,906,627.52",0.01%
-142,38,Electric power generation - Wind,"$31,436,960,621.21","$1,945,996.72",0.01%
-143,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$690,220.88",0.01%
-144,37,Electric power generation - Solar,"$15,183,687,778.59","$939,893.87",0.01%
-145,40,Electric power generation - Biomass,"$3,248,354,871.06","$201,078.22",0.01%
-146,42,Electric power transmission and distribution,"$454,802,637,163.46","$28,131,345.12",0.01%
-147,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$225,542.56",0.01%
-148,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$341,946.03",0.01%
-149,453,Facilities support services,"$38,362,646,138.12","$2,344,319.05",0.01%
-150,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$1,129,308.68",0.01%
-151,440,Specialized design services,"$61,729,364,047.76","$3,713,807.66",0.01%
-152,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$491,271.79",0.01%
-153,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$13,169,520.94",0.01%
-154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$5,977,114.53",0.01%
-155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$2,173,442.94",0.01%
-156,173,Printing ink manufacturing,"$4,197,932,161.56","$232,677.92",0.01%
-157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$1,237,367.06",0.01%
-158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$2,016,083.64",0.01%
-159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$18,127,791.19",0.01%
-160,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$265,220.65",0.01%
-161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$848,034.75",0.01%
-162,205,Mineral wool manufacturing,"$10,606,371,397.91","$560,758.48",0.01%
-163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$900,686.18",0.01%
-164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$706,776.12",0.01%
-165,168,Adhesive manufacturing,"$19,417,045,098.31","$979,258.37",0.01%
-166,447,"Advertising, public relations, and related services","$221,366,844,538.02","$11,073,292.94",0.01%
-167,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$189,795.06",0.00%
-168,321,Wiring device manufacturing,"$23,088,452,099.69","$1,150,793.58",0.00%
-169,116,Other textile product mills,"$5,849,355,190.48","$290,428.38",0.00%
-170,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$12,474,024.74",0.00%
-171,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$379,782.38",0.00%
-172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$28,481,156.54",0.00%
-173,151,Petrochemical manufacturing,"$213,898,809,710.92","$10,370,664.92",0.00%
-174,43,Natural gas distribution,"$112,805,479,068.56","$5,403,796.79",0.00%
-175,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$1,459,468.02",0.00%
-176,137,Paper mills,"$44,700,830,052.02","$2,124,394.63",0.00%
-177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$7,481,355.03",0.00%
-178,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$13,205,015.71",0.00%
-179,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$4,724,984.74",0.00%
-180,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$12,224,126.82",0.00%
-181,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$18,909,271.89",0.00%
-182,254,Construction machinery manufacturing,"$64,676,876,659.63","$2,929,850.51",0.00%
-183,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$5,925,572.33",0.00%
-184,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$10,047,007.25",0.00%
-185,413,Radio and television broadcasting,"$126,652,960,389.18","$5,660,022.61",0.00%
-186,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$16,429,537.51",0.00%
-187,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$52,645.21",0.00%
-188,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$10,183,587.21",0.00%
-189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$4,172,924.89",0.00%
-190,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$356,938.79",0.00%
-191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,862,760.45",0.00%
-192,110,Textile and fabric finishing mills,"$5,488,614,083.97","$238,987.39",0.00%
-193,448,Photographic services,"$18,611,681,469.69","$810,311.46",0.00%
-194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$21,627,351.55",0.00%
-195,458,Services to buildings,"$184,887,389,840.19","$8,008,151.11",0.00%
-196,437,Legal services,"$482,145,097,198.44","$20,650,251.44",0.00%
-197,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$44,558,043.45",0.00%
-198,144,Printing,"$93,711,787,715.49","$3,962,273.73",0.00%
-199,452,Office administrative services,"$100,789,973,631.90","$4,235,833.08",0.00%
-200,418,"Data processing, hosting, and related services","$490,713,862,620.46","$20,569,084.20",0.00%
-201,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$12,604,504.62",0.00%
-202,406,Periodical publishers,"$28,726,880,599.05","$1,194,877.71",0.00%
-203,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$939,133.18",0.00%
-204,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$10,706,158.71",0.00%
-205,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$12,776,648.34",0.00%
-206,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$214,717.34",0.00%
-207,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$16,688,917.51",0.00%
-208,481,"Independent artists, writers, and performers","$78,191,306,536.76","$3,220,458.65",0.00%
-209,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$3,722,563.89",0.00%
-210,405,Newspaper publishers,"$23,494,267,330.25","$960,656.06",0.00%
-211,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$1,806,621.03",0.00%
-212,456,Travel arrangement and reservation services,"$92,038,956,694.17","$3,727,042.08",0.00%
-213,414,Cable and other subscription programming,"$129,841,466,724.49","$5,242,862.24",0.00%
-214,479,Commercial Sports Except Racing,"$62,631,985,438.99","$2,500,877.29",0.00%
-215,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$4,163,863.02",0.00%
-216,478,Performing arts companies,"$40,958,746,144.37","$1,628,161.83",0.00%
-217,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$159,471.91",0.00%
-218,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$17,193,311.41",0.00%
-219,145,Support activities for printing,"$3,010,426,339.58","$119,186.93",0.00%
-220,10,All other crop farming,"$22,224,392,154.07","$858,182.54",0.00%
-221,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$307,451.91",0.00%
-222,44,"Water, sewage and other systems","$20,702,504,339.27","$797,789.19",0.00%
-223,495,Car washes,"$35,373,724,638.09","$1,362,873.72",0.00%
-224,505,Business and professional associations,"$73,615,227,688.04","$2,835,170.06",0.00%
-225,493,All other food and drinking places,"$276,447,241,992.94","$10,629,025.19",0.00%
-226,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$611,439.15",0.00%
-227,461,Waste management and remediation services,"$177,999,302,351.73","$6,816,075.21",0.00%
-228,490,Other accommodations,"$16,436,225,502.96","$628,477.60",0.00%
-229,491,Full-service restaurants,"$600,936,370,418.40","$22,926,907.69",0.00%
-230,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$359,394.65",0.00%
-231,426,"Insurance carriers, except direct life","$763,623,938,208.92","$28,892,575.43",0.00%
-232,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$991,005.94",0.00%
-233,510,Other federal government enterprises,"$6,854,090,185.53","$257,865.02",0.00%
-234,146,Petroleum refineries,"$685,338,713,966.20","$25,782,030.38",0.00%
-235,63,Wet corn milling,"$38,891,507,770.56","$1,462,833.45",0.00%
-236,513,Other state government enterprises,"$26,495,170,772.45","$995,015.57",0.00%
-237,516,Other local government enterprises,"$353,931,726,040.53","$13,280,827.28",0.00%
-238,391,Retail - Gasoline stores,"$126,195,524,793.46","$4,699,896.56",0.00%
-239,487,Fitness and recreational sports centers,"$40,757,208,080.88","$1,517,321.78",0.00%
-240,459,Landscape and horticultural services,"$165,786,078,305.71","$6,166,901.77",0.00%
-241,462,Elementary and secondary schools,"$74,365,925,030.62","$2,757,071.58",0.00%
-242,476,Child day care services,"$86,623,931,960.28","$3,206,270.95",0.00%
-243,486,Other amusement and recreation industries,"$73,097,118,023.77","$2,704,678.41",0.00%
-244,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$2,777,202.05",0.00%
-245,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$1,280,592.59",0.00%
-246,507,Private households,"$27,265,934,911.83","$1,005,103.17",0.00%
-247,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$355,143.96",0.00%
-248,475,Individual and family services,"$197,385,106,011.81","$7,246,772.54",0.00%
-249,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$4,181,460.47",0.00%
-250,161,Fertilizer mixing,"$6,609,942,413.23","$242,631.13",0.00%
-251,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,905,892.43",0.00%
-252,503,Religious organizations,"$160,924,588,099.97","$5,889,519.84",0.00%
-253,472,Hospitals,"$1,246,642,306,210.30","$45,544,514.33",0.00%
-254,424,Other financial investment activities,"$568,453,393,226.55","$20,689,232.51",0.00%
-255,480,Racing and Track Operation,"$2,466,251,193.93","$89,745.91",0.00%
-256,431,Owner-occupied housing,"$2,353,458,000,000.00","$85,220,876.17",0.00%
-257,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$930,129.73",0.00%
-258,492,Limited-service restaurants,"$662,772,350,208.32","$23,969,785.41",0.00%
-259,488,Bowling centers,"$4,651,609,193.39","$167,521.32",0.00%
-260,464,Other educational services,"$150,226,479,511.36","$5,402,040.35",0.00%
-261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$758,073.90",0.00%
-262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$6,675,199.45",0.00%
-263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,900,817.17",0.00%
-264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$3,497,190.24",0.00%
-265,394,Retail - General merchandise stores,"$308,393,207,557.39","$10,994,450.21",0.00%
-266,502,Other personal services,"$133,455,503,992.02","$4,741,751.60",0.00%
-267,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$885,739.69",0.00%
-268,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,929,549.78",0.00%
-269,499,Personal care services,"$99,129,280,065.60","$3,512,485.58",0.00%
-270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$11,980,736.32",0.00%
-271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$725,239.56",0.00%
-272,466,Offices of dentists,"$187,241,521,354.72","$6,547,031.24",0.00%
-273,425,Direct life insurance carriers,"$118,798,771,122.27","$4,148,932.04",0.00%
-274,410,Software publishers,"$481,752,923,538.80","$16,819,406.11",0.00%
-275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$2,155,025.22",0.00%
-276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$3,254,166.92",0.00%
-277,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$2,575,096.75",0.00%
-278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$4,515,037.92",0.00%
-279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$1,436,749.11",0.00%
-280,465,Offices of physicians,"$710,425,690,758.33","$24,654,243.61",0.00%
-281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$2,497,011.01",0.00%
-282,467,Offices of other health practitioners,"$173,037,357,927.83","$5,988,187.97",0.00%
-283,396,Air transportation,"$328,394,890,891.02","$11,362,443.84",0.00%
-284,102,Wineries,"$27,858,635,866.29","$962,436.52",0.00%
-285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$7,029,601.30",0.00%
-286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$6,854,232.66",0.00%
-287,506,Labor and civic organizations,"$81,538,720,493.49","$2,809,453.09",0.00%
-288,143,All other converted paper product manufacturing,"$7,484,025,289.68","$255,395.22",0.00%
-289,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$8,563,654.52",0.00%
-290,468,Outpatient care centers,"$254,994,924,915.48","$8,697,333.02",0.00%
-291,470,Home health care services,"$148,884,219,821.65","$5,069,937.34",0.00%
-292,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$144,596.22",0.00%
-293,445,Environmental and other technical consulting services,"$89,248,872,652.10","$3,009,862.74",0.00%
-294,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$745,944.95",0.00%
-295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$1,413,907.20",0.00%
-296,65,Fats and oils refining and blending,"$27,186,577,576.39","$914,409.68",0.00%
-297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$3,426,038.35",0.00%
-298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$542,269.06",0.00%
-299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$1,325,193.10",0.00%
-300,484,Amusement parks and arcades,"$27,154,350,236.67","$907,788.55",0.00%
-301,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,081,403.07",0.00%
-302,292,Other communications equipment manufacturing,"$8,476,374,888.63","$281,439.61",0.00%
-303,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$123,818.65",0.00%
-304,401,Pipeline transportation,"$77,957,430,742.25","$2,564,624.58",0.00%
-305,64,Soybean and other oilseed processing,"$76,308,728,857.11","$2,508,053.89",0.00%
-306,93,Other snack food manufacturing,"$38,904,968,131.82","$1,276,158.54",0.00%
-307,514,Local government passenger transit,"$14,082,847,680.82","$461,176.11",0.00%
-308,511,State government passenger transit,"$1,585,108,785.26","$51,908.13",0.00%
-309,101,Breweries,"$37,340,990,790.38","$1,220,828.53",0.00%
-310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$8,707,512.96",0.00%
-311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$2,637,631.51",0.00%
-312,103,Distilleries,"$24,706,251,736.01","$799,726.51",0.00%
-313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$2,803,465.92",0.00%
-314,108,Nonwoven fabric mills,"$8,073,560,162.60","$260,323.35",0.00%
-315,171,Surface active agent manufacturing,"$7,929,977,473.13","$252,631.38",0.00%
-316,91,Tortilla manufacturing,"$6,637,815,191.50","$210,872.30",0.00%
-317,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$411,529.68",0.00%
-318,398,Water transportation,"$76,976,695,291.27","$2,433,386.50",0.00%
-319,100,Manufactured ice,"$1,531,542,683.93","$48,350.34",0.00%
-320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$5,359,588.38",0.00%
-321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$943,306.53",0.00%
-322,449,Veterinary services,"$71,596,357,121.77","$2,256,173.68",0.00%
-323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$8,843,676.89",0.00%
-324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$426,703.43",0.00%
-325,67,Beet sugar manufacturing,"$4,964,816,518.93","$155,862.63",0.00%
-326,193,Glass container manufacturing,"$6,929,253,311.43","$217,136.71",0.00%
-327,444,Management consulting services,"$314,984,356,065.88","$9,855,072.17",0.00%
-328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$624,682.20",0.00%
-329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$2,403,056.26",0.00%
-330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$416,503.00",0.00%
-331,111,Fabric coating mills,"$2,941,340,275.34","$91,676.31",0.00%
-332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$455,098.73",0.00%
-333,3,Vegetable and melon farming,"$30,885,272,746.48","$958,467.06",0.00%
-334,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$182,280.25",0.00%
-335,363,Dental laboratories,"$6,071,164,155.13","$188,310.73",0.00%
-336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$440,233.79",0.00%
-337,60,Flour milling,"$24,410,235,377.89","$754,952.94",0.00%
-338,106,Broadwoven fabric mills,"$6,004,476,568.14","$185,574.37",0.00%
-339,429,Other real estate,"$2,063,772,881,991.79","$63,728,545.28",0.00%
-340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$161,486.11",0.00%
-341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$413,591.88",0.00%
-342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$875,343.99",0.00%
-343,62,Malt manufacturing,"$1,609,185,168.11","$49,230.17",0.00%
-344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$211,818.95",0.00%
-345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$514,550.02",0.00%
-346,409,Greeting card publishing,"$620,260,994.43","$18,760.87",0.00%
-347,68,Sugar cane mills and refining,"$9,295,080,877.39","$280,320.26",0.00%
-348,415,Wired telecommunications carriers,"$312,303,330,075.70","$9,394,453.96",0.00%
-349,83,Poultry processing,"$105,186,301,944.41","$3,157,086.71",0.00%
-350,328,Motor home manufacturing,"$8,213,805,405.62","$246,355.77",0.00%
-351,434,Video tape and disc rental,"$2,056,888,651.68","$61,546.42",0.00%
-352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$193,205.34",0.00%
-353,59,Other animal food manufacturing,"$65,579,824,303.67","$1,949,239.50",0.00%
-354,98,All other food manufacturing,"$57,495,650,042.31","$1,694,491.66",0.00%
-355,18,Commercial hunting and trapping,"$1,457,086,312.35","$42,863.66",0.00%
-356,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$919,180.18",0.00%
-357,500,Death care services,"$21,907,750,073.48","$643,740.11",0.00%
-358,113,Curtain and linen mills,"$2,979,017,369.60","$87,510.66",0.00%
-359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$212,624.08",0.00%
-360,77,Cheese manufacturing,"$78,758,678,813.71","$2,305,166.42",0.00%
-361,412,Sound recording industries,"$31,525,668,537.03","$921,027.29",0.00%
-362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$684,395.52",0.00%
-363,117,Apparel knitting mills,"$1,078,135,943.04","$31,404.50",0.00%
-364,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$51,226.37",0.00%
-365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$1,332,889.78",0.00%
-366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$7,303,353.78",0.00%
-367,13,Poultry and egg production,"$78,014,200,034.51","$2,260,900.72",0.00%
-368,97,Spice and extract manufacturing,"$19,373,537,300.45","$561,256.03",0.00%
-369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$605,381.26",0.00%
-370,12,Dairy cattle and milk production,"$55,960,191,839.82","$1,596,322.85",0.00%
-371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$239,956.69",0.00%
-372,4,Fruit farming,"$27,048,229,916.23","$761,664.25",0.00%
-373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$370,008.33",0.00%
-374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$74,623.54",0.00%
-375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$422,169.56",0.00%
-376,473,Nursing and community care facilities,"$259,557,368,469.24","$7,235,122.79",0.00%
-377,79,Fluid milk manufacturing,"$58,670,165,867.62","$1,630,553.67",0.00%
-378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$110,353.01",0.00%
-379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$211,242.74",0.00%
-380,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$195,475.35",0.00%
-381,122,Footwear manufacturing,"$3,007,443,476.76","$82,973.49",0.00%
-382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$71,521.46",0.00%
-383,344,Boat building,"$16,575,494,394.55","$456,527.02",0.00%
-384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$1,102,829.70",0.00%
-385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$513,892.96",0.00%
-386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$124,710.92",0.00%
-387,75,Canned specialties,"$12,228,701,977.18","$334,239.14",0.00%
-388,407,Book publishers,"$38,981,960,284.47","$1,054,860.35",0.00%
-389,80,Creamery butter manufacturing,"$9,920,387,946.25","$267,946.48",0.00%
-390,298,Electronic connector manufacturing,"$10,285,711,165.08","$276,195.76",0.00%
-391,114,Textile bag and canvas mills,"$5,249,055,341.28","$140,331.65",0.00%
-392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$158,886.49",0.00%
-393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$1,017,402.80",0.00%
-394,85,Meat processed from carcasses,"$97,119,832,558.67","$2,576,225.63",0.00%
-395,104,Tobacco manufacturing,"$54,449,721,766.50","$1,442,427.89",0.00%
-396,2,Grain farming,"$92,515,635,807.06","$2,449,023.30",0.00%
-397,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$439,878.64",0.00%
-398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$282,991.21",0.00%
-399,430,Tenant-occupied housing,"$685,796,968,030.48","$17,943,035.58",0.00%
-400,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$314,130.63",0.00%
-401,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$197,689.33",0.00%
-402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$794,060.95",0.00%
-403,357,Mattress manufacturing,"$9,419,270,908.18","$243,012.52",0.00%
-404,20,Oil and gas extraction,"$440,054,943,164.76","$11,272,553.77",0.00%
-405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$3,209,085.70",0.00%
-406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$3,125,031.86",0.00%
-407,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$400,381.00",0.00%
-408,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$368,115.48",0.00%
-409,411,Motion picture and video industries,"$175,387,116,345.71","$4,360,857.74",0.00%
-410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$461,083.25",0.00%
-411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$280,781.90",0.00%
-412,61,Rice milling,"$4,898,466,736.87","$117,212.05",0.00%
-413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$176,494.46",0.00%
-414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$495,978.13",0.00%
-415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$77,040.03",0.00%
-416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$861,551.77",0.00%
-417,318,Battery manufacturing,"$39,581,382,532.18","$912,330.75",0.00%
-418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$347,993.00",0.00%
-419,141,Stationery product manufacturing,"$6,277,104,685.19","$141,070.41",0.00%
-420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$10,810,632.89",0.00%
-421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$585,121.55",0.00%
-422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$681,497.90",0.00%
-423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$60,404.55",0.00%
-424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$50,040.49",0.00%
-425,1,Oilseed farming,"$49,937,187,262.22","$1,044,262.04",0.00%
-426,136,Pulp mills,"$4,388,558,617.42","$90,209.05",0.00%
-427,17,Commercial fishing,"$6,396,190,709.37","$131,380.52",0.00%
-428,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$753,585.69",0.00%
-429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$1,067,994.74",0.00%
-430,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$1,115,353.20",0.00%
-431,441,Custom computer programming services,"$369,576,048,122.11","$7,329,785.97",0.00%
-432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$220,619.80",0.00%
-433,373,Burial casket manufacturing,"$823,043,789.50","$15,733.67",0.00%
-434,442,Computer systems design services,"$372,342,526,925.07","$6,991,232.91",0.00%
-435,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$388,114.42",0.00%
-436,358,Blind and shade manufacturing,"$2,260,551,655.48","$42,128.78",0.00%
-437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$22,358.02",0.00%
-438,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$412,844.87",0.00%
-439,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$227,927.94",0.00%
-440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$305,151.57",0.00%
-441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$140,295.29",0.00%
-442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$23,465.34",0.00%
-443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$180,110.20",0.00%
-444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$707,805.86",0.00%
-445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$225,377.83",0.00%
-446,313,Major household appliance manufacturing,"$31,013,443,561.11","$468,067.19",0.00%
-447,5,Tree nut farming,"$10,840,952,356.98","$161,486.60",0.00%
-448,265,Industrial mold manufacturing,"$7,530,247,856.23","$109,908.10",0.00%
-449,112,Carpet and rug mills,"$11,693,395,459.88","$168,230.13",0.00%
-450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$205,673.81",0.00%
-451,287,Electronic computer manufacturing,"$59,399,365,371.42","$801,116.54",0.00%
-452,8,Cotton farming,"$5,875,423,327.42","$75,268.82",0.00%
-453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$69,108.31",0.00%
-454,368,Sign manufacturing,"$16,164,025,409.21","$192,487.45",0.00%
-455,353,Wood office furniture manufacturing,"$4,581,758,413.14","$53,646.77",0.00%
-456,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$49,424.32",0.00%
-457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$103,983.61",0.00%
-458,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$75,595.58",0.00%
-459,370,Musical instrument manufacturing,"$2,442,378,807.18","$27,913.28",0.00%
-460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$421,286.48",0.00%
-461,268,Machine tool manufacturing,"$14,689,449,094.47","$164,404.05",0.00%
-462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$162,529.71",0.00%
-463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$165,228.49",0.00%
-464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$34,729.30",0.00%
-465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$66,167.22",0.00%
-466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$123,399.52",0.00%
-467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$326,167.52",0.00%
-468,352,Institutional furniture manufacturing,"$6,520,456,951.78","$48,629.11",0.00%
-469,446,Scientific research and development services,"$1,205,188,770,353.59","$8,921,618.92",0.00%
-470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$136,889.78",0.00%
-471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$48,860.40",0.00%
-472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$62,021.61",0.00%
-473,7,Tobacco farming,"$938,019,405.97","$5,772.47",0.00%
-474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$335,724.18",0.00%
-475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$60,128.42",0.00%
-476,288,Computer storage device manufacturing,"$9,130,764,626.37","$49,765.87",0.00%
-477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$137,745.32",0.00%
-478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$2,538,449.51",0.00%
-479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$118,799.14",0.00%
-480,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$21,444.80",0.00%
-481,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$21,994.64",0.00%
-482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$36,880.39",0.00%
-483,258,Food product machinery manufacturing,"$8,325,550,800.97","$27,694.21",0.00%
-484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$130,406.91",0.00%
-485,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$56,119.26",0.00%
-486,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$100,012.15",0.00%
-487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$82,191.78",0.00%
-488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$43,097.74",0.00%
-489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$146,176.27",0.00%
-490,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$30,691.22",0.00%
-491,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$76,458.66",0.00%
-492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$9,875.79",0.00%
-493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$72,844.03",0.00%
-494,343,Ship building and repairing,"$36,749,502,389.40","$70,758.31",0.00%
-495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$73,973.41",0.00%
-496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$29,635.67",0.00%
-497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$8,676.57",0.00%
-498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$14,532.93",0.00%
-499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$20,023.29",0.00%
-500,337,Aircraft manufacturing,"$153,008,468,478.69","$134,872.28",0.00%
-501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$49,956.64",0.00%
-502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$54,931.28",0.00%
-503,33,Other nonmetallic minerals services,"$3,066,411,048.87","$1,739.54",0.00%
-504,327,Truck trailer manufacturing,"$18,669,883,339.14","$7,000.28",0.00%
-505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$3,961.76",0.00%
-506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$2,610.43",0.00%
-507,30,Drilling oil and gas wells,"$11,827,333,275.53",$424.68,0.00%
+8,21,Coal mining,"$40,369,797,410.22","$51,202,719.63",0.13%
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,308,717.95",0.11%
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,047,309.63",0.09%
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,691,758.99",0.09%
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,591,498.68",0.07%
+13,221,Custom roll forming,"$3,403,758,221.65","$2,044,027.59",0.06%
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,570,970.64",0.06%
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,954,211.06",0.05%
+16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,085,545.54",0.05%
+17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$75,578,399.27",0.05%
+18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$13,721,558.74",0.05%
+19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,623,831.20",0.04%
+20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$21,141,416.13",0.04%
+21,23,Iron ore mining,"$4,242,665,589.12","$1,703,265.55",0.04%
+22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$2,010,385.45",0.04%
+23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$3,797,830.93",0.04%
+24,241,Metal heat treating,"$6,751,197,386.48","$2,353,616.39",0.03%
+25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$8,169,256.96",0.03%
+26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$3,231,151.34",0.03%
+27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$10,408,210.11",0.03%
+28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$6,320,896.21",0.03%
+29,239,Machine shops,"$58,418,188,845.25","$17,660,274.71",0.03%
+30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$11,442,484.51",0.03%
+31,315,Motor and generator manufacturing,"$20,631,390,946.06","$6,170,758.18",0.03%
+32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,229,295.73",0.03%
+33,235,Metal cans manufacturing,"$27,208,678,262.97","$7,530,976.07",0.03%
+34,229,Plate work manufacturing,"$15,417,788,320.32","$4,172,438.51",0.03%
+35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$69,534,336.90",0.03%
+36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$1,595,935.93",0.02%
+37,167,Paint and coating manufacturing,"$40,256,103,819.80","$9,656,839.19",0.02%
+38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,539,786.23",0.02%
+39,220,Nonferrous metal foundries,"$14,956,699,164.90","$3,375,102.14",0.02%
+40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$14,888,204.17",0.02%
+41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$3,993,363.33",0.02%
+42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$3,429,862.96",0.02%
+43,174,Explosives manufacturing,"$3,336,015,892.42","$676,490.06",0.02%
+44,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$11,296,298.95",0.02%
+45,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$1,000,198.57",0.02%
+46,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$1,562,313.46",0.02%
+47,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$4,556,373.67",0.02%
+48,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$3,185,490.37",0.02%
+49,109,Knit fabric mills,"$1,209,761,149.04","$205,524.42",0.02%
+50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$2,015,769.13",0.02%
+51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,113,888.61",0.02%
+52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$1,863,987.19",0.02%
+53,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$1,109,431.15",0.02%
+54,210,Steel wire drawing,"$6,965,034,108.99","$1,069,086.34",0.02%
+55,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$1,113,882.72",0.02%
+56,199,Other concrete product manufacturing,"$20,872,805,363.99","$3,183,298.32",0.02%
+57,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$65,807,691.38",0.01%
+58,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$2,289,492.30",0.01%
+59,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$27,921,796.27",0.01%
+60,311,Lighting fixture manufacturing,"$13,551,146,025.36","$1,841,496.40",0.01%
+61,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,954,333.56",0.01%
+62,200,Lime manufacturing,"$3,411,426,132.51","$450,609.97",0.01%
+63,201,Gypsum product manufacturing,"$10,849,873,573.69","$1,420,612.08",0.01%
+64,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$3,386,218.08",0.01%
+65,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$2,114,539.20",0.01%
+66,460,Other support services,"$93,493,521,065.46","$11,645,201.47",0.01%
+67,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$1,140,582.58",0.01%
+68,185,Other plastics product manufacturing,"$119,757,914,903.54","$14,438,016.56",0.01%
+69,226,Handtool manufacturing,"$9,269,806,810.85","$1,104,201.16",0.01%
+70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$900,733.73",0.01%
+71,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$3,889,965.02",0.01%
+72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$171,464.98",0.01%
+73,195,Cement manufacturing,"$16,124,794,202.42","$1,779,024.17",0.01%
+74,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$551,175.11",0.01%
+75,188,Other rubber product manufacturing,"$18,947,852,104.12","$2,032,570.41",0.01%
+76,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$1,427,414.71",0.01%
+77,138,Paperboard mills,"$37,769,326,092.36","$4,026,384.76",0.01%
+78,139,Paperboard container manufacturing,"$102,476,045,826.39","$10,808,544.13",0.01%
+79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$5,812,445.80",0.01%
+80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$727,792.95",0.01%
+81,131,"Other millwork, including flooring","$11,872,958,758.31","$1,181,368.28",0.01%
+82,32,Metal mining services,"$2,048,448,774.82","$197,865.65",0.01%
+83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$32,961,826.31",0.01%
+84,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,075,109.94",0.01%
+85,152,Industrial gas manufacturing,"$43,958,605,364.15","$4,192,675.46",0.01%
+86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$821,313.73",0.01%
+87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$2,725,233.14",0.01%
+88,125,Wood preservation,"$12,385,421,188.04","$1,093,956.01",0.01%
+89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$1,001,498.77",0.01%
+90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$811,784.27",0.01%
+91,397,Rail transportation,"$92,013,918,170.42","$8,019,596.93",0.01%
+92,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$2,531,208.16",0.01%
+93,451,Management of companies and enterprises,"$819,034,418,120.62","$70,700,986.08",0.01%
+94,129,Wood windows and door manufacturing,"$22,029,620,673.99","$1,890,882.32",0.01%
+95,124,Sawmills,"$42,023,969,480.44","$3,584,235.69",0.01%
+96,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$4,263,231.79",0.01%
+97,27,Sand and gravel mining,"$15,322,656,295.20","$1,289,266.21",0.01%
+98,24,Gold ore and silver ore mining,"$14,012,282,637.55","$1,171,473.30",0.01%
+99,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$461,123.51",0.01%
+100,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$727,387.50",0.01%
+101,186,Tire manufacturing,"$25,656,100,926.70","$2,108,960.53",0.01%
+102,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$839,471.53",0.01%
+103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$99,670.64",0.01%
+104,230,Metal window and door manufacturing,"$25,916,655,606.62","$2,101,186.63",0.01%
+105,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$13,249,630.36",0.01%
+106,299,Other electronic component manufacturing,"$20,043,941,097.34","$1,599,726.85",0.01%
+107,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$690,458.78",0.01%
+108,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,332,138.41",0.01%
+109,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$6,739,635.75",0.01%
+110,455,Business support services,"$98,531,422,147.59","$7,541,531.63",0.01%
+111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$1,440,743.25",0.01%
+112,16,Commercial logging,"$9,708,016,677.17","$730,390.86",0.01%
+113,457,Investigation and security services,"$87,760,959,501.87","$6,591,494.69",0.01%
+114,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$1,188,146.26",0.01%
+115,399,Truck transportation,"$517,459,714,328.88","$38,219,193.07",0.01%
+116,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$993,949.85",0.01%
+117,26,Stone mining and quarrying,"$22,604,707,721.04","$1,631,903.59",0.01%
+118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$3,546,167.80",0.01%
+119,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$3,796,680.76",0.01%
+120,454,Employment services,"$472,021,118,180.87","$33,197,037.06",0.01%
+121,508,Postal service,"$82,216,438,935.22","$5,677,383.84",0.01%
+122,25,Other metal ore mining,"$4,177,930,861.03","$285,573.99",0.01%
+123,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$1,813,015.69",0.01%
+124,191,Flat glass manufacturing,"$5,646,246,245.84","$381,441.77",0.01%
+125,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$176,319.01",0.01%
+126,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$5,543,015.50",0.01%
+127,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$6,879,454.92",0.01%
+128,237,Hardware manufacturing,"$11,360,442,824.27","$750,741.76",0.01%
+129,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$365,294.96",0.01%
+130,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$396,433.22",0.01%
+131,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$1,197,196.46",0.01%
+132,509,Federal electric utilities,"$15,278,393,331.48","$978,728.92",0.01%
+133,515,Local government electric utilities,"$63,242,600,402.80","$4,034,380.65",0.01%
+134,512,State government electric utilities,"$2,138,213,300.81","$136,294.03",0.01%
+135,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$402,224.23",0.01%
+136,404,Warehousing and storage,"$196,283,203,045.69","$12,490,365.47",0.01%
+137,41,Electric power generation - All other,"$598,610,063.76","$38,060.24",0.01%
+138,39,Electric power generation - Geothermal,"$1,089,212,605.47","$69,253.25",0.01%
+139,36,Electric power generation - Nuclear,"$48,600,191,094.94","$3,090,049.94",0.01%
+140,37,Electric power generation - Solar,"$15,183,687,778.59","$965,394.43",0.01%
+141,38,Electric power generation - Wind,"$31,436,960,621.21","$1,998,794.16",0.01%
+142,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$10,175,407.30",0.01%
+143,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$708,947.48",0.01%
+144,40,Electric power generation - Biomass,"$3,248,354,871.06","$206,533.73",0.01%
+145,42,Electric power transmission and distribution,"$454,802,637,163.46","$28,893,817.07",0.01%
+146,403,Couriers and messengers,"$147,389,575,412.04","$9,310,482.59",0.01%
+147,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$617,747.17",0.01%
+148,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$226,384.61",0.01%
+149,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$342,559.01",0.01%
+150,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$517,883.12",0.01%
+151,453,Facilities support services,"$38,362,646,138.12","$2,356,976.89",0.01%
+152,440,Specialized design services,"$61,729,364,047.76","$3,756,643.12",0.01%
+153,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$6,085,267.41",0.01%
+154,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$13,296,273.86",0.01%
+155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$2,184,856.88",0.01%
+156,173,Printing ink manufacturing,"$4,197,932,161.56","$235,350.11",0.01%
+157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$1,248,392.23",0.01%
+158,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$272,769.63",0.01%
+159,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$2,035,242.02",0.01%
+160,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$18,507,866.85",0.01%
+161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$856,793.05",0.01%
+162,205,Mineral wool manufacturing,"$10,606,371,397.91","$562,504.57",0.01%
+163,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,184,111.72",0.01%
+164,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$910,658.74",0.01%
+165,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$713,106.00",0.01%
+166,168,Adhesive manufacturing,"$19,417,045,098.31","$987,230.96",0.01%
+167,447,"Advertising, public relations, and related services","$221,366,844,538.02","$11,229,450.41",0.01%
+168,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$12,730,594.44",0.01%
+169,116,Other textile product mills,"$5,849,355,190.48","$294,688.17",0.01%
+170,321,Wiring device manufacturing,"$23,088,452,099.69","$1,157,793.40",0.01%
+171,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$190,420.95",0.01%
+172,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$383,983.90",0.00%
+173,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$28,966,148.55",0.00%
+174,151,Petrochemical manufacturing,"$213,898,809,710.92","$10,570,119.82",0.00%
+175,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$13,069,828.31",0.00%
+176,43,Natural gas distribution,"$112,805,479,068.56","$5,495,780.51",0.00%
+177,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$1,485,226.46",0.00%
+178,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$7,627,181.29",0.00%
+179,137,Paper mills,"$44,700,830,052.02","$2,156,540.13",0.00%
+180,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$13,345,614.75",0.00%
+181,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$4,804,570.69",0.00%
+182,254,Construction machinery manufacturing,"$64,676,876,659.63","$3,003,491.50",0.00%
+183,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$19,186,644.52",0.00%
+184,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$10,607,695.72",0.00%
+185,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$6,020,368.52",0.00%
+186,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$10,234,509.07",0.00%
+187,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$16,776,403.28",0.00%
+188,413,Radio and television broadcasting,"$126,652,960,389.18","$5,741,745.44",0.00%
+189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$4,271,583.05",0.00%
+190,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,906,306.26",0.00%
+191,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$53,056.42",0.00%
+192,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$361,023.58",0.00%
+193,458,Services to buildings,"$184,887,389,840.19","$8,213,870.65",0.00%
+194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$22,062,145.93",0.00%
+195,448,Photographic services,"$18,611,681,469.69","$822,540.82",0.00%
+196,110,Textile and fabric finishing mills,"$5,488,614,083.97","$241,784.59",0.00%
+197,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$423,780.52",0.00%
+198,161,Fertilizer mixing,"$6,609,942,413.23","$289,894.06",0.00%
+199,437,Legal services,"$482,145,097,198.44","$21,063,414.48",0.00%
+200,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$45,514,910.50",0.00%
+201,144,Printing,"$93,711,787,715.49","$4,020,993.30",0.00%
+202,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$17,337,244.75",0.00%
+203,452,Office administrative services,"$100,789,973,631.90","$4,310,958.56",0.00%
+204,418,"Data processing, hosting, and related services","$490,713,862,620.46","$20,828,651.57",0.00%
+205,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$12,796,829.33",0.00%
+206,406,Periodical publishers,"$28,726,880,599.05","$1,212,528.73",0.00%
+207,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$10,865,175.33",0.00%
+208,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$12,958,199.19",0.00%
+209,481,"Independent artists, writers, and performers","$78,191,306,536.76","$3,270,398.05",0.00%
+210,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$217,356.58",0.00%
+211,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$3,777,120.12",0.00%
+212,456,Travel arrangement and reservation services,"$92,038,956,694.17","$3,821,335.68",0.00%
+213,405,Newspaper publishers,"$23,494,267,330.25","$974,795.33",0.00%
+214,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$1,828,732.69",0.00%
+215,414,Cable and other subscription programming,"$129,841,466,724.49","$5,319,399.04",0.00%
+216,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$4,233,392.85",0.00%
+217,479,Commercial Sports Except Racing,"$62,631,985,438.99","$2,538,650.93",0.00%
+218,478,Performing arts companies,"$40,958,746,144.37","$1,655,261.24",0.00%
+219,145,Support activities for printing,"$3,010,426,339.58","$121,371.98",0.00%
+220,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$17,473,630.64",0.00%
+221,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$160,502.18",0.00%
+222,10,All other crop farming,"$22,224,392,154.07","$873,905.63",0.00%
+223,505,Business and professional associations,"$73,615,227,688.04","$2,892,623.92",0.00%
+224,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$312,673.07",0.00%
+225,495,Car washes,"$35,373,724,638.09","$1,382,940.44",0.00%
+226,146,Petroleum refineries,"$685,338,713,966.20","$26,792,248.20",0.00%
+227,44,"Water, sewage and other systems","$20,702,504,339.27","$808,756.23",0.00%
+228,493,All other food and drinking places,"$276,447,241,992.94","$10,796,589.92",0.00%
+229,461,Waste management and remediation services,"$177,999,302,351.73","$6,933,584.05",0.00%
+230,490,Other accommodations,"$16,436,225,502.96","$638,108.57",0.00%
+231,491,Full-service restaurants,"$600,936,370,418.40","$23,289,181.55",0.00%
+232,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$613,176.93",0.00%
+233,510,Other federal government enterprises,"$6,854,090,185.53","$263,569.39",0.00%
+234,426,"Insurance carriers, except direct life","$763,623,938,208.92","$29,364,064.73",0.00%
+235,424,Other financial investment activities,"$568,453,393,226.55","$21,811,812.37",0.00%
+236,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$1,006,061.08",0.00%
+237,63,Wet corn milling,"$38,891,507,770.56","$1,482,835.62",0.00%
+238,513,Other state government enterprises,"$26,495,170,772.45","$1,009,712.42",0.00%
+239,516,Other local government enterprises,"$353,931,726,040.53","$13,476,092.43",0.00%
+240,459,Landscape and horticultural services,"$165,786,078,305.71","$6,309,788.34",0.00%
+241,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$359,724.85",0.00%
+242,391,Retail - Gasoline stores,"$126,195,524,793.46","$4,777,443.85",0.00%
+243,487,Fitness and recreational sports centers,"$40,757,208,080.88","$1,540,647.95",0.00%
+244,462,Elementary and secondary schools,"$74,365,925,030.62","$2,800,028.74",0.00%
+245,476,Child day care services,"$86,623,931,960.28","$3,256,136.85",0.00%
+246,486,Other amusement and recreation industries,"$73,097,118,023.77","$2,747,648.41",0.00%
+247,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$2,820,414.46",0.00%
+248,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$1,298,728.17",0.00%
+249,507,Private households,"$27,265,934,911.83","$1,020,766.70",0.00%
+250,475,Individual and family services,"$197,385,106,011.81","$7,359,531.37",0.00%
+251,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$4,246,537.99",0.00%
+252,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,939,167.03",0.00%
+253,503,Religious organizations,"$160,924,588,099.97","$5,981,137.90",0.00%
+254,472,Hospitals,"$1,246,642,306,210.30","$46,251,086.72",0.00%
+255,480,Racing and Track Operation,"$2,466,251,193.93","$91,142.01",0.00%
+256,431,Owner-occupied housing,"$2,353,458,000,000.00","$86,544,663.64",0.00%
+257,492,Limited-service restaurants,"$662,772,350,208.32","$24,339,410.56",0.00%
+258,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$940,439.79",0.00%
+259,488,Bowling centers,"$4,651,609,193.39","$170,130.12",0.00%
+260,464,Other educational services,"$150,226,479,511.36","$5,486,210.68",0.00%
+261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$769,846.52",0.00%
+262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$6,778,985.84",0.00%
+263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,930,223.02",0.00%
+264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$3,551,289.03",0.00%
+265,394,Retail - General merchandise stores,"$308,393,207,557.39","$11,168,350.54",0.00%
+266,502,Other personal services,"$133,455,503,992.02","$4,815,712.72",0.00%
+267,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$899,391.45",0.00%
+268,499,Personal care services,"$99,129,280,065.60","$3,566,989.99",0.00%
+269,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,957,569.62",0.00%
+270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$12,169,056.20",0.00%
+271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$735,861.91",0.00%
+272,466,Offices of dentists,"$187,241,521,354.72","$6,648,480.68",0.00%
+273,425,Direct life insurance carriers,"$118,798,771,122.27","$4,213,558.06",0.00%
+274,410,Software publishers,"$481,752,923,538.80","$17,061,580.44",0.00%
+275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$2,191,549.41",0.00%
+276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$3,308,790.32",0.00%
+277,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$4,589,722.82",0.00%
+278,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$2,615,100.96",0.00%
+279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$1,460,362.42",0.00%
+280,465,Offices of physicians,"$710,425,690,758.33","$25,036,670.21",0.00%
+281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$2,531,916.20",0.00%
+282,396,Air transportation,"$328,394,890,891.02","$11,545,389.49",0.00%
+283,467,Offices of other health practitioners,"$173,037,357,927.83","$6,081,191.27",0.00%
+284,102,Wineries,"$27,858,635,866.29","$977,451.95",0.00%
+285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$7,141,815.98",0.00%
+286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$6,963,232.04",0.00%
+287,506,Labor and civic organizations,"$81,538,720,493.49","$2,853,066.07",0.00%
+288,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$8,696,999.54",0.00%
+289,468,Outpatient care centers,"$254,994,924,915.48","$8,832,315.50",0.00%
+290,470,Home health care services,"$148,884,219,821.65","$5,148,569.39",0.00%
+291,143,All other converted paper product manufacturing,"$7,484,025,289.68","$258,778.91",0.00%
+292,445,Environmental and other technical consulting services,"$89,248,872,652.10","$3,080,806.65",0.00%
+293,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$757,959.33",0.00%
+294,401,Pipeline transportation,"$77,957,430,742.25","$2,664,106.14",0.00%
+295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$1,435,824.64",0.00%
+296,65,Fats and oils refining and blending,"$27,186,577,576.39","$928,748.02",0.00%
+297,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$146,299.39",0.00%
+298,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$3,478,966.64",0.00%
+299,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$551,721.69",0.00%
+300,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$443,780.88",0.00%
+301,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$1,346,472.51",0.00%
+302,484,Amusement parks and arcades,"$27,154,350,236.67","$922,075.46",0.00%
+303,292,Other communications equipment manufacturing,"$8,476,374,888.63","$285,163.32",0.00%
+304,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,082,729.98",0.00%
+305,64,Soybean and other oilseed processing,"$76,308,728,857.11","$2,544,783.98",0.00%
+306,93,Other snack food manufacturing,"$38,904,968,131.82","$1,295,970.33",0.00%
+307,514,Local government passenger transit,"$14,082,847,680.82","$468,849.59",0.00%
+308,511,State government passenger transit,"$1,585,108,785.26","$52,771.83",0.00%
+309,101,Breweries,"$37,340,990,790.38","$1,239,768.25",0.00%
+310,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$124,775.25",0.00%
+311,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$8,839,110.76",0.00%
+312,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$2,678,522.70",0.00%
+313,103,Distilleries,"$24,706,251,736.01","$812,220.09",0.00%
+314,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$2,846,772.82",0.00%
+315,108,Nonwoven fabric mills,"$8,073,560,162.60","$264,480.90",0.00%
+316,398,Water transportation,"$76,976,695,291.27","$2,515,823.99",0.00%
+317,171,Surface active agent manufacturing,"$7,929,977,473.13","$256,163.07",0.00%
+318,91,Tortilla manufacturing,"$6,637,815,191.50","$214,142.56",0.00%
+319,400,Transit and ground passenger transportation,"$169,895,344,811.88","$5,447,898.42",0.00%
+320,100,Manufactured ice,"$1,531,542,683.93","$49,099.49",0.00%
+321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$957,940.29",0.00%
+322,449,Veterinary services,"$71,596,357,121.77","$2,291,128.05",0.00%
+323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$8,978,545.84",0.00%
+324,444,Management consulting services,"$314,984,356,065.88","$10,052,773.38",0.00%
+325,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$433,313.77",0.00%
+326,67,Beet sugar manufacturing,"$4,964,816,518.93","$158,278.44",0.00%
+327,193,Glass container manufacturing,"$6,929,253,311.43","$220,611.65",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$634,421.26",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$2,440,363.23",0.00%
+330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$422,955.03",0.00%
+331,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$185,372.50",0.00%
+332,111,Fabric coating mills,"$2,941,340,275.34","$92,719.84",0.00%
+333,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$462,142.30",0.00%
+334,3,Vegetable and melon farming,"$30,885,272,746.48","$973,326.81",0.00%
+335,363,Dental laboratories,"$6,071,164,155.13","$191,228.62",0.00%
+336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$447,095.35",0.00%
+337,60,Flour milling,"$24,410,235,377.89","$766,666.10",0.00%
+338,106,Broadwoven fabric mills,"$6,004,476,568.14","$188,510.88",0.00%
+339,429,Other real estate,"$2,063,772,881,991.79","$64,717,338.11",0.00%
+340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$163,991.30",0.00%
+341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$419,999.01",0.00%
+342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$891,286.52",0.00%
+343,62,Malt manufacturing,"$1,609,185,168.11","$49,994.50",0.00%
+344,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$522,519.14",0.00%
+345,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$215,061.75",0.00%
+346,409,Greeting card publishing,"$620,260,994.43","$19,053.68",0.00%
+347,68,Sugar cane mills and refining,"$9,295,080,877.39","$284,663.81",0.00%
+348,415,Wired telecommunications carriers,"$312,303,330,075.70","$9,531,545.25",0.00%
+349,83,Poultry processing,"$105,186,301,944.41","$3,206,088.61",0.00%
+350,328,Motor home manufacturing,"$8,213,805,405.62","$250,141.24",0.00%
+351,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$951,578.95",0.00%
+352,434,Video tape and disc rental,"$2,056,888,651.68","$62,501.09",0.00%
+353,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$196,204.73",0.00%
+354,59,Other animal food manufacturing,"$65,579,824,303.67","$1,980,005.73",0.00%
+355,98,All other food manufacturing,"$57,495,650,042.31","$1,720,767.20",0.00%
+356,18,Commercial hunting and trapping,"$1,457,086,312.35","$43,527.65",0.00%
+357,500,Death care services,"$21,907,750,073.48","$653,679.64",0.00%
+358,113,Curtain and linen mills,"$2,979,017,369.60","$88,859.84",0.00%
+359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$215,918.10",0.00%
+360,77,Cheese manufacturing,"$78,758,678,813.71","$2,341,030.24",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$935,665.60",0.00%
+362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$695,065.90",0.00%
+363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$52,050.59",0.00%
+364,117,Apparel knitting mills,"$1,078,135,943.04","$31,884.84",0.00%
+365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$1,353,562.41",0.00%
+366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$7,416,400.43",0.00%
+367,13,Poultry and egg production,"$78,014,200,034.51","$2,295,994.27",0.00%
+368,97,Spice and extract manufacturing,"$19,373,537,300.45","$569,981.14",0.00%
+369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$611,987.60",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$1,621,187.61",0.00%
+371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$243,050.33",0.00%
+372,4,Fruit farming,"$27,048,229,916.23","$773,496.32",0.00%
+373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$375,792.89",0.00%
+374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$75,789.35",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$428,731.33",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$7,346,746.67",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$1,655,899.41",0.00%
+378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$112,164.77",0.00%
+379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$214,500.26",0.00%
+380,122,Footwear manufacturing,"$3,007,443,476.76","$84,246.16",0.00%
+381,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$72,602.10",0.00%
+382,344,Boat building,"$16,575,494,394.55","$463,718.63",0.00%
+383,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$197,908.54",0.00%
+384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$1,120,066.50",0.00%
+385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$521,894.11",0.00%
+386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$126,735.84",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$339,427.66",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$1,071,508.83",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$272,131.62",0.00%
+390,114,Textile bag and canvas mills,"$5,249,055,341.28","$142,695.06",0.00%
+391,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$161,295.67",0.00%
+392,298,Electronic connector manufacturing,"$10,285,711,165.08","$278,577.63",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$1,033,221.07",0.00%
+394,85,Meat processed from carcasses,"$97,119,832,558.67","$2,616,135.35",0.00%
+395,104,Tobacco manufacturing,"$54,449,721,766.50","$1,464,660.06",0.00%
+396,2,Grain farming,"$92,515,635,807.06","$2,486,401.65",0.00%
+397,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$287,372.17",0.00%
+398,430,Tenant-occupied housing,"$685,796,968,030.48","$18,220,112.35",0.00%
+399,20,Oil and gas extraction,"$440,054,943,164.76","$11,688,865.46",0.00%
+400,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$441,941.42",0.00%
+401,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$200,757.52",0.00%
+402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$806,547.88",0.00%
+403,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$315,470.37",0.00%
+404,357,Mattress manufacturing,"$9,419,270,908.18","$246,735.05",0.00%
+405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$3,258,987.78",0.00%
+406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$3,173,640.50",0.00%
+407,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$374,299.22",0.00%
+408,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$405,138.86",0.00%
+409,411,Motion picture and video industries,"$175,387,116,345.71","$4,426,969.30",0.00%
+410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$468,479.91",0.00%
+411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$285,155.58",0.00%
+412,61,Rice milling,"$4,898,466,736.87","$119,029.14",0.00%
+413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$179,272.82",0.00%
+414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$503,752.21",0.00%
+415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$78,222.52",0.00%
+416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$875,874.06",0.00%
+417,318,Battery manufacturing,"$39,581,382,532.18","$924,996.25",0.00%
+418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$352,764.64",0.00%
+419,141,Stationery product manufacturing,"$6,277,104,685.19","$143,103.54",0.00%
+420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$11,153,233.30",0.00%
+421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$594,454.07",0.00%
+422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$691,763.20",0.00%
+423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$61,455.48",0.00%
+424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$50,809.86",0.00%
+425,1,Oilseed farming,"$49,937,187,262.22","$1,059,580.92",0.00%
+426,17,Commercial fishing,"$6,396,190,709.37","$133,455.62",0.00%
+427,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$1,167,517.51",0.00%
+428,136,Pulp mills,"$4,388,558,617.42","$91,104.98",0.00%
+429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$1,076,487.76",0.00%
+430,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$754,227.32",0.00%
+431,441,Custom computer programming services,"$369,576,048,122.11","$7,420,504.76",0.00%
+432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$220,732.02",0.00%
+433,373,Burial casket manufacturing,"$823,043,789.50","$15,977.33",0.00%
+434,442,Computer systems design services,"$372,342,526,925.07","$7,081,001.32",0.00%
+435,358,Blind and shade manufacturing,"$2,260,551,655.48","$42,772.23",0.00%
+436,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$389,944.75",0.00%
+437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$22,710.41",0.00%
+438,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$231,333.08",0.00%
+439,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$414,417.20",0.00%
+440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$309,891.83",0.00%
+441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$142,223.05",0.00%
+442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$23,834.67",0.00%
+443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$180,794.55",0.00%
+444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$714,992.69",0.00%
+445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$228,891.02",0.00%
+446,313,Major household appliance manufacturing,"$31,013,443,561.11","$474,361.56",0.00%
+447,5,Tree nut farming,"$10,840,952,356.98","$163,993.54",0.00%
+448,265,Industrial mold manufacturing,"$7,530,247,856.23","$111,107.32",0.00%
+449,112,Carpet and rug mills,"$11,693,395,459.88","$170,150.36",0.00%
+450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$208,906.04",0.00%
+451,287,Electronic computer manufacturing,"$59,399,365,371.42","$805,122.30",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$76,231.62",0.00%
+453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$69,647.38",0.00%
+454,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$52,083.29",0.00%
+455,368,Sign manufacturing,"$16,164,025,409.21","$195,039.00",0.00%
+456,353,Wood office furniture manufacturing,"$4,581,758,413.14","$53,666.52",0.00%
+457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$104,028.23",0.00%
+458,370,Musical instrument manufacturing,"$2,442,378,807.18","$28,357.86",0.00%
+459,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$75,677.08",0.00%
+460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$425,720.25",0.00%
+461,268,Machine tool manufacturing,"$14,689,449,094.47","$164,973.97",0.00%
+462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$165,036.54",0.00%
+463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$167,640.68",0.00%
+464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$35,373.46",0.00%
+465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$67,690.43",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$124,514.04",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$330,901.73",0.00%
+468,446,Scientific research and development services,"$1,205,188,770,353.59","$9,100,192.28",0.00%
+469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$48,699.52",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$137,853.88",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$49,220.66",0.00%
+472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$62,696.39",0.00%
+473,7,Tobacco farming,"$938,019,405.97","$5,861.90",0.00%
+474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$340,595.10",0.00%
+475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$61,424.86",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$50,429.88",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$138,591.67",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$2,577,481.81",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$120,636.35",0.00%
+480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$22,307.98",0.00%
+481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$21,709.77",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$37,295.81",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$27,946.78",0.00%
+484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$130,591.67",0.00%
+485,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$101,575.95",0.00%
+486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$56,387.57",0.00%
+487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$82,998.44",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$43,239.19",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$147,332.29",0.00%
+490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$77,507.93",0.00%
+491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$30,767.73",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$9,972.26",0.00%
+493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$73,936.81",0.00%
+494,343,Ship building and repairing,"$36,749,502,389.40","$72,939.08",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$75,929.99",0.00%
+496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$30,213.27",0.00%
+497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$9,081.64",0.00%
+498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$14,717.97",0.00%
+499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$20,240.46",0.00%
+500,337,Aircraft manufacturing,"$153,008,468,478.69","$135,342.27",0.00%
+501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$50,291.97",0.00%
+502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$66,824.82",0.00%
+503,33,Other nonmetallic minerals services,"$3,066,411,048.87","$2,118.66",0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$7,121.02",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$4,017.09",0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$2,644.27",0.00%
+507,30,Drilling oil and gas wells,"$11,827,333,275.53",$458.39,0.00%
 508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
-509,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
-510,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
-511,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
-512,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
-513,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
-514,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
-515,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
-516,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
-517,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-518,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
-519,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
-520,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
-521,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-522,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
-523,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
-524,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
-525,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-526,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-527,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
-528,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+509,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+510,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+511,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+512,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+513,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+514,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+515,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+516,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+517,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+518,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+519,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+520,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+521,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+522,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+523,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+524,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+525,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+526,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+527,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+528,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/US/US_2030/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/US/US_2030/occupation_impacts_table.csv
index c6df967..e2bcf57 100644
--- a/Model_Outputs/IMPLAN/US/US_2030/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/US/US_2030/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,250.35,236.29,"$48,047,956.75","$8,789,109.66","$56,837,066.41","555,042.65"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",79.28,76.04,"$17,839,867.31","$3,254,270.24","$21,094,137.55","170,401.24"
-11-3000,Operations Specialties Managers,192.00,185.88,"$41,746,223.06","$7,864,379.23","$49,610,602.29","413,102.72"
-11-9000,Other Management Occupations,242.25,230.24,"$37,347,930.68","$6,911,869.82","$44,259,800.51","515,692.67"
-13-1000,Business Operations Specialists,505.28,484.78,"$59,543,589.47","$10,900,338.67","$70,443,928.14","1,007,122.42"
-13-2000,Financial Specialists,171.37,165.42,"$24,162,665.80","$4,193,955.24","$28,356,621.04","343,256.58"
-15-1200,Computer Occupations,219.72,211.31,"$35,306,018.19","$6,064,160.00","$41,370,178.18","437,486.23"
-15-2000,Mathematical Science Occupations,18.83,18.17,"$3,142,756.64","$549,762.41","$3,692,519.05","37,310.20"
-17-1000,"Architects, Surveyors, and Cartographers",7.37,7.09,"$795,542.44","$132,045.02","$927,587.46","14,975.25"
-17-2000,Engineers,291.56,285.71,"$44,328,126.52","$9,164,164.23","$53,492,290.75","613,173.03"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",78.55,76.89,"$7,799,378.87","$1,628,141.51","$9,427,520.37","157,660.19"
-19-1000,Life Scientists,7.92,7.47,"$998,119.69","$184,095.58","$1,182,215.27","15,640.36"
-19-2000,Physical Scientists,6.79,6.58,"$967,634.24","$197,401.15","$1,165,035.39","13,669.48"
-19-3000,Social Scientists and Related Workers,3.91,3.61,"$431,860.56","$78,734.43","$510,595.00","7,152.54"
-19-4000,"Life, Physical, and Social Science Technicians",9.57,9.18,"$766,801.93","$161,305.28","$928,107.21","17,840.36"
-19-5000,Occupational Health and Safety Specialists and Technicians,18.04,17.47,"$1,926,405.73","$377,637.10","$2,304,042.84","36,866.06"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",55.52,49.92,"$3,262,092.72","$618,799.44","$3,880,892.15","96,778.30"
-21-2000,Religious Workers,26.37,22.84,"$1,244,371.42","$181,690.25","$1,426,061.67","52,071.78"
-23-1000,"Lawyers, Judges, and Related Workers",25.99,24.93,"$6,689,770.92","$1,137,415.33","$7,827,186.25","55,393.32"
-23-2000,Legal Support Workers,16.30,15.60,"$1,389,903.97","$233,849.01","$1,623,752.97","29,383.57"
-25-1000,Postsecondary Teachers,16.34,14.82,"$1,635,533.90","$366,405.51","$2,001,939.41","24,872.89"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",34.77,30.82,"$1,675,371.62","$335,511.90","$2,010,883.52","59,908.75"
-25-3000,Other Teachers and Instructors,23.24,20.78,"$951,747.81","$186,825.72","$1,138,573.53","30,040.45"
-25-4000,"Librarians, Curators, and Archivists",1.68,1.48,"$108,475.12","$19,944.23","$128,419.35","2,676.26"
-25-9000,Other Educational Instruction and Library Occupations,17.76,15.83,"$768,225.07","$149,995.16","$918,220.23","24,926.72"
-27-1000,Art and Design Workers,28.68,27.19,"$2,633,748.33","$457,756.30","$3,091,504.62","51,018.40"
-27-2000,"Entertainers and Performers, Sports and Related Workers",21.98,19.42,"$2,423,373.80","$421,839.51","$2,845,213.30","30,533.60"
-27-3000,Media and Communication Workers,26.79,25.20,"$3,112,433.31","$556,709.56","$3,669,142.86","49,151.23"
-27-4000,Media and Communication Equipment Workers,9.92,9.21,"$896,593.96","$160,256.18","$1,056,850.14","16,709.75"
-29-1000,Healthcare Diagnosing or Treating Practitioners,190.36,176.10,"$26,283,895.28","$5,171,437.83","$31,455,333.11","348,147.47"
-29-2000,Health Technologists and Technicians,93.67,86.09,"$5,996,367.89","$1,183,116.23","$7,179,484.12","166,514.69"
-29-9000,Other Healthcare Practitioners and Technical Occupations,3.76,3.50,"$307,478.04","$58,118.86","$365,596.90","7,084.55"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",181.43,162.62,"$5,941,845.91","$1,152,428.98","$7,094,274.88","282,516.56"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,6.29,5.76,"$311,035.04","$61,899.56","$372,934.60","9,449.58"
-31-9000,Other Healthcare Support Occupations,57.44,52.55,"$2,637,752.81","$501,932.12","$3,139,684.93","94,096.48"
-33-1000,Supervisors of Protective Service Workers,4.94,4.54,"$391,513.52","$71,637.43","$463,150.95","10,286.83"
-33-2000,Firefighting and Prevention Workers,2.68,2.46,"$138,938.46","$24,330.12","$163,268.58","6,701.73"
-33-3000,Law Enforcement Workers,1.07,0.98,"$71,825.22","$15,740.79","$87,566.02","2,364.94"
-33-9000,Other Protective Service Workers,89.95,82.39,"$4,376,395.60","$778,099.79","$5,154,495.39","150,838.31"
-35-1000,Supervisors of Food Preparation and Serving Workers,51.26,41.29,"$2,731,375.00","$392,385.46","$3,123,760.46","85,909.04"
-35-2000,Cooks and Food Preparation Workers,129.93,105.38,"$4,177,301.98","$616,388.85","$4,793,690.83","176,067.80"
-35-3000,Food and Beverage Serving Workers,269.64,216.91,"$7,311,361.27","$1,036,842.37","$8,348,203.64","295,995.33"
-35-9000,Other Food Preparation and Serving Related Workers,58.17,47.04,"$1,447,960.97","$205,957.02","$1,653,917.99","57,653.14"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,9.94,9.06,"$595,804.65","$103,381.02","$699,185.67","19,763.64"
-37-2000,Building Cleaning and Pest Control Workers,132.05,120.41,"$5,336,270.54","$949,406.29","$6,285,676.83","208,577.74"
-37-3000,Grounds Maintenance Workers,34.02,30.94,"$1,552,391.77","$272,778.06","$1,825,169.84","57,626.39"
-39-1000,Supervisors of Personal Care and Service Workers,7.06,6.17,"$439,703.83","$87,123.26","$526,827.09","12,291.13"
-39-2000,Animal Care and Service Workers,9.26,8.08,"$307,988.64","$46,925.44","$354,914.08","12,362.66"
-39-3000,Entertainment Attendants and Related Workers,21.80,18.78,"$687,698.10","$141,527.18","$829,225.28","23,790.73"
-39-4000,Funeral Service Workers,1.53,1.32,"$68,990.31","$9,908.62","$78,898.93","2,357.39"
-39-5000,Personal Appearance Workers,17.56,15.21,"$598,300.77","$88,804.14","$687,104.92","23,830.62"
-39-6000,"Baggage Porters, Bellhops, and Concierges",2.52,2.28,"$115,367.72","$19,750.79","$135,118.51","3,970.03"
-39-7000,Tour and Travel Guides,6.66,6.12,"$336,245.90","$60,598.73","$396,844.63","7,200.18"
-39-9000,Other Personal Care and Service Workers,42.83,37.07,"$1,176,913.31","$206,805.92","$1,383,719.23","49,906.31"
-41-1000,Supervisors of Sales Workers,55.41,50.09,"$4,569,584.18","$904,535.59","$5,474,119.77","109,666.38"
-41-2000,Retail Sales Workers,283.04,248.89,"$9,877,251.40","$2,045,983.74","$11,923,235.14","387,000.50"
-41-3000,"Sales Representatives, Services",100.23,95.64,"$11,228,021.89","$1,890,447.28","$13,118,469.17","199,892.88"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",164.05,159.12,"$18,902,101.29","$3,424,668.75","$22,326,770.03","346,289.63"
-41-9000,Other Sales and Related Workers,28.72,27.12,"$2,531,227.39","$451,736.90","$2,982,964.28","51,188.37"
-43-1000,Supervisors of Office and Administrative Support Workers,77.99,73.92,"$7,541,327.85","$1,445,949.59","$8,987,277.44","153,145.83"
-43-2000,Communications Equipment Operators,1.57,1.46,"$78,932.18","$14,373.59","$93,305.77","2,657.94"
-43-3000,Financial Clerks,145.67,138.46,"$9,601,726.22","$1,750,281.21","$11,352,007.42","259,271.65"
-43-4000,Information and Record Clerks,235.28,221.59,"$13,891,920.39","$2,555,152.11","$16,447,072.50","393,936.97"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",186.48,174.79,"$12,748,451.66","$3,332,022.42","$16,080,474.07","359,325.93"
-43-6000,Secretaries and Administrative Assistants,145.41,136.53,"$9,245,504.84","$1,681,116.92","$10,926,621.76","257,005.72"
-43-9000,Other Office and Administrative Support Workers,163.28,154.23,"$8,524,030.14","$1,552,031.88","$10,076,062.03","266,662.82"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",2.30,2.00,"$151,295.90","$35,415.34","$186,711.23","4,776.25"
-45-2000,Agricultural Workers,26.36,22.97,"$1,109,492.30","$247,692.43","$1,357,184.73","44,548.87"
-45-3000,Fishing and Hunting Workers,0.09,0.08,"$5,177.20","$1,649.16","$6,826.36",152.68
-45-4000,"Forest, Conservation, and Logging Workers",2.61,2.32,"$161,949.36","$48,067.98","$210,017.34","5,456.43"
-47-1000,Supervisors of Construction and Extraction Workers,150.37,145.39,"$13,952,443.52","$2,454,751.85","$16,407,195.37","324,156.74"
-47-2000,Construction Trades Workers,495.21,478.62,"$33,776,627.35","$6,029,520.80","$39,806,148.15","938,586.67"
-47-3000,"Helpers, Construction Trades",10.92,10.54,"$508,110.46","$88,823.35","$596,933.81","17,844.23"
-47-4000,Other Construction and Related Workers,13.04,12.58,"$1,181,643.17","$233,739.40","$1,415,382.56","26,075.61"
-47-5000,Extraction Workers,21.33,20.95,"$1,241,046.02","$277,035.56","$1,518,081.59","51,378.62"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",42.49,40.21,"$4,905,162.32","$995,201.59","$5,900,363.91","94,294.49"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",24.51,23.01,"$2,096,422.43","$403,052.58","$2,499,475.01","50,733.72"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",117.28,107.53,"$8,969,739.56","$1,688,436.10","$10,658,175.65","236,585.65"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",252.39,241.76,"$21,127,633.89","$4,301,031.15","$25,428,665.04","517,511.80"
-51-1000,Supervisors of Production Workers,114.04,111.70,"$12,309,816.48","$2,659,718.62","$14,969,535.10","253,526.78"
-51-2000,Assemblers and Fabricators,459.62,451.31,"$30,948,137.78","$6,618,308.71","$37,566,446.49","902,781.88"
-51-3000,Food Processing Workers,26.48,24.20,"$1,249,297.01","$263,836.27","$1,513,133.28","47,333.39"
-51-4000,Metal Workers and Plastic Workers,527.50,518.15,"$39,568,164.87","$8,456,935.92","$48,025,100.78","1,092,691.78"
-51-5100,Printing Workers,9.88,9.56,"$567,981.08","$113,710.45","$681,691.54","18,489.64"
-51-6000,"Textile, Apparel, and Furnishings Workers",18.86,17.40,"$852,500.72","$153,245.20","$1,005,745.92","32,487.78"
-51-7000,Woodworkers,11.95,11.57,"$681,634.28","$141,478.81","$823,113.09","23,349.54"
-51-8000,Plant and System Operators,12.10,11.81,"$1,290,898.45","$373,921.92","$1,664,820.37","25,579.88"
-51-9000,Other Production Occupations,353.07,344.70,"$25,111,856.72","$5,368,985.35","$30,480,842.07","702,026.35"
-53-1000,Supervisors of Transportation and Material Moving Workers,36.66,34.59,"$3,232,293.44","$636,013.84","$3,868,307.27","77,979.62"
-53-2000,Air Transportation Workers,10.72,10.05,"$2,016,661.61","$498,367.43","$2,515,029.04","19,643.30"
-53-3000,Motor Vehicle Operators,234.74,219.80,"$15,340,090.33","$3,295,127.40","$18,635,217.73","467,688.34"
-53-4000,Rail Transportation Workers,7.61,7.14,"$647,612.82","$195,353.88","$842,966.70","18,124.60"
-53-5000,Water Transportation Workers,10.84,10.13,"$1,018,269.28","$195,641.00","$1,213,910.28","25,348.25"
-53-6000,Other Transportation Workers,13.86,12.33,"$611,606.27","$115,143.72","$726,749.99","21,281.26"
-53-7000,Material Moving Workers,465.23,439.55,"$24,644,413.26","$4,712,427.08","$29,356,840.35","789,329.54"
+11-1000,Top Executives,254.39,240.12,"$48,745,438.30","$8,917,544.90","$57,662,983.21","564,040.67"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",80.23,76.95,"$18,073,305.85","$3,293,789.60","$21,367,095.45","172,429.27"
+11-3000,Operations Specialties Managers,195.63,189.41,"$42,394,598.14","$7,983,835.27","$50,378,433.41","420,877.32"
+11-9000,Other Management Occupations,244.94,232.78,"$37,714,203.31","$6,981,766.79","$44,695,970.10","521,347.99"
+13-1000,Business Operations Specialists,511.21,490.46,"$60,205,191.59","$11,017,929.48","$71,223,121.08","1,018,815.45"
+13-2000,Financial Specialists,174.46,168.40,"$24,643,548.91","$4,273,898.89","$28,917,447.80","349,434.61"
+15-1200,Computer Occupations,222.65,214.13,"$35,805,529.70","$6,145,919.89","$41,951,449.59","443,304.34"
+15-2000,Mathematical Science Occupations,19.14,18.47,"$3,195,215.60","$558,559.36","$3,753,774.96","37,909.16"
+17-1000,"Architects, Surveyors, and Cartographers",7.86,7.57,"$824,909.91","$137,816.27","$962,726.18","15,981.30"
+17-2000,Engineers,294.53,288.61,"$44,599,677.28","$9,220,500.10","$53,820,177.37","619,683.22"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",78.90,77.23,"$7,833,285.00","$1,634,724.24","$9,468,009.24","158,353.63"
+19-1000,Life Scientists,8.07,7.61,"$1,017,220.27","$187,591.03","$1,204,811.29","15,934.71"
+19-2000,Physical Scientists,6.92,6.70,"$986,201.99","$201,255.19","$1,187,457.19","13,930.75"
+19-3000,Social Scientists and Related Workers,3.98,3.67,"$439,938.69","$80,179.78","$520,118.47","7,278.60"
+19-4000,"Life, Physical, and Social Science Technicians",9.85,9.45,"$785,318.58","$165,399.45","$950,718.03","18,387.68"
+19-5000,Occupational Health and Safety Specialists and Technicians,18.66,18.08,"$1,965,167.75","$386,292.62","$2,351,460.36","38,161.27"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",56.41,50.72,"$3,315,144.13","$628,806.77","$3,943,950.91","98,328.02"
+21-2000,Religious Workers,26.78,23.20,"$1,263,848.33","$184,536.52","$1,448,384.85","52,884.11"
+23-1000,"Lawyers, Judges, and Related Workers",26.49,25.41,"$6,820,287.72","$1,159,329.66","$7,979,617.38","56,450.41"
+23-2000,Legal Support Workers,16.62,15.91,"$1,417,403.89","$238,462.85","$1,655,866.74","29,954.94"
+25-1000,Postsecondary Teachers,16.59,15.05,"$1,661,055.61","$372,117.03","$2,033,172.64","25,260.43"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",35.31,31.30,"$1,701,495.37","$340,742.39","$2,042,237.76","60,841.03"
+25-3000,Other Teachers and Instructors,23.58,21.09,"$965,967.89","$189,629.09","$1,155,596.98","30,482.69"
+25-4000,"Librarians, Curators, and Archivists",1.70,1.51,"$110,218.00","$20,262.57","$130,480.57","2,718.85"
+25-9000,Other Educational Instruction and Library Occupations,18.03,16.07,"$780,310.34","$152,349.59","$932,659.93","25,313.97"
+27-1000,Art and Design Workers,29.07,27.56,"$2,672,453.04","$464,281.78","$3,136,734.81","51,710.44"
+27-2000,"Entertainers and Performers, Sports and Related Workers",22.33,19.72,"$2,460,934.46","$428,356.51","$2,889,290.97","31,010.13"
+27-3000,Media and Communication Workers,27.19,25.57,"$3,159,382.67","$564,922.92","$3,724,305.59","49,874.32"
+27-4000,Media and Communication Equipment Workers,10.10,9.38,"$913,069.62","$163,100.05","$1,076,169.67","17,015.54"
+29-1000,Healthcare Diagnosing or Treating Practitioners,193.31,178.83,"$26,694,054.65","$5,252,050.40","$31,946,105.06","353,547.61"
+29-2000,Health Technologists and Technicians,95.14,87.45,"$6,091,137.70","$1,201,764.56","$7,292,902.27","169,128.09"
+29-9000,Other Healthcare Practitioners and Technical Occupations,3.83,3.56,"$312,715.57","$59,100.12","$371,815.68","7,201.65"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",184.22,165.12,"$6,033,102.44","$1,170,141.08","$7,203,243.52","286,860.30"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,6.39,5.85,"$315,913.39","$62,868.49","$378,781.88","9,596.77"
+31-9000,Other Healthcare Support Occupations,58.33,53.37,"$2,678,811.66","$509,739.42","$3,188,551.08","95,556.85"
+33-1000,Supervisors of Protective Service Workers,5.00,4.59,"$396,765.33","$72,625.60","$469,390.92","10,408.82"
+33-2000,Firefighting and Prevention Workers,2.69,2.48,"$139,947.39","$24,515.06","$164,462.45","6,747.76"
+33-3000,Law Enforcement Workers,1.08,0.99,"$72,868.05","$16,024.62","$88,892.67","2,391.46"
+33-9000,Other Protective Service Workers,91.20,83.55,"$4,434,301.70","$788,642.49","$5,222,944.18","152,963.71"
+35-1000,Supervisors of Food Preparation and Serving Workers,52.07,41.94,"$2,774,668.74","$398,634.58","$3,173,303.32","87,263.47"
+35-2000,Cooks and Food Preparation Workers,131.94,107.01,"$4,242,358.94","$625,987.72","$4,868,346.66","178,792.51"
+35-3000,Food and Beverage Serving Workers,273.85,220.29,"$7,425,624.89","$1,053,048.71","$8,478,673.60","300,615.79"
+35-9000,Other Food Preparation and Serving Related Workers,59.08,47.78,"$1,470,707.90","$209,185.48","$1,679,893.38","58,556.54"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,10.14,9.25,"$607,704.85","$105,440.09","$713,144.94","20,162.90"
+37-2000,Building Cleaning and Pest Control Workers,134.54,122.69,"$5,431,423.87","$966,318.30","$6,397,742.17","212,516.99"
+37-3000,Grounds Maintenance Workers,34.70,31.55,"$1,583,774.92","$278,252.53","$1,862,027.45","58,781.78"
+39-1000,Supervisors of Personal Care and Service Workers,7.17,6.27,"$446,658.34","$88,487.64","$535,145.97","12,484.75"
+39-2000,Animal Care and Service Workers,9.40,8.21,"$312,811.36","$47,661.55","$360,472.91","12,556.28"
+39-3000,Entertainment Attendants and Related Workers,22.14,19.07,"$698,465.90","$143,717.36","$842,183.26","24,160.46"
+39-4000,Funeral Service Workers,1.55,1.35,"$70,053.85","$10,061.17","$80,115.01","2,393.70"
+39-5000,Personal Appearance Workers,17.83,15.45,"$607,588.63","$90,183.42","$697,772.05","24,200.72"
+39-6000,"Baggage Porters, Bellhops, and Concierges",2.55,2.31,"$117,081.75","$20,045.02","$137,126.78","4,028.63"
+39-7000,Tour and Travel Guides,6.77,6.23,"$342,286.93","$61,687.19","$403,974.12","7,329.05"
+39-9000,Other Personal Care and Service Workers,43.49,37.65,"$1,195,278.22","$210,029.75","$1,405,307.97","50,680.78"
+41-1000,Supervisors of Sales Workers,56.24,50.83,"$4,635,477.84","$917,370.39","$5,552,848.23","111,301.33"
+41-2000,Retail Sales Workers,287.46,252.77,"$10,032,068.52","$2,077,904.14","$12,109,972.66","393,025.04"
+41-3000,"Sales Representatives, Services",101.94,97.28,"$11,446,165.70","$1,926,399.60","$13,372,565.30","203,320.98"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",165.71,160.73,"$19,092,576.02","$3,456,357.63","$22,548,933.66","349,782.18"
+41-9000,Other Sales and Related Workers,29.08,27.46,"$2,560,009.42","$456,472.19","$3,016,481.61","51,795.85"
+43-1000,Supervisors of Office and Administrative Support Workers,79.18,75.04,"$7,646,914.28","$1,465,721.88","$9,112,636.16","155,466.62"
+43-2000,Communications Equipment Operators,1.60,1.48,"$80,147.88","$14,594.56","$94,742.44","2,698.52"
+43-3000,Financial Clerks,148.00,140.69,"$9,743,998.65","$1,775,897.94","$11,519,896.59","263,434.94"
+43-4000,Information and Record Clerks,238.76,224.87,"$14,099,366.03","$2,592,153.95","$16,691,519.98","399,772.50"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",188.57,176.73,"$12,871,368.86","$3,366,131.37","$16,237,500.23","363,364.61"
+43-6000,Secretaries and Administrative Assistants,147.60,138.59,"$9,380,561.02","$1,705,302.53","$11,085,863.55","260,878.47"
+43-9000,Other Office and Administrative Support Workers,165.83,156.66,"$8,640,668.46","$1,573,376.19","$10,214,044.65","270,861.88"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",2.34,2.04,"$154,211.51","$36,120.59","$190,332.09","4,864.01"
+45-2000,Agricultural Workers,26.79,23.35,"$1,128,269.01","$251,837.31","$1,380,106.32","45,280.46"
+45-3000,Fishing and Hunting Workers,0.09,0.08,"$5,258.63","$1,675.10","$6,933.73",155.08
+45-4000,"Forest, Conservation, and Logging Workers",2.68,2.38,"$166,373.60","$49,453.39","$215,826.99","5,602.97"
+47-1000,Supervisors of Construction and Extraction Workers,157.29,152.19,"$14,390,532.39","$2,554,617.63","$16,945,150.01","339,487.38"
+47-2000,Construction Trades Workers,510.43,493.57,"$34,434,810.94","$6,177,741.90","$40,612,552.84","970,488.30"
+47-3000,"Helpers, Construction Trades",10.95,10.57,"$509,599.66","$89,092.83","$598,692.49","17,894.14"
+47-4000,Other Construction and Related Workers,13.37,12.89,"$1,203,009.23","$238,717.53","$1,441,726.75","26,761.42"
+47-5000,Extraction Workers,47.14,46.35,"$2,213,539.56","$502,435.71","$2,715,975.28","112,136.20"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",45.15,42.80,"$5,100,258.06","$1,039,263.38","$6,139,521.44","100,308.30"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",24.91,23.39,"$2,130,002.50","$410,124.91","$2,540,127.42","51,576.16"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",122.83,112.87,"$9,253,830.36","$1,748,793.84","$11,002,624.19","248,477.49"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",261.26,250.39,"$21,561,606.63","$4,396,777.59","$25,958,384.22","536,068.85"
+51-1000,Supervisors of Production Workers,114.90,112.53,"$12,382,067.76","$2,676,385.76","$15,058,453.52","255,434.98"
+51-2000,Assemblers and Fabricators,460.48,452.14,"$30,999,245.53","$6,628,728.99","$37,627,974.52","904,439.57"
+51-3000,Food Processing Workers,26.88,24.57,"$1,268,524.75","$267,919.21","$1,536,443.96","48,058.23"
+51-4000,Metal Workers and Plastic Workers,529.58,520.19,"$39,685,282.63","$8,482,611.52","$48,167,894.15","1,097,014.08"
+51-5100,Printing Workers,10.01,9.68,"$575,486.08","$115,184.89","$690,670.97","18,736.53"
+51-6000,"Textile, Apparel, and Furnishings Workers",19.14,17.66,"$865,412.49","$155,572.35","$1,020,984.84","32,967.55"
+51-7000,Woodworkers,12.03,11.65,"$686,066.33","$142,383.40","$828,449.73","23,503.38"
+51-8000,Plant and System Operators,12.65,12.35,"$1,332,723.84","$385,728.69","$1,718,452.54","26,763.82"
+51-9000,Other Production Occupations,356.43,347.97,"$25,296,535.19","$5,410,621.73","$30,707,156.92","708,726.50"
+53-1000,Supervisors of Transportation and Material Moving Workers,37.61,35.51,"$3,301,722.77","$650,909.09","$3,952,631.85","80,037.99"
+53-2000,Air Transportation Workers,10.90,10.22,"$2,049,966.37","$506,514.67","$2,556,481.04","19,969.31"
+53-3000,Motor Vehicle Operators,240.15,224.96,"$15,625,444.17","$3,357,545.53","$18,982,989.70","478,703.92"
+53-4000,Rail Transportation Workers,8.30,7.79,"$702,372.52","$211,989.31","$914,361.83","19,772.53"
+53-5000,Water Transportation Workers,11.05,10.33,"$1,038,836.01","$199,670.55","$1,238,506.56","25,843.06"
+53-6000,Other Transportation Workers,14.09,12.54,"$622,741.33","$117,408.08","$740,149.41","21,647.85"
+53-7000,Material Moving Workers,475.11,449.02,"$25,056,139.82","$4,796,644.39","$29,852,784.21","807,149.79"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/US/US_2030/tax_results.csv b/Model_Outputs/IMPLAN/US/US_2030/tax_results.csv
index 96504c7..27bbe21 100644
--- a/Model_Outputs/IMPLAN/US/US_2030/tax_results.csv
+++ b/Model_Outputs/IMPLAN/US/US_2030/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$2,793,285.27","$2,317,519.51","$1,627,479.24","$14,654,534.90","$86,083,236.46","$107,476,055.37"
-2 - Indirect,"$7,290,858.37","$7,115,020.73","$4,773,981.70","$25,100,435.14","$82,188,579.96","$126,468,875.89"
-3 - Induced,"$9,846,848.73","$9,824,229.78","$6,551,172.15","$31,221,905.22","$80,351,581.79","$137,795,737.67"
-,"$19,930,992.36","$19,256,770.02","$12,952,633.08","$70,976,875.26","$248,623,398.22","$371,740,668.94"
+1 - Direct,"$3,178,551.95","$2,711,056.07","$1,887,739.98","$15,759,867.51","$87,661,436.66","$111,198,652.17"
+2 - Indirect,"$7,468,796.77","$7,292,432.57","$4,892,421.44","$25,666,503.92","$83,715,704.77","$129,035,859.47"
+3 - Induced,"$9,999,591.33","$9,976,619.24","$6,652,791.79","$31,706,243.07","$81,598,370.45","$139,933,615.87"
+,"$20,646,940.05","$19,980,107.87","$13,432,953.21","$73,132,614.50","$252,975,511.88","$380,168,127.51"
diff --git a/Model_Outputs/IMPLAN/US/US_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index f4eae37..21e6840 100644
--- a/Model_Outputs/IMPLAN/US/US_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,736,470.26"
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,007.30"
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,406,773.62"
-4,224,Nonferrous forging,"$5,015,019,698.50","$11,849,072.48"
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,522,161.41"
-6,223,Iron and steel forging,"$12,167,051,489.94","$24,836,814.84"
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,748,484.64"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,315.77"
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,409,114.32"
+4,224,Nonferrous forging,"$5,015,019,698.50","$11,853,304.99"
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,655,314.74"
+6,223,Iron and steel forging,"$12,167,051,489.94","$24,846,306.50"
 7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00"
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,195,286.36"
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$22,028,762.59"
-10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,690,362.01"
-11,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,589,941.74"
-12,221,Custom roll forming,"$3,403,758,221.65","$2,041,461.65"
-13,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,568,628.99"
-14,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,950,000.82"
-15,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,069,003.01"
+8,21,Coal mining,"$40,369,797,410.22","$51,202,719.63"
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,308,717.95"
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,047,309.63"
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,691,758.99"
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,591,498.68"
+13,221,Custom roll forming,"$3,403,758,221.65","$2,044,027.59"
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,570,970.64"
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,954,211.06"
diff --git a/Model_Outputs/IMPLAN/US/US_2031/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/US/US_2031/economic_indicators_by_impact.csv
index 17c41ea..7a6a04b 100644
--- a/Model_Outputs/IMPLAN/US/US_2031/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/US/US_2031/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"3,483.92","$384,426,379.46","$525,585,481.53","$1,308,352,369.86"
-2 - Indirect,"3,506.68","$344,129,915.27","$567,019,110.54","$1,241,307,524.95"
-3 - Induced,"4,481.93","$322,883,371.13","$606,744,309.74","$1,028,881,679.17"
-,"11,472.54","$1,051,439,665.86","$1,699,348,901.80","$3,578,541,573.98"
+1 - Direct,"3,536.94","$392,029,701.61","$553,138,884.30","$1,354,852,369.86"
+2 - Indirect,"3,596.43","$353,687,044.67","$583,602,772.24","$1,272,542,484.46"
+3 - Induced,"4,586.94","$330,447,974.20","$620,956,237.71","$1,052,980,408.05"
+,"11,720.31","$1,076,164,720.47","$1,757,697,894.25","$3,680,375,262.36"
diff --git a/Model_Outputs/IMPLAN/US/US_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 6de89a7..72b60b3 100644
--- a/Model_Outputs/IMPLAN/US/US_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,739,598.92",11.27%
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,089.75",3.61%
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,407,393.26",0.29%
-4,224,Nonferrous forging,"$5,015,019,698.50","$11,850,185.19",0.24%
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,556,832.01",0.23%
-6,223,Iron and steel forging,"$12,167,051,489.94","$24,839,312.80",0.20%
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,757,802.56",11.27%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,557.24",3.61%
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,410,940.34",0.29%
+4,224,Nonferrous forging,"$5,015,019,698.50","$11,856,598.66",0.24%
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,758,579.74",0.23%
+6,223,Iron and steel forging,"$12,167,051,489.94","$24,853,695.54",0.20%
 7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00",0.19%
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,224,840.52",0.11%
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$22,033,644.28",0.09%
-10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,690,733.50",0.09%
-11,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,590,355.21",0.07%
-12,21,Coal mining,"$40,369,797,410.22","$27,463,946.61",0.07%
-13,221,Custom roll forming,"$3,403,758,221.65","$2,042,139.21",0.06%
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,569,255.07",0.06%
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,951,133.74",0.05%
-16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,073,363.97",0.05%
-17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$75,495,170.06",0.05%
-18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$13,707,352.84",0.05%
-19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,621,688.03",0.04%
-20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$21,131,950.39",0.04%
-21,23,Iron ore mining,"$4,242,665,589.12","$1,701,216.63",0.04%
-22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$2,009,476.48",0.04%
-23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$3,787,811.38",0.04%
-24,241,Metal heat treating,"$6,751,197,386.48","$2,347,537.07",0.03%
-25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$8,148,173.75",0.03%
-26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$3,228,573.57",0.03%
-27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$10,399,682.82",0.03%
-28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$6,319,122.14",0.03%
-29,239,Machine shops,"$58,418,188,845.25","$17,621,293.94",0.03%
-30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$11,434,954.28",0.03%
-31,315,Motor and generator manufacturing,"$20,631,390,946.06","$6,169,225.29",0.03%
-32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,228,166.71",0.03%
-33,235,Metal cans manufacturing,"$27,208,678,262.97","$7,522,030.44",0.03%
-34,229,Plate work manufacturing,"$15,417,788,320.32","$4,164,205.88",0.03%
-35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$68,725,730.85",0.03%
-36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$1,593,058.98",0.02%
-37,167,Paint and coating manufacturing,"$40,256,103,819.80","$9,644,435.01",0.02%
-38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,536,210.29",0.02%
-39,220,Nonferrous metal foundries,"$14,956,699,164.90","$3,368,726.03",0.02%
-40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$14,887,776.05",0.02%
-41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$3,991,385.52",0.02%
-42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$3,422,082.11",0.02%
-43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$11,277,191.95",0.02%
-44,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$1,559,491.39",0.02%
-45,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$4,549,847.02",0.02%
-46,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$904,132.02",0.02%
-47,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$3,180,631.92",0.02%
-48,109,Knit fabric mills,"$1,209,761,149.04","$203,783.39",0.02%
-49,175,Custom compounding of purchased resins,"$12,008,896,270.80","$2,003,968.75",0.02%
-50,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,112,136.48",0.02%
-51,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$1,861,075.87",0.02%
-52,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$1,107,133.78",0.02%
-53,210,Steel wire drawing,"$6,965,034,108.99","$1,062,914.15",0.02%
-54,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$1,111,719.60",0.02%
-55,199,Other concrete product manufacturing,"$20,872,805,363.99","$3,178,292.19",0.02%
-56,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$65,493,313.09",0.01%
-57,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$2,286,218.11",0.01%
-58,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$27,850,383.37",0.01%
-59,311,Lighting fixture manufacturing,"$13,551,146,025.36","$1,835,709.75",0.01%
-60,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,947,277.39",0.01%
-61,200,Lime manufacturing,"$3,411,426,132.51","$447,514.60",0.01%
-62,201,Gypsum product manufacturing,"$10,849,873,573.69","$1,416,138.15",0.01%
-63,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$2,108,732.55",0.01%
-64,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$3,298,960.52",0.01%
-65,460,Other support services,"$93,493,521,065.46","$11,592,447.84",0.01%
-66,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$1,137,516.25",0.01%
-67,174,Explosives manufacturing,"$3,336,015,892.42","$407,735.50",0.01%
-68,185,Other plastics product manufacturing,"$119,757,914,903.54","$14,372,583.45",0.01%
-69,226,Handtool manufacturing,"$9,269,806,810.85","$1,099,494.28",0.01%
-70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$892,291.59",0.01%
-71,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$3,866,275.28",0.01%
-72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$167,519.00",0.01%
-73,195,Cement manufacturing,"$16,124,794,202.42","$1,770,065.43",0.01%
-74,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$549,197.48",0.01%
-75,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$1,422,464.38",0.01%
-76,138,Paperboard mills,"$37,769,326,092.36","$4,007,442.81",0.01%
-77,188,Other rubber product manufacturing,"$18,947,852,104.12","$2,003,556.62",0.01%
-78,139,Paperboard container manufacturing,"$102,476,045,826.39","$10,754,730.95",0.01%
-79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$5,779,137.70",0.01%
-80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$725,220.21",0.01%
-81,131,"Other millwork, including flooring","$11,872,958,758.31","$1,177,485.44",0.01%
-82,32,Metal mining services,"$2,048,448,774.82","$197,363.00",0.01%
-83,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,073,494.65",0.01%
-84,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$32,841,939.70",0.01%
-85,152,Industrial gas manufacturing,"$43,958,605,364.15","$4,144,303.02",0.01%
-86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$817,761.69",0.01%
-87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$2,715,339.14",0.01%
-88,125,Wood preservation,"$12,385,421,188.04","$1,086,655.94",0.01%
-89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$998,918.68",0.01%
-90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$808,350.43",0.01%
-91,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$2,520,417.72",0.01%
-92,129,Wood windows and door manufacturing,"$22,029,620,673.99","$1,883,718.66",0.01%
-93,124,Sawmills,"$42,023,969,480.44","$3,561,616.36",0.01%
-94,451,Management of companies and enterprises,"$819,034,418,120.62","$69,156,258.76",0.01%
-95,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$4,248,596.54",0.01%
-96,27,Sand and gravel mining,"$15,322,656,295.20","$1,281,190.48",0.01%
-97,24,Gold ore and silver ore mining,"$14,012,282,637.55","$1,164,299.62",0.01%
-98,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$458,156.87",0.01%
-99,397,Rail transportation,"$92,013,918,170.42","$7,557,108.99",0.01%
-100,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$720,677.13",0.01%
-101,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$837,681.17",0.01%
-102,230,Metal window and door manufacturing,"$25,916,655,606.62","$2,093,698.17",0.01%
-103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$98,091.85",0.01%
-104,186,Tire manufacturing,"$25,656,100,926.70","$2,057,724.98",0.01%
-105,299,Other electronic component manufacturing,"$20,043,941,097.34","$1,594,260.01",0.01%
-106,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$687,726.08",0.01%
-107,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,331,266.09",0.01%
-108,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$6,688,979.30",0.01%
-109,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$12,720,903.49",0.01%
-110,455,Business support services,"$98,531,422,147.59","$7,467,762.62",0.01%
-111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$1,436,669.48",0.01%
-112,457,Investigation and security services,"$87,760,959,501.87","$6,547,430.73",0.01%
-113,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$1,184,836.20",0.01%
-114,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$990,997.32",0.01%
-115,16,Commercial logging,"$9,708,016,677.17","$712,827.64",0.01%
-116,399,Truck transportation,"$517,459,714,328.88","$37,875,932.43",0.01%
-117,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$3,772,113.75",0.01%
-118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$3,474,784.75",0.01%
-119,454,Employment services,"$472,021,118,180.87","$32,958,050.35",0.01%
-120,508,Postal service,"$82,216,438,935.22","$5,626,991.96",0.01%
-121,25,Other metal ore mining,"$4,177,930,861.03","$282,533.13",0.01%
-122,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$1,806,298.11",0.01%
-123,191,Flat glass manufacturing,"$5,646,246,245.84","$380,653.76",0.01%
-124,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$175,531.38",0.01%
-125,26,Stone mining and quarrying,"$22,604,707,721.04","$1,513,362.00",0.01%
-126,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$5,498,256.16",0.01%
-127,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$6,840,633.64",0.01%
-128,237,Hardware manufacturing,"$11,360,442,824.27","$742,394.28",0.01%
-129,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$359,258.75",0.01%
-130,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$393,265.40",0.01%
-131,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$400,721.70",0.01%
-132,404,Warehousing and storage,"$196,283,203,045.69","$12,371,760.80",0.01%
-133,509,Federal electric utilities,"$15,278,393,331.48","$959,597.95",0.01%
-134,515,Local government electric utilities,"$63,242,600,402.80","$3,955,603.43",0.01%
-135,403,Couriers and messengers,"$147,389,575,412.04","$9,212,750.87",0.01%
-136,512,State government electric utilities,"$2,138,213,300.81","$133,635.21",0.01%
-137,41,Electric power generation - All other,"$598,610,063.76","$37,322.07",0.01%
-138,39,Electric power generation - Geothermal,"$1,089,212,605.47","$67,910.10",0.01%
-139,36,Electric power generation - Nuclear,"$48,600,191,094.94","$3,030,118.98",0.01%
-140,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$695,197.57",0.01%
-141,37,Electric power generation - Solar,"$15,183,687,778.59","$946,670.77",0.01%
-142,38,Electric power generation - Wind,"$31,436,960,621.21","$1,960,027.91",0.01%
-143,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$9,978,057.10",0.01%
-144,40,Electric power generation - Biomass,"$3,248,354,871.06","$202,528.05",0.01%
-145,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$614,073.10",0.01%
-146,42,Electric power transmission and distribution,"$454,802,637,163.46","$28,333,983.27",0.01%
-147,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$225,776.93",0.01%
-148,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$1,147,118.99",0.01%
-149,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$342,112.04",0.01%
-150,453,Facilities support services,"$38,362,646,138.12","$2,347,770.01",0.01%
-151,440,Specialized design services,"$61,729,364,047.76","$3,725,444.22",0.01%
-152,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$498,245.38",0.01%
-153,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$13,204,091.34",0.01%
-154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$6,006,142.64",0.01%
-155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$2,176,486.84",0.01%
-156,173,Printing ink manufacturing,"$4,197,932,161.56","$233,400.69",0.01%
-157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$1,240,348.33",0.01%
-158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$2,021,206.61",0.01%
-159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$18,230,322.17",0.01%
-160,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$267,202.20",0.01%
-161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$850,436.50",0.01%
-162,205,Mineral wool manufacturing,"$10,606,371,397.91","$561,226.31",0.01%
-163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$903,417.22",0.01%
-164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$708,489.84",0.01%
-165,168,Adhesive manufacturing,"$19,417,045,098.31","$981,414.70",0.01%
-166,447,"Advertising, public relations, and related services","$221,366,844,538.02","$11,115,691.36",0.01%
-167,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$189,965.60",0.00%
-168,321,Wiring device manufacturing,"$23,088,452,099.69","$1,152,656.63",0.00%
-169,116,Other textile product mills,"$5,849,355,190.48","$291,575.91",0.00%
-170,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$12,542,932.99",0.00%
-171,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$380,899.49",0.00%
-172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$28,612,589.61",0.00%
-173,151,Petrochemical manufacturing,"$213,898,809,710.92","$10,423,639.64",0.00%
-174,43,Natural gas distribution,"$112,805,479,068.56","$5,428,766.90",0.00%
-175,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$1,466,384.60",0.00%
-176,137,Paper mills,"$44,700,830,052.02","$2,133,120.15",0.00%
-177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$7,520,333.92",0.00%
-178,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$13,243,897.30",0.00%
-179,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$4,746,794.33",0.00%
-180,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$12,446,015.37",0.00%
-181,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$18,984,976.59",0.00%
-182,254,Construction machinery manufacturing,"$64,676,876,659.63","$2,949,026.26",0.00%
-183,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$5,950,903.90",0.00%
-184,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$10,096,919.78",0.00%
-185,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$16,523,525.76",0.00%
-186,413,Radio and television broadcasting,"$126,652,960,389.18","$5,682,324.43",0.00%
-187,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$10,295,921.85",0.00%
-188,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$52,757.50",0.00%
-189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$4,199,504.26",0.00%
-190,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,874,503.84",0.00%
-191,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,003,014.64",0.00%
-192,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$358,041.00",0.00%
-193,448,Photographic services,"$18,611,681,469.69","$813,719.05",0.00%
-194,110,Textile and fabric finishing mills,"$5,488,614,083.97","$239,751.94",0.00%
-195,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$21,745,137.53",0.00%
-196,458,Services to buildings,"$184,887,389,840.19","$8,062,973.30",0.00%
-197,437,Legal services,"$482,145,097,198.44","$20,762,045.23",0.00%
-198,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$44,816,919.59",0.00%
-199,144,Printing,"$93,711,787,715.49","$3,978,269.04",0.00%
-200,452,Office administrative services,"$100,789,973,631.90","$4,256,084.75",0.00%
-201,418,"Data processing, hosting, and related services","$490,713,862,620.46","$20,640,423.68",0.00%
-202,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$12,658,103.58",0.00%
-203,406,Periodical publishers,"$28,726,880,599.05","$1,199,746.19",0.00%
-204,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$16,859,667.22",0.00%
-205,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$10,750,692.61",0.00%
-206,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$12,826,902.30",0.00%
-207,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$215,427.36",0.00%
-208,481,"Independent artists, writers, and performers","$78,191,306,536.76","$3,234,150.26",0.00%
-209,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$3,737,298.57",0.00%
-210,405,Newspaper publishers,"$23,494,267,330.25","$964,574.82",0.00%
-211,456,Travel arrangement and reservation services,"$92,038,956,694.17","$3,752,506.76",0.00%
-212,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$1,812,547.44",0.00%
-213,414,Cable and other subscription programming,"$129,841,466,724.49","$5,263,830.04",0.00%
-214,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$4,183,180.17",0.00%
-215,479,Commercial Sports Except Racing,"$62,631,985,438.99","$2,511,415.05",0.00%
-216,478,Performing arts companies,"$40,958,746,144.37","$1,635,735.55",0.00%
-217,145,Support activities for printing,"$3,010,426,339.58","$119,776.33",0.00%
-218,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$17,271,507.51",0.00%
-219,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$159,753.19",0.00%
-220,10,All other crop farming,"$22,224,392,154.07","$862,463.58",0.00%
-221,505,Business and professional associations,"$73,615,227,688.04","$2,850,960.79",0.00%
-222,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$308,886.43",0.00%
-223,495,Car washes,"$35,373,724,638.09","$1,368,534.45",0.00%
-224,44,"Water, sewage and other systems","$20,702,504,339.27","$800,835.08",0.00%
-225,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$373,054.54",0.00%
-226,493,All other food and drinking places,"$276,447,241,992.94","$10,675,926.83",0.00%
-227,161,Fertilizer mixing,"$6,609,942,413.23","$254,964.24",0.00%
-228,461,Waste management and remediation services,"$177,999,302,351.73","$6,847,875.39",0.00%
-229,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$611,905.35",0.00%
-230,490,Other accommodations,"$16,436,225,502.96","$631,199.63",0.00%
-231,491,Full-service restaurants,"$600,936,370,418.40","$23,028,567.37",0.00%
-232,146,Petroleum refineries,"$685,338,713,966.20","$26,049,695.09",0.00%
-233,426,"Insurance carriers, except direct life","$763,623,938,208.92","$29,022,729.50",0.00%
-234,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$995,164.72",0.00%
-235,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$359,483.59",0.00%
-236,510,Other federal government enterprises,"$6,854,090,185.53","$259,421.17",0.00%
-237,63,Wet corn milling,"$38,891,507,770.56","$1,468,421.02",0.00%
-238,513,Other state government enterprises,"$26,495,170,772.45","$999,100.25",0.00%
-239,516,Other local government enterprises,"$353,931,726,040.53","$13,335,119.05",0.00%
-240,459,Landscape and horticultural services,"$165,786,078,305.71","$6,205,259.11",0.00%
-241,391,Retail - Gasoline stores,"$126,195,524,793.46","$4,721,621.45",0.00%
-242,487,Fitness and recreational sports centers,"$40,757,208,080.88","$1,523,921.21",0.00%
-243,462,Elementary and secondary schools,"$74,365,925,030.62","$2,769,261.12",0.00%
-244,476,Child day care services,"$86,623,931,960.28","$3,220,427.55",0.00%
-245,486,Other amusement and recreation industries,"$73,097,118,023.77","$2,716,810.89",0.00%
-246,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$2,789,467.85",0.00%
-247,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$1,285,673.27",0.00%
-248,507,Private households,"$27,265,934,911.83","$1,009,547.60",0.00%
-249,424,Other financial investment activities,"$568,453,393,226.55","$20,988,156.77",0.00%
-250,475,Individual and family services,"$197,385,106,011.81","$7,278,778.81",0.00%
-251,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$4,199,932.37",0.00%
-252,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,914,736.60",0.00%
-253,503,Religious organizations,"$160,924,588,099.97","$5,915,526.87",0.00%
-254,472,Hospitals,"$1,246,642,306,210.30","$45,745,207.26",0.00%
-255,480,Racing and Track Operation,"$2,466,251,193.93","$90,142.09",0.00%
-256,431,Owner-occupied housing,"$2,353,458,000,000.00","$85,596,768.72",0.00%
-257,492,Limited-service restaurants,"$662,772,350,208.32","$24,074,266.38",0.00%
-258,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$932,854.76",0.00%
-259,488,Bowling centers,"$4,651,609,193.39","$168,261.67",0.00%
-260,464,Other educational services,"$150,226,479,511.36","$5,425,884.30",0.00%
-261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$761,416.94",0.00%
-262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$6,704,608.27",0.00%
-263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,909,166.91",0.00%
-264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$3,512,529.18",0.00%
-265,394,Retail - General merchandise stores,"$308,393,207,557.39","$11,043,639.45",0.00%
-266,502,Other personal services,"$133,455,503,992.02","$4,762,643.57",0.00%
-267,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$889,345.26",0.00%
-268,499,Personal care services,"$99,129,280,065.60","$3,527,965.64",0.00%
-269,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,937,265.50",0.00%
-270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$12,034,146.12",0.00%
-271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$728,204.93",0.00%
-272,466,Offices of dentists,"$187,241,521,354.72","$6,575,852.58",0.00%
-273,425,Direct life insurance carriers,"$118,798,771,122.27","$4,167,264.46",0.00%
-274,410,Software publishers,"$481,752,923,538.80","$16,887,060.95",0.00%
-275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$2,165,303.10",0.00%
-276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$3,269,548.52",0.00%
-277,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$2,586,455.60",0.00%
-278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$4,536,093.73",0.00%
-279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$1,443,410.17",0.00%
-280,465,Offices of physicians,"$710,425,690,758.33","$24,762,868.81",0.00%
-281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$2,506,457.20",0.00%
-282,467,Offices of other health practitioners,"$173,037,357,927.83","$6,014,597.87",0.00%
-283,396,Air transportation,"$328,394,890,891.02","$11,413,184.70",0.00%
-284,102,Wineries,"$27,858,635,866.29","$966,687.76",0.00%
-285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$7,061,394.60",0.00%
-286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$6,885,125.66",0.00%
-287,506,Labor and civic organizations,"$81,538,720,493.49","$2,821,838.11",0.00%
-288,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$8,601,465.83",0.00%
-289,468,Outpatient care centers,"$254,994,924,915.48","$8,735,669.11",0.00%
-290,143,All other converted paper product manufacturing,"$7,484,025,289.68","$256,339.47",0.00%
-291,470,Home health care services,"$148,884,219,821.65","$5,092,272.29",0.00%
-292,445,Environmental and other technical consulting services,"$89,248,872,652.10","$3,028,941.43",0.00%
-293,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$145,065.08",0.00%
-294,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$749,320.71",0.00%
-295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$1,420,133.27",0.00%
-296,65,Fats and oils refining and blending,"$27,186,577,576.39","$918,417.11",0.00%
-297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$3,441,084.63",0.00%
-298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$544,869.18",0.00%
-299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$1,331,078.99",0.00%
-300,484,Amusement parks and arcades,"$27,154,350,236.67","$911,830.90",0.00%
-301,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,081,768.15",0.00%
-302,292,Other communications equipment manufacturing,"$8,476,374,888.63","$282,430.60",0.00%
-303,401,Pipeline transportation,"$77,957,430,742.25","$2,590,985.65",0.00%
-304,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$124,074.69",0.00%
-305,64,Soybean and other oilseed processing,"$76,308,728,857.11","$2,518,366.97",0.00%
-306,93,Other snack food manufacturing,"$38,904,968,131.82","$1,281,777.64",0.00%
-307,514,Local government passenger transit,"$14,082,847,680.82","$463,309.34",0.00%
-308,511,State government passenger transit,"$1,585,108,785.26","$52,148.24",0.00%
-309,101,Breweries,"$37,340,990,790.38","$1,226,201.24",0.00%
-310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$8,744,618.41",0.00%
-311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$2,649,238.34",0.00%
-312,103,Distilleries,"$24,706,251,736.01","$803,259.96",0.00%
-313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$2,815,776.93",0.00%
-314,108,Nonwoven fabric mills,"$8,073,560,162.60","$261,451.06",0.00%
-315,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$419,928.47",0.00%
-316,171,Surface active agent manufacturing,"$7,929,977,473.13","$253,594.25",0.00%
-317,91,Tortilla manufacturing,"$6,637,815,191.50","$211,800.84",0.00%
-318,398,Water transportation,"$76,976,695,291.27","$2,455,487.17",0.00%
-319,100,Manufactured ice,"$1,531,542,683.93","$48,563.01",0.00%
-320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$5,384,156.66",0.00%
-321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$947,461.15",0.00%
-322,449,Veterinary services,"$71,596,357,121.77","$2,266,103.55",0.00%
-323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$8,881,104.54",0.00%
-324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$428,580.50",0.00%
-325,67,Beet sugar manufacturing,"$4,964,816,518.93","$156,548.23",0.00%
-326,193,Glass container manufacturing,"$6,929,253,311.43","$218,116.61",0.00%
-327,444,Management consulting services,"$314,984,356,065.88","$9,908,260.69",0.00%
-328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$627,436.10",0.00%
-329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$2,413,641.65",0.00%
-330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$418,335.26",0.00%
-331,111,Fabric coating mills,"$2,941,340,275.34","$91,962.33",0.00%
-332,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$183,144.09",0.00%
-333,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$457,100.00",0.00%
-334,3,Vegetable and melon farming,"$30,885,272,746.48","$962,687.18",0.00%
-335,363,Dental laboratories,"$6,071,164,155.13","$189,139.69",0.00%
-336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$442,178.94",0.00%
-337,60,Flour milling,"$24,410,235,377.89","$758,277.20",0.00%
-338,106,Broadwoven fabric mills,"$6,004,476,568.14","$186,379.66",0.00%
-339,429,Other real estate,"$2,063,772,881,991.79","$63,998,541.79",0.00%
-340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$162,196.92",0.00%
-341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$415,411.49",0.00%
-342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$879,787.50",0.00%
-343,62,Malt manufacturing,"$1,609,185,168.11","$49,447.01",0.00%
-344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$212,737.36",0.00%
-345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$516,813.29",0.00%
-346,409,Greeting card publishing,"$620,260,994.43","$18,843.96",0.00%
-347,68,Sugar cane mills and refining,"$9,295,080,877.39","$281,553.01",0.00%
-348,415,Wired telecommunications carriers,"$312,303,330,075.70","$9,432,454.81",0.00%
-349,83,Poultry processing,"$105,186,301,944.41","$3,170,985.59",0.00%
-350,328,Motor home manufacturing,"$8,213,805,405.62","$247,429.37",0.00%
-351,434,Video tape and disc rental,"$2,056,888,651.68","$61,817.50",0.00%
-352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$194,056.39",0.00%
-353,59,Other animal food manufacturing,"$65,579,824,303.67","$1,957,938.59",0.00%
-354,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$927,720.45",0.00%
-355,98,All other food manufacturing,"$57,495,650,042.31","$1,701,950.86",0.00%
-356,18,Commercial hunting and trapping,"$1,457,086,312.35","$43,052.29",0.00%
-357,500,Death care services,"$21,907,750,073.48","$646,565.47",0.00%
-358,113,Curtain and linen mills,"$2,979,017,369.60","$87,892.77",0.00%
-359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$213,559.54",0.00%
-360,77,Cheese manufacturing,"$78,758,678,813.71","$2,315,327.84",0.00%
-361,412,Sound recording industries,"$31,525,668,537.03","$925,075.02",0.00%
-362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$687,422.74",0.00%
-363,117,Apparel knitting mills,"$1,078,135,943.04","$31,540.38",0.00%
-364,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$51,454.94",0.00%
-365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$1,338,754.64",0.00%
-366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$7,335,469.67",0.00%
-367,13,Poultry and egg production,"$78,014,200,034.51","$2,270,856.06",0.00%
-368,97,Spice and extract manufacturing,"$19,373,537,300.45","$563,729.88",0.00%
-369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$607,204.13",0.00%
-370,12,Dairy cattle and milk production,"$55,960,191,839.82","$1,603,369.09",0.00%
-371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$240,799.76",0.00%
-372,4,Fruit farming,"$27,048,229,916.23","$765,022.01",0.00%
-373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$371,646.44",0.00%
-374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$74,953.73",0.00%
-375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$424,029.35",0.00%
-376,473,Nursing and community care facilities,"$259,557,368,469.24","$7,266,857.34",0.00%
-377,79,Fluid milk manufacturing,"$58,670,165,867.62","$1,637,741.99",0.00%
-378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$110,856.68",0.00%
-379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$212,167.63",0.00%
-380,122,Footwear manufacturing,"$3,007,443,476.76","$83,334.79",0.00%
-381,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$196,162.74",0.00%
-382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$71,827.07",0.00%
-383,344,Boat building,"$16,575,494,394.55","$458,557.33",0.00%
-384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$1,107,708.12",0.00%
-385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$516,157.18",0.00%
-386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$125,282.37",0.00%
-387,75,Canned specialties,"$12,228,701,977.18","$335,711.04",0.00%
-388,407,Book publishers,"$38,981,960,284.47","$1,059,553.87",0.00%
-389,80,Creamery butter manufacturing,"$9,920,387,946.25","$269,131.98",0.00%
-390,298,Electronic connector manufacturing,"$10,285,711,165.08","$276,844.56",0.00%
-391,114,Textile bag and canvas mills,"$5,249,055,341.28","$140,989.28",0.00%
-392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$159,569.50",0.00%
-393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$1,021,889.63",0.00%
-394,85,Meat processed from carcasses,"$97,119,832,558.67","$2,587,563.04",0.00%
-395,104,Tobacco manufacturing,"$54,449,721,766.50","$1,448,749.74",0.00%
-396,2,Grain farming,"$92,515,635,807.06","$2,459,496.94",0.00%
-397,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$440,421.97",0.00%
-398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$284,234.58",0.00%
-399,430,Tenant-occupied housing,"$685,796,968,030.48","$18,021,785.09",0.00%
-400,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$198,559.80",0.00%
-401,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$314,483.30",0.00%
-402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$797,594.81",0.00%
-403,357,Mattress manufacturing,"$9,419,270,908.18","$244,069.10",0.00%
-404,20,Oil and gas extraction,"$440,054,943,164.76","$11,382,913.76",0.00%
-405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$3,223,233.05",0.00%
-406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$3,138,815.42",0.00%
-407,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$401,695.52",0.00%
-408,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$369,843.50",0.00%
-409,411,Motion picture and video industries,"$175,387,116,345.71","$4,379,361.10",0.00%
-410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$463,165.84",0.00%
-411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$282,020.29",0.00%
-412,61,Rice milling,"$4,898,466,736.87","$117,727.88",0.00%
-413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$177,279.39",0.00%
-414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$498,180.39",0.00%
-415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$77,375.54",0.00%
-416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$865,541.24",0.00%
-417,318,Battery manufacturing,"$39,581,382,532.18","$915,866.66",0.00%
-418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$349,333.15",0.00%
-419,141,Stationery product manufacturing,"$6,277,104,685.19","$141,631.86",0.00%
-420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$10,900,695.95",0.00%
-421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$587,736.03",0.00%
-422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$684,354.20",0.00%
-423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$60,694.89",0.00%
-424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$50,258.26",0.00%
-425,1,Oilseed farming,"$49,937,187,262.22","$1,048,555.98",0.00%
-426,17,Commercial fishing,"$6,396,190,709.37","$131,966.38",0.00%
-427,136,Pulp mills,"$4,388,558,617.42","$90,451.70",0.00%
-428,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$753,758.32",0.00%
-429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$1,070,289.01",0.00%
-430,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$1,129,123.31",0.00%
-431,441,Custom computer programming services,"$369,576,048,122.11","$7,354,078.86",0.00%
-432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$220,649.95",0.00%
-433,373,Burial casket manufacturing,"$823,043,789.50","$15,802.90",0.00%
-434,442,Computer systems design services,"$372,342,526,925.07","$7,015,486.75",0.00%
-435,358,Blind and shade manufacturing,"$2,260,551,655.48","$42,311.13",0.00%
-436,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$388,602.59",0.00%
-437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$22,457.28",0.00%
-438,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$413,262.49",0.00%
-439,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$228,892.59",0.00%
-440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$306,497.04",0.00%
-441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$140,828.10",0.00%
-442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$23,569.95",0.00%
-443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$180,293.99",0.00%
-444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$709,836.47",0.00%
-445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$226,375.14",0.00%
-446,313,Major household appliance manufacturing,"$31,013,443,561.11","$469,835.28",0.00%
-447,5,Tree nut farming,"$10,840,952,356.98","$162,198.26",0.00%
-448,265,Industrial mold manufacturing,"$7,530,247,856.23","$110,222.50",0.00%
-449,112,Carpet and rug mills,"$11,693,395,459.88","$168,773.46",0.00%
-450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$206,585.52",0.00%
-451,287,Electronic computer manufacturing,"$59,399,365,371.42","$802,236.90",0.00%
-452,8,Cotton farming,"$5,875,423,327.42","$75,532.08",0.00%
-453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$69,256.89",0.00%
-454,368,Sign manufacturing,"$16,164,025,409.21","$193,180.46",0.00%
-455,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$50,123.65",0.00%
-456,353,Wood office furniture manufacturing,"$4,581,758,413.14","$53,652.18",0.00%
-457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$103,995.90",0.00%
-458,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$75,617.77",0.00%
-459,370,Musical instrument manufacturing,"$2,442,378,807.18","$28,038.91",0.00%
-460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$422,509.48",0.00%
-461,268,Machine tool manufacturing,"$14,689,449,094.47","$164,555.20",0.00%
-462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$163,241.25",0.00%
-463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$165,882.75",0.00%
-464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$34,897.53",0.00%
-465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$66,574.12",0.00%
-466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$123,706.80",0.00%
-467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$327,458.99",0.00%
-468,352,Institutional furniture manufacturing,"$6,520,456,951.78","$48,648.39",0.00%
-469,446,Scientific research and development services,"$1,205,188,770,353.59","$8,970,237.25",0.00%
-470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$137,145.47",0.00%
-471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$48,957.10",0.00%
-472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$62,202.82",0.00%
-473,7,Tobacco farming,"$938,019,405.97","$5,797.87",0.00%
-474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$337,101.98",0.00%
-475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$60,467.07",0.00%
-476,288,Computer storage device manufacturing,"$9,130,764,626.37","$49,953.66",0.00%
-477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$137,970.99",0.00%
-478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$2,549,510.99",0.00%
-479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$119,316.30",0.00%
-480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$22,083.51",0.00%
-481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$21,518.89",0.00%
-482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$36,995.98",0.00%
-483,258,Food product machinery manufacturing,"$8,325,550,800.97","$27,762.05",0.00%
-484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$130,456.54",0.00%
-485,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$100,455.81",0.00%
-486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$56,191.41",0.00%
-487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$82,410.90",0.00%
-488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$43,135.87",0.00%
-489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$146,486.27",0.00%
-490,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$30,711.54",0.00%
-491,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$76,748.12",0.00%
-492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$9,901.85",0.00%
-493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$73,154.33",0.00%
-494,343,Ship building and repairing,"$36,749,502,389.40","$71,344.49",0.00%
-495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$74,494.94",0.00%
-496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$29,792.44",0.00%
-497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$8,782.62",0.00%
-498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$14,581.54",0.00%
-499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$20,082.46",0.00%
-500,337,Aircraft manufacturing,"$153,008,468,478.69","$135,002.07",0.00%
-501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$50,049.63",0.00%
-502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$58,036.10",0.00%
-503,33,Other nonmetallic minerals services,"$3,066,411,048.87","$1,838.29",0.00%
-504,327,Truck trailer manufacturing,"$18,669,883,339.14","$7,032.10",0.00%
-505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$3,977.46",0.00%
-506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$2,619.54",0.00%
-507,30,Drilling oil and gas wells,"$11,827,333,275.53",$433.48,0.00%
+8,21,Coal mining,"$40,369,797,410.22","$76,092,289.78",0.19%
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,396,707.78",0.11%
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,061,748.69",0.09%
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,692,850.57",0.09%
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,592,714.64",0.07%
+13,221,Custom roll forming,"$3,403,758,221.65","$2,046,027.51",0.06%
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,572,803.89",0.06%
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,957,514.87",0.05%
+16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,098,431.32",0.05%
+17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$75,666,398.58",0.05%
+18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$13,736,584.77",0.05%
+19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,626,101.50",0.04%
+20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$21,151,518.50",0.04%
+21,23,Iron ore mining,"$4,242,665,589.12","$1,705,433.49",0.04%
+22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$2,011,355.97",0.04%
+23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$3,808,434.46",0.04%
+24,241,Metal heat treating,"$6,751,197,386.48","$2,360,053.84",0.03%
+25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$8,191,579.98",0.03%
+26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$3,233,885.75",0.03%
+27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$10,417,313.29",0.03%
+28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$6,322,789.90",0.03%
+29,239,Machine shops,"$58,418,188,845.25","$17,701,607.76",0.03%
+30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$11,450,511.32",0.03%
+31,315,Motor and generator manufacturing,"$20,631,390,946.06","$6,172,401.70",0.03%
+32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,230,503.82",0.03%
+33,174,Explosives manufacturing,"$3,336,015,892.42","$958,282.47",0.03%
+34,235,Metal cans manufacturing,"$27,208,678,262.97","$7,540,812.71",0.03%
+35,229,Plate work manufacturing,"$15,417,788,320.32","$4,181,208.79",0.03%
+36,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$70,384,103.53",0.03%
+37,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$1,598,969.04",0.02%
+38,167,Paint and coating manufacturing,"$40,256,103,819.80","$9,670,177.80",0.02%
+39,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,543,545.15",0.02%
+40,220,Nonferrous metal foundries,"$14,956,699,164.90","$3,381,876.02",0.02%
+41,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$14,888,663.73",0.02%
+42,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$3,995,474.20",0.02%
+43,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$1,100,953.18",0.02%
+44,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$3,438,205.63",0.02%
+45,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$11,316,606.32",0.02%
+46,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$1,565,328.07",0.02%
+47,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$4,563,387.56",0.02%
+48,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$3,190,719.42",0.02%
+49,109,Knit fabric mills,"$1,209,761,149.04","$207,363.64",0.02%
+50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$2,028,265.23",0.02%
+51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,115,771.85",0.02%
+52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$1,867,116.28",0.02%
+53,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$1,111,868.96",0.02%
+54,210,Steel wire drawing,"$6,965,034,108.99","$1,075,606.27",0.02%
+55,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$1,116,208.30",0.02%
+56,199,Other concrete product manufacturing,"$20,872,805,363.99","$3,188,650.02",0.02%
+57,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$66,142,263.33",0.01%
+58,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$2,292,974.44",0.01%
+59,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$27,998,764.20",0.01%
+60,311,Lighting fixture manufacturing,"$13,551,146,025.36","$1,847,643.06",0.01%
+61,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,961,841.27",0.01%
+62,200,Lime manufacturing,"$3,411,426,132.51","$453,887.75",0.01%
+63,201,Gypsum product manufacturing,"$10,849,873,573.69","$1,425,380.66",0.01%
+64,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$3,477,846.78",0.01%
+65,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$2,120,751.52",0.01%
+66,460,Other support services,"$93,493,521,065.46","$11,701,862.32",0.01%
+67,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$1,143,798.96",0.01%
+68,185,Other plastics product manufacturing,"$119,757,914,903.54","$14,508,155.67",0.01%
+69,226,Handtool manufacturing,"$9,269,806,810.85","$1,109,245.06",0.01%
+70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$909,624.11",0.01%
+71,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$175,613.40",0.01%
+72,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$3,915,110.35",0.01%
+73,195,Cement manufacturing,"$16,124,794,202.42","$1,788,483.75",0.01%
+74,188,Other rubber product manufacturing,"$18,947,852,104.12","$2,063,112.63",0.01%
+75,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$553,292.34",0.01%
+76,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$1,432,697.42",0.01%
+77,138,Paperboard mills,"$37,769,326,092.36","$4,046,704.64",0.01%
+78,139,Paperboard container manufacturing,"$102,476,045,826.39","$10,866,435.24",0.01%
+79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$5,847,572.21",0.01%
+80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$730,518.40",0.01%
+81,131,"Other millwork, including flooring","$11,872,958,758.31","$1,185,520.87",0.01%
+82,32,Metal mining services,"$2,048,448,774.82","$198,397.81",0.01%
+83,152,Industrial gas manufacturing,"$43,958,605,364.15","$4,243,847.23",0.01%
+84,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$33,091,048.89",0.01%
+85,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,076,835.11",0.01%
+86,397,Rail transportation,"$92,013,918,170.42","$8,505,634.17",0.01%
+87,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$825,133.91",0.01%
+88,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$2,735,838.44",0.01%
+89,125,Wood preservation,"$12,385,421,188.04","$1,101,686.96",0.01%
+90,451,Management of companies and enterprises,"$819,034,418,120.62","$72,334,082.38",0.01%
+91,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$1,004,226.56",0.01%
+92,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$815,440.02",0.01%
+93,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$2,542,770.16",0.01%
+94,129,Wood windows and door manufacturing,"$22,029,620,673.99","$1,898,563.37",0.01%
+95,124,Sawmills,"$42,023,969,480.44","$3,608,211.50",0.01%
+96,27,Sand and gravel mining,"$15,322,656,295.20","$1,297,778.49",0.01%
+97,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$4,278,810.90",0.01%
+98,186,Tire manufacturing,"$25,656,100,926.70","$2,163,024.72",0.01%
+99,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$13,805,951.70",0.01%
+100,24,Gold ore and silver ore mining,"$14,012,282,637.55","$1,179,084.48",0.01%
+101,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$464,274.68",0.01%
+102,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$734,481.59",0.01%
+103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$101,341.86",0.01%
+104,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$841,391.61",0.01%
+105,230,Metal window and door manufacturing,"$25,916,655,606.62","$2,109,155.85",0.01%
+106,299,Other electronic component manufacturing,"$20,043,941,097.34","$1,605,601.16",0.01%
+107,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$693,402.62",0.01%
+108,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$6,794,009.65",0.01%
+109,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,333,058.30",0.01%
+110,26,Stone mining and quarrying,"$22,604,707,721.04","$1,756,285.88",0.01%
+111,455,Business support services,"$98,531,422,147.59","$7,620,374.09",0.01%
+112,16,Commercial logging,"$9,708,016,677.17","$748,865.35",0.01%
+113,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$1,445,094.50",0.01%
+114,457,Investigation and security services,"$87,760,959,501.87","$6,639,073.45",0.01%
+115,399,Truck transportation,"$517,459,714,328.88","$38,586,800.33",0.01%
+116,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$1,191,679.75",0.01%
+117,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$997,103.86",0.01%
+118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$3,621,770.26",0.01%
+119,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$3,823,001.22",0.01%
+120,454,Employment services,"$472,021,118,180.87","$33,454,869.24",0.01%
+121,508,Postal service,"$82,216,438,935.22","$5,731,687.73",0.01%
+122,25,Other metal ore mining,"$4,177,930,861.03","$288,806.09",0.01%
+123,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$1,820,323.92",0.01%
+124,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$177,173.27",0.01%
+125,191,Flat glass manufacturing,"$5,646,246,245.84","$382,297.19",0.01%
+126,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$5,590,622.01",0.01%
+127,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$1,249,986.54",0.01%
+128,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$371,633.46",0.01%
+129,237,Hardware manufacturing,"$11,360,442,824.27","$759,577.12",0.01%
+130,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$6,921,105.22",0.01%
+131,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$399,836.81",0.01%
+132,509,Federal electric utilities,"$15,278,393,331.48","$999,079.05",0.01%
+133,515,Local government electric utilities,"$63,242,600,402.80","$4,118,180.37",0.01%
+134,512,State government electric utilities,"$2,138,213,300.81","$139,122.43",0.01%
+135,41,Electric power generation - All other,"$598,610,063.76","$38,845.62",0.01%
+136,39,Electric power generation - Geothermal,"$1,089,212,605.47","$70,682.30",0.01%
+137,36,Electric power generation - Nuclear,"$48,600,191,094.94","$3,153,813.19",0.01%
+138,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$723,576.63",0.01%
+139,37,Electric power generation - Solar,"$15,183,687,778.59","$985,315.36",0.01%
+140,38,Electric power generation - Wind,"$31,436,960,621.21","$2,040,039.33",0.01%
+141,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$10,385,377.05",0.01%
+142,40,Electric power generation - Biomass,"$3,248,354,871.06","$210,795.56",0.01%
+143,42,Electric power transmission and distribution,"$454,802,637,163.46","$29,489,465.05",0.01%
+144,404,Warehousing and storage,"$196,283,203,045.69","$12,617,856.97",0.01%
+145,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$403,850.89",0.01%
+146,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$538,568.03",0.01%
+147,403,Couriers and messengers,"$147,389,575,412.04","$9,415,262.00",0.01%
+148,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$621,695.69",0.01%
+149,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$227,053.57",0.01%
+150,453,Facilities support services,"$38,362,646,138.12","$2,366,956.88",0.01%
+151,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$343,041.13",0.01%
+152,440,Specialized design services,"$61,729,364,047.76","$3,790,372.38",0.01%
+153,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,374,199.73",0.01%
+154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$6,170,057.28",0.01%
+155,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$13,396,225.33",0.01%
+156,173,Printing ink manufacturing,"$4,197,932,161.56","$237,450.91",0.01%
+157,231,Sheet metal work manufacturing,"$38,948,717,887.18","$2,193,784.57",0.01%
+158,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$278,640.91",0.01%
+159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$18,806,386.08",0.01%
+160,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$1,257,059.07",0.01%
+161,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$2,050,241.69",0.01%
+162,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$863,713.16",0.01%
+163,205,Mineral wool manufacturing,"$10,606,371,397.91","$563,872.61",0.01%
+164,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$918,534.37",0.01%
+165,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$718,084.09",0.01%
+166,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$12,931,788.03",0.01%
+167,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$13,727,473.04",0.01%
+168,447,"Advertising, public relations, and related services","$221,366,844,538.02","$11,352,386.95",0.01%
+169,168,Adhesive manufacturing,"$19,417,045,098.31","$993,498.69",0.01%
+170,116,Other textile product mills,"$5,849,355,190.48","$298,032.20",0.01%
+171,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$387,266.68",0.01%
+172,321,Wiring device manufacturing,"$23,088,452,099.69","$1,163,264.59",0.01%
+173,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$190,914.32",0.01%
+174,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$29,347,702.70",0.01%
+175,151,Petrochemical manufacturing,"$213,898,809,710.92","$10,725,900.12",0.01%
+176,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$477,051.54",0.00%
+177,161,Fertilizer mixing,"$6,609,942,413.23","$326,576.25",0.00%
+178,43,Natural gas distribution,"$112,805,479,068.56","$5,568,190.91",0.00%
+179,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$1,505,423.80",0.00%
+180,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$7,741,337.06",0.00%
+181,137,Paper mills,"$44,700,830,052.02","$2,181,844.54",0.00%
+182,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$4,867,437.47",0.00%
+183,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$13,457,048.08",0.00%
+184,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$10,938,613.30",0.00%
+185,254,Construction machinery manufacturing,"$64,676,876,659.63","$3,060,603.72",0.00%
+186,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$19,405,425.12",0.00%
+187,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$6,094,569.40",0.00%
+188,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$10,381,072.20",0.00%
+189,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$17,049,277.18",0.00%
+190,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$4,349,034.21",0.00%
+191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,940,504.09",0.00%
+192,413,Radio and television broadcasting,"$126,652,960,389.18","$5,806,201.82",0.00%
+193,458,Services to buildings,"$184,887,389,840.19","$8,374,737.25",0.00%
+194,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$53,380.83",0.00%
+195,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$364,232.15",0.00%
+196,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$22,404,162.63",0.00%
+197,448,Photographic services,"$18,611,681,469.69","$832,260.36",0.00%
+198,110,Textile and fabric finishing mills,"$5,488,614,083.97","$243,992.07",0.00%
+199,437,Legal services,"$482,145,097,198.44","$21,388,276.27",0.00%
+200,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$17,842,086.20",0.00%
+201,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$46,267,240.75",0.00%
+202,144,Printing,"$93,711,787,715.49","$4,067,276.00",0.00%
+203,452,Office administrative services,"$100,789,973,631.90","$4,369,948.34",0.00%
+204,418,"Data processing, hosting, and related services","$490,713,862,620.46","$21,033,909.03",0.00%
+205,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$12,949,693.56",0.00%
+206,406,Periodical publishers,"$28,726,880,599.05","$1,226,504.78",0.00%
+207,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$10,991,794.73",0.00%
+208,481,"Independent artists, writers, and performers","$78,191,306,536.76","$3,309,852.98",0.00%
+209,456,Travel arrangement and reservation services,"$92,038,956,694.17","$3,895,424.90",0.00%
+210,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$13,102,139.34",0.00%
+211,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$219,427.43",0.00%
+212,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$3,819,987.97",0.00%
+213,405,Newspaper publishers,"$23,494,267,330.25","$986,010.68",0.00%
+214,414,Cable and other subscription programming,"$129,841,466,724.49","$5,379,850.67",0.00%
+215,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$1,846,059.05",0.00%
+216,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$4,288,593.47",0.00%
+217,479,Commercial Sports Except Racing,"$62,631,985,438.99","$2,568,685.51",0.00%
+218,478,Performing arts companies,"$40,958,746,144.37","$1,676,823.02",0.00%
+219,145,Support activities for printing,"$3,010,426,339.58","$123,088.11",0.00%
+220,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$17,696,512.91",0.00%
+221,146,Petroleum refineries,"$685,338,713,966.20","$27,580,577.62",0.00%
+222,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$161,314.91",0.00%
+223,424,Other financial investment activities,"$568,453,393,226.55","$22,689,392.26",0.00%
+224,505,Business and professional associations,"$73,615,227,688.04","$2,938,056.69",0.00%
+225,10,All other crop farming,"$22,224,392,154.07","$886,296.50",0.00%
+226,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$316,801.31",0.00%
+227,495,Car washes,"$35,373,724,638.09","$1,398,961.94",0.00%
+228,493,All other food and drinking places,"$276,447,241,992.94","$10,929,988.26",0.00%
+229,44,"Water, sewage and other systems","$20,702,504,339.27","$817,462.01",0.00%
+230,461,Waste management and remediation services,"$177,999,302,351.73","$7,025,983.71",0.00%
+231,490,Other accommodations,"$16,436,225,502.96","$645,803.50",0.00%
+232,491,Full-service restaurants,"$600,936,370,418.40","$23,577,860.36",0.00%
+233,510,Other federal government enterprises,"$6,854,090,185.53","$268,067.96",0.00%
+234,426,"Insurance carriers, except direct life","$763,623,938,208.92","$29,737,503.67",0.00%
+235,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$1,017,988.35",0.00%
+236,459,Landscape and horticultural services,"$165,786,078,305.71","$6,421,815.88",0.00%
+237,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$614,539.09",0.00%
+238,513,Other state government enterprises,"$26,495,170,772.45","$1,021,382.03",0.00%
+239,63,Wet corn milling,"$38,891,507,770.56","$1,498,747.69",0.00%
+240,516,Other local government enterprises,"$353,931,726,040.53","$13,631,160.34",0.00%
+241,391,Retail - Gasoline stores,"$126,195,524,793.46","$4,839,199.58",0.00%
+242,487,Fitness and recreational sports centers,"$40,757,208,080.88","$1,559,292.10",0.00%
+243,462,Elementary and secondary schools,"$74,365,925,030.62","$2,834,401.58",0.00%
+244,486,Other amusement and recreation industries,"$73,097,118,023.77","$2,781,967.58",0.00%
+245,476,Child day care services,"$86,623,931,960.28","$3,296,044.82",0.00%
+246,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$2,854,995.57",0.00%
+247,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$359,984.05",0.00%
+248,507,Private households,"$27,265,934,911.83","$1,033,299.84",0.00%
+249,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$1,313,170.65",0.00%
+250,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,965,162.37",0.00%
+251,475,Individual and family services,"$197,385,106,011.81","$7,449,767.43",0.00%
+252,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$4,298,616.56",0.00%
+253,503,Religious organizations,"$160,924,588,099.97","$6,054,457.48",0.00%
+254,472,Hospitals,"$1,246,642,306,210.30","$46,816,667.83",0.00%
+255,480,Racing and Track Operation,"$2,466,251,193.93","$92,259.15",0.00%
+256,431,Owner-occupied housing,"$2,353,458,000,000.00","$87,604,180.60",0.00%
+257,492,Limited-service restaurants,"$662,772,350,208.32","$24,634,746.26",0.00%
+258,488,Bowling centers,"$4,651,609,193.39","$172,217.69",0.00%
+259,464,Other educational services,"$150,226,479,511.36","$5,553,518.48",0.00%
+260,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$779,269.13",0.00%
+261,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$948,478.25",0.00%
+262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$6,861,988.27",0.00%
+263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,953,758.39",0.00%
+264,394,Retail - General merchandise stores,"$308,393,207,557.39","$11,307,334.43",0.00%
+265,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$3,594,564.22",0.00%
+266,502,Other personal services,"$133,455,503,992.02","$4,874,793.51",0.00%
+267,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$910,032.50",0.00%
+268,499,Personal care services,"$99,129,280,065.60","$3,610,617.16",0.00%
+269,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,979,742.33",0.00%
+270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$12,319,713.88",0.00%
+271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$744,310.12",0.00%
+272,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$468,794.05",0.00%
+273,466,Offices of dentists,"$187,241,521,354.72","$6,729,692.87",0.00%
+274,425,Direct life insurance carriers,"$118,798,771,122.27","$4,265,263.39",0.00%
+275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$2,220,683.95",0.00%
+276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$3,352,373.39",0.00%
+277,410,Software publishers,"$481,752,923,538.80","$17,254,238.37",0.00%
+278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$4,649,338.98",0.00%
+279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$1,479,215.41",0.00%
+280,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$2,647,118.58",0.00%
+281,465,Offices of physicians,"$710,425,690,758.33","$25,342,788.28",0.00%
+282,396,Air transportation,"$328,394,890,891.02","$11,690,541.71",0.00%
+283,467,Offices of other health practitioners,"$173,037,357,927.83","$6,155,629.59",0.00%
+284,443,"Other computer related services, including facilities management","$72,014,303,860.80","$2,559,363.06",0.00%
+285,102,Wineries,"$27,858,635,866.29","$989,456.72",0.00%
+286,390,Retail - Health and personal care stores,"$203,751,544,401.25","$7,231,554.91",0.00%
+287,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$7,050,410.93",0.00%
+288,506,Labor and civic organizations,"$81,538,720,493.49","$2,887,973.56",0.00%
+289,401,Pipeline transportation,"$77,957,430,742.25","$2,741,739.99",0.00%
+290,445,Environmental and other technical consulting services,"$89,248,872,652.10","$3,136,464.80",0.00%
+291,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$8,803,669.47",0.00%
+292,468,Outpatient care centers,"$254,994,924,915.48","$8,940,359.03",0.00%
+293,470,Home health care services,"$148,884,219,821.65","$5,211,511.53",0.00%
+294,143,All other converted paper product manufacturing,"$7,484,025,289.68","$261,469.67",0.00%
+295,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$767,537.58",0.00%
+296,58,Dog and cat food manufacturing,"$42,027,131,811.09","$1,453,369.36",0.00%
+297,65,Fats and oils refining and blending,"$27,186,577,576.39","$940,156.57",0.00%
+298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$559,198.80",0.00%
+299,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$3,521,346.82",0.00%
+300,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$1,363,339.03",0.00%
+301,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$147,647.00",0.00%
+302,484,Amusement parks and arcades,"$27,154,350,236.67","$933,495.02",0.00%
+303,292,Other communications equipment manufacturing,"$8,476,374,888.63","$288,073.74",0.00%
+304,64,Soybean and other oilseed processing,"$76,308,728,857.11","$2,574,058.81",0.00%
+305,514,Local government passenger transit,"$14,082,847,680.82","$474,943.08",0.00%
+306,511,State government passenger transit,"$1,585,108,785.26","$53,457.69",0.00%
+307,93,Other snack food manufacturing,"$38,904,968,131.82","$1,311,820.18",0.00%
+308,101,Breweries,"$37,340,990,790.38","$1,254,921.44",0.00%
+309,398,Water transportation,"$76,976,695,291.27","$2,580,426.64",0.00%
+310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$8,944,161.34",0.00%
+311,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,083,779.66",0.00%
+312,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$2,711,246.15",0.00%
+313,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$125,524.46",0.00%
+314,103,Distilleries,"$24,706,251,736.01","$822,204.67",0.00%
+315,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$2,881,448.92",0.00%
+316,108,Nonwoven fabric mills,"$8,073,560,162.60","$267,752.81",0.00%
+317,91,Tortilla manufacturing,"$6,637,815,191.50","$216,759.91",0.00%
+318,171,Surface active agent manufacturing,"$7,929,977,473.13","$258,947.61",0.00%
+319,400,Transit and ground passenger transportation,"$169,895,344,811.88","$5,518,044.20",0.00%
+320,100,Manufactured ice,"$1,531,542,683.93","$49,699.03",0.00%
+321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$969,651.99",0.00%
+322,444,Management consulting services,"$314,984,356,065.88","$10,207,899.97",0.00%
+323,449,Veterinary services,"$71,596,357,121.77","$2,319,109.14",0.00%
+324,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$9,085,575.40",0.00%
+325,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$438,604.52",0.00%
+326,67,Beet sugar manufacturing,"$4,964,816,518.93","$160,211.58",0.00%
+327,193,Glass container manufacturing,"$6,929,253,311.43","$223,385.68",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$642,203.95",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$2,470,214.09",0.00%
+330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$428,119.22",0.00%
+331,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$187,832.46",0.00%
+332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$467,781.04",0.00%
+333,3,Vegetable and melon farming,"$30,885,272,746.48","$985,220.77",0.00%
+334,363,Dental laboratories,"$6,071,164,155.13","$193,564.45",0.00%
+335,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$452,583.75",0.00%
+336,111,Fabric coating mills,"$2,941,340,275.34","$93,544.19",0.00%
+337,60,Flour milling,"$24,410,235,377.89","$776,039.13",0.00%
+338,106,Broadwoven fabric mills,"$6,004,476,568.14","$190,831.10",0.00%
+339,429,Other real estate,"$2,063,772,881,991.79","$65,497,385.74",0.00%
+340,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$903,958.54",0.00%
+341,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$165,995.80",0.00%
+342,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$425,127.39",0.00%
+343,62,Malt manufacturing,"$1,609,185,168.11","$50,606.05",0.00%
+344,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$528,897.82",0.00%
+345,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$217,654.66",0.00%
+346,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$976,815.15",0.00%
+347,409,Greeting card publishing,"$620,260,994.43","$19,287.98",0.00%
+348,68,Sugar cane mills and refining,"$9,295,080,877.39","$288,139.60",0.00%
+349,415,Wired telecommunications carriers,"$312,303,330,075.70","$9,640,292.56",0.00%
+350,83,Poultry processing,"$105,186,301,944.41","$3,245,292.00",0.00%
+351,328,Motor home manufacturing,"$8,213,805,405.62","$253,169.63",0.00%
+352,434,Video tape and disc rental,"$2,056,888,651.68","$63,265.18",0.00%
+353,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$198,604.69",0.00%
+354,59,Other animal food manufacturing,"$65,579,824,303.67","$2,004,590.98",0.00%
+355,98,All other food manufacturing,"$57,495,650,042.31","$1,741,795.40",0.00%
+356,18,Commercial hunting and trapping,"$1,457,086,312.35","$44,059.18",0.00%
+357,500,Death care services,"$21,907,750,073.48","$661,638.08",0.00%
+358,113,Curtain and linen mills,"$2,979,017,369.60","$89,938.63",0.00%
+359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$218,554.65",0.00%
+360,77,Cheese manufacturing,"$78,758,678,813.71","$2,369,711.11",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$947,266.96",0.00%
+362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$703,603.33",0.00%
+363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$52,704.51",0.00%
+364,117,Apparel knitting mills,"$1,078,135,943.04","$32,268.74",0.00%
+365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$1,370,102.67",0.00%
+366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$7,506,896.22",0.00%
+367,13,Poultry and egg production,"$78,014,200,034.51","$2,324,071.96",0.00%
+368,97,Spice and extract manufacturing,"$19,373,537,300.45","$576,960.57",0.00%
+369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$617,219.25",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$1,641,073.64",0.00%
+371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$245,489.11",0.00%
+372,4,Fruit farming,"$27,048,229,916.23","$782,964.24",0.00%
+373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$380,418.00",0.00%
+374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$76,721.54",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$433,979.54",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$7,436,127.60",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$1,676,176.20",0.00%
+378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$113,603.49",0.00%
+379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$217,107.38",0.00%
+380,122,Footwear manufacturing,"$3,007,443,476.76","$85,264.68",0.00%
+381,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$73,465.70",0.00%
+382,344,Boat building,"$16,575,494,394.55","$469,462.17",0.00%
+383,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$1,133,845.41",0.00%
+384,87,Seafood product preparation and packaging,"$18,709,695,060.42","$528,289.84",0.00%
+385,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$199,852.28",0.00%
+386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$128,352.81",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$343,578.92",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$1,084,798.08",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$275,478.24",0.00%
+390,114,Textile bag and canvas mills,"$5,249,055,341.28","$144,572.48",0.00%
+391,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$163,222.76",0.00%
+392,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$1,045,876.45",0.00%
+393,20,Oil and gas extraction,"$440,054,943,164.76","$12,013,794.81",0.00%
+394,298,Electronic connector manufacturing,"$10,285,711,165.08","$280,454.99",0.00%
+395,85,Meat processed from carcasses,"$97,119,832,558.67","$2,648,083.02",0.00%
+396,104,Tobacco manufacturing,"$54,449,721,766.50","$1,482,463.42",0.00%
+397,2,Grain farming,"$92,515,635,807.06","$2,516,170.56",0.00%
+398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$290,877.90",0.00%
+399,430,Tenant-occupied housing,"$685,796,968,030.48","$18,441,952.52",0.00%
+400,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$203,212.41",0.00%
+401,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$443,547.74",0.00%
+402,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$816,529.55",0.00%
+403,357,Mattress manufacturing,"$9,419,270,908.18","$249,713.98",0.00%
+404,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$316,513.42",0.00%
+405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$3,298,904.13",0.00%
+406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$3,212,525.30",0.00%
+407,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$379,219.13",0.00%
+408,411,Motion picture and video industries,"$175,387,116,345.71","$4,479,599.29",0.00%
+409,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$408,908.46",0.00%
+410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$474,381.31",0.00%
+411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$288,652.41",0.00%
+412,61,Rice milling,"$4,898,466,736.87","$120,483.34",0.00%
+413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$181,492.32",0.00%
+414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$509,968.84",0.00%
+415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$79,168.68",0.00%
+416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$887,255.64",0.00%
+417,318,Battery manufacturing,"$39,581,382,532.18","$935,069.58",0.00%
+418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$356,568.15",0.00%
+419,439,"Architectural, engineering, and related services","$491,156,469,463.54","$11,419,833.99",0.00%
+420,141,Stationery product manufacturing,"$6,277,104,685.19","$144,714.08",0.00%
+421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$601,886.11",0.00%
+422,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$62,288.10",0.00%
+423,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$699,917.52",0.00%
+424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$51,424.91",0.00%
+425,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$1,208,170.28",0.00%
+426,1,Oilseed farming,"$49,937,187,262.22","$1,071,782.77",0.00%
+427,17,Commercial fishing,"$6,396,190,709.37","$135,112.91",0.00%
+428,136,Pulp mills,"$4,388,558,617.42","$91,809.68",0.00%
+429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$1,083,161.68",0.00%
+430,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$754,730.79",0.00%
+431,441,Custom computer programming services,"$369,576,048,122.11","$7,491,567.71",0.00%
+432,373,Burial casket manufacturing,"$823,043,789.50","$16,172.39",0.00%
+433,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$220,820.05",0.00%
+434,442,Computer systems design services,"$372,342,526,925.07","$7,151,546.77",0.00%
+435,358,Blind and shade manufacturing,"$2,260,551,655.48","$43,286.85",0.00%
+436,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$391,376.44",0.00%
+437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$22,991.61",0.00%
+438,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$234,056.08",0.00%
+439,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$313,685.21",0.00%
+440,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$415,645.24",0.00%
+441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$143,750.62",0.00%
+442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$24,130.00",0.00%
+443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$181,331.19",0.00%
+444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$720,734.14",0.00%
+445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$231,702.57",0.00%
+446,313,Major household appliance manufacturing,"$31,013,443,561.11","$479,379.13",0.00%
+447,5,Tree nut farming,"$10,840,952,356.98","$165,999.83",0.00%
+448,265,Industrial mold manufacturing,"$7,530,247,856.23","$112,039.62",0.00%
+449,112,Carpet and rug mills,"$11,693,395,459.88","$171,685.23",0.00%
+450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$211,486.59",0.00%
+451,287,Electronic computer manufacturing,"$59,399,365,371.42","$808,310.39",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$76,991.55",0.00%
+453,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$54,152.77",0.00%
+454,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$70,074.10",0.00%
+455,368,Sign manufacturing,"$16,164,025,409.21","$197,047.98",0.00%
+456,370,Musical instrument manufacturing,"$2,442,378,807.18","$28,713.06",0.00%
+457,353,Wood office furniture manufacturing,"$4,581,758,413.14","$53,682.13",0.00%
+458,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$104,063.54",0.00%
+459,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$75,741.32",0.00%
+460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$429,231.00",0.00%
+461,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$167,042.63",0.00%
+462,268,Machine tool manufacturing,"$14,689,449,094.47","$165,418.86",0.00%
+463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$169,539.00",0.00%
+464,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$68,882.57",0.00%
+465,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$35,873.56",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$125,396.38",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$334,635.19",0.00%
+468,446,Scientific research and development services,"$1,205,188,770,353.59","$9,240,916.88",0.00%
+469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$48,755.11",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$138,606.48",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$49,503.10",0.00%
+472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$63,225.52",0.00%
+473,7,Tobacco farming,"$938,019,405.97","$5,933.47",0.00%
+474,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$62,431.44",0.00%
+475,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$344,488.03",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$50,960.52",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$139,253.62",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$2,608,699.00",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$122,102.03",0.00%
+480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$22,558.67",0.00%
+481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$21,920.64",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$37,625.82",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$28,144.86",0.00%
+484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$130,736.56",0.00%
+485,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$102,827.16",0.00%
+486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$56,598.07",0.00%
+487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$83,633.60",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$43,350.26",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$148,238.30",0.00%
+490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$78,338.78",0.00%
+491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$30,827.48",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$10,048.07",0.00%
+493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$74,811.43",0.00%
+494,343,Ship building and repairing,"$36,749,502,389.40","$74,649.67",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$77,460.10",0.00%
+496,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$9,396.40",0.00%
+497,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$30,667.94",0.00%
+498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$14,861.93",0.00%
+499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$20,411.65",0.00%
+500,337,Aircraft manufacturing,"$153,008,468,478.69","$135,714.58",0.00%
+501,31,Support activities for oil and gas operations,"$91,409,573,478.95","$76,057.06",0.00%
+502,33,Other nonmetallic minerals services,"$3,066,411,048.87","$2,412.71",0.00%
+503,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$50,558.01",0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$7,215.05",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$4,061.37",0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$2,670.82",0.00%
+507,30,Drilling oil and gas wells,"$11,827,333,275.53",$484.57,0.00%
 508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
-509,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
-510,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
-511,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
-512,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
-513,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
-514,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
-515,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-516,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
-517,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
-518,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
-519,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
-520,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
-521,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
-522,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
-523,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
-524,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-525,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-526,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
-527,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-528,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+509,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+510,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+511,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+512,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+513,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+514,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+515,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+516,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+517,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+518,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+519,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+520,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+521,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+522,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+523,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+524,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+525,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+526,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+527,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+528,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/US/US_2031/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/US/US_2031/occupation_impacts_table.csv
index bda64eb..7f75616 100644
--- a/Model_Outputs/IMPLAN/US/US_2031/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/US/US_2031/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,251.14,237.02,"$48,234,706.93","$8,823,459.04","$57,058,165.98","556,768.16"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",79.53,76.29,"$17,902,592.14","$3,264,894.99","$21,167,487.13","170,947.83"
-11-3000,Operations Specialties Managers,192.59,186.45,"$41,919,098.22","$7,896,188.50","$49,815,286.71","414,340.00"
-11-9000,Other Management Occupations,242.76,230.71,"$37,446,331.31","$6,930,625.47","$44,376,956.78","516,728.83"
-13-1000,Business Operations Specialists,506.62,486.06,"$59,720,944.69","$10,931,840.05","$70,652,784.75","1,009,756.52"
-13-2000,Financial Specialists,172.13,166.15,"$24,291,579.70","$4,215,382.16","$28,506,961.86","344,770.45"
-15-1200,Computer Occupations,220.51,212.07,"$35,440,463.71","$6,086,163.97","$41,526,627.68","439,054.03"
-15-2000,Mathematical Science Occupations,18.92,18.25,"$3,156,858.57","$552,127.74","$3,708,986.31","37,471.52"
-17-1000,"Architects, Surveyors, and Cartographers",7.41,7.12,"$803,233.96","$133,555.06","$936,789.01","15,043.39"
-17-2000,Engineers,291.86,285.99,"$44,399,664.71","$9,178,994.82","$53,578,659.53","613,780.85"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",78.64,76.98,"$7,808,364.92","$1,629,887.86","$9,438,252.78","157,843.95"
-19-1000,Life Scientists,7.97,7.51,"$1,003,344.04","$185,053.48","$1,188,397.52","15,721.06"
-19-2000,Physical Scientists,6.83,6.61,"$972,591.05","$198,429.11","$1,171,020.15","13,739.22"
-19-3000,Social Scientists and Related Workers,3.93,3.63,"$434,082.95","$79,133.16","$513,216.11","7,187.45"
-19-4000,"Life, Physical, and Social Science Technicians",9.62,9.22,"$771,735.51","$162,394.57","$934,130.08","17,927.63"
-19-5000,Occupational Health and Safety Specialists and Technicians,18.07,17.50,"$1,936,576.14","$379,906.45","$2,316,482.58","36,931.98"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",55.77,50.15,"$3,277,015.61","$621,617.41","$3,898,633.02","97,215.29"
-21-2000,Religious Workers,26.49,22.94,"$1,249,894.73","$182,497.28","$1,432,392.02","52,302.26"
-23-1000,"Lawyers, Judges, and Related Workers",26.13,25.06,"$6,724,958.42","$1,143,322.99","$7,868,281.41","55,678.75"
-23-2000,Legal Support Workers,16.39,15.69,"$1,397,332.09","$235,095.22","$1,632,427.31","29,538.10"
-25-1000,Postsecondary Teachers,16.41,14.88,"$1,642,761.96","$368,023.36","$2,010,785.32","24,982.67"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",34.92,30.96,"$1,682,778.80","$336,995.14","$2,019,773.94","60,173.22"
-25-3000,Other Teachers and Instructors,23.34,20.87,"$955,745.20","$187,614.48","$1,143,359.68","30,164.79"
-25-4000,"Librarians, Curators, and Archivists",1.68,1.49,"$108,962.74","$20,033.35","$128,996.09","2,688.22"
-25-9000,Other Educational Instruction and Library Occupations,17.83,15.90,"$771,624.29","$150,658.21","$922,282.50","25,036.04"
-27-1000,Art and Design Workers,28.79,27.29,"$2,644,209.67","$459,522.14","$3,103,731.81","51,206.25"
-27-2000,"Entertainers and Performers, Sports and Related Workers",22.08,19.50,"$2,433,812.60","$423,649.84","$2,857,462.44","30,666.41"
-27-3000,Media and Communication Workers,26.90,25.30,"$3,125,210.65","$558,945.32","$3,684,155.97","49,348.85"
-27-4000,Media and Communication Equipment Workers,9.97,9.26,"$901,063.20","$161,028.86","$1,062,092.06","16,792.98"
-29-1000,Healthcare Diagnosing or Treating Practitioners,191.19,176.87,"$26,399,796.92","$5,194,233.82","$31,594,030.75","349,673.88"
-29-2000,Health Technologists and Technicians,94.08,86.48,"$6,023,052.47","$1,188,373.78","$7,211,426.25","167,251.76"
-29-9000,Other Healthcare Practitioners and Technical Occupations,3.78,3.51,"$308,934.13","$58,392.36","$367,326.50","7,117.30"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",182.22,163.32,"$5,967,700.81","$1,157,449.06","$7,125,149.87","283,748.00"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,6.32,5.79,"$312,415.97","$62,173.99","$374,589.96","9,491.30"
-31-9000,Other Healthcare Support Occupations,57.69,52.78,"$2,649,357.86","$504,140.10","$3,153,497.96","94,509.61"
-33-1000,Supervisors of Protective Service Workers,4.96,4.55,"$392,940.73","$71,906.07","$464,846.80","10,320.06"
-33-2000,Firefighting and Prevention Workers,2.68,2.46,"$139,210.82","$24,380.04","$163,590.86","6,714.17"
-33-3000,Law Enforcement Workers,1.08,0.98,"$72,105.81","$15,816.77","$87,922.58","2,372.12"
-33-9000,Other Protective Service Workers,90.23,82.65,"$4,392,130.45","$780,963.93","$5,173,094.37","151,313.47"
-35-1000,Supervisors of Food Preparation and Serving Workers,51.49,41.47,"$2,743,522.70","$394,137.96","$3,137,660.66","86,289.64"
-35-2000,Cooks and Food Preparation Workers,130.49,105.84,"$4,195,574.00","$619,085.19","$4,814,659.19","176,833.72"
-35-3000,Food and Beverage Serving Workers,270.82,217.86,"$7,343,468.08","$1,041,395.55","$8,384,863.63","297,294.36"
-35-9000,Other Food Preparation and Serving Related Workers,58.42,47.25,"$1,454,332.17","$206,861.10","$1,661,193.27","57,906.36"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,9.99,9.11,"$599,033.41","$103,939.91","$702,973.32","19,871.87"
-37-2000,Building Cleaning and Pest Control Workers,132.67,120.97,"$5,362,168.91","$954,004.08","$6,316,172.98","209,556.06"
-37-3000,Grounds Maintenance Workers,34.21,31.10,"$1,560,870.62","$274,257.52","$1,835,128.14","57,938.82"
-39-1000,Supervisors of Personal Care and Service Workers,7.09,6.20,"$441,650.65","$87,504.93","$529,155.58","12,345.53"
-39-2000,Animal Care and Service Workers,9.30,8.12,"$309,348.58","$47,132.93","$356,481.50","12,417.32"
-39-3000,Entertainment Attendants and Related Workers,21.89,18.86,"$690,699.85","$142,137.86","$832,837.71","23,894.22"
-39-4000,Funeral Service Workers,1.54,1.33,"$69,292.29","$9,951.92","$79,244.21","2,367.71"
-39-5000,Personal Appearance Workers,17.64,15.28,"$600,934.38","$89,195.11","$690,129.49","23,935.64"
-39-6000,"Baggage Porters, Bellhops, and Concierges",2.53,2.29,"$115,845.13","$19,832.75","$135,677.87","3,986.37"
-39-7000,Tour and Travel Guides,6.69,6.15,"$337,873.56","$60,891.97","$398,765.53","7,234.97"
-39-9000,Other Personal Care and Service Workers,43.02,37.24,"$1,182,107.58","$207,717.88","$1,389,825.46","50,125.60"
-41-1000,Supervisors of Sales Workers,55.64,50.29,"$4,587,676.69","$908,074.40","$5,495,751.09","110,118.68"
-41-2000,Retail Sales Workers,284.27,249.97,"$9,920,321.45","$2,054,886.99","$11,975,208.44","388,680.36"
-41-3000,"Sales Representatives, Services",100.69,96.08,"$11,286,850.27","$1,900,148.61","$13,186,998.88","200,820.34"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",164.47,159.53,"$18,952,858.09","$3,433,113.89","$22,385,971.98","347,166.85"
-41-9000,Other Sales and Related Workers,28.81,27.21,"$2,539,015.52","$453,018.99","$2,992,034.51","51,353.07"
-43-1000,Supervisors of Office and Administrative Support Workers,78.27,74.18,"$7,569,816.64","$1,451,286.50","$9,021,103.14","153,681.49"
-43-2000,Communications Equipment Operators,1.58,1.46,"$79,266.60","$14,434.50","$93,701.10","2,669.12"
-43-3000,Financial Clerks,146.19,138.96,"$9,639,977.12","$1,757,168.36","$11,397,145.49","260,199.74"
-43-4000,Information and Record Clerks,236.23,222.48,"$13,948,173.40","$2,565,195.95","$16,513,369.35","395,525.88"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",186.91,175.18,"$12,781,399.85","$3,341,186.47","$16,122,586.33","360,151.38"
-43-6000,Secretaries and Administrative Assistants,145.93,137.02,"$9,282,189.48","$1,687,688.94","$10,969,878.42","257,927.69"
-43-9000,Other Office and Administrative Support Workers,163.81,154.73,"$8,555,485.94","$1,557,784.27","$10,113,270.21","267,527.75"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",2.31,2.01,"$152,094.38","$35,607.82","$187,702.20","4,800.45"
-45-2000,Agricultural Workers,26.48,23.08,"$1,114,706.19","$248,845.12","$1,363,551.32","44,753.17"
-45-3000,Fishing and Hunting Workers,0.09,0.08,"$5,200.22","$1,656.50","$6,856.72",153.36
-45-4000,"Forest, Conservation, and Logging Workers",2.63,2.33,"$163,110.27","$48,431.14","$211,541.40","5,494.89"
-47-1000,Supervisors of Construction and Extraction Workers,150.51,145.52,"$14,066,661.07","$2,480,782.63","$16,547,443.70","324,458.94"
-47-2000,Construction Trades Workers,495.67,479.07,"$33,948,548.47","$6,068,219.33","$40,016,767.79","939,481.93"
-47-3000,"Helpers, Construction Trades",10.93,10.55,"$508,506.56","$88,895.07","$597,401.63","17,857.50"
-47-4000,Other Construction and Related Workers,13.09,12.63,"$1,187,276.29","$235,049.92","$1,422,326.21","26,180.21"
-47-5000,Extraction Workers,21.46,21.08,"$1,494,267.12","$335,725.36","$1,829,992.48","51,701.57"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",42.63,40.34,"$4,956,388.31","$1,006,759.90","$5,963,148.21","94,597.62"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",24.60,23.09,"$2,105,435.51","$404,946.84","$2,510,382.35","50,914.47"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",117.72,107.93,"$9,044,888.32","$1,704,371.41","$10,749,259.74","237,487.74"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",252.98,242.32,"$21,242,035.36","$4,326,239.37","$25,568,274.73","518,722.21"
-51-1000,Supervisors of Production Workers,114.16,111.81,"$12,328,977.93","$2,664,137.78","$14,993,115.70","253,797.06"
-51-2000,Assemblers and Fabricators,459.85,451.53,"$30,961,795.30","$6,621,096.40","$37,582,891.70","903,225.54"
-51-3000,Food Processing Workers,26.59,24.30,"$1,254,731.25","$264,990.81","$1,519,722.07","47,538.26"
-51-4000,Metal Workers and Plastic Workers,527.78,518.43,"$39,598,983.80","$8,463,689.41","$48,062,673.21","1,093,278.78"
-51-5100,Printing Workers,9.91,9.59,"$570,016.47","$114,110.60","$684,127.08","18,556.67"
-51-6000,"Textile, Apparel, and Furnishings Workers",18.94,17.47,"$856,033.47","$153,880.85","$1,009,914.32","32,619.39"
-51-7000,Woodworkers,11.97,11.60,"$682,829.64","$141,722.65","$824,552.30","23,391.07"
-51-8000,Plant and System Operators,12.17,11.88,"$1,301,991.84","$377,057.44","$1,679,049.28","25,730.73"
-51-9000,Other Production Occupations,353.59,345.20,"$25,160,872.52","$5,380,025.76","$30,540,898.27","703,046.71"
-53-1000,Supervisors of Transportation and Material Moving Workers,36.78,34.70,"$3,250,725.13","$639,962.71","$3,890,687.84","78,242.61"
-53-2000,Air Transportation Workers,10.77,10.10,"$2,025,830.55","$500,615.38","$2,526,445.93","19,732.99"
-53-3000,Motor Vehicle Operators,235.59,220.59,"$15,416,272.28","$3,311,782.08","$18,728,054.36","469,365.70"
-53-4000,Rail Transportation Workers,7.77,7.29,"$661,921.03","$199,700.10","$861,621.13","18,493.15"
-53-5000,Water Transportation Workers,10.90,10.19,"$1,023,789.16","$196,723.05","$1,220,512.21","25,481.10"
-53-6000,Other Transportation Workers,13.92,12.39,"$614,650.26","$115,759.64","$730,409.89","21,381.93"
-53-7000,Material Moving Workers,466.54,440.77,"$24,754,106.98","$4,734,838.51","$29,488,945.49","791,525.99"
+11-1000,Top Executives,256.67,242.24,"$49,291,773.68","$9,018,106.72","$58,309,880.40","569,049.41"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",80.99,77.67,"$18,256,391.32","$3,324,790.80","$21,581,182.12","174,021.61"
+11-3000,Operations Specialties Managers,197.34,191.05,"$42,901,702.84","$8,077,220.47","$50,978,923.31","424,490.73"
+11-9000,Other Management Occupations,246.40,234.14,"$38,001,452.78","$7,036,559.85","$45,038,012.64","524,344.87"
+13-1000,Business Operations Specialists,515.13,494.19,"$60,723,645.77","$11,110,055.45","$71,833,701.22","1,026,487.51"
+13-2000,Financial Specialists,176.67,170.54,"$25,020,389.57","$4,336,541.77","$29,356,931.34","353,850.97"
+15-1200,Computer Occupations,224.96,216.34,"$36,197,534.94","$6,210,081.05","$42,407,615.98","447,872.20"
+15-2000,Mathematical Science Occupations,19.38,18.70,"$3,236,365.64","$565,460.48","$3,801,826.12","38,379.33"
+17-1000,"Architects, Surveyors, and Cartographers",7.96,7.66,"$847,732.57","$142,299.78","$990,032.35","16,182.73"
+17-2000,Engineers,295.39,289.44,"$44,811,150.29","$9,264,360.97","$54,075,511.26","621,473.02"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",79.17,77.49,"$7,859,746.34","$1,639,863.44","$9,499,609.78","158,894.80"
+19-1000,Life Scientists,8.19,7.72,"$1,032,297.78","$190,352.18","$1,222,649.95","16,167.26"
+19-2000,Physical Scientists,7.02,6.80,"$1,000,730.58","$204,269.89","$1,205,000.47","14,135.17"
+19-3000,Social Scientists and Related Workers,4.03,3.72,"$446,328.93","$81,324.27","$527,653.20","7,378.56"
+19-4000,"Life, Physical, and Social Science Technicians",9.99,9.58,"$799,797.08","$168,599.11","$968,396.19","18,642.46"
+19-5000,Occupational Health and Safety Specialists and Technicians,18.76,18.17,"$1,995,310.68","$393,021.72","$2,388,332.40","38,354.67"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",57.12,51.36,"$3,357,456.04","$636,791.42","$3,994,247.46","99,565.15"
+21-2000,Religious Workers,27.11,23.48,"$1,279,429.44","$186,813.35","$1,466,242.79","53,534.08"
+23-1000,"Lawyers, Judges, and Related Workers",26.88,25.78,"$6,922,775.83","$1,176,537.37","$8,099,313.20","57,280.94"
+23-2000,Legal Support Workers,16.87,16.15,"$1,439,013.03","$242,088.29","$1,681,101.32","30,404.12"
+25-1000,Postsecondary Teachers,16.79,15.23,"$1,681,462.47","$376,684.18","$2,058,146.65","25,570.34"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",35.74,31.68,"$1,722,392.67","$344,926.64","$2,067,319.31","61,586.93"
+25-3000,Other Teachers and Instructors,23.86,21.33,"$977,306.59","$191,865.16","$1,169,171.75","30,835.34"
+25-4000,"Librarians, Curators, and Archivists",1.72,1.53,"$111,605.28","$20,516.02","$132,121.30","2,752.80"
+25-9000,Other Educational Instruction and Library Occupations,18.25,16.27,"$789,948.84","$154,228.22","$944,177.07","25,623.23"
+27-1000,Art and Design Workers,29.38,27.86,"$2,702,873.78","$469,412.82","$3,172,286.59","52,255.20"
+27-2000,"Entertainers and Performers, Sports and Related Workers",22.60,19.96,"$2,490,758.03","$433,530.18","$2,924,288.21","31,388.90"
+27-3000,Media and Communication Workers,27.50,25.87,"$3,196,375.73","$571,395.02","$3,767,770.75","50,444.93"
+27-4000,Media and Communication Equipment Workers,10.24,9.51,"$926,035.96","$165,339.48","$1,091,375.44","17,256.49"
+29-1000,Healthcare Diagnosing or Treating Practitioners,195.67,181.01,"$27,021,738.77","$5,316,470.93","$32,338,209.70","357,862.37"
+29-2000,Health Technologists and Technicians,96.31,88.53,"$6,166,750.82","$1,216,650.38","$7,383,401.20","171,214.49"
+29-9000,Other Healthcare Practitioners and Technical Occupations,3.88,3.60,"$316,874.73","$59,880.09","$376,754.81","7,294.85"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",186.45,167.12,"$6,106,080.55","$1,184,307.47","$7,290,388.02","290,334.82"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,6.47,5.92,"$319,813.35","$63,643.25","$383,456.59","9,714.50"
+31-9000,Other Healthcare Support Occupations,59.04,54.02,"$2,711,617.27","$515,978.73","$3,227,595.99","96,724.06"
+33-1000,Supervisors of Protective Service Workers,5.05,4.64,"$400,901.22","$73,403.90","$474,305.12","10,504.98"
+33-2000,Firefighting and Prevention Workers,2.71,2.49,"$140,740.02","$24,660.34","$165,400.37","6,783.93"
+33-3000,Law Enforcement Workers,1.09,1.00,"$73,686.34","$16,246.92","$89,933.26","2,412.31"
+33-9000,Other Protective Service Workers,92.03,84.30,"$4,479,902.25","$796,944.10","$5,276,846.36","154,337.94"
+35-1000,Supervisors of Food Preparation and Serving Workers,52.71,42.46,"$2,809,166.20","$403,613.04","$3,212,779.24","88,343.31"
+35-2000,Cooks and Food Preparation Workers,133.54,108.31,"$4,294,216.62","$633,639.50","$4,927,856.12","180,965.10"
+35-3000,Food and Beverage Serving Workers,277.20,222.99,"$7,516,721.07","$1,065,968.50","$8,582,689.56","304,300.21"
+35-9000,Other Food Preparation and Serving Related Workers,59.81,48.37,"$1,488,821.27","$211,756.11","$1,700,577.38","59,276.11"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,10.30,9.39,"$617,071.01","$107,060.93","$724,131.94","20,477.05"
+37-2000,Building Cleaning and Pest Control Workers,136.34,124.33,"$5,506,400.89","$979,638.77","$6,486,039.67","215,345.26"
+37-3000,Grounds Maintenance Workers,35.23,32.04,"$1,608,437.35","$282,555.08","$1,890,992.43","59,690.03"
+39-1000,Supervisors of Personal Care and Service Workers,7.26,6.35,"$452,195.08","$89,573.58","$541,768.66","12,639.11"
+39-2000,Animal Care and Service Workers,9.52,8.31,"$316,661.31","$48,249.10","$364,910.41","12,710.90"
+39-3000,Entertainment Attendants and Related Workers,22.40,19.31,"$707,025.33","$145,458.47","$852,483.80","24,454.81"
+39-4000,Funeral Service Workers,1.57,1.36,"$70,905.06","$10,183.24","$81,088.30","2,422.77"
+39-5000,Personal Appearance Workers,18.05,15.64,"$615,018.44","$91,286.63","$706,305.07","24,496.86"
+39-6000,"Baggage Porters, Bellhops, and Concierges",2.58,2.34,"$118,443.81","$20,278.84","$138,722.65","4,075.22"
+39-7000,Tour and Travel Guides,6.87,6.32,"$347,029.58","$62,541.67","$409,571.25","7,430.29"
+39-9000,Other Personal Care and Service Workers,44.02,38.11,"$1,209,955.32","$212,606.36","$1,422,561.68","51,299.98"
+41-1000,Supervisors of Sales Workers,56.90,51.42,"$4,687,565.76","$927,531.64","$5,615,097.40","112,597.30"
+41-2000,Retail Sales Workers,290.97,255.87,"$10,155,040.86","$2,103,282.98","$12,258,323.84","397,814.41"
+41-3000,"Sales Representatives, Services",103.28,98.56,"$11,617,480.19","$1,954,640.10","$13,572,120.29","206,016.30"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",166.94,161.91,"$19,241,518.69","$3,481,137.80","$22,722,656.49","352,355.10"
+41-9000,Other Sales and Related Workers,29.36,27.72,"$2,582,640.44","$460,196.32","$3,042,836.76","52,273.85"
+43-1000,Supervisors of Office and Administrative Support Workers,79.97,75.79,"$7,729,849.63","$1,481,254.66","$9,211,104.28","157,019.15"
+43-2000,Communications Equipment Operators,1.62,1.50,"$81,109.52","$14,769.49","$95,879.01","2,730.64"
+43-3000,Financial Clerks,149.52,142.13,"$9,855,606.27","$1,795,993.26","$11,651,599.53","266,132.77"
+43-4000,Information and Record Clerks,241.51,227.45,"$14,262,605.20","$2,621,281.33","$16,883,886.53","404,371.32"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",189.83,177.88,"$12,967,688.76","$3,392,881.91","$16,360,570.67","365,767.17"
+43-6000,Secretaries and Administrative Assistants,149.11,140.00,"$9,486,901.62","$1,724,348.55","$11,211,250.18","263,534.09"
+43-9000,Other Office and Administrative Support Workers,167.37,158.09,"$8,732,269.00","$1,590,134.59","$10,322,403.60","273,367.61"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",2.38,2.07,"$156,514.09","$36,676.85","$193,190.94","4,933.49"
+45-2000,Agricultural Workers,27.14,23.65,"$1,143,173.18","$255,129.19","$1,398,302.37","45,862.38"
+45-3000,Fishing and Hunting Workers,0.10,0.08,"$5,323.69","$1,695.83","$7,019.52",156.99
+45-4000,"Forest, Conservation, and Logging Workers",2.73,2.43,"$169,814.15","$50,530.38","$220,344.53","5,716.94"
+47-1000,Supervisors of Construction and Extraction Workers,157.70,152.59,"$14,730,440.81","$2,632,096.09","$17,362,536.90","340,380.85"
+47-2000,Construction Trades Workers,511.79,494.88,"$34,945,826.64","$6,292,802.64","$41,238,629.28","973,126.11"
+47-3000,"Helpers, Construction Trades",10.97,10.60,"$510,763.38","$89,303.45","$600,066.83","17,933.13"
+47-4000,Other Construction and Related Workers,13.52,13.03,"$1,219,652.89","$242,593.31","$1,462,246.21","27,069.64"
+47-5000,Extraction Workers,47.54,46.75,"$2,967,744.16","$677,241.16","$3,644,985.32","113,096.48"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",45.55,43.18,"$5,252,011.13","$1,073,524.86","$6,325,535.99","101,193.41"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",25.16,23.63,"$2,156,328.91","$415,665.32","$2,571,994.23","52,102.24"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",124.12,114.05,"$9,475,392.49","$1,795,834.39","$11,271,226.88","251,100.68"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",263.00,252.03,"$21,899,645.78","$4,471,324.79","$26,370,970.57","539,599.07"
+51-1000,Supervisors of Production Workers,115.26,112.88,"$12,438,468.37","$2,689,395.30","$15,127,863.66","256,224.52"
+51-2000,Assemblers and Fabricators,461.16,452.79,"$31,039,250.13","$6,636,888.71","$37,676,138.84","905,737.85"
+51-3000,Food Processing Workers,27.21,24.86,"$1,283,887.14","$271,181.98","$1,555,069.12","48,637.37"
+51-4000,Metal Workers and Plastic Workers,530.42,521.00,"$39,776,452.51","$8,502,595.54","$48,279,048.05","1,098,742.87"
+51-5100,Printing Workers,10.11,9.78,"$581,392.03","$116,345.47","$697,737.51","18,930.88"
+51-6000,"Textile, Apparel, and Furnishings Workers",19.36,17.86,"$875,605.93","$157,408.42","$1,033,014.35","33,346.66"
+51-7000,Woodworkers,12.09,11.71,"$689,547.09","$143,093.70","$832,640.79","23,624.24"
+51-8000,Plant and System Operators,12.85,12.55,"$1,365,374.59","$394,949.80","$1,760,324.39","27,205.41"
+51-9000,Other Production Occupations,357.95,349.44,"$25,440,738.48","$5,443,121.92","$30,883,860.40","711,710.18"
+53-1000,Supervisors of Transportation and Material Moving Workers,37.97,35.84,"$3,355,940.15","$662,535.07","$4,018,475.22","80,803.29"
+53-2000,Air Transportation Workers,11.04,10.35,"$2,076,318.99","$512,966.46","$2,589,285.46","20,227.20"
+53-3000,Motor Vehicle Operators,242.62,227.27,"$15,848,727.85","$3,406,376.67","$19,255,104.52","483,584.31"
+53-4000,Rail Transportation Workers,8.76,8.22,"$744,893.04","$224,906.11","$969,799.16","20,867.52"
+53-5000,Water Transportation Workers,11.22,10.49,"$1,054,959.73","$202,830.20","$1,257,789.93","26,231.03"
+53-6000,Other Transportation Workers,14.28,12.71,"$631,529.31","$119,191.90","$750,721.22","21,937.65"
+53-7000,Material Moving Workers,478.91,452.56,"$25,378,069.10","$4,862,466.51","$30,240,535.61","813,524.09"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/US/US_2031/tax_results.csv b/Model_Outputs/IMPLAN/US/US_2031/tax_results.csv
index adabf30..5665128 100644
--- a/Model_Outputs/IMPLAN/US/US_2031/tax_results.csv
+++ b/Model_Outputs/IMPLAN/US/US_2031/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$2,893,587.67","$2,419,974.94","$1,695,236.92","$14,942,303.15","$86,494,113.61","$108,445,216.29"
-2 - Indirect,"$7,337,183.81","$7,161,209.08","$4,804,816.94","$25,247,808.54","$82,586,159.87","$127,137,178.23"
-3 - Induced,"$9,890,232.11","$9,867,512.98","$6,580,035.16","$31,359,469.81","$80,705,685.81","$138,402,935.87"
-,"$20,121,003.59","$19,448,697.01","$13,080,089.02","$71,549,581.49","$249,785,959.28","$373,985,330.39"
+1 - Direct,"$3,477,325.08","$3,016,242.45","$2,089,571.38","$16,617,049.54","$88,885,326.02","$114,085,514.46"
+2 - Indirect,"$7,606,787.44","$7,430,014.90","$4,984,271.10","$26,105,488.50","$84,899,985.34","$131,026,547.28"
+3 - Induced,"$10,121,853.99","$10,098,599.35","$6,734,133.19","$32,093,929.16","$82,596,339.54","$141,644,855.24"
+,"$21,205,966.51","$20,544,856.70","$13,807,975.67","$74,816,467.20","$256,381,650.90","$386,756,916.98"
diff --git a/Model_Outputs/IMPLAN/US/US_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 8591e6e..a3c677c 100644
--- a/Model_Outputs/IMPLAN/US/US_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,739,598.92"
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,089.75"
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,407,393.26"
-4,224,Nonferrous forging,"$5,015,019,698.50","$11,850,185.19"
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,556,832.01"
-6,223,Iron and steel forging,"$12,167,051,489.94","$24,839,312.80"
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,757,802.56"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,557.24"
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,410,940.34"
+4,224,Nonferrous forging,"$5,015,019,698.50","$11,856,598.66"
+5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,758,579.74"
+6,223,Iron and steel forging,"$12,167,051,489.94","$24,853,695.54"
 7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00"
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,224,840.52"
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$22,033,644.28"
-10,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,690,733.50"
-11,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,590,355.21"
-12,21,Coal mining,"$40,369,797,410.22","$27,463,946.61"
-13,221,Custom roll forming,"$3,403,758,221.65","$2,042,139.21"
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,569,255.07"
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,951,133.74"
+8,21,Coal mining,"$40,369,797,410.22","$76,092,289.78"
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,396,707.78"
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,061,748.69"
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,692,850.57"
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,592,714.64"
+13,221,Custom roll forming,"$3,403,758,221.65","$2,046,027.51"
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,572,803.89"
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,957,514.87"
diff --git a/Model_Outputs/IMPLAN/US/US_2032/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/US/US_2032/economic_indicators_by_impact.csv
index 1f7be6c..dc8a9de 100644
--- a/Model_Outputs/IMPLAN/US/US_2032/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/US/US_2032/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"3,492.49","$385,655,991.99","$530,041,429.68","$1,315,872,369.86"
-2 - Indirect,"3,521.20","$345,675,498.35","$569,701,027.44","$1,246,358,856.03"
-3 - Induced,"4,500.57","$324,225,789.38","$609,266,468.09","$1,033,158,476.92"
-,"11,514.26","$1,055,557,279.72","$1,709,008,925.21","$3,595,389,702.82"
+1 - Direct,"3,562.48","$395,692,377.22","$566,411,921.34","$1,377,252,369.86"
+2 - Indirect,"3,639.66","$358,290,909.16","$591,591,460.89","$1,287,589,002.58"
+3 - Induced,"4,639.30","$334,219,408.70","$628,041,895.05","$1,064,995,394.18"
+,"11,841.44","$1,088,202,695.08","$1,786,045,277.28","$3,729,836,766.63"
diff --git a/Model_Outputs/IMPLAN/US/US_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index bbf71be..c1aefc5 100644
--- a/Model_Outputs/IMPLAN/US/US_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,742,543.60",11.27%
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,167.51",3.61%
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,407,977.24",0.29%
-4,224,Nonferrous forging,"$5,015,019,698.50","$11,851,233.28",0.24%
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,589,463.53",0.23%
-6,223,Iron and steel forging,"$12,167,051,489.94","$24,841,665.87",0.20%
-7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00",0.19%
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,252,657.94",0.11%
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$22,038,242.84",0.09%
-10,21,Coal mining,"$40,369,797,410.22","$35,328,363.98",0.09%
-11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,691,083.74",0.09%
-12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,590,744.97",0.07%
-13,221,Custom roll forming,"$3,403,758,221.65","$2,042,777.64",0.06%
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,569,845.56",0.06%
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,952,202.83",0.05%
-16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,077,472.53",0.05%
-17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$75,523,214.84",0.05%
-18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$13,712,143.45",0.05%
-19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,622,412.95",0.04%
-20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$21,135,200.34",0.04%
-21,23,Iron ore mining,"$4,242,665,589.12","$1,701,908.05",0.04%
-22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$2,009,788.83",0.04%
-23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$3,791,193.80",0.04%
-24,241,Metal heat treating,"$6,751,197,386.48","$2,349,591.77",0.03%
-25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$8,155,298.11",0.03%
-26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$3,229,447.88",0.03%
-27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$10,402,612.09",0.03%
-28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$6,319,731.45",0.03%
-29,239,Machine shops,"$58,418,188,845.25","$17,634,504.67",0.03%
-30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$11,437,533.36",0.03%
-31,315,Motor and generator manufacturing,"$20,631,390,946.06","$6,169,756.42",0.03%
-32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,228,556.36",0.03%
-33,235,Metal cans manufacturing,"$27,208,678,262.97","$7,525,287.47",0.03%
-34,229,Plate work manufacturing,"$15,417,788,320.32","$4,167,022.16",0.03%
-35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$68,994,872.28",0.03%
-36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$1,594,022.80",0.02%
-37,167,Paint and coating manufacturing,"$40,256,103,819.80","$9,648,758.10",0.02%
-38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,537,401.15",0.02%
-39,220,Nonferrous metal foundries,"$14,956,699,164.90","$3,370,895.26",0.02%
-40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$14,887,924.73",0.02%
-41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$3,992,064.60",0.02%
-42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$3,424,778.28",0.02%
-43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$11,283,697.76",0.02%
-44,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$1,560,462.08",0.02%
-45,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$935,977.79",0.02%
-46,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$4,552,118.84",0.02%
-47,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$3,182,328.14",0.02%
-48,109,Knit fabric mills,"$1,209,761,149.04","$204,369.02",0.02%
-49,175,Custom compounding of purchased resins,"$12,008,896,270.80","$2,007,957.43",0.02%
-50,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,112,746.57",0.02%
-51,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$1,862,089.54",0.02%
-52,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$1,107,913.53",0.02%
-53,210,Steel wire drawing,"$6,965,034,108.99","$1,064,990.07",0.02%
-54,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$1,112,473.17",0.02%
-55,199,Other concrete product manufacturing,"$20,872,805,363.99","$3,180,016.69",0.02%
-56,174,Explosives manufacturing,"$3,336,015,892.42","$496,777.16",0.01%
-57,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$65,600,641.44",0.01%
-58,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$2,287,334.40",0.01%
-59,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$27,875,384.63",0.01%
-60,311,Lighting fixture manufacturing,"$13,551,146,025.36","$1,837,677.81",0.01%
-61,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,949,685.27",0.01%
-62,200,Lime manufacturing,"$3,411,426,132.51","$448,560.83",0.01%
-63,201,Gypsum product manufacturing,"$10,849,873,573.69","$1,417,670.21",0.01%
-64,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$2,110,735.90",0.01%
-65,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$3,327,958.60",0.01%
-66,460,Other support services,"$93,493,521,065.46","$11,610,790.62",0.01%
-67,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$1,138,533.00",0.01%
-68,185,Other plastics product manufacturing,"$119,757,914,903.54","$14,395,244.93",0.01%
-69,226,Handtool manufacturing,"$9,269,806,810.85","$1,101,123.45",0.01%
-70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$895,113.41",0.01%
-71,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$3,874,320.52",0.01%
-72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$168,833.41",0.01%
-73,195,Cement manufacturing,"$16,124,794,202.42","$1,773,076.06",0.01%
-74,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$549,880.70",0.01%
-75,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$1,424,163.65",0.01%
-76,138,Paperboard mills,"$37,769,326,092.36","$4,014,013.01",0.01%
-77,188,Other rubber product manufacturing,"$18,947,852,104.12","$2,013,246.82",0.01%
-78,139,Paperboard container manufacturing,"$102,476,045,826.39","$10,773,501.32",0.01%
-79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$5,790,302.97",0.01%
-80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$726,090.49",0.01%
-81,131,"Other millwork, including flooring","$11,872,958,758.31","$1,178,824.09",0.01%
-82,32,Metal mining services,"$2,048,448,774.82","$197,532.82",0.01%
-83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$32,883,917.95",0.01%
-84,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,074,050.04",0.01%
-85,152,Industrial gas manufacturing,"$43,958,605,364.15","$4,160,619.82",0.01%
-86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$819,000.00",0.01%
-87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$2,718,765.56",0.01%
-88,125,Wood preservation,"$12,385,421,188.04","$1,089,123.77",0.01%
-89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$999,787.95",0.01%
-90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$809,523.61",0.01%
-91,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$2,524,151.89",0.01%
-92,129,Wood windows and door manufacturing,"$22,029,620,673.99","$1,886,201.05",0.01%
-93,451,Management of companies and enterprises,"$819,034,418,120.62","$69,676,662.72",0.01%
-94,124,Sawmills,"$42,023,969,480.44","$3,569,276.69",0.01%
-95,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$4,253,595.42",0.01%
-96,397,Rail transportation,"$92,013,918,170.42","$7,711,050.96",0.01%
-97,27,Sand and gravel mining,"$15,322,656,295.20","$1,283,894.80",0.01%
-98,24,Gold ore and silver ore mining,"$14,012,282,637.55","$1,166,733.76",0.01%
-99,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$459,165.80",0.01%
-100,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$722,937.70",0.01%
-101,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$838,301.85",0.01%
-102,230,Metal window and door manufacturing,"$25,916,655,606.62","$2,096,254.56",0.01%
-103,186,Tire manufacturing,"$25,656,100,926.70","$2,074,920.06",0.01%
-104,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$98,625.08",0.01%
-105,299,Other electronic component manufacturing,"$20,043,941,097.34","$1,596,162.51",0.01%
-106,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$688,681.87",0.01%
-107,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,331,558.47",0.01%
-108,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$12,897,324.88",0.01%
-109,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$6,706,570.78",0.01%
-110,455,Business support services,"$98,531,422,147.59","$7,493,162.18",0.01%
-111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$1,438,070.40",0.01%
-112,457,Investigation and security services,"$87,760,959,501.87","$6,562,913.22",0.01%
-113,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$1,185,973.19",0.01%
-114,16,Commercial logging,"$9,708,016,677.17","$718,684.55",0.01%
-115,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$992,012.90",0.01%
-116,399,Truck transportation,"$517,459,714,328.88","$37,994,595.35",0.01%
-117,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$3,780,613.43",0.01%
-118,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$3,498,920.15",0.01%
-119,454,Employment services,"$472,021,118,180.87","$33,041,882.09",0.01%
-120,26,Stone mining and quarrying,"$22,604,707,721.04","$1,552,694.00",0.01%
-121,508,Postal service,"$82,216,438,935.22","$5,644,628.85",0.01%
-122,25,Other metal ore mining,"$4,177,930,861.03","$283,568.66",0.01%
-123,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$1,808,693.59",0.01%
-124,191,Flat glass manufacturing,"$5,646,246,245.84","$380,933.56",0.01%
-125,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$175,810.57",0.01%
-126,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$5,513,519.05",0.01%
-127,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$6,854,102.36",0.01%
-128,237,Hardware manufacturing,"$11,360,442,824.27","$745,213.10",0.01%
-129,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$361,264.68",0.01%
-130,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$394,367.60",0.01%
-131,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$401,252.38",0.01%
-132,404,Warehousing and storage,"$196,283,203,045.69","$12,413,066.07",0.01%
-133,509,Federal electric utilities,"$15,278,393,331.48","$966,123.02",0.01%
-134,515,Local government electric utilities,"$63,242,600,402.80","$3,982,473.72",0.01%
-135,512,State government electric utilities,"$2,138,213,300.81","$134,542.16",0.01%
-136,41,Electric power generation - All other,"$598,610,063.76","$37,573.94",0.01%
-137,39,Electric power generation - Geothermal,"$1,089,212,605.47","$68,368.40",0.01%
-138,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$699,889.23",0.01%
-139,38,Electric power generation - Wind,"$31,436,960,621.21","$1,973,255.48",0.01%
-140,37,Electric power generation - Solar,"$15,183,687,778.59","$953,059.54",0.01%
-141,36,Electric power generation - Nuclear,"$48,600,191,094.94","$3,050,568.23",0.01%
-142,40,Electric power generation - Biomass,"$3,248,354,871.06","$203,894.84",0.01%
-143,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$10,045,395.66",0.01%
-144,403,Couriers and messengers,"$147,389,575,412.04","$9,246,610.39",0.01%
-145,42,Electric power transmission and distribution,"$454,802,637,163.46","$28,525,016.16",0.01%
-146,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$615,352.09",0.01%
-147,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$1,163,892.00",0.01%
-148,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$225,998.67",0.01%
-149,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$342,268.78",0.01%
-150,453,Facilities support services,"$38,362,646,138.12","$2,351,029.81",0.01%
-151,440,Specialized design services,"$61,729,364,047.76","$3,736,433.18",0.01%
-152,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$504,812.23",0.01%
-153,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$6,033,529.55",0.01%
-154,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$13,236,747.80",0.01%
-155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$2,179,357.20",0.01%
-156,173,Printing ink manufacturing,"$4,197,932,161.56","$234,083.01",0.01%
-157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$1,243,162.68",0.01%
-158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$2,026,038.53",0.01%
-159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$18,327,094.51",0.01%
-160,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$269,068.42",0.01%
-161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$852,706.23",0.01%
-162,205,Mineral wool manufacturing,"$10,606,371,397.91","$561,667.63",0.01%
-163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$905,997.87",0.01%
-164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$710,107.77",0.01%
-165,168,Adhesive manufacturing,"$19,417,045,098.31","$983,450.32",0.01%
-166,447,"Advertising, public relations, and related services","$221,366,844,538.02","$11,155,728.52",0.01%
-167,116,Other textile product mills,"$5,849,355,190.48","$292,658.87",0.01%
-168,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$12,607,948.59",0.01%
-169,321,Wiring device manufacturing,"$23,088,452,099.69","$1,154,413.18",0.00%
-170,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$190,126.69",0.00%
-171,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$381,952.67",0.00%
-172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$28,736,684.81",0.00%
-173,151,Petrochemical manufacturing,"$213,898,809,710.92","$10,473,577.96",0.00%
-174,43,Natural gas distribution,"$112,805,479,068.56","$5,452,346.03",0.00%
-175,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$1,472,910.34",0.00%
-176,137,Paper mills,"$44,700,830,052.02","$2,141,359.55",0.00%
-177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$7,557,097.11",0.00%
-178,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$13,280,665.14",0.00%
-179,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$12,654,982.17",0.00%
-180,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$4,767,403.99",0.00%
-181,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,063,146.17",0.00%
-182,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$19,056,493.96",0.00%
-183,254,Construction machinery manufacturing,"$64,676,876,659.63","$2,967,074.31",0.00%
-184,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$5,974,795.02",0.00%
-185,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$10,143,979.83",0.00%
-186,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$10,401,794.75",0.00%
-187,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$16,612,265.75",0.00%
-188,413,Radio and television broadcasting,"$126,652,960,389.18","$5,703,392.48",0.00%
-189,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$52,863.59",0.00%
-190,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$4,224,588.22",0.00%
-191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,885,587.40",0.00%
-192,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$359,081.31",0.00%
-193,448,Photographic services,"$18,611,681,469.69","$816,943.23",0.00%
-194,458,Services to buildings,"$184,887,389,840.19","$8,114,666.90",0.00%
-195,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$21,856,344.37",0.00%
-196,110,Textile and fabric finishing mills,"$5,488,614,083.97","$240,474.29",0.00%
-197,437,Legal services,"$482,145,097,198.44","$20,867,584.90",0.00%
-198,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$45,061,310.88",0.00%
-199,144,Printing,"$93,711,787,715.49","$3,993,377.36",0.00%
-200,452,Office administrative services,"$100,789,973,631.90","$4,275,197.91",0.00%
-201,418,"Data processing, hosting, and related services","$490,713,862,620.46","$20,707,853.19",0.00%
-202,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$17,020,522.11",0.00%
-203,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$12,708,818.30",0.00%
-204,406,Periodical publishers,"$28,726,880,599.05","$1,204,349.08",0.00%
-205,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$10,792,845.56",0.00%
-206,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$12,874,427.66",0.00%
-207,481,"Independent artists, writers, and performers","$78,191,306,536.76","$3,247,089.04",0.00%
-208,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$216,097.36",0.00%
-209,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$3,751,206.95",0.00%
-210,405,Newspaper publishers,"$23,494,267,330.25","$968,281.17",0.00%
-211,456,Travel arrangement and reservation services,"$92,038,956,694.17","$3,776,543.26",0.00%
-212,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$1,818,138.16",0.00%
-213,414,Cable and other subscription programming,"$129,841,466,724.49","$5,283,643.77",0.00%
-214,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$389,914.71",0.00%
-215,161,Fertilizer mixing,"$6,609,942,413.23","$266,574.04",0.00%
-216,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$4,201,453.56",0.00%
-217,479,Commercial Sports Except Racing,"$62,631,985,438.99","$2,521,386.51",0.00%
-218,478,Performing arts companies,"$40,958,746,144.37","$1,642,903.24",0.00%
-219,145,Support activities for printing,"$3,010,426,339.58","$120,332.61",0.00%
-220,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$17,345,501.01",0.00%
-221,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$160,018.91",0.00%
-222,10,All other crop farming,"$22,224,392,154.07","$866,507.09",0.00%
-223,505,Business and professional associations,"$73,615,227,688.04","$2,865,886.07",0.00%
-224,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$310,242.29",0.00%
-225,495,Car washes,"$35,373,724,638.09","$1,373,895.43",0.00%
-226,44,"Water, sewage and other systems","$20,702,504,339.27","$803,716.31",0.00%
-227,493,All other food and drinking places,"$276,447,241,992.94","$10,720,319.07",0.00%
-228,461,Waste management and remediation services,"$177,999,302,351.73","$6,877,896.89",0.00%
-229,490,Other accommodations,"$16,436,225,502.96","$633,777.88",0.00%
-230,491,Full-service restaurants,"$600,936,370,418.40","$23,124,806.21",0.00%
-231,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$612,345.17",0.00%
-232,146,Petroleum refineries,"$685,338,713,966.20","$26,301,969.57",0.00%
-233,426,"Insurance carriers, except direct life","$763,623,938,208.92","$29,145,791.21",0.00%
-234,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$999,097.09",0.00%
-235,510,Other federal government enterprises,"$6,854,090,185.53","$260,891.19",0.00%
-236,63,Wet corn milling,"$38,891,507,770.56","$1,473,708.86",0.00%
-237,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$359,567.52",0.00%
-238,513,Other state government enterprises,"$26,495,170,772.45","$1,002,964.33",0.00%
-239,516,Other local government enterprises,"$353,931,726,040.53","$13,386,480.28",0.00%
-240,459,Landscape and horticultural services,"$165,786,078,305.71","$6,241,448.26",0.00%
-241,391,Retail - Gasoline stores,"$126,195,524,793.46","$4,742,185.35",0.00%
-242,487,Fitness and recreational sports centers,"$40,757,208,080.88","$1,530,172.53",0.00%
-243,424,Other financial investment activities,"$568,453,393,226.55","$21,270,004.79",0.00%
-244,462,Elementary and secondary schools,"$74,365,925,030.62","$2,780,810.22",0.00%
-245,476,Child day care services,"$86,623,931,960.28","$3,233,840.81",0.00%
-246,486,Other amusement and recreation industries,"$73,097,118,023.77","$2,728,301.68",0.00%
-247,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$2,801,089.46",0.00%
-248,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$1,290,482.43",0.00%
-249,507,Private households,"$27,265,934,911.83","$1,013,758.49",0.00%
-250,475,Individual and family services,"$197,385,106,011.81","$7,309,104.15",0.00%
-251,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$4,217,434.13",0.00%
-252,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,923,074.33",0.00%
-253,503,Religious organizations,"$160,924,588,099.97","$5,940,168.13",0.00%
-254,472,Hospitals,"$1,246,642,306,210.30","$45,935,369.34",0.00%
-255,480,Racing and Track Operation,"$2,466,251,193.93","$90,517.46",0.00%
-256,431,Owner-occupied housing,"$2,353,458,000,000.00","$85,952,929.42",0.00%
-257,492,Limited-service restaurants,"$662,772,350,208.32","$24,173,229.64",0.00%
-258,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$935,422.60",0.00%
-259,488,Bowling centers,"$4,651,609,193.39","$168,963.14",0.00%
-260,464,Other educational services,"$150,226,479,511.36","$5,448,472.67",0.00%
-261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$764,584.50",0.00%
-262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$6,732,469.04",0.00%
-263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,917,078.35",0.00%
-264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$3,527,061.36",0.00%
-265,394,Retail - General merchandise stores,"$308,393,207,557.39","$11,090,233.30",0.00%
-266,502,Other personal services,"$133,455,503,992.02","$4,782,431.21",0.00%
-267,499,Personal care services,"$99,129,280,065.60","$3,542,633.33",0.00%
-268,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$892,742.65",0.00%
-269,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,944,559.39",0.00%
-270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$12,084,747.78",0.00%
-271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$731,011.10",0.00%
-272,466,Offices of dentists,"$187,241,521,354.72","$6,603,162.02",0.00%
-273,425,Direct life insurance carriers,"$118,798,771,122.27","$4,184,633.28",0.00%
-274,410,Software publishers,"$481,752,923,538.80","$16,951,086.79",0.00%
-275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$2,175,034.95",0.00%
-276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$3,284,113.69",0.00%
-277,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$2,597,218.15",0.00%
-278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$4,556,033.71",0.00%
-279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$1,449,718.50",0.00%
-280,465,Offices of physicians,"$710,425,690,758.33","$24,865,794.30",0.00%
-281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$2,515,375.04",0.00%
-282,467,Offices of other health practitioners,"$173,037,357,927.83","$6,039,621.52",0.00%
-283,396,Air transportation,"$328,394,890,891.02","$11,461,177.76",0.00%
-284,102,Wineries,"$27,858,635,866.29","$970,714.97",0.00%
-285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$7,091,514.04",0.00%
-286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$6,914,392.97",0.00%
-287,506,Labor and civic organizations,"$81,538,720,493.49","$2,833,573.06",0.00%
-288,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$8,637,288.63",0.00%
-289,468,Outpatient care centers,"$254,994,924,915.48","$8,771,993.34",0.00%
-290,143,All other converted paper product manufacturing,"$7,484,025,289.68","$257,233.01",0.00%
-291,470,Home health care services,"$148,884,219,821.65","$5,113,435.30",0.00%
-292,445,Environmental and other technical consulting services,"$89,248,872,652.10","$3,046,944.20",0.00%
-293,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$752,516.76",0.00%
-294,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$145,508.30",0.00%
-295,58,Dog and cat food manufacturing,"$42,027,131,811.09","$1,426,032.70",0.00%
-296,65,Fats and oils refining and blending,"$27,186,577,576.39","$922,209.72",0.00%
-297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$3,455,342.27",0.00%
-298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$547,326.94",0.00%
-299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$1,336,644.98",0.00%
-300,484,Amusement parks and arcades,"$27,154,350,236.67","$915,660.04",0.00%
-301,401,Pipeline transportation,"$77,957,430,742.25","$2,615,831.20",0.00%
-302,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,082,113.24",0.00%
-303,292,Other communications equipment manufacturing,"$8,476,374,888.63","$283,364.94",0.00%
-304,64,Soybean and other oilseed processing,"$76,308,728,857.11","$2,528,130.55",0.00%
-305,93,Other snack food manufacturing,"$38,904,968,131.82","$1,287,101.31",0.00%
-306,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$124,316.20",0.00%
-307,514,Local government passenger transit,"$14,082,847,680.82","$465,327.39",0.00%
-308,511,State government passenger transit,"$1,585,108,785.26","$52,375.38",0.00%
-309,101,Breweries,"$37,340,990,790.38","$1,231,291.55",0.00%
-310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$8,779,757.79",0.00%
-311,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$427,833.40",0.00%
-312,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$2,660,235.60",0.00%
-313,103,Distilleries,"$24,706,251,736.01","$806,606.95",0.00%
-314,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$2,827,442.66",0.00%
-315,108,Nonwoven fabric mills,"$8,073,560,162.60","$262,515.88",0.00%
-316,398,Water transportation,"$76,976,695,291.27","$2,476,336.41",0.00%
-317,171,Surface active agent manufacturing,"$7,929,977,473.13","$254,503.78",0.00%
-318,91,Tortilla manufacturing,"$6,637,815,191.50","$212,680.63",0.00%
-319,100,Manufactured ice,"$1,531,542,683.93","$48,764.51",0.00%
-320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$5,407,399.84",0.00%
-321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$951,397.64",0.00%
-322,449,Veterinary services,"$71,596,357,121.77","$2,275,512.48",0.00%
-323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$8,916,506.84",0.00%
-324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$430,359.04",0.00%
-325,67,Beet sugar manufacturing,"$4,964,816,518.93","$157,197.82",0.00%
-326,444,Management consulting services,"$314,984,356,065.88","$9,958,451.28",0.00%
-327,193,Glass container manufacturing,"$6,929,253,311.43","$219,044.58",0.00%
-328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$630,044.64",0.00%
-329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$2,423,670.83",0.00%
-330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$420,071.35",0.00%
-331,111,Fabric coating mills,"$2,941,340,275.34","$92,232.60",0.00%
-332,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$183,961.59",0.00%
-333,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$458,996.29",0.00%
-334,3,Vegetable and melon farming,"$30,885,272,746.48","$966,685.82",0.00%
-335,363,Dental laboratories,"$6,071,164,155.13","$189,925.16",0.00%
-336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$444,021.76",0.00%
-337,60,Flour milling,"$24,410,235,377.89","$761,426.84",0.00%
-338,106,Broadwoven fabric mills,"$6,004,476,568.14","$187,140.69",0.00%
-339,429,Other real estate,"$2,063,772,881,991.79","$64,253,613.17",0.00%
-340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$162,870.38",0.00%
-341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$417,135.61",0.00%
-342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$883,991.94",0.00%
-343,62,Malt manufacturing,"$1,609,185,168.11","$49,652.47",0.00%
-344,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$518,957.79",0.00%
-345,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$213,607.39",0.00%
-346,409,Greeting card publishing,"$620,260,994.43","$18,922.69",0.00%
-347,68,Sugar cane mills and refining,"$9,295,080,877.39","$282,721.00",0.00%
-348,415,Wired telecommunications carriers,"$312,303,330,075.70","$9,468,396.19",0.00%
-349,83,Poultry processing,"$105,186,301,944.41","$3,184,153.79",0.00%
-350,328,Motor home manufacturing,"$8,213,805,405.62","$248,446.51",0.00%
-351,434,Video tape and disc rental,"$2,056,888,651.68","$62,074.36",0.00%
-352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$194,862.73",0.00%
-353,59,Other animal food manufacturing,"$65,579,824,303.67","$1,966,178.44",0.00%
-354,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$935,766.39",0.00%
-355,98,All other food manufacturing,"$57,495,650,042.31","$1,709,018.38",0.00%
-356,18,Commercial hunting and trapping,"$1,457,086,312.35","$43,231.02",0.00%
-357,500,Death care services,"$21,907,750,073.48","$649,242.72",0.00%
-358,113,Curtain and linen mills,"$2,979,017,369.60","$88,254.75",0.00%
-359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$214,445.90",0.00%
-360,77,Cheese manufacturing,"$78,758,678,813.71","$2,324,954.30",0.00%
-361,412,Sound recording industries,"$31,525,668,537.03","$928,902.68",0.00%
-362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$690,290.87",0.00%
-363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$51,671.12",0.00%
-364,117,Apparel knitting mills,"$1,078,135,943.04","$31,669.08",0.00%
-365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$1,344,311.28",0.00%
-366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$7,365,900.81",0.00%
-367,13,Poultry and egg production,"$78,014,200,034.51","$2,280,288.14",0.00%
-368,97,Spice and extract manufacturing,"$19,373,537,300.45","$566,073.61",0.00%
-369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$608,927.61",0.00%
-370,12,Dairy cattle and milk production,"$55,960,191,839.82","$1,610,044.47",0.00%
-371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$241,596.11",0.00%
-372,4,Fruit farming,"$27,048,229,916.23","$768,203.36",0.00%
-373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$373,198.25",0.00%
-374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$75,266.53",0.00%
-375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$425,791.27",0.00%
-376,473,Nursing and community care facilities,"$259,557,368,469.24","$7,296,928.74",0.00%
-377,79,Fluid milk manufacturing,"$58,670,165,867.62","$1,644,552.37",0.00%
-378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$111,333.16",0.00%
-379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$213,043.95",0.00%
-380,122,Footwear manufacturing,"$3,007,443,476.76","$83,677.12",0.00%
-381,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$72,116.55",0.00%
-382,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$196,813.80",0.00%
-383,344,Boat building,"$16,575,494,394.55","$460,480.25",0.00%
-384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$1,112,329.33",0.00%
-385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$518,302.01",0.00%
-386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$125,823.58",0.00%
-387,75,Canned specialties,"$12,228,701,977.18","$337,105.58",0.00%
-388,407,Book publishers,"$38,981,960,284.47","$1,063,998.64",0.00%
-389,80,Creamery butter manufacturing,"$9,920,387,946.25","$270,255.05",0.00%
-390,114,Textile bag and canvas mills,"$5,249,055,341.28","$141,611.46",0.00%
-391,298,Electronic connector manufacturing,"$10,285,711,165.08","$277,457.38",0.00%
-392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$160,216.58",0.00%
-393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$1,026,140.60",0.00%
-394,85,Meat processed from carcasses,"$97,119,832,558.67","$2,598,305.66",0.00%
-395,104,Tobacco manufacturing,"$54,449,721,766.50","$1,454,740.35",0.00%
-396,2,Grain farming,"$92,515,635,807.06","$2,469,411.01",0.00%
-397,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$285,412.64",0.00%
-398,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$440,933.83",0.00%
-399,430,Tenant-occupied housing,"$685,796,968,030.48","$18,096,405.87",0.00%
-400,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$199,384.52",0.00%
-401,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$314,815.53",0.00%
-402,20,Oil and gas extraction,"$440,054,943,164.76","$11,486,932.38",0.00%
-403,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$800,942.33",0.00%
-404,357,Mattress manufacturing,"$9,419,270,908.18","$245,070.18",0.00%
-405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$3,236,636.19",0.00%
-406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$3,151,874.11",0.00%
-407,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$371,478.87",0.00%
-408,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$402,938.48",0.00%
-409,411,Motion picture and video industries,"$175,387,116,345.71","$4,396,874.36",0.00%
-410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$465,137.88",0.00%
-411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$283,193.42",0.00%
-412,61,Rice milling,"$4,898,466,736.87","$118,216.63",0.00%
-413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$178,022.83",0.00%
-414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$500,266.68",0.00%
-415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$77,693.43",0.00%
-416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$869,315.89",0.00%
-417,318,Battery manufacturing,"$39,581,382,532.18","$919,212.73",0.00%
-418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$350,601.92",0.00%
-419,141,Stationery product manufacturing,"$6,277,104,685.19","$142,162.73",0.00%
-420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$10,985,527.32",0.00%
-421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$590,210.79",0.00%
-422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$687,056.46",0.00%
-423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$60,969.43",0.00%
-424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$50,464.54",0.00%
-425,1,Oilseed farming,"$49,937,187,262.22","$1,052,620.61",0.00%
-426,17,Commercial fishing,"$6,396,190,709.37","$132,521.25",0.00%
-427,136,Pulp mills,"$4,388,558,617.42","$90,680.79",0.00%
-428,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$1,142,097.83",0.00%
-429,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$753,921.21",0.00%
-430,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$1,072,454.66",0.00%
-431,441,Custom computer programming services,"$369,576,048,122.11","$7,376,994.14",0.00%
-432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$220,678.40",0.00%
-433,373,Burial casket manufacturing,"$823,043,789.50","$15,868.50",0.00%
-434,442,Computer systems design services,"$372,342,526,925.07","$7,038,381.13",0.00%
-435,358,Blind and shade manufacturing,"$2,260,551,655.48","$42,483.88",0.00%
-436,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$389,062.93",0.00%
-437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$22,551.28",0.00%
-438,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$229,806.45",0.00%
-439,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$413,656.18",0.00%
-440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$307,771.84",0.00%
-441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$141,331.93",0.00%
-442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$23,669.05",0.00%
-443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$180,467.39",0.00%
-444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$711,759.77",0.00%
-445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$227,320.07",0.00%
-446,313,Major household appliance manufacturing,"$31,013,443,561.11","$471,509.22",0.00%
-447,5,Tree nut farming,"$10,840,952,356.98","$162,872.56",0.00%
-448,265,Industrial mold manufacturing,"$7,530,247,856.23","$110,518.57",0.00%
-449,112,Carpet and rug mills,"$11,693,395,459.88","$169,288.13",0.00%
-450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$207,448.95",0.00%
-451,287,Electronic computer manufacturing,"$59,399,365,371.42","$803,297.26",0.00%
-452,8,Cotton farming,"$5,875,423,327.42","$75,780.82",0.00%
-453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$69,397.36",0.00%
-454,368,Sign manufacturing,"$16,164,025,409.21","$193,834.89",0.00%
-455,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$50,782.38",0.00%
-456,353,Wood office furniture manufacturing,"$4,581,758,413.14","$53,657.30",0.00%
-457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$104,007.52",0.00%
-458,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$75,638.74",0.00%
-459,370,Musical instrument manufacturing,"$2,442,378,807.18","$28,157.91",0.00%
-460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$423,665.77",0.00%
-461,268,Machine tool manufacturing,"$14,689,449,094.47","$164,697.67",0.00%
-462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$163,915.43",0.00%
-463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$166,500.53",0.00%
-464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$35,055.90",0.00%
-465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$66,957.86",0.00%
-466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$123,997.31",0.00%
-467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$328,678.98",0.00%
-468,446,Scientific research and development services,"$1,205,188,770,353.59","$9,016,157.68",0.00%
-469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$48,666.60",0.00%
-470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$137,386.47",0.00%
-471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$49,048.32",0.00%
-472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$62,373.80",0.00%
-473,7,Tobacco farming,"$938,019,405.97","$5,821.93",0.00%
-474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$338,407.07",0.00%
-475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$60,785.88",0.00%
-476,288,Computer storage device manufacturing,"$9,130,764,626.37","$50,131.53",0.00%
-477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$138,183.79",0.00%
-478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$2,559,990.28",0.00%
-479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$119,806.01",0.00%
-480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$22,167.72",0.00%
-481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$21,589.01",0.00%
-482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$37,105.35",0.00%
-483,258,Food product machinery manufacturing,"$8,325,550,800.97","$27,826.07",0.00%
-484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$130,503.37",0.00%
-485,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$100,876.16",0.00%
-486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$56,259.48",0.00%
-487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$82,617.83",0.00%
-488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$43,171.86",0.00%
-489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$146,778.72",0.00%
-490,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$30,730.70",0.00%
-491,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$77,021.78",0.00%
-492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$9,926.45",0.00%
-493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$73,448.33",0.00%
-494,343,Ship building and repairing,"$36,749,502,389.40","$71,897.58",0.00%
-495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$74,986.72",0.00%
-496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$29,940.48",0.00%
-497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$8,882.48",0.00%
-498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$14,627.33",0.00%
-499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$20,138.36",0.00%
-500,337,Aircraft manufacturing,"$153,008,468,478.69","$135,124.79",0.00%
-501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$50,137.58",0.00%
-502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$60,958.92",0.00%
-503,33,Other nonmetallic minerals services,"$3,066,411,048.87","$1,931.24",0.00%
-504,327,Truck trailer manufacturing,"$18,669,883,339.14","$7,062.08",0.00%
-505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$3,992.34",0.00%
-506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$2,628.14",0.00%
-507,30,Drilling oil and gas wells,"$11,827,333,275.53",$441.77,0.00%
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,766,572.46",11.27%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,784.75",3.61%
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,412,660.11",0.29%
+4,21,Coal mining,"$40,369,797,410.22","$99,517,792.43",0.25%
+5,224,Nonferrous forging,"$5,015,019,698.50","$11,859,699.82",0.24%
+6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,855,770.86",0.23%
+7,223,Iron and steel forging,"$12,167,051,489.94","$24,860,652.99",0.20%
+8,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00",0.19%
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,479,524.33",0.11%
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,075,344.42",0.09%
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,693,878.82",0.09%
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,593,860.00",0.07%
+13,221,Custom roll forming,"$3,403,758,221.65","$2,047,910.87",0.06%
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,574,531.17",0.06%
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,960,628.51",0.05%
+16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,110,565.26",0.05%
+17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$75,749,261.27",0.05%
+18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$13,750,734.03",0.05%
+19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,628,239.52",0.04%
+20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$21,161,036.23",0.04%
+21,23,Iron ore mining,"$4,242,665,589.12","$1,707,474.98",0.04%
+22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$2,012,270.34",0.04%
+23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$3,818,419.58",0.04%
+24,174,Explosives manufacturing,"$3,336,015,892.42","$1,223,499.64",0.04%
+25,241,Metal heat treating,"$6,751,197,386.48","$2,366,116.04",0.04%
+26,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$8,212,601.67",0.03%
+27,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$3,236,461.02",0.03%
+28,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$10,425,889.78",0.03%
+29,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$6,324,574.02",0.03%
+30,239,Machine shops,"$58,418,188,845.25","$17,740,534.48",0.03%
+31,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$11,458,073.09",0.03%
+32,315,Motor and generator manufacturing,"$20,631,390,946.06","$6,173,950.51",0.03%
+33,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,231,642.17",0.03%
+34,235,Metal cans manufacturing,"$27,208,678,262.97","$7,550,095.44",0.03%
+35,229,Plate work manufacturing,"$15,417,788,320.32","$4,189,470.67",0.03%
+36,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$71,183,990.71",0.03%
+37,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$1,601,824.65",0.02%
+38,167,Paint and coating manufacturing,"$40,256,103,819.80","$9,682,749.80",0.02%
+39,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$1,195,782.82",0.02%
+40,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,547,083.49",0.02%
+41,220,Nonferrous metal foundries,"$14,956,699,164.90","$3,388,256.24",0.02%
+42,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$14,889,096.83",0.02%
+43,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$3,997,462.90",0.02%
+44,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$3,446,067.53",0.02%
+45,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$11,335,733.97",0.02%
+46,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$1,568,168.37",0.02%
+47,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$4,569,998.11",0.02%
+48,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$3,195,648.17",0.02%
+49,109,Knit fabric mills,"$1,209,761,149.04","$209,095.42",0.02%
+50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$2,040,032.96",0.02%
+51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,117,546.81",0.02%
+52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$1,870,065.46",0.02%
+53,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$1,114,164.94",0.02%
+54,210,Steel wire drawing,"$6,965,034,108.99","$1,081,745.30",0.02%
+55,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$1,118,400.19",0.02%
+56,199,Other concrete product manufacturing,"$20,872,805,363.99","$3,193,692.49",0.02%
+57,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$66,457,422.51",0.01%
+58,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$2,296,254.40",0.01%
+59,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$28,071,317.75",0.01%
+60,311,Lighting fixture manufacturing,"$13,551,146,025.36","$1,853,432.45",0.01%
+61,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,968,913.28",0.01%
+62,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$3,564,093.27",0.01%
+63,200,Lime manufacturing,"$3,411,426,132.51","$456,974.48",0.01%
+64,201,Gypsum product manufacturing,"$10,849,873,573.69","$1,429,872.94",0.01%
+65,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$2,126,605.12",0.01%
+66,460,Other support services,"$93,493,521,065.46","$11,755,263.16",0.01%
+67,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$1,146,826.23",0.01%
+68,185,Other plastics product manufacturing,"$119,757,914,903.54","$14,574,251.89",0.01%
+69,226,Handtool manufacturing,"$9,269,806,810.85","$1,113,998.14",0.01%
+70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$917,993.65",0.01%
+71,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$179,518.40",0.01%
+72,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$3,938,793.16",0.01%
+73,195,Cement manufacturing,"$16,124,794,202.42","$1,797,390.49",0.01%
+74,188,Other rubber product manufacturing,"$18,947,852,104.12","$2,091,864.86",0.01%
+75,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$555,287.39",0.01%
+76,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$1,437,674.38",0.01%
+77,138,Paperboard mills,"$37,769,326,092.36","$4,065,854.09",0.01%
+78,139,Paperboard container manufacturing,"$102,476,045,826.39","$10,921,000.42",0.01%
+79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$5,880,643.39",0.01%
+80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$733,085.05",0.01%
+81,131,"Other millwork, including flooring","$11,872,958,758.31","$1,189,433.60",0.01%
+82,152,Industrial gas manufacturing,"$43,958,605,364.15","$4,292,033.48",0.01%
+83,397,Rail transportation,"$92,013,918,170.42","$8,963,142.47",0.01%
+84,32,Metal mining services,"$2,048,448,774.82","$198,898.95",0.01%
+85,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$33,212,860.65",0.01%
+86,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,078,460.50",0.01%
+87,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$828,734.56",0.01%
+88,451,Management of companies and enterprises,"$819,034,418,120.62","$73,871,844.31",0.01%
+89,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$2,745,832.43",0.01%
+90,125,Wood preservation,"$12,385,421,188.04","$1,108,967.31",0.01%
+91,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$1,006,795.11",0.01%
+92,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$818,883.73",0.01%
+93,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$2,553,665.48",0.01%
+94,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$14,329,654.87",0.01%
+95,129,Wood windows and door manufacturing,"$22,029,620,673.99","$1,905,801.79",0.01%
+96,124,Sawmills,"$42,023,969,480.44","$3,630,791.04",0.01%
+97,186,Tire manufacturing,"$25,656,100,926.70","$2,213,927.34",0.01%
+98,27,Sand and gravel mining,"$15,322,656,295.20","$1,305,792.49",0.01%
+99,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$4,293,486.26",0.01%
+100,24,Gold ore and silver ore mining,"$14,012,282,637.55","$1,186,252.80",0.01%
+101,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$102,915.63",0.01%
+102,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$741,161.55",0.01%
+103,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$467,242.68",0.01%
+104,26,Stone mining and quarrying,"$22,604,707,721.04","$1,873,356.77",0.01%
+105,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$843,201.07",0.01%
+106,230,Metal window and door manufacturing,"$25,916,655,606.62","$2,116,662.66",0.01%
+107,299,Other electronic component manufacturing,"$20,043,941,097.34","$1,611,137.63",0.01%
+108,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$696,177.55",0.01%
+109,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$6,845,253.29",0.01%
+110,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,333,924.37",0.01%
+111,16,Commercial logging,"$9,708,016,677.17","$766,256.36",0.01%
+112,455,Business support services,"$98,531,422,147.59","$7,694,659.71",0.01%
+113,457,Investigation and security services,"$87,760,959,501.87","$6,683,927.99",0.01%
+114,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$1,449,194.13",0.01%
+115,399,Truck transportation,"$517,459,714,328.88","$38,933,200.32",0.01%
+116,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$3,692,966.59",0.01%
+117,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$1,195,008.80",0.01%
+118,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$1,000,075.49",0.01%
+119,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$3,847,803.82",0.01%
+120,454,Employment services,"$472,021,118,180.87","$33,697,927.29",0.01%
+121,508,Postal service,"$82,216,438,935.22","$5,782,876.70",0.01%
+122,25,Other metal ore mining,"$4,177,930,861.03","$291,850.43",0.01%
+123,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$1,299,686.78",0.01%
+124,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,553,117.73",0.01%
+125,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$1,827,216.58",0.01%
+126,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$177,978.83",0.01%
+127,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$5,635,464.78",0.01%
+128,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$377,599.63",0.01%
+129,191,Flat glass manufacturing,"$5,646,246,245.84","$383,103.86",0.01%
+130,237,Hardware manufacturing,"$11,360,442,824.27","$767,897.25",0.01%
+131,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$6,960,356.71",0.01%
+132,509,Federal electric utilities,"$15,278,393,331.48","$1,018,247.89",0.01%
+133,515,Local government electric utilities,"$63,242,600,402.80","$4,197,115.79",0.01%
+134,512,State government electric utilities,"$2,138,213,300.81","$141,786.65",0.01%
+135,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$403,044.63",0.01%
+136,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$558,041.33",0.01%
+137,41,Electric power generation - All other,"$598,610,063.76","$39,585.41",0.01%
+138,39,Electric power generation - Geothermal,"$1,089,212,605.47","$72,028.40",0.01%
+139,36,Electric power generation - Nuclear,"$48,600,191,094.94","$3,213,875.80",0.01%
+140,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$737,356.74",0.01%
+141,38,Electric power generation - Wind,"$31,436,960,621.21","$2,078,890.74",0.01%
+142,37,Electric power generation - Solar,"$15,183,687,778.59","$1,004,080.14",0.01%
+143,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$10,583,160.76",0.01%
+144,40,Electric power generation - Biomass,"$3,248,354,871.06","$214,810.04",0.01%
+145,42,Electric power transmission and distribution,"$454,802,637,163.46","$30,050,544.15",0.01%
+146,404,Warehousing and storage,"$196,283,203,045.69","$12,738,018.57",0.01%
+147,403,Couriers and messengers,"$147,389,575,412.04","$9,514,002.81",0.01%
+148,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$405,384.64",0.01%
+149,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$625,417.15",0.01%
+150,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$227,684.91",0.01%
+151,453,Facilities support services,"$38,362,646,138.12","$2,376,367.48",0.01%
+152,440,Specialized design services,"$61,729,364,047.76","$3,822,172.59",0.01%
+153,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$343,495.63",0.01%
+154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$6,249,958.43",0.01%
+155,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$13,490,475.68",0.01%
+156,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$284,168.66",0.01%
+157,173,Printing ink manufacturing,"$4,197,932,161.56","$239,431.20",0.01%
+158,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$19,087,751.90",0.01%
+159,231,Sheet metal work manufacturing,"$38,948,717,887.18","$2,202,195.31",0.01%
+160,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$1,265,228.69",0.01%
+161,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$2,064,374.39",0.01%
+162,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$527,193.67",0.01%
+163,161,Fertilizer mixing,"$6,609,942,413.23","$361,103.90",0.01%
+164,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$870,240.02",0.01%
+165,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$14,346,627.44",0.01%
+166,205,Mineral wool manufacturing,"$10,606,371,397.91","$565,161.69",0.01%
+167,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$925,962.03",0.01%
+168,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$13,121,386.48",0.01%
+169,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$722,776.83",0.01%
+170,447,"Advertising, public relations, and related services","$221,366,844,538.02","$11,468,289.93",0.01%
+171,116,Other textile product mills,"$5,849,355,190.48","$301,183.90",0.01%
+172,168,Adhesive manufacturing,"$19,417,045,098.31","$999,406.90",0.01%
+173,151,Petrochemical manufacturing,"$213,898,809,710.92","$10,872,635.83",0.01%
+174,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$390,359.00",0.01%
+175,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$29,707,399.33",0.01%
+176,321,Wiring device manufacturing,"$23,088,452,099.69","$1,168,418.56",0.01%
+177,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$191,379.53",0.01%
+178,43,Natural gas distribution,"$112,805,479,068.56","$5,636,458.00",0.00%
+179,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$1,524,456.96",0.00%
+180,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$7,848,892.91",0.00%
+181,137,Paper mills,"$44,700,830,052.02","$2,205,700.94",0.00%
+182,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$11,250,283.16",0.00%
+183,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$4,926,729.95",0.00%
+184,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$13,562,185.12",0.00%
+185,254,Construction machinery manufacturing,"$64,676,876,659.63","$3,114,356.81",0.00%
+186,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$19,611,732.84",0.00%
+187,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$10,519,138.58",0.00%
+188,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$6,164,479.54",0.00%
+189,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$17,306,517.95",0.00%
+190,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$4,422,030.95",0.00%
+191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,972,736.45",0.00%
+192,413,Radio and television broadcasting,"$126,652,960,389.18","$5,866,983.12",0.00%
+193,458,Services to buildings,"$184,887,389,840.19","$8,526,284.66",0.00%
+194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$22,726,581.85",0.00%
+195,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$53,686.76",0.00%
+196,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$367,256.37",0.00%
+197,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$18,317,453.75",0.00%
+198,448,Photographic services,"$18,611,681,469.69","$841,433.58",0.00%
+199,437,Legal services,"$482,145,097,198.44","$21,694,508.74",0.00%
+200,110,Textile and fabric finishing mills,"$5,488,614,083.97","$246,073.82",0.00%
+201,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$46,976,424.65",0.00%
+202,452,Office administrative services,"$100,789,973,631.90","$4,425,546.84",0.00%
+203,144,Printing,"$93,711,787,715.49","$4,110,916.58",0.00%
+204,418,"Data processing, hosting, and related services","$490,713,862,620.46","$21,227,519.77",0.00%
+205,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$13,093,966.43",0.00%
+206,406,Periodical publishers,"$28,726,880,599.05","$1,239,689.72",0.00%
+207,456,Travel arrangement and reservation services,"$92,038,956,694.17","$3,965,259.93",0.00%
+208,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$11,111,321.91",0.00%
+209,481,"Independent artists, writers, and performers","$78,191,306,536.76","$3,347,065.40",0.00%
+210,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$13,237,951.74",0.00%
+211,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$221,379.08",0.00%
+212,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$3,860,394.51",0.00%
+213,405,Newspaper publishers,"$23,494,267,330.25","$996,593.30",0.00%
+214,414,Cable and other subscription programming,"$129,841,466,724.49","$5,436,864.63",0.00%
+215,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$1,862,385.49",0.00%
+216,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$4,340,685.02",0.00%
+217,479,Commercial Sports Except Racing,"$62,631,985,438.99","$2,597,033.25",0.00%
+218,478,Performing arts companies,"$40,958,746,144.37","$1,697,175.34",0.00%
+219,145,Support activities for printing,"$3,010,426,339.58","$124,705.62",0.00%
+220,424,Other financial investment activities,"$568,453,393,226.55","$23,516,106.76",0.00%
+221,146,Petroleum refineries,"$685,338,713,966.20","$28,323,063.81",0.00%
+222,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$17,906,876.82",0.00%
+223,505,Business and professional associations,"$73,615,227,688.04","$2,980,911.53",0.00%
+224,10,All other crop farming,"$22,224,392,154.07","$897,979.79",0.00%
+225,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$162,081.31",0.00%
+226,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$320,695.25",0.00%
+227,493,All other food and drinking places,"$276,447,241,992.94","$11,055,911.76",0.00%
+228,495,Car washes,"$35,373,724,638.09","$1,414,090.57",0.00%
+229,461,Waste management and remediation services,"$177,999,302,351.73","$7,113,085.21",0.00%
+230,44,"Water, sewage and other systems","$20,702,504,339.27","$825,677.34",0.00%
+231,490,Other accommodations,"$16,436,225,502.96","$653,070.16",0.00%
+232,510,Other federal government enterprises,"$6,854,090,185.53","$272,309.97",0.00%
+233,491,Full-service restaurants,"$600,936,370,418.40","$23,850,391.98",0.00%
+234,426,"Insurance carriers, except direct life","$763,623,938,208.92","$30,089,816.41",0.00%
+235,459,Landscape and horticultural services,"$165,786,078,305.71","$6,527,385.02",0.00%
+236,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$1,029,241.19",0.00%
+237,513,Other state government enterprises,"$26,495,170,772.45","$1,032,394.55",0.00%
+238,516,Other local government enterprises,"$353,931,726,040.53","$13,777,499.01",0.00%
+239,63,Wet corn milling,"$38,891,507,770.56","$1,513,766.92",0.00%
+240,391,Retail - Gasoline stores,"$126,195,524,793.46","$4,897,497.03",0.00%
+241,487,Fitness and recreational sports centers,"$40,757,208,080.88","$1,576,899.32",0.00%
+242,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$615,822.69",0.00%
+243,462,Elementary and secondary schools,"$74,365,925,030.62","$2,866,866.72",0.00%
+244,486,Other amusement and recreation industries,"$73,097,118,023.77","$2,814,375.34",0.00%
+245,476,Child day care services,"$86,623,931,960.28","$3,333,738.60",0.00%
+246,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$2,887,657.83",0.00%
+247,507,Private households,"$27,265,934,911.83","$1,045,137.35",0.00%
+248,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$1,326,804.36",0.00%
+249,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,989,649.16",0.00%
+250,475,Individual and family services,"$197,385,106,011.81","$7,534,996.42",0.00%
+251,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$4,347,805.34",0.00%
+252,503,Religious organizations,"$160,924,588,099.97","$6,123,708.82",0.00%
+253,472,Hospitals,"$1,246,642,306,210.30","$47,350,880.46",0.00%
+254,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$360,228.34",0.00%
+255,480,Racing and Track Operation,"$2,466,251,193.93","$93,314.29",0.00%
+256,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$492,336.13",0.00%
+257,431,Owner-occupied housing,"$2,353,458,000,000.00","$88,604,921.85",0.00%
+258,492,Limited-service restaurants,"$662,772,350,208.32","$24,913,646.23",0.00%
+259,488,Bowling centers,"$4,651,609,193.39","$174,189.39",0.00%
+260,464,Other educational services,"$150,226,479,511.36","$5,617,086.23",0.00%
+261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$788,169.05",0.00%
+262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$6,940,379.45",0.00%
+263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,975,988.16",0.00%
+264,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$956,048.50",0.00%
+265,394,Retail - General merchandise stores,"$308,393,207,557.39","$11,438,587.39",0.00%
+266,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$3,635,436.27",0.00%
+267,502,Other personal services,"$133,455,503,992.02","$4,930,584.79",0.00%
+268,499,Personal care services,"$99,129,280,065.60","$3,651,824.52",0.00%
+269,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$920,053.44",0.00%
+270,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$2,000,658.55",0.00%
+271,389,Retail - Food and beverage stores,"$340,025,954,447.09","$12,462,006.91",0.00%
+272,184,Plastics bottle manufacturing,"$20,649,244,775.09","$752,284.07",0.00%
+273,466,Offices of dentists,"$187,241,521,354.72","$6,806,401.50",0.00%
+274,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$2,248,192.01",0.00%
+275,425,Direct life insurance carriers,"$118,798,771,122.27","$4,314,098.40",0.00%
+276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$3,393,524.56",0.00%
+277,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$4,705,631.36",0.00%
+278,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$1,497,017.71",0.00%
+279,410,Software publishers,"$481,752,923,538.80","$17,436,086.52",0.00%
+280,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$2,677,360.01",0.00%
+281,401,Pipeline transportation,"$77,957,430,742.25","$2,814,859.55",0.00%
+282,465,Offices of physicians,"$710,425,690,758.33","$25,631,928.51",0.00%
+283,396,Air transportation,"$328,394,890,891.02","$11,827,508.93",0.00%
+284,467,Offices of other health practitioners,"$173,037,357,927.83","$6,225,938.67",0.00%
+285,102,Wineries,"$27,858,635,866.29","$1,000,794.17",0.00%
+286,390,Retail - Health and personal care stores,"$203,751,544,401.25","$7,316,307.92",0.00%
+287,443,"Other computer related services, including facilities management","$72,014,303,860.80","$2,585,236.13",0.00%
+288,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$7,132,747.32",0.00%
+289,506,Labor and civic organizations,"$81,538,720,493.49","$2,920,944.70",0.00%
+290,445,Environmental and other technical consulting services,"$89,248,872,652.10","$3,188,918.07",0.00%
+291,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$8,904,416.24",0.00%
+292,468,Outpatient care centers,"$254,994,924,915.48","$9,042,409.78",0.00%
+293,470,Home health care services,"$148,884,219,821.65","$5,270,962.80",0.00%
+294,143,All other converted paper product manufacturing,"$7,484,025,289.68","$264,009.34",0.00%
+295,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$776,580.56",0.00%
+296,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$566,251.87",0.00%
+297,65,Fats and oils refining and blending,"$27,186,577,576.39","$950,925.19",0.00%
+298,58,Dog and cat food manufacturing,"$42,027,131,811.09","$1,469,941.09",0.00%
+299,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$3,561,377.90",0.00%
+300,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$1,379,252.68",0.00%
+301,484,Amusement parks and arcades,"$27,154,350,236.67","$944,279.49",0.00%
+302,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$148,918.24",0.00%
+303,398,Water transportation,"$76,976,695,291.27","$2,641,301.64",0.00%
+304,292,Other communications equipment manufacturing,"$8,476,374,888.63","$290,815.40",0.00%
+305,514,Local government passenger transit,"$14,082,847,680.82","$480,693.50",0.00%
+306,511,State government passenger transit,"$1,585,108,785.26","$54,104.93",0.00%
+307,93,Other snack food manufacturing,"$38,904,968,131.82","$1,326,790.07",0.00%
+308,64,Soybean and other oilseed processing,"$76,308,728,857.11","$2,601,696.83",0.00%
+309,101,Breweries,"$37,340,990,790.38","$1,269,233.44",0.00%
+310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$9,043,355.50",0.00%
+311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$2,742,153.83",0.00%
+312,103,Distilleries,"$24,706,251,736.01","$831,633.81",0.00%
+313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$2,914,202.93",0.00%
+314,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$126,230.39",0.00%
+315,108,Nonwoven fabric mills,"$8,073,560,162.60","$270,837.40",0.00%
+316,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,084,769.83",0.00%
+317,91,Tortilla manufacturing,"$6,637,815,191.50","$219,232.05",0.00%
+318,171,Surface active agent manufacturing,"$7,929,977,473.13","$261,573.29",0.00%
+319,444,Management consulting services,"$314,984,356,065.88","$10,354,096.54",0.00%
+320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$5,584,242.87",0.00%
+321,100,Manufactured ice,"$1,531,542,683.93","$50,265.31",0.00%
+322,73,Frozen specialties manufacturing,"$29,906,861,739.21","$980,713.91",0.00%
+323,449,Veterinary services,"$71,596,357,121.77","$2,345,538.50",0.00%
+324,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$9,186,572.00",0.00%
+325,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$443,601.77",0.00%
+326,67,Beet sugar manufacturing,"$4,964,816,518.93","$162,037.44",0.00%
+327,193,Glass container manufacturing,"$6,929,253,311.43","$226,005.08",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$649,553.63",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$2,498,408.13",0.00%
+330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$432,996.95",0.00%
+331,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$190,154.39",0.00%
+332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$473,107.10",0.00%
+333,3,Vegetable and melon farming,"$30,885,272,746.48","$996,455.00",0.00%
+334,363,Dental laboratories,"$6,071,164,155.13","$195,770.75",0.00%
+335,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$457,767.32",0.00%
+336,60,Flour milling,"$24,410,235,377.89","$784,892.01",0.00%
+337,106,Broadwoven fabric mills,"$6,004,476,568.14","$193,019.48",0.00%
+338,429,Other real estate,"$2,063,772,881,991.79","$66,232,975.54",0.00%
+339,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$915,918.41",0.00%
+340,111,Fabric coating mills,"$2,941,340,275.34","$94,321.67",0.00%
+341,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$1,000,578.83",0.00%
+342,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$167,889.05",0.00%
+343,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$429,971.30",0.00%
+344,62,Malt manufacturing,"$1,609,185,168.11","$51,183.65",0.00%
+345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$534,922.68",0.00%
+346,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$220,103.46",0.00%
+347,409,Greeting card publishing,"$620,260,994.43","$19,509.28",0.00%
+348,68,Sugar cane mills and refining,"$9,295,080,877.39","$291,422.50",0.00%
+349,83,Poultry processing,"$105,186,301,944.41","$3,282,318.94",0.00%
+350,415,Wired telecommunications carriers,"$312,303,330,075.70","$9,742,905.27",0.00%
+351,328,Motor home manufacturing,"$8,213,805,405.62","$256,029.89",0.00%
+352,434,Video tape and disc rental,"$2,056,888,651.68","$63,986.88",0.00%
+353,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$200,871.43",0.00%
+354,59,Other animal food manufacturing,"$65,579,824,303.67","$2,027,808.32",0.00%
+355,98,All other food manufacturing,"$57,495,650,042.31","$1,761,656.89",0.00%
+356,18,Commercial hunting and trapping,"$1,457,086,312.35","$44,561.23",0.00%
+357,500,Death care services,"$21,907,750,073.48","$669,155.37",0.00%
+358,113,Curtain and linen mills,"$2,979,017,369.60","$90,957.47",0.00%
+359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$221,044.95",0.00%
+360,77,Cheese manufacturing,"$78,758,678,813.71","$2,396,798.49",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$958,212.77",0.00%
+362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$711,666.86",0.00%
+363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$53,321.55",0.00%
+364,117,Apparel knitting mills,"$1,078,135,943.04","$32,631.28",0.00%
+365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$1,385,724.80",0.00%
+366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$7,592,373.61",0.00%
+367,13,Poultry and egg production,"$78,014,200,034.51","$2,350,591.00",0.00%
+368,97,Spice and extract manufacturing,"$19,373,537,300.45","$583,552.42",0.00%
+369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$622,154.84",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$1,659,854.96",0.00%
+371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$247,788.71",0.00%
+372,4,Fruit farming,"$27,048,229,916.23","$791,906.71",0.00%
+373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$384,786.04",0.00%
+374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$77,601.92",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$438,936.23",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$7,520,554.46",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$1,695,327.20",0.00%
+378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$114,961.21",0.00%
+379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$219,569.86",0.00%
+380,122,Footwear manufacturing,"$3,007,443,476.76","$86,226.70",0.00%
+381,344,Boat building,"$16,575,494,394.55","$474,885.81",0.00%
+382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$74,281.26",0.00%
+383,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$1,146,858.19",0.00%
+384,87,Seafood product preparation and packaging,"$18,709,695,060.42","$534,329.93",0.00%
+385,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$129,879.69",0.00%
+386,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$201,687.80",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$347,499.74",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$1,097,346.39",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$278,638.88",0.00%
+390,20,Oil and gas extraction,"$440,054,943,164.76","$12,319,834.96",0.00%
+391,114,Textile bag and canvas mills,"$5,249,055,341.28","$146,344.27",0.00%
+392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$165,042.83",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$1,057,829.25",0.00%
+394,85,Meat processed from carcasses,"$97,119,832,558.67","$2,678,258.97",0.00%
+395,104,Tobacco manufacturing,"$54,449,721,766.50","$1,499,280.14",0.00%
+396,2,Grain farming,"$92,515,635,807.06","$2,544,272.65",0.00%
+397,298,Electronic connector manufacturing,"$10,285,711,165.08","$282,225.17",0.00%
+398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$294,189.10",0.00%
+399,430,Tenant-occupied housing,"$685,796,968,030.48","$18,651,494.34",0.00%
+400,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$205,531.04",0.00%
+401,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$825,956.20",0.00%
+402,357,Mattress manufacturing,"$9,419,270,908.18","$252,527.60",0.00%
+403,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$445,060.28",0.00%
+404,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$3,336,603.69",0.00%
+405,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$317,495.55",0.00%
+406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$3,249,250.91",0.00%
+407,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$383,863.05",0.00%
+408,411,Motion picture and video industries,"$175,387,116,345.71","$4,529,280.05",0.00%
+409,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$412,464.93",0.00%
+410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$479,953.39",0.00%
+411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$291,954.87",0.00%
+412,61,Rice milling,"$4,898,466,736.87","$121,856.86",0.00%
+413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$183,588.26",0.00%
+414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$515,840.04",0.00%
+415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$80,062.33",0.00%
+416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$897,997.33",0.00%
+417,318,Battery manufacturing,"$39,581,382,532.18","$944,577.44",0.00%
+418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$360,159.04",0.00%
+419,439,"Architectural, engineering, and related services","$491,156,469,463.54","$11,670,850.93",0.00%
+420,141,Stationery product manufacturing,"$6,277,104,685.19","$146,233.53",0.00%
+421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$608,901.95",0.00%
+422,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$63,073.65",0.00%
+423,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$707,613.04",0.00%
+424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$52,005.76",0.00%
+425,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$1,246,453.21",0.00%
+426,1,Oilseed farming,"$49,937,187,262.22","$1,083,301.59",0.00%
+427,17,Commercial fishing,"$6,396,190,709.37","$136,677.90",0.00%
+428,136,Pulp mills,"$4,388,558,617.42","$92,473.99",0.00%
+429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$1,089,452.46",0.00%
+430,441,Custom computer programming services,"$369,576,048,122.11","$7,558,527.11",0.00%
+431,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$755,205.27",0.00%
+432,373,Burial casket manufacturing,"$823,043,789.50","$16,356.63",0.00%
+433,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$220,902.99",0.00%
+434,442,Computer systems design services,"$372,342,526,925.07","$7,218,042.76",0.00%
+435,358,Blind and shade manufacturing,"$2,260,551,655.48","$43,772.87",0.00%
+436,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$23,257.12",0.00%
+437,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$392,725.24",0.00%
+438,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$236,627.78",0.00%
+439,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$317,268.09",0.00%
+440,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$416,801.99",0.00%
+441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$145,191.84",0.00%
+442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$24,408.91",0.00%
+443,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$726,155.98",0.00%
+444,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$181,836.90",0.00%
+445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$234,358.12",0.00%
+446,313,Major household appliance manufacturing,"$31,013,443,561.11","$484,116.24",0.00%
+447,5,Tree nut farming,"$10,840,952,356.98","$167,894.80",0.00%
+448,265,Industrial mold manufacturing,"$7,530,247,856.23","$112,917.32",0.00%
+449,112,Carpet and rug mills,"$11,693,395,459.88","$173,134.74",0.00%
+450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$213,923.32",0.00%
+451,287,Electronic computer manufacturing,"$59,399,365,371.42","$811,319.75",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$77,708.22",0.00%
+453,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$56,101.32",0.00%
+454,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$70,476.66",0.00%
+455,368,Sign manufacturing,"$16,164,025,409.21","$198,942.05",0.00%
+456,370,Musical instrument manufacturing,"$2,442,378,807.18","$29,048.48",0.00%
+457,353,Wood office furniture manufacturing,"$4,581,758,413.14","$53,696.85",0.00%
+458,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$104,096.85",0.00%
+459,334,Motor vehicle metal stamping,"$37,315,706,996.08","$432,543.03",0.00%
+460,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$75,801.89",0.00%
+461,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$168,937.40",0.00%
+462,268,Machine tool manufacturing,"$14,689,449,094.47","$165,837.89",0.00%
+463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$171,328.63",0.00%
+464,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$70,005.75",0.00%
+465,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$36,344.31",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$126,228.76",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$338,155.73",0.00%
+468,446,Scientific research and development services,"$1,205,188,770,353.59","$9,373,605.16",0.00%
+469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$48,807.54",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$139,315.33",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$49,769.26",0.00%
+472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$63,724.15",0.00%
+473,7,Tobacco farming,"$938,019,405.97","$6,001.07",0.00%
+474,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$63,378.93",0.00%
+475,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$348,164.42",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$51,461.65",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$139,877.24",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$2,638,182.04",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$123,485.92",0.00%
+480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$22,795.44",0.00%
+481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$22,119.68",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$37,937.26",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$28,331.52",0.00%
+484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$130,873.10",0.00%
+485,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$104,008.93",0.00%
+486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$56,796.44",0.00%
+487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$84,232.43",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$43,454.95",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$149,092.03",0.00%
+490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$79,122.62",0.00%
+491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$30,883.76",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$10,119.52",0.00%
+493,343,Ship building and repairing,"$36,749,502,389.40","$76,261.73",0.00%
+494,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$75,637.53",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$78,901.59",0.00%
+496,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$9,692.71",0.00%
+497,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$31,096.59",0.00%
+498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$14,997.47",0.00%
+499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$20,573.07",0.00%
+500,31,Support activities for oil and gas operations,"$91,409,573,478.95","$84,747.18",0.00%
+501,337,Aircraft manufacturing,"$153,008,468,478.69","$136,065.83",0.00%
+502,33,Other nonmetallic minerals services,"$3,066,411,048.87","$2,689.47",0.00%
+503,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$50,809.04",0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$7,303.60",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$4,103.19",0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$2,695.85",0.00%
+507,30,Drilling oil and gas wells,"$11,827,333,275.53",$509.20,0.00%
 508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
 509,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-510,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
-511,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
-512,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-513,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
-514,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
-515,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-516,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
-517,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
-518,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
-519,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-520,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
-521,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
-522,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
-523,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
-524,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
-525,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
-526,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
-527,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
-528,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+510,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+511,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+512,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+513,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+514,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+515,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+516,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+517,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+518,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+519,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+520,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+521,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+522,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+523,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+524,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+525,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+526,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+527,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+528,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/US/US_2032/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/US/US_2032/occupation_impacts_table.csv
index 581e629..d2f3f3c 100644
--- a/Model_Outputs/IMPLAN/US/US_2032/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/US/US_2032/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,251.88,237.71,"$48,410,865.02","$8,855,857.30","$57,266,722.32","558,397.36"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",79.78,76.52,"$17,961,775.78","$3,274,920.34","$21,236,696.11","171,463.69"
-11-3000,Operations Specialties Managers,193.14,186.98,"$42,082,114.43","$7,926,180.65","$50,008,295.08","415,507.36"
-11-9000,Other Management Occupations,243.24,231.15,"$37,539,175.38","$6,948,320.35","$44,487,495.74","517,707.58"
-13-1000,Business Operations Specialists,507.89,487.27,"$59,888,256.36","$10,961,555.96","$70,849,812.32","1,012,242.57"
-13-2000,Financial Specialists,172.85,166.84,"$24,413,193.55","$4,235,595.41","$28,648,788.96","346,198.95"
-15-1200,Computer Occupations,221.26,212.79,"$35,567,335.70","$6,106,928.27","$41,674,263.97","440,533.65"
-15-2000,Mathematical Science Occupations,18.99,18.33,"$3,170,164.82","$554,359.65","$3,724,524.47","37,623.76"
-17-1000,"Architects, Surveyors, and Cartographers",7.44,7.15,"$810,476.52","$134,976.84","$945,453.36","15,107.59"
-17-2000,Engineers,292.13,286.26,"$44,467,058.82","$9,192,965.50","$53,660,024.32","614,353.74"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",78.73,77.07,"$7,816,834.46","$1,631,533.97","$9,448,368.43","158,017.16"
-19-1000,Life Scientists,8.00,7.55,"$1,008,280.22","$185,958.68","$1,194,238.90","15,797.32"
-19-2000,Physical Scientists,6.86,6.64,"$977,265.62","$199,398.47","$1,176,664.10","13,804.99"
-19-3000,Social Scientists and Related Workers,3.95,3.64,"$436,183.69","$79,510.13","$515,693.82","7,220.46"
-19-4000,"Life, Physical, and Social Science Technicians",9.66,9.27,"$776,387.48","$163,421.56","$939,809.03","18,009.97"
-19-5000,Occupational Health and Safety Specialists and Technicians,18.10,17.53,"$1,946,154.29","$382,043.51","$2,328,197.80","36,994.13"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",56.01,50.36,"$3,291,145.29","$624,285.81","$3,915,431.10","97,629.13"
-21-2000,Religious Workers,26.60,23.04,"$1,255,127.61","$183,261.87","$1,438,389.48","52,520.63"
-23-1000,"Lawyers, Judges, and Related Workers",26.25,25.18,"$6,758,168.05","$1,148,898.56","$7,907,066.61","55,948.16"
-23-2000,Legal Support Workers,16.47,15.76,"$1,404,343.72","$236,271.55","$1,640,615.27","29,683.98"
-25-1000,Postsecondary Teachers,16.48,14.95,"$1,649,609.28","$369,556.01","$2,019,165.29","25,086.68"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",35.07,31.08,"$1,689,796.39","$338,400.39","$2,028,196.78","60,423.78"
-25-3000,Other Teachers and Instructors,23.43,20.95,"$959,529.93","$188,361.33","$1,147,891.27","30,282.50"
-25-4000,"Librarians, Curators, and Archivists",1.69,1.50,"$109,424.25","$20,117.71","$129,541.96","2,699.54"
-25-9000,Other Educational Instruction and Library Occupations,17.91,15.96,"$774,842.81","$151,286.08","$926,128.89","25,139.58"
-27-1000,Art and Design Workers,28.89,27.39,"$2,654,084.95","$461,189.21","$3,115,274.16","51,383.64"
-27-2000,"Entertainers and Performers, Sports and Related Workers",22.17,19.58,"$2,443,687.60","$425,362.35","$2,869,049.95","30,792.07"
-27-3000,Media and Communication Workers,27.01,25.40,"$3,137,278.60","$561,056.98","$3,698,335.58","49,535.55"
-27-4000,Media and Communication Equipment Workers,10.01,9.30,"$905,283.25","$161,758.54","$1,067,041.79","16,871.60"
-29-1000,Healthcare Diagnosing or Treating Practitioners,191.98,177.60,"$26,509,575.13","$5,215,826.60","$31,725,401.73","351,119.68"
-29-2000,Health Technologists and Technicians,94.47,86.84,"$6,048,320.55","$1,193,352.71","$7,241,673.26","167,949.80"
-29-9000,Other Healthcare Practitioners and Technical Occupations,3.80,3.53,"$310,311.62","$58,651.15","$368,962.77","7,148.30"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",182.97,164.00,"$5,992,194.48","$1,162,204.98","$7,154,399.47","284,914.67"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,6.35,5.81,"$313,724.11","$62,433.96","$376,158.07","9,530.83"
-31-9000,Other Healthcare Support Occupations,57.93,53.00,"$2,660,349.97","$506,231.56","$3,166,581.53","94,900.95"
-33-1000,Supervisors of Protective Service Workers,4.97,4.57,"$394,288.55","$72,159.77","$466,448.32","10,351.45"
-33-2000,Firefighting and Prevention Workers,2.69,2.47,"$139,467.89","$24,427.16","$163,895.05","6,725.91"
-33-3000,Law Enforcement Workers,1.08,0.99,"$72,370.58","$15,888.44","$88,259.02","2,378.90"
-33-9000,Other Protective Service Workers,90.50,82.90,"$4,406,989.91","$783,668.67","$5,190,658.58","151,762.31"
-35-1000,Supervisors of Food Preparation and Serving Workers,51.71,41.64,"$2,755,022.56","$395,796.93","$3,150,819.49","86,649.99"
-35-2000,Cooks and Food Preparation Workers,131.03,106.27,"$4,212,872.84","$621,637.94","$4,834,510.78","177,558.89"
-35-3000,Food and Beverage Serving Workers,271.94,218.76,"$7,373,865.86","$1,045,706.32","$8,419,572.18","298,524.30"
-35-9000,Other Food Preparation and Serving Related Workers,58.66,47.44,"$1,460,362.80","$207,716.83","$1,668,079.63","58,146.05"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,10.05,9.16,"$602,082.18","$104,467.67","$706,549.85","19,974.06"
-37-2000,Building Cleaning and Pest Control Workers,133.26,121.51,"$5,386,629.55","$958,346.24","$6,344,975.79","210,480.22"
-37-3000,Grounds Maintenance Workers,34.38,31.26,"$1,568,874.19","$275,654.09","$1,844,528.28","58,233.75"
-39-1000,Supervisors of Personal Care and Service Workers,7.12,6.23,"$443,493.33","$87,866.16","$531,359.49","12,397.04"
-39-2000,Animal Care and Service Workers,9.34,8.15,"$310,636.46","$47,329.41","$357,965.88","12,469.08"
-39-3000,Entertainment Attendants and Related Workers,21.98,18.94,"$693,540.13","$142,715.70","$836,255.83","23,992.17"
-39-4000,Funeral Service Workers,1.54,1.34,"$69,578.42","$9,992.95","$79,571.37","2,377.48"
-39-5000,Personal Appearance Workers,17.71,15.34,"$603,429.49","$89,565.50","$692,994.98","24,035.14"
-39-6000,"Baggage Porters, Bellhops, and Concierges",2.54,2.30,"$116,296.83","$19,910.29","$136,207.11","4,001.83"
-39-7000,Tour and Travel Guides,6.72,6.18,"$339,409.66","$61,168.71","$400,578.38","7,267.81"
-39-9000,Other Personal Care and Service Workers,43.19,37.39,"$1,187,027.76","$208,581.73","$1,395,609.49","50,333.34"
-41-1000,Supervisors of Sales Workers,55.86,50.49,"$4,604,776.31","$911,420.08","$5,516,196.39","110,546.40"
-41-2000,Retail Sales Workers,285.44,251.00,"$9,961,068.44","$2,063,311.67","$12,024,380.11","390,269.89"
-41-3000,"Sales Representatives, Services",101.13,96.50,"$11,342,373.15","$1,909,305.26","$13,251,678.41","201,695.90"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",164.86,159.91,"$19,000,718.10","$3,441,077.11","$22,441,795.21","347,994.06"
-41-9000,Other Sales and Related Workers,28.91,27.30,"$2,546,367.98","$454,229.43","$3,000,597.40","51,508.58"
-43-1000,Supervisors of Office and Administrative Support Workers,78.53,74.42,"$7,596,705.75","$1,456,323.90","$9,053,029.65","154,187.35"
-43-2000,Communications Equipment Operators,1.59,1.47,"$79,582.71","$14,492.08","$94,074.79","2,679.70"
-43-3000,Financial Clerks,146.69,139.43,"$9,676,070.18","$1,763,666.99","$11,439,737.17","261,075.87"
-43-4000,Information and Record Clerks,237.13,223.33,"$14,001,288.38","$2,574,680.24","$16,575,968.63","397,026.62"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",187.32,175.55,"$12,812,482.04","$3,349,833.09","$16,162,315.13","360,930.51"
-43-6000,Secretaries and Administrative Assistants,146.43,137.48,"$9,316,832.19","$1,693,895.35","$11,010,727.53","258,799.02"
-43-9000,Other Office and Administrative Support Workers,164.31,155.20,"$8,585,174.36","$1,563,213.16","$10,148,387.52","268,344.59"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",2.32,2.02,"$152,848.90","$35,789.65","$188,638.56","4,823.34"
-45-2000,Agricultural Workers,26.60,23.18,"$1,119,638.17","$249,935.61","$1,369,573.79","44,946.51"
-45-3000,Fishing and Hunting Workers,0.09,0.08,"$5,222.02","$1,663.44","$6,885.47",154.00
-45-4000,"Forest, Conservation, and Logging Workers",2.64,2.35,"$164,203.57","$48,773.12","$212,976.69","5,531.12"
-47-1000,Supervisors of Construction and Extraction Workers,150.64,145.65,"$14,174,172.37","$2,505,284.56","$16,679,456.93","324,743.63"
-47-2000,Construction Trades Workers,496.11,479.49,"$34,110,399.68","$6,104,649.84","$40,215,049.52","940,325.66"
-47-3000,"Helpers, Construction Trades",10.93,10.56,"$508,880.00","$88,962.69","$597,842.69","17,870.01"
-47-4000,Other Construction and Related Workers,13.14,12.67,"$1,192,583.43","$236,284.46","$1,428,867.89","26,278.78"
-47-5000,Extraction Workers,21.59,21.21,"$1,732,595.66","$390,963.43","$2,123,559.09","52,005.59"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",42.76,40.46,"$5,004,634.03","$1,017,644.95","$6,022,278.97","94,883.62"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",24.68,23.17,"$2,113,939.02","$406,733.69","$2,520,672.72","51,085.07"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",118.14,108.31,"$9,115,706.96","$1,719,386.22","$10,835,093.18","238,339.30"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",253.55,242.85,"$21,349,815.35","$4,349,986.17","$25,699,801.51","519,864.39"
-51-1000,Supervisors of Production Workers,114.28,111.93,"$12,347,038.97","$2,668,303.07","$15,015,342.04","254,052.06"
-51-2000,Assemblers and Fabricators,460.07,451.74,"$30,974,676.23","$6,623,725.80","$37,598,402.03","903,644.03"
-51-3000,Food Processing Workers,26.70,24.40,"$1,259,878.46","$266,084.41","$1,525,962.87","47,732.31"
-51-4000,Metal Workers and Plastic Workers,528.05,518.69,"$39,628,014.82","$8,470,050.90","$48,098,065.72","1,093,832.03"
-51-5100,Printing Workers,9.95,9.62,"$571,938.34","$114,488.45","$686,426.79","18,619.96"
-51-6000,"Textile, Apparel, and Furnishings Workers",19.01,17.54,"$859,371.45","$154,481.37","$1,013,852.82","32,743.76"
-51-7000,Woodworkers,11.99,11.61,"$683,957.85","$141,952.79","$825,910.64","23,430.28"
-51-8000,Plant and System Operators,12.24,11.95,"$1,312,448.23","$380,013.22","$1,692,461.46","25,873.01"
-51-9000,Other Production Occupations,354.07,345.67,"$25,207,076.27","$5,390,432.00","$30,597,508.26","704,009.25"
-53-1000,Supervisors of Transportation and Material Moving Workers,36.90,34.81,"$3,268,099.72","$643,684.70","$3,911,784.41","78,490.83"
-53-2000,Air Transportation Workers,10.81,10.14,"$2,034,498.08","$502,740.75","$2,537,238.83","19,817.77"
-53-3000,Motor Vehicle Operators,236.39,221.34,"$15,488,116.96","$3,327,487.87","$18,815,604.82","470,948.98"
-53-4000,Rail Transportation Workers,7.91,7.43,"$675,391.52","$203,791.82","$879,183.34","18,840.13"
-53-5000,Water Transportation Workers,10.95,10.24,"$1,028,996.93","$197,743.97","$1,226,740.90","25,606.44"
-53-6000,Other Transportation Workers,13.98,12.45,"$617,526.22","$116,341.33","$733,867.55","21,477.07"
-53-7000,Material Moving Workers,467.77,441.92,"$24,857,538.68","$4,755,968.62","$29,613,507.30","793,599.90"
+11-1000,Top Executives,258.82,244.25,"$49,806,558.11","$9,112,856.68","$58,919,414.80","573,771.25"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",81.69,78.35,"$18,428,928.52","$3,354,006.56","$21,782,935.09","175,522.39"
+11-3000,Operations Specialties Managers,198.95,192.60,"$43,379,440.45","$8,165,193.00","$51,544,633.45","427,895.83"
+11-9000,Other Management Occupations,247.78,235.42,"$38,272,150.82","$7,088,193.20","$45,360,344.02","527,170.74"
+13-1000,Business Operations Specialists,518.81,497.70,"$61,212,182.96","$11,196,862.99","$72,409,045.95","1,033,718.54"
+13-2000,Financial Specialists,178.76,172.56,"$25,375,485.37","$4,395,569.49","$29,771,054.86","358,013.03"
+15-1200,Computer Occupations,227.13,218.43,"$36,566,980.70","$6,270,549.57","$42,837,530.27","452,177.38"
+15-2000,Mathematical Science Occupations,19.60,18.92,"$3,275,145.56","$571,964.18","$3,847,109.74","38,822.45"
+17-1000,"Architects, Surveyors, and Cartographers",8.06,7.75,"$869,217.94","$146,520.40","$1,015,738.34","16,372.40"
+17-2000,Engineers,296.20,290.23,"$45,010,279.25","$9,305,660.39","$54,315,939.64","623,158.76"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",79.43,77.74,"$7,884,669.16","$1,644,704.04","$9,529,373.20","159,404.51"
+19-1000,Life Scientists,8.30,7.83,"$1,046,516.94","$192,956.34","$1,239,473.29","16,386.58"
+19-2000,Physical Scientists,7.12,6.89,"$1,014,418.48","$207,110.04","$1,221,528.53","14,327.77"
+19-3000,Social Scientists and Related Workers,4.08,3.77,"$452,356.81","$82,403.99","$534,760.81","7,472.88"
+19-4000,"Life, Physical, and Social Science Technicians",10.11,9.70,"$813,436.73","$171,613.20","$985,049.93","18,882.56"
+19-5000,Occupational Health and Safety Specialists and Technicians,18.84,18.26,"$2,023,689.46","$399,356.80","$2,423,046.26","38,536.88"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",57.79,51.96,"$3,397,405.20","$644,330.53","$4,041,735.73","100,733.32"
+21-2000,Religious Workers,27.42,23.75,"$1,294,145.41","$188,963.75","$1,483,109.15","54,147.97"
+23-1000,"Lawyers, Judges, and Related Workers",27.25,26.13,"$7,019,372.41","$1,192,755.83","$8,212,128.25","58,063.78"
+23-2000,Legal Support Workers,17.11,16.37,"$1,459,381.55","$245,505.58","$1,704,887.13","30,827.54"
+25-1000,Postsecondary Teachers,16.99,15.41,"$1,700,735.19","$380,997.54","$2,081,732.73","25,863.02"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",36.15,32.05,"$1,742,129.54","$348,878.55","$2,091,008.09","62,291.41"
+25-3000,Other Teachers and Instructors,24.12,21.57,"$988,011.83","$193,976.39","$1,181,988.22","31,168.28"
+25-4000,"Librarians, Curators, and Archivists",1.74,1.54,"$112,914.80","$20,755.27","$133,670.08","2,784.84"
+25-9000,Other Educational Instruction and Library Occupations,18.46,16.45,"$799,049.09","$156,002.03","$955,051.12","25,915.27"
+27-1000,Art and Design Workers,29.68,28.13,"$2,731,548.75","$474,249.64","$3,205,798.39","52,768.79"
+27-2000,"Entertainers and Performers, Sports and Related Workers",22.86,20.19,"$2,518,902.23","$438,412.42","$2,957,314.65","31,746.38"
+27-3000,Media and Communication Workers,27.80,26.14,"$3,231,255.68","$577,497.48","$3,808,753.16","50,983.04"
+27-4000,Media and Communication Equipment Workers,10.37,9.64,"$938,260.00","$167,450.84","$1,105,710.84","17,483.69"
+29-1000,Healthcare Diagnosing or Treating Practitioners,197.89,183.07,"$27,331,182.86","$5,377,307.43","$32,708,490.29","361,937.01"
+29-2000,Health Technologists and Technicians,97.42,89.55,"$6,238,144.55","$1,230,706.28","$7,468,850.83","173,184.61"
+29-9000,Other Healthcare Practitioners and Technical Occupations,3.92,3.65,"$320,799.74","$60,616.22","$381,415.96","7,382.83"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",188.56,169.01,"$6,175,003.93","$1,197,686.98","$7,372,690.91","293,616.38"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,6.55,5.99,"$323,496.49","$64,374.94","$387,871.43","9,825.69"
+31-9000,Other Healthcare Support Occupations,59.72,54.63,"$2,742,597.10","$521,870.94","$3,264,468.04","97,826.36"
+33-1000,Supervisors of Protective Service Workers,5.09,4.68,"$404,800.62","$74,137.72","$478,938.34","10,595.65"
+33-2000,Firefighting and Prevention Workers,2.72,2.50,"$141,487.13","$24,797.29","$166,284.41","6,818.02"
+33-3000,Law Enforcement Workers,1.10,1.01,"$74,457.52","$16,456.39","$90,913.91","2,431.97"
+33-9000,Other Protective Service Workers,92.80,85.01,"$4,522,895.29","$804,770.95","$5,327,666.24","155,633.76"
+35-1000,Supervisors of Food Preparation and Serving Workers,53.32,42.95,"$2,841,733.92","$408,312.91","$3,250,046.82","89,362.81"
+35-2000,Cooks and Food Preparation Workers,135.06,109.53,"$4,343,175.43","$640,863.58","$4,984,039.01","183,016.30"
+35-3000,Food and Beverage Serving Workers,280.37,225.54,"$7,602,726.52","$1,078,166.21","$8,680,892.73","307,778.81"
+35-9000,Other Food Preparation and Serving Related Workers,60.49,48.92,"$1,505,920.15","$214,182.75","$1,720,102.89","59,955.39"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,10.45,9.53,"$625,901.04","$108,589.03","$734,490.07","20,773.20"
+37-2000,Building Cleaning and Pest Control Workers,138.04,125.87,"$5,577,095.33","$992,197.81","$6,569,293.14","218,012.23"
+37-3000,Grounds Maintenance Workers,35.74,32.50,"$1,631,684.07","$286,610.69","$1,918,294.76","60,546.18"
+39-1000,Supervisors of Personal Care and Service Workers,7.34,6.42,"$457,421.60","$90,598.65","$548,020.25","12,784.85"
+39-2000,Animal Care and Service Workers,9.63,8.40,"$320,296.65","$48,803.88","$369,100.53","12,856.91"
+39-3000,Entertainment Attendants and Related Workers,22.66,19.52,"$715,103.79","$147,101.77","$862,205.56","24,732.66"
+39-4000,Funeral Service Workers,1.59,1.38,"$71,709.05","$10,298.55","$82,007.60","2,450.22"
+39-5000,Personal Appearance Workers,18.26,15.82,"$622,035.68","$92,328.56","$714,364.23","24,776.57"
+39-6000,"Baggage Porters, Bellhops, and Concierges",2.61,2.36,"$119,729.30","$20,499.50","$140,228.80","4,119.19"
+39-7000,Tour and Travel Guides,6.96,6.40,"$351,499.49","$63,347.02","$414,846.51","7,525.72"
+39-9000,Other Personal Care and Service Workers,44.52,38.54,"$1,223,815.96","$215,039.65","$1,438,855.62","51,884.77"
+41-1000,Supervisors of Sales Workers,57.52,51.98,"$4,736,696.14","$937,117.58","$5,673,813.72","113,820.06"
+41-2000,Retail Sales Workers,294.29,258.78,"$10,271,093.42","$2,127,236.29","$12,398,329.70","402,334.70"
+41-3000,"Sales Representatives, Services",104.55,99.77,"$11,778,948.52","$1,981,258.15","$13,760,206.68","208,557.04"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",168.09,163.02,"$19,381,832.62","$3,504,482.46","$22,886,315.08","354,779.04"
+41-9000,Other Sales and Related Workers,29.62,27.97,"$2,603,973.72","$463,706.98","$3,067,680.70","52,724.46"
+43-1000,Supervisors of Office and Administrative Support Workers,80.72,76.50,"$7,808,019.96","$1,495,895.24","$9,303,915.20","158,482.89"
+43-2000,Communications Equipment Operators,1.63,1.51,"$82,016.63","$14,934.50","$96,951.13","2,760.95"
+43-3000,Financial Clerks,150.96,143.49,"$9,960,786.24","$1,814,931.26","$11,775,717.49","268,675.83"
+43-4000,Information and Record Clerks,244.10,229.89,"$14,416,497.07","$2,648,741.97","$17,065,239.03","408,707.52"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",191.01,178.96,"$13,058,450.36","$3,418,091.13","$16,476,541.49","368,031.71"
+43-6000,Secretaries and Administrative Assistants,150.53,141.32,"$9,587,159.89","$1,742,305.50","$11,329,465.39","266,038.84"
+43-9000,Other Office and Administrative Support Workers,168.81,159.45,"$8,818,605.01","$1,605,929.41","$10,424,534.42","275,730.10"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",2.41,2.10,"$158,685.70","$37,201.40","$195,887.10","4,999.05"
+45-2000,Agricultural Workers,27.46,23.94,"$1,157,237.59","$258,235.78","$1,415,473.38","46,411.64"
+45-3000,Fishing and Hunting Workers,0.10,0.08,"$5,385.14","$1,715.41","$7,100.54",158.80
+45-4000,"Forest, Conservation, and Logging Workers",2.78,2.47,"$173,053.34","$51,544.29","$224,597.63","5,824.25"
+47-1000,Supervisors of Construction and Extraction Workers,158.09,152.96,"$15,050,373.15","$2,705,020.53","$17,755,393.69","341,222.15"
+47-2000,Construction Trades Workers,513.08,496.12,"$35,426,846.87","$6,401,107.57","$41,827,954.44","975,610.46"
+47-3000,"Helpers, Construction Trades",10.99,10.62,"$511,859.60","$89,501.87","$601,361.46","17,969.86"
+47-4000,Other Construction and Related Workers,13.66,13.17,"$1,235,325.53","$246,242.76","$1,481,568.29","27,359.93"
+47-5000,Extraction Workers,47.92,47.12,"$3,677,587.96","$841,764.84","$4,519,352.80","114,000.37"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",45.93,43.53,"$5,394,886.81","$1,105,780.84","$6,500,667.65","102,027.51"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",25.40,23.85,"$2,181,137.44","$420,885.84","$2,602,023.28","52,598.10"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",125.34,115.17,"$9,684,056.35","$1,840,133.01","$11,524,189.35","253,573.33"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",264.64,253.58,"$22,217,961.37","$4,541,518.78","$26,759,480.15","542,926.07"
+51-1000,Supervisors of Production Workers,115.59,113.20,"$12,491,591.17","$2,701,648.65","$15,193,239.81","256,968.53"
+51-2000,Assemblers and Fabricators,461.79,453.40,"$31,076,941.48","$6,644,576.94","$37,721,518.41","906,961.12"
+51-3000,Food Processing Workers,27.51,25.14,"$1,298,394.50","$274,263.22","$1,572,657.73","49,184.29"
+51-4000,Metal Workers and Plastic Workers,531.21,521.77,"$39,862,296.69","$8,521,411.86","$48,383,708.56","1,100,371.13"
+51-5100,Printing Workers,10.21,9.88,"$586,959.84","$117,439.63","$704,399.47","19,114.12"
+51-6000,"Textile, Apparel, and Furnishings Workers",19.57,18.05,"$885,219.20","$159,139.87","$1,044,359.08","33,704.24"
+51-7000,Woodworkers,12.15,11.77,"$692,827.82","$143,763.15","$836,590.97","23,738.17"
+51-8000,Plant and System Operators,13.05,12.74,"$1,396,127.91","$403,635.50","$1,799,763.40","27,621.49"
+51-9000,Other Production Occupations,359.37,350.81,"$25,576,565.46","$5,473,733.11","$31,050,298.57","714,521.64"
+53-1000,Supervisors of Transportation and Material Moving Workers,38.32,36.16,"$3,407,008.71","$673,485.23","$4,080,493.94","81,524.63"
+53-2000,Air Transportation Workers,11.17,10.48,"$2,101,178.03","$519,053.15","$2,620,231.18","20,470.47"
+53-3000,Motor Vehicle Operators,244.94,229.44,"$16,059,091.99","$3,452,381.31","$19,511,473.30","488,184.47"
+53-4000,Rail Transportation Workers,9.19,8.63,"$784,918.24","$237,064.84","$1,021,983.07","21,898.26"
+53-5000,Water Transportation Workers,11.38,10.63,"$1,070,153.79","$205,807.73","$1,275,961.52","26,596.63"
+53-6000,Other Transportation Workers,14.45,12.87,"$639,816.83","$120,873.79","$760,690.62","22,210.98"
+53-7000,Material Moving Workers,482.49,455.90,"$25,681,345.55","$4,924,471.92","$30,605,817.47","819,533.36"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/US/US_2032/tax_results.csv b/Model_Outputs/IMPLAN/US/US_2032/tax_results.csv
index 3add2ac..f8f89a1 100644
--- a/Model_Outputs/IMPLAN/US/US_2032/tax_results.csv
+++ b/Model_Outputs/IMPLAN/US/US_2032/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$2,987,989.94","$2,516,403.58","$1,759,008.86","$15,213,143.85","$86,880,821.51","$109,357,367.73"
-2 - Indirect,"$7,380,784.22","$7,204,680.47","$4,833,838.34","$25,386,512.91","$82,960,352.72","$127,766,168.67"
-3 - Induced,"$9,931,338.97","$9,908,524.94","$6,607,383.61","$31,489,815.67","$81,041,207.00","$138,978,270.19"
-,"$20,300,113.14","$19,629,608.99","$13,200,230.81","$72,089,472.43","$250,882,381.23","$376,101,806.60"
+1 - Direct,"$3,758,523.31","$3,303,476.69","$2,279,530.34","$17,423,809.09","$90,037,221.89","$116,802,561.32"
+2 - Indirect,"$7,736,661.02","$7,559,504.15","$5,070,717.84","$26,518,650.46","$86,014,602.34","$132,900,135.81"
+3 - Induced,"$10,237,335.54","$10,213,814.04","$6,810,963.12","$32,460,112.66","$83,538,955.54","$143,261,180.91"
+,"$21,732,519.87","$21,076,794.88","$14,161,211.30","$76,402,572.21","$259,590,779.78","$392,963,878.04"
diff --git a/Model_Outputs/IMPLAN/US/US_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index f482a43..1dacbe6 100644
--- a/Model_Outputs/IMPLAN/US/US_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,742,543.60"
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,167.51"
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,407,977.24"
-4,224,Nonferrous forging,"$5,015,019,698.50","$11,851,233.28"
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,589,463.53"
-6,223,Iron and steel forging,"$12,167,051,489.94","$24,841,665.87"
-7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00"
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,252,657.94"
-9,219,Ferrous metal foundries,"$23,423,417,307.88","$22,038,242.84"
-10,21,Coal mining,"$40,369,797,410.22","$35,328,363.98"
-11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,691,083.74"
-12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,590,744.97"
-13,221,Custom roll forming,"$3,403,758,221.65","$2,042,777.64"
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,569,845.56"
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,952,202.83"
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,766,572.46"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,784.75"
+3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,412,660.11"
+4,21,Coal mining,"$40,369,797,410.22","$99,517,792.43"
+5,224,Nonferrous forging,"$5,015,019,698.50","$11,859,699.82"
+6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,855,770.86"
+7,223,Iron and steel forging,"$12,167,051,489.94","$24,860,652.99"
+8,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00"
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,479,524.33"
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,075,344.42"
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,693,878.82"
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,593,860.00"
+13,221,Custom roll forming,"$3,403,758,221.65","$2,047,910.87"
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,574,531.17"
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,960,628.51"
diff --git a/Model_Outputs/IMPLAN/US/US_2033/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/US/US_2033/economic_indicators_by_impact.csv
index 9de0b65..298a42e 100644
--- a/Model_Outputs/IMPLAN/US/US_2033/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/US/US_2033/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"3,501.61","$386,962,455.30","$534,775,874.58","$1,323,862,369.86"
-2 - Indirect,"3,536.62","$347,317,680.36","$572,550,564.15","$1,251,725,895.31"
-3 - Induced,"4,520.29","$325,646,839.19","$611,936,356.63","$1,037,685,777.14"
-,"11,558.52","$1,059,926,974.86","$1,719,262,795.36","$3,613,274,042.32"
+1 - Direct,"3,589.62","$399,583,970.06","$580,514,523.19","$1,401,052,369.86"
+2 - Indirect,"3,685.60","$363,182,515.17","$600,079,442.58","$1,303,575,928.10"
+3 - Induced,"4,694.90","$338,225,064.88","$635,567,599.76","$1,077,756,557.91"
+,"11,970.12","$1,100,991,550.12","$1,816,161,565.53","$3,782,384,855.87"
diff --git a/Model_Outputs/IMPLAN/US/US_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 7159c3d..78c6387 100644
--- a/Model_Outputs/IMPLAN/US/US_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,745,672.28",11.27%
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,250.04",3.61%
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,408,597.26",0.29%
-4,224,Nonferrous forging,"$5,015,019,698.50","$11,852,346.38",0.24%
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,624,134.30",0.23%
-6,223,Iron and steel forging,"$12,167,051,489.94","$24,844,164.80",0.20%
-7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00",0.19%
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,282,212.93",0.11%
-9,21,Coal mining,"$40,369,797,410.22","$43,684,297.66",0.11%
-10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,043,126.45",0.09%
-11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,691,455.52",0.09%
-12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,591,158.74",0.07%
-13,221,Custom roll forming,"$3,403,758,221.65","$2,043,455.55",0.06%
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,570,472.23",0.06%
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,953,337.08",0.05%
-16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,081,835.46",0.05%
-17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$75,552,996.77",0.05%
-18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$13,717,230.67",0.05%
-19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,623,182.69",0.04%
-20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$21,138,649.64",0.04%
-21,23,Iron ore mining,"$4,242,665,589.12","$1,702,642.28",0.04%
-22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$2,010,120.33",0.04%
-23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$3,794,785.53",0.04%
-24,241,Metal heat treating,"$6,751,197,386.48","$2,351,773.54",0.03%
-25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$8,162,863.11",0.03%
-26,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$3,230,376.15",0.03%
-27,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$10,405,720.99",0.03%
-28,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$6,320,378.12",0.03%
-29,239,Machine shops,"$58,418,188,845.25","$17,648,531.22",0.03%
-30,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$11,440,270.84",0.03%
-31,315,Motor and generator manufacturing,"$20,631,390,946.06","$6,170,319.97",0.03%
-32,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,228,969.84",0.03%
-33,235,Metal cans manufacturing,"$27,208,678,262.97","$7,528,738.34",0.03%
-34,229,Plate work manufacturing,"$15,417,788,320.32","$4,170,011.51",0.03%
-35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$69,280,793.07",0.03%
-36,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$1,595,046.50",0.02%
-37,167,Paint and coating manufacturing,"$40,256,103,819.80","$9,653,344.31",0.02%
-38,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,538,666.23",0.02%
-39,220,Nonferrous metal foundries,"$14,956,699,164.90","$3,373,198.19",0.02%
-40,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$14,888,082.48",0.02%
-41,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$3,992,785.33",0.02%
-42,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$3,427,639.03",0.02%
-43,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$11,290,604.37",0.02%
-44,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$969,813.22",0.02%
-45,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$1,561,492.25",0.02%
-46,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$4,554,529.02",0.02%
-47,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$3,184,127.49",0.02%
-48,174,Explosives manufacturing,"$3,336,015,892.42","$591,383.61",0.02%
-49,109,Knit fabric mills,"$1,209,761,149.04","$204,990.96",0.02%
-50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$2,012,192.78",0.02%
-51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,113,393.81",0.02%
-52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$1,863,164.92",0.02%
-53,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$1,108,741.39",0.02%
-54,210,Steel wire drawing,"$6,965,034,108.99","$1,067,194.69",0.02%
-55,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$1,113,272.62",0.02%
-56,199,Other concrete product manufacturing,"$20,872,805,363.99","$3,181,846.78",0.02%
-57,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$65,714,572.48",0.01%
-58,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$2,288,519.40",0.01%
-59,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$27,901,903.99",0.01%
-60,311,Lighting fixture manufacturing,"$13,551,146,025.36","$1,839,767.19",0.01%
-61,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,952,241.31",0.01%
-62,200,Lime manufacturing,"$3,411,426,132.51","$449,671.76",0.01%
-63,201,Gypsum product manufacturing,"$10,849,873,573.69","$1,419,296.37",0.01%
-64,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$3,358,766.03",0.01%
-65,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$2,112,861.83",0.01%
-66,460,Other support services,"$93,493,521,065.46","$11,630,251.14",0.01%
-67,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$1,139,613.27",0.01%
-68,185,Other plastics product manufacturing,"$119,757,914,903.54","$14,419,290.16",0.01%
-69,226,Handtool manufacturing,"$9,269,806,810.85","$1,102,852.13",0.01%
-70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$898,110.76",0.01%
-71,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$3,882,862.06",0.01%
-72,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$170,229.74",0.01%
-73,195,Cement manufacturing,"$16,124,794,202.42","$1,776,273.44",0.01%
-74,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$550,605.70",0.01%
-75,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$1,425,967.17",0.01%
-76,188,Other rubber product manufacturing,"$18,947,852,104.12","$2,023,540.05",0.01%
-77,138,Paperboard mills,"$37,769,326,092.36","$4,020,984.07",0.01%
-78,139,Paperboard container manufacturing,"$102,476,045,826.39","$10,793,413.62",0.01%
-79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$5,802,161.74",0.01%
-80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$727,014.57",0.01%
-81,131,"Other millwork, including flooring","$11,872,958,758.31","$1,180,244.67",0.01%
-82,32,Metal mining services,"$2,048,448,774.82","$197,713.15",0.01%
-83,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$32,928,444.95",0.01%
-84,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,074,639.47",0.01%
-85,152,Industrial gas manufacturing,"$43,958,605,364.15","$4,177,946.75",0.01%
-86,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$820,313.67",0.01%
-87,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$2,722,401.20",0.01%
-88,125,Wood preservation,"$12,385,421,188.04","$1,091,744.21",0.01%
-89,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$1,000,711.06",0.01%
-90,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$810,768.93",0.01%
-91,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$2,528,114.17",0.01%
-92,451,Management of companies and enterprises,"$819,034,418,120.62","$70,229,304.91",0.01%
-93,129,Wood windows and door manufacturing,"$22,029,620,673.99","$1,888,834.97",0.01%
-94,397,Rail transportation,"$92,013,918,170.42","$7,874,590.14",0.01%
-95,124,Sawmills,"$42,023,969,480.44","$3,577,410.27",0.01%
-96,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$4,258,901.75",0.01%
-97,27,Sand and gravel mining,"$15,322,656,295.20","$1,286,767.18",0.01%
-98,24,Gold ore and silver ore mining,"$14,012,282,637.55","$1,169,318.12",0.01%
-99,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$460,236.93",0.01%
-100,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$725,338.30",0.01%
-101,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$838,960.40",0.01%
-102,186,Tire manufacturing,"$25,656,100,926.70","$2,093,182.49",0.01%
-103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$99,191.31",0.01%
-104,230,Metal window and door manufacturing,"$25,916,655,606.62","$2,098,968.23",0.01%
-105,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$13,084,730.70",0.01%
-106,299,Other electronic component manufacturing,"$20,043,941,097.34","$1,598,180.89",0.01%
-107,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$689,695.71",0.01%
-108,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,331,869.01",0.01%
-109,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$6,725,234.91",0.01%
-110,455,Business support services,"$98,531,422,147.59","$7,520,117.39",0.01%
-111,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$1,439,557.19",0.01%
-112,457,Investigation and security services,"$87,760,959,501.87","$6,579,334.06",0.01%
-113,16,Commercial logging,"$9,708,016,677.17","$724,906.24",0.01%
-114,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$1,187,179.91",0.01%
-115,399,Truck transportation,"$517,459,714,328.88","$38,120,510.91",0.01%
-116,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$993,090.71",0.01%
-117,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$3,524,547.86",0.01%
-118,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$3,789,632.40",0.01%
-119,26,Stone mining and quarrying,"$22,604,707,721.04","$1,594,482.21",0.01%
-120,454,Employment services,"$472,021,118,180.87","$33,130,799.04",0.01%
-121,508,Postal service,"$82,216,438,935.22","$5,663,336.82",0.01%
-122,25,Other metal ore mining,"$4,177,930,861.03","$284,667.97",0.01%
-123,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$1,811,233.16",0.01%
-124,191,Flat glass manufacturing,"$5,646,246,245.84","$381,230.22",0.01%
-125,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$176,106.61",0.01%
-126,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$5,529,721.47",0.01%
-127,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$6,868,392.74",0.01%
-128,237,Hardware manufacturing,"$11,360,442,824.27","$748,206.32",0.01%
-129,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$363,395.78",0.01%
-130,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$395,536.95",0.01%
-131,509,Federal electric utilities,"$15,278,393,331.48","$973,049.70",0.01%
-132,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$401,815.14",0.01%
-133,404,Warehousing and storage,"$196,283,203,045.69","$12,456,886.24",0.01%
-134,515,Local government electric utilities,"$63,242,600,402.80","$4,010,997.80",0.01%
-135,512,State government electric utilities,"$2,138,213,300.81","$135,504.92",0.01%
-136,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$1,181,707.24",0.01%
-137,41,Electric power generation - All other,"$598,610,063.76","$37,841.32",0.01%
-138,39,Electric power generation - Geothermal,"$1,089,212,605.47","$68,854.91",0.01%
-139,36,Electric power generation - Nuclear,"$48,600,191,094.94","$3,072,275.86",0.01%
-140,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$704,869.59",0.01%
-141,37,Electric power generation - Solar,"$15,183,687,778.59","$959,841.44",0.01%
-142,38,Electric power generation - Wind,"$31,436,960,621.21","$1,987,297.02",0.01%
-143,40,Electric power generation - Biomass,"$3,248,354,871.06","$205,345.74",0.01%
-144,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$10,116,877.96",0.01%
-145,42,Electric power transmission and distribution,"$454,802,637,163.46","$28,727,804.14",0.01%
-146,403,Couriers and messengers,"$147,389,575,412.04","$9,282,537.03",0.01%
-147,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$616,708.96",0.01%
-148,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$226,233.60",0.01%
-149,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$342,435.02",0.01%
-150,453,Facilities support services,"$38,362,646,138.12","$2,354,486.41",0.01%
-151,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$511,787.48",0.01%
-152,440,Specialized design services,"$61,729,364,047.76","$3,748,087.31",0.01%
-153,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$6,062,589.25",0.01%
-154,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$13,271,375.15",0.01%
-155,231,Sheet metal work manufacturing,"$38,948,717,887.18","$2,182,403.73",0.01%
-156,173,Printing ink manufacturing,"$4,197,932,161.56","$234,806.76",0.01%
-157,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$1,246,147.97",0.01%
-158,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$2,031,166.40",0.01%
-159,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$271,050.55",0.01%
-160,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$18,429,755.31",0.01%
-161,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$855,112.39",0.01%
-162,205,Mineral wool manufacturing,"$10,606,371,397.91","$562,135.95",0.01%
-163,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$908,733.80",0.01%
-164,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$711,823.88",0.01%
-165,168,Adhesive manufacturing,"$19,417,045,098.31","$985,609.57",0.01%
-166,447,"Advertising, public relations, and related services","$221,366,844,538.02","$11,198,190.16",0.01%
-167,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$12,676,933.40",0.01%
-168,116,Other textile product mills,"$5,849,355,190.48","$293,807.79",0.01%
-169,321,Wiring device manufacturing,"$23,088,452,099.69","$1,156,277.70",0.01%
-170,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$190,297.50",0.01%
-171,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$383,070.63",0.00%
-172,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,127,031.35",0.00%
-173,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$28,868,305.27",0.00%
-174,151,Petrochemical manufacturing,"$213,898,809,710.92","$10,526,590.66",0.00%
-175,43,Natural gas distribution,"$112,805,479,068.56","$5,477,353.21",0.00%
-176,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$1,479,834.55",0.00%
-177,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$7,596,112.75",0.00%
-178,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$12,876,932.87",0.00%
-179,137,Paper mills,"$44,700,830,052.02","$2,150,097.99",0.00%
-180,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$13,319,629.30",0.00%
-181,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$4,789,253.10",0.00%
-182,254,Construction machinery manufacturing,"$64,676,876,659.63","$2,986,250.20",0.00%
-183,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$19,132,325.28",0.00%
-184,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$6,000,150.23",0.00%
-185,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$10,514,199.00",0.00%
-186,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$10,193,932.16",0.00%
-187,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$16,706,387.56",0.00%
-188,413,Radio and television broadcasting,"$126,652,960,389.18","$5,725,731.49",0.00%
-189,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$4,251,200.02",0.00%
-190,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,897,345.52",0.00%
-191,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$52,976.08",0.00%
-192,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$360,184.92",0.00%
-193,458,Services to buildings,"$184,887,389,840.19","$8,169,534.93",0.00%
-194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$21,974,296.76",0.00%
-195,448,Photographic services,"$18,611,681,469.69","$820,358.94",0.00%
-196,110,Textile and fabric finishing mills,"$5,488,614,083.97","$241,240.16",0.00%
-197,437,Legal services,"$482,145,097,198.44","$20,979,532.02",0.00%
-198,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$45,320,540.93",0.00%
-199,144,Printing,"$93,711,787,715.49","$4,009,398.35",0.00%
-200,452,Office administrative services,"$100,789,973,631.90","$4,295,474.71",0.00%
-201,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$17,191,342.91",0.00%
-202,418,"Data processing, hosting, and related services","$490,713,862,620.46","$20,779,329.09",0.00%
-203,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$407,826.79",0.00%
-204,161,Fertilizer mixing,"$6,609,942,413.23","$278,908.18",0.00%
-205,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$12,762,545.19",0.00%
-206,406,Periodical publishers,"$28,726,880,599.05","$1,209,227.46",0.00%
-207,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$10,837,493.13",0.00%
-208,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$12,924,789.97",0.00%
-209,481,"Independent artists, writers, and performers","$78,191,306,536.76","$3,260,805.68",0.00%
-210,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$216,808.21",0.00%
-211,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$3,765,960.89",0.00%
-212,405,Newspaper publishers,"$23,494,267,330.25","$972,208.54",0.00%
-213,456,Travel arrangement and reservation services,"$92,038,956,694.17","$3,802,041.15",0.00%
-214,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$1,824,070.73",0.00%
-215,414,Cable and other subscription programming,"$129,841,466,724.49","$5,304,649.34",0.00%
-216,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$4,220,814.78",0.00%
-217,479,Commercial Sports Except Racing,"$62,631,985,438.99","$2,531,949.78",0.00%
-218,478,Performing arts companies,"$40,958,746,144.37","$1,650,495.76",0.00%
-219,145,Support activities for printing,"$3,010,426,339.58","$120,922.75",0.00%
-220,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$17,423,886.25",0.00%
-221,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$160,300.67",0.00%
-222,10,All other crop farming,"$22,224,392,154.07","$870,794.93",0.00%
-223,505,Business and professional associations,"$73,615,227,688.04","$2,881,707.00",0.00%
-224,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$311,679.54",0.00%
-225,495,Car washes,"$35,373,724,638.09","$1,379,571.99",0.00%
-226,44,"Water, sewage and other systems","$20,702,504,339.27","$806,769.11",0.00%
-227,493,All other food and drinking places,"$276,447,241,992.94","$10,767,339.54",0.00%
-228,461,Waste management and remediation services,"$177,999,302,351.73","$6,909,740.84",0.00%
-229,146,Petroleum refineries,"$685,338,713,966.20","$26,569,803.21",0.00%
-230,490,Other accommodations,"$16,436,225,502.96","$636,507.69",0.00%
-231,491,Full-service restaurants,"$600,936,370,418.40","$23,226,732.16",0.00%
-232,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$612,811.87",0.00%
-233,426,"Insurance carriers, except direct life","$763,623,938,208.92","$29,276,213.75",0.00%
-234,510,Other federal government enterprises,"$6,854,090,185.53","$262,449.91",0.00%
-235,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$1,003,264.55",0.00%
-236,63,Wet corn milling,"$38,891,507,770.56","$1,479,310.21",0.00%
-237,513,Other state government enterprises,"$26,495,170,772.45","$1,007,058.38",0.00%
-238,516,Other local government enterprises,"$353,931,726,040.53","$13,440,897.34",0.00%
-239,424,Other financial investment activities,"$568,453,393,226.55","$21,569,170.75",0.00%
-240,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$359,656.56",0.00%
-241,459,Landscape and horticultural services,"$165,786,078,305.71","$6,279,847.57",0.00%
-242,391,Retail - Gasoline stores,"$126,195,524,793.46","$4,763,965.94",0.00%
-243,487,Fitness and recreational sports centers,"$40,757,208,080.88","$1,536,791.06",0.00%
-244,462,Elementary and secondary schools,"$74,365,925,030.62","$2,793,036.23",0.00%
-245,476,Child day care services,"$86,623,931,960.28","$3,248,039.99",0.00%
-246,486,Other amusement and recreation industries,"$73,097,118,023.77","$2,740,468.45",0.00%
-247,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$2,813,392.08",0.00%
-248,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$1,295,576.13",0.00%
-249,507,Private households,"$27,265,934,911.83","$1,018,216.20",0.00%
-250,475,Individual and family services,"$197,385,106,011.81","$7,341,206.51",0.00%
-251,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$4,235,961.48",0.00%
-252,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,931,925.07",0.00%
-253,503,Religious organizations,"$160,924,588,099.97","$5,966,253.28",0.00%
-254,472,Hospitals,"$1,246,642,306,210.30","$46,136,669.27",0.00%
-255,480,Racing and Track Operation,"$2,466,251,193.93","$90,914.82",0.00%
-256,431,Owner-occupied housing,"$2,353,458,000,000.00","$86,329,955.13",0.00%
-257,492,Limited-service restaurants,"$662,772,350,208.32","$24,278,009.79",0.00%
-258,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$938,149.10",0.00%
-259,488,Bowling centers,"$4,651,609,193.39","$169,705.71",0.00%
-260,464,Other educational services,"$150,226,479,511.36","$5,472,386.62",0.00%
-261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$767,937.62",0.00%
-262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$6,761,964.48",0.00%
-263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,925,453.26",0.00%
-264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$3,542,445.79",0.00%
-265,394,Retail - General merchandise stores,"$308,393,207,557.39","$11,139,564.51",0.00%
-266,502,Other personal services,"$133,455,503,992.02","$4,803,382.52",0.00%
-267,499,Personal care services,"$99,129,280,065.60","$3,558,160.17",0.00%
-268,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$896,350.09",0.00%
-269,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,952,290.36",0.00%
-270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$12,138,316.45",0.00%
-271,184,Plastics bottle manufacturing,"$20,649,244,775.09","$733,983.73",0.00%
-272,466,Offices of dentists,"$187,241,521,354.72","$6,632,070.73",0.00%
-273,425,Direct life insurance carriers,"$118,798,771,122.27","$4,203,020.36",0.00%
-274,410,Software publishers,"$481,752,923,538.80","$17,018,908.63",0.00%
-275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$2,185,340.71",0.00%
-276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$3,299,537.38",0.00%
-277,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$4,577,147.97",0.00%
-278,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$2,608,611.23",0.00%
-279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$1,456,398.18",0.00%
-280,465,Offices of physicians,"$710,425,690,758.33","$24,974,748.10",0.00%
-281,443,"Other computer related services, including facilities management","$72,014,303,860.80","$2,524,834.24",0.00%
-282,467,Offices of other health practitioners,"$173,037,357,927.83","$6,066,111.08",0.00%
-283,396,Air transportation,"$328,394,890,891.02","$11,512,031.46",0.00%
-284,102,Wineries,"$27,858,635,866.29","$974,978.61",0.00%
-285,390,Retail - Health and personal care stores,"$203,751,544,401.25","$7,123,400.84",0.00%
-286,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$6,945,377.19",0.00%
-287,506,Labor and civic organizations,"$81,538,720,493.49","$2,845,995.44",0.00%
-288,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$8,675,212.18",0.00%
-289,468,Outpatient care centers,"$254,994,924,915.48","$8,810,445.24",0.00%
-290,143,All other converted paper product manufacturing,"$7,484,025,289.68","$258,179.56",0.00%
-291,470,Home health care services,"$148,884,219,821.65","$5,135,837.82",0.00%
-292,445,Environmental and other technical consulting services,"$89,248,872,652.10","$3,066,044.97",0.00%
-293,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$755,901.51",0.00%
-294,58,Dog and cat food manufacturing,"$42,027,131,811.09","$1,432,277.62",0.00%
-295,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$145,978.09",0.00%
-296,65,Fats and oils refining and blending,"$27,186,577,576.39","$926,227.10",0.00%
-297,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$3,470,434.48",0.00%
-298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$549,932.10",0.00%
-299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$1,342,543.40",0.00%
-300,401,Pipeline transportation,"$77,957,430,742.25","$2,642,209.00",0.00%
-301,484,Amusement parks and arcades,"$27,154,350,236.67","$919,714.09",0.00%
-302,292,Other communications equipment manufacturing,"$8,476,374,888.63","$284,356.70",0.00%
-303,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$436,232.28",0.00%
-304,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,082,479.02",0.00%
-305,64,Soybean and other oilseed processing,"$76,308,728,857.11","$2,538,470.84",0.00%
-306,93,Other snack food manufacturing,"$38,904,968,131.82","$1,292,737.12",0.00%
-307,514,Local government passenger transit,"$14,082,847,680.82","$467,465.53",0.00%
-308,511,State government passenger transit,"$1,585,108,785.26","$52,616.04",0.00%
-309,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$124,572.49",0.00%
-310,101,Breweries,"$37,340,990,790.38","$1,236,680.29",0.00%
-311,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$8,816,966.39",0.00%
-312,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$2,671,877.28",0.00%
-313,103,Distilleries,"$24,706,251,736.01","$810,150.58",0.00%
-314,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$2,839,791.24",0.00%
-315,108,Nonwoven fabric mills,"$8,073,560,162.60","$263,645.24",0.00%
-316,398,Water transportation,"$76,976,695,291.27","$2,498,460.24",0.00%
-317,171,Surface active agent manufacturing,"$7,929,977,473.13","$255,468.21",0.00%
-318,91,Tortilla manufacturing,"$6,637,815,191.50","$213,611.97",0.00%
-319,100,Manufactured ice,"$1,531,542,683.93","$48,977.82",0.00%
-320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$5,432,025.32",0.00%
-321,73,Frozen specialties manufacturing,"$29,906,861,739.21","$955,564.77",0.00%
-322,449,Veterinary services,"$71,596,357,121.77","$2,285,472.43",0.00%
-323,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$8,954,018.44",0.00%
-324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$432,241.77",0.00%
-325,67,Beet sugar manufacturing,"$4,964,816,518.93","$157,885.48",0.00%
-326,444,Management consulting services,"$314,984,356,065.88","$10,011,702.09",0.00%
-327,193,Glass container manufacturing,"$6,929,253,311.43","$220,027.20",0.00%
-328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$632,806.46",0.00%
-329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$2,434,287.86",0.00%
-330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$421,909.13",0.00%
-331,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$184,827.55",0.00%
-332,111,Fabric coating mills,"$2,941,340,275.34","$92,519.13",0.00%
-333,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$461,003.63",0.00%
-334,3,Vegetable and melon farming,"$30,885,272,746.48","$970,918.68",0.00%
-335,363,Dental laboratories,"$6,071,164,155.13","$190,756.64",0.00%
-336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$445,972.67",0.00%
-337,60,Flour milling,"$24,410,235,377.89","$764,761.06",0.00%
-338,106,Broadwoven fabric mills,"$6,004,476,568.14","$187,947.46",0.00%
-339,429,Other real estate,"$2,063,772,881,991.79","$64,524,065.43",0.00%
-340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$163,583.32",0.00%
-341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$418,960.72",0.00%
-342,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$888,446.07",0.00%
-343,62,Malt manufacturing,"$1,609,185,168.11","$49,869.96",0.00%
-344,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$521,227.89",0.00%
-345,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$214,528.49",0.00%
-346,409,Greeting card publishing,"$620,260,994.43","$19,006.03",0.00%
-347,68,Sugar cane mills and refining,"$9,295,080,877.39","$283,957.44",0.00%
-348,415,Wired telecommunications carriers,"$312,303,330,075.70","$9,506,480.79",0.00%
-349,83,Poultry processing,"$105,186,301,944.41","$3,198,094.06",0.00%
-350,328,Motor home manufacturing,"$8,213,805,405.62","$249,523.30",0.00%
-351,434,Video tape and disc rental,"$2,056,888,651.68","$62,346.26",0.00%
-352,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$195,716.33",0.00%
-353,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$944,310.49",0.00%
-354,59,Other animal food manufacturing,"$65,579,824,303.67","$1,974,902.52",0.00%
-355,98,All other food manufacturing,"$57,495,650,042.31","$1,716,500.00",0.00%
-356,18,Commercial hunting and trapping,"$1,457,086,312.35","$43,420.22",0.00%
-357,500,Death care services,"$21,907,750,073.48","$652,076.69",0.00%
-358,113,Curtain and linen mills,"$2,979,017,369.60","$88,637.98",0.00%
-359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$215,384.19",0.00%
-360,77,Cheese manufacturing,"$78,758,678,813.71","$2,335,145.62",0.00%
-361,412,Sound recording industries,"$31,525,668,537.03","$932,958.99",0.00%
-362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$693,327.13",0.00%
-363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$51,900.19",0.00%
-364,117,Apparel knitting mills,"$1,078,135,943.04","$31,805.35",0.00%
-365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$1,350,193.65",0.00%
-366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$7,398,114.05",0.00%
-367,13,Poultry and egg production,"$78,014,200,034.51","$2,290,273.17",0.00%
-368,97,Spice and extract manufacturing,"$19,373,537,300.45","$568,554.79",0.00%
-369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$610,754.21",0.00%
-370,12,Dairy cattle and milk production,"$55,960,191,839.82","$1,617,111.48",0.00%
-371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$242,440.54",0.00%
-372,4,Fruit farming,"$27,048,229,916.23","$771,571.18",0.00%
-373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$374,841.15",0.00%
-374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$75,597.69",0.00%
-375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$427,656.55",0.00%
-376,473,Nursing and community care facilities,"$259,557,368,469.24","$7,328,760.25",0.00%
-377,79,Fluid milk manufacturing,"$58,670,165,867.62","$1,651,762.07",0.00%
-378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$111,838.00",0.00%
-379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$213,971.62",0.00%
-380,122,Footwear manufacturing,"$3,007,443,476.76","$84,039.51",0.00%
-381,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$72,423.03",0.00%
-382,344,Boat building,"$16,575,494,394.55","$462,516.30",0.00%
-383,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$197,503.14",0.00%
-384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$1,117,221.92",0.00%
-385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$520,572.80",0.00%
-386,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$126,396.64",0.00%
-387,75,Canned specialties,"$12,228,701,977.18","$338,581.87",0.00%
-388,407,Book publishers,"$38,981,960,284.47","$1,068,705.19",0.00%
-389,80,Creamery butter manufacturing,"$9,920,387,946.25","$271,444.03",0.00%
-390,114,Textile bag and canvas mills,"$5,249,055,341.28","$142,270.63",0.00%
-391,298,Electronic connector manufacturing,"$10,285,711,165.08","$278,107.21",0.00%
-392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$160,901.62",0.00%
-393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$1,030,640.79",0.00%
-394,85,Meat processed from carcasses,"$97,119,832,558.67","$2,609,677.41",0.00%
-395,104,Tobacco manufacturing,"$54,449,721,766.50","$1,461,081.55",0.00%
-396,2,Grain farming,"$92,515,635,807.06","$2,479,911.58",0.00%
-397,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$286,659.75",0.00%
-398,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$441,477.40",0.00%
-399,430,Tenant-occupied housing,"$685,796,968,030.48","$18,175,395.21",0.00%
-400,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$200,257.59",0.00%
-401,20,Oil and gas extraction,"$440,054,943,164.76","$11,597,363.99",0.00%
-402,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$315,168.34",0.00%
-403,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$804,486.45",0.00%
-404,357,Mattress manufacturing,"$9,419,270,908.18","$246,129.92",0.00%
-405,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$3,250,825.43",0.00%
-406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$3,165,698.59",0.00%
-407,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$373,211.17",0.00%
-408,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$404,255.75",0.00%
-409,411,Motion picture and video industries,"$175,387,116,345.71","$4,415,424.55",0.00%
-410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$467,226.17",0.00%
-411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$284,435.42",0.00%
-412,61,Rice milling,"$4,898,466,736.87","$118,734.02",0.00%
-413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$178,810.00",0.00%
-414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$502,475.41",0.00%
-415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$78,029.94",0.00%
-416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$873,314.81",0.00%
-417,318,Battery manufacturing,"$39,581,382,532.18","$922,757.29",0.00%
-418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$351,945.62",0.00%
-419,141,Stationery product manufacturing,"$6,277,104,685.19","$142,725.34",0.00%
-420,439,"Architectural, engineering, and related services","$491,156,469,463.54","$11,075,621.88",0.00%
-421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$592,831.97",0.00%
-422,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$689,919.42",0.00%
-423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$61,260.38",0.00%
-424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$50,682.94",0.00%
-425,1,Oilseed farming,"$49,937,187,262.22","$1,056,925.64",0.00%
-426,17,Commercial fishing,"$6,396,190,709.37","$133,108.76",0.00%
-427,136,Pulp mills,"$4,388,558,617.42","$90,923.78",0.00%
-428,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$1,155,874.80",0.00%
-429,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$754,094.04",0.00%
-430,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$1,074,751.95",0.00%
-431,441,Custom computer programming services,"$369,576,048,122.11","$7,401,311.50",0.00%
-432,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$220,708.59",0.00%
-433,373,Burial casket manufacturing,"$823,043,789.50","$15,937.93",0.00%
-434,442,Computer systems design services,"$372,342,526,925.07","$7,062,666.98",0.00%
-435,358,Blind and shade manufacturing,"$2,260,551,655.48","$42,666.77",0.00%
-436,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$389,551.52",0.00%
-437,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$22,650.82",0.00%
-438,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$230,773.94",0.00%
-439,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$414,074.10",0.00%
-440,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$309,121.34",0.00%
-441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$141,865.87",0.00%
-442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$23,773.96",0.00%
-443,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$180,651.39",0.00%
-444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$713,796.16",0.00%
-445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$228,320.37",0.00%
-446,313,Major household appliance manufacturing,"$31,013,443,561.11","$473,281.99",0.00%
-447,5,Tree nut farming,"$10,840,952,356.98","$163,586.37",0.00%
-448,265,Industrial mold manufacturing,"$7,530,247,856.23","$110,833.04",0.00%
-449,112,Carpet and rug mills,"$11,693,395,459.88","$169,833.04",0.00%
-450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$208,363.21",0.00%
-451,287,Electronic computer manufacturing,"$59,399,365,371.42","$804,420.43",0.00%
-452,8,Cotton farming,"$5,875,423,327.42","$76,044.55",0.00%
-453,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$69,546.23",0.00%
-454,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$51,481.97",0.00%
-455,368,Sign manufacturing,"$16,164,025,409.21","$194,528.94",0.00%
-456,353,Wood office furniture manufacturing,"$4,581,758,413.14","$53,662.72",0.00%
-457,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$104,019.83",0.00%
-458,370,Musical instrument manufacturing,"$2,442,378,807.18","$28,283.90",0.00%
-459,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$75,660.97",0.00%
-460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$424,891.26",0.00%
-461,268,Machine tool manufacturing,"$14,689,449,094.47","$164,848.91",0.00%
-462,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$164,629.11",0.00%
-463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$167,155.75",0.00%
-464,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$35,224.16",0.00%
-465,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$67,365.13",0.00%
-466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$124,305.21",0.00%
-467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$329,972.58",0.00%
-468,446,Scientific research and development services,"$1,205,188,770,353.59","$9,064,853.17",0.00%
-469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$48,685.91",0.00%
-470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$137,642.33",0.00%
-471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$49,145.12",0.00%
-472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$62,555.22",0.00%
-473,7,Tobacco farming,"$938,019,405.97","$5,847.40",0.00%
-474,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$339,788.85",0.00%
-475,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$61,124.57",0.00%
-476,288,Computer storage device manufacturing,"$9,130,764,626.37","$50,319.86",0.00%
-477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$138,409.66",0.00%
-478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$2,571,084.38",0.00%
-479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$120,324.58",0.00%
-480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$22,256.86",0.00%
-481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$21,663.29",0.00%
-482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$37,221.22",0.00%
-483,258,Food product machinery manufacturing,"$8,325,550,800.97","$27,893.99",0.00%
-484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$130,553.06",0.00%
-485,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$101,321.15",0.00%
-486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$56,331.72",0.00%
-487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$82,837.28",0.00%
-488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$43,210.03",0.00%
-489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$147,089.04",0.00%
-490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$77,311.83",0.00%
-491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$30,751.03",0.00%
-492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$9,952.54",0.00%
-493,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$73,759.57",0.00%
-494,343,Ship building and repairing,"$36,749,502,389.40","$72,484.43",0.00%
-495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$75,508.69",0.00%
-496,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$30,097.48",0.00%
-497,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$8,988.56",0.00%
-498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$14,675.95",0.00%
-499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$20,197.62",0.00%
-500,337,Aircraft manufacturing,"$153,008,468,478.69","$135,254.85",0.00%
-501,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$50,230.77",0.00%
-502,31,Support activities for oil and gas operations,"$91,409,573,478.95","$64,064.05",0.00%
-503,33,Other nonmetallic minerals services,"$3,066,411,048.87","$2,029.99",0.00%
-504,327,Truck trailer manufacturing,"$18,669,883,339.14","$7,093.91",0.00%
-505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$4,008.09",0.00%
-506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$2,637.26",0.00%
-507,30,Drilling oil and gas wells,"$11,827,333,275.53",$450.57,0.00%
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,775,890.46",11.27%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,670,026.45",3.61%
+3,21,Coal mining,"$40,369,797,410.22","$124,407,386.22",0.31%
+4,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,414,487.23",0.29%
+5,224,Nonferrous forging,"$5,015,019,698.50","$11,862,994.66",0.24%
+6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,959,036.37",0.23%
+7,223,Iron and steel forging,"$12,167,051,489.94","$24,868,044.93",0.20%
+8,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00",0.19%
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,567,516.63",0.11%
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,089,789.21",0.09%
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,694,971.23",0.09%
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,595,076.84",0.07%
+13,221,Custom roll forming,"$3,403,758,221.65","$2,049,911.82",0.06%
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,576,366.20",0.06%
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,963,936.29",0.05%
+16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$12,123,456.88",0.05%
+17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$75,837,298.44",0.05%
+18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$13,765,766.83",0.05%
+19,174,Explosives manufacturing,"$3,336,015,892.42","$1,505,292.80",0.05%
+20,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,630,511.03",0.04%
+21,273,Other engine equipment manufacturing,"$48,785,187,978.27","$21,171,147.74",0.04%
+22,23,Iron ore mining,"$4,242,665,589.12","$1,709,643.94",0.04%
+23,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$2,013,241.76",0.04%
+24,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$3,829,028.17",0.04%
+25,241,Metal heat treating,"$6,751,197,386.48","$2,372,556.75",0.04%
+26,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$8,234,935.90",0.03%
+27,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$3,239,197.05",0.03%
+28,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$10,435,001.33",0.03%
+29,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$6,326,469.45",0.03%
+30,239,Machine shops,"$58,418,188,845.25","$17,781,891.34",0.03%
+31,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$11,466,106.67",0.03%
+32,315,Motor and generator manufacturing,"$20,631,390,946.06","$6,175,595.89",0.03%
+33,198,Concrete pipe manufacturing,"$4,124,714,176.94","$1,232,851.51",0.03%
+34,235,Metal cans manufacturing,"$27,208,678,262.97","$7,559,955.59",0.03%
+35,229,Plate work manufacturing,"$15,417,788,320.32","$4,198,248.08",0.03%
+36,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$72,033,858.93",0.03%
+37,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$1,296,539.12",0.03%
+38,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$1,604,858.63",0.02%
+39,167,Paint and coating manufacturing,"$40,256,103,819.80","$9,696,105.55",0.02%
+40,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$3,550,842.92",0.02%
+41,220,Nonferrous metal foundries,"$14,956,699,164.90","$3,395,034.69",0.02%
+42,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$14,889,556.93",0.02%
+43,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$3,999,575.68",0.02%
+44,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$3,454,419.69",0.02%
+45,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$11,356,055.44",0.02%
+46,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$1,571,185.85",0.02%
+47,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$4,577,020.79",0.02%
+48,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$3,200,884.16",0.02%
+49,109,Knit fabric mills,"$1,209,761,149.04","$210,935.35",0.02%
+50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$2,052,535.43",0.02%
+51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$1,119,432.43",0.02%
+52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$1,873,198.49",0.02%
+53,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$1,116,604.25",0.02%
+54,210,Steel wire drawing,"$6,965,034,108.99","$1,088,267.72",0.02%
+55,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$1,120,728.73",0.02%
+56,199,Other concrete product manufacturing,"$20,872,805,363.99","$3,199,049.48",0.02%
+57,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$66,792,249.31",0.01%
+58,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$2,299,739.07",0.01%
+59,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$3,655,729.31",0.01%
+60,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$28,148,393.30",0.01%
+61,311,Lighting fixture manufacturing,"$13,551,146,025.36","$1,859,583.21",0.01%
+62,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,976,426.62",0.01%
+63,200,Lime manufacturing,"$3,411,426,132.51","$460,253.93",0.01%
+64,201,Gypsum product manufacturing,"$10,849,873,573.69","$1,434,645.53",0.01%
+65,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$2,132,823.83",0.01%
+66,460,Other support services,"$93,493,521,065.46","$11,811,993.42",0.01%
+67,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$1,150,042.69",0.01%
+68,185,Other plastics product manufacturing,"$119,757,914,903.54","$14,644,469.88",0.01%
+69,226,Handtool manufacturing,"$9,269,806,810.85","$1,119,047.63",0.01%
+70,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$183,667.40",0.01%
+71,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$926,886.04",0.01%
+72,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$3,963,954.29",0.01%
+73,195,Cement manufacturing,"$16,124,794,202.42","$1,806,853.51",0.01%
+74,188,Other rubber product manufacturing,"$18,947,852,104.12","$2,122,413.38",0.01%
+75,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$557,406.86",0.01%
+76,138,Paperboard mills,"$37,769,326,092.36","$4,086,197.61",0.01%
+77,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$1,442,961.85",0.01%
+78,139,Paperboard container manufacturing,"$102,476,045,826.39","$10,978,967.08",0.01%
+79,397,Rail transportation,"$92,013,918,170.42","$9,449,238.19",0.01%
+80,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$5,915,780.30",0.01%
+81,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$735,811.95",0.01%
+82,131,"Other millwork, including flooring","$11,872,958,758.31","$1,193,590.38",0.01%
+83,152,Industrial gas manufacturing,"$43,958,605,364.15","$4,343,228.64",0.01%
+84,32,Metal mining services,"$2,048,448,774.82","$199,431.38",0.01%
+85,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$33,342,264.43",0.01%
+86,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$1,080,187.29",0.01%
+87,451,Management of companies and enterprises,"$819,034,418,120.62","$75,505,635.04",0.01%
+88,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$832,559.67",0.01%
+89,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$14,886,077.61",0.01%
+90,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$2,756,449.64",0.01%
+91,125,Wood preservation,"$12,385,421,188.04","$1,116,702.22",0.01%
+92,186,Tire manufacturing,"$25,656,100,926.70","$2,268,009.30",0.01%
+93,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$1,009,524.06",0.01%
+94,26,Stone mining and quarrying,"$22,604,707,721.04","$1,997,744.01",0.01%
+95,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$822,542.34",0.01%
+96,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$2,565,240.26",0.01%
+97,124,Sawmills,"$42,023,969,480.44","$3,654,780.23",0.01%
+98,129,Wood windows and door manufacturing,"$22,029,620,673.99","$1,913,491.58",0.01%
+99,27,Sand and gravel mining,"$15,322,656,295.20","$1,314,307.10",0.01%
+100,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$104,587.67",0.01%
+101,24,Gold ore and silver ore mining,"$14,012,282,637.55","$1,193,868.60",0.01%
+102,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$4,309,077.43",0.01%
+103,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$748,258.65",0.01%
+104,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$470,395.94",0.01%
+105,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$845,123.36",0.01%
+106,230,Metal window and door manufacturing,"$25,916,655,606.62","$2,124,637.93",0.01%
+107,16,Commercial logging,"$9,708,016,677.17","$784,733.94",0.01%
+108,299,Other electronic component manufacturing,"$20,043,941,097.34","$1,617,019.26",0.01%
+109,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$6,899,692.07",0.01%
+110,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$699,125.43",0.01%
+111,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,334,844.53",0.01%
+112,455,Business support services,"$98,531,422,147.59","$7,773,579.18",0.01%
+113,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,743,216.81",0.01%
+114,457,Investigation and security services,"$87,760,959,501.87","$6,731,577.64",0.01%
+115,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$3,768,608.11",0.01%
+116,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$1,453,549.50",0.01%
+117,399,Truck transportation,"$517,459,714,328.88","$39,301,203.91",0.01%
+118,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$1,198,545.53",0.01%
+119,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$1,003,232.50",0.01%
+120,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$3,874,153.20",0.01%
+121,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$1,352,491.56",0.01%
+122,454,Employment services,"$472,021,118,180.87","$33,956,132.76",0.01%
+123,508,Postal service,"$82,216,438,935.22","$5,837,256.13",0.01%
+124,25,Other metal ore mining,"$4,177,930,861.03","$295,084.79",0.01%
+125,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$383,938.63",0.01%
+126,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$5,683,106.14",0.01%
+127,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$578,731.15",0.01%
+128,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$1,834,538.44",0.01%
+129,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$178,834.56",0.01%
+130,237,Hardware manufacturing,"$11,360,442,824.27","$776,736.89",0.01%
+131,191,Flat glass manufacturing,"$5,646,246,245.84","$383,960.77",0.01%
+132,509,Federal electric utilities,"$15,278,393,331.48","$1,038,613.03",0.01%
+133,515,Local government electric utilities,"$63,242,600,402.80","$4,280,977.43",0.01%
+134,512,State government electric utilities,"$2,138,213,300.81","$144,617.15",0.01%
+135,41,Electric power generation - All other,"$598,610,063.76","$40,371.37",0.01%
+136,39,Electric power generation - Geothermal,"$1,089,212,605.47","$73,458.51",0.01%
+137,38,Electric power generation - Wind,"$31,436,960,621.21","$2,120,166.75",0.01%
+138,36,Electric power generation - Nuclear,"$48,600,191,094.94","$3,277,686.74",0.01%
+139,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$751,996.83",0.01%
+140,37,Electric power generation - Solar,"$15,183,687,778.59","$1,024,015.98",0.01%
+141,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$10,793,287.55",0.01%
+142,40,Electric power generation - Biomass,"$3,248,354,871.06","$219,075.06",0.01%
+143,42,Electric power transmission and distribution,"$454,802,637,163.46","$30,646,638.44",0.01%
+144,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$7,002,055.71",0.01%
+145,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$406,452.44",0.01%
+146,404,Warehousing and storage,"$196,283,203,045.69","$12,865,671.39",0.01%
+147,403,Couriers and messengers,"$147,389,575,412.04","$9,618,901.02",0.01%
+148,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$407,013.94",0.01%
+149,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$629,370.62",0.01%
+150,440,Specialized design services,"$61,729,364,047.76","$3,855,954.19",0.01%
+151,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$228,355.51",0.01%
+152,453,Facilities support services,"$38,362,646,138.12","$2,386,364.27",0.01%
+153,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$343,978.46",0.01%
+154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$6,334,842.39",0.01%
+155,161,Fertilizer mixing,"$6,609,942,413.23","$397,789.17",0.01%
+156,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$580,469.16",0.01%
+157,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$13,590,596.82",0.01%
+158,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$290,041.69",0.01%
+159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$19,386,657.81",0.01%
+160,173,Printing ink manufacturing,"$4,197,932,161.56","$241,534.93",0.01%
+161,231,Sheet metal work manufacturing,"$38,948,717,887.18","$2,211,130.82",0.01%
+162,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$1,273,907.51",0.01%
+163,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$2,079,388.67",0.01%
+164,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$15,004,457.30",0.01%
+165,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$877,173.26",0.01%
+166,205,Mineral wool manufacturing,"$10,606,371,397.91","$566,531.17",0.01%
+167,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$933,852.21",0.01%
+168,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$13,322,808.13",0.01%
+169,447,"Advertising, public relations, and related services","$221,366,844,538.02","$11,591,414.79",0.01%
+170,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$727,762.03",0.01%
+171,116,Other textile product mills,"$5,849,355,190.48","$304,532.09",0.01%
+172,168,Adhesive manufacturing,"$19,417,045,098.31","$1,005,683.35",0.01%
+173,151,Petrochemical manufacturing,"$213,898,809,710.92","$11,028,529.28",0.01%
+174,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$30,089,511.63",0.01%
+175,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$393,644.30",0.01%
+176,321,Wiring device manufacturing,"$23,088,452,099.69","$1,173,894.15",0.01%
+177,43,Natural gas distribution,"$112,805,479,068.56","$5,708,978.85",0.01%
+178,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$1,544,677.04",0.01%
+179,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$7,963,158.18",0.01%
+180,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$191,873.72",0.01%
+181,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$11,581,408.11",0.01%
+182,137,Paper mills,"$44,700,830,052.02","$2,231,043.86",0.00%
+183,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$4,989,714.43",0.00%
+184,254,Construction machinery manufacturing,"$64,676,876,659.63","$3,171,469.42",0.00%
+185,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$13,673,864.42",0.00%
+186,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$19,830,890.62",0.00%
+187,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$10,665,820.23",0.00%
+188,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$17,579,789.69",0.00%
+189,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$6,238,750.83",0.00%
+190,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$4,499,578.69",0.00%
+191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$2,006,978.19",0.00%
+192,458,Services to buildings,"$184,887,389,840.19","$8,687,287.80",0.00%
+193,413,Radio and television broadcasting,"$126,652,960,389.18","$5,931,550.28",0.00%
+194,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$18,822,506.97",0.00%
+195,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$23,069,094.24",0.00%
+196,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$370,469.12",0.00%
+197,448,Photographic services,"$18,611,681,469.69","$851,177.29",0.00%
+198,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$54,011.73",0.00%
+199,437,Legal services,"$482,145,097,198.44","$22,019,827.26",0.00%
+200,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$47,729,809.10",0.00%
+201,110,Textile and fabric finishing mills,"$5,488,614,083.97","$248,285.23",0.00%
+202,452,Office administrative services,"$100,789,973,631.90","$4,484,611.48",0.00%
+203,144,Printing,"$93,711,787,715.49","$4,157,275.74",0.00%
+204,456,Travel arrangement and reservation services,"$92,038,956,694.17","$4,039,448.06",0.00%
+205,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$13,247,211.74",0.00%
+206,418,"Data processing, hosting, and related services","$490,713,862,620.46","$21,433,183.59",0.00%
+207,406,Periodical publishers,"$28,726,880,599.05","$1,253,695.27",0.00%
+208,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$11,238,279.89",0.00%
+209,481,"Independent artists, writers, and performers","$78,191,306,536.76","$3,386,594.87",0.00%
+210,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$13,382,214.63",0.00%
+211,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$223,452.41",0.00%
+212,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$3,903,319.74",0.00%
+213,424,Other financial investment activities,"$568,453,393,226.55","$24,394,406.61",0.00%
+214,405,Newspaper publishers,"$23,494,267,330.25","$1,007,834.32",0.00%
+215,146,Petroleum refineries,"$685,338,713,966.20","$29,111,896.46",0.00%
+216,414,Cable and other subscription programming,"$129,841,466,724.49","$5,497,428.79",0.00%
+217,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$1,879,730.19",0.00%
+218,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$4,396,016.92",0.00%
+219,145,Support activities for printing,"$3,010,426,339.58","$126,423.96",0.00%
+220,478,Performing arts companies,"$40,958,746,144.37","$1,718,793.13",0.00%
+221,479,Commercial Sports Except Racing,"$62,631,985,438.99","$2,627,143.82",0.00%
+222,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$18,130,322.50",0.00%
+223,505,Business and professional associations,"$73,615,227,688.04","$3,026,434.26",0.00%
+224,10,All other crop farming,"$22,224,392,154.07","$910,390.92",0.00%
+225,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$324,831.61",0.00%
+226,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$162,895.45",0.00%
+227,461,Waste management and remediation services,"$177,999,302,351.73","$7,205,615.28",0.00%
+228,493,All other food and drinking places,"$276,447,241,992.94","$11,189,664.04",0.00%
+229,495,Car washes,"$35,373,724,638.09","$1,430,159.21",0.00%
+230,510,Other federal government enterprises,"$6,854,090,185.53","$276,816.21",0.00%
+231,44,"Water, sewage and other systems","$20,702,504,339.27","$834,403.71",0.00%
+232,490,Other accommodations,"$16,436,225,502.96","$660,788.27",0.00%
+233,491,Full-service restaurants,"$600,936,370,418.40","$24,139,863.94",0.00%
+234,459,Landscape and horticultural services,"$165,786,078,305.71","$6,639,537.58",0.00%
+235,426,"Insurance carriers, except direct life","$763,623,938,208.92","$30,464,055.06",0.00%
+236,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$517,349.56",0.00%
+237,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$1,041,194.30",0.00%
+238,513,Other state government enterprises,"$26,495,170,772.45","$1,044,092.08",0.00%
+239,516,Other local government enterprises,"$353,931,726,040.53","$13,932,940.15",0.00%
+240,63,Wet corn milling,"$38,891,507,770.56","$1,529,720.04",0.00%
+241,391,Retail - Gasoline stores,"$126,195,524,793.46","$4,959,418.65",0.00%
+242,487,Fitness and recreational sports centers,"$40,757,208,080.88","$1,595,600.34",0.00%
+243,462,Elementary and secondary schools,"$74,365,925,030.62","$2,901,348.21",0.00%
+244,486,Other amusement and recreation industries,"$73,097,118,023.77","$2,848,796.63",0.00%
+245,476,Child day care services,"$86,623,931,960.28","$3,373,773.40",0.00%
+246,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$2,922,348.64",0.00%
+247,507,Private households,"$27,265,934,911.83","$1,057,710.08",0.00%
+248,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$617,186.34",0.00%
+249,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$2,015,664.08",0.00%
+250,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$1,341,285.63",0.00%
+251,475,Individual and family services,"$197,385,106,011.81","$7,625,518.71",0.00%
+252,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$4,400,049.08",0.00%
+253,503,Religious organizations,"$160,924,588,099.97","$6,197,261.13",0.00%
+254,472,Hospitals,"$1,246,642,306,210.30","$47,918,269.66",0.00%
+255,480,Racing and Track Operation,"$2,466,251,193.93","$94,434.96",0.00%
+256,431,Owner-occupied housing,"$2,353,458,000,000.00","$89,667,814.19",0.00%
+257,492,Limited-service restaurants,"$662,772,350,208.32","$25,209,873.10",0.00%
+258,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$360,487.86",0.00%
+259,488,Bowling centers,"$4,651,609,193.39","$176,283.56",0.00%
+260,464,Other educational services,"$150,226,479,511.36","$5,684,602.55",0.00%
+261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$797,621.70",0.00%
+262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$7,023,639.87",0.00%
+263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,999,598.50",0.00%
+264,394,Retail - General merchandise stores,"$308,393,207,557.39","$11,577,994.15",0.00%
+265,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$3,678,846.97",0.00%
+266,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$964,091.37",0.00%
+267,502,Other personal services,"$133,455,503,992.02","$4,989,842.34",0.00%
+268,499,Personal care services,"$99,129,280,065.60","$3,695,591.03",0.00%
+269,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$930,700.04",0.00%
+270,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$2,022,876.72",0.00%
+271,401,Pipeline transportation,"$77,957,430,742.25","$2,892,543.25",0.00%
+272,389,Retail - Food and beverage stores,"$340,025,954,447.09","$12,613,137.84",0.00%
+273,184,Plastics bottle manufacturing,"$20,649,244,775.09","$760,753.86",0.00%
+274,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$2,277,409.61",0.00%
+275,466,Offices of dentists,"$187,241,521,354.72","$6,887,873.93",0.00%
+276,425,Direct life insurance carriers,"$118,798,771,122.27","$4,365,966.53",0.00%
+277,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$3,437,233.00",0.00%
+278,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$4,765,421.62",0.00%
+279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$1,515,926.16",0.00%
+280,410,Software publishers,"$481,752,923,538.80","$17,629,241.92",0.00%
+281,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$2,709,479.58",0.00%
+282,465,Offices of physicians,"$710,425,690,758.33","$25,939,025.39",0.00%
+283,396,Air transportation,"$328,394,890,891.02","$11,972,997.26",0.00%
+284,467,Offices of other health practitioners,"$173,037,357,927.83","$6,300,614.29",0.00%
+285,102,Wineries,"$27,858,635,866.29","$1,012,835.88",0.00%
+286,445,Environmental and other technical consulting services,"$89,248,872,652.10","$3,244,641.98",0.00%
+287,390,Retail - Health and personal care stores,"$203,751,544,401.25","$7,406,325.38",0.00%
+288,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$7,220,197.91",0.00%
+289,443,"Other computer related services, including facilities management","$72,014,303,860.80","$2,612,721.74",0.00%
+290,506,Labor and civic organizations,"$81,538,720,493.49","$2,955,963.50",0.00%
+291,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$9,011,420.52",0.00%
+292,468,Outpatient care centers,"$254,994,924,915.48","$9,150,798.31",0.00%
+293,470,Home health care services,"$148,884,219,821.65","$5,334,106.22",0.00%
+294,143,All other converted paper product manufacturing,"$7,484,025,289.68","$266,706.94",0.00%
+295,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$786,185.58",0.00%
+296,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$573,744.01",0.00%
+297,65,Fats and oils refining and blending,"$27,186,577,576.39","$962,363.39",0.00%
+298,58,Dog and cat food manufacturing,"$42,027,131,811.09","$1,487,541.97",0.00%
+299,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$3,603,894.89",0.00%
+300,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$1,396,156.56",0.00%
+301,484,Amusement parks and arcades,"$27,154,350,236.67","$955,733.92",0.00%
+302,398,Water transportation,"$76,976,695,291.27","$2,705,973.26",0.00%
+303,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$150,268.60",0.00%
+304,292,Other communications equipment manufacturing,"$8,476,374,888.63","$293,728.14",0.00%
+305,514,Local government passenger transit,"$14,082,847,680.82","$486,801.62",0.00%
+306,511,State government passenger transit,"$1,585,108,785.26","$54,792.44",0.00%
+307,93,Other snack food manufacturing,"$38,904,968,131.82","$1,342,689.73",0.00%
+308,64,Soybean and other oilseed processing,"$76,308,728,857.11","$2,631,052.73",0.00%
+309,101,Breweries,"$37,340,990,790.38","$1,284,434.36",0.00%
+310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$9,148,713.32",0.00%
+311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$2,774,981.08",0.00%
+312,103,Distilleries,"$24,706,251,736.01","$841,648.72",0.00%
+313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$2,948,990.97",0.00%
+314,108,Nonwoven fabric mills,"$8,073,560,162.60","$274,114.20",0.00%
+315,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$126,980.36",0.00%
+316,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$1,085,821.63",0.00%
+317,91,Tortilla manufacturing,"$6,637,815,191.50","$221,857.73",0.00%
+318,444,Management consulting services,"$314,984,356,065.88","$10,509,408.68",0.00%
+319,171,Surface active agent manufacturing,"$7,929,977,473.13","$264,362.52",0.00%
+320,400,Transit and ground passenger transportation,"$169,895,344,811.88","$5,654,559.00",0.00%
+321,100,Manufactured ice,"$1,531,542,683.93","$50,866.75",0.00%
+322,73,Frozen specialties manufacturing,"$29,906,861,739.21","$992,462.85",0.00%
+323,449,Veterinary services,"$71,596,357,121.77","$2,373,609.20",0.00%
+324,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$9,293,851.62",0.00%
+325,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$448,909.38",0.00%
+326,67,Beet sugar manufacturing,"$4,964,816,518.93","$163,976.71",0.00%
+327,193,Glass container manufacturing,"$6,929,253,311.43","$228,787.24",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$657,359.90",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$2,528,353.25",0.00%
+330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$438,177.62",0.00%
+331,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$1,025,826.42",0.00%
+332,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$192,620.70",0.00%
+333,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$478,763.93",0.00%
+334,3,Vegetable and melon farming,"$30,885,272,746.48","$1,008,386.91",0.00%
+335,363,Dental laboratories,"$6,071,164,155.13","$198,114.06",0.00%
+336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$463,272.87",0.00%
+337,60,Flour milling,"$24,410,235,377.89","$794,294.72",0.00%
+338,106,Broadwoven fabric mills,"$6,004,476,568.14","$195,344.11",0.00%
+339,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$928,622.07",0.00%
+340,429,Other real estate,"$2,063,772,881,991.79","$67,014,380.73",0.00%
+341,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$169,899.88",0.00%
+342,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$435,116.05",0.00%
+343,111,Fabric coating mills,"$2,941,340,275.34","$95,147.57",0.00%
+344,62,Malt manufacturing,"$1,609,185,168.11","$51,797.13",0.00%
+345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$541,321.72",0.00%
+346,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$222,704.38",0.00%
+347,409,Greeting card publishing,"$620,260,994.43","$19,744.32",0.00%
+348,68,Sugar cane mills and refining,"$9,295,080,877.39","$294,909.30",0.00%
+349,83,Poultry processing,"$105,186,301,944.41","$3,321,645.62",0.00%
+350,415,Wired telecommunications carriers,"$312,303,330,075.70","$9,851,902.06",0.00%
+351,328,Motor home manufacturing,"$8,213,805,405.62","$259,067.80",0.00%
+352,434,Video tape and disc rental,"$2,056,888,651.68","$64,753.41",0.00%
+353,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$203,278.96",0.00%
+354,59,Other animal food manufacturing,"$65,579,824,303.67","$2,052,468.02",0.00%
+355,98,All other food manufacturing,"$57,495,650,042.31","$1,782,751.89",0.00%
+356,18,Commercial hunting and trapping,"$1,457,086,312.35","$45,094.46",0.00%
+357,500,Death care services,"$21,907,750,073.48","$677,139.48",0.00%
+358,113,Curtain and linen mills,"$2,979,017,369.60","$92,039.60",0.00%
+359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$223,689.91",0.00%
+360,77,Cheese manufacturing,"$78,758,678,813.71","$2,425,568.41",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$969,839.70",0.00%
+362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$720,231.21",0.00%
+363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$53,976.97",0.00%
+364,117,Apparel knitting mills,"$1,078,135,943.04","$33,016.35",0.00%
+365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$1,402,317.21",0.00%
+366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$7,683,159.38",0.00%
+367,13,Poultry and egg production,"$78,014,200,034.51","$2,378,757.13",0.00%
+368,97,Spice and extract manufacturing,"$19,373,537,300.45","$590,553.70",0.00%
+369,12,Dairy cattle and milk production,"$55,960,191,839.82","$1,679,802.87",0.00%
+370,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$627,397.61",0.00%
+371,4,Fruit farming,"$27,048,229,916.23","$801,404.58",0.00%
+372,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$389,425.42",0.00%
+373,118,Cut and sew apparel contractors,"$2,653,123,700.63","$78,536.99",0.00%
+374,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$250,231.55",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$444,200.79",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$7,610,224.19",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$1,715,667.68",0.00%
+378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$116,403.38",0.00%
+379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$222,185.27",0.00%
+380,122,Footwear manufacturing,"$3,007,443,476.76","$87,248.46",0.00%
+381,344,Boat building,"$16,575,494,394.55","$480,646.42",0.00%
+382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$75,147.48",0.00%
+383,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$1,160,679.32",0.00%
+384,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$131,501.45",0.00%
+385,87,Seafood product preparation and packaging,"$18,709,695,060.42","$540,745.22",0.00%
+386,75,Canned specialties,"$12,228,701,977.18","$351,664.07",0.00%
+387,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$203,637.36",0.00%
+388,20,Oil and gas extraction,"$440,054,943,164.76","$12,644,977.65",0.00%
+389,407,Book publishers,"$38,981,960,284.47","$1,110,674.42",0.00%
+390,80,Creamery butter manufacturing,"$9,920,387,946.25","$281,995.86",0.00%
+391,114,Textile bag and canvas mills,"$5,249,055,341.28","$148,226.26",0.00%
+392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$166,975.95",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$1,070,524.44",0.00%
+394,85,Meat processed from carcasses,"$97,119,832,558.67","$2,710,308.94",0.00%
+395,104,Tobacco manufacturing,"$54,449,721,766.50","$1,517,141.15",0.00%
+396,2,Grain farming,"$92,515,635,807.06","$2,574,121.74",0.00%
+397,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$297,705.94",0.00%
+398,298,Electronic connector manufacturing,"$10,285,711,165.08","$284,105.63",0.00%
+399,430,Tenant-occupied housing,"$685,796,968,030.48","$18,874,048.88",0.00%
+400,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$207,993.68",0.00%
+401,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$835,968.43",0.00%
+402,357,Mattress manufacturing,"$9,419,270,908.18","$255,515.96",0.00%
+403,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$3,376,644.85",0.00%
+404,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$446,667.28",0.00%
+405,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$3,288,257.61",0.00%
+406,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$318,539.02",0.00%
+407,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$388,795.72",0.00%
+408,411,Motion picture and video industries,"$175,387,116,345.71","$4,582,049.53",0.00%
+409,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$416,242.71",0.00%
+410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$485,871.74",0.00%
+411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$295,462.48",0.00%
+412,61,Rice milling,"$4,898,466,736.87","$123,315.69",0.00%
+413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$185,814.42",0.00%
+414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$522,075.94",0.00%
+415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$81,011.47",0.00%
+416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$909,407.07",0.00%
+417,439,"Architectural, engineering, and related services","$491,156,469,463.54","$11,937,545.45",0.00%
+418,318,Battery manufacturing,"$39,581,382,532.18","$954,676.53",0.00%
+419,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$363,973.12",0.00%
+420,141,Stationery product manufacturing,"$6,277,104,685.19","$147,847.54",0.00%
+421,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$1,287,126.43",0.00%
+422,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$616,353.94",0.00%
+423,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$63,908.09",0.00%
+424,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$715,787.20",0.00%
+425,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$52,622.69",0.00%
+426,1,Oilseed farming,"$49,937,187,262.22","$1,095,536.47",0.00%
+427,17,Commercial fishing,"$6,396,190,709.37","$138,340.12",0.00%
+428,136,Pulp mills,"$4,388,558,617.42","$93,179.69",0.00%
+429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$1,096,135.37",0.00%
+430,441,Custom computer programming services,"$369,576,048,122.11","$7,629,662.93",0.00%
+431,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$755,709.33",0.00%
+432,373,Burial casket manufacturing,"$823,043,789.50","$16,552.32",0.00%
+433,358,Blind and shade manufacturing,"$2,260,551,655.48","$44,289.09",0.00%
+434,442,Computer systems design services,"$372,342,526,925.07","$7,288,683.59",0.00%
+435,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$220,991.12",0.00%
+436,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$23,539.13",0.00%
+437,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$394,158.19",0.00%
+438,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$239,359.22",0.00%
+439,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$321,073.50",0.00%
+440,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$418,030.93",0.00%
+441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$146,722.74",0.00%
+442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$24,705.14",0.00%
+443,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$731,914.66",0.00%
+444,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$182,374.15",0.00%
+445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$237,178.60",0.00%
+446,313,Major household appliance manufacturing,"$31,013,443,561.11","$489,147.78",0.00%
+447,5,Tree nut farming,"$10,840,952,356.98","$169,907.45",0.00%
+448,265,Industrial mold manufacturing,"$7,530,247,856.23","$113,849.85",0.00%
+449,112,Carpet and rug mills,"$11,693,395,459.88","$174,674.29",0.00%
+450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$216,511.46",0.00%
+451,287,Electronic computer manufacturing,"$59,399,365,371.42","$814,516.21",0.00%
+452,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$58,171.57",0.00%
+453,8,Cotton farming,"$5,875,423,327.42","$78,469.51",0.00%
+454,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$70,904.27",0.00%
+455,368,Sign manufacturing,"$16,164,025,409.21","$200,954.13",0.00%
+456,370,Musical instrument manufacturing,"$2,442,378,807.18","$29,404.74",0.00%
+457,353,Wood office furniture manufacturing,"$4,581,758,413.14","$53,712.48",0.00%
+458,334,Motor vehicle metal stamping,"$37,315,706,996.08","$436,061.19",0.00%
+459,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$104,132.23",0.00%
+460,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$170,949.86",0.00%
+461,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$75,866.23",0.00%
+462,268,Machine tool manufacturing,"$14,689,449,094.47","$166,283.08",0.00%
+463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$173,229.78",0.00%
+464,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$71,199.00",0.00%
+465,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$36,844.47",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$127,112.96",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$341,895.55",0.00%
+468,446,Scientific research and development services,"$1,205,188,770,353.59","$9,514,559.55",0.00%
+469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$48,863.24",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$140,068.43",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$50,052.01",0.00%
+472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$64,253.88",0.00%
+473,7,Tobacco farming,"$938,019,405.97","$6,072.87",0.00%
+474,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$64,385.63",0.00%
+475,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$352,069.20",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$51,993.91",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$140,539.76",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$2,669,496.40",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$124,955.80",0.00%
+480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$23,046.91",0.00%
+481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$22,331.10",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$38,268.07",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$28,529.82",0.00%
+484,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$105,264.09",0.00%
+485,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$131,018.16",0.00%
+486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$57,007.18",0.00%
+487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$84,868.58",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$43,566.16",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$149,999.01",0.00%
+490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$79,955.23",0.00%
+491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$30,943.55",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$10,195.43",0.00%
+493,343,Ship building and repairing,"$36,749,502,389.40","$77,974.31",0.00%
+494,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$76,514.94",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$80,433.02",0.00%
+496,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$10,007.54",0.00%
+497,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$31,551.95",0.00%
+498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$15,141.48",0.00%
+499,31,Support activities for oil and gas operations,"$91,409,573,478.95","$93,980.33",0.00%
+500,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$20,744.54",0.00%
+501,33,Other nonmetallic minerals services,"$3,066,411,048.87","$2,983.53",0.00%
+502,337,Aircraft manufacturing,"$153,008,468,478.69","$136,438.94",0.00%
+503,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$51,075.69",0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$7,397.67",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$4,147.61",0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$2,722.44",0.00%
+507,30,Drilling oil and gas wells,"$11,827,333,275.53",$535.38,0.00%
 508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
-509,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
-510,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-511,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
-512,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+509,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+510,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+511,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+512,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
 513,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
-514,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-515,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
-516,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
-517,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
-518,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
-519,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
-520,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
-521,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
-522,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
-523,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-524,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
-525,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
-526,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
-527,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-528,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+514,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+515,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+516,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+517,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+518,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+519,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+520,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+521,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+522,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+523,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+524,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+525,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+526,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+527,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+528,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/US/US_2033/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/US/US_2033/occupation_impacts_table.csv
index 9d275fe..7136382 100644
--- a/Model_Outputs/IMPLAN/US/US_2033/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/US/US_2033/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,252.67,238.45,"$48,597,802.46","$8,890,239.75","$57,488,042.20","560,125.34"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",80.04,76.77,"$18,024,571.33","$3,285,557.27","$21,310,128.60","172,010.96"
-11-3000,Operations Specialties Managers,193.73,187.54,"$42,255,137.31","$7,958,015.63","$50,213,152.94","416,746.01"
-11-9000,Other Management Occupations,243.74,231.62,"$37,637,686.36","$6,967,096.25","$44,604,782.61","518,745.43"
-13-1000,Business Operations Specialists,509.24,488.55,"$60,065,796.88","$10,993,089.51","$71,058,886.39","1,014,879.95"
-13-2000,Financial Specialists,173.61,167.57,"$24,542,242.28","$4,257,044.58","$28,799,286.86","347,714.58"
-15-1200,Computer Occupations,222.05,213.55,"$35,701,940.77","$6,128,958.28","$41,830,899.05","442,103.38"
-15-2000,Mathematical Science Occupations,19.08,18.41,"$3,184,282.87","$556,727.71","$3,741,010.58","37,785.28"
-17-1000,"Architects, Surveyors, and Cartographers",7.47,7.18,"$818,169.70","$136,487.14","$954,656.85","15,175.76"
-17-2000,Engineers,292.42,286.54,"$44,538,627.52","$9,207,802.04","$53,746,429.55","614,961.96"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",78.82,77.16,"$7,825,826.26","$1,633,281.50","$9,459,107.76","158,201.05"
-19-1000,Life Scientists,8.05,7.58,"$1,013,513.69","$186,918.32","$1,200,432.01","15,878.16"
-19-2000,Physical Scientists,6.89,6.68,"$982,226.88","$200,427.32","$1,182,654.21","13,874.79"
-19-3000,Social Scientists and Related Workers,3.97,3.66,"$438,410.40","$79,909.67","$518,320.07","7,255.45"
-19-4000,"Life, Physical, and Social Science Technicians",9.71,9.31,"$781,325.15","$164,511.69","$945,836.84","18,097.34"
-19-5000,Occupational Health and Safety Specialists and Technicians,18.13,17.56,"$1,956,327.55","$384,313.44","$2,340,640.99","37,060.10"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",56.26,50.59,"$3,306,108.47","$627,111.49","$3,933,219.96","98,067.34"
-21-2000,Religious Workers,26.71,23.14,"$1,260,667.33","$184,071.30","$1,444,738.63","52,751.81"
-23-1000,"Lawyers, Judges, and Related Workers",26.39,25.31,"$6,793,399.35","$1,154,813.56","$7,948,212.91","56,233.96"
-23-2000,Legal Support Workers,16.56,15.85,"$1,411,781.58","$237,519.39","$1,649,300.97","29,838.73"
-25-1000,Postsecondary Teachers,16.55,15.01,"$1,656,858.51","$371,178.60","$2,028,037.11","25,196.78"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",35.22,31.22,"$1,697,225.54","$339,888.04","$2,037,113.58","60,689.03"
-25-3000,Other Teachers and Instructors,23.53,21.04,"$963,538.03","$189,152.23","$1,152,690.26","30,407.17"
-25-4000,"Librarians, Curators, and Archivists",1.70,1.50,"$109,913.09","$20,207.06","$130,120.16","2,711.53"
-25-9000,Other Educational Instruction and Library Occupations,17.98,16.03,"$778,251.20","$151,950.95","$930,202.15","25,249.20"
-27-1000,Art and Design Workers,28.99,27.49,"$2,664,560.25","$462,957.48","$3,127,517.73","51,571.77"
-27-2000,"Entertainers and Performers, Sports and Related Workers",22.27,19.67,"$2,454,150.33","$427,176.80","$2,881,327.14","30,925.20"
-27-3000,Media and Communication Workers,27.11,25.50,"$3,150,076.05","$563,296.28","$3,713,372.32","49,733.50"
-27-4000,Media and Communication Equipment Workers,10.06,9.35,"$909,759.02","$162,532.38","$1,072,291.40","16,954.96"
-29-1000,Healthcare Diagnosing or Treating Practitioners,192.82,178.38,"$26,625,807.42","$5,238,688.18","$31,864,495.60","352,650.46"
-29-2000,Health Technologists and Technicians,94.89,87.22,"$6,075,078.07","$1,198,624.86","$7,273,702.93","168,688.93"
-29-9000,Other Healthcare Practitioners and Technical Occupations,3.82,3.55,"$311,771.06","$58,925.31","$370,696.37","7,181.14"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",183.76,164.71,"$6,018,125.41","$1,167,239.89","$7,185,365.31","286,149.76"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,6.38,5.84,"$315,109.07","$62,709.19","$377,818.26","9,572.67"
-31-9000,Other Healthcare Support Occupations,58.18,53.23,"$2,671,988.22","$508,445.90","$3,180,434.12","95,315.29"
-33-1000,Supervisors of Protective Service Workers,4.99,4.58,"$395,717.93","$72,428.83","$468,146.75","10,384.73"
-33-2000,Firefighting and Prevention Workers,2.69,2.47,"$139,740.60","$24,477.15","$164,217.75","6,738.36"
-33-3000,Law Enforcement Workers,1.08,0.99,"$72,651.50","$15,964.49","$88,615.99","2,386.09"
-33-9000,Other Protective Service Workers,90.79,83.16,"$4,422,748.66","$786,537.14","$5,209,285.80","152,238.25"
-35-1000,Supervisors of Food Preparation and Serving Workers,51.93,41.83,"$2,767,202.04","$397,553.98","$3,164,756.01","87,031.61"
-35-2000,Cooks and Food Preparation Workers,131.60,106.73,"$4,231,193.26","$624,341.43","$4,855,534.70","178,326.86"
-35-3000,Food and Beverage Serving Workers,273.13,219.72,"$7,406,058.20","$1,050,271.61","$8,456,329.81","299,826.81"
-35-9000,Other Food Preparation and Serving Related Workers,58.92,47.65,"$1,466,750.29","$208,623.22","$1,675,373.50","58,399.92"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,10.10,9.21,"$605,315.67","$105,027.38","$710,343.06","20,082.45"
-37-2000,Building Cleaning and Pest Control Workers,133.89,122.08,"$5,412,568.73","$962,951.10","$6,375,519.83","211,460.15"
-37-3000,Grounds Maintenance Workers,34.56,31.43,"$1,577,364.22","$277,135.51","$1,854,499.73","58,546.60"
-39-1000,Supervisors of Personal Care and Service Workers,7.15,6.25,"$445,445.09","$88,248.78","$533,693.88","12,451.58"
-39-2000,Animal Care and Service Workers,9.38,8.19,"$312,000.18","$47,537.48","$359,537.66","12,523.88"
-39-3000,Entertainment Attendants and Related Workers,22.08,19.02,"$696,549.08","$143,327.84","$839,876.92","24,095.92"
-39-4000,Funeral Service Workers,1.55,1.34,"$69,881.32","$10,036.38","$79,917.69","2,387.82"
-39-5000,Personal Appearance Workers,17.79,15.41,"$606,070.92","$89,957.61","$696,028.53","24,140.48"
-39-6000,"Baggage Porters, Bellhops, and Concierges",2.55,2.31,"$116,775.37","$19,992.43","$136,767.80","4,018.21"
-39-7000,Tour and Travel Guides,6.75,6.21,"$341,039.32","$61,462.31","$402,501.63","7,302.65"
-39-9000,Other Personal Care and Service Workers,43.38,37.55,"$1,192,237.01","$209,496.32","$1,401,733.33","50,553.27"
-41-1000,Supervisors of Sales Workers,56.09,50.69,"$4,622,902.81","$914,966.05","$5,537,868.86","110,999.66"
-41-2000,Retail Sales Workers,286.68,252.09,"$10,004,238.72","$2,072,236.42","$12,076,475.15","391,953.78"
-41-3000,"Sales Representatives, Services",101.59,96.94,"$11,401,275.34","$1,919,018.97","$13,320,294.31","202,624.63"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",165.28,160.31,"$19,051,517.24","$3,449,529.33","$22,501,046.57","348,872.04"
-41-9000,Other Sales and Related Workers,29.00,27.39,"$2,554,166.80","$455,513.31","$3,009,680.11","51,673.52"
-43-1000,Supervisors of Office and Administrative Support Workers,78.80,74.68,"$7,625,230.80","$1,461,667.67","$9,086,898.48","154,723.83"
-43-2000,Communications Equipment Operators,1.59,1.48,"$79,917.78","$14,553.11","$94,470.89","2,690.91"
-43-3000,Financial Clerks,147.21,139.92,"$9,714,365.00","$1,770,562.05","$11,484,927.05","262,005.21"
-43-4000,Information and Record Clerks,238.08,224.22,"$14,057,622.81","$2,584,738.98","$16,642,361.79","398,618.05"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",187.75,175.95,"$12,845,464.58","$3,359,007.44","$16,204,472.03","361,757.02"
-43-6000,Secretaries and Administrative Assistants,146.95,137.97,"$9,353,572.06","$1,700,477.35","$11,054,049.41","259,722.70"
-43-9000,Other Office and Administrative Support Workers,164.84,155.69,"$8,616,669.66","$1,568,972.63","$10,185,642.30","269,210.85"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",2.34,2.03,"$153,648.82","$35,982.46","$189,631.28","4,847.59"
-45-2000,Agricultural Workers,26.72,23.29,"$1,124,863.87","$251,090.98","$1,375,954.85","45,151.31"
-45-3000,Fishing and Hunting Workers,0.09,0.08,"$5,245.11","$1,670.80","$6,915.90",154.68
-45-4000,"Forest, Conservation, and Logging Workers",2.66,2.36,"$165,364.81","$49,136.37","$214,501.18","5,569.60"
-47-1000,Supervisors of Construction and Extraction Workers,150.78,145.78,"$14,288,395.83","$2,531,316.47","$16,819,712.31","325,045.96"
-47-2000,Construction Trades Workers,496.57,479.93,"$34,282,341.32","$6,143,352.35","$40,425,693.67","941,221.46"
-47-3000,"Helpers, Construction Trades",10.94,10.57,"$509,276.41","$89,034.47","$598,310.88","17,883.29"
-47-4000,Other Construction and Related Workers,13.19,12.72,"$1,198,219.12","$237,595.50","$1,435,814.62","26,383.44"
-47-5000,Extraction Workers,21.73,21.34,"$1,985,818.10","$449,653.52","$2,435,471.61","52,328.58"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",42.89,40.58,"$5,055,875.74","$1,029,206.42","$6,085,082.16","95,187.08"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",24.77,23.25,"$2,122,961.92","$408,629.87","$2,531,591.79","51,266.05"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",118.59,108.72,"$9,190,898.77","$1,735,329.57","$10,926,228.33","239,242.60"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",254.15,243.41,"$21,464,268.26","$4,375,204.58","$25,839,472.84","521,076.21"
-51-1000,Supervisors of Production Workers,114.40,112.04,"$12,366,213.15","$2,672,725.13","$15,038,938.27","254,322.64"
-51-2000,Assemblers and Fabricators,460.30,451.96,"$30,988,346.51","$6,626,516.20","$37,614,862.71","904,088.13"
-51-3000,Food Processing Workers,26.82,24.50,"$1,265,328.24","$267,242.27","$1,532,570.51","47,937.77"
-51-4000,Metal Workers and Plastic Workers,528.33,518.96,"$39,658,845.64","$8,476,806.89","$48,135,652.54","1,094,419.40"
-51-5100,Printing Workers,9.98,9.66,"$573,976.68","$114,889.19","$688,865.87","18,687.08"
-51-6000,"Textile, Apparel, and Furnishings Workers",19.09,17.61,"$862,910.42","$155,118.10","$1,018,028.51","32,875.60"
-51-7000,Woodworkers,12.01,11.64,"$685,154.72","$142,196.93","$827,351.65","23,471.87"
-51-8000,Plant and System Operators,12.31,12.02,"$1,323,549.03","$383,150.99","$1,706,700.02","26,024.00"
-51-9000,Other Production Occupations,354.59,346.17,"$25,256,125.99","$5,401,479.67","$30,657,605.66","705,030.66"
-53-1000,Supervisors of Transportation and Material Moving Workers,37.02,34.93,"$3,286,544.32","$647,636.14","$3,934,180.46","78,754.16"
-53-2000,Air Transportation Workers,10.86,10.19,"$2,043,685.09","$504,993.29","$2,548,678.38","19,907.64"
-53-3000,Motor Vehicle Operators,237.24,222.13,"$15,564,367.49","$3,344,157.22","$18,908,524.71","472,628.53"
-53-4000,Rail Transportation Workers,8.07,7.57,"$689,701.61","$208,138.59","$897,840.20","19,208.73"
-53-5000,Water Transportation Workers,11.01,10.29,"$1,034,522.81","$198,827.22","$1,233,350.03","25,739.44"
-53-6000,Other Transportation Workers,14.05,12.50,"$620,575.46","$116,958.21","$737,533.67","21,577.92"
-53-7000,Material Moving Workers,469.09,443.14,"$24,967,323.14","$4,778,397.67","$29,745,720.81","795,799.52"
+11-1000,Top Executives,261.11,246.38,"$50,353,451.26","$9,213,516.99","$59,566,968.25","578,787.35"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",82.45,79.07,"$18,612,224.64","$3,385,044.06","$21,997,268.70","177,116.73"
+11-3000,Operations Specialties Managers,200.66,194.25,"$43,886,985.14","$8,258,654.83","$52,145,639.97","431,513.29"
+11-9000,Other Management Occupations,249.24,236.78,"$38,559,728.99","$7,143,046.57","$45,702,775.56","530,172.64"
+13-1000,Business Operations Specialists,522.73,501.43,"$61,731,189.09","$11,289,084.78","$73,020,273.86","1,041,400.37"
+13-2000,Financial Specialists,180.97,174.70,"$25,752,727.63","$4,458,278.68","$30,211,006.31","362,434.62"
+15-1200,Computer Occupations,229.44,220.65,"$36,959,461.18","$6,334,788.30","$43,294,249.48","456,750.97"
+15-2000,Mathematical Science Occupations,19.84,19.15,"$3,316,343.61","$578,873.41","$3,895,217.01","39,293.19"
+17-1000,"Architects, Surveyors, and Cartographers",8.16,7.85,"$892,045.56","$151,004.72","$1,043,050.28","16,573.91"
+17-2000,Engineers,297.06,291.06,"$45,221,843.12","$9,349,538.96","$54,571,382.08","624,949.72"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",79.70,78.01,"$7,911,147.65","$1,649,846.76","$9,560,994.40","159,946.03"
+19-1000,Life Scientists,8.42,7.94,"$1,061,621.63","$195,722.66","$1,257,344.29","16,619.57"
+19-2000,Physical Scientists,7.22,6.99,"$1,028,960.33","$210,127.39","$1,239,087.72","14,532.38"
+19-3000,Social Scientists and Related Workers,4.14,3.82,"$458,759.93","$83,550.91","$542,310.84","7,573.06"
+19-4000,"Life, Physical, and Social Science Technicians",10.25,9.83,"$827,927.42","$174,815.38","$1,002,742.80","19,137.63"
+19-5000,Occupational Health and Safety Specialists and Technicians,18.94,18.35,"$2,053,840.92","$406,087.62","$2,459,928.54","38,730.44"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",58.50,52.60,"$3,439,837.13","$652,338.15","$4,092,175.28","101,974.07"
+21-2000,Religious Workers,27.75,24.04,"$1,309,775.40","$191,247.71","$1,501,023.11","54,799.99"
+23-1000,"Lawyers, Judges, and Related Workers",27.64,26.51,"$7,121,991.01","$1,209,985.40","$8,331,976.40","58,895.42"
+23-2000,Legal Support Workers,17.36,16.61,"$1,481,019.70","$249,135.89","$1,730,155.59","31,277.35"
+25-1000,Postsecondary Teachers,17.19,15.59,"$1,721,205.08","$385,578.83","$2,106,783.92","26,173.88"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",36.59,32.43,"$1,763,092.30","$353,075.92","$2,116,168.22","63,039.66"
+25-3000,Other Teachers and Instructors,24.40,21.81,"$999,382.42","$196,218.82","$1,195,601.25","31,521.92"
+25-4000,"Librarians, Curators, and Archivists",1.76,1.56,"$114,305.74","$21,009.40","$135,315.14","2,818.88"
+25-9000,Other Educational Instruction and Library Occupations,18.68,16.65,"$808,714.91","$157,886.07","$966,600.98","26,225.45"
+27-1000,Art and Design Workers,29.99,28.43,"$2,762,011.05","$479,387.91","$3,241,398.96","53,314.39"
+27-2000,"Entertainers and Performers, Sports and Related Workers",23.14,20.43,"$2,548,797.09","$443,598.37","$2,992,395.45","32,126.08"
+27-3000,Media and Communication Workers,28.11,26.44,"$3,268,308.61","$583,980.11","$3,852,288.72","51,554.66"
+27-4000,Media and Communication Equipment Workers,10.51,9.77,"$951,245.76","$169,693.76","$1,120,939.52","17,725.03"
+29-1000,Healthcare Diagnosing or Treating Practitioners,200.26,185.26,"$27,659,851.88","$5,441,923.34","$33,101,775.21","366,264.78"
+29-2000,Health Technologists and Technicians,98.59,90.63,"$6,313,974.94","$1,245,635.58","$7,559,610.52","175,277.14"
+29-9000,Other Healthcare Practitioners and Technical Occupations,3.97,3.69,"$324,968.89","$61,398.14","$386,367.03","7,476.27"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",190.80,171.01,"$6,248,208.50","$1,211,897.53","$7,460,106.03","297,101.76"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,6.62,6.06,"$327,408.43","$65,152.09","$392,560.52","9,943.79"
+31-9000,Other Healthcare Support Occupations,60.43,55.29,"$2,775,501.59","$528,129.19","$3,303,630.78","98,997.13"
+33-1000,Supervisors of Protective Service Workers,5.14,4.72,"$408,942.99","$74,917.25","$483,860.24","10,691.96"
+33-2000,Firefighting and Prevention Workers,2.74,2.52,"$142,280.80","$24,942.77","$167,223.57","6,854.24"
+33-3000,Law Enforcement Workers,1.11,1.02,"$75,276.79","$16,678.91","$91,955.70","2,452.85"
+33-9000,Other Protective Service Workers,93.63,85.77,"$4,568,567.06","$813,085.46","$5,381,652.52","157,010.29"
+35-1000,Supervisors of Food Preparation and Serving Workers,53.97,43.47,"$2,876,326.03","$413,304.93","$3,289,630.96","90,445.68"
+35-2000,Cooks and Food Preparation Workers,136.67,110.84,"$4,395,177.29","$648,536.66","$5,043,713.95","185,194.99"
+35-3000,Food and Beverage Serving Workers,283.74,228.25,"$7,694,077.47","$1,091,122.06","$8,785,199.54","311,473.60"
+35-9000,Other Food Preparation and Serving Related Workers,61.22,49.51,"$1,524,082.02","$216,760.24","$1,740,842.26","60,676.91"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,10.60,9.67,"$635,281.31","$110,212.34","$745,493.64","21,087.80"
+37-2000,Building Cleaning and Pest Control Workers,139.85,127.51,"$5,652,193.93","$1,005,539.33","$6,657,733.26","220,845.32"
+37-3000,Grounds Maintenance Workers,36.27,32.98,"$1,656,379.81","$290,919.09","$1,947,298.91","61,455.69"
+39-1000,Supervisors of Personal Care and Service Workers,7.43,6.50,"$462,973.06","$91,687.45","$554,660.51","12,939.64"
+39-2000,Animal Care and Service Workers,9.74,8.51,"$324,157.87","$49,393.14","$373,551.01","13,011.99"
+39-3000,Entertainment Attendants and Related Workers,22.93,19.76,"$723,684.65","$148,847.26","$872,531.90","25,027.79"
+39-4000,Funeral Service Workers,1.61,1.39,"$72,562.98","$10,421.01","$82,983.99","2,479.38"
+39-5000,Personal Appearance Workers,18.48,16.01,"$629,488.76","$93,435.21","$722,923.97","25,073.65"
+39-6000,"Baggage Porters, Bellhops, and Concierges",2.64,2.39,"$121,094.73","$20,733.89","$141,828.62","4,165.89"
+39-7000,Tour and Travel Guides,7.05,6.49,"$356,248.07","$64,202.57","$420,450.64","7,627.10"
+39-9000,Other Personal Care and Service Workers,45.06,39.01,"$1,238,537.67","$217,624.11","$1,456,161.78","52,505.88"
+41-1000,Supervisors of Sales Workers,58.18,52.58,"$4,788,885.31","$947,300.14","$5,736,185.45","115,118.90"
+41-2000,Retail Sales Workers,297.81,261.88,"$10,394,364.31","$2,152,679.17","$12,547,043.48","407,136.10"
+41-3000,"Sales Representatives, Services",105.89,101.06,"$11,950,482.88","$2,009,535.52","$13,960,018.40","211,256.14"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",169.32,164.20,"$19,530,901.40","$3,529,283.70","$23,060,185.10","357,354.21"
+41-9000,Other Sales and Related Workers,29.90,28.24,"$2,626,636.59","$467,436.44","$3,094,073.03","53,203.16"
+43-1000,Supervisors of Office and Administrative Support Workers,81.52,77.25,"$7,891,063.30","$1,511,448.46","$9,402,511.76","160,037.83"
+43-2000,Communications Equipment Operators,1.65,1.53,"$82,980.21","$15,109.79","$98,090.00","2,793.14"
+43-3000,Financial Clerks,152.48,144.93,"$10,072,524.64","$1,835,050.12","$11,907,574.76","271,377.41"
+43-4000,Information and Record Clerks,246.84,232.47,"$14,579,978.78","$2,677,913.69","$17,257,892.47","413,313.86"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",192.26,180.10,"$13,154,872.57","$3,444,872.34","$16,599,744.91","370,437.41"
+43-6000,Secretaries and Administrative Assistants,152.04,142.73,"$9,693,665.03","$1,761,381.26","$11,455,046.30","268,699.55"
+43-9000,Other Office and Administrative Support Workers,170.35,160.89,"$8,910,323.24","$1,622,708.93","$10,533,032.16","278,239.79"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",2.44,2.12,"$160,992.54","$37,758.63","$198,751.17","5,068.68"
+45-2000,Agricultural Workers,27.81,24.24,"$1,172,176.92","$261,535.61","$1,433,712.53","46,995.06"
+45-3000,Fishing and Hunting Workers,0.10,0.08,"$5,450.40","$1,736.20","$7,186.59",160.72
+45-4000,"Forest, Conservation, and Logging Workers",2.84,2.52,"$176,494.87","$52,621.54","$229,116.41","5,938.26"
+47-1000,Supervisors of Construction and Extraction Workers,158.50,153.36,"$15,390,299.20","$2,782,502.36","$18,172,801.56","342,115.99"
+47-2000,Construction Trades Workers,514.44,497.43,"$35,937,923.70","$6,516,180.18","$42,454,103.88","978,249.89"
+47-3000,"Helpers, Construction Trades",11.02,10.64,"$513,024.22","$89,712.66","$602,736.88","18,008.88"
+47-4000,Other Construction and Related Workers,13.81,13.31,"$1,251,976.82","$250,120.11","$1,502,096.93","27,668.34"
+47-5000,Extraction Workers,48.32,47.52,"$4,431,796.54","$1,016,571.15","$5,448,367.68","114,960.74"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",46.33,43.90,"$5,546,686.73","$1,140,051.72","$6,686,738.45","102,913.61"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",25.65,24.09,"$2,207,493.08","$426,431.98","$2,633,925.06","53,124.87"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",126.64,116.35,"$9,905,746.69","$1,887,197.48","$11,792,944.17","256,200.11"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",266.39,255.22,"$22,556,153.75","$4,616,096.34","$27,172,250.09","546,460.52"
+51-1000,Supervisors of Production Workers,115.95,113.54,"$12,548,029.70","$2,714,666.82","$15,262,696.52","257,758.94"
+51-2000,Assemblers and Fabricators,462.47,454.06,"$31,116,984.08","$6,652,744.73","$37,769,728.81","908,260.70"
+51-3000,Food Processing Workers,27.84,25.44,"$1,313,803.16","$277,535.89","$1,591,339.05","49,765.18"
+51-4000,Metal Workers and Plastic Workers,532.04,522.58,"$39,953,501.99","$8,541,403.33","$48,494,905.32","1,102,101.03"
+51-5100,Printing Workers,10.32,9.98,"$592,874.60","$118,601.97","$711,476.57","19,308.77"
+51-6000,"Textile, Apparel, and Furnishings Workers",19.79,18.25,"$895,431.14","$160,979.16","$1,056,410.30","34,084.08"
+51-7000,Woodworkers,12.21,11.83,"$696,313.07","$144,474.34","$840,787.41","23,859.20"
+51-8000,Plant and System Operators,13.25,12.94,"$1,428,800.72","$412,863.27","$1,841,663.99","28,063.51"
+51-9000,Other Production Occupations,360.88,352.27,"$25,720,869.81","$5,506,254.96","$31,227,124.77","717,508.44"
+53-1000,Supervisors of Transportation and Material Moving Workers,38.68,36.50,"$3,461,264.55","$685,118.88","$4,146,383.43","82,290.94"
+53-2000,Air Transportation Workers,11.31,10.61,"$2,127,584.46","$525,518.65","$2,653,103.11","20,728.88"
+53-3000,Motor Vehicle Operators,247.41,231.74,"$16,282,579.97","$3,501,256.12","$19,783,836.10","493,071.37"
+53-4000,Rail Transportation Workers,9.65,9.06,"$827,444.35","$249,983.29","$1,077,427.64","22,993.40"
+53-5000,Water Transportation Workers,11.54,10.79,"$1,086,295.38","$208,970.94","$1,295,266.32","26,985.03"
+53-6000,Other Transportation Workers,14.64,13.03,"$648,620.48","$122,660.46","$771,280.95","22,501.34"
+53-7000,Material Moving Workers,486.29,459.44,"$26,003,545.14","$4,990,346.51","$30,993,891.65","825,917.10"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/US/US_2033/tax_results.csv b/Model_Outputs/IMPLAN/US/US_2033/tax_results.csv
index f885ef8..0e6400f 100644
--- a/Model_Outputs/IMPLAN/US/US_2033/tax_results.csv
+++ b/Model_Outputs/IMPLAN/US/US_2033/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$3,088,292.34","$2,618,859.01","$1,826,766.54","$15,500,912.10","$87,291,698.65","$110,326,528.65"
-2 - Indirect,"$7,427,109.67","$7,250,868.83","$4,864,673.58","$25,533,886.31","$83,357,932.62","$128,434,471.01"
-3 - Induced,"$9,974,853.53","$9,951,939.01","$6,636,333.90","$31,627,796.14","$81,396,381.01","$139,587,303.60"
-,"$20,490,255.54","$19,821,666.85","$13,327,774.03","$72,662,594.55","$252,046,012.28","$378,348,303.25"
+1 - Direct,"$4,057,296.43","$3,608,663.07","$2,481,361.74","$18,280,991.11","$91,261,111.26","$119,689,423.61"
+2 - Indirect,"$7,874,651.70","$7,697,086.48","$5,162,567.50","$26,957,635.05","$87,198,882.91","$134,890,823.63"
+3 - Induced,"$10,359,988.93","$10,336,184.00","$6,892,564.48","$32,849,037.57","$84,540,111.83","$144,977,886.82"
+,"$22,291,937.07","$21,641,933.55","$14,536,493.72","$78,087,663.73","$263,000,106.00","$399,558,134.06"
diff --git a/Model_Outputs/IMPLAN/US/US_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 7cac7e9..19b8bd9 100644
--- a/Model_Outputs/IMPLAN/US/US_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,745,672.28"
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,669,250.04"
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,408,597.26"
-4,224,Nonferrous forging,"$5,015,019,698.50","$11,852,346.38"
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,624,134.30"
-6,223,Iron and steel forging,"$12,167,051,489.94","$24,844,164.80"
-7,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00"
-8,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,282,212.93"
-9,21,Coal mining,"$40,369,797,410.22","$43,684,297.66"
-10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,043,126.45"
-11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,691,455.52"
-12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,591,158.74"
-13,221,Custom roll forming,"$3,403,758,221.65","$2,043,455.55"
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,570,472.23"
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,953,337.08"
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$495,775,890.46"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$402,670,026.45"
+3,21,Coal mining,"$40,369,797,410.22","$124,407,386.22"
+4,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$13,414,487.23"
+5,224,Nonferrous forging,"$5,015,019,698.50","$11,862,994.66"
+6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$63,959,036.37"
+7,223,Iron and steel forging,"$12,167,051,489.94","$24,868,044.93"
+8,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$311,924,700.00"
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$10,567,516.63"
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$22,089,789.21"
+11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$4,694,971.23"
+12,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,595,076.84"
+13,221,Custom roll forming,"$3,403,758,221.65","$2,049,911.82"
+14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$4,576,366.20"
+15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$3,963,936.29"
diff --git a/Model_Outputs/IMPLAN/US/US_2034/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/US/US_2034/economic_indicators_by_impact.csv
index 0c7528e..ab76758 100644
--- a/Model_Outputs/IMPLAN/US/US_2034/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/US/US_2034/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"1,777.33","$197,285,341.41","$281,173,526.87","$685,196,184.93"
-2 - Indirect,"1,813.21","$178,440,487.83","$294,572,462.50","$641,490,503.20"
-3 - Induced,"2,313.65","$166,677,725.16","$313,209,479.09","$531,121,769.51"
-,"5,904.19","$542,403,554.40","$888,955,468.46","$1,857,808,457.64"
+1 - Direct,"1,873.83","$211,123,387.72","$331,320,719.92","$769,826,184.93"
+2 - Indirect,"1,976.55","$195,834,463.34","$324,754,726.80","$698,338,129.51"
+3 - Induced,"2,505.25","$180,479,813.57","$339,140,054.61","$575,091,463.28"
+,"6,355.62","$587,437,664.62","$995,215,501.33","$2,043,255,777.72"
diff --git a/Model_Outputs/IMPLAN/US/US_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 1613ac0..74cccd2 100644
--- a/Model_Outputs/IMPLAN/US/US_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,881,944.29",5.64%
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,860.18",1.81%
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,706,079.36",0.14%
-4,224,Nonferrous forging,"$5,015,019,698.50","$5,929,388.36",0.12%
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,913,008.89",0.11%
-6,21,Coal mining,"$40,369,797,410.22","$46,172,135.97",0.11%
-7,223,Iron and steel forging,"$12,167,051,489.94","$12,429,294.23",0.10%
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,915,075.14",5.64%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,335,711.64",1.81%
+3,21,Coal mining,"$40,369,797,410.22","$134,675,784.52",0.33%
+4,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,712,538.03",0.14%
+5,224,Nonferrous forging,"$5,015,019,698.50","$5,941,064.03",0.12%
+6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$32,280,191.14",0.12%
+7,223,Iron and steel forging,"$12,167,051,489.94","$12,455,478.68",0.10%
 8,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00",0.10%
-9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,227,108.95",0.06%
-10,219,Ferrous metal foundries,"$23,423,417,307.88","$11,035,655.76",0.05%
-11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,346,791.57",0.04%
-12,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,296,764.63",0.04%
-13,221,Custom roll forming,"$3,403,758,221.65","$1,023,678.80",0.03%
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,287,021.36",0.03%
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,979,882.85",0.03%
-16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,053,491.42",0.03%
-17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$37,862,374.49",0.03%
-18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,873,277.66",0.03%
-19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,313,806.03",0.02%
-20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,579,165.07",0.02%
-21,23,Iron ore mining,"$4,242,665,589.12","$853,436.47",0.02%
-22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,006,005.42",0.02%
-23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,907,738.56",0.02%
-24,241,Metal heat treating,"$6,751,197,386.48","$1,182,167.00",0.02%
-25,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,103,209.83",0.02%
-26,174,Explosives manufacturing,"$3,336,015,892.42","$571,146.95",0.02%
-27,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,617,854.77",0.02%
-28,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,211,727.02",0.02%
-29,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,162,033.56",0.02%
-30,239,Machine shops,"$58,418,188,845.25","$8,864,578.32",0.02%
-31,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,727,955.88",0.02%
-32,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,086,759.41",0.01%
-33,198,Concrete pipe manufacturing,"$4,124,714,176.94","$615,661.06",0.01%
-34,235,Metal cans manufacturing,"$27,208,678,262.97","$3,773,894.63",0.01%
-35,229,Plate work manufacturing,"$15,417,788,320.32","$2,093,551.59",0.01%
-36,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$35,470,672.10",0.01%
-37,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$800,484.89",0.01%
-38,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,839,645.31",0.01%
-39,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,773,005.63",0.01%
-40,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$583,389.89",0.01%
-41,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,693,203.23",0.01%
-42,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,444,488.36",0.01%
-43,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$1,998,448.76",0.01%
-44,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,721,938.28",0.01%
-45,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,665,099.03",0.01%
-46,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$783,681.99",0.01%
-47,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,284,087.08",0.01%
-48,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,597,148.64",0.01%
-49,109,Knit fabric mills,"$1,209,761,149.04","$104,290.64",0.01%
-50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$1,018,287.20",0.01%
-51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$558,528.72",0.01%
-52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$934,626.12",0.01%
-53,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$556,747.98",0.01%
-54,210,Steel wire drawing,"$6,965,034,108.99","$539,961.14",0.01%
-55,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$558,898.27",0.01%
-56,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,596,134.52",0.01%
-57,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$33,183,361.09",0.01%
-58,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,147,653.86",0.01%
-59,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$14,025,777.47",0.01%
-60,311,Lighting fixture manufacturing,"$13,551,146,025.36","$925,876.41",0.01%
-61,238,Spring and wire product manufacturing,"$14,446,923,138.19","$983,438.03",0.01%
-62,200,Lime manufacturing,"$3,411,426,132.51","$228,033.60",0.01%
-63,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$1,768,923.89",0.01%
-64,201,Gypsum product manufacturing,"$10,849,873,573.69","$714,294.25",0.01%
-65,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,062,479.12",0.01%
-66,460,Other support services,"$93,493,521,065.46","$5,870,246.82",0.01%
-67,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$572,950.43",0.01%
-68,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,277,905.33",0.01%
-69,226,Handtool manufacturing,"$9,269,806,810.85","$556,335.14",0.01%
-70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$457,738.21",0.01%
-71,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$89,167.83",0.01%
-72,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$1,965,950.56",0.01%
-73,195,Cement manufacturing,"$16,124,794,202.42","$897,370.53",0.01%
-74,188,Other rubber product manufacturing,"$18,947,852,104.12","$1,041,601.58",0.01%
-75,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$277,363.87",0.01%
-76,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$718,129.34",0.01%
-77,138,Paperboard mills,"$37,769,326,092.36","$2,030,264.59",0.01%
-78,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,453,007.17",0.01%
-79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$2,935,377.46",0.01%
-80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$366,165.95",0.01%
-81,131,"Other millwork, including flooring","$11,872,958,758.31","$594,165.52",0.01%
-82,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,138,905.23",0.00%
-83,32,Metal mining services,"$2,048,448,774.82","$99,375.76",0.00%
-84,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$16,589,846.08",0.00%
-85,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$538,999.90",0.00%
-86,397,Rail transportation,"$92,013,918,170.42","$4,412,182.68",0.00%
-87,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$413,872.24",0.00%
-88,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,371,521.86",0.00%
-89,451,Management of companies and enterprises,"$819,034,418,120.62","$36,708,378.14",0.00%
-90,125,Wood preservation,"$12,385,421,188.04","$553,414.09",0.00%
-91,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$503,017.54",0.00%
-92,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$408,947.11",0.00%
-93,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,275,310.23",0.00%
-94,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$7,085,792.70",0.00%
-95,129,Wood windows and door manufacturing,"$22,029,620,673.99","$951,892.36",0.00%
-96,124,Sawmills,"$42,023,969,480.44","$1,812,090.74",0.00%
-97,186,Tire manufacturing,"$25,656,100,926.70","$1,099,372.04",0.00%
-98,27,Sand and gravel mining,"$15,322,656,295.20","$651,695.62",0.00%
-99,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,144,633.58",0.00%
-100,24,Gold ore and silver ore mining,"$14,012,282,637.55","$592,081.46",0.00%
-101,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$233,190.77",0.00%
-102,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$369,592.25",0.00%
-103,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$51,226.17",0.00%
-104,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$421,348.67",0.00%
-105,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,057,250.98",0.00%
-106,26,Stone mining and quarrying,"$22,604,707,721.04","$918,808.43",0.00%
-107,299,Other electronic component manufacturing,"$20,043,941,097.34","$804,804.64",0.00%
-108,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$347,710.03",0.00%
-109,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,415,520.51",0.00%
-110,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$666,832.68",0.00%
-111,16,Commercial logging,"$9,708,016,677.17","$380,500.48",0.00%
-112,455,Business support services,"$98,531,422,147.59","$3,836,833.83",0.00%
-113,457,Investigation and security services,"$87,760,959,501.87","$3,335,904.71",0.00%
-114,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$724,016.27",0.00%
-115,399,Truck transportation,"$517,459,714,328.88","$19,418,081.02",0.00%
-116,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$597,031.61",0.00%
-117,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$1,836,027.26",0.00%
-118,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$499,616.97",0.00%
-119,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$1,920,434.18",0.00%
-120,454,Employment services,"$472,021,118,180.87","$16,816,005.87",0.00%
-121,508,Postal service,"$82,216,438,935.22","$2,884,462.21",0.00%
-122,25,Other metal ore mining,"$4,177,930,861.03","$145,484.79",0.00%
-123,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$642,400.75",0.00%
-124,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$912,708.34",0.00%
-125,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$88,882.76",0.00%
-126,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$2,811,263.59",0.00%
-127,191,Flat glass manufacturing,"$5,646,246,245.84","$191,445.54",0.00%
-128,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$187,891.98",0.00%
-129,237,Hardware manufacturing,"$11,360,442,824.27","$382,723.50",0.00%
-130,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,474,723.84",0.00%
-131,509,Federal electric utilities,"$15,278,393,331.48","$506,360.03",0.00%
-132,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$201,079.36",0.00%
-133,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$749,288.32",0.00%
-134,515,Local government electric utilities,"$63,242,600,402.80","$2,087,177.66",0.00%
-135,512,State government electric utilities,"$2,138,213,300.81","$70,509.26",0.00%
-136,41,Electric power generation - All other,"$598,610,063.76","$19,686.13",0.00%
-137,39,Electric power generation - Geothermal,"$1,089,212,605.47","$35,820.28",0.00%
-138,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,598,285.14",0.00%
-139,38,Electric power generation - Wind,"$31,436,960,621.21","$1,033,848.34",0.00%
-140,37,Electric power generation - Solar,"$15,183,687,778.59","$499,336.77",0.00%
-141,40,Electric power generation - Biomass,"$3,248,354,871.06","$106,826.69",0.00%
-142,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$366,693.17",0.00%
-143,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$5,263,087.19",0.00%
-144,42,Electric power transmission and distribution,"$454,802,637,163.46","$14,944,450.73",0.00%
-145,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$276,094.86",0.00%
-146,404,Warehousing and storage,"$196,283,203,045.69","$6,352,450.74",0.00%
-147,403,Couriers and messengers,"$147,389,575,412.04","$4,743,237.52",0.00%
-148,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$202,487.56",0.00%
-149,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$312,195.26",0.00%
-150,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$113,764.46",0.00%
-151,453,Facilities support services,"$38,362,646,138.12","$1,186,934.49",0.00%
-152,440,Specialized design services,"$61,729,364,047.76","$1,906,814.22",0.00%
-153,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$171,686.14",0.00%
-154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$3,113,818.11",0.00%
-155,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$6,732,742.25",0.00%
-156,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$141,257.87",0.00%
-157,173,Printing ink manufacturing,"$4,197,932,161.56","$119,445.75",0.00%
-158,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,099,898.94",0.00%
-159,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$9,505,205.14",0.00%
-160,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$631,500.11",0.00%
-161,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,030,189.77",0.00%
-162,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$434,270.45",0.00%
-163,205,Mineral wool manufacturing,"$10,606,371,397.91","$282,399.79",0.00%
-164,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$255,969.82",0.00%
-165,161,Fertilizer mixing,"$6,609,942,413.23","$175,299.95",0.00%
-166,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$7,080,618.74",0.00%
-167,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$462,009.75",0.00%
-168,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$360,750.92",0.00%
-169,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$6,534,263.97",0.00%
-170,447,"Advertising, public relations, and related services","$221,366,844,538.02","$5,718,546.70",0.00%
-171,168,Adhesive manufacturing,"$19,417,045,098.31","$498,898.24",0.00%
-172,116,Other textile product mills,"$5,849,355,190.48","$150,156.82",0.00%
-173,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$194,734.68",0.00%
-174,151,Petrochemical manufacturing,"$213,898,809,710.92","$5,415,140.40",0.00%
-175,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$14,804,991.59",0.00%
-176,321,Wiring device manufacturing,"$23,088,452,099.69","$583,470.22",0.00%
-177,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$95,627.89",0.00%
-178,43,Natural gas distribution,"$112,805,479,068.56","$2,809,036.19",0.00%
-179,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$759,573.51",0.00%
-180,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$3,909,226.61",0.00%
-181,137,Paper mills,"$44,700,830,052.02","$1,099,637.04",0.00%
-182,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,455,629.23",0.00%
-183,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$5,579,783.96",0.00%
-184,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$6,767,800.79",0.00%
-185,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,548,951.98",0.00%
-186,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$9,778,580.38",0.00%
-187,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$5,239,780.59",0.00%
-188,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$3,072,338.33",0.00%
-189,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$8,618,409.68",0.00%
-190,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,200,940.15",0.00%
-191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$981,933.69",0.00%
-192,413,Radio and television broadcasting,"$126,652,960,389.18","$2,925,448.82",0.00%
-193,458,Services to buildings,"$184,887,389,840.19","$4,241,494.92",0.00%
-194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$11,319,577.97",0.00%
-195,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$26,802.99",0.00%
-196,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$183,212.87",0.00%
-197,448,Photographic services,"$18,611,681,469.69","$419,587.95",0.00%
-198,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$9,088,353.29",0.00%
-199,437,Legal services,"$482,145,097,198.44","$10,805,575.50",0.00%
-200,110,Textile and fabric finishing mills,"$5,488,614,083.97","$122,762.91",0.00%
-201,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$23,391,650.57",0.00%
-202,452,Office administrative services,"$100,789,973,631.90","$2,205,114.32",0.00%
-203,144,Printing,"$93,711,787,715.49","$2,049,648.55",0.00%
-204,418,"Data processing, hosting, and related services","$490,713,862,620.46","$10,588,751.28",0.00%
-205,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$6,529,240.76",0.00%
-206,406,Periodical publishers,"$28,726,880,599.05","$618,162.60",0.00%
-207,456,Travel arrangement and reservation services,"$92,038,956,694.17","$1,973,065.42",0.00%
-208,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$5,541,222.65",0.00%
-209,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,668,685.30",0.00%
-210,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$6,601,863.13",0.00%
-211,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$110,418.93",0.00%
-212,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$1,924,664.87",0.00%
-213,405,Newspaper publishers,"$23,494,267,330.25","$496,969.17",0.00%
-214,414,Cable and other subscription programming,"$129,841,466,724.49","$2,710,986.34",0.00%
-215,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$928,902.01",0.00%
-216,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,163,864.27",0.00%
-217,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,295,043.20",0.00%
-218,478,Performing arts companies,"$40,958,746,144.37","$846,110.42",0.00%
-219,145,Support activities for printing,"$3,010,426,339.58","$62,130.43",0.00%
-220,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$8,927,656.87",0.00%
-221,146,Petroleum refineries,"$685,338,713,966.20","$14,053,582.34",0.00%
-222,424,Other financial investment activities,"$568,453,393,226.55","$11,639,680.03",0.00%
-223,505,Business and professional associations,"$73,615,227,688.04","$1,484,920.36",0.00%
-224,10,All other crop farming,"$22,224,392,154.07","$447,432.17",0.00%
-225,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$80,939.39",0.00%
-226,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$159,844.09",0.00%
-227,493,All other food and drinking places,"$276,447,241,992.94","$5,512,713.53",0.00%
-228,495,Car washes,"$35,373,724,638.09","$705,266.75",0.00%
-229,461,Waste management and remediation services,"$177,999,302,351.73","$3,544,693.49",0.00%
-230,44,"Water, sewage and other systems","$20,702,504,339.27","$411,815.74",0.00%
-231,490,Other accommodations,"$16,436,225,502.96","$325,686.98",0.00%
-232,491,Full-service restaurants,"$600,936,370,418.40","$11,892,517.19",0.00%
-233,510,Other federal government enterprises,"$6,854,090,185.53","$135,593.00",0.00%
-234,426,"Insurance carriers, except direct life","$763,623,938,208.92","$15,000,087.70",0.00%
-235,459,Landscape and horticultural services,"$165,786,078,305.71","$3,248,954.13",0.00%
-236,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$513,192.44",0.00%
-237,513,Other state government enterprises,"$26,495,170,772.45","$514,829.56",0.00%
-238,63,Wet corn milling,"$38,891,507,770.56","$755,052.21",0.00%
-239,516,Other local government enterprises,"$353,931,726,040.53","$6,870,601.07",0.00%
-240,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,441,715.01",0.00%
-241,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$307,731.78",0.00%
-242,487,Fitness and recreational sports centers,"$40,757,208,080.88","$786,402.69",0.00%
-243,462,Elementary and secondary schools,"$74,365,925,030.62","$1,429,702.10",0.00%
-244,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,403,390.74",0.00%
-245,476,Child day care services,"$86,623,931,960.28","$1,662,545.00",0.00%
-246,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,440,079.55",0.00%
-247,507,Private households,"$27,265,934,911.83","$521,207.86",0.00%
-248,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$661,757.28",0.00%
-249,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$991,298.52",0.00%
-250,475,Individual and family services,"$197,385,106,011.81","$3,757,714.38",0.00%
-251,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,168,255.86",0.00%
-252,503,Religious organizations,"$160,924,588,099.97","$3,053,906.52",0.00%
-253,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$180,080.43",0.00%
-254,472,Hospitals,"$1,246,642,306,210.30","$23,614,275.44",0.00%
-255,480,Racing and Track Operation,"$2,466,251,193.93","$46,535.90",0.00%
-256,431,Owner-occupied housing,"$2,353,458,000,000.00","$44,187,746.97",0.00%
-257,492,Limited-service restaurants,"$662,772,350,208.32","$12,424,287.80",0.00%
-258,488,Bowling centers,"$4,651,609,193.39","$86,868.18",0.00%
-259,464,Other educational services,"$150,226,479,511.36","$2,801,189.27",0.00%
-260,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$242,566.08",0.00%
-261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$393,064.54",0.00%
-262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,461,130.56",0.00%
-263,471,Other ambulatory health care services,"$53,046,213,789.29","$985,445.77",0.00%
-264,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$476,915.41",0.00%
-265,394,Retail - General merchandise stores,"$308,393,207,557.39","$5,704,021.96",0.00%
-266,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,813,006.19",0.00%
-267,502,Other personal services,"$133,455,503,992.02","$2,458,766.81",0.00%
-268,499,Personal care services,"$99,129,280,065.60","$1,821,192.75",0.00%
-269,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$458,555.63",0.00%
-270,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$997,645.32",0.00%
-271,389,Retail - Food and beverage stores,"$340,025,954,447.09","$6,214,616.28",0.00%
-272,184,Plastics bottle manufacturing,"$20,649,244,775.09","$375,167.45",0.00%
-273,466,Offices of dentists,"$187,241,521,354.72","$3,394,425.02",0.00%
-274,425,Direct life insurance carriers,"$118,798,771,122.27","$2,151,429.52",0.00%
-275,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,120,831.80",0.00%
-276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,691,891.81",0.00%
-277,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,346,183.05",0.00%
-278,410,Software publishers,"$481,752,923,538.80","$8,695,875.70",0.00%
-279,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$746,415.84",0.00%
-280,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,335,212.94",0.00%
-281,465,Offices of physicians,"$710,425,690,758.33","$12,782,861.19",0.00%
-282,396,Air transportation,"$328,394,890,891.02","$5,896,617.49",0.00%
-283,467,Offices of other health practitioners,"$173,037,357,927.83","$3,104,911.54",0.00%
-284,401,Pipeline transportation,"$77,957,430,742.25","$1,396,802.26",0.00%
-285,102,Wineries,"$27,858,635,866.29","$499,082.69",0.00%
-286,390,Retail - Health and personal care stores,"$203,751,544,401.25","$3,648,355.10",0.00%
-287,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,289,098.54",0.00%
-288,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,556,866.93",0.00%
-289,506,Labor and civic organizations,"$81,538,720,493.49","$1,456,694.10",0.00%
-290,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,587,177.60",0.00%
-291,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,440,597.34",0.00%
-292,468,Outpatient care centers,"$254,994,924,915.48","$4,509,515.84",0.00%
-293,470,Home health care services,"$148,884,219,821.65","$2,628,675.13",0.00%
-294,143,All other converted paper product manufacturing,"$7,484,025,289.68","$131,693.85",0.00%
-295,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$387,211.14",0.00%
-296,58,Dog and cat food manufacturing,"$42,027,131,811.09","$733,073.99",0.00%
-297,65,Fats and oils refining and blending,"$27,186,577,576.39","$474,152.06",0.00%
-298,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$282,217.49",0.00%
-299,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,776,120.66",0.00%
-300,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$687,615.96",0.00%
-301,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$74,295.84",0.00%
-302,484,Amusement parks and arcades,"$27,154,350,236.67","$470,886.33",0.00%
-303,292,Other communications equipment manufacturing,"$8,476,374,888.63","$145,014.43",0.00%
-304,398,Water transportation,"$76,976,695,291.27","$1,312,116.39",0.00%
-305,514,Local government passenger transit,"$14,082,847,680.82","$239,633.22",0.00%
-306,511,State government passenger transit,"$1,585,108,785.26","$26,972.15",0.00%
-307,93,Other snack food manufacturing,"$38,904,968,131.82","$661,671.30",0.00%
-308,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,297,541.62",0.00%
-309,101,Breweries,"$37,340,990,790.38","$632,969.89",0.00%
-310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,509,995.33",0.00%
-311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,367,528.87",0.00%
-312,103,Distilleries,"$24,706,251,736.01","$414,719.24",0.00%
-313,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$63,015.72",0.00%
-314,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$542,257.48",0.00%
-315,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,453,363.47",0.00%
-316,108,Nonwoven fabric mills,"$8,073,560,162.60","$135,002.23",0.00%
-317,91,Tortilla manufacturing,"$6,637,815,191.50","$109,332.58",0.00%
-318,171,Surface active agent manufacturing,"$7,929,977,473.13","$130,438.09",0.00%
-319,400,Transit and ground passenger transportation,"$169,895,344,811.88","$2,783,929.04",0.00%
-320,444,Management consulting services,"$314,984,356,065.88","$5,156,779.71",0.00%
-321,100,Manufactured ice,"$1,531,542,683.93","$25,067.68",0.00%
-322,73,Frozen specialties manufacturing,"$29,906,861,739.21","$489,088.15",0.00%
-323,449,Veterinary services,"$71,596,357,121.77","$1,169,745.02",0.00%
-324,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$4,580,674.91",0.00%
-325,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$221,228.11",0.00%
-326,67,Beet sugar manufacturing,"$4,964,816,518.93","$80,808.98",0.00%
-327,193,Glass container manufacturing,"$6,929,253,311.43","$112,694.16",0.00%
-328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$323,920.61",0.00%
-329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,245,962.68",0.00%
-330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$215,939.57",0.00%
-331,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$94,794.12",0.00%
-332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$235,944.49",0.00%
-333,3,Vegetable and melon farming,"$30,885,272,746.48","$496,940.51",0.00%
-334,363,Dental laboratories,"$6,071,164,155.13","$97,632.97",0.00%
-335,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$228,285.66",0.00%
-336,60,Flour milling,"$24,410,235,377.89","$391,429.16",0.00%
-337,106,Broadwoven fabric mills,"$6,004,476,568.14","$96,224.92",0.00%
-338,429,Other real estate,"$2,063,772,881,991.79","$33,019,345.00",0.00%
-339,111,Fabric coating mills,"$2,941,340,275.34","$47,059.45",0.00%
-340,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$456,488.98",0.00%
-341,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$83,726.86",0.00%
-342,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$214,430.75",0.00%
-343,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$496,780.54",0.00%
-344,62,Malt manufacturing,"$1,609,185,168.11","$25,525.39",0.00%
-345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$266,771.22",0.00%
-346,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$109,768.18",0.00%
-347,409,Greeting card publishing,"$620,260,994.43","$9,729.21",0.00%
-348,68,Sugar cane mills and refining,"$9,295,080,877.39","$145,334.21",0.00%
-349,83,Poultry processing,"$105,186,301,944.41","$1,636,896.87",0.00%
-350,415,Wired telecommunications carriers,"$312,303,330,075.70","$4,858,587.46",0.00%
-351,328,Motor home manufacturing,"$8,213,805,405.62","$127,685.53",0.00%
-352,434,Video tape and disc rental,"$2,056,888,651.68","$31,910.72",0.00%
-353,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$100,175.13",0.00%
-354,59,Other animal food manufacturing,"$65,579,824,303.67","$1,011,198.67",0.00%
-355,98,All other food manufacturing,"$57,495,650,042.31","$878,549.60",0.00%
-356,18,Commercial hunting and trapping,"$1,457,086,312.35","$22,223.17",0.00%
-357,500,Death care services,"$21,907,750,073.48","$333,719.56",0.00%
-358,113,Curtain and linen mills,"$2,979,017,369.60","$45,360.76",0.00%
-359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$110,237.15",0.00%
-360,77,Cheese manufacturing,"$78,758,678,813.71","$1,195,267.83",0.00%
-361,412,Sound recording industries,"$31,525,668,537.03","$477,722.12",0.00%
-362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$354,905.95",0.00%
-363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$26,583.53",0.00%
-364,117,Apparel knitting mills,"$1,078,135,943.04","$16,273.47",0.00%
-365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$691,065.49",0.00%
-366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$3,786,407.70",0.00%
-367,13,Poultry and egg production,"$78,014,200,034.51","$1,172,244.27",0.00%
-368,97,Spice and extract manufacturing,"$19,373,537,300.45","$291,016.23",0.00%
-369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$310,448.56",0.00%
-370,12,Dairy cattle and milk production,"$55,960,191,839.82","$827,757.74",0.00%
-371,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$123,588.65",0.00%
-372,4,Fruit farming,"$27,048,229,916.23","$394,925.92",0.00%
-373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$191,887.04",0.00%
-374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$38,699.04",0.00%
-375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$218,895.84",0.00%
-376,473,Nursing and community care facilities,"$259,557,368,469.24","$3,750,645.52",0.00%
-377,79,Fluid milk manufacturing,"$58,670,165,867.62","$845,458.03",0.00%
-378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$57,312.14",0.00%
-379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$109,502.54",0.00%
-380,122,Footwear manufacturing,"$3,007,443,476.76","$43,002.98",0.00%
-381,344,Boat building,"$16,575,494,394.55","$236,807.20",0.00%
-382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$37,045.66",0.00%
-383,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$571,918.39",0.00%
-384,87,Seafood product preparation and packaging,"$18,709,695,060.42","$266,463.40",0.00%
-385,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$64,760.62",0.00%
-386,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$100,629.30",0.00%
-387,75,Canned specialties,"$12,228,701,977.18","$173,298.77",0.00%
-388,407,Book publishers,"$38,981,960,284.47","$547,194.50",0.00%
-389,80,Creamery butter manufacturing,"$9,920,387,946.25","$138,953.71",0.00%
-390,114,Textile bag and canvas mills,"$5,249,055,341.28","$72,953.01",0.00%
-391,20,Oil and gas extraction,"$440,054,943,164.76","$6,115,489.99",0.00%
-392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$82,311.50",0.00%
-393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$527,538.77",0.00%
-394,85,Meat processed from carcasses,"$97,119,832,558.67","$1,335,676.34",0.00%
-395,104,Tobacco manufacturing,"$54,449,721,766.50","$747,723.06",0.00%
-396,2,Grain farming,"$92,515,635,807.06","$1,268,748.35",0.00%
-397,298,Electronic connector manufacturing,"$10,285,711,165.08","$140,876.89",0.00%
-398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$146,714.26",0.00%
-399,430,Tenant-occupied housing,"$685,796,968,030.48","$9,301,814.39",0.00%
-400,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$102,498.85",0.00%
-401,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$411,883.45",0.00%
-402,357,Mattress manufacturing,"$9,419,270,908.18","$125,940.74",0.00%
-403,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$222,306.30",0.00%
-404,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,663,953.64",0.00%
-405,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$158,602.17",0.00%
-406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,620,393.05",0.00%
-407,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$191,366.03",0.00%
-408,411,Motion picture and video industries,"$175,387,116,345.71","$2,258,624.79",0.00%
-409,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$205,781.36",0.00%
-410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$239,316.90",0.00%
-411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$145,594.68",0.00%
-412,61,Rice milling,"$4,898,466,736.87","$60,770.83",0.00%
-413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$91,549.12",0.00%
-414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$257,240.81",0.00%
-415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$39,928.42",0.00%
-416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$447,675.26",0.00%
-417,318,Battery manufacturing,"$39,581,382,532.18","$471,126.85",0.00%
-418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$179,650.32",0.00%
-419,439,"Architectural, engineering, and related services","$491,156,469,463.54","$5,798,059.31",0.00%
-420,141,Stationery product manufacturing,"$6,277,104,685.19","$72,923.71",0.00%
-421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$303,604.49",0.00%
-422,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$31,437.18",0.00%
-423,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$352,854.69",0.00%
-424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$25,935.46",0.00%
-425,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$617,597.98",0.00%
-426,1,Oilseed farming,"$49,937,187,262.22","$540,263.88",0.00%
-427,17,Commercial fishing,"$6,396,190,709.37","$68,155.54",0.00%
-428,136,Pulp mills,"$4,388,558,617.42","$46,146.86",0.00%
-429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$543,865.47",0.00%
-430,441,Custom computer programming services,"$369,576,048,122.11","$3,769,842.11",0.00%
-431,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$377,536.86",0.00%
-432,373,Burial casket manufacturing,"$823,043,789.50","$8,157.24",0.00%
-433,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,439.95",0.00%
-434,442,Computer systems design services,"$372,342,526,925.07","$3,599,927.77",0.00%
-435,358,Blind and shade manufacturing,"$2,260,551,655.48","$21,830.30",0.00%
-436,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$11,597.18",0.00%
-437,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$196,170.45",0.00%
-438,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$118,016.43",0.00%
-439,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$158,222.70",0.00%
-440,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$208,234.07",0.00%
-441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$72,413.36",0.00%
-442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$12,172.17",0.00%
-443,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$362,444.45",0.00%
-444,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$90,847.94",0.00%
-445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$116,874.33",0.00%
-446,313,Major household appliance manufacturing,"$31,013,443,561.11","$241,492.24",0.00%
-447,5,Tree nut farming,"$10,840,952,356.98","$83,729.96",0.00%
-448,265,Industrial mold manufacturing,"$7,530,247,856.23","$56,326.96",0.00%
-449,112,Carpet and rug mills,"$11,693,395,459.88","$86,398.92",0.00%
-450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$106,675.10",0.00%
-451,287,Electronic computer manufacturing,"$59,399,365,371.42","$405,294.58",0.00%
-452,8,Cotton farming,"$5,875,423,327.42","$38,759.91",0.00%
-453,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$27,761.02",0.00%
-454,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$35,186.84",0.00%
-455,368,Sign manufacturing,"$16,164,025,409.21","$99,216.40",0.00%
-456,370,Musical instrument manufacturing,"$2,442,378,807.18","$14,485.07",0.00%
-457,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,846.50",0.00%
-458,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$52,044.15",0.00%
-459,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$37,892.87",0.00%
-460,334,Motor vehicle metal stamping,"$37,315,706,996.08","$215,849.04",0.00%
-461,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$84,251.18",0.00%
-462,268,Machine tool manufacturing,"$14,689,449,094.47","$82,858.20",0.00%
-463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$85,422.65",0.00%
-464,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$34,843.62",0.00%
-465,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$18,100.72",0.00%
-466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$63,008.03",0.00%
-467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$168,611.44",0.00%
-468,446,Scientific research and development services,"$1,205,188,770,353.59","$4,669,107.49",0.00%
-469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,396.91",0.00%
-470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$69,554.90",0.00%
-471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$24,847.45",0.00%
-472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$31,792.55",0.00%
-473,7,Tobacco farming,"$938,019,405.97","$2,992.79",0.00%
-474,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$31,545.77",0.00%
-475,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$173,654.46",0.00%
-476,288,Computer storage device manufacturing,"$9,130,764,626.37","$25,672.48",0.00%
-477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$69,849.70",0.00%
-478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,315,685.42",0.00%
-479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$61,578.95",0.00%
-480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$11,370.46",0.00%
-481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$11,035.66",0.00%
-482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$18,930.12",0.00%
-483,258,Food product machinery manufacturing,"$8,325,550,800.97","$14,139.75",0.00%
-484,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$65,417.53",0.00%
-485,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$51,868.55",0.00%
-486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$28,370.67",0.00%
-487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$42,035.75",0.00%
-488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$21,713.05",0.00%
-489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$74,426.42",0.00%
-490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$39,461.36",0.00%
-491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,433.76",0.00%
-492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$5,049.98",0.00%
-493,343,Ship building and repairing,"$36,749,502,389.40","$37,906.73",0.00%
-494,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$37,724.07",0.00%
-495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$39,245.04",0.00%
-496,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$4,801.72",0.00%
-497,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$15,490.54",0.00%
-498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$7,478.52",0.00%
-499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$10,265.06",0.00%
-500,31,Support activities for oil and gas operations,"$91,409,573,478.95","$41,053.26",0.00%
-501,337,Aircraft manufacturing,"$153,008,468,478.69","$67,988.29",0.00%
-502,33,Other nonmetallic minerals services,"$3,066,411,048.87","$1,302.42",0.00%
-503,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$25,373.09",0.00%
-504,327,Truck trailer manufacturing,"$18,669,883,339.14","$3,638.71",0.00%
-505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$2,046.79",0.00%
-506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,344.46",0.00%
-507,30,Drilling oil and gas wells,"$11,827,333,275.53",$250.86,0.00%
-508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
-509,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-510,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-511,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
-512,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-513,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
-514,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
-515,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
-516,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
-517,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
-518,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-519,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
-520,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
-521,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
-522,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
-523,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
-524,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
-525,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
-526,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
-527,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
-528,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,539,914.02",0.06%
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$11,086,821.30",0.05%
+11,174,Explosives manufacturing,"$3,336,015,892.42","$1,573,144.45",0.05%
+12,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,350,646.91",0.04%
+13,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,301,061.18",0.04%
+14,221,Custom roll forming,"$3,403,758,221.65","$1,030,758.29",0.03%
+15,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,293,485.02",0.03%
+16,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,991,507.25",0.03%
+17,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,099,129.83",0.03%
+18,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$38,174,112.89",0.03%
+19,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,926,498.11",0.03%
+20,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,321,841.80",0.02%
+21,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,614,803.78",0.02%
+22,23,Iron ore mining,"$4,242,665,589.12","$861,113.91",0.02%
+23,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,009,428.53",0.02%
+24,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,945,286.26",0.02%
+25,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$941,608.96",0.02%
+26,241,Metal heat treating,"$6,751,197,386.48","$1,204,956.36",0.02%
+27,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,182,239.51",0.02%
+28,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,627,527.34",0.02%
+29,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,243,837.11",0.02%
+30,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,168,713.57",0.02%
+31,239,Machine shops,"$58,418,188,845.25","$9,010,813.91",0.02%
+32,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,756,288.02",0.02%
+33,198,Concrete pipe manufacturing,"$4,124,714,176.94","$619,918.00",0.02%
+34,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,092,545.54",0.01%
+35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$38,489,185.36",0.01%
+36,235,Metal cans manufacturing,"$27,208,678,262.97","$3,808,141.99",0.01%
+37,229,Plate work manufacturing,"$15,417,788,320.32","$2,124,516.18",0.01%
+38,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$811,243.54",0.01%
+39,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,886,543.57",0.01%
+40,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,786,356.43",0.01%
+41,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,717,148.57",0.01%
+42,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,446,105.42",0.01%
+43,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$2,005,895.32",0.01%
+44,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,751,308.77",0.01%
+45,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,736,871.37",0.01%
+46,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$794,312.50",0.01%
+47,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,308,754.66",0.01%
+48,109,Knit fabric mills,"$1,209,761,149.04","$110,808.63",0.01%
+49,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,615,526.68",0.01%
+50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$1,062,524.04",0.01%
+51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$565,151.52",0.01%
+52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$945,630.33",0.01%
+53,210,Steel wire drawing,"$6,965,034,108.99","$563,067.55",0.01%
+54,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$565,370.05",0.01%
+55,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$2,094,516.75",0.01%
+56,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$567,075.71",0.01%
+57,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,615,000.09",0.01%
+58,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$34,365,140.31",0.01%
+59,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,159,957.22",0.01%
+60,200,Lime manufacturing,"$3,411,426,132.51","$239,637.24",0.01%
+61,311,Lighting fixture manufacturing,"$13,551,146,025.36","$947,606.10",0.01%
+62,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,009,959.53",0.01%
+63,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$14,296,121.88",0.01%
+64,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$103,901.20",0.01%
+65,201,Gypsum product manufacturing,"$10,849,873,573.69","$731,126.45",0.01%
+66,397,Rail transportation,"$92,013,918,170.42","$6,138,656.79",0.01%
+67,460,Other support services,"$93,493,521,065.46","$6,069,569.06",0.01%
+68,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,084,370.93",0.01%
+69,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$489,288.83",0.01%
+70,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$584,385.17",0.01%
+71,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,524,860.29",0.01%
+72,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,424,875.13",0.01%
+73,226,Handtool manufacturing,"$9,269,806,810.85","$574,096.70",0.01%
+74,188,Other rubber product manufacturing,"$18,947,852,104.12","$1,150,010.55",0.01%
+75,26,Stone mining and quarrying,"$22,604,707,721.04","$1,360,943.30",0.01%
+76,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$2,054,873.17",0.01%
+77,195,Cement manufacturing,"$16,124,794,202.42","$930,901.16",0.01%
+78,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$284,822.59",0.01%
+79,138,Paperboard mills,"$37,769,326,092.36","$2,101,785.10",0.01%
+80,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$9,060,854.90",0.01%
+81,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$736,766.34",0.01%
+82,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,656,513.47",0.01%
+83,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,320,139.01",0.01%
+84,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$3,059,956.68",0.01%
+85,451,Management of companies and enterprises,"$819,034,418,120.62","$42,493,896.75",0.01%
+86,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$375,812.57",0.01%
+87,131,"Other millwork, including flooring","$11,872,958,758.31","$608,801.34",0.01%
+88,186,Tire manufacturing,"$25,656,100,926.70","$1,291,065.66",0.01%
+89,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$17,043,715.27",0.00%
+90,32,Metal mining services,"$2,048,448,774.82","$101,259.84",0.00%
+91,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$545,083.92",0.00%
+92,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$427,303.04",0.00%
+93,125,Wood preservation,"$12,385,421,188.04","$580,781.27",0.00%
+94,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$57,143.41",0.00%
+95,161,Fertilizer mixing,"$6,609,942,413.23","$305,642.12",0.00%
+96,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$445,256.45",0.00%
+97,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,408,862.83",0.00%
+98,16,Commercial logging,"$9,708,016,677.17","$446,097.49",0.00%
+99,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$421,857.89",0.00%
+100,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,316,026.27",0.00%
+101,124,Sawmills,"$42,023,969,480.44","$1,896,930.12",0.00%
+102,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$512,681.03",0.00%
+103,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$394,724.50",0.00%
+104,27,Sand and gravel mining,"$15,322,656,295.20","$681,892.09",0.00%
+105,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$829,659.46",0.00%
+106,129,Wood windows and door manufacturing,"$22,029,620,673.99","$978,933.40",0.00%
+107,24,Gold ore and silver ore mining,"$14,012,282,637.55","$619,002.42",0.00%
+108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$244,330.85",0.00%
+109,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,199,656.35",0.00%
+110,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$2,103,646.63",0.00%
+111,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,606,851.36",0.00%
+112,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,085,400.35",0.00%
+113,455,Business support services,"$98,531,422,147.59","$4,114,795.15",0.00%
+114,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$428,107.64",0.00%
+115,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$349,495.36",0.00%
+116,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$358,052.28",0.00%
+117,299,Other electronic component manufacturing,"$20,043,941,097.34","$825,465.37",0.00%
+118,399,Truck transportation,"$517,459,714,328.88","$20,712,933.33",0.00%
+119,457,Investigation and security services,"$87,760,959,501.87","$3,502,886.33",0.00%
+120,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$670,095.24",0.00%
+121,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$739,360.96",0.00%
+122,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$609,495.64",0.00%
+123,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$2,013,127.67",0.00%
+124,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$210,415.31",0.00%
+125,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$510,738.98",0.00%
+126,509,Federal electric utilities,"$15,278,393,331.48","$578,256.25",0.00%
+127,515,Local government electric utilities,"$63,242,600,402.80","$2,383,235.30",0.00%
+128,512,State government electric utilities,"$2,138,213,300.81","$80,501.66",0.00%
+129,25,Other metal ore mining,"$4,177,930,861.03","$156,907.67",0.00%
+130,454,Employment services,"$472,021,118,180.87","$17,721,226.63",0.00%
+131,41,Electric power generation - All other,"$598,610,063.76","$22,460.57",0.00%
+132,39,Electric power generation - Geothermal,"$1,089,212,605.47","$40,868.57",0.00%
+133,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,823,537.69",0.00%
+134,38,Electric power generation - Wind,"$31,436,960,621.21","$1,179,552.62",0.00%
+135,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$418,372.67",0.00%
+136,40,Electric power generation - Biomass,"$3,248,354,871.06","$121,882.19",0.00%
+137,37,Electric power generation - Solar,"$15,183,687,778.59","$569,710.25",0.00%
+138,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$6,004,834.58",0.00%
+139,42,Electric power transmission and distribution,"$454,802,637,163.46","$17,048,635.59",0.00%
+140,508,Postal service,"$82,216,438,935.22","$3,075,212.99",0.00%
+141,237,Hardware manufacturing,"$11,360,442,824.27","$414,007.87",0.00%
+142,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$2,979,463.77",0.00%
+143,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$9,413,372.81",0.00%
+144,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$91,874.96",0.00%
+145,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$938,272.20",0.00%
+146,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$213,050.77",0.00%
+147,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,621,313.93",0.00%
+148,403,Couriers and messengers,"$147,389,575,412.04","$5,112,129.31",0.00%
+149,404,Warehousing and storage,"$196,283,203,045.69","$6,800,782.41",0.00%
+150,191,Flat glass manufacturing,"$5,646,246,245.84","$194,440.63",0.00%
+151,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$326,081.79",0.00%
+152,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$208,189.83",0.00%
+153,440,Specialized design services,"$61,729,364,047.76","$2,025,125.13",0.00%
+154,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$162,081.05",0.00%
+155,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$3,412,397.39",0.00%
+156,453,Facilities support services,"$38,362,646,138.12","$1,221,900.08",0.00%
+157,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$116,092.37",0.00%
+158,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$10,554,688.09",0.00%
+159,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$173,378.97",0.00%
+160,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$7,082,885.35",0.00%
+161,173,Printing ink manufacturing,"$4,197,932,161.56","$126,825.05",0.00%
+162,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$661,946.08",0.00%
+163,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$6,750,043.70",0.00%
+164,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,083,073.14",0.00%
+165,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,131,401.95",0.00%
+166,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$7,242,597.45",0.00%
+167,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$458,469.51",0.00%
+168,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$489,562.34",0.00%
+169,151,Petrochemical manufacturing,"$213,898,809,710.92","$5,965,560.73",0.00%
+170,447,"Advertising, public relations, and related services","$221,366,844,538.02","$6,149,842.41",0.00%
+171,116,Other textile product mills,"$5,849,355,190.48","$161,918.54",0.00%
+172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$16,144,408.19",0.00%
+173,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$4,311,748.69",0.00%
+174,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$830,686.39",0.00%
+175,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$378,231.68",0.00%
+176,43,Natural gas distribution,"$112,805,479,068.56","$3,063,086.84",0.00%
+177,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,752,024.01",0.00%
+178,205,Mineral wool manufacturing,"$10,606,371,397.91","$287,219.93",0.00%
+179,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$10,876,929.06",0.00%
+180,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$206,329.76",0.00%
+181,168,Adhesive manufacturing,"$19,417,045,098.31","$520,914.70",0.00%
+182,137,Paper mills,"$44,700,830,052.02","$1,188,419.67",0.00%
+183,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,675,518.33",0.00%
+184,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,473,346.07",0.00%
+185,321,Wiring device manufacturing,"$23,088,452,099.69","$602,788.61",0.00%
+186,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,102,172.97",0.00%
+187,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$9,576,354.09",0.00%
+188,458,Services to buildings,"$184,887,389,840.19","$4,809,274.86",0.00%
+189,424,Other financial investment activities,"$568,453,393,226.55","$14,737,877.37",0.00%
+190,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$5,757,258.78",0.00%
+191,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$97,356.78",0.00%
+192,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$7,156,400.98",0.00%
+193,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$331,502.12",0.00%
+194,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$3,334,000.09",0.00%
+195,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$10,544,817.61",0.00%
+196,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$12,520,345.32",0.00%
+197,413,Radio and television broadcasting,"$126,652,960,389.18","$3,151,205.52",0.00%
+198,437,Legal services,"$482,145,097,198.44","$11,946,552.25",0.00%
+199,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$26,034,088.50",0.00%
+200,146,Petroleum refineries,"$685,338,713,966.20","$16,841,150.65",0.00%
+201,448,Photographic services,"$18,611,681,469.69","$453,398.55",0.00%
+202,456,Travel arrangement and reservation services,"$92,038,956,694.17","$2,233,444.16",0.00%
+203,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$194,492.09",0.00%
+204,452,Office administrative services,"$100,789,973,631.90","$2,412,548.69",0.00%
+205,110,Textile and fabric finishing mills,"$5,488,614,083.97","$130,490.56",0.00%
+206,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$27,938.98",0.00%
+207,144,Printing,"$93,711,787,715.49","$2,211,848.18",0.00%
+208,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$7,060,965.97",0.00%
+209,406,Periodical publishers,"$28,726,880,599.05","$666,943.08",0.00%
+210,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,806,666.01",0.00%
+211,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$5,980,944.93",0.00%
+212,418,"Data processing, hosting, and related services","$490,713,862,620.46","$11,305,994.54",0.00%
+213,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$7,103,668.11",0.00%
+214,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$2,075,314.89",0.00%
+215,405,Newspaper publishers,"$23,494,267,330.25","$536,051.92",0.00%
+216,145,Support activities for printing,"$3,010,426,339.58","$68,163.87",0.00%
+217,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$117,705.77",0.00%
+218,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,356,071.80",0.00%
+219,414,Cable and other subscription programming,"$129,841,466,724.49","$2,922,448.46",0.00%
+220,478,Performing arts companies,"$40,958,746,144.37","$921,041.20",0.00%
+221,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$9,702,691.70",0.00%
+222,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,399,481.13",0.00%
+223,505,Business and professional associations,"$73,615,227,688.04","$1,643,678.40",0.00%
+224,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$989,942.78",0.00%
+225,10,All other crop farming,"$22,224,392,154.07","$490,862.92",0.00%
+226,510,Other federal government enterprises,"$6,854,090,185.53","$151,350.92",0.00%
+227,459,Landscape and horticultural services,"$165,786,078,305.71","$3,643,425.86",0.00%
+228,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$174,271.16",0.00%
+229,461,Waste management and remediation services,"$177,999,302,351.73","$3,869,203.60",0.00%
+230,493,All other food and drinking places,"$276,447,241,992.94","$5,976,063.35",0.00%
+231,495,Car washes,"$35,373,724,638.09","$760,772.38",0.00%
+232,491,Full-service restaurants,"$600,936,370,418.40","$12,894,377.29",0.00%
+233,401,Pipeline transportation,"$77,957,430,742.25","$1,671,310.09",0.00%
+234,490,Other accommodations,"$16,436,225,502.96","$352,328.78",0.00%
+235,44,"Water, sewage and other systems","$20,702,504,339.27","$442,132.51",0.00%
+236,426,"Insurance carriers, except direct life","$763,623,938,208.92","$16,303,141.26",0.00%
+237,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$554,801.38",0.00%
+238,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,656,156.21",0.00%
+239,513,Other state government enterprises,"$26,495,170,772.45","$555,457.96",0.00%
+240,516,Other local government enterprises,"$353,931,726,040.53","$7,410,406.42",0.00%
+241,487,Fitness and recreational sports centers,"$40,757,208,080.88","$850,931.65",0.00%
+242,63,Wet corn milling,"$38,891,507,770.56","$810,357.86",0.00%
+243,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$83,785.54",0.00%
+244,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,522,252.32",0.00%
+245,462,Elementary and secondary schools,"$74,365,925,030.62","$1,548,551.81",0.00%
+246,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,083,126.42",0.00%
+247,476,Child day care services,"$86,623,931,960.28","$1,800,511.73",0.00%
+248,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,559,636.93",0.00%
+249,507,Private households,"$27,265,934,911.83","$564,544.09",0.00%
+250,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,348,308.17",0.00%
+251,475,Individual and family services,"$197,385,106,011.81","$4,069,688.42",0.00%
+252,503,Religious organizations,"$160,924,588,099.97","$3,307,390.16",0.00%
+253,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$711,907.51",0.00%
+254,472,Hospitals,"$1,246,642,306,210.30","$25,569,227.68",0.00%
+255,480,Racing and Track Operation,"$2,466,251,193.93","$50,398.51",0.00%
+256,431,Owner-occupied housing,"$2,353,458,000,000.00","$47,850,372.79",0.00%
+257,492,Limited-service restaurants,"$662,772,350,208.32","$13,446,773.31",0.00%
+258,488,Bowling centers,"$4,651,609,193.39","$94,086.00",0.00%
+259,464,Other educational services,"$150,226,479,511.36","$3,034,047.88",0.00%
+260,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$425,636.84",0.00%
+261,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,748,260.44",0.00%
+262,471,Other ambulatory health care services,"$53,046,213,789.29","$1,066,805.18",0.00%
+263,394,Retail - General merchandise stores,"$308,393,207,557.39","$6,185,091.42",0.00%
+264,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,962,676.73",0.00%
+265,398,Water transportation,"$76,976,695,291.27","$1,539,692.89",0.00%
+266,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,783,048.10",0.00%
+267,502,Other personal services,"$133,455,503,992.02","$2,663,358.14",0.00%
+268,499,Personal care services,"$99,129,280,065.60","$1,971,995.68",0.00%
+269,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$496,221.42",0.00%
+270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$6,735,630.58",0.00%
+271,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,075,076.19",0.00%
+272,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,221,849.74",0.00%
+273,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,842,972.41",0.00%
+274,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$505,362.12",0.00%
+275,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,552,760.65",0.00%
+276,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$312,529.22",0.00%
+277,466,Offices of dentists,"$187,241,521,354.72","$3,675,118.76",0.00%
+278,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$811,731.48",0.00%
+279,425,Direct life insurance carriers,"$118,798,771,122.27","$2,330,228.25",0.00%
+280,184,Plastics bottle manufacturing,"$20,649,244,775.09","$404,537.32",0.00%
+281,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,445,895.53",0.00%
+282,396,Air transportation,"$328,394,890,891.02","$6,402,316.97",0.00%
+283,465,Offices of physicians,"$710,425,690,758.33","$13,840,963.99",0.00%
+284,410,Software publishers,"$481,752,923,538.80","$9,365,485.14",0.00%
+285,467,Offices of other health practitioners,"$173,037,357,927.83","$3,362,231.55",0.00%
+286,390,Retail - Health and personal care stores,"$203,751,544,401.25","$3,958,800.77",0.00%
+287,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,858,421.54",0.00%
+288,102,Wineries,"$27,858,635,866.29","$540,622.19",0.00%
+289,506,Labor and civic organizations,"$81,538,720,493.49","$1,577,361.92",0.00%
+290,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,385,492.09",0.00%
+291,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,809,512.97",0.00%
+292,468,Outpatient care centers,"$254,994,924,915.48","$4,882,985.29",0.00%
+293,470,Home health care services,"$148,884,219,821.65","$2,846,235.32",0.00%
+294,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$180,992.14",0.00%
+295,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$308,338.09",0.00%
+296,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$420,438.31",0.00%
+297,65,Fats and oils refining and blending,"$27,186,577,576.39","$513,798.12",0.00%
+298,58,Dog and cat food manufacturing,"$42,027,131,811.09","$793,715.69",0.00%
+299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$746,430.36",0.00%
+300,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,922,568.16",0.00%
+301,143,All other converted paper product manufacturing,"$7,484,025,289.68","$141,049.32",0.00%
+302,484,Amusement parks and arcades,"$27,154,350,236.67","$510,409.40",0.00%
+303,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$586,163.70",0.00%
+304,514,Local government passenger transit,"$14,082,847,680.82","$260,846.23",0.00%
+305,511,State government passenger transit,"$1,585,108,785.26","$29,359.80",0.00%
+306,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$79,002.38",0.00%
+307,93,Other snack food manufacturing,"$38,904,968,131.82","$716,483.57",0.00%
+308,101,Breweries,"$37,340,990,790.38","$685,369.82",0.00%
+309,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,399,120.20",0.00%
+310,292,Other communications equipment manufacturing,"$8,476,374,888.63","$155,291.24",0.00%
+311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,480,664.03",0.00%
+312,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,873,995.08",0.00%
+313,103,Distilleries,"$24,706,251,736.01","$449,280.71",0.00%
+314,108,Nonwoven fabric mills,"$8,073,560,162.60","$146,484.66",0.00%
+315,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,573,189.45",0.00%
+316,444,Management consulting services,"$314,984,356,065.88","$5,702,625.43",0.00%
+317,91,Tortilla manufacturing,"$6,637,815,191.50","$118,380.64",0.00%
+318,400,Transit and ground passenger transportation,"$169,895,344,811.88","$3,028,065.45",0.00%
+319,100,Manufactured ice,"$1,531,542,683.93","$27,140.39",0.00%
+320,73,Frozen specialties manufacturing,"$29,906,861,739.21","$529,576.27",0.00%
+321,449,Veterinary services,"$71,596,357,121.77","$1,266,457.76",0.00%
+322,171,Surface active agent manufacturing,"$7,929,977,473.13","$140,193.91",0.00%
+323,193,Glass container manufacturing,"$6,929,253,311.43","$122,305.87",0.00%
+324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$239,517.45",0.00%
+325,67,Beet sugar manufacturing,"$4,964,816,518.93","$87,492.84",0.00%
+326,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$4,953,488.71",0.00%
+327,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$103,344.13",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$350,861.93",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,349,179.65",0.00%
+330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$233,790.96",0.00%
+331,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$500,565.91",0.00%
+332,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$65,656.36",0.00%
+333,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$255,432.95",0.00%
+334,3,Vegetable and melon farming,"$30,885,272,746.48","$538,054.39",0.00%
+335,363,Dental laboratories,"$6,071,164,155.13","$105,706.30",0.00%
+336,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$247,268.82",0.00%
+337,106,Broadwoven fabric mills,"$6,004,476,568.14","$104,338.47",0.00%
+338,60,Flour milling,"$24,410,235,377.89","$423,836.22",0.00%
+339,429,Other real estate,"$2,063,772,881,991.79","$35,750,915.53",0.00%
+340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$90,657.95",0.00%
+341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$232,157.99",0.00%
+342,62,Malt manufacturing,"$1,609,185,168.11","$27,640.06",0.00%
+343,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$288,820.17",0.00%
+344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$118,739.34",0.00%
+345,409,Greeting card publishing,"$620,260,994.43","$10,539.33",0.00%
+346,111,Fabric coating mills,"$2,941,340,275.34","$49,942.63",0.00%
+347,68,Sugar cane mills and refining,"$9,295,080,877.39","$157,351.60",0.00%
+348,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$545,924.18",0.00%
+349,83,Poultry processing,"$105,186,301,944.41","$1,772,468.25",0.00%
+350,328,Motor home manufacturing,"$8,213,805,405.62","$138,158.56",0.00%
+351,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$108,473.54",0.00%
+352,434,Video tape and disc rental,"$2,056,888,651.68","$34,552.08",0.00%
+353,415,Wired telecommunications carriers,"$312,303,330,075.70","$5,237,527.43",0.00%
+354,59,Other animal food manufacturing,"$65,579,824,303.67","$1,096,307.53",0.00%
+355,98,All other food manufacturing,"$57,495,650,042.31","$951,247.49",0.00%
+356,18,Commercial hunting and trapping,"$1,457,086,312.35","$24,060.32",0.00%
+357,20,Oil and gas extraction,"$440,054,943,164.76","$7,264,270.94",0.00%
+358,500,Death care services,"$21,907,750,073.48","$361,221.20",0.00%
+359,113,Curtain and linen mills,"$2,979,017,369.60","$49,093.26",0.00%
+360,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$119,351.01",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$518,180.66",0.00%
+362,77,Cheese manufacturing,"$78,758,678,813.71","$1,294,486.41",0.00%
+363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$28,861.84",0.00%
+364,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$384,427.49",0.00%
+365,117,Apparel knitting mills,"$1,078,135,943.04","$17,602.25",0.00%
+366,172,Toilet preparation manufacturing,"$45,913,297,452.17","$748,260.05",0.00%
+367,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$4,099,188.91",0.00%
+368,13,Poultry and egg production,"$78,014,200,034.51","$1,269,336.61",0.00%
+369,97,Spice and extract manufacturing,"$19,373,537,300.45","$315,155.23",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$896,547.49",0.00%
+371,4,Fruit farming,"$27,048,229,916.23","$427,661.86",0.00%
+372,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$207,889.90",0.00%
+373,118,Cut and sew apparel contractors,"$2,653,123,700.63","$41,924.25",0.00%
+374,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$328,706.17",0.00%
+375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$237,049.47",0.00%
+376,473,Nursing and community care facilities,"$259,557,368,469.24","$4,059,499.07",0.00%
+377,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$132,134.27",0.00%
+378,79,Fluid milk manufacturing,"$58,670,165,867.62","$915,580.68",0.00%
+379,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$62,320.68",0.00%
+380,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$118,515.34",0.00%
+381,344,Boat building,"$16,575,494,394.55","$256,700.21",0.00%
+382,122,Footwear manufacturing,"$3,007,443,476.76","$46,524.15",0.00%
+383,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$70,361.77",0.00%
+384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$619,602.55",0.00%
+385,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$40,035.07",0.00%
+386,87,Seafood product preparation and packaging,"$18,709,695,060.42","$288,597.81",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$187,653.71",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$593,243.96",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$150,531.93",0.00%
+390,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$107,360.02",0.00%
+391,114,Textile bag and canvas mills,"$5,249,055,341.28","$79,486.81",0.00%
+392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$88,976.74",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$571,302.54",0.00%
+394,85,Meat processed from carcasses,"$97,119,832,558.67","$1,446,099.59",0.00%
+395,104,Tobacco manufacturing,"$54,449,721,766.50","$809,238.02",0.00%
+396,2,Grain farming,"$92,515,635,807.06","$1,372,111.35",0.00%
+397,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$158,835.17",0.00%
+398,430,Tenant-occupied housing,"$685,796,968,030.48","$10,068,452.70",0.00%
+399,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$110,987.56",0.00%
+400,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$446,427.40",0.00%
+401,357,Mattress manufacturing,"$9,419,270,908.18","$136,239.99",0.00%
+402,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,802,012.85",0.00%
+403,298,Electronic connector manufacturing,"$10,285,711,165.08","$147,456.26",0.00%
+404,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,754,874.96",0.00%
+405,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$208,464.21",0.00%
+406,411,Motion picture and video industries,"$175,387,116,345.71","$2,441,435.88",0.00%
+407,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$259,774.93",0.00%
+408,439,"Architectural, engineering, and related services","$491,156,469,463.54","$6,743,144.49",0.00%
+409,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$227,997.03",0.00%
+410,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$157,694.30",0.00%
+411,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$218,931.09",0.00%
+412,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$761,518.82",0.00%
+413,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$162,298.11",0.00%
+414,61,Rice milling,"$4,898,466,736.87","$65,798.27",0.00%
+415,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$99,234.68",0.00%
+416,94,Coffee and tea manufacturing,"$20,863,690,975.72","$278,747.93",0.00%
+417,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$43,200.02",0.00%
+418,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$487,271.70",0.00%
+419,318,Battery manufacturing,"$39,581,382,532.18","$506,145.88",0.00%
+420,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$192,846.64",0.00%
+421,141,Stationery product manufacturing,"$6,277,104,685.19","$78,542.75",0.00%
+422,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$34,341.71",0.00%
+423,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$329,411.66",0.00%
+424,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$381,233.66",0.00%
+425,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$28,063.88",0.00%
+426,1,Oilseed farming,"$49,937,187,262.22","$582,626.03",0.00%
+427,17,Commercial fishing,"$6,396,190,709.37","$73,895.57",0.00%
+428,136,Pulp mills,"$4,388,558,617.42","$48,621.12",0.00%
+429,441,Custom computer programming services,"$369,576,048,122.11","$4,020,269.06",0.00%
+430,373,Burial casket manufacturing,"$823,043,789.50","$8,831.41",0.00%
+431,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$567,318.04",0.00%
+432,358,Blind and shade manufacturing,"$2,260,551,655.48","$23,610.43",0.00%
+433,442,Computer systems design services,"$372,342,526,925.07","$3,847,815.16",0.00%
+434,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$12,571.85",0.00%
+435,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$379,308.38",0.00%
+436,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$127,436.82",0.00%
+437,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$171,337.72",0.00%
+438,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,749.80",0.00%
+439,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$201,222.27",0.00%
+440,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$77,741.38",0.00%
+441,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$13,193.92",0.00%
+442,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$212,573.09",0.00%
+443,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$126,594.42",0.00%
+444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$382,324.86",0.00%
+445,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$92,737.30",0.00%
+446,5,Tree nut farming,"$10,840,952,356.98","$90,666.05",0.00%
+447,313,Major household appliance manufacturing,"$31,013,443,561.11","$258,899.87",0.00%
+448,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$35,096.09",0.00%
+449,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$115,615.57",0.00%
+450,265,Industrial mold manufacturing,"$7,530,247,856.23","$59,634.75",0.00%
+451,112,Carpet and rug mills,"$11,693,395,459.88","$91,711.03",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$41,419.83",0.00%
+453,287,Electronic computer manufacturing,"$59,399,365,371.42","$416,370.99",0.00%
+454,368,Sign manufacturing,"$16,164,025,409.21","$106,263.69",0.00%
+455,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$36,676.57",0.00%
+456,370,Musical instrument manufacturing,"$2,442,378,807.18","$15,714.90",0.00%
+457,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$91,186.90",0.00%
+458,334,Motor vehicle metal stamping,"$37,315,706,996.08","$228,102.28",0.00%
+459,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,901.08",0.00%
+460,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$38,118.02",0.00%
+461,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$52,167.45",0.00%
+462,268,Machine tool manufacturing,"$14,689,449,094.47","$84,430.86",0.00%
+463,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$39,048.02",0.00%
+464,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$92,084.70",0.00%
+465,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$19,877.26",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$66,088.07",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$181,689.36",0.00%
+468,446,Scientific research and development services,"$1,205,188,770,353.59","$5,162,366.41",0.00%
+469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,591.42",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$72,215.30",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$25,842.03",0.00%
+472,7,Tobacco farming,"$938,019,405.97","$3,240.20",0.00%
+473,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$33,655.48",0.00%
+474,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$35,121.26",0.00%
+475,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$187,129.15",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$27,509.33",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$72,185.63",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,423,670.60",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$66,660.34",0.00%
+480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$12,237.38",0.00%
+481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$11,768.34",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$20,078.59",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$14,837.07",0.00%
+484,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$56,195.09",0.00%
+485,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$44,263.73",0.00%
+486,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$65,927.61",0.00%
+487,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$29,111.46",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$22,103.64",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$77,617.75",0.00%
+490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$42,361.13",0.00%
+491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,644.88",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$5,316.38",0.00%
+493,343,Ship building and repairing,"$36,749,502,389.40","$43,927.55",0.00%
+494,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$40,747.54",0.00%
+495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$44,645.18",0.00%
+496,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$5,918.97",0.00%
+497,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$17,085.82",0.00%
+498,31,Support activities for oil and gas operations,"$91,409,573,478.95","$73,853.87",0.00%
+499,33,Other nonmetallic minerals services,"$3,066,411,048.87","$2,347.86",0.00%
+500,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$7,988.95",0.00%
+501,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$10,864.95",0.00%
+502,337,Aircraft manufacturing,"$153,008,468,478.69","$69,287.23",0.00%
+503,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$26,299.99",0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$3,971.79",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$2,199.88",0.00%
+506,30,Drilling oil and gas wells,"$11,827,333,275.53",$343.84,0.00%
+507,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,437.88",0.00%
+508,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+509,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+510,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+511,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+512,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+513,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+514,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+515,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+516,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+517,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+518,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+519,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
+520,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+521,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+522,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+523,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+524,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+525,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+526,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+527,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+528,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/US/US_2034/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/US/US_2034/occupation_impacts_table.csv
index 9c44271..4b6bcdf 100644
--- a/Model_Outputs/IMPLAN/US/US_2034/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/US/US_2034/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,149.39,141.43,"$24,830,818.77","$4,543,043.86","$29,373,862.63","331,582.55"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",42.52,40.79,"$9,190,448.62","$1,672,943.91","$10,863,392.53","91,268.04"
-11-3000,Operations Specialties Managers,104.93,101.57,"$21,621,588.55","$4,070,000.27","$25,691,588.83","225,415.60"
-11-9000,Other Management Occupations,181.19,173.10,"$19,098,376.36","$3,536,878.49","$22,635,254.85","388,259.08"
-13-1000,Business Operations Specialists,322.34,309.68,"$30,537,583.84","$5,586,232.74","$36,123,816.58","645,550.33"
-13-2000,Financial Specialists,98.18,94.79,"$12,637,952.30","$2,189,502.98","$14,827,455.29","196,636.23"
-15-1200,Computer Occupations,116.01,111.58,"$18,232,343.13","$3,126,900.86","$21,359,243.99","230,939.92"
-15-2000,Mathematical Science Occupations,9.93,9.58,"$1,632,182.55","$285,078.77","$1,917,261.32","19,670.33"
-17-1000,"Architects, Surveyors, and Cartographers",5.46,5.26,"$431,375.52","$72,623.18","$503,998.71","11,086.31"
-17-2000,Engineers,165.47,161.90,"$22,475,685.01","$4,646,708.16","$27,122,393.17","346,846.93"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",42.22,41.29,"$3,938,713.97","$821,650.95","$4,760,364.92","84,510.97"
-19-1000,Life Scientists,4.14,3.90,"$521,391.32","$96,138.43","$617,529.75","8,164.72"
-19-2000,Physical Scientists,3.59,3.48,"$505,264.64","$103,150.42","$608,415.06","7,221.82"
-19-3000,Social Scientists and Related Workers,2.04,1.88,"$225,402.43","$41,064.32","$266,466.76","3,724.57"
-19-4000,"Life, Physical, and Social Science Technicians",5.01,4.81,"$404,768.92","$85,373.90","$490,142.82","9,352.82"
-19-5000,Occupational Health and Safety Specialists and Technicians,12.87,12.46,"$1,007,596.49","$198,727.97","$1,206,324.45","26,221.62"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",28.82,25.91,"$1,693,955.23","$321,272.94","$2,015,228.17","50,229.12"
-21-2000,Religious Workers,13.67,11.84,"$645,377.26","$94,233.98","$739,611.24","27,003.40"
-23-1000,"Lawyers, Judges, and Related Workers",13.97,13.40,"$3,496,384.10","$594,143.94","$4,090,528.03","29,787.65"
-23-2000,Legal Support Workers,8.61,8.25,"$726,903.02","$122,285.01","$849,188.03","15,529.06"
-25-1000,Postsecondary Teachers,8.47,7.68,"$848,135.90","$189,999.63","$1,038,135.54","12,897.65"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",18.03,15.98,"$868,789.59","$173,983.93","$1,042,773.52","31,064.64"
-25-3000,Other Teachers and Instructors,12.03,10.76,"$492,730.66","$96,737.54","$589,468.21","15,544.50"
-25-4000,"Librarians, Curators, and Archivists",0.87,0.77,"$56,298.63","$10,348.70","$66,647.33","1,388.58"
-25-9000,Other Educational Instruction and Library Occupations,9.20,8.21,"$398,442.81","$77,791.15","$476,233.95","12,923.40"
-27-1000,Art and Design Workers,15.17,14.39,"$1,361,857.83","$236,466.73","$1,598,324.57","27,010.25"
-27-2000,"Entertainers and Performers, Sports and Related Workers",11.40,10.07,"$1,255,955.22","$218,598.74","$1,474,553.96","15,829.23"
-27-3000,Media and Communication Workers,14.03,13.20,"$1,610,970.16","$287,934.44","$1,898,904.60","25,754.63"
-27-4000,Media and Communication Equipment Workers,5.17,4.80,"$467,479.95","$83,441.92","$550,921.87","8,711.52"
-29-1000,Healthcare Diagnosing or Treating Practitioners,98.69,91.30,"$13,629,448.81","$2,681,568.04","$16,311,016.85","180,493.13"
-29-2000,Health Technologists and Technicians,48.58,44.65,"$3,110,620.05","$613,697.07","$3,724,317.12","86,360.52"
-29-9000,Other Healthcare Practitioners and Technical Occupations,1.96,1.82,"$159,912.91","$30,217.63","$190,130.54","3,680.74"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",94.04,84.29,"$3,079,532.79","$597,298.73","$3,676,831.52","146,429.68"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.26,2.99,"$161,320.95","$32,102.76","$193,423.71","4,900.01"
-31-9000,Other Healthcare Support Occupations,29.78,27.25,"$1,367,683.44","$260,249.44","$1,627,932.87","48,784.99"
-33-1000,Supervisors of Protective Service Workers,2.54,2.33,"$201,877.09","$36,970.52","$238,847.60","5,285.75"
-33-2000,Firefighting and Prevention Workers,1.36,1.25,"$70,641.10","$12,379.86","$83,020.97","3,404.35"
-33-3000,Law Enforcement Workers,0.55,0.50,"$37,121.88","$8,198.69","$45,320.57","1,213.31"
-33-9000,Other Protective Service Workers,46.64,42.74,"$2,255,677.05","$401,334.17","$2,657,011.22","78,187.59"
-35-1000,Supervisors of Food Preparation and Serving Workers,26.59,21.41,"$1,416,960.39","$203,591.58","$1,620,551.97","44,559.79"
-35-2000,Cooks and Food Preparation Workers,68.01,55.26,"$2,165,736.33","$319,568.84","$2,485,305.17","92,264.74"
-35-3000,Food and Beverage Serving Workers,139.81,112.47,"$3,791,101.52","$537,626.99","$4,328,728.51","153,475.23"
-35-9000,Other Food Preparation and Serving Related Workers,30.16,24.39,"$750,895.50","$106,798.15","$857,693.65","29,895.90"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.28,4.82,"$311,759.41","$54,088.66","$365,848.07","10,510.10"
-37-2000,Building Cleaning and Pest Control Workers,70.89,64.75,"$2,779,110.22","$494,415.98","$3,273,526.20","112,063.34"
-37-3000,Grounds Maintenance Workers,18.48,16.84,"$812,662.55","$142,751.16","$955,413.71","31,301.90"
-39-1000,Supervisors of Personal Care and Service Workers,3.66,3.20,"$228,078.45","$45,174.98","$273,253.43","6,375.03"
-39-2000,Animal Care and Service Workers,4.80,4.19,"$159,720.32","$24,336.52","$184,056.84","6,411.33"
-39-3000,Entertainment Attendants and Related Workers,11.30,9.74,"$356,559.47","$73,349.15","$429,908.62","12,332.70"
-39-4000,Funeral Service Workers,0.79,0.69,"$35,762.35","$5,136.04","$40,898.39","1,221.97"
-39-5000,Personal Appearance Workers,9.11,7.89,"$310,209.06","$46,044.02","$356,253.08","12,356.14"
-39-6000,"Baggage Porters, Bellhops, and Concierges",1.30,1.18,"$59,706.23","$10,222.56","$69,928.79","2,054.20"
-39-7000,Tour and Travel Guides,3.47,3.19,"$175,132.98","$31,562.35","$206,695.33","3,749.78"
-39-9000,Other Personal Care and Service Workers,22.20,19.22,"$610,294.76","$107,236.79","$717,531.56","25,874.61"
-41-1000,Supervisors of Sales Workers,28.80,26.03,"$2,361,980.57","$467,334.21","$2,829,314.78","57,003.49"
-41-2000,Retail Sales Workers,146.91,129.20,"$5,121,183.68","$1,060,681.23","$6,181,864.90","200,874.68"
-41-3000,"Sales Representatives, Services",55.33,52.84,"$5,867,258.88","$986,973.94","$6,854,232.83","110,419.18"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",84.41,81.86,"$9,670,870.09","$1,748,907.08","$11,419,777.17","178,131.07"
-41-9000,Other Sales and Related Workers,14.88,14.05,"$1,299,083.70","$231,376.68","$1,530,460.38","26,496.11"
-43-1000,Supervisors of Office and Administrative Support Workers,43.45,41.24,"$3,893,272.73","$745,939.13","$4,639,211.86","85,361.87"
-43-2000,Communications Equipment Operators,0.82,0.75,"$40,891.50","$7,446.15","$48,337.65","1,376.60"
-43-3000,Financial Clerks,84.67,80.63,"$4,965,780.23","$904,834.44","$5,870,614.67","150,614.73"
-43-4000,Information and Record Clerks,123.47,116.33,"$7,187,452.00","$1,320,672.23","$8,508,124.23","206,675.89"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",97.76,91.66,"$6,516,495.06","$1,705,535.44","$8,222,030.51","188,408.50"
-43-6000,Secretaries and Administrative Assistants,85.76,80.81,"$4,780,105.87","$868,742.60","$5,648,848.47","151,707.82"
-43-9000,Other Office and Administrative Support Workers,97.84,92.71,"$4,397,425.46","$800,787.12","$5,198,212.58","159,697.25"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.20,1.04,"$79,058.92","$18,531.32","$97,590.24","2,491.16"
-45-2000,Agricultural Workers,13.69,11.93,"$576,866.41","$128,732.92","$705,599.32","23,138.77"
-45-3000,Fishing and Hunting Workers,0.05,0.04,"$2,685.40",$855.42,"$3,540.82",79.19
-45-4000,"Forest, Conservation, and Logging Workers",1.38,1.23,"$86,041.86","$25,619.94","$111,661.79","2,896.08"
-47-1000,Supervisors of Construction and Extraction Workers,144.46,139.69,"$7,476,398.04","$1,341,382.16","$8,817,780.20","311,317.27"
-47-2000,Construction Trades Workers,457.26,442.01,"$17,640,465.02","$3,184,105.01","$20,824,570.03","864,316.65"
-47-3000,"Helpers, Construction Trades",10.35,10.00,"$255,772.29","$44,722.48","$300,494.77","16,922.74"
-47-4000,Other Construction and Related Workers,8.93,8.62,"$615,349.89","$122,580.42","$737,930.31","17,794.54"
-47-5000,Extraction Workers,17.93,17.62,"$1,730,144.62","$395,699.49","$2,125,844.11","42,801.23"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",23.84,22.61,"$2,676,100.23","$548,058.51","$3,224,158.74","52,909.56"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",12.99,12.20,"$1,087,103.58","$209,708.87","$1,296,812.45","26,882.50"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",63.78,58.65,"$4,811,539.86","$913,556.28","$5,725,096.14","129,051.08"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",139.37,133.58,"$11,061,987.49","$2,260,357.44","$13,322,344.93","285,787.81"
-51-1000,Supervisors of Production Workers,58.24,57.03,"$6,238,094.05","$1,349,046.58","$7,587,140.63","129,446.81"
-51-2000,Assemblers and Fabricators,231.98,227.75,"$15,533,133.00","$3,321,203.44","$18,854,336.44","455,609.25"
-51-3000,Food Processing Workers,13.72,12.54,"$647,503.92","$136,772.67","$784,276.59","24,528.32"
-51-4000,Metal Workers and Plastic Workers,270.44,265.55,"$19,918,407.63","$4,257,909.71","$24,176,317.34","559,910.95"
-51-5100,Printing Workers,5.09,4.93,"$292,727.82","$58,572.35","$351,300.17","9,532.39"
-51-6000,"Textile, Apparel, and Furnishings Workers",9.76,9.00,"$441,348.66","$79,341.52","$520,690.18","16,805.62"
-51-7000,Woodworkers,6.35,6.15,"$345,962.71","$71,789.34","$417,752.05","12,384.84"
-51-8000,Plant and System Operators,6.55,6.39,"$693,606.75","$200,563.80","$894,170.55","13,849.32"
-51-9000,Other Production Occupations,180.05,175.75,"$12,768,637.61","$2,732,426.47","$15,501,064.07","357,789.84"
-53-1000,Supervisors of Transportation and Material Moving Workers,19.44,18.35,"$1,696,123.45","$335,153.35","$2,031,276.80","41,354.82"
-53-2000,Air Transportation Workers,5.62,5.28,"$1,047,396.64","$258,750.93","$1,306,147.57","10,312.65"
-53-3000,Motor Vehicle Operators,126.33,118.45,"$7,999,665.63","$1,719,644.73","$9,719,310.36","251,984.82"
-53-4000,Rail Transportation Workers,4.51,4.23,"$386,394.09","$116,689.43","$503,083.51","10,734.25"
-53-5000,Water Transportation Workers,5.67,5.30,"$532,954.24","$102,488.59","$635,442.82","13,247.30"
-53-6000,Other Transportation Workers,7.20,6.41,"$318,818.17","$60,211.90","$379,030.07","11,070.08"
-53-7000,Material Moving Workers,243.69,230.30,"$12,797,318.69","$2,453,340.31","$15,250,659.00","414,191.87"
+11-1000,Top Executives,158.53,150.03,"$26,756,189.98","$4,897,569.21","$31,653,759.20","351,796.28"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",45.16,43.31,"$9,834,933.26","$1,782,052.53","$11,616,985.80","96,867.75"
+11-3000,Operations Specialties Managers,112.39,108.79,"$23,411,119.91","$4,399,685.88","$27,810,805.79","241,304.72"
+11-9000,Other Management Occupations,187.15,178.69,"$20,109,587.14","$3,729,842.29","$23,839,429.43","400,613.54"
+13-1000,Business Operations Specialists,337.05,323.71,"$32,363,993.77","$5,910,844.13","$38,274,837.90","674,450.41"
+13-2000,Financial Specialists,106.24,102.57,"$13,965,473.28","$2,410,192.97","$16,375,666.25","212,726.88"
+15-1200,Computer Occupations,124.12,119.37,"$19,611,499.11","$3,352,639.90","$22,964,139.01","247,004.50"
+15-2000,Mathematical Science Occupations,10.77,10.39,"$1,777,015.35","$309,366.31","$2,086,381.66","21,324.12"
+17-1000,"Architects, Surveyors, and Cartographers",6.17,5.95,"$512,376.41","$88,540.77","$600,917.18","12,547.26"
+17-2000,Engineers,170.38,166.68,"$23,224,834.70","$4,802,122.44","$28,026,957.13","357,391.96"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",43.19,42.23,"$4,032,274.57","$839,816.03","$4,872,090.60","86,424.46"
+19-1000,Life Scientists,4.55,4.29,"$574,160.68","$105,796.05","$679,956.74","8,977.98"
+19-2000,Physical Scientists,3.95,3.82,"$556,514.48","$113,787.83","$670,302.31","7,942.95"
+19-3000,Social Scientists and Related Workers,2.22,2.06,"$247,724.99","$45,058.71","$292,783.70","4,073.01"
+19-4000,"Life, Physical, and Social Science Technicians",5.59,5.37,"$455,873.97","$96,673.00","$552,546.97","10,472.20"
+19-5000,Occupational Health and Safety Specialists and Technicians,13.71,13.28,"$1,114,516.42","$222,602.41","$1,337,118.84","27,952.11"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",31.27,28.13,"$1,840,681.68","$348,951.80","$2,189,633.48","54,515.66"
+21-2000,Religious Workers,14.81,12.83,"$699,262.74","$102,108.53","$801,371.26","29,250.86"
+23-1000,"Lawyers, Judges, and Related Workers",15.34,14.72,"$3,856,764.96","$654,653.26","$4,511,418.22","32,706.63"
+23-2000,Legal Support Workers,9.49,9.09,"$802,840.86","$135,025.57","$937,866.43","17,106.91"
+25-1000,Postsecondary Teachers,9.18,8.32,"$918,741.43","$205,800.59","$1,124,542.03","13,969.80"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",19.53,17.31,"$941,064.00","$188,454.78","$1,129,518.78","33,643.95"
+25-3000,Other Teachers and Instructors,12.98,11.61,"$532,058.70","$104,491.00","$636,549.70","16,767.59"
+25-4000,"Librarians, Curators, and Archivists",0.94,0.84,"$61,117.96","$11,228.99","$72,346.95","1,506.36"
+25-9000,Other Educational Instruction and Library Occupations,9.97,8.88,"$431,867.42","$84,303.21","$516,170.63","13,994.57"
+27-1000,Art and Design Workers,16.26,15.42,"$1,468,738.98","$254,487.34","$1,723,226.32","28,921.58"
+27-2000,"Entertainers and Performers, Sports and Related Workers",12.35,10.91,"$1,359,788.88","$236,614.18","$1,596,403.05","17,146.72"
+27-3000,Media and Communication Workers,15.13,14.23,"$1,740,652.66","$310,621.39","$2,051,274.05","27,752.23"
+27-4000,Media and Communication Equipment Workers,5.66,5.26,"$512,982.95","$91,296.69","$604,279.64","9,556.17"
+29-1000,Healthcare Diagnosing or Treating Practitioners,106.85,98.85,"$14,764,048.80","$2,904,568.41","$17,668,617.21","195,431.42"
+29-2000,Health Technologists and Technicians,52.64,48.39,"$3,372,739.17","$665,278.17","$4,038,017.34","93,589.26"
+29-9000,Other Healthcare Practitioners and Technical Occupations,2.13,1.98,"$174,391.84","$32,930.56","$207,322.40","4,004.53"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",101.75,91.20,"$3,331,996.89","$646,300.56","$3,978,297.44","158,447.10"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.54,3.24,"$174,816.59","$34,783.29","$209,599.88","5,307.23"
+31-9000,Other Healthcare Support Occupations,32.24,29.50,"$1,481,263.23","$281,847.00","$1,763,110.23","52,824.92"
+33-1000,Supervisors of Protective Service Workers,2.70,2.48,"$216,382.69","$39,699.90","$256,082.59","5,622.74"
+33-2000,Firefighting and Prevention Workers,1.41,1.30,"$73,427.09","$12,890.54","$86,317.62","3,531.44"
+33-3000,Law Enforcement Workers,0.58,0.54,"$40,001.09","$8,982.18","$48,983.27","1,286.54"
+33-9000,Other Protective Service Workers,49.74,45.59,"$2,415,614.48","$430,453.00","$2,846,067.48","83,384.81"
+35-1000,Supervisors of Food Preparation and Serving Workers,28.82,23.22,"$1,536,687.76","$220,872.94","$1,757,560.70","48,305.66"
+35-2000,Cooks and Food Preparation Workers,73.57,59.76,"$2,345,656.11","$346,115.37","$2,691,771.49","99,800.37"
+35-3000,Food and Beverage Serving Workers,151.45,121.83,"$4,107,111.55","$582,447.38","$4,689,558.94","166,253.97"
+35-9000,Other Food Preparation and Serving Related Workers,32.68,26.43,"$813,796.95","$115,725.66","$929,522.61","32,394.11"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.84,5.33,"$344,626.03","$59,775.59","$404,401.61","11,612.77"
+37-2000,Building Cleaning and Pest Control Workers,77.41,70.69,"$3,041,941.52","$541,128.09","$3,583,069.60","122,323.45"
+37-3000,Grounds Maintenance Workers,20.35,18.55,"$899,324.16","$157,868.56","$1,057,192.71","34,492.51"
+39-1000,Supervisors of Personal Care and Service Workers,3.97,3.47,"$247,309.14","$48,947.66","$296,256.79","6,910.52"
+39-2000,Animal Care and Service Workers,5.20,4.54,"$173,060.01","$26,372.58","$199,432.59","6,946.90"
+39-3000,Entertainment Attendants and Related Workers,12.23,10.54,"$386,329.84","$79,404.50","$465,734.34","13,355.09"
+39-4000,Funeral Service Workers,0.86,0.74,"$38,704.93","$5,558.10","$44,263.03","1,322.44"
+39-5000,Personal Appearance Workers,9.86,8.54,"$335,905.05","$49,859.92","$385,764.97","13,380.10"
+39-6000,"Baggage Porters, Bellhops, and Concierges",1.40,1.27,"$64,444.95","$11,036.00","$75,480.96","2,216.21"
+39-7000,Tour and Travel Guides,3.79,3.49,"$191,812.98","$34,567.70","$226,380.68","4,105.62"
+39-9000,Other Personal Care and Service Workers,24.04,20.81,"$661,098.40","$116,155.06","$777,253.46","28,017.14"
+41-1000,Supervisors of Sales Workers,31.09,28.10,"$2,544,052.73","$502,804.07","$3,046,856.80","61,522.37"
+41-2000,Retail Sales Workers,159.12,139.94,"$5,549,181.09","$1,148,935.28","$6,698,116.37","217,531.21"
+41-3000,"Sales Representatives, Services",60.04,57.35,"$6,469,600.46","$1,086,248.24","$7,555,848.70","119,886.05"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",88.83,86.12,"$10,196,573.74","$1,836,367.62","$12,032,941.36","187,413.26"
+41-9000,Other Sales and Related Workers,15.87,14.98,"$1,378,567.27","$244,453.82","$1,623,021.09","28,173.83"
+43-1000,Supervisors of Office and Administrative Support Workers,46.42,44.04,"$4,184,825.07","$800,536.51","$4,985,361.58","91,156.58"
+43-2000,Communications Equipment Operators,0.88,0.82,"$44,250.85","$8,056.81","$52,307.67","1,488.75"
+43-3000,Financial Clerks,90.41,86.08,"$5,358,579.29","$975,559.47","$6,334,138.76","160,823.14"
+43-4000,Information and Record Clerks,133.09,125.38,"$7,760,374.35","$1,422,867.65","$9,183,242.00","222,794.95"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",102.66,96.18,"$6,855,817.82","$1,799,704.14","$8,655,521.96","197,833.92"
+43-6000,Secretaries and Administrative Assistants,91.31,86.00,"$5,153,127.34","$935,543.61","$6,088,670.95","161,505.13"
+43-9000,Other Office and Administrative Support Workers,103.83,98.35,"$4,719,489.17","$859,721.86","$5,579,211.03","169,501.93"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.32,1.15,"$87,114.31","$20,479.55","$107,593.86","2,733.69"
+45-2000,Agricultural Workers,14.89,12.98,"$628,771.47","$140,191.43","$768,962.90","25,161.58"
+45-3000,Fishing and Hunting Workers,0.05,0.05,"$2,910.65",$927.18,"$3,837.83",85.82
+45-4000,"Forest, Conservation, and Logging Workers",1.58,1.40,"$98,245.58","$29,441.28","$127,686.85","3,300.31"
+47-1000,Supervisors of Construction and Extraction Workers,152.31,147.39,"$8,684,524.86","$1,616,781.77","$10,301,306.63","328,665.88"
+47-2000,Construction Trades Workers,475.55,459.92,"$19,455,676.77","$3,592,878.76","$23,048,555.53","902,166.58"
+47-3000,"Helpers, Construction Trades",10.44,10.09,"$259,882.16","$45,466.19","$305,348.35","17,060.46"
+47-4000,Other Construction and Related Workers,9.60,9.25,"$674,295.93","$136,313.63","$810,609.56","19,175.44"
+47-5000,Extraction Workers,44.65,43.92,"$4,411,883.61","$1,017,260.55","$5,429,144.16","105,733.40"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",27.40,26.04,"$3,214,260.57","$669,596.18","$3,883,856.75","60,910.88"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",13.96,13.11,"$1,179,808.70","$229,232.01","$1,409,040.71","28,904.45"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",72.23,66.64,"$5,595,404.46","$1,080,083.65","$6,675,488.11","146,821.76"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",152.15,145.89,"$12,259,253.20","$2,524,495.08","$14,783,748.28","312,267.63"
+51-1000,Supervisors of Production Workers,59.90,58.64,"$6,437,469.31","$1,395,038.64","$7,832,507.95","133,128.26"
+51-2000,Assemblers and Fabricators,234.36,230.05,"$15,674,203.66","$3,349,967.32","$19,024,170.98","460,185.17"
+51-3000,Food Processing Workers,14.84,13.56,"$700,692.87","$148,067.37","$848,760.24","26,533.44"
+51-4000,Metal Workers and Plastic Workers,274.41,269.43,"$20,241,496.54","$4,328,739.03","$24,570,235.57","568,130.90"
+51-5100,Printing Workers,5.46,5.28,"$313,455.16","$62,644.57","$376,099.74","10,214.27"
+51-6000,"Textile, Apparel, and Furnishings Workers",10.53,9.71,"$477,020.59","$85,770.42","$562,791.01","18,131.23"
+51-7000,Woodworkers,6.57,6.36,"$358,200.61","$74,287.08","$432,487.68","12,809.65"
+51-8000,Plant and System Operators,7.56,7.38,"$809,023.10","$233,145.92","$1,042,169.02","16,026.05"
+51-9000,Other Production Occupations,186.81,182.31,"$13,278,267.18","$2,847,320.12","$16,125,587.30","371,194.37"
+53-1000,Supervisors of Transportation and Material Moving Workers,21.21,20.03,"$1,887,718.89","$376,255.80","$2,263,974.69","45,128.90"
+53-2000,Air Transportation Workers,6.11,5.74,"$1,139,431.25","$281,266.99","$1,420,698.24","11,213.52"
+53-3000,Motor Vehicle Operators,137.27,128.78,"$8,787,287.73","$1,891,925.11","$10,679,212.84","273,940.87"
+53-4000,Rail Transportation Workers,6.23,5.85,"$537,418.28","$162,568.84","$699,987.12","14,860.92"
+53-5000,Water Transportation Workers,6.25,5.84,"$589,733.05","$113,613.23","$703,346.28","14,613.34"
+53-6000,Other Transportation Workers,7.85,6.99,"$349,580.45","$66,466.35","$416,046.80","12,083.01"
+53-7000,Material Moving Workers,262.07,247.70,"$13,933,661.38","$2,685,765.30","$16,619,426.69","446,284.06"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/US/US_2034/tax_results.csv b/Model_Outputs/IMPLAN/US/US_2034/tax_results.csv
index 11ddad1..8077e8f 100644
--- a/Model_Outputs/IMPLAN/US/US_2034/tax_results.csv
+++ b/Model_Outputs/IMPLAN/US/US_2034/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$1,836,203.18","$1,607,755.60","$1,110,677.70","$8,588,369.49","$44,842,226.89","$57,985,232.86"
-2 - Indirect,"$3,848,443.62","$3,759,924.03","$2,522,121.76","$13,196,059.81","$42,836,625.44","$66,163,174.66"
-3 - Induced,"$5,105,444.24","$5,093,714.19","$3,396,684.00","$16,188,123.61","$41,661,516.47","$71,445,482.52"
-,"$10,790,091.03","$10,461,393.83","$7,029,483.47","$37,972,552.90","$129,340,368.81","$195,593,890.04"
+1 - Direct,"$2,898,605.25","$2,692,962.46","$1,828,366.42","$11,636,407.92","$49,194,233.49","$68,250,575.53"
+2 - Indirect,"$4,339,122.23","$4,249,150.62","$2,848,728.34","$14,757,037.34","$47,047,787.80","$73,241,826.33"
+3 - Induced,"$5,528,053.66","$5,515,346.58","$3,677,846.05","$17,528,192.76","$45,111,133.11","$77,360,572.16"
+,"$12,765,781.14","$12,457,459.66","$8,354,940.81","$43,921,638.02","$141,353,154.40","$218,852,974.02"
diff --git a/Model_Outputs/IMPLAN/US/US_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index a825c00..6b1b984 100644
--- a/Model_Outputs/IMPLAN/US/US_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,881,944.29"
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,860.18"
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,706,079.36"
-4,224,Nonferrous forging,"$5,015,019,698.50","$5,929,388.36"
-5,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,913,008.89"
-6,21,Coal mining,"$40,369,797,410.22","$46,172,135.97"
-7,223,Iron and steel forging,"$12,167,051,489.94","$12,429,294.23"
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,915,075.14"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,335,711.64"
+3,21,Coal mining,"$40,369,797,410.22","$134,675,784.52"
+4,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,712,538.03"
+5,224,Nonferrous forging,"$5,015,019,698.50","$5,941,064.03"
+6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$32,280,191.14"
+7,223,Iron and steel forging,"$12,167,051,489.94","$12,455,478.68"
 8,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00"
-9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,227,108.95"
-10,219,Ferrous metal foundries,"$23,423,417,307.88","$11,035,655.76"
-11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,346,791.57"
-12,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,296,764.63"
-13,221,Custom roll forming,"$3,403,758,221.65","$1,023,678.80"
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,287,021.36"
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,979,882.85"
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,539,914.02"
+10,219,Ferrous metal foundries,"$23,423,417,307.88","$11,086,821.30"
+11,174,Explosives manufacturing,"$3,336,015,892.42","$1,573,144.45"
+12,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,350,646.91"
+13,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,301,061.18"
+14,221,Custom roll forming,"$3,403,758,221.65","$1,030,758.29"
+15,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,293,485.02"
diff --git a/Model_Outputs/IMPLAN/US/US_2035/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/US/US_2035/economic_indicators_by_impact.csv
index fe2ac7e..bd6157c 100644
--- a/Model_Outputs/IMPLAN/US/US_2035/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/US/US_2035/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"1,782.15","$197,976,998.45","$283,679,997.71","$689,426,184.93"
-2 - Indirect,"1,821.37","$179,309,878.31","$296,081,040.75","$644,331,876.94"
-3 - Induced,"2,324.11","$167,431,399.03","$314,625,493.31","$533,522,889.55"
-,"5,927.64","$544,718,275.79","$894,386,531.77","$1,867,280,951.42"
+1 - Direct,"1,888.20","$213,183,642.75","$338,786,803.26","$782,426,184.93"
+2 - Indirect,"2,000.87","$198,424,137.11","$329,248,364.16","$706,801,795.96"
+3 - Induced,"2,534.83","$182,611,170.47","$343,144,391.90","$581,881,530.04"
+,"6,423.90","$594,218,950.33","$1,011,179,559.31","$2,071,109,510.92"
diff --git a/Model_Outputs/IMPLAN/US/US_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 254293c..6573145 100644
--- a/Model_Outputs/IMPLAN/US/US_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,883,600.66",5.64%
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,903.89",1.81%
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,706,407.72",0.14%
-4,21,Coal mining,"$40,369,797,410.22","$50,595,868.07",0.13%
-5,224,Nonferrous forging,"$5,015,019,698.50","$5,929,977.77",0.12%
-6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,931,364.06",0.11%
-7,223,Iron and steel forging,"$12,167,051,489.94","$12,430,617.51",0.10%
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,920,008.27",5.64%
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,335,839.79",1.81%
+3,21,Coal mining,"$40,369,797,410.22","$147,852,648.17",0.37%
+4,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,713,506.26",0.14%
+5,224,Nonferrous forging,"$5,015,019,698.50","$5,942,809.34",0.12%
+6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$32,334,861.54",0.12%
+7,223,Iron and steel forging,"$12,167,051,489.94","$12,459,394.50",0.10%
 8,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00",0.10%
-9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,242,755.97",0.06%
-10,219,Ferrous metal foundries,"$23,423,417,307.88","$11,038,241.81",0.05%
-11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,346,988.48",0.04%
-12,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,296,983.78",0.04%
-13,221,Custom roll forming,"$3,403,758,221.65","$1,024,037.80",0.03%
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,287,353.31",0.03%
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,980,483.76",0.03%
-16,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,055,801.83",0.03%
-17,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$37,878,145.41",0.03%
-18,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,875,971.62",0.03%
-19,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,314,213.67",0.02%
-20,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,580,992.14",0.02%
-21,23,Iron ore mining,"$4,242,665,589.12","$853,825.28",0.02%
-22,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,006,181.02",0.02%
-23,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,909,640.60",0.02%
-24,174,Explosives manufacturing,"$3,336,015,892.42","$621,232.80",0.02%
-25,241,Metal heat treating,"$6,751,197,386.48","$1,183,322.40",0.02%
-26,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,107,216.02",0.02%
-27,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,618,346.38",0.02%
-28,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,213,373.80",0.02%
-29,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,162,376.10",0.02%
-30,239,Machine shops,"$58,418,188,845.25","$8,872,006.68",0.02%
-31,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,729,405.85",0.02%
-32,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,087,057.96",0.01%
-33,198,Concrete pipe manufacturing,"$4,124,714,176.94","$615,880.10",0.01%
-34,235,Metal cans manufacturing,"$27,208,678,262.97","$3,775,724.06",0.01%
-35,229,Plate work manufacturing,"$15,417,788,320.32","$2,095,134.94",0.01%
-36,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$35,622,052.72",0.01%
-37,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$801,026.94",0.01%
-38,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,842,075.12",0.01%
-39,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$601,302.95",0.01%
-40,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,773,675.44",0.01%
-41,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,694,422.91",0.01%
-42,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,444,571.93",0.01%
-43,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$1,998,830.52",0.01%
-44,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,723,453.80",0.01%
-45,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,668,756.97",0.01%
-46,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$784,227.67",0.01%
-47,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,285,363.99",0.01%
-48,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,598,101.98",0.01%
-49,109,Knit fabric mills,"$1,209,761,149.04","$104,619.97",0.01%
-50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$1,020,530.12",0.01%
-51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$558,871.62",0.01%
-52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$935,195.86",0.01%
-53,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$557,186.41",0.01%
-54,210,Steel wire drawing,"$6,965,034,108.99","$541,128.56",0.01%
-55,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$559,321.82",0.01%
-56,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,597,103.95",0.01%
-57,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$33,243,704.58",0.01%
-58,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,148,281.48",0.01%
-59,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$14,039,828.55",0.01%
-60,311,Lighting fixture manufacturing,"$13,551,146,025.36","$926,982.99",0.01%
-61,238,Spring and wire product manufacturing,"$14,446,923,138.19","$984,791.82",0.01%
-62,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$1,785,234.48",0.01%
-63,200,Lime manufacturing,"$3,411,426,132.51","$228,621.92",0.01%
-64,201,Gypsum product manufacturing,"$10,849,873,573.69","$715,155.58",0.01%
-65,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,063,605.29",0.01%
-66,460,Other support services,"$93,493,521,065.46","$5,880,556.82",0.01%
-67,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$573,522.34",0.01%
-68,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,290,643.52",0.01%
-69,226,Handtool manufacturing,"$9,269,806,810.85","$557,250.92",0.01%
-70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$459,325.25",0.01%
-71,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$89,907.12",0.01%
-72,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$1,970,474.23",0.01%
-73,195,Cement manufacturing,"$16,124,794,202.42","$899,063.62",0.01%
-74,188,Other rubber product manufacturing,"$18,947,852,104.12","$1,047,051.60",0.01%
-75,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$277,747.92",0.01%
-76,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$719,084.65",0.01%
-77,138,Paperboard mills,"$37,769,326,092.36","$2,033,957.66",0.01%
-78,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,463,557.00",0.01%
-79,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$2,941,656.75",0.01%
-80,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$366,655.33",0.01%
-81,131,"Other millwork, including flooring","$11,872,958,758.31","$594,918.04",0.01%
-82,397,Rail transportation,"$92,013,918,170.42","$4,498,768.45",0.00%
-83,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,148,080.79",0.00%
-84,32,Metal mining services,"$2,048,448,774.82","$99,471.26",0.00%
-85,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$16,613,438.43",0.00%
-86,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$539,312.12",0.00%
-87,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$414,568.23",0.00%
-88,451,Management of companies and enterprises,"$819,034,418,120.62","$37,001,027.13",0.00%
-89,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,373,447.88",0.00%
-90,125,Wood preservation,"$12,385,421,188.04","$554,801.80",0.00%
-91,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$503,506.37",0.00%
-92,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$409,606.70",0.00%
-93,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,277,409.27",0.00%
-94,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$7,185,018.31",0.00%
-95,129,Wood windows and door manufacturing,"$22,029,620,673.99","$953,287.71",0.00%
-96,186,Tire manufacturing,"$25,656,100,926.70","$1,109,042.27",0.00%
-97,124,Sawmills,"$42,023,969,480.44","$1,816,398.17",0.00%
-98,27,Sand and gravel mining,"$15,322,656,295.20","$653,216.54",0.00%
-99,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,147,444.10",0.00%
-100,24,Gold ore and silver ore mining,"$14,012,282,637.55","$593,450.14",0.00%
-101,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$51,526.03",0.00%
-102,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$370,863.48",0.00%
-103,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$233,758.06",0.00%
-104,26,Stone mining and quarrying,"$22,604,707,721.04","$940,932.12",0.00%
-105,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$421,697.55",0.00%
-106,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,058,688.27",0.00%
-107,299,Other electronic component manufacturing,"$20,043,941,097.34","$805,873.98",0.00%
-108,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$348,247.20",0.00%
-109,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,425,408.41",0.00%
-110,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$666,997.11",0.00%
-111,16,Commercial logging,"$9,708,016,677.17","$383,794.64",0.00%
-112,455,Business support services,"$98,531,422,147.59","$3,851,112.41",0.00%
-113,457,Investigation and security services,"$87,760,959,501.87","$3,344,605.62",0.00%
-114,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$724,803.83",0.00%
-115,399,Truck transportation,"$517,459,714,328.88","$19,484,784.27",0.00%
-116,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$1,849,599.02",0.00%
-117,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$597,670.80",0.00%
-118,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$500,187.89",0.00%
-119,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$1,925,211.99",0.00%
-120,454,Employment services,"$472,021,118,180.87","$16,863,119.17",0.00%
-121,508,Postal service,"$82,216,438,935.22","$2,894,374.45",0.00%
-122,25,Other metal ore mining,"$4,177,930,861.03","$146,067.02",0.00%
-123,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$651,833.91",0.00%
-124,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$783,111.06",0.00%
-125,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$914,054.27",0.00%
-126,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$89,039.64",0.00%
-127,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$2,819,845.04",0.00%
-128,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$189,020.26",0.00%
-129,191,Flat glass manufacturing,"$5,646,246,245.84","$191,602.76",0.00%
-130,237,Hardware manufacturing,"$11,360,442,824.27","$384,308.60",0.00%
-131,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,482,294.50",0.00%
-132,509,Federal electric utilities,"$15,278,393,331.48","$510,028.69",0.00%
-133,515,Local government electric utilities,"$63,242,600,402.80","$2,102,285.22",0.00%
-134,512,State government electric utilities,"$2,138,213,300.81","$71,019.18",0.00%
-135,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$279,788.15",0.00%
-136,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$201,698.87",0.00%
-137,41,Electric power generation - All other,"$598,610,063.76","$19,827.74",0.00%
-138,39,Electric power generation - Geothermal,"$1,089,212,605.47","$36,077.95",0.00%
-139,38,Electric power generation - Wind,"$31,436,960,621.21","$1,041,285.38",0.00%
-140,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,609,782.47",0.00%
-141,37,Electric power generation - Solar,"$15,183,687,778.59","$502,928.77",0.00%
-142,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$369,331.00",0.00%
-143,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$5,300,947.44",0.00%
-144,40,Electric power generation - Biomass,"$3,248,354,871.06","$107,595.15",0.00%
-145,42,Electric power transmission and distribution,"$454,802,637,163.46","$15,051,856.45",0.00%
-146,404,Warehousing and storage,"$196,283,203,045.69","$6,375,666.78",0.00%
-147,403,Couriers and messengers,"$147,389,575,412.04","$4,762,270.11",0.00%
-148,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$202,785.78",0.00%
-149,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$312,914.14",0.00%
-150,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$113,889.00",0.00%
-151,440,Specialized design services,"$61,729,364,047.76","$1,912,989.62",0.00%
-152,453,Facilities support services,"$38,362,646,138.12","$1,188,766.24",0.00%
-153,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$171,774.23",0.00%
-154,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$3,129,212.64",0.00%
-155,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$6,751,092.39",0.00%
-156,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$142,307.42",0.00%
-157,173,Printing ink manufacturing,"$4,197,932,161.56","$119,829.23",0.00%
-158,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$9,559,596.02",0.00%
-159,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,101,512.63",0.00%
-160,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$633,081.83",0.00%
-161,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,032,906.08",0.00%
-162,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$265,453.16",0.00%
-163,161,Fertilizer mixing,"$6,609,942,413.23","$181,830.11",0.00%
-164,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$435,545.69",0.00%
-165,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$7,198,141.71",0.00%
-166,205,Mineral wool manufacturing,"$10,606,371,397.91","$282,647.87",0.00%
-167,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$463,459.72",0.00%
-168,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$6,570,809.55",0.00%
-169,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$361,660.20",0.00%
-170,447,"Advertising, public relations, and related services","$221,366,844,538.02","$5,741,046.38",0.00%
-171,116,Other textile product mills,"$5,849,355,190.48","$150,765.52",0.00%
-172,168,Adhesive manufacturing,"$19,417,045,098.31","$500,042.30",0.00%
-173,151,Petrochemical manufacturing,"$213,898,809,710.92","$5,443,217.95",0.00%
-174,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$14,874,732.26",0.00%
-175,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$195,326.80",0.00%
-176,321,Wiring device manufacturing,"$23,088,452,099.69","$584,457.79",0.00%
-177,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$95,718.41",0.00%
-178,43,Natural gas distribution,"$112,805,479,068.56","$2,822,287.00",0.00%
-179,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$763,241.68",0.00%
-180,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$3,929,893.57",0.00%
-181,137,Paper mills,"$44,700,830,052.02","$1,104,267.36",0.00%
-182,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$5,639,314.11",0.00%
-183,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,467,208.90",0.00%
-184,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$6,788,454.99",0.00%
-185,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,559,103.96",0.00%
-186,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$9,818,766.41",0.00%
-187,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$5,266,238.51",0.00%
-188,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$3,085,769.15",0.00%
-189,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$8,668,281.10",0.00%
-190,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,215,039.00",0.00%
-191,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$988,163.25",0.00%
-192,413,Radio and television broadcasting,"$126,652,960,389.18","$2,937,287.11",0.00%
-193,458,Services to buildings,"$184,887,389,840.19","$4,270,557.19",0.00%
-194,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$11,382,075.97",0.00%
-195,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$26,862.60",0.00%
-196,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$183,797.57",0.00%
-197,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$9,178,810.31",0.00%
-198,448,Photographic services,"$18,611,681,469.69","$421,398.83",0.00%
-199,437,Legal services,"$482,145,097,198.44","$10,864,890.11",0.00%
-200,110,Textile and fabric finishing mills,"$5,488,614,083.97","$123,168.79",0.00%
-201,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$23,529,001.91",0.00%
-202,452,Office administrative services,"$100,789,973,631.90","$2,215,857.04",0.00%
-203,144,Printing,"$93,711,787,715.49","$2,058,138.37",0.00%
-204,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$6,557,724.85",0.00%
-205,418,"Data processing, hosting, and related services","$490,713,862,620.46","$10,626,634.59",0.00%
-206,406,Periodical publishers,"$28,726,880,599.05","$620,748.40",0.00%
-207,456,Travel arrangement and reservation services,"$92,038,956,694.17","$1,986,574.80",0.00%
-208,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$5,564,895.54",0.00%
-209,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,675,954.97",0.00%
-210,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$6,628,559.79",0.00%
-211,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$110,795.53",0.00%
-212,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$1,932,481.87",0.00%
-213,405,Newspaper publishers,"$23,494,267,330.25","$499,051.10",0.00%
-214,414,Cable and other subscription programming,"$129,841,466,724.49","$2,722,118.89",0.00%
-215,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$932,044.73",0.00%
-216,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,174,128.26",0.00%
-217,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,300,643.59",0.00%
-218,478,Performing arts companies,"$40,958,746,144.37","$850,135.94",0.00%
-219,424,Other financial investment activities,"$568,453,393,226.55","$11,798,138.43",0.00%
-220,145,Support activities for printing,"$3,010,426,339.58","$62,443.09",0.00%
-221,146,Petroleum refineries,"$685,338,713,966.20","$14,195,430.04",0.00%
-222,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$8,969,214.74",0.00%
-223,505,Business and professional associations,"$73,615,227,688.04","$1,493,305.70",0.00%
-224,10,All other crop farming,"$22,224,392,154.07","$449,704.36",0.00%
-225,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$81,088.70",0.00%
-226,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$160,605.85",0.00%
-227,493,All other food and drinking places,"$276,447,241,992.94","$5,537,644.29",0.00%
-228,495,Car washes,"$35,373,724,638.09","$708,276.99",0.00%
-229,461,Waste management and remediation services,"$177,999,302,351.73","$3,561,565.89",0.00%
-230,44,"Water, sewage and other systems","$20,702,504,339.27","$413,434.12",0.00%
-231,510,Other federal government enterprises,"$6,854,090,185.53","$136,419.02",0.00%
-232,490,Other accommodations,"$16,436,225,502.96","$327,134.64",0.00%
-233,491,Full-service restaurants,"$600,936,370,418.40","$11,946,562.19",0.00%
-234,426,"Insurance carriers, except direct life","$763,623,938,208.92","$15,069,219.81",0.00%
-235,459,Landscape and horticultural services,"$165,786,078,305.71","$3,269,296.45",0.00%
-236,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$515,401.48",0.00%
-237,513,Other state government enterprises,"$26,495,170,772.45","$516,999.96",0.00%
-238,516,Other local government enterprises,"$353,931,726,040.53","$6,899,449.71",0.00%
-239,63,Wet corn milling,"$38,891,507,770.56","$758,022.00",0.00%
-240,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,453,263.52",0.00%
-241,487,Fitness and recreational sports centers,"$40,757,208,080.88","$789,912.65",0.00%
-242,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$307,979.01",0.00%
-243,462,Elementary and secondary schools,"$74,365,925,030.62","$1,436,186.23",0.00%
-244,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,409,842.80",0.00%
-245,476,Child day care services,"$86,623,931,960.28","$1,670,075.67",0.00%
-246,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,446,604.35",0.00%
-247,507,Private households,"$27,265,934,911.83","$523,572.03",0.00%
-248,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$664,458.06",0.00%
-249,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$995,986.28",0.00%
-250,475,Individual and family services,"$197,385,106,011.81","$3,774,740.14",0.00%
-251,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,178,081.99",0.00%
-252,503,Religious organizations,"$160,924,588,099.97","$3,067,741.01",0.00%
-253,472,Hospitals,"$1,246,642,306,210.30","$23,721,037.92",0.00%
-254,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$180,127.60",0.00%
-255,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$247,012.57",0.00%
-256,480,Racing and Track Operation,"$2,466,251,193.93","$46,746.65",0.00%
-257,431,Owner-occupied housing,"$2,353,458,000,000.00","$44,387,707.10",0.00%
-258,492,Limited-service restaurants,"$662,772,350,208.32","$12,479,854.23",0.00%
-259,488,Bowling centers,"$4,651,609,193.39","$87,262.01",0.00%
-260,464,Other educational services,"$150,226,479,511.36","$2,813,871.73",0.00%
-261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$394,842.91",0.00%
-262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,476,773.17",0.00%
-263,471,Other ambulatory health care services,"$53,046,213,789.29","$989,887.50",0.00%
-264,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$478,359.32",0.00%
-265,394,Retail - General merchandise stores,"$308,393,207,557.39","$5,730,183.37",0.00%
-266,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,821,165.27",0.00%
-267,502,Other personal services,"$133,455,503,992.02","$2,469,877.44",0.00%
-268,499,Personal care services,"$99,129,280,065.60","$1,829,427.63",0.00%
-269,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$460,466.03",0.00%
-270,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,001,743.02",0.00%
-271,389,Retail - Food and beverage stores,"$340,025,954,447.09","$6,243,026.40",0.00%
-272,184,Plastics bottle manufacturing,"$20,649,244,775.09","$376,743.48",0.00%
-273,466,Offices of dentists,"$187,241,521,354.72","$3,409,757.26",0.00%
-274,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,126,296.60",0.00%
-275,425,Direct life insurance carriers,"$118,798,771,122.27","$2,161,181.14",0.00%
-276,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,700,070.60",0.00%
-277,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,357,379.67",0.00%
-278,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$749,958.02",0.00%
-279,410,Software publishers,"$481,752,923,538.80","$8,731,834.19",0.00%
-280,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,341,255.39",0.00%
-281,401,Pipeline transportation,"$77,957,430,742.25","$1,410,772.27",0.00%
-282,465,Offices of physicians,"$710,425,690,758.33","$12,840,646.51",0.00%
-283,396,Air transportation,"$328,394,890,891.02","$5,923,575.71",0.00%
-284,467,Offices of other health practitioners,"$173,037,357,927.83","$3,118,960.61",0.00%
-285,102,Wineries,"$27,858,635,866.29","$501,343.84",0.00%
-286,390,Retail - Health and personal care stores,"$203,751,544,401.25","$3,665,265.91",0.00%
-287,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,573,299.18",0.00%
-288,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,294,110.47",0.00%
-289,506,Labor and civic organizations,"$81,538,720,493.49","$1,463,282.47",0.00%
-290,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,597,296.75",0.00%
-291,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,460,710.00",0.00%
-292,468,Outpatient care centers,"$254,994,924,915.48","$4,529,909.36",0.00%
-293,470,Home health care services,"$148,884,219,821.65","$2,640,556.65",0.00%
-294,143,All other converted paper product manufacturing,"$7,484,025,289.68","$132,195.69",0.00%
-295,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$389,005.90",0.00%
-296,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$283,598.29",0.00%
-297,58,Dog and cat food manufacturing,"$42,027,131,811.09","$736,386.09",0.00%
-298,65,Fats and oils refining and blending,"$27,186,577,576.39","$476,282.06",0.00%
-299,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,784,125.17",0.00%
-300,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$690,742.62",0.00%
-301,484,Amusement parks and arcades,"$27,154,350,236.67","$473,036.29",0.00%
-302,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$74,544.84",0.00%
-303,398,Water transportation,"$76,976,695,291.27","$1,323,836.33",0.00%
-304,292,Other communications equipment manufacturing,"$8,476,374,888.63","$145,539.73",0.00%
-305,514,Local government passenger transit,"$14,082,847,680.82","$240,766.73",0.00%
-306,511,State government passenger transit,"$1,585,108,785.26","$27,099.74",0.00%
-307,93,Other snack food manufacturing,"$38,904,968,131.82","$664,660.26",0.00%
-308,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,303,024.50",0.00%
-309,101,Breweries,"$37,340,990,790.38","$635,827.81",0.00%
-310,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,529,726.61",0.00%
-311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,373,703.13",0.00%
-312,103,Distilleries,"$24,706,251,736.01","$416,598.50",0.00%
-313,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,459,912.83",0.00%
-314,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$63,151.49",0.00%
-315,108,Nonwoven fabric mills,"$8,073,560,162.60","$135,600.64",0.00%
-316,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$542,451.36",0.00%
-317,91,Tortilla manufacturing,"$6,637,815,191.50","$109,826.52",0.00%
-318,171,Surface active agent manufacturing,"$7,929,977,473.13","$130,949.17",0.00%
-319,400,Transit and ground passenger transportation,"$169,895,344,811.88","$2,796,984.14",0.00%
-320,444,Management consulting services,"$314,984,356,065.88","$5,184,991.01",0.00%
-321,100,Manufactured ice,"$1,531,542,683.93","$25,180.80",0.00%
-322,73,Frozen specialties manufacturing,"$29,906,861,739.21","$491,298.23",0.00%
-323,449,Veterinary services,"$71,596,357,121.77","$1,175,027.45",0.00%
-324,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$4,600,560.54",0.00%
-325,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$222,226.64",0.00%
-326,67,Beet sugar manufacturing,"$4,964,816,518.93","$81,173.69",0.00%
-327,193,Glass container manufacturing,"$6,929,253,311.43","$113,215.23",0.00%
-328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$325,385.26",0.00%
-329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,251,593.47",0.00%
-330,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$216,914.26",0.00%
-331,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$95,253.24",0.00%
-332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$237,009.12",0.00%
-333,3,Vegetable and melon farming,"$30,885,272,746.48","$499,185.47",0.00%
-334,363,Dental laboratories,"$6,071,164,155.13","$98,073.95",0.00%
-335,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$229,320.31",0.00%
-336,60,Flour milling,"$24,410,235,377.89","$393,197.49",0.00%
-337,106,Broadwoven fabric mills,"$6,004,476,568.14","$96,652.50",0.00%
-338,429,Other real estate,"$2,063,772,881,991.79","$33,162,669.71",0.00%
-339,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$458,850.41",0.00%
-340,111,Fabric coating mills,"$2,941,340,275.34","$47,211.31",0.00%
-341,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$501,305.10",0.00%
-342,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$84,104.97",0.00%
-343,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$215,398.72",0.00%
-344,62,Malt manufacturing,"$1,609,185,168.11","$25,640.74",0.00%
-345,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$267,975.20",0.00%
-346,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$110,256.67",0.00%
-347,409,Greeting card publishing,"$620,260,994.43","$9,773.41",0.00%
-348,68,Sugar cane mills and refining,"$9,295,080,877.39","$145,989.96",0.00%
-349,83,Poultry processing,"$105,186,301,944.41","$1,644,290.09",0.00%
-350,415,Wired telecommunications carriers,"$312,303,330,075.70","$4,878,776.38",0.00%
-351,328,Motor home manufacturing,"$8,213,805,405.62","$128,256.60",0.00%
-352,434,Video tape and disc rental,"$2,056,888,651.68","$32,054.93",0.00%
-353,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$100,627.84",0.00%
-354,59,Other animal food manufacturing,"$65,579,824,303.67","$1,015,825.21",0.00%
-355,98,All other food manufacturing,"$57,495,650,042.31","$882,517.55",0.00%
-356,18,Commercial hunting and trapping,"$1,457,086,312.35","$22,323.51",0.00%
-357,500,Death care services,"$21,907,750,073.48","$335,222.62",0.00%
-358,113,Curtain and linen mills,"$2,979,017,369.60","$45,564.00",0.00%
-359,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$110,734.78",0.00%
-360,77,Cheese manufacturing,"$78,758,678,813.71","$1,200,672.69",0.00%
-361,412,Sound recording industries,"$31,525,668,537.03","$479,872.30",0.00%
-362,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$356,516.24",0.00%
-363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$26,704.96",0.00%
-364,117,Apparel knitting mills,"$1,078,135,943.04","$16,345.73",0.00%
-365,172,Toilet preparation manufacturing,"$45,913,297,452.17","$694,185.22",0.00%
-366,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$3,803,492.55",0.00%
-367,13,Poultry and egg production,"$78,014,200,034.51","$1,177,539.85",0.00%
-368,97,Spice and extract manufacturing,"$19,373,537,300.45","$292,332.11",0.00%
-369,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$311,416.76",0.00%
-370,12,Dairy cattle and milk production,"$55,960,191,839.82","$831,505.67",0.00%
-371,4,Fruit farming,"$27,048,229,916.23","$396,712.06",0.00%
-372,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$124,036.14",0.00%
-373,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$192,758.33",0.00%
-374,118,Cut and sew apparel contractors,"$2,653,123,700.63","$38,874.67",0.00%
-375,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$219,885.07",0.00%
-376,473,Nursing and community care facilities,"$259,557,368,469.24","$3,767,528.15",0.00%
-377,79,Fluid milk manufacturing,"$58,670,165,867.62","$849,281.69",0.00%
-378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$57,579.77",0.00%
-379,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$109,994.54",0.00%
-380,122,Footwear manufacturing,"$3,007,443,476.76","$43,195.18",0.00%
-381,344,Boat building,"$16,575,494,394.55","$237,886.92",0.00%
-382,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$37,208.20",0.00%
-383,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$574,513.07",0.00%
-384,87,Seafood product preparation and packaging,"$18,709,695,060.42","$267,667.66",0.00%
-385,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$65,064.52",0.00%
-386,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$100,994.87",0.00%
-387,75,Canned specialties,"$12,228,701,977.18","$174,081.72",0.00%
-388,407,Book publishers,"$38,981,960,284.47","$549,690.31",0.00%
-389,80,Creamery butter manufacturing,"$9,920,387,946.25","$139,584.27",0.00%
-390,20,Oil and gas extraction,"$440,054,943,164.76","$6,173,976.43",0.00%
-391,114,Textile bag and canvas mills,"$5,249,055,341.28","$73,302.47",0.00%
-392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$82,674.80",0.00%
-393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$529,925.45",0.00%
-394,85,Meat processed from carcasses,"$97,119,832,558.67","$1,341,707.54",0.00%
-395,104,Tobacco manufacturing,"$54,449,721,766.50","$751,086.29",0.00%
-396,2,Grain farming,"$92,515,635,807.06","$1,274,315.98",0.00%
-397,298,Electronic connector manufacturing,"$10,285,711,165.08","$141,221.25",0.00%
-398,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$147,375.67",0.00%
-399,430,Tenant-occupied housing,"$685,796,968,030.48","$9,343,708.10",0.00%
-400,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$102,961.88",0.00%
-401,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$413,762.99",0.00%
-402,357,Mattress manufacturing,"$9,419,270,908.18","$126,502.79",0.00%
-403,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$222,594.14",0.00%
-404,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,671,478.85",0.00%
-405,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$158,789.00",0.00%
-406,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,627,724.83",0.00%
-407,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$192,284.49",0.00%
-408,411,Motion picture and video industries,"$175,387,116,345.71","$2,268,460.29",0.00%
-409,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$206,479.60",0.00%
-410,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$240,424.26",0.00%
-411,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$146,253.35",0.00%
-412,61,Rice milling,"$4,898,466,736.87","$61,045.23",0.00%
-413,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$91,966.56",0.00%
-414,94,Coffee and tea manufacturing,"$20,863,690,975.72","$258,412.18",0.00%
-415,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$40,106.89",0.00%
-416,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$449,795.33",0.00%
-417,318,Battery manufacturing,"$39,581,382,532.18","$473,006.11",0.00%
-418,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$180,362.82",0.00%
-419,439,"Architectural, engineering, and related services","$491,156,469,463.54","$5,845,766.38",0.00%
-420,141,Stationery product manufacturing,"$6,277,104,685.19","$73,221.93",0.00%
-421,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$304,994.29",0.00%
-422,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$31,591.40",0.00%
-423,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$354,372.48",0.00%
-424,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$26,051.29",0.00%
-425,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$624,893.84",0.00%
-426,1,Oilseed farming,"$49,937,187,262.22","$542,546.52",0.00%
-427,17,Commercial fishing,"$6,396,190,709.37","$68,467.10",0.00%
-428,136,Pulp mills,"$4,388,558,617.42","$46,275.61",0.00%
-429,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$545,082.63",0.00%
-430,441,Custom computer programming services,"$369,576,048,122.11","$3,782,723.75",0.00%
-431,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$377,628.42",0.00%
-432,373,Burial casket manufacturing,"$823,043,789.50","$8,194.07",0.00%
-433,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,455.94",0.00%
-434,442,Computer systems design services,"$372,342,526,925.07","$3,612,795.11",0.00%
-435,358,Blind and shade manufacturing,"$2,260,551,655.48","$21,927.29",0.00%
-436,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$11,649.96",0.00%
-437,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$196,429.25",0.00%
-438,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$118,529.53",0.00%
-439,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$158,938.42",0.00%
-440,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$208,455.42",0.00%
-441,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$72,696.39",0.00%
-442,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$12,227.81",0.00%
-443,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$363,524.37",0.00%
-444,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$90,945.42",0.00%
-445,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$117,404.85",0.00%
-446,313,Major household appliance manufacturing,"$31,013,443,561.11","$242,432.25",0.00%
-447,5,Tree nut farming,"$10,840,952,356.98","$84,108.53",0.00%
-448,265,Industrial mold manufacturing,"$7,530,247,856.23","$56,493.47",0.00%
-449,112,Carpet and rug mills,"$11,693,395,459.88","$86,687.90",0.00%
-450,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$107,159.92",0.00%
-451,287,Electronic computer manufacturing,"$59,399,365,371.42","$405,890.09",0.00%
-452,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$28,131.47",0.00%
-453,8,Cotton farming,"$5,875,423,327.42","$38,899.67",0.00%
-454,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$35,265.75",0.00%
-455,368,Sign manufacturing,"$16,164,025,409.21","$99,584.17",0.00%
-456,370,Musical instrument manufacturing,"$2,442,378,807.18","$14,551.88",0.00%
-457,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,849.38",0.00%
-458,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$52,050.68",0.00%
-459,334,Motor vehicle metal stamping,"$37,315,706,996.08","$216,498.61",0.00%
-460,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$37,904.65",0.00%
-461,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$84,629.68",0.00%
-462,268,Machine tool manufacturing,"$14,689,449,094.47","$82,938.30",0.00%
-463,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$85,769.83",0.00%
-464,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$35,059.36",0.00%
-465,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$18,189.80",0.00%
-466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$63,171.23",0.00%
-467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$169,296.97",0.00%
-468,446,Scientific research and development services,"$1,205,188,770,353.59","$4,694,911.84",0.00%
-469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,407.14",0.00%
-470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$69,690.41",0.00%
-471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$24,898.73",0.00%
-472,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$31,888.66",0.00%
-473,7,Tobacco farming,"$938,019,405.97","$3,006.29",0.00%
-474,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$31,725.09",0.00%
-475,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$174,387.25",0.00%
-476,288,Computer storage device manufacturing,"$9,130,764,626.37","$25,772.35",0.00%
-477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$69,969.33",0.00%
-478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,321,569.08",0.00%
-479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$61,853.94",0.00%
-480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$11,417.73",0.00%
-481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$11,075.04",0.00%
-482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$18,991.54",0.00%
-483,258,Food product machinery manufacturing,"$8,325,550,800.97","$14,175.73",0.00%
-484,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$52,104.55",0.00%
-485,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$65,443.85",0.00%
-486,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$28,408.94",0.00%
-487,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$42,152.04",0.00%
-488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$21,733.28",0.00%
-489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$74,590.81",0.00%
-490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$39,615.10",0.00%
-491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,444.53",0.00%
-492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$5,063.81",0.00%
-493,343,Ship building and repairing,"$36,749,502,389.40","$38,217.62",0.00%
-494,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$37,889.14",0.00%
-495,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$39,521.52",0.00%
-496,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$4,857.88",0.00%
-497,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$15,573.73",0.00%
-498,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$7,504.27",0.00%
-499,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$10,296.47",0.00%
-500,31,Support activities for oil and gas operations,"$91,409,573,478.95","$42,697.25",0.00%
-501,337,Aircraft manufacturing,"$153,008,468,478.69","$68,057.23",0.00%
-502,33,Other nonmetallic minerals services,"$3,066,411,048.87","$1,354.70",0.00%
-503,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$25,422.49",0.00%
-504,327,Truck trailer manufacturing,"$18,669,883,339.14","$3,655.57",0.00%
-505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$2,055.15",0.00%
-506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,349.30",0.00%
-507,30,Drilling oil and gas wells,"$11,827,333,275.53",$255.52,0.00%
-508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
-509,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
-510,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
-511,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
-512,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,586,500.25",0.06%
+10,174,Explosives manufacturing,"$3,336,015,892.42","$1,722,329.69",0.05%
+11,219,Ferrous metal foundries,"$23,423,417,307.88","$11,094,473.35",0.05%
+12,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,351,225.95",0.04%
+13,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,301,706.13",0.04%
+14,221,Custom roll forming,"$3,403,758,221.65","$1,031,818.48",0.03%
+15,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,294,458.00",0.03%
+16,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,993,261.77",0.03%
+17,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$6,105,959.73",0.03%
+18,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$38,220,752.63",0.03%
+19,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$6,934,462.34",0.03%
+20,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$2,323,045.37",0.02%
+21,273,Other engine equipment manufacturing,"$48,785,187,978.27","$10,620,164.62",0.02%
+22,23,Iron ore mining,"$4,242,665,589.12","$862,263.03",0.02%
+23,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,009,943.56",0.02%
+24,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$994,951.95",0.02%
+25,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$1,950,906.83",0.02%
+26,241,Metal heat treating,"$6,751,197,386.48","$1,208,368.89",0.02%
+27,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$4,194,072.93",0.02%
+28,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$1,628,977.20",0.02%
+29,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$5,248,667.89",0.02%
+30,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,169,718.48",0.02%
+31,239,Machine shops,"$58,418,188,845.25","$9,032,728.72",0.02%
+32,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$5,760,546.78",0.02%
+33,198,Concrete pipe manufacturing,"$4,124,714,176.94","$620,559.29",0.02%
+34,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,093,418.19",0.01%
+35,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$38,939,200.98",0.01%
+36,235,Metal cans manufacturing,"$27,208,678,262.97","$3,813,381.83",0.01%
+37,229,Plate work manufacturing,"$15,417,788,320.32","$2,129,169.04",0.01%
+38,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$812,850.49",0.01%
+39,167,Paint and coating manufacturing,"$40,256,103,819.80","$4,893,628.65",0.01%
+40,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$1,788,347.14",0.01%
+41,220,Nonferrous metal foundries,"$14,956,699,164.90","$1,720,740.99",0.01%
+42,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$7,446,349.47",0.01%
+43,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$2,007,015.46",0.01%
+44,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$1,755,738.48",0.01%
+45,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$5,747,641.65",0.01%
+46,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$795,912.40",0.01%
+47,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$2,312,479.93",0.01%
+48,109,Knit fabric mills,"$1,209,761,149.04","$111,783.30",0.01%
+49,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$1,618,304.51",0.01%
+50,175,Custom compounding of purchased resins,"$12,008,896,270.80","$1,069,148.34",0.01%
+51,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$566,151.78",0.01%
+52,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$947,292.31",0.01%
+53,210,Steel wire drawing,"$6,965,034,108.99","$566,522.70",0.01%
+54,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$2,143,036.11",0.01%
+55,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$566,662.70",0.01%
+56,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$568,310.96",0.01%
+57,199,Other concrete product manufacturing,"$20,872,805,363.99","$1,617,840.60",0.01%
+58,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$34,542,615.72",0.01%
+59,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$1,161,804.17",0.01%
+60,200,Lime manufacturing,"$3,411,426,132.51","$241,374.82",0.01%
+61,238,Spring and wire product manufacturing,"$14,446,923,138.19","$1,013,941.92",0.01%
+62,311,Lighting fixture manufacturing,"$13,551,146,025.36","$950,865.82",0.01%
+63,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$14,337,017.03",0.01%
+64,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$106,098.21",0.01%
+65,397,Rail transportation,"$92,013,918,170.42","$6,396,050.73",0.01%
+66,201,Gypsum product manufacturing,"$10,849,873,573.69","$733,656.47",0.01%
+67,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,525,525.12",0.01%
+68,460,Other support services,"$93,493,521,065.46","$6,099,661.07",0.01%
+69,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$1,087,668.56",0.01%
+70,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$493,998.26",0.01%
+71,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$586,088.07",0.01%
+72,185,Other plastics product manufacturing,"$119,757,914,903.54","$7,562,100.82",0.01%
+73,26,Stone mining and quarrying,"$22,604,707,721.04","$1,426,799.53",0.01%
+74,226,Handtool manufacturing,"$9,269,806,810.85","$576,774.67",0.01%
+75,188,Other rubber product manufacturing,"$18,947,852,104.12","$1,166,188.58",0.01%
+76,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$2,068,207.05",0.01%
+77,195,Cement manufacturing,"$16,124,794,202.42","$935,913.87",0.01%
+78,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$9,355,516.86",0.01%
+79,138,Paperboard mills,"$37,769,326,092.36","$2,112,575.07",0.01%
+80,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$285,946.56",0.01%
+81,139,Paperboard container manufacturing,"$102,476,045,826.39","$5,687,265.19",0.01%
+82,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$739,569.58",0.01%
+83,152,Industrial gas manufacturing,"$43,958,605,364.15","$2,347,261.99",0.01%
+84,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$3,078,567.40",0.01%
+85,451,Management of companies and enterprises,"$819,034,418,120.62","$43,359,428.39",0.01%
+86,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$377,257.43",0.01%
+87,131,"Other millwork, including flooring","$11,872,958,758.31","$611,005.52",0.01%
+88,186,Tire manufacturing,"$25,656,100,926.70","$1,319,712.22",0.01%
+89,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$17,112,375.44",0.00%
+90,32,Metal mining services,"$2,048,448,774.82","$101,541.93",0.00%
+91,161,Fertilizer mixing,"$6,609,942,413.23","$325,066.31",0.00%
+92,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$473,464.88",0.00%
+93,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$545,999.47",0.00%
+94,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$58,029.29",0.00%
+95,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$429,332.24",0.00%
+96,125,Wood preservation,"$12,385,421,188.04","$584,879.55",0.00%
+97,16,Commercial logging,"$9,708,016,677.17","$455,882.34",0.00%
+98,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$1,414,493.73",0.00%
+99,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$857,627.28",0.00%
+100,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$423,797.20",0.00%
+101,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$1,322,164.83",0.00%
+102,124,Sawmills,"$42,023,969,480.44","$1,909,641.52",0.00%
+103,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$398,484.32",0.00%
+104,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$514,126.75",0.00%
+105,27,Sand and gravel mining,"$15,322,656,295.20","$686,401.77",0.00%
+106,129,Wood windows and door manufacturing,"$22,029,620,673.99","$983,011.82",0.00%
+107,24,Gold ore and silver ore mining,"$14,012,282,637.55","$623,038.19",0.00%
+108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$246,001.99",0.00%
+109,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$2,207,920.63",0.00%
+110,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$2,143,724.98",0.00%
+111,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$360,452.91",0.00%
+112,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$3,635,726.42",0.00%
+113,455,Business support services,"$98,531,422,147.59","$4,156,640.76",0.00%
+114,230,Metal window and door manufacturing,"$25,916,655,606.62","$1,089,627.64",0.00%
+115,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$429,127.18",0.00%
+116,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$359,616.32",0.00%
+117,299,Other electronic component manufacturing,"$20,043,941,097.34","$828,585.33",0.00%
+118,399,Truck transportation,"$517,459,714,328.88","$20,908,091.83",0.00%
+119,457,Investigation and security services,"$87,760,959,501.87","$3,528,172.19",0.00%
+120,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$670,582.62",0.00%
+121,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$741,670.20",0.00%
+122,509,Federal electric utilities,"$15,278,393,331.48","$589,050.41",0.00%
+123,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$213,771.67",0.00%
+124,515,Local government electric utilities,"$63,242,600,402.80","$2,427,684.68",0.00%
+125,512,State government electric utilities,"$2,138,213,300.81","$82,001.92",0.00%
+126,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$611,370.75",0.00%
+127,41,Electric power generation - All other,"$598,610,063.76","$22,877.16",0.00%
+128,39,Electric power generation - Geothermal,"$1,089,212,605.47","$41,626.58",0.00%
+129,36,Electric power generation - Nuclear,"$48,600,191,094.94","$1,857,360.04",0.00%
+130,37,Electric power generation - Solar,"$15,183,687,778.59","$580,277.04",0.00%
+131,38,Electric power generation - Wind,"$31,436,960,621.21","$1,201,430.55",0.00%
+132,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$426,132.50",0.00%
+133,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$6,116,210.17",0.00%
+134,40,Electric power generation - Biomass,"$3,248,354,871.06","$124,142.81",0.00%
+135,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$2,027,101.65",0.00%
+136,42,Electric power transmission and distribution,"$454,802,637,163.46","$17,364,590.01",0.00%
+137,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$512,412.86",0.00%
+138,25,Other metal ore mining,"$4,177,930,861.03","$158,621.87",0.00%
+139,454,Employment services,"$472,021,118,180.87","$17,858,237.36",0.00%
+140,508,Postal service,"$82,216,438,935.22","$3,104,065.58",0.00%
+141,237,Hardware manufacturing,"$11,360,442,824.27","$418,691.28",0.00%
+142,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$9,761,791.27",0.00%
+143,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$3,004,714.96",0.00%
+144,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$92,329.23",0.00%
+145,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$214,858.46",0.00%
+146,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$942,159.93",0.00%
+147,403,Couriers and messengers,"$147,389,575,412.04","$5,167,763.48",0.00%
+148,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$3,643,430.81",0.00%
+149,404,Warehousing and storage,"$196,283,203,045.69","$6,868,498.89",0.00%
+150,191,Flat glass manufacturing,"$5,646,246,245.84","$194,895.55",0.00%
+151,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$165,191.77",0.00%
+152,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$328,178.96",0.00%
+153,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$3,457,415.02",0.00%
+154,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$209,054.61",0.00%
+155,440,Specialized design services,"$61,729,364,047.76","$2,043,053.49",0.00%
+156,453,Facilities support services,"$38,362,646,138.12","$1,227,206.61",0.00%
+157,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$10,713,257.37",0.00%
+158,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$116,448.77",0.00%
+159,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$173,635.16",0.00%
+160,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$7,136,033.25",0.00%
+161,173,Printing ink manufacturing,"$4,197,932,161.56","$127,941.25",0.00%
+162,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$6,925,519.42",0.00%
+163,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$666,550.82",0.00%
+164,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$1,091,034.14",0.00%
+165,231,Sheet metal work manufacturing,"$38,948,717,887.18","$1,136,139.08",0.00%
+166,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$7,349,424.11",0.00%
+167,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$462,151.09",0.00%
+168,151,Petrochemical manufacturing,"$213,898,809,710.92","$6,048,187.64",0.00%
+169,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$493,751.73",0.00%
+170,447,"Advertising, public relations, and related services","$221,366,844,538.02","$6,215,184.43",0.00%
+171,116,Other textile product mills,"$5,849,355,190.48","$163,694.61",0.00%
+172,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$16,347,172.02",0.00%
+173,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$4,372,334.08",0.00%
+174,254,Construction machinery manufacturing,"$64,676,876,659.63","$1,782,260.43",0.00%
+175,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$11,144,488.16",0.00%
+176,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$841,410.24",0.00%
+177,43,Natural gas distribution,"$112,805,479,068.56","$3,101,573.05",0.00%
+178,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$380,876.88",0.00%
+179,205,Mineral wool manufacturing,"$10,606,371,397.91","$287,946.15",0.00%
+180,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$208,071.14",0.00%
+181,168,Adhesive manufacturing,"$19,417,045,098.31","$524,244.86",0.00%
+182,137,Paper mills,"$44,700,830,052.02","$1,201,868.88",0.00%
+183,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$2,708,961.98",0.00%
+184,424,Other financial investment activities,"$568,453,393,226.55","$15,203,464.72",0.00%
+185,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$2,514,481.92",0.00%
+186,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$1,120,337.85",0.00%
+187,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$344,744.74",0.00%
+188,458,Services to buildings,"$184,887,389,840.19","$4,894,626.56",0.00%
+189,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$9,721,361.72",0.00%
+190,321,Wiring device manufacturing,"$23,088,452,099.69","$605,691.14",0.00%
+191,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$5,835,013.38",0.00%
+192,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$3,373,379.35",0.00%
+193,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$10,661,159.30",0.00%
+194,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$7,215,732.03",0.00%
+195,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$97,619.10",0.00%
+196,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$12,702,091.99",0.00%
+197,146,Petroleum refineries,"$685,338,713,966.20","$17,259,190.87",0.00%
+198,413,Radio and television broadcasting,"$126,652,960,389.18","$3,185,481.23",0.00%
+199,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$26,433,825.06",0.00%
+200,437,Legal services,"$482,145,097,198.44","$12,119,163.56",0.00%
+201,456,Travel arrangement and reservation services,"$92,038,956,694.17","$2,272,803.36",0.00%
+202,448,Photographic services,"$18,611,681,469.69","$458,577.30",0.00%
+203,452,Office administrative services,"$100,789,973,631.90","$2,443,881.12",0.00%
+204,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$196,196.47",0.00%
+205,110,Textile and fabric finishing mills,"$5,488,614,083.97","$131,664.60",0.00%
+206,144,Printing,"$93,711,787,715.49","$2,236,455.53",0.00%
+207,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$28,111.50",0.00%
+208,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$7,142,416.10",0.00%
+209,406,Periodical publishers,"$28,726,880,599.05","$674,382.57",0.00%
+210,481,"Independent artists, writers, and performers","$78,191,306,536.76","$1,827,656.02",0.00%
+211,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$6,048,442.52",0.00%
+212,418,"Data processing, hosting, and related services","$490,713,862,620.46","$11,415,216.90",0.00%
+213,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$7,180,313.81",0.00%
+214,405,Newspaper publishers,"$23,494,267,330.25","$542,024.62",0.00%
+215,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$2,098,088.23",0.00%
+216,145,Support activities for printing,"$3,010,426,339.58","$69,075.45",0.00%
+217,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$2,385,475.48",0.00%
+218,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$118,805.49",0.00%
+219,478,Performing arts companies,"$40,958,746,144.37","$932,532.98",0.00%
+220,414,Cable and other subscription programming,"$129,841,466,724.49","$2,954,606.41",0.00%
+221,505,Business and professional associations,"$73,615,227,688.04","$1,667,854.27",0.00%
+222,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$9,821,459.97",0.00%
+223,479,Commercial Sports Except Racing,"$62,631,985,438.99","$1,415,485.89",0.00%
+224,510,Other federal government enterprises,"$6,854,090,185.53","$153,743.03",0.00%
+225,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$999,140.67",0.00%
+226,10,All other crop farming,"$22,224,392,154.07","$497,450.55",0.00%
+227,459,Landscape and horticultural services,"$165,786,078,305.71","$3,702,905.81",0.00%
+228,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$176,467.83",0.00%
+229,461,Waste management and remediation services,"$177,999,302,351.73","$3,918,299.70",0.00%
+230,401,Pipeline transportation,"$77,957,430,742.25","$1,712,478.64",0.00%
+231,493,All other food and drinking places,"$276,447,241,992.94","$6,047,170.84",0.00%
+232,495,Car washes,"$35,373,724,638.09","$769,318.93",0.00%
+233,491,Full-service restaurants,"$600,936,370,418.40","$13,048,293.74",0.00%
+234,490,Other accommodations,"$16,436,225,502.96","$356,434.32",0.00%
+235,426,"Insurance carriers, except direct life","$763,623,938,208.92","$16,501,939.69",0.00%
+236,44,"Water, sewage and other systems","$20,702,504,339.27","$446,769.66",0.00%
+237,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$561,151.22",0.00%
+238,391,Retail - Gasoline stores,"$126,195,524,793.46","$2,689,077.65",0.00%
+239,513,Other state government enterprises,"$26,495,170,772.45","$561,674.23",0.00%
+240,516,Other local government enterprises,"$353,931,726,040.53","$7,493,012.44",0.00%
+241,487,Fitness and recreational sports centers,"$40,757,208,080.88","$860,879.99",0.00%
+242,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$1,096,915.48",0.00%
+243,486,Other amusement and recreation industries,"$73,097,118,023.77","$1,540,561.17",0.00%
+244,462,Elementary and secondary schools,"$74,365,925,030.62","$1,566,898.01",0.00%
+245,63,Wet corn milling,"$38,891,507,770.56","$818,838.14",0.00%
+246,476,Child day care services,"$86,623,931,960.28","$1,821,813.21",0.00%
+247,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$1,578,094.84",0.00%
+248,507,Private households,"$27,265,934,911.83","$571,233.50",0.00%
+249,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$84,217.74",0.00%
+250,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$2,376,105.44",0.00%
+251,475,Individual and family services,"$197,385,106,011.81","$4,117,852.53",0.00%
+252,503,Religious organizations,"$160,924,588,099.97","$3,346,525.20",0.00%
+253,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$719,606.67",0.00%
+254,472,Hospitals,"$1,246,642,306,210.30","$25,871,129.75",0.00%
+255,480,Racing and Track Operation,"$2,466,251,193.93","$50,994.77",0.00%
+256,431,Owner-occupied housing,"$2,353,458,000,000.00","$48,415,917.23",0.00%
+257,492,Limited-service restaurants,"$662,772,350,208.32","$13,604,348.25",0.00%
+258,488,Bowling centers,"$4,651,609,193.39","$95,200.23",0.00%
+259,398,Water transportation,"$76,976,695,291.27","$1,573,988.76",0.00%
+260,464,Other educational services,"$150,226,479,511.36","$3,069,967.06",0.00%
+261,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$430,666.42",0.00%
+262,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$3,792,556.30",0.00%
+263,471,Other ambulatory health care services,"$53,046,213,789.29","$1,079,367.78",0.00%
+264,445,Environmental and other technical consulting services,"$89,248,872,652.10","$1,812,604.25",0.00%
+265,394,Retail - General merchandise stores,"$308,393,207,557.39","$6,259,250.38",0.00%
+266,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$1,985,772.74",0.00%
+267,502,Other personal services,"$133,455,503,992.02","$2,694,878.34",0.00%
+268,499,Personal care services,"$99,129,280,065.60","$1,995,283.29",0.00%
+269,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$501,862.53",0.00%
+270,389,Retail - Food and beverage stores,"$340,025,954,447.09","$6,816,038.80",0.00%
+271,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$1,237,387.69",0.00%
+272,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$1,086,876.96",0.00%
+273,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$1,866,217.53",0.00%
+274,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$2,584,560.65",0.00%
+275,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$821,788.44",0.00%
+276,466,Offices of dentists,"$187,241,521,354.72","$3,718,469.94",0.00%
+277,425,Direct life insurance carriers,"$118,798,771,122.27","$2,357,824.67",0.00%
+278,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$509,623.81",0.00%
+279,184,Plastics bottle manufacturing,"$20,649,244,775.09","$409,039.47",0.00%
+280,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$1,462,985.69",0.00%
+281,396,Air transportation,"$328,394,890,891.02","$6,479,622.67",0.00%
+282,465,Offices of physicians,"$710,425,690,758.33","$14,004,367.30",0.00%
+283,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$313,252.40",0.00%
+284,390,Retail - Health and personal care stores,"$203,751,544,401.25","$4,006,691.15",0.00%
+285,467,Offices of other health practitioners,"$173,037,357,927.83","$3,401,965.12",0.00%
+286,410,Software publishers,"$481,752,923,538.80","$9,468,161.98",0.00%
+287,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$3,904,947.26",0.00%
+288,102,Wineries,"$27,858,635,866.29","$547,028.26",0.00%
+289,506,Labor and civic organizations,"$81,538,720,493.49","$1,595,994.83",0.00%
+290,443,"Other computer related services, including facilities management","$72,014,303,860.80","$1,400,075.86",0.00%
+291,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$4,866,443.29",0.00%
+292,468,Outpatient care centers,"$254,994,924,915.48","$4,940,657.38",0.00%
+293,470,Home health care services,"$148,884,219,821.65","$2,879,833.34",0.00%
+294,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$312,317.14",0.00%
+295,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$425,545.83",0.00%
+296,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$599,539.64",0.00%
+297,65,Fats and oils refining and blending,"$27,186,577,576.39","$519,878.55",0.00%
+298,58,Dog and cat food manufacturing,"$42,027,131,811.09","$803,081.00",0.00%
+299,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$755,410.87",0.00%
+300,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$181,129.80",0.00%
+301,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$1,945,192.13",0.00%
+302,143,All other converted paper product manufacturing,"$7,484,025,289.68","$142,483.21",0.00%
+303,484,Amusement parks and arcades,"$27,154,350,236.67","$516,502.81",0.00%
+304,514,Local government passenger transit,"$14,082,847,680.82","$264,092.23",0.00%
+305,511,State government passenger transit,"$1,585,108,785.26","$29,725.16",0.00%
+306,93,Other snack food manufacturing,"$38,904,968,131.82","$724,942.90",0.00%
+307,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$79,719.59",0.00%
+308,101,Breweries,"$37,340,990,790.38","$693,457.47",0.00%
+309,64,Soybean and other oilseed processing,"$76,308,728,857.11","$1,414,729.70",0.00%
+310,292,Other communications equipment manufacturing,"$8,476,374,888.63","$156,835.24",0.00%
+311,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$1,498,130.40",0.00%
+312,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$4,930,030.96",0.00%
+313,103,Distilleries,"$24,706,251,736.01","$454,608.21",0.00%
+314,444,Management consulting services,"$314,984,356,065.88","$5,785,005.44",0.00%
+315,108,Nonwoven fabric mills,"$8,073,560,162.60","$148,223.55",0.00%
+316,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$1,591,700.71",0.00%
+317,91,Tortilla manufacturing,"$6,637,815,191.50","$119,777.70",0.00%
+318,400,Transit and ground passenger transportation,"$169,895,344,811.88","$3,065,434.81",0.00%
+319,100,Manufactured ice,"$1,531,542,683.93","$27,460.40",0.00%
+320,73,Frozen specialties manufacturing,"$29,906,861,739.21","$535,827.59",0.00%
+321,449,Veterinary services,"$71,596,357,121.77","$1,281,394.03",0.00%
+322,171,Surface active agent manufacturing,"$7,929,977,473.13","$141,674.50",0.00%
+323,193,Glass container manufacturing,"$6,929,253,311.43","$123,785.60",0.00%
+324,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$242,341.53",0.00%
+325,67,Beet sugar manufacturing,"$4,964,816,518.93","$88,524.66",0.00%
+326,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$5,010,493.95",0.00%
+327,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$104,655.16",0.00%
+328,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$355,014.49",0.00%
+329,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$1,365,112.17",0.00%
+330,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$507,317.97",0.00%
+331,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$236,547.51",0.00%
+332,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$258,442.94",0.00%
+333,3,Vegetable and melon farming,"$30,885,272,746.48","$544,403.20",0.00%
+334,363,Dental laboratories,"$6,071,164,155.13","$106,953.16",0.00%
+335,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$250,197.93",0.00%
+336,106,Broadwoven fabric mills,"$6,004,476,568.14","$105,572.86",0.00%
+337,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$66,054.03",0.00%
+338,60,Flour milling,"$24,410,235,377.89","$428,839.07",0.00%
+339,429,Other real estate,"$2,063,772,881,991.79","$36,165,741.56",0.00%
+340,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$91,727.83",0.00%
+341,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$234,895.43",0.00%
+342,62,Malt manufacturing,"$1,609,185,168.11","$27,966.46",0.00%
+343,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$292,225.01",0.00%
+344,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$120,123.03",0.00%
+345,409,Greeting card publishing,"$620,260,994.43","$10,664.38",0.00%
+346,111,Fabric coating mills,"$2,941,340,275.34","$50,381.17",0.00%
+347,68,Sugar cane mills and refining,"$9,295,080,877.39","$159,206.80",0.00%
+348,83,Poultry processing,"$105,186,301,944.41","$1,793,391.87",0.00%
+349,328,Motor home manufacturing,"$8,213,805,405.62","$139,774.86",0.00%
+350,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$109,754.48",0.00%
+351,434,Video tape and disc rental,"$2,056,888,651.68","$34,959.93",0.00%
+352,415,Wired telecommunications carriers,"$312,303,330,075.70","$5,295,441.28",0.00%
+353,59,Other animal food manufacturing,"$65,579,824,303.67","$1,109,425.23",0.00%
+354,20,Oil and gas extraction,"$440,054,943,164.76","$7,436,584.59",0.00%
+355,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$546,482.80",0.00%
+356,98,All other food manufacturing,"$57,495,650,042.31","$962,471.57",0.00%
+357,18,Commercial hunting and trapping,"$1,457,086,312.35","$24,344.04",0.00%
+358,500,Death care services,"$21,907,750,073.48","$365,469.65",0.00%
+359,113,Curtain and linen mills,"$2,979,017,369.60","$49,668.95",0.00%
+360,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$120,758.35",0.00%
+361,412,Sound recording industries,"$31,525,668,537.03","$524,357.58",0.00%
+362,77,Cheese manufacturing,"$78,758,678,813.71","$1,309,792.38",0.00%
+363,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$29,210.10",0.00%
+364,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$388,984.18",0.00%
+365,117,Apparel knitting mills,"$1,078,135,943.04","$17,807.09",0.00%
+366,172,Toilet preparation manufacturing,"$45,913,297,452.17","$757,088.09",0.00%
+367,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$4,147,495.66",0.00%
+368,13,Poultry and egg production,"$78,014,200,034.51","$1,284,322.42",0.00%
+369,97,Spice and extract manufacturing,"$19,373,537,300.45","$318,880.15",0.00%
+370,12,Dairy cattle and milk production,"$55,960,191,839.82","$907,160.14",0.00%
+371,4,Fruit farming,"$27,048,229,916.23","$432,715.32",0.00%
+372,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$210,358.04",0.00%
+373,118,Cut and sew apparel contractors,"$2,653,123,700.63","$42,421.71",0.00%
+374,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$239,850.34",0.00%
+375,473,Nursing and community care facilities,"$259,557,368,469.24","$4,107,213.99",0.00%
+376,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$331,491.10",0.00%
+377,79,Fluid milk manufacturing,"$58,670,165,867.62","$926,402.70",0.00%
+378,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$63,087.08",0.00%
+379,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$133,430.96",0.00%
+380,344,Boat building,"$16,575,494,394.55","$259,764.29",0.00%
+381,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$119,906.95",0.00%
+382,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$71,224.36",0.00%
+383,122,Footwear manufacturing,"$3,007,443,476.76","$47,067.81",0.00%
+384,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$626,955.10",0.00%
+385,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$40,495.86",0.00%
+386,87,Seafood product preparation and packaging,"$18,709,695,060.42","$292,010.58",0.00%
+387,75,Canned specialties,"$12,228,701,977.18","$189,869.35",0.00%
+388,407,Book publishers,"$38,981,960,284.47","$600,332.58",0.00%
+389,80,Creamery butter manufacturing,"$9,920,387,946.25","$152,317.86",0.00%
+390,114,Textile bag and canvas mills,"$5,249,055,341.28","$80,487.00",0.00%
+391,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$108,397.03",0.00%
+392,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$90,005.22",0.00%
+393,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$578,056.98",0.00%
+394,85,Meat processed from carcasses,"$97,119,832,558.67","$1,463,153.19",0.00%
+395,104,Tobacco manufacturing,"$54,449,721,766.50","$818,742.30",0.00%
+396,2,Grain farming,"$92,515,635,807.06","$1,387,981.20",0.00%
+397,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$160,706.36",0.00%
+398,430,Tenant-occupied housing,"$685,796,968,030.48","$10,186,876.05",0.00%
+399,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$112,297.82",0.00%
+400,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$451,753.68",0.00%
+401,357,Mattress manufacturing,"$9,419,270,908.18","$137,830.00",0.00%
+402,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$1,823,316.01",0.00%
+403,298,Electronic connector manufacturing,"$10,285,711,165.08","$148,454.40",0.00%
+404,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$1,775,628.00",0.00%
+405,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$211,086.35",0.00%
+406,411,Motion picture and video industries,"$175,387,116,345.71","$2,469,489.90",0.00%
+407,439,"Architectural, engineering, and related services","$491,156,469,463.54","$6,884,414.55",0.00%
+408,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$262,922.41",0.00%
+409,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$783,068.89",0.00%
+410,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$159,560.32",0.00%
+411,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$220,937.97",0.00%
+412,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$228,848.37",0.00%
+413,61,Rice milling,"$4,898,466,736.87","$66,574.47",0.00%
+414,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$162,850.89",0.00%
+415,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$100,418.82",0.00%
+416,94,Coffee and tea manufacturing,"$20,863,690,975.72","$282,065.47",0.00%
+417,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$43,705.02",0.00%
+418,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$493,335.82",0.00%
+419,318,Battery manufacturing,"$39,581,382,532.18","$511,514.11",0.00%
+420,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$194,874.74",0.00%
+421,141,Stationery product manufacturing,"$6,277,104,685.19","$79,400.14",0.00%
+422,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$34,784.99",0.00%
+423,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$333,373.60",0.00%
+424,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$385,577.84",0.00%
+425,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$28,392.07",0.00%
+426,1,Oilseed farming,"$49,937,187,262.22","$589,131.07",0.00%
+427,17,Commercial fishing,"$6,396,190,709.37","$74,779.71",0.00%
+428,136,Pulp mills,"$4,388,558,617.42","$48,995.58",0.00%
+429,441,Custom computer programming services,"$369,576,048,122.11","$4,057,990.45",0.00%
+430,373,Burial casket manufacturing,"$823,043,789.50","$8,935.53",0.00%
+431,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$570,863.59",0.00%
+432,358,Blind and shade manufacturing,"$2,260,551,655.48","$23,885.07",0.00%
+433,442,Computer systems design services,"$372,342,526,925.07","$3,885,293.40",0.00%
+434,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$12,721.83",0.00%
+435,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$379,575.75",0.00%
+436,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$128,889.98",0.00%
+437,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$173,362.46",0.00%
+438,275,Air and gas compressor manufacturing,"$11,295,952,281.20","$110,796.54",0.00%
+439,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$78,554.66",0.00%
+440,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$201,981.95",0.00%
+441,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$13,351.52",0.00%
+442,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$213,224.46",0.00%
+443,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$128,095.12",0.00%
+444,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$385,388.06",0.00%
+445,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$36,192.74",0.00%
+446,5,Tree nut farming,"$10,840,952,356.98","$91,736.93",0.00%
+447,313,Major household appliance manufacturing,"$31,013,443,561.11","$261,575.37",0.00%
+448,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$93,022.24",0.00%
+449,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$116,992.14",0.00%
+450,265,Industrial mold manufacturing,"$7,530,247,856.23","$60,128.64",0.00%
+451,112,Carpet and rug mills,"$11,693,395,459.88","$92,530.03",0.00%
+452,8,Cotton farming,"$5,875,423,327.42","$41,824.01",0.00%
+453,287,Electronic computer manufacturing,"$59,399,365,371.42","$418,070.27",0.00%
+454,368,Sign manufacturing,"$16,164,025,409.21","$107,331.51",0.00%
+455,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$36,903.70",0.00%
+456,370,Musical instrument manufacturing,"$2,442,378,807.18","$15,904.41",0.00%
+457,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$92,257.67",0.00%
+458,334,Motor vehicle metal stamping,"$37,315,706,996.08","$229,971.07",0.00%
+459,353,Wood office furniture manufacturing,"$4,581,758,413.14","$26,909.39",0.00%
+460,354,Custom architectural woodwork and millwork,"$6,542,805,074.05","$38,152.17",0.00%
+461,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$39,680.68",0.00%
+462,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95","$52,186.25",0.00%
+463,268,Machine tool manufacturing,"$14,689,449,094.47","$84,666.80",0.00%
+464,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$93,093.57",0.00%
+465,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$20,142.10",0.00%
+466,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$66,557.73",0.00%
+467,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$183,674.61",0.00%
+468,446,Scientific research and development services,"$1,205,188,770,353.59","$5,237,182.45",0.00%
+469,352,Institutional furniture manufacturing,"$6,520,456,951.78","$24,620.99",0.00%
+470,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$72,614.43",0.00%
+471,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$25,991.99",0.00%
+472,7,Tobacco farming,"$938,019,405.97","$3,278.40",0.00%
+473,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$33,936.43",0.00%
+474,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$35,654.32",0.00%
+475,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$189,206.34",0.00%
+476,288,Computer storage device manufacturing,"$9,130,764,626.37","$27,792.47",0.00%
+477,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$72,536.86",0.00%
+478,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$1,440,330.45",0.00%
+479,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$67,442.04",0.00%
+480,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$12,371.17",0.00%
+481,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$11,880.73",0.00%
+482,282,Packaging machinery manufacturing,"$10,093,518,599.74","$20,254.40",0.00%
+483,258,Food product machinery manufacturing,"$8,325,550,800.97","$14,942.24",0.00%
+484,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$56,862.90",0.00%
+485,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$44,601.34",0.00%
+486,325,Heavy duty truck manufacturing,"$40,717,164,048.65","$66,004.54",0.00%
+487,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$29,223.24",0.00%
+488,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89","$22,162.63",0.00%
+489,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$78,098.74",0.00%
+490,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$42,803.41",0.00%
+491,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20","$15,676.57",0.00%
+492,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28","$5,356.65",0.00%
+493,343,Ship building and repairing,"$36,749,502,389.40","$44,835.88",0.00%
+494,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$41,214.39",0.00%
+495,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$6,085.69",0.00%
+496,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$45,457.04",0.00%
+497,31,Support activities for oil and gas operations,"$91,409,573,478.95","$78,742.77",0.00%
+498,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$17,327.48",0.00%
+499,33,Other nonmetallic minerals services,"$3,066,411,048.87","$2,503.55",0.00%
+500,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20","$8,065.23",0.00%
+501,257,Semiconductor machinery manufacturing,"$20,914,542,877.68","$10,955.97",0.00%
+502,337,Aircraft manufacturing,"$153,008,468,478.69","$69,485.44",0.00%
+503,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$26,441.68",0.00%
+504,327,Truck trailer manufacturing,"$18,669,883,339.14","$4,021.63",0.00%
+505,307,Irradiation apparatus manufacturing,"$11,336,061,543.92","$2,223.51",0.00%
+506,30,Drilling oil and gas wells,"$11,827,333,275.53",$357.70,0.00%
+507,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19","$1,451.98",0.00%
+508,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+509,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
+510,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+511,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+512,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
 513,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
-514,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-515,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
-516,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
-517,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
-518,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
-519,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+514,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+515,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+516,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+517,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
+518,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+519,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
 520,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
-521,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
-522,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-523,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
-524,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
-525,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
-526,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
-527,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-528,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+521,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+522,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+523,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+524,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+525,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+526,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+527,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+528,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/US/US_2035/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/US/US_2035/occupation_impacts_table.csv
index 3af71f8..dd73f47 100644
--- a/Model_Outputs/IMPLAN/US/US_2035/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/US/US_2035/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,149.80,141.82,"$24,929,844.86","$4,561,256.78","$29,491,101.64","332,498.14"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",42.65,40.92,"$9,223,715.68","$1,678,579.08","$10,902,294.76","91,557.99"
-11-3000,Operations Specialties Managers,105.24,101.87,"$21,713,235.60","$4,086,862.22","$25,800,097.83","226,071.78"
-11-9000,Other Management Occupations,181.46,173.35,"$19,150,564.12","$3,546,825.07","$22,697,389.19","388,809.06"
-13-1000,Business Operations Specialists,323.05,310.35,"$30,631,634.47","$5,602,937.15","$36,234,571.61","646,947.62"
-13-2000,Financial Specialists,98.59,95.17,"$12,706,314.85","$2,200,865.47","$14,907,180.31","197,439.17"
-15-1200,Computer Occupations,116.43,111.99,"$18,303,655.08","$3,138,572.05","$21,442,227.12","231,771.56"
-15-2000,Mathematical Science Occupations,9.97,9.63,"$1,639,661.90","$286,333.31","$1,925,995.21","19,755.90"
-17-1000,"Architects, Surveyors, and Cartographers",5.47,5.27,"$435,448.91","$73,422.84","$508,871.75","11,122.41"
-17-2000,Engineers,165.62,162.05,"$22,513,583.96","$4,654,564.67","$27,168,148.63","347,169.05"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",42.27,41.34,"$3,943,476.15","$822,576.49","$4,766,052.64","84,608.36"
-19-1000,Life Scientists,4.16,3.92,"$524,164.87","$96,647.02","$620,811.89","8,207.56"
-19-2000,Physical Scientists,3.61,3.49,"$507,892.59","$103,695.39","$611,587.98","7,258.79"
-19-3000,Social Scientists and Related Workers,2.05,1.89,"$226,582.65","$41,276.10","$267,858.75","3,743.12"
-19-4000,"Life, Physical, and Social Science Technicians",5.04,4.83,"$407,384.28","$85,951.29","$493,335.57","9,399.10"
-19-5000,Occupational Health and Safety Specialists and Technicians,12.89,12.48,"$1,012,983.24","$199,929.87","$1,212,913.11","26,256.57"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",28.95,26.03,"$1,701,889.65","$322,771.32","$2,024,660.98","50,461.49"
-21-2000,Religious Workers,13.74,11.90,"$648,315.24","$94,663.26","$742,978.50","27,126.00"
-23-1000,"Lawyers, Judges, and Related Workers",14.04,13.47,"$3,515,049.81","$597,277.73","$4,112,327.54","29,939.07"
-23-2000,Legal Support Workers,8.66,8.29,"$730,843.79","$122,946.15","$853,789.94","15,611.05"
-25-1000,Postsecondary Teachers,8.51,7.72,"$851,980.42","$190,860.15","$1,042,840.57","12,956.04"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",18.11,16.05,"$872,729.61","$174,772.90","$1,047,502.52","31,205.32"
-25-3000,Other Teachers and Instructors,12.08,10.80,"$494,855.98","$97,156.93","$592,012.91","15,610.60"
-25-4000,"Librarians, Curators, and Archivists",0.87,0.77,"$56,557.82","$10,396.08","$66,953.90","1,394.94"
-25-9000,Other Educational Instruction and Library Occupations,9.25,8.24,"$400,250.15","$78,143.71","$478,393.86","12,981.53"
-27-1000,Art and Design Workers,15.23,14.44,"$1,367,407.99","$237,403.64","$1,604,811.64","27,109.94"
-27-2000,"Entertainers and Performers, Sports and Related Workers",11.45,10.11,"$1,261,501.88","$219,560.64","$1,481,062.52","15,899.81"
-27-3000,Media and Communication Workers,14.09,13.25,"$1,617,751.64","$289,121.06","$1,906,872.70","25,859.54"
-27-4000,Media and Communication Equipment Workers,5.19,4.83,"$469,851.53","$83,851.97","$553,703.50","8,755.69"
-29-1000,Healthcare Diagnosing or Treating Practitioners,99.13,91.71,"$13,691,088.09","$2,693,691.97","$16,384,780.06","181,304.93"
-29-2000,Health Technologists and Technicians,48.80,44.86,"$3,124,808.87","$616,492.82","$3,741,301.69","86,752.47"
-29-9000,Other Healthcare Practitioners and Technical Occupations,1.96,1.83,"$160,686.62","$30,362.98","$191,049.60","3,698.15"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",94.46,84.66,"$3,093,284.97","$599,968.96","$3,693,253.93","147,084.70"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.28,3.00,"$162,055.43","$32,248.72","$194,304.16","4,922.20"
-31-9000,Other Healthcare Support Occupations,29.91,27.37,"$1,373,855.36","$261,423.75","$1,635,279.10","49,004.72"
-33-1000,Supervisors of Protective Service Workers,2.55,2.34,"$202,634.51","$37,113.09","$239,747.59","5,303.39"
-33-2000,Firefighting and Prevention Workers,1.36,1.25,"$70,785.59","$12,406.35","$83,191.94","3,410.95"
-33-3000,Law Enforcement Workers,0.55,0.51,"$37,270.70","$8,238.98","$45,509.68","1,217.12"
-33-9000,Other Protective Service Workers,46.79,42.88,"$2,264,027.48","$402,854.14","$2,666,881.62","78,439.80"
-35-1000,Supervisors of Food Preparation and Serving Workers,26.71,21.51,"$1,423,418.40","$204,523.22","$1,627,941.62","44,762.15"
-35-2000,Cooks and Food Preparation Workers,68.31,55.50,"$2,175,450.68","$321,002.37","$2,496,453.05","92,671.96"
-35-3000,Food and Beverage Serving Workers,140.44,112.97,"$3,808,171.56","$540,047.74","$4,348,219.30","154,165.90"
-35-9000,Other Food Preparation and Serving Related Workers,30.30,24.50,"$754,282.26","$107,278.73","$861,560.99","30,030.50"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.31,4.85,"$313,472.76","$54,385.24","$367,858.00","10,567.53"
-37-2000,Building Cleaning and Pest Control Workers,71.22,65.05,"$2,792,855.63","$496,856.08","$3,289,711.71","112,582.64"
-37-3000,Grounds Maintenance Workers,18.58,16.93,"$817,160.81","$143,536.06","$960,696.87","31,467.66"
-39-1000,Supervisors of Personal Care and Service Workers,3.68,3.22,"$229,113.30","$45,377.85","$274,491.15","6,403.96"
-39-2000,Animal Care and Service Workers,4.82,4.21,"$160,443.48","$24,446.85","$184,890.34","6,440.40"
-39-3000,Entertainment Attendants and Related Workers,11.35,9.78,"$358,154.71","$73,673.69","$431,828.40","12,387.71"
-39-4000,Funeral Service Workers,0.80,0.69,"$35,923.00","$5,159.07","$41,082.07","1,227.45"
-39-5000,Personal Appearance Workers,9.15,7.92,"$311,609.93","$46,251.98","$357,861.91","12,412.00"
-39-6000,"Baggage Porters, Bellhops, and Concierges",1.31,1.18,"$59,959.93","$10,266.11","$70,226.04","2,062.88"
-39-7000,Tour and Travel Guides,3.48,3.20,"$175,996.37","$31,717.90","$207,714.27","3,768.24"
-39-9000,Other Personal Care and Service Workers,22.30,19.31,"$613,057.34","$107,721.82","$720,779.16","25,991.25"
-41-1000,Supervisors of Sales Workers,28.92,26.14,"$2,371,587.70","$469,213.75","$2,840,801.45","57,243.76"
-41-2000,Retail Sales Workers,147.56,129.77,"$5,144,070.22","$1,065,412.89","$6,209,483.12","201,767.43"
-41-3000,"Sales Representatives, Services",55.57,53.07,"$5,898,465.73","$992,120.41","$6,890,586.14","110,911.26"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",84.63,82.07,"$9,697,777.14","$1,753,384.01","$11,451,161.15","178,596.12"
-41-9000,Other Sales and Related Workers,14.93,14.10,"$1,303,215.87","$232,056.95","$1,535,272.82","26,583.51"
-43-1000,Supervisors of Office and Administrative Support Workers,43.60,41.38,"$3,908,385.69","$748,770.36","$4,657,156.05","85,646.14"
-43-2000,Communications Equipment Operators,0.82,0.76,"$41,069.10","$7,478.49","$48,547.59","1,382.54"
-43-3000,Financial Clerks,84.94,80.89,"$4,986,067.84","$908,487.26","$5,894,555.10","151,107.14"
-43-4000,Information and Record Clerks,123.97,116.80,"$7,217,301.86","$1,326,002.14","$8,543,304.00","207,519.21"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",97.99,91.87,"$6,533,967.27","$1,710,395.71","$8,244,362.98","188,846.40"
-43-6000,Secretaries and Administrative Assistants,86.04,81.07,"$4,799,573.86","$872,230.35","$5,671,804.21","152,197.37"
-43-9000,Other Office and Administrative Support Workers,98.12,92.97,"$4,414,111.94","$803,838.49","$5,217,950.43","160,156.28"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.21,1.05,"$79,482.86","$18,633.49","$98,116.35","2,504.02"
-45-2000,Agricultural Workers,13.76,11.99,"$579,636.68","$129,345.42","$708,982.11","23,247.36"
-45-3000,Fishing and Hunting Workers,0.05,0.04,"$2,697.64",$859.32,"$3,556.96",79.55
-45-4000,"Forest, Conservation, and Logging Workers",1.39,1.24,"$86,656.73","$25,812.27","$112,469.00","2,916.46"
-47-1000,Supervisors of Construction and Extraction Workers,144.54,139.76,"$7,536,871.16","$1,355,164.11","$8,892,035.27","311,477.36"
-47-2000,Construction Trades Workers,457.50,442.25,"$17,731,499.44","$3,204,595.84","$20,936,095.28","864,791.07"
-47-3000,"Helpers, Construction Trades",10.36,10.01,"$255,982.25","$44,760.50","$300,742.75","16,929.77"
-47-4000,Other Construction and Related Workers,8.96,8.64,"$618,334.30","$123,274.67","$741,608.97","17,849.97"
-47-5000,Extraction Workers,18.00,17.69,"$1,864,203.98","$426,770.80","$2,290,974.78","42,972.23"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",23.91,22.67,"$2,703,233.17","$554,180.29","$3,257,413.46","53,070.32"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",13.03,12.25,"$1,091,883.51","$210,713.33","$1,302,596.85","26,978.39"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",64.02,58.86,"$4,851,360.89","$921,999.42","$5,773,360.31","129,529.67"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",139.69,133.87,"$11,122,596.47","$2,273,711.59","$13,396,308.06","286,429.82"
-51-1000,Supervisors of Production Workers,58.31,57.09,"$6,248,249.11","$1,351,388.59","$7,599,637.70","129,590.15"
-51-2000,Assemblers and Fabricators,232.10,227.87,"$15,540,374.25","$3,322,681.56","$18,863,055.81","455,844.50"
-51-3000,Food Processing Workers,13.78,12.59,"$650,394.01","$137,386.71","$787,780.72","24,637.28"
-51-4000,Metal Workers and Plastic Workers,270.59,265.70,"$19,934,733.59","$4,261,487.20","$24,196,220.80","560,222.03"
-51-5100,Printing Workers,5.11,4.94,"$293,807.87","$58,784.69","$352,592.57","9,567.96"
-51-6000,"Textile, Apparel, and Furnishings Workers",9.80,9.04,"$443,224.19","$79,678.96","$522,903.14","16,875.50"
-51-7000,Woodworkers,6.36,6.16,"$346,596.82","$71,918.69","$418,515.51","12,406.88"
-51-8000,Plant and System Operators,6.59,6.43,"$699,485.99","$202,225.67","$901,711.66","13,929.30"
-51-9000,Other Production Occupations,180.32,176.01,"$12,794,615.83","$2,738,277.54","$15,532,893.37","358,330.91"
-53-1000,Supervisors of Transportation and Material Moving Workers,19.51,18.42,"$1,705,892.32","$337,246.11","$2,043,138.43","41,494.33"
-53-2000,Air Transportation Workers,5.65,5.30,"$1,052,266.06","$259,944.90","$1,312,210.97","10,360.28"
-53-3000,Motor Vehicle Operators,126.78,118.87,"$8,040,055.25","$1,728,474.32","$9,768,529.56","252,874.68"
-53-4000,Rail Transportation Workers,4.59,4.31,"$393,970.61","$118,990.83","$512,961.44","10,929.41"
-53-5000,Water Transportation Workers,5.70,5.32,"$535,881.60","$103,062.45","$638,944.05","13,317.75"
-53-6000,Other Transportation Workers,7.24,6.44,"$320,434.13","$60,538.78","$380,972.92","11,123.53"
-53-7000,Material Moving Workers,244.38,230.95,"$12,855,468.57","$2,465,220.08","$15,320,688.65","415,357.38"
+11-1000,Top Executives,159.74,151.16,"$27,046,190.41","$4,950,942.74","$31,997,133.15","354,458.04"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",45.56,43.69,"$9,932,149.41","$1,798,514.66","$11,730,664.06","97,713.50"
+11-3000,Operations Specialties Managers,113.30,109.66,"$23,680,189.83","$4,449,230.07","$28,129,419.90","243,223.24"
+11-9000,Other Management Occupations,187.92,179.41,"$20,262,110.65","$3,758,932.98","$24,021,043.64","402,207.00"
+13-1000,Business Operations Specialists,339.13,325.69,"$32,639,225.59","$5,959,747.96","$38,598,973.55","678,525.47"
+13-2000,Financial Specialists,107.41,103.71,"$14,165,527.29","$2,443,447.68","$16,608,974.97","215,072.10"
+15-1200,Computer Occupations,125.35,120.55,"$19,819,682.30","$3,386,713.83","$23,206,396.13","249,430.63"
+15-2000,Mathematical Science Occupations,10.90,10.52,"$1,798,866.43","$313,030.96","$2,111,897.38","21,573.82"
+17-1000,"Architects, Surveyors, and Cartographers",6.22,6.00,"$524,465.78","$90,915.51","$615,381.29","12,654.02"
+17-2000,Engineers,170.83,167.12,"$23,336,915.46","$4,825,367.14","$28,162,282.60","358,341.10"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",43.33,42.37,"$4,046,307.00","$842,541.61","$4,888,848.61","86,711.44"
+19-1000,Life Scientists,4.61,4.35,"$582,180.12","$107,264.92","$689,445.04","9,101.70"
+19-2000,Physical Scientists,4.00,3.88,"$564,224.25","$115,387.49","$679,611.73","8,051.43"
+19-3000,Social Scientists and Related Workers,2.25,2.08,"$251,125.70","$45,667.94","$296,793.64","4,126.23"
+19-4000,"Life, Physical, and Social Science Technicians",5.67,5.44,"$463,555.76","$98,370.39","$561,926.15","10,607.48"
+19-5000,Occupational Health and Safety Specialists and Technicians,13.76,13.33,"$1,130,486.12","$226,167.23","$1,356,653.36","28,054.72"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",31.65,28.47,"$1,863,246.51","$353,210.43","$2,216,456.93","55,175.57"
+21-2000,Religious Workers,14.99,12.98,"$707,578.52","$103,323.68","$810,902.20","29,597.77"
+23-1000,"Lawyers, Judges, and Related Workers",15.55,14.92,"$3,911,202.11","$663,793.16","$4,574,995.27","33,147.84"
+23-2000,Legal Support Workers,9.62,9.21,"$814,320.74","$136,951.58","$951,272.32","17,345.57"
+25-1000,Postsecondary Teachers,9.28,8.42,"$929,631.41","$208,237.86","$1,137,869.27","14,135.18"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",19.76,17.51,"$952,216.94","$190,687.94","$1,142,904.88","34,042.06"
+25-3000,Other Teachers and Instructors,13.13,11.74,"$538,105.23","$105,683.52","$643,788.75","16,955.65"
+25-4000,"Librarians, Curators, and Archivists",0.95,0.85,"$61,857.42","$11,364.09","$73,221.51","1,524.46"
+25-9000,Other Educational Instruction and Library Occupations,10.08,8.99,"$437,007.57","$85,305.19","$522,312.76","14,159.55"
+27-1000,Art and Design Workers,16.42,15.58,"$1,484,901.01","$257,213.68","$1,742,114.69","29,211.12"
+27-2000,"Entertainers and Performers, Sports and Related Workers",12.50,11.04,"$1,375,675.48","$239,370.00","$1,615,045.48","17,348.53"
+27-3000,Media and Communication Workers,15.29,14.38,"$1,760,319.23","$314,062.22","$2,074,381.45","28,055.71"
+27-4000,Media and Communication Equipment Workers,5.74,5.33,"$519,874.09","$92,487.05","$612,361.14","9,684.27"
+29-1000,Healthcare Diagnosing or Treating Practitioners,108.10,100.02,"$14,938,877.77","$2,938,941.03","$17,877,818.80","197,733.54"
+29-2000,Health Technologists and Technicians,53.27,48.97,"$3,413,067.28","$673,218.46","$4,086,285.74","94,702.22"
+29-9000,Other Healthcare Practitioners and Technical Occupations,2.15,2.00,"$176,607.44","$33,346.15","$209,953.59","4,054.21"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",102.95,92.27,"$3,370,942.57","$653,860.90","$4,024,803.47","160,301.43"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,3.58,3.27,"$176,897.68","$35,196.73","$212,094.41","5,370.06"
+31-9000,Other Healthcare Support Occupations,32.62,29.85,"$1,498,766.36","$285,176.12","$1,783,942.48","53,447.73"
+33-1000,Supervisors of Protective Service Workers,2.73,2.51,"$218,581.15","$40,113.63","$258,694.78","5,673.86"
+33-2000,Firefighting and Prevention Workers,1.42,1.30,"$73,848.15","$12,967.72","$86,815.86","3,550.66"
+33-3000,Law Enforcement Workers,0.59,0.54,"$40,435.65","$9,100.17","$49,535.82","1,297.62"
+33-9000,Other Protective Service Workers,50.17,45.99,"$2,439,853.50","$434,865.64","$2,874,719.14","84,115.50"
+35-1000,Supervisors of Food Preparation and Serving Workers,29.16,23.49,"$1,555,080.79","$223,527.17","$1,778,607.96","48,881.48"
+35-2000,Cooks and Food Preparation Workers,74.43,60.46,"$2,373,307.67","$350,195.51","$2,723,503.17","100,958.93"
+35-3000,Food and Beverage Serving Workers,153.24,123.27,"$4,155,687.94","$589,336.67","$4,745,024.62","168,218.76"
+35-9000,Other Food Preparation and Serving Related Workers,33.07,26.74,"$823,452.84","$117,095.99","$940,548.82","32,777.72"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,5.92,5.40,"$349,603.90","$60,637.06","$410,240.96","11,779.71"
+37-2000,Building Cleaning and Pest Control Workers,78.36,71.56,"$3,081,801.78","$548,208.93","$3,630,010.70","123,827.37"
+37-3000,Grounds Maintenance Workers,20.63,18.80,"$912,426.37","$160,154.39","$1,072,580.76","34,975.07"
+39-1000,Supervisors of Personal Care and Service Workers,4.02,3.51,"$250,260.51","$49,526.48","$299,786.99","6,992.83"
+39-2000,Animal Care and Service Workers,5.26,4.59,"$175,113.66","$26,685.98","$201,799.64","7,029.39"
+39-3000,Entertainment Attendants and Related Workers,12.38,10.66,"$390,890.66","$80,332.26","$471,222.92","13,511.99"
+39-4000,Funeral Service Workers,0.87,0.75,"$39,159.29","$5,623.26","$44,782.54","1,337.95"
+39-5000,Personal Appearance Workers,9.98,8.64,"$339,870.37","$50,448.68","$390,319.05","13,538.17"
+39-6000,"Baggage Porters, Bellhops, and Concierges",1.42,1.29,"$65,170.66","$11,160.58","$76,331.24","2,241.04"
+39-7000,Tour and Travel Guides,3.84,3.54,"$194,331.92","$35,021.54","$229,353.46","4,159.40"
+39-9000,Other Personal Care and Service Workers,24.33,21.06,"$668,929.74","$117,529.89","$786,459.64","28,347.57"
+41-1000,Supervisors of Sales Workers,31.44,28.41,"$2,571,767.38","$508,212.75","$3,079,980.13","62,212.41"
+41-2000,Retail Sales Workers,160.99,141.59,"$5,614,693.06","$1,162,458.86","$6,777,151.92","220,083.24"
+41-3000,"Sales Representatives, Services",60.75,58.04,"$6,560,597.55","$1,101,249.59","$7,661,847.14","121,318.16"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",89.48,86.74,"$10,275,598.49","$1,849,515.40","$12,125,113.89","188,778.47"
+41-9000,Other Sales and Related Workers,16.02,15.12,"$1,390,592.03","$246,432.71","$1,637,024.74","28,427.85"
+43-1000,Supervisors of Office and Administrative Support Workers,46.84,44.44,"$4,228,879.95","$808,787.75","$5,037,667.70","91,981.81"
+43-2000,Communications Equipment Operators,0.89,0.83,"$44,762.61","$8,149.92","$52,912.53","1,505.85"
+43-3000,Financial Clerks,91.22,86.85,"$5,417,844.84","$986,230.42","$6,404,075.26","162,256.53"
+43-4000,Information and Record Clerks,134.55,126.75,"$7,847,127.32","$1,438,348.78","$9,285,476.10","225,239.92"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",103.32,96.78,"$6,906,950.86","$1,813,908.20","$8,720,859.06","199,110.18"
+43-6000,Secretaries and Administrative Assistants,92.11,86.75,"$5,209,650.70","$945,667.55","$6,155,318.25","162,918.01"
+43-9000,Other Office and Administrative Support Workers,104.64,99.11,"$4,768,144.78","$868,622.88","$5,636,767.66","170,833.92"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",1.33,1.16,"$88,339.15","$20,775.36","$109,114.51","2,770.68"
+45-2000,Agricultural Workers,15.07,13.14,"$636,710.07","$141,945.08","$778,655.15","25,471.71"
+45-3000,Fishing and Hunting Workers,0.05,0.05,"$2,945.37",$938.24,"$3,883.61",86.84
+45-4000,"Forest, Conservation, and Logging Workers",1.61,1.42,"$100,068.39","$30,011.81","$130,080.20","3,360.70"
+47-1000,Supervisors of Construction and Extraction Workers,152.53,147.60,"$8,864,500.52","$1,657,804.39","$10,522,304.91","329,139.41"
+47-2000,Construction Trades Workers,476.27,460.62,"$19,726,298.25","$3,653,809.52","$23,380,107.76","903,565.29"
+47-3000,"Helpers, Construction Trades",10.45,10.10,"$260,499.48","$45,577.93","$306,077.42","17,081.15"
+47-4000,Other Construction and Related Workers,9.68,9.33,"$683,117.73","$138,367.66","$821,485.39","19,338.87"
+47-5000,Extraction Workers,44.86,44.13,"$4,811,173.85","$1,109,805.79","$5,920,979.64","106,241.91"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",27.61,26.24,"$3,294,664.60","$687,747.49","$3,982,412.09","61,380.83"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",14.09,13.24,"$1,193,786.25","$232,173.01","$1,425,959.26","29,183.91"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",72.92,67.27,"$5,712,877.69","$1,105,020.24","$6,817,897.93","148,215.42"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",153.08,146.76,"$12,438,425.00","$2,564,002.83","$15,002,427.83","314,142.35"
+51-1000,Supervisors of Production Workers,60.09,58.82,"$6,467,380.41","$1,401,937.87","$7,869,318.28","133,547.45"
+51-2000,Assemblers and Fabricators,234.72,230.39,"$15,695,434.63","$3,354,298.23","$19,049,732.86","460,874.28"
+51-3000,Food Processing Workers,15.01,13.72,"$708,889.28","$149,808.27","$858,697.55","26,842.43"
+51-4000,Metal Workers and Plastic Workers,274.85,269.86,"$20,289,811.46","$4,339,329.01","$24,629,140.46","569,047.65"
+51-5100,Printing Workers,5.51,5.33,"$316,593.91","$63,261.41","$379,855.32","10,317.57"
+51-6000,"Textile, Apparel, and Furnishings Workers",10.65,9.82,"$482,442.46","$86,746.86","$569,189.32","18,332.92"
+51-7000,Woodworkers,6.60,6.39,"$360,049.50","$74,664.35","$434,713.85","12,873.85"
+51-8000,Plant and System Operators,7.67,7.49,"$826,339.03","$238,036.81","$1,064,375.84","16,260.43"
+51-9000,Other Production Occupations,187.61,183.08,"$13,354,748.53","$2,864,555.78","$16,219,304.31","372,778.25"
+53-1000,Supervisors of Transportation and Material Moving Workers,21.40,20.21,"$1,916,474.89","$382,421.23","$2,298,896.12","45,535.45"
+53-2000,Air Transportation Workers,6.19,5.81,"$1,153,456.35","$284,701.41","$1,438,157.76","11,350.76"
+53-3000,Motor Vehicle Operators,138.58,130.00,"$8,905,776.58","$1,917,836.73","$10,823,613.31","276,533.52"
+53-4000,Rail Transportation Workers,6.48,6.08,"$559,936.81","$169,409.40","$729,346.21","15,440.84"
+53-5000,Water Transportation Workers,6.34,5.93,"$598,293.62","$115,290.86","$713,584.48","14,819.34"
+53-6000,Other Transportation Workers,7.95,7.08,"$354,254.37","$67,414.63","$421,669.00","12,237.20"
+53-7000,Material Moving Workers,264.09,249.58,"$14,104,464.81","$2,720,684.19","$16,825,149.00","449,671.63"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/US/US_2035/tax_results.csv b/Model_Outputs/IMPLAN/US/US_2035/tax_results.csv
index 6136402..4f75f33 100644
--- a/Model_Outputs/IMPLAN/US/US_2035/tax_results.csv
+++ b/Model_Outputs/IMPLAN/US/US_2035/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$1,889,304.45","$1,661,996.71","$1,146,549.42","$8,740,717.38","$45,059,750.09","$58,498,318.05"
-2 - Indirect,"$3,872,968.85","$3,784,376.69","$2,538,446.30","$13,274,081.02","$43,047,108.92","$66,516,981.78"
-3 - Induced,"$5,128,522.83","$5,116,739.50","$3,412,038.22","$16,261,303.59","$41,849,888.08","$71,768,492.22"
-,"$10,890,796.13","$10,563,112.90","$7,097,033.94","$38,276,101.99","$129,956,747.09","$196,783,792.05"
+1 - Direct,"$3,056,779.26","$2,854,531.72","$1,935,218.33","$12,090,210.16","$49,842,174.92","$69,778,914.39"
+2 - Indirect,"$4,412,176.12","$4,321,988.32","$2,897,354.63","$14,989,440.94","$47,674,759.87","$74,295,719.88"
+3 - Induced,"$5,593,316.19","$5,580,458.30","$3,721,265.25","$17,735,135.31","$45,643,835.61","$78,274,010.65"
+,"$13,062,271.57","$12,756,978.35","$8,553,838.21","$44,814,786.41","$143,160,770.39","$222,348,644.93"
diff --git a/Model_Outputs/IMPLAN/US/US_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 271c3a3..f663eff 100644
--- a/Model_Outputs/IMPLAN/US/US_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,883,600.66"
-2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,334,903.89"
-3,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,706,407.72"
-4,21,Coal mining,"$40,369,797,410.22","$50,595,868.07"
-5,224,Nonferrous forging,"$5,015,019,698.50","$5,929,977.77"
-6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$31,931,364.06"
-7,223,Iron and steel forging,"$12,167,051,489.94","$12,430,617.51"
+1,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$247,920,008.27"
+2,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$201,335,839.79"
+3,21,Coal mining,"$40,369,797,410.22","$147,852,648.17"
+4,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$6,713,506.26"
+5,224,Nonferrous forging,"$5,015,019,698.50","$5,942,809.34"
+6,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$32,334,861.54"
+7,223,Iron and steel forging,"$12,167,051,489.94","$12,459,394.50"
 8,51,Construction of other new nonresidential structures,"$160,786,345,780.64","$155,962,350.00"
-9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,242,755.97"
-10,219,Ferrous metal foundries,"$23,423,417,307.88","$11,038,241.81"
-11,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,346,988.48"
-12,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,296,983.78"
-13,221,Custom roll forming,"$3,403,758,221.65","$1,024,037.80"
-14,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,287,353.31"
-15,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$1,980,483.76"
+9,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$5,586,500.25"
+10,174,Explosives manufacturing,"$3,336,015,892.42","$1,722,329.69"
+11,219,Ferrous metal foundries,"$23,423,417,307.88","$11,094,473.35"
+12,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,351,225.95"
+13,202,Abrasive product manufacturing,"$3,629,975,574.14","$1,301,706.13"
+14,221,Custom roll forming,"$3,403,758,221.65","$1,031,818.48"
+15,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$2,294,458.00"
diff --git a/Model_Outputs/IMPLAN/US/US_2036/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/US/US_2036/economic_indicators_by_impact.csv
index f3d6e42..e3282fd 100644
--- a/Model_Outputs/IMPLAN/US/US_2036/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/US/US_2036/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,53.59,"$7,685,078.30","$27,849,675.92","$47,000,000.00"
-2 - Indirect,90.71,"$9,659,894.23","$16,761,980.65","$31,570,819.29"
-3 - Induced,106.58,"$7,677,886.02","$14,424,784.78","$24,459,677.42"
-,250.88,"$25,022,858.56","$59,036,441.35","$103,030,496.71"
+1 - Direct,159.63,"$22,891,722.59","$82,956,481.47","$140,000,000.00"
+2 - Indirect,270.20,"$28,774,153.04","$49,929,304.05","$94,040,738.30"
+3 - Induced,317.48,"$22,870,298.79","$42,967,444.03","$72,858,613.59"
+,747.31,"$74,536,174.42","$175,853,229.56","$306,899,351.90"
diff --git a/Model_Outputs/IMPLAN/US/US_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 574eec6..1353d06 100644
--- a/Model_Outputs/IMPLAN/US/US_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,21,Coal mining,"$40,369,797,410.22","$49,151,287.81",0.12%
-2,174,Explosives manufacturing,"$3,336,015,892.42","$556,468.70",0.02%
-3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,941.74",0.00%
-4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,721.46",0.00%
-5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,204.05",0.00%
-6,161,Fertilizer mixing,"$6,609,942,413.23","$72,389.73",0.00%
-7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,126.44",0.00%
-8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,548.38",0.00%
-9,397,Rail transportation,"$92,013,918,170.42","$958,870.88",0.00%
-10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,918.34",0.00%
-11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,828.16",0.00%
-12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,969.43",0.00%
-13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,459.16",0.00%
-14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$104,010.46",0.00%
-15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,182.88",0.00%
-16,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$1,295,700.61",0.00%
-17,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$40,768.52",0.00%
-18,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$18,399.59",0.00%
-19,186,Tire manufacturing,"$25,656,100,926.70","$106,476.51",0.00%
-20,451,Management of companies and enterprises,"$819,034,418,120.62","$3,213,733.54",0.00%
-21,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$49,391.65",0.00%
-22,16,Commercial logging,"$9,708,016,677.17","$36,432.97",0.00%
-23,188,Other rubber product manufacturing,"$18,947,852,104.12","$60,212.16",0.00%
-24,424,Other financial investment activities,"$568,453,393,226.55","$1,721,332.10",0.00%
-25,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$148,663.88",0.00%
-26,109,Knit fabric mills,"$1,209,761,149.04","$3,620.53",0.00%
-27,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$650,121.65",0.00%
-28,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$3,287.01",0.00%
-29,509,Federal electric utilities,"$15,278,393,331.48","$39,943.23",0.00%
-30,515,Local government electric utilities,"$63,242,600,402.80","$164,480.21",0.00%
-31,512,State government electric utilities,"$2,138,213,300.81","$5,551.46",0.00%
-32,39,Electric power generation - Geothermal,"$1,089,212,605.47","$2,804.68",0.00%
-33,36,Electric power generation - Nuclear,"$48,600,191,094.94","$125,143.74",0.00%
-34,37,Electric power generation - Solar,"$15,183,687,778.59","$39,097.45",0.00%
-35,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$412,093.19",0.00%
-36,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$28,711.62",0.00%
-37,38,Electric power generation - Wind,"$31,436,960,621.21","$80,949.04",0.00%
-38,40,Electric power generation - Biomass,"$3,248,354,871.06","$8,364.40",0.00%
-39,41,Electric power generation - All other,"$598,610,063.76","$1,541.40",0.00%
-40,42,Electric power transmission and distribution,"$454,802,637,163.46","$1,169,024.46",0.00%
-41,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$993,513.20",0.00%
-42,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$11,566.09",0.00%
-43,152,Industrial gas manufacturing,"$43,958,605,364.15","$100,673.19",0.00%
-44,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$17,523.93",0.00%
-45,146,Petroleum refineries,"$685,338,713,966.20","$1,548,604.40",0.00%
-46,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$12,509.03",0.00%
-47,175,Custom compounding of purchased resins,"$12,008,896,270.80","$24,573.69",0.00%
-48,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$20,857.51",0.00%
-49,401,Pipeline transportation,"$77,957,430,742.25","$152,500.24",0.00%
-50,200,Lime manufacturing,"$3,411,426,132.51","$6,445.85",0.00%
-51,241,Metal heat treating,"$6,751,197,386.48","$12,659.54",0.00%
-52,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$43,901.05",0.00%
-53,210,Steel wire drawing,"$6,965,034,108.99","$12,834.85",0.00%
-54,254,Construction machinery manufacturing,"$64,676,876,659.63","$112,778.20",0.00%
-55,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$583,226.90",0.00%
-56,458,Services to buildings,"$184,887,389,840.19","$315,458.31",0.00%
-57,398,Water transportation,"$76,976,695,291.27","$126,455.67",0.00%
-58,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$151,379.76",0.00%
-59,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$165,912.86",0.00%
-60,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$49,651.12",0.00%
-61,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$13,960.43",0.00%
-62,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$66,819.91",0.00%
-63,456,Travel arrangement and reservation services,"$92,038,956,694.17","$144,702.71",0.00%
-64,455,Business support services,"$98,531,422,147.59","$154,445.39",0.00%
-65,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$393,607.65",0.00%
-66,237,Hardware manufacturing,"$11,360,442,824.27","$17,378.34",0.00%
-67,25,Other metal ore mining,"$4,177,930,861.03","$6,346.05",0.00%
-68,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$656,566.66",0.00%
-69,20,Oil and gas extraction,"$440,054,943,164.76","$638,199.19",0.00%
-70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$49,399.78",0.00%
-71,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$532,401.37",0.00%
-72,151,Petrochemical manufacturing,"$213,898,809,710.92","$305,794.06",0.00%
-73,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$79,948.18",0.00%
-74,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$223,653.83",0.00%
-75,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$1,468,557.13",0.00%
-76,403,Couriers and messengers,"$147,389,575,412.04","$204,986.28",0.00%
-77,239,Machine shops,"$58,418,188,845.25","$81,237.05",0.00%
-78,399,Truck transportation,"$517,459,714,328.88","$719,504.56",0.00%
-79,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$667,353.25",0.00%
-80,459,Landscape and horticultural services,"$165,786,078,305.71","$219,198.56",0.00%
-81,437,Legal services,"$482,145,097,198.44","$634,108.99",0.00%
-82,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$39,515.94",0.00%
-83,224,Nonferrous forging,"$5,015,019,698.50","$6,485.35",0.00%
-84,508,Postal service,"$82,216,438,935.22","$106,010.79",0.00%
-85,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$287,504.75",0.00%
-86,510,Other federal government enterprises,"$6,854,090,185.53","$8,758.99",0.00%
-87,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$744,415.90",0.00%
-88,404,Warehousing and storage,"$196,283,203,045.69","$249,146.52",0.00%
-89,43,Natural gas distribution,"$112,805,479,068.56","$141,199.90",0.00%
-90,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$106,322.26",0.00%
-91,125,Wood preservation,"$12,385,421,188.04","$15,202.57",0.00%
-92,445,Environmental and other technical consulting services,"$89,248,872,652.10","$108,844.27",0.00%
-93,219,Ferrous metal foundries,"$23,423,417,307.88","$28,420.96",0.00%
-94,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$122,235.27",0.00%
-95,505,Business and professional associations,"$73,615,227,688.04","$88,257.80",0.00%
-96,223,Iron and steel forging,"$12,167,051,489.94","$14,544.66",0.00%
-97,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$69,196.66",0.00%
-98,460,Other support services,"$93,493,521,065.46","$110,764.89",0.00%
-99,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$173,164.56",0.00%
-100,221,Custom roll forming,"$3,403,758,221.65","$3,932.69",0.00%
-101,195,Cement manufacturing,"$16,124,794,202.42","$18,624.96",0.00%
-102,185,Other plastics product manufacturing,"$119,757,914,903.54","$137,227.62",0.00%
-103,452,Office administrative services,"$100,789,973,631.90","$115,275.48",0.00%
-104,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$93,446.34",0.00%
-105,124,Sawmills,"$42,023,969,480.44","$47,129.69",0.00%
-106,116,Other textile product mills,"$5,849,355,190.48","$6,536.14",0.00%
-107,229,Plate work manufacturing,"$15,417,788,320.32","$17,203.60",0.00%
-108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$6,188.84",0.00%
-109,145,Support activities for printing,"$3,010,426,339.58","$3,352.95",0.00%
-110,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$145,386.67",0.00%
-111,137,Paper mills,"$44,700,830,052.02","$49,344.80",0.00%
-112,139,Paperboard container manufacturing,"$102,476,045,826.39","$113,094.68",0.00%
-113,27,Sand and gravel mining,"$15,322,656,295.20","$16,772.20",0.00%
-114,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$6,652.66",0.00%
-115,10,All other crop farming,"$22,224,392,154.07","$24,139.95",0.00%
-116,447,"Advertising, public relations, and related services","$221,366,844,538.02","$239,712.51",0.00%
-117,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$29,563.22",0.00%
-118,439,"Architectural, engineering, and related services","$491,156,469,463.54","$524,955.22",0.00%
-119,24,Gold ore and silver ore mining,"$14,012,282,637.55","$14,955.41",0.00%
-120,454,Employment services,"$472,021,118,180.87","$503,096.23",0.00%
-121,440,Specialized design services,"$61,729,364,047.76","$65,757.43",0.00%
-122,226,Handtool manufacturing,"$9,269,806,810.85","$9,869.65",0.00%
-123,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$25,351.55",0.00%
-124,457,Investigation and security services,"$87,760,959,501.87","$92,805.72",0.00%
-125,138,Paperboard mills,"$37,769,326,092.36","$39,743.22",0.00%
-126,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$425,914.43",0.00%
-127,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$106,875.66",0.00%
-128,238,Spring and wire product manufacturing,"$14,446,923,138.19","$14,734.59",0.00%
-129,478,Performing arts companies,"$40,958,746,144.37","$41,669.58",0.00%
-130,461,Waste management and remediation services,"$177,999,302,351.73","$180,350.17",0.00%
-131,448,Photographic services,"$18,611,681,469.69","$18,801.23",0.00%
-132,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$8,020.34",0.00%
-133,23,Iron ore mining,"$4,242,665,589.12","$4,264.75",0.00%
-134,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$430,986.88",0.00%
-135,413,Radio and television broadcasting,"$126,652,960,389.18","$125,486.95",0.00%
-136,481,"Independent artists, writers, and performers","$78,191,306,536.76","$76,703.47",0.00%
-137,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$51,017.04",0.00%
-138,173,Printing ink manufacturing,"$4,197,932,161.56","$4,101.09",0.00%
-139,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$295,680.07",0.00%
-140,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$51,507.12",0.00%
-141,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$16,320.67",0.00%
-142,444,Management consulting services,"$314,984,356,065.88","$303,326.07",0.00%
-143,144,Printing,"$93,711,787,715.49","$90,155.59",0.00%
-144,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$4,074.36",0.00%
-145,426,"Insurance carriers, except direct life","$763,623,938,208.92","$724,463.44",0.00%
-146,391,Retail - Gasoline stores,"$126,195,524,793.46","$119,258.00",0.00%
-147,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$244,542.86",0.00%
-148,406,Periodical publishers,"$28,726,880,599.05","$27,120.22",0.00%
-149,493,All other food and drinking places,"$276,447,241,992.94","$257,680.01",0.00%
-150,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$5,975.77",0.00%
-151,479,Commercial Sports Except Racing,"$62,631,985,438.99","$58,076.66",0.00%
-152,491,Full-service restaurants,"$600,936,370,418.40","$557,186.49",0.00%
-153,405,Newspaper publishers,"$23,494,267,330.25","$21,730.67",0.00%
-154,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$83,722.29",0.00%
-155,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$56,184.42",0.00%
-156,414,Cable and other subscription programming,"$129,841,466,724.49","$117,550.07",0.00%
-157,486,Other amusement and recreation industries,"$73,097,118,023.77","$66,113.14",0.00%
-158,490,Other accommodations,"$16,436,225,502.96","$14,818.98",0.00%
-159,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$279,005.14",0.00%
-160,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$84,029.54",0.00%
-161,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$14,521.36",0.00%
-162,311,Lighting fixture manufacturing,"$13,551,146,025.36","$12,071.87",0.00%
-163,220,Nonferrous metal foundries,"$14,956,699,164.90","$13,302.82",0.00%
-164,462,Elementary and secondary schools,"$74,365,925,030.62","$66,113.08",0.00%
-165,476,Child day care services,"$86,623,931,960.28","$76,748.11",0.00%
-166,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$66,507.15",0.00%
-167,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$114,899.13",0.00%
-168,507,Private households,"$27,265,934,911.83","$24,106.82",0.00%
-169,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$23,133.78",0.00%
-170,487,Fitness and recreational sports centers,"$40,757,208,080.88","$35,893.71",0.00%
-171,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$100,159.13",0.00%
-172,475,Individual and family services,"$197,385,106,011.81","$173,544.31",0.00%
-173,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$36,329.18",0.00%
-174,503,Religious organizations,"$160,924,588,099.97","$141,007.55",0.00%
-175,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$15,316.15",0.00%
-176,495,Car washes,"$35,373,724,638.09","$30,872.77",0.00%
-177,472,Hospitals,"$1,246,642,306,210.30","$1,087,511.53",0.00%
-178,480,Racing and Track Operation,"$2,466,251,193.93","$2,148.67",0.00%
-179,394,Retail - General merchandise stores,"$308,393,207,557.39","$267,589.84",0.00%
-180,431,Owner-occupied housing,"$2,353,458,000,000.00","$2,037,453.39",0.00%
-181,488,Bowling centers,"$4,651,609,193.39","$4,015.10",0.00%
-182,464,Other educational services,"$150,226,479,511.36","$129,529.01",0.00%
-183,201,Gypsum product manufacturing,"$10,849,873,573.69","$9,351.92",0.00%
-184,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$159,718.59",0.00%
-185,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$18,119.41",0.00%
-186,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$24,510.21",0.00%
-187,492,Limited-service restaurants,"$662,772,350,208.32","$568,739.21",0.00%
-188,396,Air transportation,"$328,394,890,891.02","$281,181.39",0.00%
-189,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$6,459.70",0.00%
-190,471,Other ambulatory health care services,"$53,046,213,789.29","$45,258.78",0.00%
-191,502,Other personal services,"$133,455,503,992.02","$113,798.70",0.00%
-192,513,Other state government enterprises,"$26,495,170,772.45","$22,591.30",0.00%
-193,389,Retail - Food and beverage stores,"$340,025,954,447.09","$289,824.04",0.00%
-194,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$83,256.62",0.00%
-195,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$194,625.02",0.00%
-196,516,Other local government enterprises,"$353,931,726,040.53","$300,159.57",0.00%
-197,390,Retail - Health and personal care stores,"$203,751,544,401.25","$172,687.80",0.00%
-198,499,Personal care services,"$99,129,280,065.60","$83,889.34",0.00%
-199,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$167,743.23",0.00%
-200,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$13,452.32",0.00%
-201,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$6,441.95",0.00%
-202,514,Local government passenger transit,"$14,082,847,680.82","$11,795.49",0.00%
-203,511,State government passenger transit,"$1,585,108,785.26","$1,327.65",0.00%
-204,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$20,923.59",0.00%
-205,425,Direct life insurance carriers,"$118,798,771,122.27","$99,460.57",0.00%
-206,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$18,479.83",0.00%
-207,466,Offices of dentists,"$187,241,521,354.72","$156,146.49",0.00%
-208,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$61,570.70",0.00%
-209,102,Wineries,"$27,858,635,866.29","$23,106.34",0.00%
-210,465,Offices of physicians,"$710,425,690,758.33","$588,607.40",0.00%
-211,467,Offices of other health practitioners,"$173,037,357,927.83","$143,142.68",0.00%
-212,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$32,700.52",0.00%
-213,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$7,463.85",0.00%
-214,506,Labor and civic organizations,"$81,538,720,493.49","$67,125.46",0.00%
-215,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$205,215.54",0.00%
-216,468,Outpatient care centers,"$254,994,924,915.48","$207,755.20",0.00%
-217,44,"Water, sewage and other systems","$20,702,504,339.27","$16,857.31",0.00%
-218,470,Home health care services,"$148,884,219,821.65","$121,025.63",0.00%
-219,418,"Data processing, hosting, and related services","$490,713,862,620.46","$398,734.46",0.00%
-220,65,Fats and oils refining and blending,"$27,186,577,576.39","$22,047.49",0.00%
-221,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$4,144.52",0.00%
-222,484,Amusement parks and arcades,"$27,154,350,236.67","$21,984.42",0.00%
-223,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$4,754.69",0.00%
-224,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$27,890.24",0.00%
-225,58,Dog and cat food manufacturing,"$42,027,131,811.09","$33,734.17",0.00%
-226,400,Transit and ground passenger transportation,"$169,895,344,811.88","$135,753.97",0.00%
-227,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$81,467.98",0.00%
-228,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$29,383.87",0.00%
-229,184,Plastics bottle manufacturing,"$20,649,244,775.09","$16,332.45",0.00%
-230,63,Wet corn milling,"$38,891,507,770.56","$30,755.61",0.00%
-231,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$43,047.46",0.00%
-232,108,Nonwoven fabric mills,"$8,073,560,162.60","$6,381.77",0.00%
-233,93,Other snack food manufacturing,"$38,904,968,131.82","$30,490.38",0.00%
-234,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$7,716.96",0.00%
-235,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$81,458.88",0.00%
-236,110,Textile and fabric finishing mills,"$5,488,614,083.97","$4,295.55",0.00%
-237,101,Breweries,"$37,340,990,790.38","$29,148.58",0.00%
-238,103,Distilleries,"$24,706,251,736.01","$19,224.41",0.00%
-239,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$4,049.29",0.00%
-240,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$22,624.81",0.00%
-241,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$62,934.61",0.00%
-242,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$10,354.99",0.00%
-243,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$6,268.21",0.00%
-244,410,Software publishers,"$481,752,923,538.80","$372,371.92",0.00%
-245,193,Glass container manufacturing,"$6,929,253,311.43","$5,346.08",0.00%
-246,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$7,172.97",0.00%
-247,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$216,058.96",0.00%
-248,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$66,658.56",0.00%
-249,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$3,587.99",0.00%
-250,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$33,917.89",0.00%
-251,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$202,458.30",0.00%
-252,91,Tortilla manufacturing,"$6,637,815,191.50","$5,033.27",0.00%
-253,73,Frozen specialties manufacturing,"$29,906,861,739.21","$22,522.75",0.00%
-254,100,Manufactured ice,"$1,531,542,683.93","$1,153.01",0.00%
-255,449,Veterinary services,"$71,596,357,121.77","$53,800.05",0.00%
-256,106,Broadwoven fabric mills,"$6,004,476,568.14","$4,510.35",0.00%
-257,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$14,985.73",0.00%
-258,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$16,920.44",0.00%
-259,67,Beet sugar manufacturing,"$4,964,816,518.93","$3,718.07",0.00%
-260,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$10,174.04",0.00%
-261,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$57,416.90",0.00%
-262,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$9,930.43",0.00%
-263,443,"Other computer related services, including facilities management","$72,014,303,860.80","$53,571.82",0.00%
-264,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$10,559.65",0.00%
-265,3,Vegetable and melon farming,"$30,885,272,746.48","$22,870.99",0.00%
-266,64,Soybean and other oilseed processing,"$76,308,728,857.11","$56,493.79",0.00%
-267,363,Dental laboratories,"$6,071,164,155.13","$4,491.09",0.00%
-268,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$10,841.21",0.00%
-269,60,Flour milling,"$24,410,235,377.89","$18,027.28",0.00%
-270,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$207,295.95",0.00%
-271,429,Other real estate,"$2,063,772,881,991.79","$1,518,361.70",0.00%
-272,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$252,241.76",0.00%
-273,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$3,855.58",0.00%
-274,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$150,245.95",0.00%
-275,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$5,358.77",0.00%
-276,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$9,861.38",0.00%
-277,62,Malt manufacturing,"$1,609,185,168.11","$1,176.33",0.00%
-278,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$12,265.48",0.00%
-279,409,Greeting card publishing,"$620,260,994.43",$450.65,0.00%
-280,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$12,164.21",0.00%
-281,59,Other animal food manufacturing,"$65,579,824,303.67","$47,340.54",0.00%
-282,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$1,266.79",0.00%
-283,68,Sugar cane mills and refining,"$9,295,080,877.39","$6,684.99",0.00%
-284,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$4,990.24",0.00%
-285,83,Poultry processing,"$105,186,301,944.41","$75,414.29",0.00%
-286,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$4,616.19",0.00%
-287,434,Video tape and disc rental,"$2,056,888,651.68","$1,469.34",0.00%
-288,412,Sound recording industries,"$31,525,668,537.03","$22,494.62",0.00%
-289,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$39,873.52",0.00%
-290,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$5,906.62",0.00%
-291,328,Motor home manufacturing,"$8,213,805,405.62","$5,825.82",0.00%
-292,98,All other food manufacturing,"$57,495,650,042.31","$40,440.34",0.00%
-293,18,Commercial hunting and trapping,"$1,457,086,312.35","$1,021.98",0.00%
-294,77,Cheese manufacturing,"$78,758,678,813.71","$55,191.13",0.00%
-295,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$16,422.01",0.00%
-296,235,Metal cans manufacturing,"$27,208,678,262.97","$19,043.13",0.00%
-297,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$5,069.89",0.00%
-298,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$9,715.21",0.00%
-299,500,Death care services,"$21,907,750,073.48","$15,298.99",0.00%
-300,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$2,785.00",0.00%
-301,113,Curtain and linen mills,"$2,979,017,369.60","$2,076.21",0.00%
-302,143,All other converted paper product manufacturing,"$7,484,025,289.68","$5,202.50",0.00%
-303,97,Spice and extract manufacturing,"$19,373,537,300.45","$13,427.70",0.00%
-304,172,Toilet preparation manufacturing,"$45,913,297,452.17","$31,815.76",0.00%
-305,13,Poultry and egg production,"$78,014,200,034.51","$54,009.70",0.00%
-306,114,Textile bag and canvas mills,"$5,249,055,341.28","$3,633.18",0.00%
-307,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$173,996.34",0.00%
-308,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$6,350.46",0.00%
-309,117,Apparel knitting mills,"$1,078,135,943.04",$739.12,0.00%
-310,131,"Other millwork, including flooring","$11,872,958,758.31","$8,132.33",0.00%
-311,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$3,115.44",0.00%
-312,171,Surface active agent manufacturing,"$7,929,977,473.13","$5,422.68",0.00%
-313,12,Dairy cattle and milk production,"$55,960,191,839.82","$38,264.98",0.00%
-314,129,Wood windows and door manufacturing,"$22,029,620,673.99","$15,026.24",0.00%
-315,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$20,749.57",0.00%
-316,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$8,901.63",0.00%
-317,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$4,789.84",0.00%
-318,118,Cut and sew apparel contractors,"$2,653,123,700.63","$1,794.04",0.00%
-319,415,Wired telecommunications carriers,"$312,303,330,075.70","$210,697.59",0.00%
-320,292,Other communications equipment manufacturing,"$8,476,374,888.63","$5,709.64",0.00%
-321,4,Fruit farming,"$27,048,229,916.23","$18,210.20",0.00%
-322,344,Boat building,"$16,575,494,394.55","$11,064.85",0.00%
-323,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$10,098.17",0.00%
-324,79,Fluid milk manufacturing,"$58,670,165,867.62","$39,007.04",0.00%
-325,473,Nursing and community care facilities,"$259,557,368,469.24","$171,813.90",0.00%
-326,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$26,524.12",0.00%
-327,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$5,747.71",0.00%
-328,87,Seafood product preparation and packaging,"$18,709,695,060.42","$12,312.14",0.00%
-329,202,Abrasive product manufacturing,"$3,629,975,574.14","$2,387.00",0.00%
-330,407,Book publishers,"$38,981,960,284.47","$25,612.84",0.00%
-331,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$5,013.65",0.00%
-332,75,Canned specialties,"$12,228,701,977.18","$7,985.25",0.00%
-333,122,Footwear manufacturing,"$3,007,443,476.76","$1,958.76",0.00%
-334,80,Creamery butter manufacturing,"$9,920,387,946.25","$6,440.45",0.00%
-335,167,Paint and coating manufacturing,"$40,256,103,819.80","$26,062.52",0.00%
-336,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$9,508.41",0.00%
-337,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$1,662.82",0.00%
-338,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$1,663.21",0.00%
-339,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$24,344.49",0.00%
-340,85,Meat processed from carcasses,"$97,119,832,558.67","$61,427.02",0.00%
-341,168,Adhesive manufacturing,"$19,417,045,098.31","$12,235.77",0.00%
-342,104,Tobacco manufacturing,"$54,449,721,766.50","$34,220.64",0.00%
-343,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$6,742.58",0.00%
-344,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$19,214.91",0.00%
-345,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$4,722.04",0.00%
-346,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$3,707.64",0.00%
-347,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$4,544.38",0.00%
-348,430,Tenant-occupied housing,"$685,796,968,030.48","$426,475.08",0.00%
-349,2,Grain farming,"$92,515,635,807.06","$57,483.89",0.00%
-350,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$15,802.54",0.00%
-351,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$76,797.45",0.00%
-352,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$2,616.57",0.00%
-353,357,Mattress manufacturing,"$9,419,270,908.18","$5,729.24",0.00%
-354,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$30,569.45",0.00%
-355,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$11,378.52",0.00%
-356,230,Metal window and door manufacturing,"$25,916,655,606.62","$15,639.06",0.00%
-357,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$74,807.84",0.00%
-358,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$22,018.45",0.00%
-359,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$6,730.42",0.00%
-360,411,Motion picture and video industries,"$175,387,116,345.71","$101,665.50",0.00%
-361,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$1,614.87",0.00%
-362,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$4,274.90",0.00%
-363,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$17,840.99",0.00%
-364,198,Concrete pipe manufacturing,"$4,124,714,176.94","$2,365.38",0.00%
-365,94,Coffee and tea manufacturing,"$20,863,690,975.72","$11,963.46",0.00%
-366,299,Other electronic component manufacturing,"$20,043,941,097.34","$11,481.45",0.00%
-367,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$10,213.36",0.00%
-368,61,Rice milling,"$4,898,466,736.87","$2,796.66",0.00%
-369,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$5,373.38",0.00%
-370,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$4,749.96",0.00%
-371,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$1,819.91",0.00%
-372,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$13,708.15",0.00%
-373,111,Fabric coating mills,"$2,941,340,275.34","$1,602.75",0.00%
-374,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$3,680.41",0.00%
-375,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59",$631.45,0.00%
-376,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$14,352.24",0.00%
-377,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$14,210.76",0.00%
-378,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$6,115.23",0.00%
-379,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$3,743.80",0.00%
-380,32,Metal mining services,"$2,048,448,774.82","$1,046.60",0.00%
-381,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$1,183.92",0.00%
-382,453,Facilities support services,"$38,362,646,138.12","$19,435.27",0.00%
-383,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$15,780.40",0.00%
-384,199,Other concrete product manufacturing,"$20,872,805,363.99","$10,482.46",0.00%
-385,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$3,169.44",0.00%
-386,17,Commercial fishing,"$6,396,190,709.37","$3,192.71",0.00%
-387,141,Stationery product manufacturing,"$6,277,104,685.19","$3,124.06",0.00%
-388,318,Battery manufacturing,"$39,581,382,532.18","$19,473.94",0.00%
-389,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$7,414.98",0.00%
-390,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$7,339.28",0.00%
-391,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$10,150.66",0.00%
-392,1,Oilseed farming,"$49,937,187,262.22","$23,559.28",0.00%
-393,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$5,367.87",0.00%
-394,321,Wiring device manufacturing,"$23,088,452,099.69","$10,733.03",0.00%
-395,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$6,179.72",0.00%
-396,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$7,311.02",0.00%
-397,373,Burial casket manufacturing,"$823,043,789.50",$375.03,0.00%
-398,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$3,591.43",0.00%
-399,231,Sheet metal work manufacturing,"$38,948,717,887.18","$17,503.30",0.00%
-400,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$8,525.92",0.00%
-401,121,Leather and hide tanning and finishing,"$1,222,349,401.99",$542.11,0.00%
-402,358,Blind and shade manufacturing,"$2,260,551,655.48",$990.22,0.00%
-403,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$6,925.25",0.00%
-404,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$4,463.93",0.00%
-405,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$7,295.60",0.00%
-406,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$6,835.32",0.00%
-407,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$5,240.16",0.00%
-408,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$15,741.28",0.00%
-409,273,Other engine equipment manufacturing,"$48,785,187,978.27","$19,801.43",0.00%
-410,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87",$568.36,0.00%
-411,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$2,141.94",0.00%
-412,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$1,582.05",0.00%
-413,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$1,467.26",0.00%
-414,441,Custom computer programming services,"$369,576,048,122.11","$139,149.79",0.00%
-415,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$5,407.08",0.00%
-416,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$1,901.95",0.00%
-417,442,Computer systems design services,"$372,342,526,925.07","$137,761.98",0.00%
-418,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$2,962.31",0.00%
-419,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$3,755.87",0.00%
-420,5,Tree nut farming,"$10,840,952,356.98","$3,858.41",0.00%
-421,298,Electronic connector manufacturing,"$10,285,711,165.08","$3,657.01",0.00%
-422,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$1,294.46",0.00%
-423,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$2,336.07",0.00%
-424,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$4,972.77",0.00%
-425,136,Pulp mills,"$4,388,558,617.42","$1,375.12",0.00%
-426,313,Major household appliance manufacturing,"$31,013,443,561.11","$9,681.48",0.00%
-427,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$3,380.44",0.00%
-428,191,Flat glass manufacturing,"$5,646,246,245.84","$1,664.85",0.00%
-429,370,Musical instrument manufacturing,"$2,442,378,807.18",$684.07,0.00%
-430,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05",$986.67,0.00%
-431,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$3,858.19",0.00%
-432,112,Carpet and rug mills,"$11,693,395,459.88","$2,954.83",0.00%
-433,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48",$960.97,0.00%
-434,205,Mineral wool manufacturing,"$10,606,371,397.91","$2,678.34",0.00%
-435,8,Cotton farming,"$5,875,423,327.42","$1,478.58",0.00%
-436,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$11,058.03",0.00%
-437,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$13,033.59",0.00%
-438,265,Industrial mold manufacturing,"$7,530,247,856.23","$1,837.25",0.00%
-439,368,Sign manufacturing,"$16,164,025,409.21","$3,916.88",0.00%
-440,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$3,702.67",0.00%
-441,446,Scientific research and development services,"$1,205,188,770,353.59","$274,165.88",0.00%
-442,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$4,137.43",0.00%
-443,31,Support activities for oil and gas operations,"$91,409,573,478.95","$18,217.01",0.00%
-444,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$7,269.31",0.00%
-445,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$3,161.08",0.00%
-446,33,Other nonmetallic minerals services,"$3,066,411,048.87",$580.60,0.00%
-447,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$1,985.80",0.00%
-448,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$3,711.53",0.00%
-449,334,Motor vehicle metal stamping,"$37,315,706,996.08","$6,812.38",0.00%
-450,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$2,052.99",0.00%
-451,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74",$940.82,0.00%
-452,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$2,665.79",0.00%
-453,315,Motor and generator manufacturing,"$20,631,390,946.06","$3,215.25",0.00%
-454,7,Tobacco farming,"$938,019,405.97",$137.63,0.00%
-455,280,Power-driven handtool manufacturing,"$5,652,316,770.11",$828.23,0.00%
-456,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$2,806.83",0.00%
-457,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$1,712.38",0.00%
-458,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$7,495.15",0.00%
-459,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$60,067.87",0.00%
-460,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$2,826.20",0.00%
-461,288,Computer storage device manufacturing,"$9,130,764,626.37","$1,021.73",0.00%
-462,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$1,812.17",0.00%
-463,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$1,035.19",0.00%
-464,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$2,410.61",0.00%
-465,287,Electronic computer manufacturing,"$59,399,365,371.42","$6,159.77",0.00%
-466,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60",$620.54,0.00%
-467,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$1,049.88",0.00%
-468,343,Ship building and repairing,"$36,749,502,389.40","$3,345.71",0.00%
-469,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07",$482.24,0.00%
-470,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53",$552.66,0.00%
-471,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$1,477.98",0.00%
-472,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$2,406.74",0.00%
-473,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35",$407.45,0.00%
-474,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$3,000.33",0.00%
-475,282,Packaging machinery manufacturing,"$10,093,518,599.74",$638.62,0.00%
-476,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$2,038.46",0.00%
-477,268,Machine tool manufacturing,"$14,689,449,094.47",$873.69,0.00%
-478,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40",$506.65,0.00%
-479,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$1,612.18",0.00%
-480,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$1,297.86",0.00%
-481,258,Food product machinery manufacturing,"$8,325,550,800.97",$387.49,0.00%
-482,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$1,238.31",0.00%
-483,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$1,681.90",0.00%
-484,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85",$886.65,0.00%
-485,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66",$473.10,0.00%
-486,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$1,773.31",0.00%
-487,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28",$148.05,0.00%
-488,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26",$984.44,0.00%
-489,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20",$283.52,0.00%
-490,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43",$411.65,0.00%
-491,354,Custom architectural woodwork and millwork,"$6,542,805,074.05",$125.14,0.00%
-492,352,Institutional furniture manufacturing,"$6,520,456,951.78",$108.12,0.00%
-493,257,Semiconductor machinery manufacturing,"$20,914,542,877.68",$333.44,0.00%
-494,275,Air and gas compressor manufacturing,"$11,295,952,281.20",$172.18,0.00%
-495,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89",$217.05,0.00%
-496,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98",$898.60,0.00%
-497,327,Truck trailer manufacturing,"$18,669,883,339.14",$185.02,0.00%
-498,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20",$117.29,0.00%
-499,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95",$68.55,0.00%
-500,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42",$515.38,0.00%
-501,307,Irradiation apparatus manufacturing,"$11,336,061,543.92",$85.16,0.00%
-502,325,Heavy duty truck manufacturing,"$40,717,164,048.65",$283.44,0.00%
-503,353,Wood office furniture manufacturing,"$4,581,758,413.14",$30.34,0.00%
-504,337,Aircraft manufacturing,"$153,008,468,478.69",$722.18,0.00%
-505,30,Drilling oil and gas wells,"$11,827,333,275.53",$51.64,0.00%
-506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19",$51.91,0.00%
-507,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+1,21,Coal mining,"$40,369,797,410.22","$146,408,091.34",0.36%
+2,174,Explosives manufacturing,"$3,336,015,892.42","$1,657,566.33",0.05%
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$592,592.42",0.01%
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$517,468.17",0.01%
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,117,629.08",0.00%
+6,161,Fertilizer mixing,"$6,609,942,413.23","$215,628.97",0.00%
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$313,142.59",0.00%
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$731,420.70",0.00%
+9,397,Rail transportation,"$92,013,918,170.42","$2,856,211.14",0.00%
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$607,416.33",0.00%
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$538,637.06",0.00%
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$3,267,568.52",0.00%
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$4,993,708.15",0.00%
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$309,818.40",0.00%
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$24,374.54",0.00%
+16,55,Maintenance and repair construction of nonresidential structures,"$267,609,881,754.15","$3,859,533.73",0.00%
+17,150,All other petroleum and coal products manufacturing,"$8,428,002,939.59","$121,438.15",0.00%
+18,255,Mining machinery and equipment manufacturing,"$4,397,435,102.03","$54,807.28",0.00%
+19,186,Tire manufacturing,"$25,656,100,926.70","$317,164.09",0.00%
+20,451,Management of companies and enterprises,"$819,034,418,120.62","$9,572,823.31",0.00%
+21,277,Conveyor and conveying equipment manufacturing,"$13,017,551,319.85","$147,124.07",0.00%
+22,16,Commercial logging,"$9,708,016,677.17","$108,523.73",0.00%
+23,188,Other rubber product manufacturing,"$18,947,852,104.12","$179,355.38",0.00%
+24,424,Other financial investment activities,"$568,453,393,226.55","$5,127,372.23",0.00%
+25,384,Wholesale - Wholesale electronic markets and agents and brokers,"$49,334,634,320.94","$442,828.57",0.00%
+26,109,Knit fabric mills,"$1,209,761,149.04","$10,784.57",0.00%
+27,382,Wholesale - Petroleum and petroleum products,"$229,944,278,945.40","$1,936,532.57",0.00%
+28,15,"Forestry, forest products, and timber tract production","$1,221,569,839.28","$9,791.08",0.00%
+29,509,Federal electric utilities,"$15,278,393,331.48","$118,979.84",0.00%
+30,515,Local government electric utilities,"$63,242,600,402.80","$489,941.06",0.00%
+31,512,State government electric utilities,"$2,138,213,300.81","$16,536.28",0.00%
+32,39,Electric power generation - Geothermal,"$1,089,212,605.47","$8,354.38",0.00%
+33,37,Electric power generation - Solar,"$15,183,687,778.59","$116,460.49",0.00%
+34,35,Electric power generation - Fossil  fuel,"$160,038,429,255.06","$1,227,511.63",0.00%
+35,36,Electric power generation - Nuclear,"$48,600,191,094.94","$372,768.59",0.00%
+36,40,Electric power generation - Biomass,"$3,248,354,871.06","$24,915.22",0.00%
+37,34,Electric power generation - Hydroelectric,"$11,150,299,722.30","$85,523.97",0.00%
+38,38,Electric power generation - Wind,"$31,436,960,621.21","$241,124.80",0.00%
+39,41,Electric power generation - All other,"$598,610,063.76","$4,591.40",0.00%
+40,42,Electric power transmission and distribution,"$454,802,637,163.46","$3,482,200.52",0.00%
+41,436,Lessors of nonfinancial intangible assets,"$404,607,845,390.93","$2,959,401.01",0.00%
+42,29,Other nonmetallic mineral mining and quarrying,"$4,952,677,588.17","$34,452.18",0.00%
+43,152,Industrial gas manufacturing,"$43,958,605,364.15","$299,877.58",0.00%
+44,197,Concrete block and brick manufacturing,"$7,704,656,442.20","$52,198.94",0.00%
+45,146,Petroleum refineries,"$685,338,713,966.20","$4,612,864.18",0.00%
+46,267,Cutting tool and machine tool accessory manufacturing,"$5,551,423,774.72","$37,260.94",0.00%
+47,175,Custom compounding of purchased resins,"$12,008,896,270.80","$73,198.22",0.00%
+48,243,"Electroplating, anodizing, and coloring metal","$10,213,542,501.68","$62,128.75",0.00%
+49,401,Pipeline transportation,"$77,957,430,742.25","$454,256.04",0.00%
+50,200,Lime manufacturing,"$3,411,426,132.51","$19,200.41",0.00%
+51,241,Metal heat treating,"$6,751,197,386.48","$37,709.26",0.00%
+52,242,Metal coating and nonprecious engraving,"$23,546,385,576.93","$130,769.07",0.00%
+53,210,Steel wire drawing,"$6,965,034,108.99","$38,231.48",0.00%
+54,254,Construction machinery manufacturing,"$64,676,876,659.63","$335,935.06",0.00%
+55,422,Securities and commodity contracts intermediation and brokerage,"$336,923,424,190.27","$1,737,271.63",0.00%
+56,458,Services to buildings,"$184,887,389,840.19","$939,663.05",0.00%
+57,398,Water transportation,"$76,976,695,291.27","$376,676.48",0.00%
+58,498,Personal and household goods repair and maintenance,"$94,503,403,255.95","$450,918.43",0.00%
+59,402,Scenic and sightseeing transportation and support activities for transportation,"$104,344,680,337.25","$494,208.52",0.00%
+60,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$31,275,001,836.88","$147,896.94",0.00%
+61,157,Synthetic rubber manufacturing,"$8,809,185,115.22","$41,584.26",0.00%
+62,433,General and consumer goods rental except video tapes and discs,"$42,284,280,595.86","$199,038.04",0.00%
+63,456,Travel arrangement and reservation services,"$92,038,956,694.17","$431,029.33",0.00%
+64,455,Business support services,"$98,531,422,147.59","$460,050.10",0.00%
+65,438,"Accounting, tax preparation, bookkeeping, and payroll services","$252,043,367,578.02","$1,172,448.33",0.00%
+66,237,Hardware manufacturing,"$11,360,442,824.27","$51,765.26",0.00%
+67,25,Other metal ore mining,"$4,177,930,861.03","$18,903.14",0.00%
+68,379,Wholesale - Other durable goods merchant wholesalers,"$449,293,100,012.76","$1,955,730.46",0.00%
+69,20,Oil and gas extraction,"$440,054,943,164.76","$1,901,018.88",0.00%
+70,331,Motor vehicle electrical and electronic equipment manufacturing,"$34,158,562,770.31","$147,148.27",0.00%
+71,421,Nondepository credit intermediation and related activities,"$368,150,305,019.85","$1,585,876.43",0.00%
+72,151,Petrochemical manufacturing,"$213,898,809,710.92","$910,875.93",0.00%
+73,332,Motor vehicle transmission and power train parts manufacturing,"$56,149,762,088.25","$238,143.51",0.00%
+74,450,"All other miscellaneous professional, scientific, and technical services","$157,757,114,044.05","$666,202.90",0.00%
+75,423,Monetary authorities and depository credit intermediation,"$1,051,353,970,355.11","$4,374,425.50",0.00%
+76,403,Couriers and messengers,"$147,389,575,412.04","$610,597.42",0.00%
+77,239,Machine shops,"$58,418,188,845.25","$241,982.71",0.00%
+78,399,Truck transportation,"$517,459,714,328.88","$2,143,205.06",0.00%
+79,383,Wholesale - Other nondurable goods merchant wholesalers,"$498,207,099,055.25","$1,987,860.73",0.00%
+80,459,Landscape and horticultural services,"$165,786,078,305.71","$652,931.88",0.00%
+81,437,Legal services,"$482,145,097,198.44","$1,888,835.29",0.00%
+82,140,Paper bag and coated and treated paper manufacturing,"$30,547,994,057.47","$117,707.05",0.00%
+83,224,Nonferrous forging,"$5,015,019,698.50","$19,318.08",0.00%
+84,508,Postal service,"$82,216,438,935.22","$315,776.82",0.00%
+85,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$223,214,885,088.06","$856,397.13",0.00%
+86,510,Other federal government enterprises,"$6,854,090,185.53","$26,090.59",0.00%
+87,427,"Insurance agencies, brokerages, and related activities","$585,130,407,048.46","$2,217,409.06",0.00%
+88,404,Warehousing and storage,"$196,283,203,045.69","$742,138.57",0.00%
+89,43,Natural gas distribution,"$112,805,479,068.56","$420,595.45",0.00%
+90,497,Commercial and industrial machinery and equipment repair and maintenance,"$85,670,457,574.57","$316,704.60",0.00%
+91,125,Wood preservation,"$12,385,421,188.04","$45,284.26",0.00%
+92,445,Environmental and other technical consulting services,"$89,248,872,652.10","$324,216.96",0.00%
+93,219,Ferrous metal foundries,"$23,423,417,307.88","$84,658.19",0.00%
+94,432,Automotive equipment rental and leasing,"$101,150,564,838.62","$364,105.04",0.00%
+95,505,Business and professional associations,"$73,615,227,688.04","$262,895.56",0.00%
+96,223,Iron and steel forging,"$12,167,051,489.94","$43,324.53",0.00%
+97,196,Ready-mix concrete manufacturing,"$58,086,367,893.64","$206,117.71",0.00%
+98,460,Other support services,"$93,493,521,065.46","$329,937.96",0.00%
+99,207,Iron and steel mills and ferroalloy manufacturing,"$149,440,127,992.66","$515,809.32",0.00%
+100,221,Custom roll forming,"$3,403,758,221.65","$11,714.39",0.00%
+101,195,Cement manufacturing,"$16,124,794,202.42","$55,478.61",0.00%
+102,185,Other plastics product manufacturing,"$119,757,914,903.54","$408,763.14",0.00%
+103,452,Office administrative services,"$100,789,973,631.90","$343,373.78",0.00%
+104,335,Other motor vehicle parts manufacturing,"$82,749,766,548.59","$278,350.81",0.00%
+105,124,Sawmills,"$42,023,969,480.44","$140,386.31",0.00%
+106,116,Other textile product mills,"$5,849,355,190.48","$19,469.35",0.00%
+107,229,Plate work manufacturing,"$15,417,788,320.32","$51,244.76",0.00%
+108,130,"Cut stock, resawing lumber, and planing","$5,556,595,473.11","$18,434.84",0.00%
+109,145,Support activities for printing,"$3,010,426,339.58","$9,987.50",0.00%
+110,155,Other basic organic chemical manufacturing,"$131,029,741,770.06","$433,066.67",0.00%
+111,137,Paper mills,"$44,700,830,052.02","$146,984.51",0.00%
+112,139,Paperboard container manufacturing,"$102,476,045,826.39","$336,877.78",0.00%
+113,27,Sand and gravel mining,"$15,322,656,295.20","$49,959.73",0.00%
+114,225,"Cutlery, utensil, pot, and pan manufacturing","$6,082,978,046.85","$19,816.43",0.00%
+115,10,All other crop farming,"$22,224,392,154.07","$71,906.23",0.00%
+116,447,"Advertising, public relations, and related services","$221,366,844,538.02","$714,037.27",0.00%
+117,209,Rolled steel shape manufacturing,"$27,311,554,207.40","$88,060.64",0.00%
+118,439,"Architectural, engineering, and related services","$491,156,469,463.54","$1,563,696.41",0.00%
+119,24,Gold ore and silver ore mining,"$14,012,282,637.55","$44,548.04",0.00%
+120,454,Employment services,"$472,021,118,180.87","$1,498,584.53",0.00%
+121,440,Specialized design services,"$61,729,364,047.76","$195,873.19",0.00%
+122,226,Handtool manufacturing,"$9,269,806,810.85","$29,398.94",0.00%
+123,208,"Iron, steel pipe and tube manufacturing from purchased steel","$23,851,806,079.11","$75,515.25",0.00%
+124,457,Investigation and security services,"$87,760,959,501.87","$276,442.57",0.00%
+125,138,Paperboard mills,"$37,769,326,092.36","$118,384.07",0.00%
+126,420,Internet publishing and broadcasting and web search portals,"$414,801,592,441.37","$1,268,681.28",0.00%
+127,482,Promoters of performing arts and sports and agents for public figures,"$104,291,578,963.74","$318,353.04",0.00%
+128,238,Spring and wire product manufacturing,"$14,446,923,138.19","$43,890.27",0.00%
+129,478,Performing arts companies,"$40,958,746,144.37","$124,122.14",0.00%
+130,461,Waste management and remediation services,"$177,999,302,351.73","$537,213.26",0.00%
+131,448,Photographic services,"$18,611,681,469.69","$56,003.65",0.00%
+132,408,"Directory, mailing list, and other publishers","$7,978,064,909.53","$23,890.38",0.00%
+133,23,Iron ore mining,"$4,242,665,589.12","$12,703.51",0.00%
+134,385,Retail - Motor vehicle and parts dealers,"$434,107,458,121.98","$1,283,790.72",0.00%
+135,413,Radio and television broadcasting,"$126,652,960,389.18","$373,790.90",0.00%
+136,481,"Independent artists, writers, and performers","$78,191,306,536.76","$228,478.43",0.00%
+137,154,Other basic inorganic chemical manufacturing,"$52,039,440,410.92","$151,965.66",0.00%
+138,173,Printing ink manufacturing,"$4,197,932,161.56","$12,216.01",0.00%
+139,489,"Hotels and motels, including casino hotels","$302,713,260,503.92","$880,749.13",0.00%
+140,178,Plastics packaging materials and unlaminated film and sheet manufacturing,"$53,048,955,141.25","$153,425.46",0.00%
+141,22,"Copper, nickel, lead, and zinc mining","$16,824,067,205.75","$48,614.77",0.00%
+142,444,Management consulting services,"$314,984,356,065.88","$903,524.47",0.00%
+143,144,Printing,"$93,711,787,715.49","$268,548.56",0.00%
+144,304,Totalizing fluid meter and counting device manufacturing,"$4,243,237,330.27","$12,136.39",0.00%
+145,426,"Insurance carriers, except direct life","$763,623,938,208.92","$2,157,976.21",0.00%
+146,391,Retail - Gasoline stores,"$126,195,524,793.46","$355,236.60",0.00%
+147,494,"Automotive repair and maintenance, except car washes","$259,004,621,107.04","$728,425.53",0.00%
+148,406,Periodical publishers,"$28,726,880,599.05","$80,783.64",0.00%
+149,493,All other food and drinking places,"$276,447,241,992.94","$767,557.48",0.00%
+150,206,Miscellaneous nonmetallic mineral products manufacturing,"$6,427,167,874.28","$17,800.18",0.00%
+151,479,Commercial Sports Except Racing,"$62,631,985,438.99","$172,994.30",0.00%
+152,491,Full-service restaurants,"$600,936,370,418.40","$1,659,704.43",0.00%
+153,405,Newspaper publishers,"$23,494,267,330.25","$64,729.64",0.00%
+154,496,Electronic and precision equipment repair and maintenance,"$90,952,976,406.77","$249,385.53",0.00%
+155,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$61,905,238,781.01","$167,357.85",0.00%
+156,414,Cable and other subscription programming,"$129,841,466,724.49","$350,149.16",0.00%
+157,486,Other amusement and recreation industries,"$73,097,118,023.77","$196,932.75",0.00%
+158,490,Other accommodations,"$16,436,225,502.96","$44,141.65",0.00%
+159,380,Wholesale - Drugs and druggists’ sundries,"$309,662,881,498.50","$831,079.15",0.00%
+160,386,Retail - Furniture and home furnishings stores,"$93,528,063,975.59","$250,300.76",0.00%
+161,170,Polish and other sanitation good manufacturing,"$16,183,293,849.81","$43,255.11",0.00%
+162,311,Lighting fixture manufacturing,"$13,551,146,025.36","$35,958.76",0.00%
+163,220,Nonferrous metal foundries,"$14,956,699,164.90","$39,625.43",0.00%
+164,462,Elementary and secondary schools,"$74,365,925,030.62","$196,932.58",0.00%
+165,476,Child day care services,"$86,623,931,960.28","$228,611.39",0.00%
+166,477,"Community food, housing, and other relief services, including rehabilitation services","$75,132,562,981.36","$198,106.41",0.00%
+167,395,Retail - Miscellaneous store retailers,"$129,919,424,150.68","$342,252.72",0.00%
+168,507,Private households,"$27,265,934,911.83","$71,807.54",0.00%
+169,142,Sanitary paper product manufacturing,"$26,241,333,823.37","$68,909.14",0.00%
+170,487,Fitness and recreational sports centers,"$40,757,208,080.88","$106,917.43",0.00%
+171,504,"Grantmaking, giving, and social advocacy organizations","$113,894,762,036.97","$298,346.34",0.00%
+172,475,Individual and family services,"$197,385,106,011.81","$516,940.49",0.00%
+173,387,Retail - Electronics and appliance stores,"$41,359,701,013.28","$108,214.59",0.00%
+174,503,Religious organizations,"$160,924,588,099.97","$420,022.49",0.00%
+175,183,Urethane and other foam product (except polystyrene) manufacturing,"$17,544,212,322.74","$45,622.58",0.00%
+176,495,Car washes,"$35,373,724,638.09","$91,961.44",0.00%
+177,472,Hospitals,"$1,246,642,306,210.30","$3,239,396.04",0.00%
+178,480,Racing and Track Operation,"$2,466,251,193.93","$6,400.30",0.00%
+179,394,Retail - General merchandise stores,"$308,393,207,557.39","$797,076.12",0.00%
+180,431,Owner-occupied housing,"$2,353,458,000,000.00","$6,069,010.10",0.00%
+181,488,Bowling centers,"$4,651,609,193.39","$11,959.87",0.00%
+182,464,Other educational services,"$150,226,479,511.36","$385,831.08",0.00%
+183,201,Gypsum product manufacturing,"$10,849,873,573.69","$27,856.77",0.00%
+184,463,"Junior colleges, colleges, universities, and professional schools","$186,018,928,364.07","$475,757.51",0.00%
+185,483,"Museums, historical sites, zoos, and parks","$21,110,396,931.65","$53,972.70",0.00%
+186,163,Medicinal and botanical manufacturing,"$28,560,581,365.00","$73,009.14",0.00%
+187,492,Limited-service restaurants,"$662,772,350,208.32","$1,694,116.79",0.00%
+188,396,Air transportation,"$328,394,890,891.02","$837,561.60",0.00%
+189,236,"Metal barrels, drums and pails manufacturing","$7,563,776,109.68","$19,241.65",0.00%
+190,471,Other ambulatory health care services,"$53,046,213,789.29","$134,813.37",0.00%
+191,502,Other personal services,"$133,455,503,992.02","$338,974.85",0.00%
+192,513,Other state government enterprises,"$26,495,170,772.45","$67,293.24",0.00%
+193,389,Retail - Food and beverage stores,"$340,025,954,447.09","$863,305.66",0.00%
+194,56,Maintenance and repair construction of residential structures,"$98,054,032,324.42","$247,998.44",0.00%
+195,388,Retail - Building material and garden equipment and supplies stores,"$229,383,929,798.11","$579,734.10",0.00%
+196,516,Other local government enterprises,"$353,931,726,040.53","$894,092.33",0.00%
+197,390,Retail - Health and personal care stores,"$203,751,544,401.25","$514,389.18",0.00%
+198,499,Personal care services,"$99,129,280,065.60","$249,883.15",0.00%
+199,392,Retail - Clothing and clothing accessories stores,"$198,706,276,487.90","$499,660.69",0.00%
+200,182,Polystyrene foam product manufacturing,"$16,005,881,056.72","$40,070.73",0.00%
+201,319,Fiber optic cable manufacturing,"$7,685,160,408.73","$19,188.78",0.00%
+202,514,Local government passenger transit,"$14,082,847,680.82","$35,135.51",0.00%
+203,511,State government passenger transit,"$1,585,108,785.26","$3,954.71",0.00%
+204,148,Asphalt shingle and coating materials manufacturing,"$24,983,112,968.20","$62,325.58",0.00%
+205,425,Direct life insurance carriers,"$118,798,771,122.27","$296,265.52",0.00%
+206,6,"Greenhouse, nursery, and floriculture production","$22,144,501,907.28","$55,046.30",0.00%
+207,466,Offices of dentists,"$187,241,521,354.72","$465,117.19",0.00%
+208,469,Medical and diagnostic laboratories,"$74,051,262,622.56","$183,402.09",0.00%
+209,102,Wineries,"$27,858,635,866.29","$68,827.40",0.00%
+210,465,Offices of physicians,"$710,425,690,758.33","$1,753,298.65",0.00%
+211,467,Offices of other health practitioners,"$173,037,357,927.83","$426,382.46",0.00%
+212,169,Soap and other detergent manufacturing,"$39,553,819,482.76","$97,405.81",0.00%
+213,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing","$9,049,012,337.00","$22,232.75",0.00%
+214,506,Labor and civic organizations,"$81,538,720,493.49","$199,948.19",0.00%
+215,428,"Funds, trusts, and other financial vehicles","$250,966,777,497.55","$611,280.32",0.00%
+216,468,Outpatient care centers,"$254,994,924,915.48","$618,845.27",0.00%
+217,44,"Water, sewage and other systems","$20,702,504,339.27","$50,213.27",0.00%
+218,470,Home health care services,"$148,884,219,821.65","$360,501.89",0.00%
+219,418,"Data processing, hosting, and related services","$490,713,862,620.46","$1,187,719.67",0.00%
+220,65,Fats and oils refining and blending,"$27,186,577,576.39","$65,673.38",0.00%
+221,322,Carbon and graphite product manufacturing,"$5,113,390,786.13","$12,345.38",0.00%
+222,484,Amusement parks and arcades,"$27,154,350,236.67","$65,485.51",0.00%
+223,247,Small arms ammunition manufacturing,"$5,874,067,458.05","$14,162.90",0.00%
+224,501,Dry-cleaning and laundry services,"$34,655,282,874.23","$83,077.31",0.00%
+225,58,Dog and cat food manufacturing,"$42,027,131,811.09","$100,484.76",0.00%
+226,400,Transit and ground passenger transportation,"$169,895,344,811.88","$404,373.54",0.00%
+227,485,Gambling industries (except casino hotels),"$101,991,637,088.28","$242,670.59",0.00%
+228,177,Other miscellaneous chemical product manufacturing,"$36,982,132,613.79","$87,526.41",0.00%
+229,184,Plastics bottle manufacturing,"$20,649,244,775.09","$48,649.84",0.00%
+230,63,Wet corn milling,"$38,891,507,770.56","$91,612.46",0.00%
+231,417,"Satellite, telecommunications resellers, and all other telecommunications","$54,450,354,517.14","$128,226.47",0.00%
+232,108,Nonwoven fabric mills,"$8,073,560,162.60","$19,009.54",0.00%
+233,93,Other snack food manufacturing,"$38,904,968,131.82","$90,822.42",0.00%
+234,135,All other miscellaneous wood product manufacturing,"$9,849,717,250.58","$22,986.70",0.00%
+235,156,Plastics material and resin manufacturing,"$104,074,281,069.32","$242,643.47",0.00%
+236,110,Textile and fabric finishing mills,"$5,488,614,083.97","$12,795.25",0.00%
+237,101,Breweries,"$37,340,990,790.38","$86,825.56",0.00%
+238,103,Distilleries,"$24,706,251,736.01","$57,264.19",0.00%
+239,176,Photographic film and chemical manufacturing,"$5,205,177,593.02","$12,061.70",0.00%
+240,180,Plastics pipe and pipe fitting manufacturing,"$29,083,208,536.05","$67,393.04",0.00%
+241,99,Bottled and canned soft drinks and water,"$80,995,242,643.80","$187,464.79",0.00%
+242,232,Ornamental and architectural metal work manufacturing,"$13,344,844,055.97","$30,844.64",0.00%
+243,105,"Fiber, yarn, and thread mills","$8,096,229,437.21","$18,671.25",0.00%
+244,410,Software publishers,"$481,752,923,538.80","$1,109,192.95",0.00%
+245,193,Glass container manufacturing,"$6,929,253,311.43","$15,924.51",0.00%
+246,245,Plumbing fixture fitting and trim manufacturing,"$9,308,325,168.81","$21,366.29",0.00%
+247,376,Wholesale - Professional and commercial equipment and supplies,"$280,786,511,629.23","$643,579.87",0.00%
+248,474,"Residential mental health, substance abuse, and other residential care facilities","$86,746,369,311.60","$198,557.41",0.00%
+249,271,"Speed changer, industrial high-speed drive, and gear manufacturing","$4,671,209,393.65","$10,687.63",0.00%
+250,330,Motor vehicle gasoline engine and engine parts manufacturing,"$44,564,962,980.67","$101,032.01",0.00%
+251,381,Wholesale - Grocery and related product wholesalers,"$266,898,748,905.69","$603,067.27",0.00%
+252,91,Tortilla manufacturing,"$6,637,815,191.50","$14,992.71",0.00%
+253,73,Frozen specialties manufacturing,"$29,906,861,739.21","$67,089.03",0.00%
+254,100,Manufactured ice,"$1,531,542,683.93","$3,434.49",0.00%
+255,449,Veterinary services,"$71,596,357,121.77","$160,255.47",0.00%
+256,106,Broadwoven fabric mills,"$6,004,476,568.14","$13,435.07",0.00%
+257,95,Flavoring syrup and concentrate manufacturing,"$19,967,854,524.95","$44,638.35",0.00%
+258,158,Artificial and synthetic fibers and filaments manufacturing,"$22,548,149,697.72","$50,401.30",0.00%
+259,67,Beet sugar manufacturing,"$4,964,816,518.93","$11,075.11",0.00%
+260,69,Nonchocolate confectionery manufacturing,"$13,591,063,458.98","$30,305.65",0.00%
+261,88,"Bread and bakery product, except frozen, manufacturing","$76,846,616,917.25","$171,029.06",0.00%
+262,89,Cookie and cracker manufacturing,"$13,331,238,711.94","$29,580.01",0.00%
+263,443,"Other computer related services, including facilities management","$72,014,303,860.80","$159,575.64",0.00%
+264,92,Roasted nuts and peanut butter manufacturing,"$14,211,552,199.88","$31,454.27",0.00%
+265,3,Vegetable and melon farming,"$30,885,272,746.48","$68,126.36",0.00%
+266,64,Soybean and other oilseed processing,"$76,308,728,857.11","$168,279.36",0.00%
+267,363,Dental laboratories,"$6,071,164,155.13","$13,377.73",0.00%
+268,66,Breakfast cereal manufacturing,"$14,660,866,927.54","$32,292.98",0.00%
+269,60,Flour milling,"$24,410,235,377.89","$53,698.29",0.00%
+270,416,Wireless telecommunications carriers (except satellite),"$281,219,972,666.90","$617,477.29",0.00%
+271,429,Other real estate,"$2,063,772,881,991.79","$4,522,779.54",0.00%
+272,377,Wholesale - Household appliances and electrical and electronic goods,"$342,854,761,705.01","$751,358.43",0.00%
+273,9,Sugarcane and sugar beet farming,"$5,250,524,022.38","$11,484.72",0.00%
+274,296,Semiconductor and related device manufacturing,"$204,728,787,914.56","$447,541.14",0.00%
+275,190,"Brick, tile, and other structural clay product manufacturing","$7,307,957,121.61","$15,962.31",0.00%
+276,71,Confectionery manufacturing from purchased chocolate,"$13,448,763,298.64","$29,374.31",0.00%
+277,62,Malt manufacturing,"$1,609,185,168.11","$3,503.96",0.00%
+278,90,"Dry pasta, mixes, and dough manufacturing","$16,866,934,868.06","$36,535.48",0.00%
+279,409,Greeting card publishing,"$620,260,994.43","$1,342.35",0.00%
+280,222,"Metal crown, closure, and other metal stamping (except automotive)","$16,762,914,724.24","$36,233.81",0.00%
+281,59,Other animal food manufacturing,"$65,579,824,303.67","$141,014.38",0.00%
+282,115,"Rope, cordage, twine, tire cord and tire fabric mills","$1,758,938,925.32","$3,773.43",0.00%
+283,68,Sugar cane mills and refining,"$9,295,080,877.39","$19,912.75",0.00%
+284,366,"Doll, toy, and game manufacturing","$6,942,729,114.53","$14,864.53",0.00%
+285,83,Poultry processing,"$105,186,301,944.41","$224,638.31",0.00%
+286,82,Frozen cakes and other pastries manufacturing,"$6,457,274,620.81","$13,750.34",0.00%
+287,434,Video tape and disc rental,"$2,056,888,651.68","$4,376.76",0.00%
+288,412,Sound recording industries,"$31,525,668,537.03","$67,005.25",0.00%
+289,228,Fabricated structural metal manufacturing,"$55,887,434,915.07","$118,772.19",0.00%
+290,369,"Gasket, packing, and sealing device manufacturing","$8,323,503,033.09","$17,594.19",0.00%
+291,328,Motor home manufacturing,"$8,213,805,405.62","$17,353.51",0.00%
+292,98,All other food manufacturing,"$57,495,650,042.31","$120,460.60",0.00%
+293,18,Commercial hunting and trapping,"$1,457,086,312.35","$3,044.20",0.00%
+294,77,Cheese manufacturing,"$78,758,678,813.71","$164,399.12",0.00%
+295,72,"Frozen fruits, juices and vegetables manufacturing","$23,457,346,283.12","$48,916.64",0.00%
+296,235,Metal cans manufacturing,"$27,208,678,262.97","$56,724.21",0.00%
+297,70,Chocolate and confectionery manufacturing from cacao beans,"$7,248,602,195.05","$15,101.80",0.00%
+298,179,Unlaminated plastics profile shape manufacturing,"$13,911,022,377.80","$28,938.93",0.00%
+299,500,Death care services,"$21,907,750,073.48","$45,571.47",0.00%
+300,367,Office supplies (except paper) manufacturing,"$3,995,757,626.34","$8,295.74",0.00%
+301,113,Curtain and linen mills,"$2,979,017,369.60","$6,184.46",0.00%
+302,143,All other converted paper product manufacturing,"$7,484,025,289.68","$15,496.80",0.00%
+303,97,Spice and extract manufacturing,"$19,373,537,300.45","$39,997.41",0.00%
+304,172,Toilet preparation manufacturing,"$45,913,297,452.17","$94,770.34",0.00%
+305,13,Poultry and egg production,"$78,014,200,034.51","$160,879.97",0.00%
+306,114,Textile bag and canvas mills,"$5,249,055,341.28","$10,822.24",0.00%
+307,164,Pharmaceutical preparation manufacturing,"$251,681,058,014.10","$518,286.96",0.00%
+308,278,"Overhead cranes, hoists, and monorail systems manufacturing","$9,259,737,689.05","$18,916.26",0.00%
+309,117,Apparel knitting mills,"$1,078,135,943.04","$2,201.64",0.00%
+310,131,"Other millwork, including flooring","$11,872,958,758.31","$24,223.97",0.00%
+311,345,"Motorcycle, bicycle, and parts manufacturing","$4,548,983,090.03","$9,280.03",0.00%
+312,171,Surface active agent manufacturing,"$7,929,977,473.13","$16,152.65",0.00%
+313,12,Dairy cattle and milk production,"$55,960,191,839.82","$113,980.80",0.00%
+314,129,Wood windows and door manufacturing,"$22,029,620,673.99","$44,759.02",0.00%
+315,251,Other fabricated metal manufacturing,"$30,539,594,645.25","$61,807.23",0.00%
+316,119,Cut and sew apparel manufacturing (except contractors),"$13,153,729,012.81","$26,515.49",0.00%
+317,134,Prefabricated wood building manufacturing,"$7,081,171,121.71","$14,267.61",0.00%
+318,118,Cut and sew apparel contractors,"$2,653,123,700.63","$5,343.94",0.00%
+319,415,Wired telecommunications carriers,"$312,303,330,075.70","$627,609.84",0.00%
+320,292,Other communications equipment manufacturing,"$8,476,374,888.63","$17,007.45",0.00%
+321,4,Fruit farming,"$27,048,229,916.23","$54,243.16",0.00%
+322,344,Boat building,"$16,575,494,394.55","$32,959.14",0.00%
+323,96,"Mayonnaise, dressing, and sauce manufacturing","$15,142,016,019.64","$30,079.65",0.00%
+324,79,Fluid milk manufacturing,"$58,670,165,867.62","$116,191.20",0.00%
+325,473,Nursing and community care facilities,"$259,557,368,469.24","$511,786.08",0.00%
+326,14,"Animal production, except cattle and poultry and eggs","$40,095,044,622.69","$79,008.01",0.00%
+327,153,Synthetic dye and pigment manufacturing,"$8,690,491,587.81","$17,120.85",0.00%
+328,87,Seafood product preparation and packaging,"$18,709,695,060.42","$36,674.47",0.00%
+329,202,Abrasive product manufacturing,"$3,629,975,574.14","$7,110.22",0.00%
+330,407,Book publishers,"$38,981,960,284.47","$76,293.58",0.00%
+331,362,Ophthalmic goods manufacturing,"$7,651,490,019.34","$14,934.28",0.00%
+332,75,Canned specialties,"$12,228,701,977.18","$23,785.84",0.00%
+333,122,Footwear manufacturing,"$3,007,443,476.76","$5,834.59",0.00%
+334,80,Creamery butter manufacturing,"$9,920,387,946.25","$19,184.31",0.00%
+335,167,Paint and coating manufacturing,"$40,256,103,819.80","$77,633.02",0.00%
+336,419,"News syndicates, libraries, archives and all other information services","$14,781,928,744.45","$28,322.92",0.00%
+337,120,Apparel accessories and other apparel manufacturing,"$2,593,466,765.65","$4,953.08",0.00%
+338,310,Electric lamp bulb and part manufacturing,"$2,612,186,294.02","$4,954.24",0.00%
+339,74,Canned fruits and vegetables manufacturing,"$38,281,772,882.52","$72,515.50",0.00%
+340,85,Meat processed from carcasses,"$97,119,832,558.67","$182,974.09",0.00%
+341,168,Adhesive manufacturing,"$19,417,045,098.31","$36,446.97",0.00%
+342,104,Tobacco manufacturing,"$54,449,721,766.50","$101,933.82",0.00%
+343,349,Upholstered household furniture manufacturing,"$10,755,818,252.72","$20,084.27",0.00%
+344,78,"Dry, condensed, and evaporated dairy product manufacturing","$30,705,393,456.62","$57,235.90",0.00%
+345,76,Dehydrated food products manufacturing,"$7,575,959,466.85","$14,065.65",0.00%
+346,350,Nonupholstered wood household furniture manufacturing,"$5,951,142,259.96","$11,044.03",0.00%
+347,295,Bare printed circuit board manufacturing,"$7,296,219,609.55","$13,536.46",0.00%
+348,430,Tenant-occupied housing,"$685,796,968,030.48","$1,270,351.29",0.00%
+349,2,Grain farming,"$92,515,635,807.06","$171,228.61",0.00%
+350,147,Asphalt paving mixture and block manufacturing,"$25,703,408,936.01","$47,071.41",0.00%
+351,84,"Animal, except poultry, slaughtering","$125,536,916,562.66","$228,758.36",0.00%
+352,192,Other pressed and blown glass and glassware manufacturing,"$4,284,124,906.29","$7,794.05",0.00%
+353,357,Mattress manufacturing,"$9,419,270,908.18","$17,065.81",0.00%
+354,216,"Copper rolling, drawing, extruding and alloying","$50,585,076,868.02","$91,057.94",0.00%
+355,329,Travel trailer and camper manufacturing,"$18,848,949,146.82","$33,893.48",0.00%
+356,230,Metal window and door manufacturing,"$25,916,655,606.62","$46,584.44",0.00%
+357,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$123,976,424,596.90","$222,831.86",0.00%
+358,19,Support activities for agriculture and forestry,"$37,292,538,567.98","$65,586.86",0.00%
+359,81,Ice cream and frozen dessert manufacturing,"$11,533,822,322.18","$20,048.07",0.00%
+360,411,Motion picture and video industries,"$175,387,116,345.71","$302,833.42",0.00%
+361,372,"Broom, brush, and mop manufacturing","$2,791,119,810.12","$4,810.26",0.00%
+362,86,Rendering and meat byproduct processing,"$7,413,705,803.33","$12,733.76",0.00%
+363,294,Printed circuit assembly (electronic assembly) manufacturing,"$31,077,795,337.85","$53,143.37",0.00%
+364,198,Concrete pipe manufacturing,"$4,124,714,176.94","$7,045.81",0.00%
+365,94,Coffee and tea manufacturing,"$20,863,690,975.72","$35,635.85",0.00%
+366,299,Other electronic component manufacturing,"$20,043,941,097.34","$34,200.07",0.00%
+367,214,"Other aluminum rolling, drawing and extruding","$17,883,903,441.11","$30,422.78",0.00%
+368,61,Rice milling,"$4,898,466,736.87","$8,330.48",0.00%
+369,217,"Nonferrous metal, except copper and aluminum, shaping","$9,516,398,153.16","$16,005.81",0.00%
+370,309,Manufacturing and reproducing magnetic and optical media,"$8,461,179,994.98","$14,148.81",0.00%
+371,351,Other household nonupholstered furniture manufacturing,"$3,278,633,911.76","$5,420.99",0.00%
+372,213,"Aluminum sheet, plate, and foil manufacturing","$24,947,023,169.66","$40,832.80",0.00%
+373,111,Fabric coating mills,"$2,941,340,275.34","$4,774.15",0.00%
+374,211,Alumina refining and primary aluminum production,"$6,769,083,305.47","$10,962.92",0.00%
+375,107,Narrow fabric mills and schiffli machine embroidery,"$1,181,925,722.59","$1,880.91",0.00%
+376,162,Pesticide and other agricultural chemical manufacturing,"$26,894,147,904.77","$42,751.34",0.00%
+377,348,Wood kitchen cabinet and countertop manufacturing,"$26,738,664,990.47","$42,329.93",0.00%
+378,212,Secondary smelting and alloying of aluminum,"$11,536,963,587.40","$18,215.59",0.00%
+379,312,Small electrical appliance manufacturing,"$7,081,471,688.66","$11,151.74",0.00%
+380,32,Metal mining services,"$2,048,448,774.82","$3,117.54",0.00%
+381,123,Other leather and allied product manufacturing,"$2,323,613,504.79","$3,526.58",0.00%
+382,453,Facilities support services,"$38,362,646,138.12","$57,892.30",0.00%
+383,374,All other miscellaneous manufacturing,"$31,399,033,702.70","$47,005.44",0.00%
+384,199,Other concrete product manufacturing,"$20,872,805,363.99","$31,224.35",0.00%
+385,263,Heating equipment (except warm air furnaces) manufacturing,"$6,313,130,515.83","$9,440.90",0.00%
+386,17,Commercial fishing,"$6,396,190,709.37","$9,510.20",0.00%
+387,141,Stationery product manufacturing,"$6,277,104,685.19","$9,305.71",0.00%
+388,318,Battery manufacturing,"$39,581,382,532.18","$58,007.48",0.00%
+389,234,Metal tank (heavy gauge) manufacturing,"$15,112,467,726.79","$22,087.18",0.00%
+390,249,"Small arms, ordnance, and accessories manufacturing","$15,107,566,913.00","$21,861.69",0.00%
+391,132,Wood container and pallet manufacturing,"$20,952,157,665.21","$30,236.02",0.00%
+392,1,Oilseed farming,"$49,937,187,262.22","$70,176.57",0.00%
+393,250,Fabricated pipe and pipe fitting manufacturing,"$11,419,911,011.72","$15,989.41",0.00%
+394,321,Wiring device manufacturing,"$23,088,452,099.69","$31,970.74",0.00%
+395,126,Veneer and plywood manufacturing,"$13,492,156,738.87","$18,407.67",0.00%
+396,194,Glass product manufacturing made of purchased glass,"$16,040,893,814.59","$21,777.51",0.00%
+397,373,Burial casket manufacturing,"$823,043,789.50","$1,117.11",0.00%
+398,246,Ball and roller bearing manufacturing,"$7,949,180,771.09","$10,697.88",0.00%
+399,231,Sheet metal work manufacturing,"$38,948,717,887.18","$52,137.49",0.00%
+400,127,Engineered wood member and truss manufacturing,"$19,072,551,648.83","$25,396.37",0.00%
+401,121,Leather and hide tanning and finishing,"$1,222,349,401.99","$1,614.78",0.00%
+402,358,Blind and shade manufacturing,"$2,260,551,655.48","$2,949.59",0.00%
+403,128,Reconstituted wood product manufacturing,"$15,988,077,558.32","$20,628.41",0.00%
+404,285,Fluid power pump and motor manufacturing,"$10,430,473,077.95","$13,296.81",0.00%
+405,365,Sporting and athletic goods manufacturing,"$17,219,236,027.07","$21,731.56",0.00%
+406,274,"Measuring, dispensing, and other pumping equipment manufacturing","$16,242,066,248.06","$20,360.52",0.00%
+407,364,Jewelry and silverware manufacturing,"$12,676,072,409.19","$15,608.97",0.00%
+408,244,"Valve and fittings, other than plumbing, manufacturing","$38,110,929,812.59","$46,888.92",0.00%
+409,273,Other engine equipment manufacturing,"$48,785,187,978.27","$58,982.97",0.00%
+410,371,"Fasteners, buttons, needles, and pins manufacturing","$1,412,332,260.87","$1,692.98",0.00%
+411,284,Fluid power cylinder and actuator manufacturing,"$5,402,475,288.93","$6,380.24",0.00%
+412,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing","$4,022,032,100.41","$4,712.48",0.00%
+413,302,Automatic environmental control manufacturing,"$3,759,012,878.80","$4,370.55",0.00%
+414,441,Custom computer programming services,"$369,576,048,122.11","$414,488.75",0.00%
+415,165,In-vitro diagnostic substance manufacturing,"$14,414,701,108.34","$16,106.20",0.00%
+416,272,Mechanical power transmission equipment manufacturing,"$5,107,718,597.91","$5,665.39",0.00%
+417,442,Computer systems design services,"$372,342,526,925.07","$410,354.84",0.00%
+418,203,Cut stone and stone product manufacturing,"$8,077,791,340.34","$8,823.90",0.00%
+419,320,Other communication and energy wire manufacturing,"$10,283,051,205.79","$11,187.69",0.00%
+420,5,Tree nut farming,"$10,840,952,356.98","$11,493.12",0.00%
+421,298,Electronic connector manufacturing,"$10,285,711,165.08","$10,893.23",0.00%
+422,189,"Pottery, ceramics, and plumbing fixture manufacturing","$3,667,692,330.99","$3,855.85",0.00%
+423,290,Telephone apparatus manufacturing,"$6,806,873,039.89","$6,958.50",0.00%
+424,347,All other transportation equipment manufacturing,"$14,559,569,846.15","$14,812.50",0.00%
+425,136,Pulp mills,"$4,388,558,617.42","$4,096.10",0.00%
+426,313,Major household appliance manufacturing,"$31,013,443,561.11","$28,838.45",0.00%
+427,218,Secondary processing of other nonferrous metals,"$11,203,152,448.66","$10,069.40",0.00%
+428,191,Flat glass manufacturing,"$5,646,246,245.84","$4,959.14",0.00%
+429,370,Musical instrument manufacturing,"$2,442,378,807.18","$2,037.66",0.00%
+430,283,Industrial process furnace and oven manufacturing,"$3,545,708,344.05","$2,939.03",0.00%
+431,293,Audio and video equipment manufacturing,"$14,718,603,696.31","$11,492.48",0.00%
+432,112,Carpet and rug mills,"$11,693,395,459.88","$8,801.61",0.00%
+433,269,Rolling mill and other metalworking machinery manufacturing,"$3,803,720,769.48","$2,862.47",0.00%
+434,205,Mineral wool manufacturing,"$10,606,371,397.91","$7,978.04",0.00%
+435,8,Cotton farming,"$5,875,423,327.42","$4,404.27",0.00%
+436,360,Surgical appliance and supplies manufacturing,"$44,043,153,561.24","$32,938.80",0.00%
+437,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing","$52,915,803,594.38","$38,823.45",0.00%
+438,265,Industrial mold manufacturing,"$7,530,247,856.23","$5,472.66",0.00%
+439,368,Sign manufacturing,"$16,164,025,409.21","$11,667.30",0.00%
+440,289,Computer terminals and other computer peripheral equipment manufacturing,"$16,168,226,588.98","$11,029.22",0.00%
+441,446,Scientific research and development services,"$1,205,188,770,353.59","$816,664.33",0.00%
+442,317,Relay and industrial control manufacturing,"$18,288,761,968.52","$12,324.26",0.00%
+443,31,Support activities for oil and gas operations,"$91,409,573,478.95","$54,263.42",0.00%
+444,333,Motor vehicle seating and interior trim manufacturing,"$37,465,954,817.18","$21,653.27",0.00%
+445,279,"Industrial truck, trailer, and stacker manufacturing","$16,640,191,926.42","$9,415.98",0.00%
+446,33,Other nonmetallic minerals services,"$3,066,411,048.87","$1,729.46",0.00%
+447,342,Railroad rolling stock manufacturing,"$10,648,227,165.95","$5,915.15",0.00%
+448,227,Prefabricated metal buildings and components manufacturing,"$19,908,799,071.06","$11,055.63",0.00%
+449,334,Motor vehicle metal stamping,"$37,315,706,996.08","$20,292.20",0.00%
+450,266,"Special tool, die, jig, and fixture manufacturing","$12,017,623,780.51","$6,115.30",0.00%
+451,346,"Military armored vehicle, tank, and tank component manufacturing","$5,573,869,494.74","$2,802.44",0.00%
+452,215,Nonferrous metal (exc aluminum) smelting and refining,"$15,920,371,219.70","$7,940.66",0.00%
+453,315,Motor and generator manufacturing,"$20,631,390,946.06","$9,577.34",0.00%
+454,7,Tobacco farming,"$938,019,405.97",$409.96,0.00%
+455,280,Power-driven handtool manufacturing,"$5,652,316,770.11","$2,467.06",0.00%
+456,303,Industrial process variable instruments manufacturing,"$20,772,591,501.51","$8,360.78",0.00%
+457,356,"Showcase, partition, shelving, and locker manufacturing","$13,004,665,878.80","$5,100.71",0.00%
+458,359,Surgical and medical instrument manufacturing,"$59,020,395,966.82","$22,325.99",0.00%
+459,324,Automobile and light duty motor vehicle manufacturing,"$520,106,032,160.17","$178,925.58",0.00%
+460,308,"Watch, clock, and other measuring and controlling device manufacturing","$25,112,606,872.12","$8,418.47",0.00%
+461,288,Computer storage device manufacturing,"$9,130,764,626.37","$3,043.44",0.00%
+462,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,848,740,450.85","$5,397.95",0.00%
+463,253,Lawn and garden equipment manufacturing,"$9,758,111,228.22","$3,083.56",0.00%
+464,316,Switchgear and switchboard apparatus manufacturing,"$22,869,509,385.71","$7,180.53",0.00%
+465,287,Electronic computer manufacturing,"$59,399,365,371.42","$18,348.24",0.00%
+466,276,Elevator and moving stairway manufacturing,"$6,247,017,144.60","$1,848.42",0.00%
+467,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$11,072,077,301.97","$3,127.30",0.00%
+468,343,Ship building and repairing,"$36,749,502,389.40","$9,965.94",0.00%
+469,361,Dental equipment and supplies manufacturing,"$5,664,537,597.07","$1,436.46",0.00%
+470,281,Welding and soldering equipment manufacturing,"$7,381,471,085.53","$1,646.23",0.00%
+471,323,All other miscellaneous electrical equipment and component manufacturing,"$19,762,635,716.97","$4,402.51",0.00%
+472,166,Biological product (except diagnostic) manufacturing,"$32,405,003,914.07","$7,169.00",0.00%
+473,248,"Ammunition, except for small arms, manufacturing","$5,521,477,009.35","$1,213.68",0.00%
+474,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$46,691,636,777.08","$8,937.16",0.00%
+475,282,Packaging machinery manufacturing,"$10,093,518,599.74","$1,902.28",0.00%
+476,261,Commercial and service industry machinery manufacturing,"$32,349,789,662.32","$6,072.00",0.00%
+477,268,Machine tool manufacturing,"$14,689,449,094.47","$2,602.49",0.00%
+478,233,Power boiler and heat exchanger manufacturing,"$9,489,887,943.40","$1,509.17",0.00%
+479,291,Broadcast and wireless communications equipment manufacturing,"$30,369,093,371.79","$4,802.23",0.00%
+480,260,All other industrial machinery manufacturing,"$26,064,489,613.33","$3,865.96",0.00%
+481,258,Food product machinery manufacturing,"$8,325,550,800.97","$1,154.22",0.00%
+482,326,Motor vehicle body manufacturing,"$27,031,285,117.11","$3,688.59",0.00%
+483,300,Electromedical and electrotherapeutic apparatus manufacturing,"$36,751,960,582.09","$5,009.92",0.00%
+484,306,Analytical laboratory instrument manufacturing,"$20,585,041,242.85","$2,641.07",0.00%
+485,270,Turbine and turbine generator set units manufacturing,"$11,150,738,907.66","$1,409.23",0.00%
+486,252,Farm machinery and equipment manufacturing,"$52,179,714,218.33","$5,282.21",0.00%
+487,259,"Sawmill, woodworking, and paper machinery","$4,374,785,678.28",$440.99,0.00%
+488,339,Other aircraft parts and auxiliary equipment manufacturing,"$37,075,802,192.26","$2,932.36",0.00%
+489,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,"$11,739,712,802.20",$844.53,0.00%
+490,305,Electricity and signal testing instruments manufacturing,"$18,139,369,071.43","$1,226.20",0.00%
+491,354,Custom architectural woodwork and millwork,"$6,542,805,074.05",$372.76,0.00%
+492,352,Institutional furniture manufacturing,"$6,520,456,951.78",$322.07,0.00%
+493,257,Semiconductor machinery manufacturing,"$20,914,542,877.68",$993.22,0.00%
+494,275,Air and gas compressor manufacturing,"$11,295,952,281.20",$512.87,0.00%
+495,314,"Power, distribution, and specialty transformer manufacturing","$14,573,198,398.89",$646.55,0.00%
+496,338,Aircraft engine and engine parts manufacturing,"$66,913,582,637.98","$2,676.68",0.00%
+497,327,Truck trailer manufacturing,"$18,669,883,339.14",$551.12,0.00%
+498,133,Manufactured home (mobile home) manufacturing,"$12,105,996,109.20",$349.38,0.00%
+499,355,"Office furniture, except wood, manufacturing","$8,957,646,094.95",$204.19,0.00%
+500,301,"Search, detection, and navigation instruments manufacturing","$67,509,855,149.42","$1,535.18",0.00%
+501,307,Irradiation apparatus manufacturing,"$11,336,061,543.92",$253.66,0.00%
+502,325,Heavy duty truck manufacturing,"$40,717,164,048.65",$844.29,0.00%
+503,353,Wood office furniture manufacturing,"$4,581,758,413.14",$90.38,0.00%
+504,337,Aircraft manufacturing,"$153,008,468,478.69","$2,151.18",0.00%
+505,30,Drilling oil and gas wells,"$11,827,333,275.53",$153.83,0.00%
+506,340,Guided missile and space vehicle manufacturing,"$51,616,538,537.19",$154.63,0.00%
+507,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
 508,50,"Construction of new commercial structures, including farm structures","$275,811,043,324.58",$0.00,0.00%
-509,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
-510,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
-511,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
-512,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
-513,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
-514,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
-515,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-516,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-517,49,Construction of new highways and streets,"$209,000,810,877.06",$0.00,0.00%
-518,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-519,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
-520,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
-521,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
-522,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
-523,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
-524,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
-525,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
-526,51,Construction of other new nonresidential structures,"$160,786,345,780.64",$0.00,0.00%
-527,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-528,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+509,523,"* Employment and payroll of state govt, other services","$245,854,325,914.06",$0.00,0.00%
+510,45,Construction of new health care structures,"$75,998,269,520.47",$0.00,0.00%
+511,53,Construction of new multifamily residential structures,"$153,968,102,198.51",$0.00,0.00%
+512,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+513,48,Construction of new educational and vocational structures,"$145,790,898,060.18",$0.00,0.00%
+514,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+515,525,"* Employment and payroll of local govt, hospitals and health services","$101,165,041,589.85",$0.00,0.00%
+516,521,"* Employment and payroll of state govt, education","$246,752,494,971.48",$0.00,0.00%
+517,527,"* Employment and payroll of federal govt, military","$406,908,485,446.64",$0.00,0.00%
+518,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+519,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+520,524,"* Employment and payroll of local govt, education","$742,013,924,260.96",$0.00,0.00%
+521,46,Construction of new manufacturing structures,"$200,634,656,467.69",$0.00,0.00%
+522,47,Construction of new power and communication structures,"$170,018,484,831.53",$0.00,0.00%
+523,51,Construction of other new nonresidential structures,"$160,786,345,780.64",$0.00,0.00%
+524,528,"* Employment and payroll of federal govt, non-military","$533,466,577,701.41",$0.00,0.00%
+525,52,Construction of new single-family residential structures,"$432,030,318,830.85",$0.00,0.00%
+526,522,"* Employment and payroll of state govt, hospitals and health services","$78,395,980,781.69",$0.00,0.00%
+527,54,Construction of other new residential structures,"$408,260,208,291.85",$0.00,0.00%
+528,526,"* Employment and payroll of local govt, other services","$521,978,892,625.75",$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/US/US_2036/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/US/US_2036/occupation_impacts_table.csv
index 6d9e372..a4f3fdf 100644
--- a/Model_Outputs/IMPLAN/US/US_2036/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/US/US_2036/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,5.02,4.72,"$1,069,830.46","$196,987.41","$1,266,817.87","11,101.70"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",1.47,1.40,"$358,131.19","$60,630.79","$418,761.98","3,111.86"
-11-3000,Operations Specialties Managers,4.07,3.94,"$994,272.60","$183,170.53","$1,177,443.14","8,669.97"
-11-9000,Other Management Occupations,3.27,3.06,"$561,914.02","$107,224.54","$669,138.56","6,773.52"
-13-1000,Business Operations Specialists,8.13,7.75,"$1,014,865.63","$180,371.76","$1,195,237.38","15,963.59"
-13-2000,Financial Specialists,4.46,4.31,"$737,652.68","$122,628.54","$860,281.22","8,913.88"
-15-1200,Computer Occupations,4.51,4.33,"$766,402.42","$125,443.85","$891,846.28","8,927.35"
-15-2000,Mathematical Science Occupations,0.47,0.45,"$80,482.26","$13,496.42","$93,978.68",919.02
-17-1000,"Architects, Surveyors, and Cartographers",0.38,0.37,"$44,989.50","$8,840.78","$53,830.28",774.08
-17-2000,Engineers,2.63,2.57,"$416,137.79","$86,328.39","$502,466.18","5,646.67"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.54,0.52,"$51,976.87","$10,091.66","$62,068.53","1,063.02"
-19-1000,Life Scientists,0.23,0.22,"$29,333.15","$5,368.63","$34,701.78",452.09
-19-2000,Physical Scientists,0.20,0.19,"$28,475.33","$5,910.24","$34,385.57",400.68
-19-3000,Social Scientists and Related Workers,0.11,0.10,"$12,409.93","$2,220.75","$14,630.68",193.73
-19-4000,"Life, Physical, and Social Science Technicians",0.32,0.31,"$28,393.85","$6,277.58","$34,671.43",610.83
-19-5000,Occupational Health and Safety Specialists and Technicians,0.44,0.43,"$59,387.45","$13,260.60","$72,648.05",908.83
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",1.37,1.23,"$81,606.07","$15,394.71","$97,000.78","2,384.20"
-21-2000,Religious Workers,0.63,0.55,"$29,974.75","$4,380.34","$34,355.10","1,250.20"
-23-1000,"Lawyers, Judges, and Related Workers",0.76,0.73,"$200,271.38","$33,626.28","$233,897.66","1,622.19"
-23-2000,Legal Support Workers,0.49,0.47,"$42,201.82","$7,080.45","$49,282.26",876.90
-25-1000,Postsecondary Teachers,0.39,0.36,"$39,274.56","$8,789.37","$48,063.92",596.39
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.83,0.74,"$40,203.81","$8,049.66","$48,253.47","1,434.80"
-25-3000,Other Teachers and Instructors,0.53,0.47,"$21,873.13","$4,312.32","$26,185.45",680.25
-25-4000,"Librarians, Curators, and Archivists",0.04,0.04,"$2,680.12",$489.55,"$3,169.67",65.50
-25-9000,Other Educational Instruction and Library Occupations,0.42,0.38,"$18,590.02","$3,621.95","$22,211.97",595.80
-27-1000,Art and Design Workers,0.60,0.57,"$59,399.01","$10,015.15","$69,414.16","1,062.31"
-27-2000,"Entertainers and Performers, Sports and Related Workers",0.53,0.47,"$57,736.36","$10,017.33","$67,753.69",732.62
-27-3000,Media and Communication Workers,0.61,0.57,"$72,080.29","$12,609.94","$84,690.23","1,110.40"
-27-4000,Media and Communication Equipment Workers,0.27,0.26,"$25,289.95","$4,365.71","$29,655.66",469.48
-29-1000,Healthcare Diagnosing or Treating Practitioners,4.54,4.20,"$631,096.88","$124,040.97","$755,137.85","8,309.15"
-29-2000,Health Technologists and Technicians,2.26,2.08,"$145,787.86","$28,689.58","$174,477.44","4,020.68"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.10,0.09,"$8,051.01","$1,508.60","$9,559.62",180.07
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",4.29,3.85,"$140,435.06","$27,257.84","$167,692.89","6,684.86"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.15,0.14,"$7,506.92","$1,491.05","$8,997.98",226.52
-31-9000,Other Healthcare Support Occupations,1.37,1.25,"$63,176.62","$12,013.38","$75,190.00","2,247.17"
-33-1000,Supervisors of Protective Service Workers,0.09,0.08,"$8,062.30","$1,517.02","$9,579.32",187.31
-33-2000,Firefighting and Prevention Workers,0.03,0.03,"$1,548.27",$283.80,"$1,832.07",70.63
-33-3000,Law Enforcement Workers,0.02,0.02,"$1,599.98",$435.34,"$2,035.32",40.70
-33-9000,Other Protective Service Workers,1.71,1.57,"$88,893.99","$16,184.32","$105,078.31","2,869.52"
-35-1000,Supervisors of Food Preparation and Serving Workers,1.24,1.00,"$66,586.49","$9,610.94","$76,197.43","2,083.33"
-35-2000,Cooks and Food Preparation Workers,3.10,2.51,"$100,064.48","$14,764.20","$114,828.68","4,191.10"
-35-3000,Food and Beverage Serving Workers,6.47,5.21,"$175,754.22","$24,927.54","$200,681.75","7,107.18"
-35-9000,Other Food Preparation and Serving Related Workers,1.40,1.13,"$34,981.48","$4,964.85","$39,946.33","1,389.35"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.31,0.28,"$18,266.89","$3,160.76","$21,427.65",612.84
-37-2000,Building Cleaning and Pest Control Workers,3.61,3.29,"$146,087.47","$25,963.06","$172,050.53","5,685.23"
-37-3000,Grounds Maintenance Workers,1.04,0.95,"$48,161.65","$8,401.45","$56,563.10","1,773.19"
-39-1000,Supervisors of Personal Care and Service Workers,0.17,0.15,"$10,694.67","$2,098.05","$12,792.73",297.82
-39-2000,Animal Care and Service Workers,0.22,0.19,"$7,419.61","$1,132.46","$8,552.07",297.89
-39-3000,Entertainment Attendants and Related Workers,0.52,0.45,"$16,554.71","$3,367.27","$19,921.98",568.57
-39-4000,Funeral Service Workers,0.04,0.03,"$1,636.90",$234.78,"$1,871.68",55.89
-39-5000,Personal Appearance Workers,0.42,0.36,"$14,293.83","$2,122.64","$16,416.46",569.60
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.06,0.05,"$2,635.06",$452.33,"$3,087.40",90.10
-39-7000,Tour and Travel Guides,0.18,0.17,"$9,269.33","$1,670.11","$10,939.44",197.75
-39-9000,Other Personal Care and Service Workers,1.02,0.89,"$28,258.95","$4,960.70","$33,219.65","1,191.78"
-41-1000,Supervisors of Sales Workers,1.27,1.15,"$101,216.81","$19,719.85","$120,936.66","2,512.48"
-41-2000,Retail Sales Workers,6.79,5.97,"$237,991.24","$49,076.83","$287,068.07","9,262.41"
-41-3000,"Sales Representatives, Services",2.62,2.51,"$334,735.93","$55,169.78","$389,905.71","5,261.29"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",2.45,2.36,"$292,080.43","$48,593.09","$340,673.52","5,147.05"
-41-9000,Other Sales and Related Workers,0.55,0.51,"$44,173.80","$7,267.84","$51,441.64",932.44
-43-1000,Supervisors of Office and Administrative Support Workers,1.64,1.55,"$162,024.33","$30,341.62","$192,365.95","3,203.11"
-43-2000,Communications Equipment Operators,0.04,0.03,"$1,867.58",$339.51,"$2,207.09",62.35
-43-3000,Financial Clerks,3.17,3.01,"$218,275.41","$39,301.35","$257,576.76","5,636.51"
-43-4000,Information and Record Clerks,5.34,5.03,"$318,420.42","$56,799.55","$375,219.97","8,959.40"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",2.70,2.48,"$188,548.35","$52,328.13","$240,876.48","5,188.65"
-43-6000,Secretaries and Administrative Assistants,3.07,2.87,"$207,325.58","$37,128.33","$244,453.91","5,420.51"
-43-9000,Other Office and Administrative Support Workers,3.30,3.10,"$178,978.79","$32,751.08","$211,729.87","5,398.21"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.06,"$4,477.90","$1,082.93","$5,560.83",134.84
-45-2000,Agricultural Workers,0.66,0.58,"$28,861.15","$6,371.55","$35,232.70","1,124.88"
-45-3000,Fishing and Hunting Workers,0.00,0.00,$125.29,$39.92,$165.21,3.69
-45-4000,"Forest, Conservation, and Logging Workers",0.11,0.09,"$6,778.42","$2,122.48","$8,900.90",224.52
-47-1000,Supervisors of Construction and Extraction Workers,4.04,3.96,"$670,961.30","$152,948.93","$823,910.23","8,926.17"
-47-2000,Construction Trades Workers,9.49,9.28,"$1,008,154.76","$227,027.91","$1,235,182.68","19,596.38"
-47-3000,"Helpers, Construction Trades",0.05,0.05,"$2,283.36",$413.20,"$2,696.55",76.52
-47-4000,Other Construction and Related Workers,0.36,0.35,"$32,743.83","$7,628.43","$40,372.26",752.55
-47-5000,Extraction Workers,13.58,13.36,"$1,489,330.86","$345,190.15","$1,834,521.01","31,975.05"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.87,1.80,"$298,918.93","$67,506.41","$366,425.34","4,200.44"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.53,0.50,"$51,513.88","$10,848.08","$62,361.96","1,114.96"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.50,4.25,"$435,454.45","$92,506.38","$527,960.83","9,445.13"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",6.77,6.51,"$665,065.39","$146,721.54","$811,786.93","14,007.37"
-51-1000,Supervisors of Production Workers,0.90,0.87,"$110,762.78","$25,550.74","$136,313.52","2,000.37"
-51-2000,Assemblers and Fabricators,1.32,1.28,"$78,382.89","$15,982.37","$94,365.26","2,542.59"
-51-3000,Food Processing Workers,0.62,0.57,"$29,585.31","$6,282.52","$35,867.83","1,115.31"
-51-4000,Metal Workers and Plastic Workers,2.16,2.10,"$179,465.70","$39,343.14","$218,808.84","4,460.82"
-51-5100,Printing Workers,0.20,0.20,"$11,519.93","$2,263.31","$13,783.24",378.98
-51-6000,"Textile, Apparel, and Furnishings Workers",0.43,0.39,"$19,829.25","$3,573.56","$23,402.82",736.91
-51-7000,Woodworkers,0.12,0.12,"$6,800.91","$1,388.04","$8,188.95",236.08
-51-8000,Plant and System Operators,0.55,0.53,"$64,119.58","$18,101.44","$82,221.02","1,178.31"
-51-9000,Other Production Occupations,3.69,3.57,"$283,128.45","$63,828.89","$346,957.34","7,302.91"
-53-1000,Supervisors of Transportation and Material Moving Workers,0.96,0.91,"$106,442.72","$22,834.28","$129,277.00","2,042.79"
-53-2000,Air Transportation Workers,0.27,0.26,"$51,166.14","$12,518.22","$63,684.36",500.82
-53-3000,Motor Vehicle Operators,5.96,5.63,"$437,617.45","$95,721.17","$533,338.61","11,959.88"
-53-4000,Rail Transportation Workers,0.95,0.90,"$83,878.19","$25,481.18","$109,359.37","2,280.05"
-53-5000,Water Transportation Workers,0.33,0.30,"$31,550.51","$6,181.74","$37,732.25",759.08
-53-6000,Other Transportation Workers,0.36,0.32,"$17,099.80","$3,476.32","$20,576.12",563.11
-53-7000,Material Moving Workers,9.96,9.42,"$631,348.59","$129,131.81","$760,480.41","17,346.34"
+11-1000,Top Executives,14.97,14.05,"$3,186,729.03","$586,771.02","$3,773,500.04","33,068.89"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",4.38,4.18,"$1,066,773.76","$180,602.36","$1,247,376.12","9,269.37"
+11-3000,Operations Specialties Managers,12.13,11.73,"$2,961,663.08","$545,614.35","$3,507,277.43","25,825.44"
+11-9000,Other Management Occupations,9.73,9.12,"$1,673,786.45","$319,392.24","$1,993,178.69","20,176.44"
+13-1000,Business Operations Specialists,24.21,23.09,"$3,023,003.99","$537,277.57","$3,560,281.56","47,551.13"
+13-2000,Financial Specialists,13.29,12.85,"$2,197,263.30","$365,276.50","$2,562,539.81","26,551.99"
+15-1200,Computer Occupations,13.42,12.89,"$2,282,900.83","$373,662.55","$2,656,563.38","26,592.10"
+15-2000,Mathematical Science Occupations,1.39,1.34,"$239,734.38","$40,202.11","$279,936.49","2,737.52"
+17-1000,"Architects, Surveyors, and Cartographers",1.13,1.09,"$134,011.28","$26,334.25","$160,345.53","2,305.78"
+17-2000,Engineers,7.84,7.64,"$1,239,559.37","$257,148.39","$1,496,707.77","16,819.87"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",1.60,1.54,"$154,824.71","$30,060.27","$184,884.98","3,166.45"
+19-1000,Life Scientists,0.68,0.65,"$87,375.35","$15,991.66","$103,367.00","1,346.66"
+19-2000,Physical Scientists,0.59,0.58,"$84,820.13","$17,604.97","$102,425.10","1,193.50"
+19-3000,Social Scientists and Related Workers,0.31,0.29,"$36,965.76","$6,614.99","$43,580.76",577.08
+19-4000,"Life, Physical, and Social Science Technicians",0.94,0.91,"$84,577.41","$18,699.19","$103,276.60","1,819.51"
+19-5000,Occupational Health and Safety Specialists and Technicians,1.31,1.28,"$176,898.78","$39,499.67","$216,398.45","2,707.15"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",4.07,3.67,"$243,081.92","$45,856.58","$288,938.51","7,101.87"
+21-2000,Religious Workers,1.89,1.63,"$89,286.50","$13,047.82","$102,334.33","3,724.00"
+23-1000,"Lawyers, Judges, and Related Workers",2.27,2.18,"$596,553.05","$100,163.38","$696,716.43","4,832.05"
+23-2000,Legal Support Workers,1.45,1.39,"$125,707.53","$21,090.70","$146,798.23","2,612.04"
+25-1000,Postsecondary Teachers,1.17,1.06,"$116,988.05","$26,181.09","$143,169.14","1,776.47"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",2.48,2.20,"$119,756.03","$23,977.71","$143,733.75","4,273.86"
+25-3000,Other Teachers and Instructors,1.58,1.41,"$65,153.99","$12,845.22","$77,999.21","2,026.28"
+25-4000,"Librarians, Curators, and Archivists",0.12,0.11,"$7,983.35","$1,458.23","$9,441.58",195.12
+25-9000,Other Educational Instruction and Library Occupations,1.26,1.12,"$55,374.52","$10,788.80","$66,163.32","1,774.74"
+27-1000,Art and Design Workers,1.80,1.70,"$176,933.23","$29,832.36","$206,765.59","3,164.31"
+27-2000,"Entertainers and Performers, Sports and Related Workers",1.58,1.39,"$171,980.65","$29,838.86","$201,819.51","2,182.28"
+27-3000,Media and Communication Workers,1.81,1.70,"$214,707.24","$37,561.54","$252,268.78","3,307.57"
+27-4000,Media and Communication Equipment Workers,0.82,0.76,"$75,331.78","$13,004.24","$88,336.02","1,398.44"
+29-1000,Healthcare Diagnosing or Treating Practitioners,13.52,12.52,"$1,879,863.06","$369,483.74","$2,249,346.80","24,750.67"
+29-2000,Health Technologists and Technicians,6.73,6.20,"$434,261.70","$85,458.32","$519,720.02","11,976.50"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.28,0.27,"$23,981.74","$4,493.71","$28,475.45",536.37
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",12.79,11.46,"$418,317.20","$81,193.56","$499,510.75","19,912.35"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.45,0.41,"$22,361.05","$4,441.43","$26,802.48",674.74
+31-9000,Other Healthcare Support Occupations,4.08,3.74,"$188,185.67","$35,784.54","$223,970.20","6,693.71"
+33-1000,Supervisors of Protective Service Workers,0.27,0.25,"$24,015.35","$4,518.78","$28,534.13",557.94
+33-2000,Firefighting and Prevention Workers,0.08,0.08,"$4,611.87",$845.36,"$5,457.22",210.39
+33-3000,Law Enforcement Workers,0.06,0.05,"$4,765.90","$1,296.76","$6,062.67",121.23
+33-9000,Other Protective Service Workers,5.09,4.68,"$264,790.61","$48,208.60","$312,999.21","8,547.52"
+35-1000,Supervisors of Food Preparation and Serving Workers,3.70,2.98,"$198,342.73","$28,628.34","$226,971.07","6,205.65"
+35-2000,Cooks and Food Preparation Workers,9.22,7.47,"$298,064.40","$43,978.47","$342,042.87","12,484.13"
+35-3000,Food and Beverage Serving Workers,19.28,15.51,"$523,523.19","$74,252.23","$597,775.43","21,170.34"
+35-9000,Other Food Preparation and Serving Related Workers,4.18,3.38,"$104,200.16","$14,788.91","$118,989.07","4,138.50"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.92,0.84,"$54,412.02","$9,415.02","$63,827.03","1,825.48"
+37-2000,Building Cleaning and Pest Control Workers,10.76,9.81,"$435,154.15","$77,336.77","$512,490.93","16,934.74"
+37-3000,Grounds Maintenance Workers,3.09,2.82,"$143,460.23","$25,025.58","$168,485.82","5,281.85"
+39-1000,Supervisors of Personal Care and Service Workers,0.51,0.45,"$31,856.48","$6,249.52","$38,106.00",887.13
+39-2000,Animal Care and Service Workers,0.66,0.58,"$22,100.96","$3,373.28","$25,474.24",887.34
+39-3000,Entertainment Attendants and Related Workers,1.55,1.33,"$49,311.91","$10,030.17","$59,342.08","1,693.62"
+39-4000,Funeral Service Workers,0.11,0.09,"$4,875.88",$699.35,"$5,575.23",166.48
+39-5000,Personal Appearance Workers,1.25,1.08,"$42,577.35","$6,322.75","$48,900.10","1,696.70"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.17,0.15,"$7,849.13","$1,347.38","$9,196.50",268.37
+39-7000,Tour and Travel Guides,0.54,0.50,"$27,610.76","$4,974.80","$32,585.56",589.06
+39-9000,Other Personal Care and Service Workers,3.04,2.64,"$84,175.58","$14,776.55","$98,952.14","3,550.00"
+41-1000,Supervisors of Sales Workers,3.80,3.42,"$301,496.87","$58,739.99","$360,236.86","7,483.99"
+41-2000,Retail Sales Workers,20.23,17.80,"$708,910.09","$146,186.29","$855,096.38","27,590.14"
+41-3000,"Sales Representatives, Services",7.81,7.48,"$997,085.74","$164,335.52","$1,161,421.26","15,671.94"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",7.30,7.03,"$870,026.82","$144,745.36","$1,014,772.18","15,331.63"
+41-9000,Other Sales and Related Workers,1.63,1.53,"$131,581.54","$21,648.88","$153,230.42","2,777.49"
+43-1000,Supervisors of Office and Administrative Support Workers,4.88,4.61,"$482,625.66","$90,379.28","$573,004.94","9,541.18"
+43-2000,Communications Equipment Operators,0.11,0.10,"$5,563.02","$1,011.29","$6,574.31",185.72
+43-3000,Financial Clerks,9.44,8.97,"$650,182.09","$117,067.85","$767,249.94","16,789.61"
+43-4000,Information and Record Clerks,15.92,14.98,"$948,486.35","$169,190.16","$1,117,676.51","26,687.57"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",8.04,7.39,"$561,633.38","$155,871.04","$717,504.42","15,455.57"
+43-6000,Secretaries and Administrative Assistants,9.15,8.56,"$617,565.56","$110,595.01","$728,160.57","16,146.19"
+43-9000,Other Office and Administrative Support Workers,9.82,9.25,"$533,128.31","$97,556.41","$630,684.72","16,079.78"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.19,0.17,"$13,338.41","$3,225.75","$16,564.16",401.64
+45-2000,Agricultural Workers,1.98,1.73,"$85,969.39","$18,979.09","$104,948.48","3,350.71"
+45-3000,Fishing and Hunting Workers,0.01,0.01,$373.21,$118.90,$492.11,10.98
+45-4000,"Forest, Conservation, and Logging Workers",0.32,0.28,"$20,191.05","$6,322.28","$26,513.33",668.80
+47-1000,Supervisors of Construction and Extraction Workers,12.03,11.81,"$1,998,608.13","$455,592.54","$2,454,200.67","26,588.58"
+47-2000,Construction Trades Workers,28.26,27.65,"$3,003,014.19","$676,253.35","$3,679,267.55","58,372.21"
+47-3000,"Helpers, Construction Trades",0.14,0.13,"$6,801.50","$1,230.79","$8,032.29",227.92
+47-4000,Other Construction and Related Workers,1.08,1.03,"$97,534.81","$22,722.97","$120,257.79","2,241.64"
+47-5000,Extraction Workers,40.44,39.80,"$4,436,304.68","$1,028,225.99","$5,464,530.67","95,244.83"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",5.57,5.37,"$890,396.80","$201,082.93","$1,091,479.73","12,511.94"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",1.59,1.49,"$153,445.61","$32,313.43","$185,759.04","3,321.17"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",13.40,12.66,"$1,297,098.36","$275,550.92","$1,572,649.28","28,134.44"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",20.16,19.39,"$1,981,045.85","$437,042.87","$2,418,088.72","41,724.09"
+51-1000,Supervisors of Production Workers,2.68,2.60,"$329,931.68","$76,108.59","$406,040.27","5,958.54"
+51-2000,Assemblers and Fabricators,3.94,3.80,"$233,480.95","$47,607.05","$281,088.00","7,573.67"
+51-3000,Food Processing Workers,1.86,1.70,"$88,126.45","$18,713.89","$106,840.34","3,322.19"
+51-4000,Metal Workers and Plastic Workers,6.42,6.26,"$534,578.67","$117,192.33","$651,771.00","13,287.54"
+51-5100,Printing Workers,0.60,0.58,"$34,314.69","$6,741.77","$41,056.46","1,128.89"
+51-6000,"Textile, Apparel, and Furnishings Workers",1.28,1.18,"$59,065.86","$10,644.66","$69,710.51","2,195.05"
+51-7000,Woodworkers,0.36,0.35,"$20,258.04","$4,134.59","$24,392.62",703.22
+51-8000,Plant and System Operators,1.62,1.59,"$190,994.50","$53,919.19","$244,913.69","3,509.87"
+51-9000,Other Production Occupations,10.98,10.65,"$843,361.34","$190,128.61","$1,033,489.95","21,753.34"
+53-1000,Supervisors of Transportation and Material Moving Workers,2.85,2.70,"$317,063.43","$68,017.00","$385,080.42","6,084.92"
+53-2000,Air Transportation Workers,0.81,0.76,"$152,409.78","$37,288.31","$189,698.09","1,491.82"
+53-3000,Motor Vehicle Operators,17.76,16.76,"$1,303,541.33","$285,126.88","$1,588,668.21","35,625.17"
+53-4000,Rail Transportation Workers,2.84,2.67,"$249,849.94","$75,901.38","$325,751.32","6,791.63"
+53-5000,Water Transportation Workers,0.97,0.91,"$93,980.24","$18,413.68","$112,393.93","2,261.09"
+53-6000,Other Transportation Workers,1.07,0.96,"$50,935.56","$10,354.99","$61,290.56","1,677.34"
+53-7000,Material Moving Workers,29.68,28.05,"$1,880,612.83","$384,647.95","$2,265,260.78","51,669.95"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/US/US_2036/tax_results.csv b/Model_Outputs/IMPLAN/US/US_2036/tax_results.csv
index a66fc6f..afc5f27 100644
--- a/Model_Outputs/IMPLAN/US/US_2036/tax_results.csv
+++ b/Model_Outputs/IMPLAN/US/US_2036/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$590,014.15","$602,678.99","$398,574.61","$1,692,754.42","$2,416,924.38","$5,700,946.54"
-2 - Indirect,"$272,502.60","$271,696.20","$181,383.78","$866,902.33","$2,338,705.32","$3,931,190.22"
-3 - Induced,"$235,091.35","$234,547.85","$156,406.28","$745,460.41","$1,918,968.33","$3,290,474.22"
-,"$1,097,608.10","$1,108,923.04","$736,364.67","$3,305,117.16","$6,674,598.02","$12,922,610.99"
+1 - Direct,"$1,757,488.96","$1,795,214.00","$1,187,243.53","$5,042,247.20","$7,199,349.21","$16,981,542.89"
+2 - Indirect,"$811,709.86","$809,307.83","$540,292.11","$2,582,262.26","$6,966,356.27","$11,709,928.32"
+3 - Induced,"$700,272.11","$698,653.17","$465,891.05","$2,220,520.38","$5,716,075.87","$9,801,412.58"
+,"$3,269,470.93","$3,303,175.00","$2,193,426.68","$9,845,029.84","$19,881,781.34","$38,492,883.79"
diff --git a/Model_Outputs/IMPLAN/US/US_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/US/US_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 0f8e8e4..8f14b87 100644
--- a/Model_Outputs/IMPLAN/US/US_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/US/US_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,21,Coal mining,"$40,369,797,410.22","$49,151,287.81"
-2,174,Explosives manufacturing,"$3,336,015,892.42","$556,468.70"
-3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$198,941.74"
-4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$173,721.46"
-5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$375,204.05"
-6,161,Fertilizer mixing,"$6,609,942,413.23","$72,389.73"
-7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$105,126.44"
-8,26,Stone mining and quarrying,"$22,604,707,721.04","$245,548.38"
-9,397,Rail transportation,"$92,013,918,170.42","$958,870.88"
-10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$203,918.34"
-11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$180,828.16"
-12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$1,096,969.43"
-13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$1,676,459.16"
-14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$104,010.46"
-15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$8,182.88"
+1,21,Coal mining,"$40,369,797,410.22","$146,408,091.34"
+2,174,Explosives manufacturing,"$3,336,015,892.42","$1,657,566.33"
+3,204,Ground or treated mineral and earth manufacturing,"$5,072,828,802.03","$592,592.42"
+4,187,Rubber and plastics hoses and belting manufacturing,"$9,316,374,290.80","$517,468.17"
+5,159,Nitrogenous fertilizer manufacturing,"$22,680,233,557.39","$1,117,629.08"
+6,161,Fertilizer mixing,"$6,609,942,413.23","$215,628.97"
+7,160,Phosphatic fertilizer manufacturing,"$9,646,258,713.74","$313,142.59"
+8,26,Stone mining and quarrying,"$22,604,707,721.04","$731,420.70"
+9,397,Rail transportation,"$92,013,918,170.42","$2,856,211.14"
+10,256,Oil and gas field machinery and equipment manufacturing,"$27,836,734,479.74","$607,416.33"
+11,240,"Turned product and screw, nut, and bolt manufacturing","$26,510,037,196.43","$538,637.06"
+12,435,Commercial and industrial machinery and equipment rental and leasing,"$163,914,676,099.25","$3,267,568.52"
+13,378,"Wholesale - Machinery, equipment, and supplies","$272,916,323,584.73","$4,993,708.15"
+14,149,Petroleum lubricating oil and grease manufacturing,"$18,666,710,968.47","$309,818.40"
+15,28,"Other clay, ceramic, refractory minerals mining","$1,521,594,772.12","$24,374.54"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2028/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2028/economic_indicators_by_impact.csv
index 8c44a14..ad03110 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2028/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2028/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"1,907.94","$164,971,790.25","$223,575,227.18","$632,363,127.93"
-2 - Indirect,554.48,"$35,367,792.81","$59,724,609.42","$126,237,021.81"
-3 - Induced,529.44,"$24,283,025.57","$54,765,258.77","$97,803,063.07"
-,"2,991.86","$224,622,608.63","$338,065,095.38","$856,403,212.81"
+1 - Direct,"1,916.45","$166,571,543.28","$227,975,154.59","$639,803,127.93"
+2 - Indirect,562.25,"$35,915,665.52","$60,853,512.18","$128,620,751.46"
+3 - Induced,535.39,"$24,555,379.67","$55,379,352.69","$98,900,598.12"
+,"3,014.09","$227,042,588.47","$344,208,019.46","$867,324,477.51"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 9bf3e40..88c0ed5 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2028/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,500.66",3414.08%
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,691.17",154.58%
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,835,821.66",74.80%
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,745.37",3414.08%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,766.20",154.58%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,856,423.98",74.82%
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00",38.12%
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.10",33.10%
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.44",31.99%
-7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,961.77",10.41%
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,291.92",7.98%
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,538.18",4.45%
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,686,109.07",2.70%
-11,224,Nonferrous forging,"$17,187,170.89","$302,025.61",1.76%
-12,460,Other support services,"$116,743,407.01","$2,025,837.00",1.74%
-13,223,Iron and steel forging,"$52,274,449.17","$876,921.19",1.68%
-14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$15,933,170.24",1.64%
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,824,936.87",1.61%
-16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$97,277.24",1.53%
-17,254,Construction machinery manufacturing,"$33,431,733.61","$440,494.77",1.32%
-18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,179.27",1.30%
-19,129,Wood windows and door manufacturing,"$6,006,154.37","$77,134.12",1.28%
-20,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,047.03",1.16%
-21,457,Investigation and security services,"$59,623,127.89","$685,450.26",1.15%
-22,454,Employment services,"$387,522,663.46","$4,440,349.50",1.15%
-23,199,Other concrete product manufacturing,"$20,536,708.26","$217,053.13",1.06%
-24,455,Business support services,"$81,622,923.15","$830,789.28",1.02%
-25,453,Facilities support services,"$18,809,929.65","$189,869.71",1.01%
-26,197,Concrete block and brick manufacturing,"$4,381,689.69","$43,311.30",0.99%
-27,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$4,935,989.09",0.87%
-28,451,Management of companies and enterprises,"$529,170,690.74","$4,527,022.54",0.86%
-29,399,Truck transportation,"$1,193,488,141.88","$9,253,958.76",0.78%
-30,440,Specialized design services,"$35,933,528.26","$274,671.40",0.76%
-31,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,047,860.72",0.72%
-32,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$38,731.58",0.72%
-33,337,Aircraft manufacturing,"$86,772,712.07","$614,295.80",0.71%
-34,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$534,642.18",0.69%
-35,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$3,801,961.35",0.68%
-36,403,Couriers and messengers,"$213,253,723.63","$1,394,185.05",0.65%
-37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$573,306.78",0.65%
-38,508,Postal service,"$125,450,187.77","$760,267.40",0.61%
-39,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$553,793.34",0.60%
-40,447,"Advertising, public relations, and related services","$76,206,587.86","$439,570.47",0.58%
-41,26,Stone mining and quarrying,"$31,976,061.34","$175,265.97",0.55%
-42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$3,124,137.68",0.54%
-43,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,284,872.54",0.53%
-44,418,"Data processing, hosting, and related services","$291,048,307.59","$1,515,639.33",0.52%
-45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$2,887,208.22",0.51%
-46,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$755,934.07",0.49%
-47,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,562,407.44",0.48%
-48,432,Automotive equipment rental and leasing,"$102,405,091.42","$493,313.13",0.48%
-49,413,Radio and television broadcasting,"$128,460,835.20","$613,564.79",0.48%
-50,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$540,813.39",0.48%
-51,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$3,879,739.39",0.48%
-52,437,Legal services,"$411,686,987.07","$1,952,493.34",0.47%
-53,452,Office administrative services,"$121,416,424.85","$557,280.15",0.46%
-54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$488,000.01",0.45%
-55,406,Periodical publishers,"$16,212,170.93","$71,514.70",0.44%
-56,479,Commercial Sports Except Racing,"$3,476,338.42","$15,187.35",0.44%
-57,448,Photographic services,"$6,946,918.71","$30,261.25",0.44%
-58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,128,141.94",0.43%
-59,42,Electric power transmission and distribution,"$1,117,279,919.78","$4,729,593.33",0.42%
-60,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,233,206.77",0.42%
-61,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,298,517.01",0.41%
-62,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$912,565.69",0.41%
-63,404,Warehousing and storage,"$190,282,196.62","$772,901.34",0.41%
-64,43,Natural gas distribution,"$226,004,592.60","$917,686.33",0.41%
-65,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$510,820.06",0.40%
-66,458,Services to buildings,"$210,863,686.06","$843,426.30",0.40%
-67,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$5,477,561.06",0.40%
-68,414,Cable and other subscription programming,"$23,580,404.28","$94,172.40",0.40%
-69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,084,663.20",0.39%
-70,505,Business and professional associations,"$86,788,585.52","$338,175.55",0.39%
-71,509,Federal electric utilities,"$17,146,395.42","$65,927.00",0.38%
-72,408,"Directory, mailing list, and other publishers","$4,955,701.45","$18,925.29",0.38%
-73,487,Fitness and recreational sports centers,"$47,685,531.12","$180,636.75",0.38%
-74,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$92,912.24",0.38%
-75,492,Limited-service restaurants,"$1,041,352,547.93","$3,930,268.06",0.38%
-76,431,Owner-occupied housing,"$4,444,497,247.52","$16,554,181.76",0.37%
-77,410,Software publishers,"$184,892,079.62","$687,570.12",0.37%
-78,466,Offices of dentists,"$271,899,263.02","$994,977.53",0.37%
-79,396,Air transportation,"$185,983,832.23","$678,086.03",0.36%
-80,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$30,906.01",0.36%
-81,472,Hospitals,"$775,130,452.97","$2,818,323.54",0.36%
-82,443,"Other computer related services, including facilities management","$44,926,337.84","$163,265.61",0.36%
-83,499,Personal care services,"$105,986,766.41","$383,843.49",0.36%
-84,390,Retail - Health and personal care stores,"$189,122,051.74","$680,590.56",0.36%
-85,495,Car washes,"$60,896,626.31","$218,672.94",0.36%
-86,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$3,523,741.05",0.36%
-87,491,Full-service restaurants,"$957,773,115.52","$3,414,497.68",0.36%
-88,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$453,875.79",0.35%
-89,462,Elementary and secondary schools,"$34,238,275.96","$120,447.33",0.35%
-90,394,Retail - General merchandise stores,"$553,647,942.57","$1,943,565.13",0.35%
-91,514,Local government passenger transit,"$2,981,749.49","$10,440.13",0.35%
-92,425,Direct life insurance carriers,"$42,208,644.52","$147,575.54",0.35%
-93,387,Retail - Electronics and appliance stores,"$60,211,745.28","$209,899.18",0.35%
-94,515,Local government electric utilities,"$7,801,045.18","$26,904.00",0.34%
-95,461,Waste management and remediation services,"$225,632,059.53","$775,447.88",0.34%
-96,389,Retail - Food and beverage stores,"$517,469,128.57","$1,767,576.56",0.34%
-97,475,Individual and family services,"$223,584,092.68","$759,294.12",0.34%
-98,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$769,887.13",0.34%
-99,400,Transit and ground passenger transportation,"$87,175,571.40","$294,672.04",0.34%
-100,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,476.09",0.33%
-101,478,Performing arts companies,"$63,413,148.22","$210,018.99",0.33%
-102,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$819,978.70",0.33%
-103,484,Amusement parks and arcades,"$8,147,368.71","$26,878.52",0.33%
-104,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$687,882.57",0.33%
-105,459,Landscape and horticultural services,"$275,016,411.40","$892,252.81",0.32%
-106,405,Newspaper publishers,"$75,385,661.65","$244,349.81",0.32%
-107,221,Custom roll forming,"$23,817,580.17","$76,529.95",0.32%
-108,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$15,428.36",0.32%
-109,426,"Insurance carriers, except direct life","$545,149,698.92","$1,722,864.74",0.32%
-110,465,Offices of physicians,"$740,188,232.97","$2,319,872.58",0.31%
-111,510,Other federal government enterprises,"$1,867,051.07","$5,816.73",0.31%
-112,502,Other personal services,"$178,806,274.18","$553,089.95",0.31%
-113,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$349,793.09",0.31%
-114,503,Religious organizations,"$135,764,739.85","$416,085.48",0.31%
-115,44,"Water, sewage and other systems","$21,303,485.72","$64,898.03",0.30%
-116,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$750,800.25",0.30%
-117,506,Labor and civic organizations,"$105,944,986.89","$316,805.41",0.30%
-118,439,"Architectural, engineering, and related services","$663,216,940.93","$1,979,092.53",0.30%
-119,481,"Independent artists, writers, and performers","$137,990,888.93","$411,086.94",0.30%
-120,507,Private households,"$17,924,890.71","$53,014.56",0.30%
-121,473,Nursing and community care facilities,"$273,693,670.49","$789,669.20",0.29%
-122,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$207,323.38",0.28%
-123,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$1,872,843.49",0.28%
-124,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$652,417.96",0.28%
-125,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$2,026,925.58",0.28%
-126,444,Management consulting services,"$251,198,056.46","$688,223.84",0.27%
-127,476,Child day care services,"$173,556,969.71","$474,345.65",0.27%
-128,449,Veterinary services,"$101,826,770.30","$277,840.79",0.27%
-129,516,Other local government enterprises,"$776,177,579.59","$2,102,846.18",0.27%
-130,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$921,083.05",0.27%
-131,493,All other food and drinking places,"$603,532,483.05","$1,625,511.28",0.27%
-132,464,Other educational services,"$276,105,016.01","$743,529.72",0.27%
-133,424,Other financial investment activities,"$1,738,609,271.81","$4,649,256.90",0.27%
-134,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$374,440.11",0.27%
-135,468,Outpatient care centers,"$330,858,673.33","$875,735.20",0.26%
-136,513,Other state government enterprises,"$14,156,836.55","$36,990.23",0.26%
-137,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$484,178.60",0.26%
-138,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,744.40",0.26%
-139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$2,757,547.81",0.26%
-140,242,Metal coating and nonprecious engraving,"$8,101,071.47","$20,717.32",0.26%
-141,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$301,400.84",0.25%
-142,415,Wired telecommunications carriers,"$765,674,352.28","$1,876,417.03",0.25%
-143,429,Other real estate,"$4,970,388,101.43","$12,150,723.81",0.24%
-144,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$344,200.35",0.24%
-145,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$108,193.12",0.24%
-146,201,Gypsum product manufacturing,"$62,726,288.59","$148,652.03",0.24%
-147,3,Vegetable and melon farming,"$6,609,930.97","$15,611.52",0.24%
-148,104,Tobacco manufacturing,"$6,603,883.06","$15,363.78",0.23%
-149,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$11,249.33",0.23%
-150,239,Machine shops,"$129,567,269.37","$289,664.41",0.22%
-151,469,Medical and diagnostic laboratories,"$105,938,912.27","$234,865.62",0.22%
-152,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,030.30",0.22%
-153,398,Water transportation,"$11,961,984.14","$26,066.78",0.22%
-154,411,Motion picture and video industries,"$109,931,494.98","$239,437.08",0.22%
-155,195,Cement manufacturing,"$132,407,672.79","$286,680.25",0.22%
-156,430,Tenant-occupied housing,"$1,046,341,198.42","$2,244,676.57",0.21%
-157,229,Plate work manufacturing,"$7,212,949.34","$15,320.56",0.21%
-158,500,Death care services,"$46,286,967.10","$98,221.98",0.21%
-159,4,Fruit farming,"$384,884.42",$791.04,0.21%
-160,471,Other ambulatory health care services,"$103,224,782.99","$195,263.36",0.19%
-161,467,Offices of other health practitioners,"$364,689,970.79","$674,193.53",0.18%
-162,139,Paperboard container manufacturing,"$2,219,895.78","$4,058.63",0.18%
-163,391,Retail - Gasoline stores,"$487,933,166.50","$889,025.04",0.18%
-164,501,Dry-cleaning and laundry services,"$83,675,246.11","$152,456.61",0.18%
-165,470,Home health care services,"$73,759,567.90","$134,364.28",0.18%
-166,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$2,582.73",0.18%
-167,486,Other amusement and recreation industries,"$263,123,626.14","$445,947.82",0.17%
-168,125,Wood preservation,"$25,246,163.52","$41,047.32",0.16%
-169,407,Book publishers,"$8,704,740.33","$14,011.27",0.16%
-170,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,052.45",0.16%
-171,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$20,169.59",0.15%
-172,485,Gambling industries (except casino hotels),"$417,593,840.35","$596,166.70",0.14%
-173,27,Sand and gravel mining,"$216,223,131.49","$304,009.13",0.14%
-174,21,Coal mining,"$2,911,704,202.57","$4,090,990.07",0.14%
-175,37,Electric power generation - Solar,"$4,333,055.09","$6,081.44",0.14%
-176,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$2,696,120.01",0.14%
-177,38,Electric power generation - Wind,"$185,428,436.16","$260,248.73",0.14%
-178,488,Bowling centers,"$21,593,225.39","$28,501.26",0.13%
-179,480,Racing and Track Operation,"$6,801,162.46","$8,874.95",0.13%
-180,442,Computer systems design services,"$304,936,867.78","$392,740.07",0.13%
-181,144,Printing,"$57,542,256.23","$70,879.05",0.12%
-182,368,Sign manufacturing,"$23,533,228.46","$28,159.24",0.12%
-183,124,Sawmills,"$141,329,754.94","$166,463.15",0.12%
-184,434,Video tape and disc rental,"$3,473,473.59","$4,053.38",0.12%
-185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$4,845.28",0.11%
-186,226,Handtool manufacturing,"$14,510,909.57","$14,527.80",0.10%
-187,220,Nonferrous metal foundries,"$16,365,994.89","$15,639.47",0.10%
-188,456,Travel arrangement and reservation services,"$498,338,395.79","$457,678.94",0.09%
-189,228,Fabricated structural metal manufacturing,"$108,558,620.40","$95,001.98",0.09%
-190,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,474.35",0.09%
-191,238,Spring and wire product manufacturing,"$10,164,502.90","$8,492.38",0.08%
-192,146,Petroleum refineries,"$6,572,475,454.77","$5,448,345.80",0.08%
-193,397,Rail transportation,"$1,846,923,315.97","$1,487,936.32",0.08%
-194,100,Manufactured ice,"$3,942,329.02","$3,155.31",0.08%
-195,235,Metal cans manufacturing,"$84,837,591.04","$67,026.17",0.08%
-196,490,Other accommodations,"$130,132,793.65","$102,167.59",0.08%
-197,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,354.59",0.07%
-198,446,Scientific research and development services,"$1,017,623,425.88","$701,243.29",0.07%
-199,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$60,852.08",0.07%
-200,32,Metal mining services,"$40,137,198.28","$26,002.33",0.06%
-201,175,Custom compounding of purchased resins,"$17,576,678.87","$10,915.66",0.06%
-202,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$7,047.19",0.06%
-203,441,Custom computer programming services,"$266,955,199.74","$163,925.91",0.06%
-204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$614,948.75",0.06%
-205,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$50,333.85",0.06%
-206,16,Commercial logging,"$38,196,492.13","$20,518.55",0.05%
-207,185,Other plastics product manufacturing,"$54,262,105.84","$27,939.17",0.05%
-208,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,096.23",0.05%
-209,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$40,558.04",0.05%
-210,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,390.83",0.05%
-211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$79,980.69",0.04%
-212,10,All other crop farming,"$163,550,998.97","$72,488.61",0.04%
-213,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$76,886.31",0.04%
-214,18,Commercial hunting and trapping,"$23,256,232.55","$9,834.14",0.04%
-215,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$13,530.49",0.04%
-216,251,Other fabricated metal manufacturing,"$30,533,977.78","$10,896.86",0.04%
-217,20,Oil and gas extraction,"$4,984,035,362.50","$1,358,873.14",0.03%
-218,329,Travel trailer and camper manufacturing,"$11,059,948.62","$2,951.18",0.03%
-219,401,Pipeline transportation,"$1,611,889,849.10","$407,272.35",0.03%
-220,174,Explosives manufacturing,"$52,050,877.00","$13,150.12",0.03%
-221,102,Wineries,"$2,616,541.19",$652.45,0.02%
-222,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,107.33",0.02%
-223,231,Sheet metal work manufacturing,"$2,174,657.13",$507.82,0.02%
-224,13,Poultry and egg production,"$69,842,214.62","$15,683.21",0.02%
-225,116,Other textile product mills,"$18,711,047.72","$3,872.84",0.02%
-226,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,351.47",0.02%
-227,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$24,554.91",0.02%
-228,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$873.33,0.02%
-229,101,Breweries,"$54,815,146.01","$10,652.14",0.02%
-230,19,Support activities for agriculture and forestry,"$44,762,204.87","$8,513.72",0.02%
-231,79,Fluid milk manufacturing,"$4,900,848.36",$844.36,0.02%
-232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$123.51,0.02%
-233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$6,307.66",0.02%
-234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$9,550.64",0.02%
-235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$492.74,0.01%
-236,2,Grain farming,"$130,099,289.43","$15,542.33",0.01%
-237,265,Industrial mold manufacturing,"$419,356.03",$47.85,0.01%
-238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,065.86",0.01%
-239,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$11,458.35",0.01%
-240,59,Other animal food manufacturing,"$23,797,093.38","$2,310.54",0.01%
-241,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$605.59,0.01%
-242,354,Custom architectural woodwork and millwork,"$78,271.86",$7.24,0.01%
-243,85,Meat processed from carcasses,"$59,683,965.53","$5,514.39",0.01%
-244,370,Musical instrument manufacturing,"$937,638.70",$86.08,0.01%
-245,151,Petrochemical manufacturing,"$673,077,918.86","$61,586.45",0.01%
-246,188,Other rubber product manufacturing,"$4,573,849.57",$409.96,0.01%
-247,62,Malt manufacturing,"$10,977,359.34",$976.96,0.01%
-248,373,Burial casket manufacturing,"$6,137,323.55",$541.88,0.01%
-249,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$43,323.39",0.01%
-250,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,678.32",0.01%
-251,66,Breakfast cereal manufacturing,"$8,312,290.22",$690.15,0.01%
-252,93,Other snack food manufacturing,"$10,656,196.90",$884.35,0.01%
-253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$540.66,0.01%
-254,311,Lighting fixture manufacturing,"$8,501,584.76",$687.00,0.01%
-255,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,087.60",0.01%
-256,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,578.39",0.01%
-257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$1,607.54",0.01%
-258,15,"Forestry, forest products, and timber tract production","$319,991.92",$20.09,0.01%
-259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$704.04,0.01%
-260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$83.67,0.01%
-261,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$192.35,0.01%
-262,353,Wood office furniture manufacturing,"$616,006.76",$28.39,0.00%
-263,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$939.53,0.00%
-264,260,All other industrial machinery manufacturing,"$303,218.25",$13.64,0.00%
-265,155,Other basic organic chemical manufacturing,"$99,443,897.11","$4,423.76",0.00%
-266,84,"Animal, except poultry, slaughtering","$216,958,801.29","$9,483.11",0.00%
-267,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.34,0.00%
-268,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$27,039.01",0.00%
-269,358,Blind and shade manufacturing,"$111,215.22",$4.46,0.00%
-270,9,Sugarcane and sugar beet farming,"$62,280,333.14","$2,484.78",0.00%
-271,94,Coffee and tea manufacturing,"$30,751,047.34","$1,192.73",0.00%
-272,67,Beet sugar manufacturing,"$209,970,196.03","$7,483.73",0.00%
-273,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,732.54",0.00%
-274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$71.42,0.00%
-275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$280.93,0.00%
-276,97,Spice and extract manufacturing,"$12,042,344.87",$353.47,0.00%
-277,24,Gold ore and silver ore mining,"$40,475,210.09","$1,185.00",0.00%
-278,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$91.48,0.00%
-279,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$26.96,0.00%
-280,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$137.45,0.00%
-281,173,Printing ink manufacturing,"$6,373,572.26",$163.90,0.00%
-282,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$4,787.97",0.00%
-283,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$3,918.72",0.00%
-284,302,Automatic environmental control manufacturing,"$4,809,195.11",$108.33,0.00%
-285,58,Dog and cat food manufacturing,"$23,319,111.08",$507.82,0.00%
-286,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$175.16,0.00%
-287,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$21,042.34",0.00%
-288,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$9,844.06",0.00%
-289,292,Other communications equipment manufacturing,"$381,770.64",$7.68,0.00%
-290,86,Rendering and meat byproduct processing,"$169,552.02",$3.23,0.00%
-291,118,Cut and sew apparel contractors,"$624,247.24",$11.78,0.00%
-292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$198.68,0.00%
-293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,211.67",0.00%
-294,122,Footwear manufacturing,"$1,145,231.54",$18.97,0.00%
-295,247,Small arms ammunition manufacturing,"$130,897.97",$2.11,0.00%
-296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$263.41,0.00%
-297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$23,900.21",0.00%
-298,121,Leather and hide tanning and finishing,"$1,328,163.62",$19.06,0.00%
-299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$204.58,0.00%
-300,123,Other leather and allied product manufacturing,"$17,594,328.12",$244.03,0.00%
-301,113,Curtain and linen mills,"$612,878.58",$8.28,0.00%
-302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$15,046.52",0.00%
-303,12,Dairy cattle and milk production,"$62,699,899.43",$713.43,0.00%
-304,114,Textile bag and canvas mills,"$11,730,951.51",$132.23,0.00%
-305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$31.97,0.00%
-306,103,Distilleries,"$59,042,281.71",$567.34,0.00%
-307,172,Toilet preparation manufacturing,"$51,736,916.86",$491.75,0.00%
-308,363,Dental laboratories,"$2,922,984.08",$26.52,0.00%
-309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$736.75,0.00%
-310,1,Oilseed farming,"$938,686.11",$6.16,0.00%
-311,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$7.35,0.00%
-312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$234.42,0.00%
-313,105,"Fiber, yarn, and thread mills","$13,455,310.58",$68.82,0.00%
-314,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$55.24,0.00%
-315,31,Support activities for oil and gas operations,"$1,698,256,439.85","$7,592.77",0.00%
-316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$17.42,0.00%
-317,109,Knit fabric mills,"$9,334,399.88",$33.05,0.00%
-318,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$83.59,0.00%
-319,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.19,0.00%
-320,33,Other nonmetallic minerals services,"$83,884,373.37",$201.30,0.00%
-321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$66.87,0.00%
-322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$8.05,0.00%
-323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.30,0.00%
-324,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$38.89,0.00%
-325,25,Other metal ore mining,"$65,796,499.90",$70.80,0.00%
-326,30,Drilling oil and gas wells,"$252,242,568.28",$62.25,0.00%
-327,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.27",33.10%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.51",31.99%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,962.78",10.41%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,292.09",7.98%
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,600.03",4.45%
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,715,818.76",2.71%
+11,224,Nonferrous forging,"$17,187,170.89","$302,048.97",1.76%
+12,460,Other support services,"$116,743,407.01","$2,031,012.33",1.74%
+13,223,Iron and steel forging,"$52,274,449.17","$876,987.27",1.68%
+14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$16,156,641.12",1.67%
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,835,126.93",1.62%
+16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$97,365.71",1.54%
+17,254,Construction machinery manufacturing,"$33,431,733.61","$442,779.87",1.32%
+18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,190.84",1.30%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$77,271.18",1.29%
+20,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,047.29",1.16%
+21,457,Investigation and security services,"$59,623,127.89","$688,087.04",1.15%
+22,454,Employment services,"$387,522,663.46","$4,457,141.23",1.15%
+23,199,Other concrete product manufacturing,"$20,536,708.26","$217,190.38",1.06%
+24,455,Business support services,"$81,622,923.15","$837,582.94",1.03%
+25,453,Facilities support services,"$18,809,929.65","$190,141.53",1.01%
+26,197,Concrete block and brick manufacturing,"$4,381,689.69","$43,568.98",0.99%
+27,451,Management of companies and enterprises,"$529,170,690.74","$4,644,869.62",0.88%
+28,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$4,954,986.75",0.87%
+29,399,Truck transportation,"$1,193,488,141.88","$9,322,876.92",0.78%
+30,440,Specialized design services,"$35,933,528.26","$276,207.81",0.77%
+31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$39,574.07",0.73%
+32,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,054,508.02",0.72%
+33,337,Aircraft manufacturing,"$86,772,712.07","$614,295.89",0.71%
+34,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$3,935,116.87",0.71%
+35,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$534,711.47",0.69%
+36,403,Couriers and messengers,"$213,253,723.63","$1,409,800.96",0.66%
+37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$578,966.82",0.65%
+38,508,Postal service,"$125,450,187.77","$768,119.17",0.61%
+39,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$557,106.12",0.60%
+40,26,Stone mining and quarrying,"$31,976,061.34","$187,681.03",0.59%
+41,447,"Advertising, public relations, and related services","$76,206,587.86","$442,898.94",0.58%
+42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$3,160,227.18",0.55%
+43,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,304,161.14",0.53%
+44,418,"Data processing, hosting, and related services","$291,048,307.59","$1,524,115.16",0.52%
+45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$2,927,714.22",0.52%
+46,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$762,306.86",0.49%
+47,432,Automotive equipment rental and leasing,"$102,405,091.42","$498,988.56",0.49%
+48,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,570,359.92",0.48%
+49,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$3,918,628.26",0.48%
+50,413,Radio and television broadcasting,"$128,460,835.20","$618,583.07",0.48%
+51,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$545,421.80",0.48%
+52,437,Legal services,"$411,686,987.07","$1,980,568.83",0.48%
+53,452,Office administrative services,"$121,416,424.85","$563,878.22",0.46%
+54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$498,081.70",0.45%
+55,406,Periodical publishers,"$16,212,170.93","$72,162.59",0.45%
+56,479,Commercial Sports Except Racing,"$3,476,338.42","$15,328.99",0.44%
+57,448,Photographic services,"$6,946,918.71","$30,580.69",0.44%
+58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,144,398.93",0.43%
+59,42,Electric power transmission and distribution,"$1,117,279,919.78","$4,844,780.57",0.43%
+60,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,255,893.17",0.42%
+61,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,318,366.94",0.42%
+62,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$925,795.40",0.42%
+63,404,Warehousing and storage,"$190,282,196.62","$779,096.37",0.41%
+64,43,Natural gas distribution,"$226,004,592.60","$925,140.89",0.41%
+65,458,Services to buildings,"$210,863,686.06","$860,300.32",0.41%
+66,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$5,556,941.79",0.41%
+67,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$515,890.63",0.40%
+68,21,Coal mining,"$2,911,704,202.57","$11,778,208.01",0.40%
+69,414,Cable and other subscription programming,"$23,580,404.28","$94,976.10",0.40%
+70,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,116,983.88",0.40%
+71,505,Business and professional associations,"$86,788,585.52","$343,689.36",0.40%
+72,509,Federal electric utilities,"$17,146,395.42","$67,567.71",0.39%
+73,408,"Directory, mailing list, and other publishers","$4,955,701.45","$19,173.03",0.39%
+74,487,Fitness and recreational sports centers,"$47,685,531.12","$182,608.49",0.38%
+75,492,Limited-service restaurants,"$1,041,352,547.93","$3,972,118.74",0.38%
+76,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$93,264.73",0.38%
+77,431,Owner-occupied housing,"$4,444,497,247.52","$16,740,355.83",0.38%
+78,410,Software publishers,"$184,892,079.62","$693,120.22",0.37%
+79,466,Offices of dentists,"$271,899,263.02","$1,006,092.37",0.37%
+80,396,Air transportation,"$185,983,832.23","$685,195.82",0.37%
+81,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$3,636,772.26",0.37%
+82,472,Hospitals,"$775,130,452.97","$2,849,918.44",0.37%
+83,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$31,150.82",0.37%
+84,443,"Other computer related services, including facilities management","$44,926,337.84","$164,656.10",0.37%
+85,499,Personal care services,"$105,986,766.41","$388,146.61",0.37%
+86,390,Retail - Health and personal care stores,"$189,122,051.74","$688,600.97",0.36%
+87,495,Car washes,"$60,896,626.31","$220,882.01",0.36%
+88,491,Full-service restaurants,"$957,773,115.52","$3,451,419.16",0.36%
+89,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$459,615.87",0.36%
+90,462,Elementary and secondary schools,"$34,238,275.96","$121,813.82",0.36%
+91,394,Retail - General merchandise stores,"$553,647,942.57","$1,965,634.58",0.36%
+92,425,Direct life insurance carriers,"$42,208,644.52","$149,248.40",0.35%
+93,514,Local government passenger transit,"$2,981,749.49","$10,542.58",0.35%
+94,515,Local government electric utilities,"$7,801,045.18","$27,572.91",0.35%
+95,387,Retail - Electronics and appliance stores,"$60,211,745.28","$212,456.33",0.35%
+96,461,Waste management and remediation services,"$225,632,059.53","$785,388.05",0.35%
+97,389,Retail - Food and beverage stores,"$517,469,128.57","$1,787,801.35",0.35%
+98,475,Individual and family services,"$223,584,092.68","$767,866.45",0.34%
+99,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$779,379.65",0.34%
+100,400,Transit and ground passenger transportation,"$87,175,571.40","$297,558.32",0.34%
+101,478,Performing arts companies,"$63,413,148.22","$212,451.12",0.34%
+102,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$829,571.72",0.33%
+103,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,477.22",0.33%
+104,484,Amusement parks and arcades,"$8,147,368.71","$27,179.08",0.33%
+105,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$695,590.04",0.33%
+106,459,Landscape and horticultural services,"$275,016,411.40","$908,331.24",0.33%
+107,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$15,906.33",0.33%
+108,405,Newspaper publishers,"$75,385,661.65","$246,370.42",0.33%
+109,221,Custom roll forming,"$23,817,580.17","$76,547.06",0.32%
+110,426,"Insurance carriers, except direct life","$545,149,698.92","$1,744,178.45",0.32%
+111,465,Offices of physicians,"$740,188,232.97","$2,345,868.45",0.32%
+112,510,Other federal government enterprises,"$1,867,051.07","$5,905.85",0.32%
+113,502,Other personal services,"$178,806,274.18","$559,338.34",0.31%
+114,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$355,352.09",0.31%
+115,503,Religious organizations,"$135,764,739.85","$420,778.78",0.31%
+116,44,"Water, sewage and other systems","$21,303,485.72","$65,427.49",0.31%
+117,439,"Architectural, engineering, and related services","$663,216,940.93","$2,016,287.00",0.30%
+118,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$758,849.44",0.30%
+119,506,Labor and civic organizations,"$105,944,986.89","$320,357.48",0.30%
+120,481,"Independent artists, writers, and performers","$137,990,888.93","$415,030.15",0.30%
+121,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$2,010,135.49",0.30%
+122,507,Private households,"$17,924,890.71","$53,616.90",0.30%
+123,473,Nursing and community care facilities,"$273,693,670.49","$798,437.36",0.29%
+124,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$2,093,561.70",0.29%
+125,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$209,672.08",0.29%
+126,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$659,675.25",0.28%
+127,444,Management consulting services,"$251,198,056.46","$698,783.24",0.28%
+128,424,Other financial investment activities,"$1,738,609,271.81","$4,815,760.67",0.28%
+129,476,Child day care services,"$173,556,969.71","$479,696.01",0.28%
+130,449,Veterinary services,"$101,826,770.30","$280,937.57",0.28%
+131,516,Other local government enterprises,"$776,177,579.59","$2,122,227.89",0.27%
+132,464,Other educational services,"$276,105,016.01","$751,903.52",0.27%
+133,493,All other food and drinking places,"$603,532,483.05","$1,643,419.22",0.27%
+134,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$929,916.96",0.27%
+135,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$379,257.76",0.27%
+136,468,Outpatient care centers,"$330,858,673.33","$885,561.36",0.27%
+137,513,Other state government enterprises,"$14,156,836.55","$37,334.90",0.26%
+138,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$489,644.52",0.26%
+139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$2,788,541.01",0.26%
+140,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,753.92",0.26%
+141,242,Metal coating and nonprecious engraving,"$8,101,071.47","$20,746.09",0.26%
+142,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$304,742.97",0.25%
+143,415,Wired telecommunications carriers,"$765,674,352.28","$1,892,939.55",0.25%
+144,429,Other real estate,"$4,970,388,101.43","$12,261,653.88",0.25%
+145,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$348,085.69",0.24%
+146,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$109,407.77",0.24%
+147,3,Vegetable and melon farming,"$6,609,930.97","$15,785.77",0.24%
+148,201,Gypsum product manufacturing,"$62,726,288.59","$148,914.48",0.24%
+149,104,Tobacco manufacturing,"$6,603,883.06","$15,533.72",0.24%
+150,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$11,386.44",0.23%
+151,398,Water transportation,"$11,961,984.14","$27,034.16",0.23%
+152,469,Medical and diagnostic laboratories,"$105,938,912.27","$237,507.52",0.22%
+153,239,Machine shops,"$129,567,269.37","$290,042.41",0.22%
+154,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,047.89",0.22%
+155,411,Motion picture and video industries,"$109,931,494.98","$241,845.14",0.22%
+156,195,Cement manufacturing,"$132,407,672.79","$287,534.32",0.22%
+157,430,Tenant-occupied housing,"$1,046,341,198.42","$2,269,523.20",0.22%
+158,500,Death care services,"$46,286,967.10","$99,308.66",0.21%
+159,229,Plate work manufacturing,"$7,212,949.34","$15,342.23",0.21%
+160,4,Fruit farming,"$384,884.42",$799.88,0.21%
+161,471,Other ambulatory health care services,"$103,224,782.99","$197,433.03",0.19%
+162,467,Offices of other health practitioners,"$364,689,970.79","$681,775.71",0.19%
+163,391,Retail - Gasoline stores,"$487,933,166.50","$899,865.25",0.18%
+164,470,Home health care services,"$73,759,567.90","$135,867.69",0.18%
+165,501,Dry-cleaning and laundry services,"$83,675,246.11","$154,087.47",0.18%
+166,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$24,969.69",0.18%
+167,139,Paperboard container manufacturing,"$2,219,895.78","$4,066.49",0.18%
+168,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$2,604.78",0.18%
+169,486,Other amusement and recreation industries,"$263,123,626.14","$451,044.90",0.17%
+170,125,Wood preservation,"$25,246,163.52","$41,175.99",0.16%
+171,407,Book publishers,"$8,704,740.33","$14,173.47",0.16%
+172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,053.37",0.16%
+173,485,Gambling industries (except casino hotels),"$417,593,840.35","$602,791.68",0.14%
+174,37,Electric power generation - Solar,"$4,333,055.09","$6,229.62",0.14%
+175,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$2,761,811.34",0.14%
+176,38,Electric power generation - Wind,"$185,428,436.16","$266,589.73",0.14%
+177,27,Sand and gravel mining,"$216,223,131.49","$305,985.60",0.14%
+178,488,Bowling centers,"$21,593,225.39","$28,823.91",0.13%
+179,480,Racing and Track Operation,"$6,801,162.46","$8,974.85",0.13%
+180,442,Computer systems design services,"$304,936,867.78","$395,896.72",0.13%
+181,144,Printing,"$57,542,256.23","$71,435.07",0.12%
+182,368,Sign manufacturing,"$23,533,228.46","$28,371.34",0.12%
+183,124,Sawmills,"$141,329,754.94","$166,984.61",0.12%
+184,434,Video tape and disc rental,"$3,473,473.59","$4,098.86",0.12%
+185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$4,879.82",0.11%
+186,226,Handtool manufacturing,"$14,510,909.57","$14,538.25",0.10%
+187,220,Nonferrous metal foundries,"$16,365,994.89","$15,640.81",0.10%
+188,456,Travel arrangement and reservation services,"$498,338,395.79","$468,688.64",0.09%
+189,397,Rail transportation,"$1,846,923,315.97","$1,626,051.54",0.09%
+190,228,Fabricated structural metal manufacturing,"$108,558,620.40","$95,098.62",0.09%
+191,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,487.74",0.09%
+192,146,Petroleum refineries,"$6,572,475,454.77","$5,628,362.29",0.09%
+193,238,Spring and wire product manufacturing,"$10,164,502.90","$8,499.68",0.08%
+194,100,Manufactured ice,"$3,942,329.02","$3,190.37",0.08%
+195,490,Other accommodations,"$130,132,793.65","$103,329.20",0.08%
+196,235,Metal cans manufacturing,"$84,837,591.04","$67,036.72",0.08%
+197,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,370.05",0.07%
+198,446,Scientific research and development services,"$1,017,623,425.88","$707,257.11",0.07%
+199,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$60,922.62",0.07%
+200,32,Metal mining services,"$40,137,198.28","$26,043.97",0.06%
+201,174,Explosives manufacturing,"$52,050,877.00","$33,058.80",0.06%
+202,16,Commercial logging,"$38,196,492.13","$24,053.79",0.06%
+203,175,Custom compounding of purchased resins,"$17,576,678.87","$10,963.85",0.06%
+204,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$7,129.35",0.06%
+205,441,Custom computer programming services,"$266,955,199.74","$165,399.11",0.06%
+206,445,Environmental and other technical consulting services,"$1,027,018,118.68","$626,449.04",0.06%
+207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$50,402.45",0.06%
+208,185,Other plastics product manufacturing,"$54,262,105.84","$28,021.36",0.05%
+209,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,096.80",0.05%
+210,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$41,010.76",0.05%
+211,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,410.60",0.05%
+212,99,Bottled and canned soft drinks and water,"$177,852,624.62","$80,869.72",0.05%
+213,10,All other crop farming,"$163,550,998.97","$73,555.92",0.04%
+214,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$77,056.71",0.04%
+215,18,Commercial hunting and trapping,"$23,256,232.55","$9,943.87",0.04%
+216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$13,555.58",0.04%
+217,251,Other fabricated metal manufacturing,"$30,533,977.78","$10,921.64",0.04%
+218,20,Oil and gas extraction,"$4,984,035,362.50","$1,401,981.68",0.03%
+219,329,Travel trailer and camper manufacturing,"$11,059,948.62","$2,985.13",0.03%
+220,401,Pipeline transportation,"$1,611,889,849.10","$421,834.09",0.03%
+221,102,Wineries,"$2,616,541.19",$659.77,0.03%
+222,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$29,723.15",0.02%
+223,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,123.48",0.02%
+224,231,Sheet metal work manufacturing,"$2,174,657.13",$509.34,0.02%
+225,13,Poultry and egg production,"$69,842,214.62","$15,858.82",0.02%
+226,116,Other textile product mills,"$18,711,047.72","$3,894.52",0.02%
+227,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,351.60",0.02%
+228,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$883.06,0.02%
+229,101,Breweries,"$54,815,146.01","$10,770.37",0.02%
+230,19,Support activities for agriculture and forestry,"$44,762,204.87","$8,713.18",0.02%
+231,79,Fluid milk manufacturing,"$4,900,848.36",$853.74,0.02%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$124.88,0.02%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$6,390.58",0.02%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$9,656.86",0.02%
+235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$496.47,0.01%
+236,2,Grain farming,"$130,099,289.43","$15,724.10",0.01%
+237,265,Industrial mold manufacturing,"$419,356.03",$47.92,0.01%
+238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,077.52",0.01%
+239,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$51,302.02",0.01%
+240,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$11,727.22",0.01%
+241,59,Other animal food manufacturing,"$23,797,093.38","$2,337.76",0.01%
+242,151,Petrochemical manufacturing,"$673,077,918.86","$63,984.05",0.01%
+243,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$605.68,0.01%
+244,85,Meat processed from carcasses,"$59,683,965.53","$5,575.71",0.01%
+245,370,Musical instrument manufacturing,"$937,638.70",$87.08,0.01%
+246,354,Custom architectural woodwork and millwork,"$78,271.86",$7.25,0.01%
+247,188,Other rubber product manufacturing,"$4,573,849.57",$422.89,0.01%
+248,62,Malt manufacturing,"$10,977,359.34",$987.80,0.01%
+249,373,Burial casket manufacturing,"$6,137,323.55",$547.93,0.01%
+250,66,Breakfast cereal manufacturing,"$8,312,290.22",$697.84,0.01%
+251,93,Other snack food manufacturing,"$10,656,196.90",$894.16,0.01%
+252,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,678.41",0.01%
+253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$545.50,0.01%
+254,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,113.03",0.01%
+255,311,Lighting fixture manufacturing,"$8,501,584.76",$688.13,0.01%
+256,15,"Forestry, forest products, and timber tract production","$319,991.92",$22.63,0.01%
+257,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,579.52",0.01%
+258,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$1,623.84",0.01%
+259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$711.86,0.01%
+260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$84.52,0.01%
+261,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$194.52,0.01%
+262,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$30,932.01",0.00%
+263,353,Wood office furniture manufacturing,"$616,006.76",$28.43,0.00%
+264,155,Other basic organic chemical manufacturing,"$99,443,897.11","$4,574.85",0.00%
+265,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$946.54,0.00%
+266,260,All other industrial machinery manufacturing,"$303,218.25",$13.65,0.00%
+267,84,"Animal, except poultry, slaughtering","$216,958,801.29","$9,588.25",0.00%
+268,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.37,0.00%
+269,358,Blind and shade manufacturing,"$111,215.22",$4.51,0.00%
+270,9,Sugarcane and sugar beet farming,"$62,280,333.14","$2,514.08",0.00%
+271,94,Coffee and tea manufacturing,"$30,751,047.34","$1,206.04",0.00%
+272,67,Beet sugar manufacturing,"$209,970,196.03","$7,566.98",0.00%
+273,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,744.61",0.00%
+274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$72.22,0.00%
+275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$284.05,0.00%
+276,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$5,216.13",0.00%
+277,24,Gold ore and silver ore mining,"$40,475,210.09","$1,229.66",0.00%
+278,97,Spice and extract manufacturing,"$12,042,344.87",$357.39,0.00%
+279,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$92.50,0.00%
+280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$27.25,0.00%
+281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$137.54,0.00%
+282,173,Printing ink manufacturing,"$6,373,572.26",$164.49,0.00%
+283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$4,797.94",0.00%
+284,302,Automatic environmental control manufacturing,"$4,809,195.11",$108.57,0.00%
+285,58,Dog and cat food manufacturing,"$23,319,111.08",$513.51,0.00%
+286,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$21,913.72",0.00%
+287,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$175.56,0.00%
+288,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$9,952.36",0.00%
+289,292,Other communications equipment manufacturing,"$381,770.64",$7.71,0.00%
+290,86,Rendering and meat byproduct processing,"$169,552.02",$3.27,0.00%
+291,118,Cut and sew apparel contractors,"$624,247.24",$11.91,0.00%
+292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$200.92,0.00%
+293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,212.24",0.00%
+294,122,Footwear manufacturing,"$1,145,231.54",$19.08,0.00%
+295,247,Small arms ammunition manufacturing,"$130,897.97",$2.13,0.00%
+296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$263.50,0.00%
+297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$24,189.97",0.00%
+298,121,Leather and hide tanning and finishing,"$1,328,163.62",$19.23,0.00%
+299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$206.56,0.00%
+300,123,Other leather and allied product manufacturing,"$17,594,328.12",$245.19,0.00%
+301,113,Curtain and linen mills,"$612,878.58",$8.36,0.00%
+302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$15,191.35",0.00%
+303,12,Dairy cattle and milk production,"$62,699,899.43",$722.48,0.00%
+304,114,Textile bag and canvas mills,"$11,730,951.51",$133.75,0.00%
+305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$32.00,0.00%
+306,103,Distilleries,"$59,042,281.71",$573.63,0.00%
+307,172,Toilet preparation manufacturing,"$51,736,916.86",$497.18,0.00%
+308,363,Dental laboratories,"$2,922,984.08",$26.81,0.00%
+309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$737.52,0.00%
+310,1,Oilseed farming,"$938,686.11",$6.24,0.00%
+311,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$7.38,0.00%
+312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$237.03,0.00%
+313,31,Support activities for oil and gas operations,"$1,698,256,439.85","$10,145.98",0.00%
+314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$69.47,0.00%
+315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$55.29,0.00%
+316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$17.61,0.00%
+317,109,Knit fabric mills,"$9,334,399.88",$33.45,0.00%
+318,33,Other nonmetallic minerals services,"$83,884,373.37",$284.46,0.00%
+319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$84.08,0.00%
+320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.23,0.00%
+321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$67.03,0.00%
+322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$8.13,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.32,0.00%
+324,25,Other metal ore mining,"$65,796,499.90",$75.69,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$39.16,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$70.38,0.00%
+327,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
 328,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
-329,512,State government electric utilities,$0.00,$0.00,0.00%
-330,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
-331,136,Pulp mills,$0.00,$0.00,0.00%
-332,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
-333,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
-334,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-335,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
-336,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+329,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+330,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+331,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+332,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+333,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+334,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+335,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+336,7,Tobacco farming,$0.00,$0.00,0.00%
 337,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
-338,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
-339,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
-340,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+338,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+339,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+340,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
 341,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
-342,237,Hardware manufacturing,$0.00,$0.00,0.00%
+342,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
 343,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
 344,200,Lime manufacturing,$0.00,$0.00,0.00%
-345,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+345,137,Paper mills,$0.00,$0.00,0.00%
 346,91,Tortilla manufacturing,$0.00,$0.00,0.00%
-347,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
-348,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
-349,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
-350,7,Tobacco farming,$0.00,$0.00,0.00%
-351,117,Apparel knitting mills,$0.00,$0.00,0.00%
-352,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
-353,138,Paperboard mills,$0.00,$0.00,0.00%
-354,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
-355,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
-356,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
-357,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
-358,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
-359,8,Cotton farming,$0.00,$0.00,0.00%
-360,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
-361,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
-362,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
-363,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
-364,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
-365,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
-366,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
-367,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
-368,141,Stationery product manufacturing,$0.00,$0.00,0.00%
-369,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
-370,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
-371,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
-372,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
-373,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
-374,145,Support activities for printing,$0.00,$0.00,0.00%
-375,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
-376,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
-377,60,Flour milling,$0.00,$0.00,0.00%
-378,61,Rice milling,$0.00,$0.00,0.00%
-379,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
-380,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
-381,23,Iron ore mining,$0.00,$0.00,0.00%
-382,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+347,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+348,237,Hardware manufacturing,$0.00,$0.00,0.00%
+349,193,Glass container manufacturing,$0.00,$0.00,0.00%
+350,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+351,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+352,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+353,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+354,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+355,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+356,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+357,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+358,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+359,5,Tree nut farming,$0.00,$0.00,0.00%
+360,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+361,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+362,511,State government passenger transit,$0.00,$0.00,0.00%
+363,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+364,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+365,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+366,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+367,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+368,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+369,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+370,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+371,8,Cotton farming,$0.00,$0.00,0.00%
+372,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+373,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+374,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+375,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+376,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+377,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+378,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+379,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+380,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+381,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+382,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
 383,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
-384,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
-385,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
-386,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
-387,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
-388,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
-389,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
-390,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
-391,83,Poultry processing,$0.00,$0.00,0.00%
-392,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
-393,193,Glass container manufacturing,$0.00,$0.00,0.00%
-394,412,Sound recording industries,$0.00,$0.00,0.00%
-395,137,Paper mills,$0.00,$0.00,0.00%
-396,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
-397,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
-398,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
-399,357,Mattress manufacturing,$0.00,$0.00,0.00%
-400,111,Fabric coating mills,$0.00,$0.00,0.00%
-401,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
-402,219,Ferrous metal foundries,$0.00,$0.00,0.00%
-403,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
-404,63,Wet corn milling,$0.00,$0.00,0.00%
-405,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
-406,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
-407,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
-408,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
-409,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
-410,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
-411,5,Tree nut farming,$0.00,$0.00,0.00%
-412,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
-413,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
-414,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
-415,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
-416,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
-417,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+384,23,Iron ore mining,$0.00,$0.00,0.00%
+385,17,Commercial fishing,$0.00,$0.00,0.00%
+386,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+387,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+388,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+389,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+390,60,Flour milling,$0.00,$0.00,0.00%
+391,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+392,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+393,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+394,83,Poultry processing,$0.00,$0.00,0.00%
+395,111,Fabric coating mills,$0.00,$0.00,0.00%
+396,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+397,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+398,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+399,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+400,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+401,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+402,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+403,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+404,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+405,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+406,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+407,241,Metal heat treating,$0.00,$0.00,0.00%
+408,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+409,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+410,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+411,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+412,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+413,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+414,61,Rice milling,$0.00,$0.00,0.00%
+415,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+416,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+417,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
 418,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
-419,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
-420,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
-421,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
-422,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
-423,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
-424,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
-425,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
-426,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
-427,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
-428,328,Motor home manufacturing,$0.00,$0.00,0.00%
-429,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
-430,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
-431,321,Wiring device manufacturing,$0.00,$0.00,0.00%
-432,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
-433,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
-434,318,Battery manufacturing,$0.00,$0.00,0.00%
-435,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
-436,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
-437,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
-438,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
-439,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
-440,168,Adhesive manufacturing,$0.00,$0.00,0.00%
-441,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
-442,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
-443,17,Commercial fishing,$0.00,$0.00,0.00%
-444,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
-445,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
-446,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
-447,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
-448,241,Metal heat treating,$0.00,$0.00,0.00%
-449,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
-450,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
-451,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
-452,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
-453,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
-454,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
-455,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
-456,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
-457,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
-458,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
-459,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
-460,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-461,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
-462,511,State government passenger transit,$0.00,$0.00,0.00%
-463,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
-464,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
-465,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
-466,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
-467,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-468,98,All other food manufacturing,$0.00,$0.00,0.00%
-469,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
-470,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
-471,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
-472,268,Machine tool manufacturing,$0.00,$0.00,0.00%
-473,191,Flat glass manufacturing,$0.00,$0.00,0.00%
-474,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
-475,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
-476,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
-477,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
-478,409,Greeting card publishing,$0.00,$0.00,0.00%
-479,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
-480,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
-481,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
-482,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
-483,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
-484,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
-485,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
-486,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
-487,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
-488,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
-489,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
-490,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
-491,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
-492,186,Tire manufacturing,$0.00,$0.00,0.00%
-493,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
-494,112,Carpet and rug mills,$0.00,$0.00,0.00%
-495,77,Cheese manufacturing,$0.00,$0.00,0.00%
-496,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
-497,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
-498,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
-499,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-500,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
-501,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
-502,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
-503,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
-504,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
-505,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
-506,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
-507,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
-508,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
-509,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
-510,75,Canned specialties,$0.00,$0.00,0.00%
-511,41,Electric power generation - All other,$0.00,$0.00,0.00%
-512,210,Steel wire drawing,$0.00,$0.00,0.00%
-513,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
-514,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
-515,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
-516,344,Boat building,$0.00,$0.00,0.00%
-517,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+419,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+420,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+421,357,Mattress manufacturing,$0.00,$0.00,0.00%
+422,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+423,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+424,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+425,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+426,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+427,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+428,98,All other food manufacturing,$0.00,$0.00,0.00%
+429,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+430,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+431,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+432,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+433,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+434,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+435,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+436,412,Sound recording industries,$0.00,$0.00,0.00%
+437,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+438,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+439,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+440,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+441,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+442,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+443,77,Cheese manufacturing,$0.00,$0.00,0.00%
+444,409,Greeting card publishing,$0.00,$0.00,0.00%
+445,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+446,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+447,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+448,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+449,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+450,63,Wet corn milling,$0.00,$0.00,0.00%
+451,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+452,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+453,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+454,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+455,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+456,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+457,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+458,328,Motor home manufacturing,$0.00,$0.00,0.00%
+459,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+460,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+461,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+462,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+463,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+464,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+465,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+466,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+467,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+468,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+469,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+470,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+471,145,Support activities for printing,$0.00,$0.00,0.00%
+472,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+473,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+474,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+475,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+476,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+477,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+478,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+479,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+480,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+481,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+482,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+483,138,Paperboard mills,$0.00,$0.00,0.00%
+484,112,Carpet and rug mills,$0.00,$0.00,0.00%
+485,117,Apparel knitting mills,$0.00,$0.00,0.00%
+486,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+487,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+488,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+489,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+490,186,Tire manufacturing,$0.00,$0.00,0.00%
+491,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+492,41,Electric power generation - All other,$0.00,$0.00,0.00%
+493,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+494,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+495,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+496,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+497,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+498,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+499,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+500,318,Battery manufacturing,$0.00,$0.00,0.00%
+501,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+502,161,Fertilizer mixing,$0.00,$0.00,0.00%
+503,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+504,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+505,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+506,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+507,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+508,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+509,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+510,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+511,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+512,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+513,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+514,343,Ship building and repairing,$0.00,$0.00,0.00%
+515,75,Canned specialties,$0.00,$0.00,0.00%
+516,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+517,210,Steel wire drawing,$0.00,$0.00,0.00%
 518,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
-519,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
-520,343,Ship building and repairing,$0.00,$0.00,0.00%
-521,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
-522,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
-523,161,Fertilizer mixing,$0.00,$0.00,0.00%
-524,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
-525,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
-526,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
-527,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
-528,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+519,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+520,344,Boat building,$0.00,$0.00,0.00%
+521,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+522,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+523,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+524,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+525,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+526,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+527,512,State government electric utilities,$0.00,$0.00,0.00%
+528,136,Pulp mills,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2028/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2028/occupation_impacts_table.csv
index 2b743be..bd3a70a 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2028/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2028/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,89.69,85.97,"$11,075,315.35","$2,063,025.77","$13,138,341.12","200,429.20"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",17.74,17.09,"$2,829,591.13","$544,873.16","$3,374,464.30","38,311.26"
-11-3000,Operations Specialties Managers,47.58,46.22,"$7,001,537.27","$1,362,855.11","$8,364,392.39","102,492.02"
-11-9000,Other Management Occupations,151.59,146.10,"$10,596,911.87","$1,905,962.24","$12,502,874.12","328,806.52"
-13-1000,Business Operations Specialists,216.40,209.08,"$14,414,956.54","$2,658,404.92","$17,073,361.46","438,987.37"
-13-2000,Financial Specialists,44.36,42.88,"$3,525,755.45","$639,438.13","$4,165,193.58","88,935.57"
-15-1200,Computer Occupations,33.58,32.48,"$3,861,998.74","$723,669.53","$4,585,668.27","67,093.86"
-15-2000,Mathematical Science Occupations,2.23,2.15,"$268,245.54","$48,459.18","$316,704.73","4,421.06"
-17-1000,"Architects, Surveyors, and Cartographers",4.68,4.52,"$247,632.68","$42,213.33","$289,846.01","9,521.85"
-17-2000,Engineers,95.17,92.85,"$8,552,887.51","$1,727,871.12","$10,280,758.63","198,061.59"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.08,25.50,"$1,970,070.26","$399,959.33","$2,370,029.59","51,603.26"
-19-1000,Life Scientists,0.64,0.60,"$60,677.34","$10,390.01","$71,067.36","1,253.38"
-19-2000,Physical Scientists,0.92,0.89,"$109,536.41","$21,658.49","$131,194.90","1,839.61"
-19-3000,Social Scientists and Related Workers,0.42,0.39,"$39,515.14","$7,194.69","$46,709.83",769.26
-19-4000,"Life, Physical, and Social Science Technicians",1.32,1.28,"$96,929.64","$19,009.20","$115,938.84","2,445.51"
-19-5000,Occupational Health and Safety Specialists and Technicians,10.77,10.43,"$587,971.12","$109,382.36","$697,353.47","21,820.70"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",5.83,5.22,"$284,584.03","$53,744.56","$338,328.59","10,130.22"
-21-2000,Religious Workers,1.89,1.64,"$80,143.72","$11,647.54","$91,791.25","3,734.03"
-23-1000,"Lawyers, Judges, and Related Workers",3.94,3.79,"$625,798.63","$108,460.69","$734,259.32","8,445.30"
-23-2000,Legal Support Workers,2.22,2.12,"$122,155.35","$20,924.48","$143,079.83","4,000.63"
-25-1000,Postsecondary Teachers,0.96,0.87,"$62,242.08","$13,855.27","$76,097.35","1,431.96"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",3.38,2.97,"$129,105.01","$24,481.11","$153,586.12","5,739.97"
-25-3000,Other Teachers and Instructors,2.67,2.39,"$98,682.95","$19,568.64","$118,251.59","3,405.90"
-25-4000,"Librarians, Curators, and Archivists",0.15,0.13,"$7,161.53","$1,221.93","$8,383.46",238.48
-25-9000,Other Educational Instruction and Library Occupations,1.88,1.66,"$67,633.94","$12,765.31","$80,399.25","2,638.20"
-27-1000,Art and Design Workers,4.87,4.64,"$337,602.25","$61,205.52","$398,807.77","8,839.68"
-27-2000,"Entertainers and Performers, Sports and Related Workers",2.06,1.83,"$114,883.77","$19,794.70","$134,678.47","2,885.53"
-27-3000,Media and Communication Workers,3.90,3.70,"$276,522.09","$51,008.98","$327,531.07","7,248.66"
-27-4000,Media and Communication Equipment Workers,1.28,1.20,"$72,155.05","$12,265.59","$84,420.63","2,192.62"
-29-1000,Healthcare Diagnosing or Treating Practitioners,17.34,15.96,"$2,133,756.03","$416,436.80","$2,550,192.82","31,227.72"
-29-2000,Health Technologists and Technicians,8.93,8.18,"$499,800.76","$98,027.05","$597,827.81","15,707.43"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.32,0.29,"$21,840.11","$4,134.34","$25,974.45",590.65
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",16.51,14.73,"$485,123.39","$94,441.53","$579,564.92","25,868.63"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.63,0.57,"$27,389.99","$5,446.13","$32,836.13",936.42
-31-9000,Other Healthcare Support Occupations,6.64,6.07,"$259,631.70","$49,261.89","$308,893.59","10,735.10"
-33-1000,Supervisors of Protective Service Workers,0.55,0.50,"$42,035.17","$7,717.72","$49,752.89","1,168.69"
-33-2000,Firefighting and Prevention Workers,0.62,0.57,"$22,262.42","$3,856.06","$26,118.47","1,559.26"
-33-3000,Law Enforcement Workers,0.09,0.08,"$5,354.07","$1,285.80","$6,639.87",193.23
-33-9000,Other Protective Service Workers,10.68,9.82,"$523,272.61","$92,628.36","$615,900.97","17,467.04"
-35-1000,Supervisors of Food Preparation and Serving Workers,8.36,6.66,"$380,024.39","$53,862.95","$433,887.33","13,931.49"
-35-2000,Cooks and Food Preparation Workers,22.16,18.01,"$586,344.83","$85,560.25","$671,905.08","30,146.84"
-35-3000,Food and Beverage Serving Workers,44.19,35.25,"$1,029,173.49","$144,042.19","$1,173,215.69","48,062.04"
-35-9000,Other Food Preparation and Serving Related Workers,9.13,7.29,"$190,262.99","$26,734.36","$216,997.35","8,992.34"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.33,1.22,"$60,941.54","$10,842.74","$71,784.28","2,679.93"
-37-2000,Building Cleaning and Pest Control Workers,20.33,18.92,"$620,989.39","$116,889.36","$737,878.75","32,500.64"
-37-3000,Grounds Maintenance Workers,6.58,6.09,"$234,012.78","$41,283.29","$275,296.06","11,177.67"
-39-1000,Supervisors of Personal Care and Service Workers,0.79,0.69,"$41,883.29","$8,859.79","$50,743.08","1,382.54"
-39-2000,Animal Care and Service Workers,1.14,1.00,"$27,761.69","$4,155.04","$31,916.73","1,520.79"
-39-3000,Entertainment Attendants and Related Workers,2.43,2.09,"$63,385.13","$14,004.80","$77,389.94","2,750.38"
-39-4000,Funeral Service Workers,0.19,0.16,"$6,234.70",$896.59,"$7,131.29",293.22
-39-5000,Personal Appearance Workers,1.26,1.09,"$39,768.33","$5,959.63","$45,727.96","1,708.21"
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.22,0.20,"$7,743.89","$1,447.23","$9,191.11",340.33
-39-7000,Tour and Travel Guides,0.92,0.85,"$50,391.43","$9,078.59","$59,470.02",995.74
-39-9000,Other Personal Care and Service Workers,4.88,4.23,"$110,096.77","$19,845.50","$129,942.27","5,664.03"
-41-1000,Supervisors of Sales Workers,10.69,9.68,"$795,380.18","$160,395.43","$955,775.61","21,232.84"
-41-2000,Retail Sales Workers,53.80,47.34,"$1,752,198.79","$363,417.39","$2,115,616.18","75,386.39"
-41-3000,"Sales Representatives, Services",18.73,17.90,"$1,271,456.54","$223,754.16","$1,495,210.71","37,439.37"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",38.73,37.72,"$3,769,738.97","$709,376.41","$4,479,115.38","81,767.31"
-41-9000,Other Sales and Related Workers,4.84,4.62,"$376,203.63","$71,642.69","$447,846.31","9,037.32"
-43-1000,Supervisors of Office and Administrative Support Workers,19.68,18.87,"$1,386,544.24","$268,747.42","$1,655,291.66","38,880.78"
-43-2000,Communications Equipment Operators,0.15,0.14,"$7,011.56","$1,299.33","$8,310.89",252.95
-43-3000,Financial Clerks,45.17,43.40,"$2,042,174.90","$381,081.11","$2,423,256.02","80,421.16"
-43-4000,Information and Record Clerks,38.68,36.71,"$1,984,370.86","$377,705.32","$2,362,076.19","65,096.39"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",48.38,46.21,"$2,974,900.34","$702,989.11","$3,677,889.45","93,202.47"
-43-6000,Secretaries and Administrative Assistants,44.61,42.73,"$1,826,232.94","$336,649.75","$2,162,882.70","79,203.57"
-43-9000,Other Office and Administrative Support Workers,58.02,55.67,"$2,024,461.42","$374,462.54","$2,398,923.95","94,567.41"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.05,"$4,327.79",$860.50,"$5,188.29",118.78
-45-2000,Agricultural Workers,0.75,0.69,"$38,538.20","$7,498.00","$46,036.20","1,328.08"
-45-3000,Fishing and Hunting Workers,0.00,0.00,$28.10,$7.48,$35.58,1.51
-45-4000,"Forest, Conservation, and Logging Workers",0.07,0.06,"$3,575.84",$873.02,"$4,448.86",140.18
-47-1000,Supervisors of Construction and Extraction Workers,163.04,157.71,"$6,852,399.80","$1,199,026.19","$8,051,425.99","351,330.47"
-47-2000,Construction Trades Workers,516.96,500.24,"$17,111,195.51","$3,035,229.30","$20,146,424.82","977,539.63"
-47-3000,"Helpers, Construction Trades",11.52,11.13,"$244,298.07","$42,563.14","$286,861.21","18,824.55"
-47-4000,Other Construction and Related Workers,7.39,7.16,"$395,338.64","$75,569.93","$470,908.56","14,613.45"
-47-5000,Extraction Workers,18.18,17.88,"$275,689.87","$60,598.68","$336,288.55","43,197.25"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",13.51,12.90,"$1,087,700.79","$214,122.81","$1,301,823.60","29,897.14"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.02,4.77,"$349,269.89","$69,550.16","$418,820.04","10,551.91"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",34.60,31.84,"$1,939,085.58","$361,053.08","$2,300,138.65","69,543.50"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",78.28,75.72,"$4,877,691.72","$960,385.12","$5,838,076.84","160,944.46"
-51-1000,Supervisors of Production Workers,38.61,37.88,"$3,869,845.18","$789,874.95","$4,659,720.13","85,419.47"
-51-2000,Assemblers and Fabricators,161.25,158.42,"$10,147,026.47","$2,101,709.33","$12,248,735.81","314,444.36"
-51-3000,Food Processing Workers,1.76,1.52,"$67,846.36","$15,009.85","$82,856.22","2,946.34"
-51-4000,Metal Workers and Plastic Workers,194.31,190.70,"$13,411,617.42","$2,710,560.75","$16,122,178.17","398,150.63"
-51-5100,Printing Workers,0.70,0.68,"$42,126.85","$7,974.06","$50,100.91","1,308.52"
-51-6000,"Textile, Apparel, and Furnishings Workers",1.63,1.51,"$67,946.18","$12,260.36","$80,206.54","2,795.83"
-51-7000,Woodworkers,1.77,1.72,"$80,896.47","$15,603.91","$96,500.38","3,392.83"
-51-8000,Plant and System Operators,2.13,2.08,"$165,886.85","$46,769.15","$212,656.00","4,489.80"
-51-9000,Other Production Occupations,85.97,84.17,"$5,601,148.67","$1,142,625.04","$6,743,773.70","167,600.98"
-53-1000,Supervisors of Transportation and Material Moving Workers,7.81,7.44,"$590,428.19","$118,690.03","$709,118.22","16,614.63"
-53-2000,Air Transportation Workers,1.04,0.98,"$130,497.42","$29,832.75","$160,330.16","1,936.39"
-53-3000,Motor Vehicle Operators,57.75,54.52,"$3,362,832.02","$741,073.87","$4,103,905.89","117,051.55"
-53-4000,Rail Transportation Workers,0.72,0.68,"$62,571.21","$18,493.41","$81,064.62","1,714.01"
-53-5000,Water Transportation Workers,1.40,1.31,"$137,805.95","$25,175.38","$162,981.33","3,278.18"
-53-6000,Other Transportation Workers,2.58,2.28,"$96,799.33","$18,471.89","$115,271.21","3,971.07"
-53-7000,Material Moving Workers,99.39,95.02,"$4,724,858.32","$923,443.22","$5,648,301.54","170,123.07"
+11-1000,Top Executives,91.37,87.61,"$11,150,991.83","$2,078,156.21","$13,229,148.04","204,275.29"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",17.80,17.15,"$2,843,051.55","$547,176.53","$3,390,228.08","38,456.42"
+11-3000,Operations Specialties Managers,49.51,48.12,"$7,060,888.14","$1,375,082.01","$8,435,970.15","106,706.64"
+11-9000,Other Management Occupations,152.79,147.27,"$10,638,310.97","$1,914,497.62","$12,552,808.60","331,438.46"
+13-1000,Business Operations Specialists,217.94,210.58,"$14,468,228.56","$2,668,555.17","$17,136,783.73","442,087.07"
+13-2000,Financial Specialists,44.90,43.41,"$3,554,601.43","$644,512.07","$4,199,113.50","90,031.24"
+15-1200,Computer Occupations,33.73,32.63,"$3,884,509.24","$727,469.23","$4,611,978.47","67,399.44"
+15-2000,Mathematical Science Occupations,2.24,2.17,"$270,785.23","$48,892.73","$319,677.97","4,453.95"
+17-1000,"Architects, Surveyors, and Cartographers",5.14,4.98,"$253,257.36","$43,415.31","$296,672.67","10,481.27"
+17-2000,Engineers,97.58,95.22,"$8,594,075.26","$1,736,876.84","$10,330,952.11","203,495.73"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.11,25.53,"$1,972,732.09","$400,463.12","$2,373,195.21","51,668.80"
+19-1000,Life Scientists,0.64,0.61,"$61,440.15","$10,523.94","$71,964.10","1,267.81"
+19-2000,Physical Scientists,0.92,0.89,"$110,571.91","$21,869.83","$132,441.74","1,856.17"
+19-3000,Social Scientists and Related Workers,0.42,0.39,"$40,011.00","$7,284.00","$47,295.01",778.25
+19-4000,"Life, Physical, and Social Science Technicians",1.46,1.41,"$98,809.66","$19,426.93","$118,236.59","2,740.06"
+19-5000,Occupational Health and Safety Specialists and Technicians,11.40,11.06,"$596,182.95","$111,259.38","$707,442.33","23,142.14"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",5.90,5.28,"$287,846.06","$54,358.73","$342,204.78","10,244.12"
+21-2000,Religious Workers,1.91,1.65,"$81,052.92","$11,779.78","$92,832.70","3,776.21"
+23-1000,"Lawyers, Judges, and Related Workers",3.98,3.82,"$632,922.03","$109,664.06","$742,586.08","8,531.39"
+23-2000,Legal Support Workers,2.25,2.15,"$123,695.13","$21,184.10","$144,879.23","4,049.03"
+25-1000,Postsecondary Teachers,0.97,0.88,"$62,943.30","$14,011.48","$76,954.78","1,448.11"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",3.42,3.00,"$130,554.42","$24,756.17","$155,310.58","5,804.42"
+25-3000,Other Teachers and Instructors,2.69,2.41,"$99,667.32","$19,767.11","$119,434.43","3,438.97"
+25-4000,"Librarians, Curators, and Archivists",0.15,0.13,"$7,243.99","$1,235.90","$8,479.89",241.16
+25-9000,Other Educational Instruction and Library Occupations,1.90,1.68,"$68,363.87","$12,903.57","$81,267.45","2,666.73"
+27-1000,Art and Design Workers,4.89,4.67,"$339,593.64","$61,536.82","$401,130.46","8,883.26"
+27-2000,"Entertainers and Performers, Sports and Related Workers",2.08,1.85,"$116,134.86","$20,008.75","$136,143.61","2,915.58"
+27-3000,Media and Communication Workers,3.93,3.72,"$278,519.87","$51,356.69","$329,876.56","7,297.21"
+27-4000,Media and Communication Equipment Workers,1.30,1.22,"$73,335.47","$12,453.17","$85,788.65","2,223.07"
+29-1000,Healthcare Diagnosing or Treating Practitioners,17.52,16.13,"$2,156,988.16","$420,983.44","$2,577,971.61","31,563.98"
+29-2000,Health Technologists and Technicians,9.02,8.26,"$505,268.46","$99,102.88","$604,371.34","15,878.48"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.32,0.30,"$22,099.20","$4,183.19","$26,282.39",597.35
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",16.68,14.89,"$490,312.97","$95,456.78","$585,769.74","26,148.63"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.64,0.58,"$27,694.84","$5,506.78","$33,201.62",946.81
+31-9000,Other Healthcare Support Occupations,6.72,6.14,"$262,484.98","$49,803.95","$312,288.93","10,853.07"
+33-1000,Supervisors of Protective Service Workers,0.55,0.51,"$42,385.11","$7,784.11","$50,169.22","1,174.87"
+33-2000,Firefighting and Prevention Workers,0.62,0.57,"$22,328.47","$3,868.07","$26,196.54","1,563.46"
+33-3000,Law Enforcement Workers,0.09,0.08,"$5,423.89","$1,307.96","$6,731.85",194.69
+33-9000,Other Protective Service Workers,10.99,10.12,"$528,061.49","$93,517.36","$621,578.85","18,024.99"
+35-1000,Supervisors of Food Preparation and Serving Workers,8.45,6.74,"$384,189.94","$54,457.20","$438,647.14","14,083.06"
+35-2000,Cooks and Food Preparation Workers,22.38,18.19,"$592,566.48","$86,467.71","$679,034.20","30,448.89"
+35-3000,Food and Beverage Serving Workers,44.67,35.63,"$1,040,302.64","$145,601.49","$1,185,904.13","48,580.68"
+35-9000,Other Food Preparation and Serving Related Workers,9.23,7.37,"$192,330.48","$27,024.14","$219,354.62","9,089.55"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.35,1.24,"$61,858.73","$11,003.78","$72,862.51","2,718.09"
+37-2000,Building Cleaning and Pest Control Workers,20.76,19.33,"$627,857.82","$118,214.69","$746,072.51","33,218.90"
+37-3000,Grounds Maintenance Workers,6.66,6.16,"$237,229.39","$41,843.55","$279,072.94","11,312.43"
+39-1000,Supervisors of Personal Care and Service Workers,0.80,0.70,"$42,363.09","$8,957.82","$51,320.91","1,398.14"
+39-2000,Animal Care and Service Workers,1.15,1.01,"$28,076.06","$4,202.21","$32,278.28","1,537.98"
+39-3000,Entertainment Attendants and Related Workers,2.45,2.11,"$64,101.14","$14,156.39","$78,257.53","2,780.49"
+39-4000,Funeral Service Workers,0.19,0.17,"$6,303.01",$906.38,"$7,209.39",296.44
+39-5000,Personal Appearance Workers,1.27,1.10,"$40,211.17","$6,025.96","$46,237.12","1,727.31"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.22,0.20,"$7,813.45","$1,460.21","$9,273.66",343.44
+39-7000,Tour and Travel Guides,0.93,0.86,"$51,113.10","$9,208.55","$60,321.65","1,009.82"
+39-9000,Other Personal Care and Service Workers,4.94,4.27,"$111,322.92","$20,066.18","$131,389.11","5,726.83"
+41-1000,Supervisors of Sales Workers,10.79,9.77,"$802,130.82","$161,721.91","$963,852.73","21,425.69"
+41-2000,Retail Sales Workers,54.35,47.82,"$1,770,035.37","$367,067.06","$2,137,102.43","76,143.73"
+41-3000,"Sales Representatives, Services",18.85,18.02,"$1,283,310.71","$225,762.80","$1,509,073.52","37,692.71"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",39.00,37.98,"$3,787,191.94","$712,272.92","$4,499,464.85","82,348.60"
+41-9000,Other Sales and Related Workers,4.87,4.64,"$378,035.40","$71,951.52","$449,986.92","9,084.70"
+43-1000,Supervisors of Office and Administrative Support Workers,19.97,19.16,"$1,395,244.81","$270,476.02","$1,665,720.83","39,471.40"
+43-2000,Communications Equipment Operators,0.15,0.14,"$7,079.12","$1,311.83","$8,390.95",255.35
+43-3000,Financial Clerks,45.83,44.04,"$2,054,986.88","$383,522.73","$2,438,509.61","81,613.09"
+43-4000,Information and Record Clerks,38.95,36.96,"$1,998,383.82","$380,239.70","$2,378,623.53","65,554.04"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",49.14,46.95,"$2,988,974.11","$706,994.30","$3,695,968.41","94,705.34"
+43-6000,Secretaries and Administrative Assistants,45.11,43.22,"$1,836,635.13","$338,610.55","$2,175,245.68","80,099.03"
+43-9000,Other Office and Administrative Support Workers,58.95,56.57,"$2,036,060.05","$376,727.04","$2,412,787.09","96,107.25"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.05,"$4,425.79",$883.06,"$5,308.85",121.47
+45-2000,Agricultural Workers,0.76,0.70,"$39,095.61","$7,603.08","$46,698.69","1,346.33"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$28.41,$7.56,$35.97,1.53
+45-4000,"Forest, Conservation, and Logging Workers",0.07,0.06,"$3,775.29",$934.96,"$4,710.26",148.03
+47-1000,Supervisors of Construction and Extraction Workers,171.05,165.59,"$6,968,255.77","$1,225,617.01","$8,193,872.78","369,099.47"
+47-2000,Construction Trades Workers,533.93,516.93,"$17,277,560.21","$3,073,145.18","$20,350,705.39","1,013,402.84"
+47-3000,"Helpers, Construction Trades",11.52,11.14,"$244,503.45","$42,599.11","$287,102.56","18,832.47"
+47-4000,Other Construction and Related Workers,7.58,7.35,"$398,347.68","$76,270.18","$474,617.86","15,014.67"
+47-5000,Extraction Workers,49.61,48.81,"$544,318.56","$122,884.50","$667,203.06","117,180.67"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",16.24,15.59,"$1,132,678.15","$224,379.00","$1,357,057.15","36,091.79"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.15,4.89,"$353,098.80","$70,387.36","$423,486.17","10,830.17"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",39.69,36.84,"$2,000,936.85","$374,496.26","$2,375,433.10","80,660.42"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",86.75,84.05,"$4,965,446.63","$980,217.09","$5,945,663.72","178,830.49"
+51-1000,Supervisors of Production Workers,39.13,38.39,"$3,878,827.23","$791,960.41","$4,670,787.64","86,584.83"
+51-2000,Assemblers and Fabricators,161.29,158.46,"$10,149,295.15","$2,102,103.86","$12,251,399.01","314,522.97"
+51-3000,Food Processing Workers,1.78,1.53,"$68,554.41","$15,170.91","$83,725.33","2,976.70"
+51-4000,Metal Workers and Plastic Workers,195.62,191.99,"$13,426,818.17","$2,713,987.47","$16,140,805.64","400,856.89"
+51-5100,Printing Workers,0.71,0.68,"$42,286.86","$8,001.06","$50,287.92","1,314.75"
+51-6000,"Textile, Apparel, and Furnishings Workers",1.65,1.52,"$68,565.16","$12,364.55","$80,929.71","2,821.43"
+51-7000,Woodworkers,1.77,1.72,"$81,030.14","$15,627.00","$96,657.14","3,397.78"
+51-8000,Plant and System Operators,2.51,2.46,"$171,792.95","$48,342.80","$220,135.75","5,314.60"
+51-9000,Other Production Occupations,87.83,85.99,"$5,621,262.57","$1,147,192.10","$6,768,454.67","171,336.47"
+53-1000,Supervisors of Transportation and Material Moving Workers,8.47,8.09,"$602,279.94","$121,347.05","$723,626.98","18,054.04"
+53-2000,Air Transportation Workers,1.05,0.99,"$131,860.26","$30,140.83","$162,001.09","1,954.84"
+53-3000,Motor Vehicle Operators,60.91,57.62,"$3,408,019.19","$751,289.27","$4,159,308.46","123,712.37"
+53-4000,Rail Transportation Workers,0.89,0.84,"$68,747.01","$20,320.11","$89,067.12","2,135.99"
+53-5000,Water Transportation Workers,1.42,1.32,"$139,863.29","$25,548.66","$165,411.95","3,326.77"
+53-6000,Other Transportation Workers,2.61,2.31,"$97,932.46","$18,701.77","$116,634.23","4,012.02"
+53-7000,Material Moving Workers,106.06,101.56,"$4,790,383.33","$937,851.58","$5,728,234.91","182,833.68"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2028/tax_results.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2028/tax_results.csv
index a4bbe15..69e252f 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2028/tax_results.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2028/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$134,376.44","$1,124,948.63","$814,762.32","$5,363,102.92","$38,169,763.11","$45,606,953.42"
-2 - Indirect,"$113,610.19","$935,175.90","$660,055.35","$3,215,097.78","$8,704,165.93","$13,628,105.15"
-3 - Induced,"$138,494.61","$1,137,049.57","$799,284.10","$3,681,114.84","$6,480,851.15","$12,236,794.28"
-,"$386,481.24","$3,197,174.11","$2,274,101.78","$12,259,315.54","$53,354,780.20","$71,471,852.86"
+1 - Direct,"$155,806.04","$1,300,540.61","$937,810.48","$5,903,481.77","$38,600,375.28","$46,898,014.18"
+2 - Indirect,"$116,340.83","$957,605.15","$675,833.46","$3,288,518.61","$8,845,622.12","$13,883,920.17"
+3 - Induced,"$140,047.37","$1,149,797.80","$808,245.43","$3,722,387.62","$6,553,534.53","$12,374,012.74"
+,"$412,194.24","$3,407,943.56","$2,421,889.37","$12,914,388.00","$53,999,531.92","$73,155,947.09"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 6a3ea99..1e40ac1 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2028/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,500.66"
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,691.17"
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,835,821.66"
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,745.37"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,766.20"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,856,423.98"
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00"
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.10"
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.44"
-7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,961.77"
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,291.92"
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,538.18"
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,686,109.07"
-11,224,Nonferrous forging,"$17,187,170.89","$302,025.61"
-12,460,Other support services,"$116,743,407.01","$2,025,837.00"
-13,223,Iron and steel forging,"$52,274,449.17","$876,921.19"
-14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$15,933,170.24"
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,824,936.87"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.27"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.51"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,962.78"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,292.09"
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,600.03"
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,715,818.76"
+11,224,Nonferrous forging,"$17,187,170.89","$302,048.97"
+12,460,Other support services,"$116,743,407.01","$2,031,012.33"
+13,223,Iron and steel forging,"$52,274,449.17","$876,987.27"
+14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$16,156,641.12"
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,835,126.93"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2029/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2029/economic_indicators_by_impact.csv
index 9718360..2d23b8c 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2029/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2029/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"1,912.24","$165,780,267.59","$225,798,846.41","$636,123,127.93"
-2 - Indirect,558.41,"$35,644,674.72","$60,295,130.17","$127,441,702.38"
-3 - Induced,541.11,"$24,818,418.81","$55,972,779.92","$99,959,200.64"
-,"3,011.76","$226,243,361.11","$342,066,756.50","$863,524,030.96"
+1 - Direct,"1,929.26","$168,979,773.66","$234,598,701.23","$651,003,127.93"
+2 - Indirect,573.95,"$36,740,420.14","$62,552,935.69","$132,209,161.69"
+3 - Induced,553.35,"$25,379,023.01","$57,236,822.92","$102,218,272.86"
+,"3,056.56","$231,099,216.80","$354,388,459.84","$885,430,562.49"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index ab63414..ef1c373 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2029/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,624.57",3414.08%
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,729.52",154.58%
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,846,246.27",74.81%
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,349,113.99",3414.09%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,879.60",154.58%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,887,451.41",74.84%
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00",38.12%
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.22",33.10%
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.49",31.99%
-7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,962.56",10.41%
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,292.04",7.98%
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,586.83",4.45%
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,707,162.58",2.70%
-11,224,Nonferrous forging,"$17,187,170.89","$302,038.25",1.76%
-12,460,Other support services,"$116,743,407.01","$2,030,136.98",1.74%
-13,223,Iron and steel forging,"$52,274,449.17","$876,957.67",1.68%
-14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$16,049,266.12",1.66%
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,835,147.56",1.62%
-16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$97,334.52",1.53%
-17,254,Construction machinery manufacturing,"$33,431,733.61","$441,651.49",1.32%
-18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,185.18",1.30%
-19,129,Wood windows and door manufacturing,"$6,006,154.37","$77,248.32",1.29%
-20,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,047.18",1.16%
-21,457,Investigation and security services,"$59,623,127.89","$688,036.58",1.15%
-22,454,Employment services,"$387,522,663.46","$4,456,347.10",1.15%
-23,199,Other concrete product manufacturing,"$20,536,708.26","$217,157.31",1.06%
-24,455,Business support services,"$81,622,923.15","$835,660.39",1.02%
-25,453,Facilities support services,"$18,809,929.65","$190,179.43",1.01%
-26,197,Concrete block and brick manufacturing,"$4,381,689.69","$43,451.35",0.99%
-27,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$4,957,299.14",0.87%
-28,451,Management of companies and enterprises,"$529,170,690.74","$4,594,983.61",0.87%
-29,399,Truck transportation,"$1,193,488,141.88","$9,307,975.03",0.78%
-30,440,Specialized design services,"$35,933,528.26","$276,211.52",0.77%
-31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$39,231.97",0.73%
-32,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,051,604.93",0.72%
-33,337,Aircraft manufacturing,"$86,772,712.07","$614,295.93",0.71%
-34,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$3,872,445.82",0.70%
-35,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$534,680.67",0.69%
-36,403,Couriers and messengers,"$213,253,723.63","$1,406,437.02",0.66%
-37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$577,658.55",0.65%
-38,508,Postal service,"$125,450,187.77","$767,273.28",0.61%
-39,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$558,333.44",0.61%
-40,447,"Advertising, public relations, and related services","$76,206,587.86","$442,937.58",0.58%
-41,26,Stone mining and quarrying,"$31,976,061.34","$181,597.47",0.57%
-42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$3,165,862.85",0.55%
-43,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,300,434.25",0.53%
-44,418,"Data processing, hosting, and related services","$291,048,307.59","$1,526,651.18",0.52%
-45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$2,921,454.03",0.52%
-46,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$762,988.53",0.49%
-47,432,Automotive equipment rental and leasing,"$102,405,091.42","$499,652.13",0.49%
-48,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,569,108.07",0.48%
-49,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$3,939,391.67",0.48%
-50,413,Radio and television broadcasting,"$128,460,835.20","$619,168.13",0.48%
-51,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$544,928.81",0.48%
-52,437,Legal services,"$411,686,987.07","$1,978,945.23",0.48%
-53,452,Office administrative services,"$121,416,424.85","$562,743.35",0.46%
-54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$496,436.32",0.45%
-55,406,Periodical publishers,"$16,212,170.93","$72,367.68",0.45%
-56,479,Commercial Sports Except Racing,"$3,476,338.42","$15,420.33",0.44%
-57,448,Photographic services,"$6,946,918.71","$30,779.57",0.44%
-58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,145,926.64",0.43%
-59,42,Electric power transmission and distribution,"$1,117,279,919.78","$4,808,237.88",0.43%
-60,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,271,660.56",0.43%
-61,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,312,367.26",0.42%
-62,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$922,802.58",0.42%
-63,43,Natural gas distribution,"$226,004,592.60","$928,224.71",0.41%
-64,404,Warehousing and storage,"$190,282,196.62","$778,347.59",0.41%
-65,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$517,800.89",0.41%
-66,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$5,568,998.04",0.41%
-67,458,Services to buildings,"$210,863,686.06","$855,314.22",0.41%
-68,414,Cable and other subscription programming,"$23,580,404.28","$95,136.19",0.40%
-69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,115,187.67",0.40%
-70,505,Business and professional associations,"$86,788,585.52","$344,535.57",0.40%
-71,509,Federal electric utilities,"$17,146,395.42","$67,034.30",0.39%
-72,408,"Directory, mailing list, and other publishers","$4,955,701.45","$19,193.29",0.39%
-73,487,Fitness and recreational sports centers,"$47,685,531.12","$184,339.87",0.39%
-74,492,Limited-service restaurants,"$1,041,352,547.93","$4,007,997.44",0.38%
-75,431,Owner-occupied housing,"$4,444,497,247.52","$16,918,975.89",0.38%
-76,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$93,144.89",0.38%
-77,410,Software publishers,"$184,892,079.62","$695,292.96",0.38%
-78,466,Offices of dentists,"$271,899,263.02","$1,016,931.96",0.37%
-79,472,Hospitals,"$775,130,452.97","$2,880,468.10",0.37%
-80,396,Air transportation,"$185,983,832.23","$689,103.26",0.37%
-81,499,Personal care services,"$105,986,766.41","$392,307.26",0.37%
-82,390,Retail - Health and personal care stores,"$189,122,051.74","$695,771.53",0.37%
-83,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$31,233.73",0.37%
-84,443,"Other computer related services, including facilities management","$44,926,337.84","$164,600.35",0.37%
-85,495,Car washes,"$60,896,626.31","$222,780.12",0.37%
-86,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$3,590,163.46",0.36%
-87,491,Full-service restaurants,"$957,773,115.52","$3,476,943.34",0.36%
-88,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$463,867.78",0.36%
-89,462,Elementary and secondary schools,"$34,238,275.96","$123,096.98",0.36%
-90,394,Retail - General merchandise stores,"$553,647,942.57","$1,984,602.43",0.36%
-91,425,Direct life insurance carriers,"$42,208,644.52","$150,803.28",0.36%
-92,387,Retail - Electronics and appliance stores,"$60,211,745.28","$214,467.06",0.36%
-93,514,Local government passenger transit,"$2,981,749.49","$10,577.43",0.35%
-94,515,Local government electric utilities,"$7,801,045.18","$27,355.70",0.35%
-95,389,Retail - Food and beverage stores,"$517,469,128.57","$1,806,550.80",0.35%
-96,461,Waste management and remediation services,"$225,632,059.53","$784,834.81",0.35%
-97,475,Individual and family services,"$223,584,092.68","$776,013.52",0.35%
-98,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$786,701.37",0.35%
-99,400,Transit and ground passenger transportation,"$87,175,571.40","$298,545.08",0.34%
-100,478,Performing arts companies,"$63,413,148.22","$214,168.42",0.34%
-101,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$838,259.80",0.34%
-102,484,Amusement parks and arcades,"$8,147,368.71","$27,459.56",0.34%
-103,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$700,179.03",0.33%
-104,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,476.89",0.33%
-105,459,Landscape and horticultural services,"$275,016,411.40","$905,040.46",0.33%
-106,405,Newspaper publishers,"$75,385,661.65","$246,829.75",0.33%
-107,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$15,716.01",0.33%
-108,221,Custom roll forming,"$23,817,580.17","$76,539.34",0.32%
-109,426,"Insurance carriers, except direct life","$545,149,698.92","$1,749,077.49",0.32%
-110,465,Offices of physicians,"$740,188,232.97","$2,371,030.36",0.32%
-111,510,Other federal government enterprises,"$1,867,051.07","$5,923.31",0.32%
-112,502,Other personal services,"$178,806,274.18","$564,506.96",0.32%
-113,503,Religious organizations,"$135,764,739.85","$425,249.17",0.31%
-114,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$355,096.20",0.31%
-115,44,"Water, sewage and other systems","$21,303,485.72","$65,694.43",0.31%
-116,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$765,322.47",0.31%
-117,506,Labor and civic organizations,"$105,944,986.89","$323,790.35",0.31%
-118,507,Private households,"$17,924,890.71","$54,180.45",0.30%
-119,439,"Architectural, engineering, and related services","$663,216,940.93","$2,000,191.59",0.30%
-120,481,"Independent artists, writers, and performers","$137,990,888.93","$416,149.16",0.30%
-121,473,Nursing and community care facilities,"$273,693,670.49","$807,113.52",0.29%
-122,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$1,949,152.57",0.29%
-123,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$211,753.66",0.29%
-124,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$666,488.81",0.28%
-125,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$2,071,416.03",0.28%
-126,476,Child day care services,"$173,556,969.71","$484,792.54",0.28%
-127,449,Veterinary services,"$101,826,770.30","$283,968.51",0.28%
-128,444,Management consulting services,"$251,198,056.46","$697,264.18",0.28%
-129,424,Other financial investment activities,"$1,738,609,271.81","$4,800,050.37",0.28%
-130,464,Other educational services,"$276,105,016.01","$759,434.50",0.28%
-131,516,Other local government enterprises,"$776,177,579.59","$2,132,270.49",0.27%
-132,493,All other food and drinking places,"$603,532,483.05","$1,655,443.68",0.27%
-133,21,Coal mining,"$2,911,704,202.57","$7,976,834.57",0.27%
-134,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$934,249.97",0.27%
-135,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$382,730.44",0.27%
-136,468,Outpatient care centers,"$330,858,673.33","$895,041.94",0.27%
-137,513,Other state government enterprises,"$14,156,836.55","$37,507.86",0.26%
-138,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$494,839.21",0.26%
-139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$2,818,059.06",0.26%
-140,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,749.68",0.26%
-141,242,Metal coating and nonprecious engraving,"$8,101,071.47","$20,733.34",0.26%
-142,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$308,060.82",0.25%
-143,415,Wired telecommunications carriers,"$765,674,352.28","$1,900,337.99",0.25%
-144,429,Other real estate,"$4,970,388,101.43","$12,273,835.09",0.25%
-145,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$351,779.77",0.24%
-146,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$110,577.87",0.24%
-147,3,Vegetable and melon farming,"$6,609,930.97","$15,955.47",0.24%
-148,104,Tobacco manufacturing,"$6,603,883.06","$15,703.42",0.24%
-149,201,Gypsum product manufacturing,"$62,726,288.59","$148,838.80",0.24%
-150,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$11,468.09",0.23%
-151,469,Medical and diagnostic laboratories,"$105,938,912.27","$240,038.80",0.23%
-152,398,Water transportation,"$11,961,984.14","$26,805.28",0.22%
-153,239,Machine shops,"$129,567,269.37","$289,892.09",0.22%
-154,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,056.33",0.22%
-155,411,Motion picture and video industries,"$109,931,494.98","$243,509.63",0.22%
-156,430,Tenant-occupied housing,"$1,046,341,198.42","$2,294,292.20",0.22%
-157,500,Death care services,"$46,286,967.10","$100,393.29",0.22%
-158,195,Cement manufacturing,"$132,407,672.79","$287,176.67",0.22%
-159,229,Plate work manufacturing,"$7,212,949.34","$15,335.20",0.21%
-160,4,Fruit farming,"$384,884.42",$808.47,0.21%
-161,471,Other ambulatory health care services,"$103,224,782.99","$199,512.36",0.19%
-162,467,Offices of other health practitioners,"$364,689,970.79","$689,050.36",0.19%
-163,470,Home health care services,"$73,759,567.90","$137,328.13",0.19%
-164,391,Retail - Gasoline stores,"$487,933,166.50","$906,857.95",0.19%
-165,501,Dry-cleaning and laundry services,"$83,675,246.11","$155,113.21",0.19%
-166,139,Paperboard container manufacturing,"$2,219,895.78","$4,064.57",0.18%
-167,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$2,600.10",0.18%
-168,486,Other amusement and recreation industries,"$263,123,626.14","$455,457.00",0.17%
-169,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$22,600.62",0.17%
-170,407,Book publishers,"$8,704,740.33","$14,267.19",0.16%
-171,125,Wood preservation,"$25,246,163.52","$41,118.75",0.16%
-172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,053.05",0.16%
-173,485,Gambling industries (except casino hotels),"$417,593,840.35","$609,329.01",0.15%
-174,37,Electric power generation - Solar,"$4,333,055.09","$6,182.58",0.14%
-175,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$2,740,960.56",0.14%
-176,38,Electric power generation - Wind,"$185,428,436.16","$264,577.06",0.14%
-177,27,Sand and gravel mining,"$216,223,131.49","$305,070.68",0.14%
-178,488,Bowling centers,"$21,593,225.39","$29,128.48",0.13%
-179,480,Racing and Track Operation,"$6,801,162.46","$9,068.93",0.13%
-180,442,Computer systems design services,"$304,936,867.78","$395,830.77",0.13%
-181,144,Printing,"$57,542,256.23","$71,437.14",0.12%
-182,368,Sign manufacturing,"$23,533,228.46","$28,373.93",0.12%
-183,434,Video tape and disc rental,"$3,473,473.59","$4,142.75",0.12%
-184,124,Sawmills,"$141,329,754.94","$166,755.19",0.12%
-185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$4,868.02",0.11%
-186,226,Handtool manufacturing,"$14,510,909.57","$14,534.97",0.10%
-187,220,Nonferrous metal foundries,"$16,365,994.89","$15,640.26",0.10%
-188,456,Travel arrangement and reservation services,"$498,338,395.79","$467,252.08",0.09%
-189,228,Fabricated structural metal manufacturing,"$108,558,620.40","$95,063.40",0.09%
-190,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,483.89",0.09%
-191,146,Petroleum refineries,"$6,572,475,454.77","$5,573,952.35",0.08%
-192,397,Rail transportation,"$1,846,923,315.97","$1,559,582.15",0.08%
-193,238,Spring and wire product manufacturing,"$10,164,502.90","$8,498.68",0.08%
-194,100,Manufactured ice,"$3,942,329.02","$3,224.24",0.08%
-195,490,Other accommodations,"$130,132,793.65","$104,330.96",0.08%
-196,235,Metal cans manufacturing,"$84,837,591.04","$67,038.45",0.08%
-197,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,365.57",0.07%
-198,446,Scientific research and development services,"$1,017,623,425.88","$708,222.30",0.07%
-199,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$60,900.32",0.07%
-200,32,Metal mining services,"$40,137,198.28","$26,024.73",0.06%
-201,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$7,198.03",0.06%
-202,175,Custom compounding of purchased resins,"$17,576,678.87","$10,942.04",0.06%
-203,441,Custom computer programming services,"$266,955,199.74","$165,187.49",0.06%
-204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$625,008.18",0.06%
-205,16,Commercial logging,"$38,196,492.13","$22,308.97",0.06%
-206,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$50,382.10",0.06%
-207,185,Other plastics product manufacturing,"$54,262,105.84","$27,999.82",0.05%
-208,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,096.62",0.05%
-209,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$41,420.82",0.05%
-210,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,419.54",0.05%
-211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$81,727.49",0.05%
-212,10,All other crop farming,"$163,550,998.97","$73,545.41",0.04%
-213,174,Explosives manufacturing,"$52,050,877.00","$23,214.70",0.04%
-214,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$77,013.37",0.04%
-215,18,Commercial hunting and trapping,"$23,256,232.55","$10,051.12",0.04%
-216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$13,554.40",0.04%
-217,251,Other fabricated metal manufacturing,"$30,533,977.78","$10,915.61",0.04%
-218,20,Oil and gas extraction,"$4,984,035,362.50","$1,388,963.26",0.03%
-219,329,Travel trailer and camper manufacturing,"$11,059,948.62","$3,014.13",0.03%
-220,401,Pipeline transportation,"$1,611,889,849.10","$417,272.18",0.03%
-221,102,Wineries,"$2,616,541.19",$666.48,0.03%
-222,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,124.93",0.02%
-223,231,Sheet metal work manufacturing,"$2,174,657.13",$508.85,0.02%
-224,13,Poultry and egg production,"$69,842,214.62","$16,028.19",0.02%
-225,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$27,189.81",0.02%
-226,116,Other textile product mills,"$18,711,047.72","$3,889.84",0.02%
-227,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,351.55",0.02%
-228,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$892.16,0.02%
-229,101,Breweries,"$54,815,146.01","$10,883.32",0.02%
-230,19,Support activities for agriculture and forestry,"$44,762,204.87","$8,700.39",0.02%
-231,79,Fluid milk manufacturing,"$4,900,848.36",$862.71,0.02%
-232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$126.11,0.02%
-233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$6,425.17",0.02%
-234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$9,758.34",0.02%
-235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$496.51,0.01%
-236,2,Grain farming,"$130,099,289.43","$15,877.44",0.01%
-237,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,087.46",0.01%
-238,265,Industrial mold manufacturing,"$419,356.03",$47.90,0.01%
-239,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$11,653.36",0.01%
-240,59,Other animal food manufacturing,"$23,797,093.38","$2,358.73",0.01%
-241,85,Meat processed from carcasses,"$59,683,965.53","$5,635.91",0.01%
-242,151,Petrochemical manufacturing,"$673,077,918.86","$63,183.39",0.01%
-243,370,Musical instrument manufacturing,"$937,638.70",$87.92,0.01%
-244,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$605.69,0.01%
-245,354,Custom architectural woodwork and millwork,"$78,271.86",$7.25,0.01%
-246,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$47,401.83",0.01%
-247,188,Other rubber product manufacturing,"$4,573,849.57",$417.12,0.01%
-248,62,Malt manufacturing,"$10,977,359.34",$998.16,0.01%
-249,373,Burial casket manufacturing,"$6,137,323.55",$553.83,0.01%
-250,66,Breakfast cereal manufacturing,"$8,312,290.22",$705.36,0.01%
-251,93,Other snack food manufacturing,"$10,656,196.90",$903.44,0.01%
-252,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,678.39",0.01%
-253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$543.91,0.01%
-254,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,117.39",0.01%
-255,311,Lighting fixture manufacturing,"$8,501,584.76",$687.76,0.01%
-256,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,579.44",0.01%
-257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$1,631.96",0.01%
-258,15,"Forestry, forest products, and timber tract production","$319,991.92",$21.45,0.01%
-259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$719.34,0.01%
-260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$84.83,0.01%
-261,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$193.57,0.01%
-262,353,Wood office furniture manufacturing,"$616,006.76",$28.42,0.00%
-263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$4,528.93",0.00%
-264,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$946.72,0.00%
-265,260,All other industrial machinery manufacturing,"$303,218.25",$13.64,0.00%
-266,84,"Animal, except poultry, slaughtering","$216,958,801.29","$9,687.59",0.00%
-267,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$29,046.77",0.00%
-268,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.36,0.00%
-269,358,Blind and shade manufacturing,"$111,215.22",$4.55,0.00%
-270,9,Sugarcane and sugar beet farming,"$62,280,333.14","$2,539.04",0.00%
-271,94,Coffee and tea manufacturing,"$30,751,047.34","$1,218.62",0.00%
-272,67,Beet sugar manufacturing,"$209,970,196.03","$7,647.85",0.00%
-273,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$72.97,0.00%
-274,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,740.23",0.00%
-275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$287.09,0.00%
-276,97,Spice and extract manufacturing,"$12,042,344.87",$361.10,0.00%
-277,24,Gold ore and silver ore mining,"$40,475,210.09","$1,210.22",0.00%
-278,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$93.46,0.00%
-279,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$27.51,0.00%
-280,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$4,579.42",0.00%
-281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$137.51,0.00%
-282,173,Printing ink manufacturing,"$6,373,572.26",$164.33,0.00%
-283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$4,800.88",0.00%
-284,302,Automatic environmental control manufacturing,"$4,809,195.11",$108.51,0.00%
-285,58,Dog and cat food manufacturing,"$23,319,111.08",$519.01,0.00%
-286,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$21,570.09",0.00%
-287,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$175.46,0.00%
-288,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$10,050.88",0.00%
-289,292,Other communications equipment manufacturing,"$381,770.64",$7.70,0.00%
-290,86,Rendering and meat byproduct processing,"$169,552.02",$3.30,0.00%
-291,118,Cut and sew apparel contractors,"$624,247.24",$12.03,0.00%
-292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$203.02,0.00%
-293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,212.37",0.00%
-294,122,Footwear manufacturing,"$1,145,231.54",$19.17,0.00%
-295,247,Small arms ammunition manufacturing,"$130,897.97",$2.13,0.00%
-296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$263.47,0.00%
-297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$24,412.53",0.00%
-298,121,Leather and hide tanning and finishing,"$1,328,163.62",$19.37,0.00%
-299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$205.69,0.00%
-300,123,Other leather and allied product manufacturing,"$17,594,328.12",$245.97,0.00%
-301,113,Curtain and linen mills,"$612,878.58",$8.43,0.00%
-302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$15,269.41",0.00%
-303,12,Dairy cattle and milk production,"$62,699,899.43",$728.70,0.00%
-304,114,Textile bag and canvas mills,"$11,730,951.51",$134.44,0.00%
-305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$32.01,0.00%
-306,103,Distilleries,"$59,042,281.71",$579.38,0.00%
-307,172,Toilet preparation manufacturing,"$51,736,916.86",$502.02,0.00%
-308,363,Dental laboratories,"$2,922,984.08",$27.10,0.00%
-309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$737.29,0.00%
-310,1,Oilseed farming,"$938,686.11",$6.29,0.00%
-311,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$7.39,0.00%
-312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$239.55,0.00%
-313,31,Support activities for oil and gas operations,"$1,698,256,439.85","$8,920.79",0.00%
-314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$69.95,0.00%
-315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$55.29,0.00%
-316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$17.76,0.00%
-317,109,Knit fabric mills,"$9,334,399.88",$33.43,0.00%
-318,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$84.45,0.00%
-319,33,Other nonmetallic minerals services,"$83,884,373.37",$243.43,0.00%
-320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.23,0.00%
-321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$67.00,0.00%
-322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$8.13,0.00%
-323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.32,0.00%
-324,25,Other metal ore mining,"$65,796,499.90",$73.50,0.00%
-325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$39.18,0.00%
-326,30,Drilling oil and gas wells,"$252,242,568.28",$66.47,0.00%
-327,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
-328,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
-329,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.57",33.10%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.63",31.99%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,964.58",10.41%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,292.37",7.98%
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,711.21",4.45%
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,766,823.31",2.72%
+11,224,Nonferrous forging,"$17,187,170.89","$302,084.99",1.76%
+12,460,Other support services,"$116,743,407.01","$2,040,554.97",1.75%
+13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$16,496,334.14",1.70%
+14,223,Iron and steel forging,"$52,274,449.17","$877,089.96",1.68%
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,855,729.94",1.62%
+16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$97,511.96",1.54%
+17,254,Construction machinery manufacturing,"$33,431,733.61","$446,221.78",1.33%
+18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,208.32",1.30%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$77,524.24",1.29%
+20,457,Investigation and security services,"$59,623,127.89","$693,360.24",1.16%
+21,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,047.70",1.16%
+22,454,Employment services,"$387,522,663.46","$4,490,230.75",1.16%
+23,199,Other concrete product manufacturing,"$20,536,708.26","$217,433.21",1.06%
+24,455,Business support services,"$81,622,923.15","$849,305.17",1.04%
+25,453,Facilities support services,"$18,809,929.65","$190,729.95",1.01%
+26,197,Concrete block and brick manufacturing,"$4,381,689.69","$43,967.10",1.00%
+27,451,Management of companies and enterprises,"$529,170,690.74","$4,831,013.64",0.91%
+28,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$4,995,762.41",0.88%
+29,21,Coal mining,"$2,911,704,202.57","$23,351,306.67",0.80%
+30,399,Truck transportation,"$1,193,488,141.88","$9,446,578.14",0.79%
+31,440,Specialized design services,"$35,933,528.26","$279,314.86",0.78%
+32,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$40,919.95",0.76%
+33,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$4,138,884.39",0.74%
+34,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,064,914.93",0.72%
+35,337,Aircraft manufacturing,"$86,772,712.07","$614,296.11",0.71%
+36,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$534,819.38",0.69%
+37,403,Couriers and messengers,"$213,253,723.63","$1,437,843.09",0.67%
+38,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$589,038.23",0.66%
+39,26,Stone mining and quarrying,"$31,976,061.34","$206,429.88",0.65%
+40,508,Postal service,"$125,450,187.77","$783,098.24",0.62%
+41,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$565,073.53",0.61%
+42,447,"Advertising, public relations, and related services","$76,206,587.86","$449,661.86",0.59%
+43,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$3,238,980.48",0.56%
+44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,339,243.80",0.55%
+45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$3,003,016.55",0.53%
+46,418,"Data processing, hosting, and related services","$291,048,307.59","$1,543,871.73",0.53%
+47,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$775,887.32",0.50%
+48,432,Automotive equipment rental and leasing,"$102,405,091.42","$511,141.69",0.50%
+49,437,Legal services,"$411,686,987.07","$2,035,586.32",0.49%
+50,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$4,018,767.95",0.49%
+51,413,Radio and television broadcasting,"$128,460,835.20","$629,327.26",0.49%
+52,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,585,120.19",0.49%
+53,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$554,217.04",0.49%
+54,452,Office administrative services,"$121,416,424.85","$576,024.56",0.47%
+55,498,Personal and household goods repair and maintenance,"$109,517,563.73","$516,733.22",0.47%
+56,406,Periodical publishers,"$16,212,170.93","$73,684.47",0.45%
+57,448,Photographic services,"$6,946,918.71","$31,432.72",0.45%
+58,479,Commercial Sports Except Racing,"$3,476,338.42","$15,710.05",0.45%
+59,42,Electric power transmission and distribution,"$1,117,279,919.78","$5,039,428.89",0.45%
+60,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,178,823.03",0.45%
+61,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,318,111.95",0.43%
+62,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,352,219.74",0.43%
+63,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$949,403.90",0.43%
+64,458,Services to buildings,"$210,863,686.06","$889,196.54",0.42%
+65,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$5,729,810.48",0.42%
+66,43,Natural gas distribution,"$226,004,592.60","$943,404.44",0.42%
+67,404,Warehousing and storage,"$190,282,196.62","$790,830.19",0.42%
+68,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$528,118.61",0.41%
+69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,180,396.14",0.41%
+70,414,Cable and other subscription programming,"$23,580,404.28","$96,765.87",0.41%
+71,509,Federal electric utilities,"$17,146,395.42","$70,326.83",0.41%
+72,505,Business and professional associations,"$86,788,585.52","$355,706.00",0.41%
+73,408,"Directory, mailing list, and other publishers","$4,955,701.45","$19,694.47",0.40%
+74,487,Fitness and recreational sports centers,"$47,685,531.12","$188,391.51",0.40%
+75,492,Limited-service restaurants,"$1,041,352,547.93","$4,093,959.95",0.39%
+76,431,Owner-occupied housing,"$4,444,497,247.52","$17,302,142.71",0.39%
+77,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$3,816,597.53",0.39%
+78,466,Offices of dentists,"$271,899,263.02","$1,039,814.56",0.38%
+79,410,Software publishers,"$184,892,079.62","$706,589.70",0.38%
+80,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$93,852.05",0.38%
+81,472,Hospitals,"$775,130,452.97","$2,945,503.36",0.38%
+82,499,Personal care services,"$105,986,766.41","$401,164.84",0.38%
+83,396,Air transportation,"$185,983,832.23","$703,619.54",0.38%
+84,390,Retail - Health and personal care stores,"$189,122,051.74","$712,237.28",0.38%
+85,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$31,731.50",0.37%
+86,495,Car washes,"$60,896,626.31","$227,317.78",0.37%
+87,443,"Other computer related services, including facilities management","$44,926,337.84","$167,406.60",0.37%
+88,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$475,631.35",0.37%
+89,491,Full-service restaurants,"$957,773,115.52","$3,552,536.21",0.37%
+90,515,Local government electric utilities,"$7,801,045.18","$28,698.06",0.37%
+91,462,Elementary and secondary schools,"$34,238,275.96","$125,908.25",0.37%
+92,394,Retail - General merchandise stores,"$553,647,942.57","$2,029,935.64",0.37%
+93,425,Direct life insurance carriers,"$42,208,644.52","$154,244.19",0.37%
+94,387,Retail - Electronics and appliance stores,"$60,211,745.28","$219,712.28",0.36%
+95,514,Local government passenger transit,"$2,981,749.49","$10,785.76",0.36%
+96,389,Retail - Food and beverage stores,"$517,469,128.57","$1,848,149.48",0.36%
+97,461,Waste management and remediation services,"$225,632,059.53","$804,889.53",0.36%
+98,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$806,166.67",0.36%
+99,475,Individual and family services,"$223,584,092.68","$793,653.22",0.35%
+100,400,Transit and ground passenger transportation,"$87,175,571.40","$304,414.12",0.35%
+101,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$16,673.79",0.35%
+102,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$857,982.68",0.35%
+103,478,Performing arts companies,"$63,413,148.22","$219,149.37",0.35%
+104,484,Amusement parks and arcades,"$8,147,368.71","$28,077.83",0.34%
+105,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$715,929.72",0.34%
+106,459,Landscape and horticultural services,"$275,016,411.40","$937,383.64",0.34%
+107,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,479.14",0.33%
+108,405,Newspaper publishers,"$75,385,661.65","$250,929.26",0.33%
+109,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$2,224,013.33",0.33%
+110,426,"Insurance carriers, except direct life","$545,149,698.92","$1,792,322.02",0.33%
+111,465,Offices of physicians,"$740,188,232.97","$2,424,541.57",0.33%
+112,510,Other federal government enterprises,"$1,867,051.07","$6,104.01",0.33%
+113,502,Other personal services,"$178,806,274.18","$577,333.82",0.32%
+114,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$366,313.85",0.32%
+115,221,Custom roll forming,"$23,817,580.17","$76,573.60",0.32%
+116,503,Religious organizations,"$135,764,739.85","$434,907.21",0.32%
+117,44,"Water, sewage and other systems","$21,303,485.72","$66,774.49",0.31%
+118,439,"Architectural, engineering, and related services","$663,216,940.93","$2,074,672.52",0.31%
+119,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$781,838.64",0.31%
+120,506,Labor and civic organizations,"$105,944,986.89","$331,101.89",0.31%
+121,507,Private households,"$17,924,890.71","$55,419.57",0.31%
+122,481,"Independent artists, writers, and performers","$137,990,888.93","$424,158.24",0.31%
+123,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$2,205,120.45",0.30%
+124,473,Nursing and community care facilities,"$273,693,670.49","$825,169.89",0.30%
+125,424,Other financial investment activities,"$1,738,609,271.81","$5,135,721.42",0.30%
+126,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$216,580.67",0.29%
+127,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$681,419.13",0.29%
+128,444,Management consulting services,"$251,198,056.46","$718,531.02",0.29%
+129,476,Child day care services,"$173,556,969.71","$495,802.70",0.29%
+130,449,Veterinary services,"$101,826,770.30","$290,344.41",0.29%
+131,464,Other educational services,"$276,105,016.01","$776,648.60",0.28%
+132,493,All other food and drinking places,"$603,532,483.05","$1,692,094.10",0.28%
+133,516,Other local government enterprises,"$776,177,579.59","$2,171,818.38",0.28%
+134,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$392,599.76",0.28%
+135,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$952,265.57",0.28%
+136,468,Outpatient care centers,"$330,858,673.33","$915,267.39",0.28%
+137,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$506,086.71",0.27%
+138,513,Other state government enterprises,"$14,156,836.55","$38,210.92",0.27%
+139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$2,881,837.79",0.27%
+140,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,768.74",0.26%
+141,242,Metal coating and nonprecious engraving,"$8,101,071.47","$20,790.95",0.26%
+142,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$314,943.75",0.26%
+143,415,Wired telecommunications carriers,"$765,674,352.28","$1,934,005.32",0.25%
+144,429,Other real estate,"$4,970,388,101.43","$12,498,374.85",0.25%
+145,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$359,774.88",0.25%
+146,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$113,077.96",0.25%
+147,3,Vegetable and melon farming,"$6,609,930.97","$16,314.21",0.25%
+148,104,Tobacco manufacturing,"$6,603,883.06","$16,053.43",0.24%
+149,398,Water transportation,"$11,961,984.14","$28,750.01",0.24%
+150,201,Gypsum product manufacturing,"$62,726,288.59","$149,365.87",0.24%
+151,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$32,201.03",0.24%
+152,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$11,748.29",0.24%
+153,469,Medical and diagnostic laboratories,"$105,938,912.27","$245,475.98",0.23%
+154,411,Motion picture and video industries,"$109,931,494.98","$248,439.87",0.23%
+155,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,092.20",0.23%
+156,239,Machine shops,"$129,567,269.37","$290,649.54",0.22%
+157,430,Tenant-occupied housing,"$1,046,341,198.42","$2,345,466.49",0.22%
+158,500,Death care services,"$46,286,967.10","$102,631.46",0.22%
+159,195,Cement manufacturing,"$132,407,672.79","$288,887.40",0.22%
+160,4,Fruit farming,"$384,884.42",$826.66,0.21%
+161,229,Plate work manufacturing,"$7,212,949.34","$15,378.69",0.21%
+162,471,Other ambulatory health care services,"$103,224,782.99","$203,977.69",0.20%
+163,467,Offices of other health practitioners,"$364,689,970.79","$704,655.32",0.19%
+164,391,Retail - Gasoline stores,"$487,933,166.50","$929,032.11",0.19%
+165,470,Home health care services,"$73,759,567.90","$140,423.03",0.19%
+166,501,Dry-cleaning and laundry services,"$83,675,246.11","$158,448.16",0.19%
+167,139,Paperboard container manufacturing,"$2,219,895.78","$4,080.37",0.18%
+168,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$2,644.46",0.18%
+169,486,Other amusement and recreation industries,"$263,123,626.14","$465,928.24",0.18%
+170,407,Book publishers,"$8,704,740.33","$14,598.56",0.17%
+171,125,Wood preservation,"$25,246,163.52","$41,376.34",0.16%
+172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,054.90",0.16%
+173,37,Electric power generation - Solar,"$4,333,055.09","$6,479.98",0.15%
+174,38,Electric power generation - Wind,"$185,428,436.16","$277,303.96",0.15%
+175,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$2,872,808.48",0.15%
+176,485,Gambling industries (except casino hotels),"$417,593,840.35","$622,971.19",0.15%
+177,27,Sand and gravel mining,"$216,223,131.49","$309,026.12",0.14%
+178,488,Bowling centers,"$21,593,225.39","$29,792.34",0.14%
+179,480,Racing and Track Operation,"$6,801,162.46","$9,274.47",0.14%
+180,442,Computer systems design services,"$304,936,867.78","$402,203.83",0.13%
+181,144,Printing,"$57,542,256.23","$72,560.24",0.13%
+182,368,Sign manufacturing,"$23,533,228.46","$28,802.43",0.12%
+183,434,Video tape and disc rental,"$3,473,473.59","$4,236.36",0.12%
+184,174,Explosives manufacturing,"$52,050,877.00","$63,032.20",0.12%
+185,124,Sawmills,"$141,329,754.94","$167,799.25",0.12%
+186,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$4,937.30",0.12%
+187,226,Handtool manufacturing,"$14,510,909.57","$14,555.96",0.10%
+188,397,Rail transportation,"$1,846,923,315.97","$1,835,886.34",0.10%
+189,456,Travel arrangement and reservation services,"$498,338,395.79","$489,431.72",0.10%
+190,220,Nonferrous metal foundries,"$16,365,994.89","$15,642.94",0.10%
+191,146,Petroleum refineries,"$6,572,475,454.77","$5,935,369.31",0.09%
+192,228,Fabricated structural metal manufacturing,"$108,558,620.40","$95,257.17",0.09%
+193,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,510.77",0.09%
+194,238,Spring and wire product manufacturing,"$10,164,502.90","$8,513.38",0.08%
+195,100,Manufactured ice,"$3,942,329.02","$3,296.39",0.08%
+196,490,Other accommodations,"$130,132,793.65","$106,717.17",0.08%
+197,235,Metal cans manufacturing,"$84,837,591.04","$67,059.82",0.08%
+198,16,Commercial logging,"$38,196,492.13","$29,379.59",0.08%
+199,446,Scientific research and development services,"$1,017,623,425.88","$720,407.40",0.07%
+200,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,396.61",0.07%
+201,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$61,041.92",0.07%
+202,32,Metal mining services,"$40,137,198.28","$26,108.07",0.07%
+203,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$7,366.73",0.06%
+204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$648,178.49",0.06%
+205,441,Custom computer programming services,"$266,955,199.74","$168,154.55",0.06%
+206,175,Custom compounding of purchased resins,"$17,576,678.87","$11,038.50",0.06%
+207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$50,519.85",0.06%
+208,185,Other plastics product manufacturing,"$54,262,105.84","$28,164.95",0.05%
+209,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,097.76",0.05%
+210,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$42,351.61",0.05%
+211,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,459.83",0.05%
+212,99,Bottled and canned soft drinks and water,"$177,852,624.62","$83,557.40",0.05%
+213,10,All other crop farming,"$163,550,998.97","$75,700.69",0.05%
+214,18,Commercial hunting and trapping,"$23,256,232.55","$10,277.02",0.04%
+215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$77,355.81",0.04%
+216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$13,605.04",0.04%
+217,251,Other fabricated metal manufacturing,"$30,533,977.78","$10,965.42",0.04%
+218,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$37,527.22",0.03%
+219,20,Oil and gas extraction,"$4,984,035,362.50","$1,475,512.22",0.03%
+220,329,Travel trailer and camper manufacturing,"$11,059,948.62","$3,083.85",0.03%
+221,401,Pipeline transportation,"$1,611,889,849.10","$446,501.20",0.03%
+222,102,Wineries,"$2,616,541.19",$681.55,0.03%
+223,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,157.61",0.02%
+224,231,Sheet metal work manufacturing,"$2,174,657.13",$511.89,0.02%
+225,13,Poultry and egg production,"$69,842,214.62","$16,389.66",0.02%
+226,116,Other textile product mills,"$18,711,047.72","$3,933.43",0.02%
+227,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$912.19,0.02%
+228,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,351.80",0.02%
+229,19,Support activities for agriculture and forestry,"$44,762,204.87","$9,102.75",0.02%
+230,101,Breweries,"$54,815,146.01","$11,126.63",0.02%
+231,79,Fluid milk manufacturing,"$4,900,848.36",$882.01,0.02%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$128.91,0.02%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$6,594.03",0.02%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$9,976.92",0.02%
+235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$504.04,0.01%
+236,2,Grain farming,"$130,099,289.43","$16,250.69",0.01%
+237,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$63,360.93",0.01%
+238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,111.41",0.01%
+239,265,Industrial mold manufacturing,"$419,356.03",$48.04,0.01%
+240,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$12,193.47",0.01%
+241,59,Other animal food manufacturing,"$23,797,093.38","$2,414.55",0.01%
+242,151,Petrochemical manufacturing,"$673,077,918.86","$67,993.99",0.01%
+243,188,Other rubber product manufacturing,"$4,573,849.57",$443.00,0.01%
+244,85,Meat processed from carcasses,"$59,683,965.53","$5,762.17",0.01%
+245,370,Musical instrument manufacturing,"$937,638.70",$89.97,0.01%
+246,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$605.88,0.01%
+247,354,Custom architectural woodwork and millwork,"$78,271.86",$7.29,0.01%
+248,62,Malt manufacturing,"$10,977,359.34","$1,020.48",0.01%
+249,373,Burial casket manufacturing,"$6,137,323.55",$566.29,0.01%
+250,66,Breakfast cereal manufacturing,"$8,312,290.22",$721.19,0.01%
+251,93,Other snack food manufacturing,"$10,656,196.90",$923.63,0.01%
+252,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$553.63,0.01%
+253,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,168.92",0.01%
+254,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,678.56",0.01%
+255,15,"Forestry, forest products, and timber tract production","$319,991.92",$26.54,0.01%
+256,311,Lighting fixture manufacturing,"$8,501,584.76",$690.02,0.01%
+257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$1,665.21",0.01%
+258,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,581.73",0.01%
+259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$735.43,0.01%
+260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$86.54,0.01%
+261,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$36,834.40",0.01%
+262,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$197.91,0.01%
+263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$4,832.27",0.00%
+264,353,Wood office furniture manufacturing,"$616,006.76",$28.50,0.00%
+265,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$960.89,0.00%
+266,84,"Animal, except poultry, slaughtering","$216,958,801.29","$9,903.92",0.00%
+267,260,All other industrial machinery manufacturing,"$303,218.25",$13.67,0.00%
+268,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$7,174.44",0.00%
+269,358,Blind and shade manufacturing,"$111,215.22",$4.65,0.00%
+270,9,Sugarcane and sugar beet farming,"$62,280,333.14","$2,599.22",0.00%
+271,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.41,0.00%
+272,94,Coffee and tea manufacturing,"$30,751,047.34","$1,246.01",0.00%
+273,67,Beet sugar manufacturing,"$209,970,196.03","$7,819.24",0.00%
+274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$74.61,0.00%
+275,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,764.43",0.00%
+276,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$293.52,0.00%
+277,24,Gold ore and silver ore mining,"$40,475,210.09","$1,299.64",0.00%
+278,97,Spice and extract manufacturing,"$12,042,344.87",$369.18,0.00%
+279,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$95.56,0.00%
+280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$28.12,0.00%
+281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$137.69,0.00%
+282,173,Printing ink manufacturing,"$6,373,572.26",$165.53,0.00%
+283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$4,821.14",0.00%
+284,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$23,316.34",0.00%
+285,58,Dog and cat food manufacturing,"$23,319,111.08",$530.71,0.00%
+286,302,Automatic environmental control manufacturing,"$4,809,195.11",$108.98,0.00%
+287,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$10,273.55",0.00%
+288,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$176.26,0.00%
+289,292,Other communications equipment manufacturing,"$381,770.64",$7.76,0.00%
+290,86,Rendering and meat byproduct processing,"$169,552.02",$3.38,0.00%
+291,118,Cut and sew apparel contractors,"$624,247.24",$12.31,0.00%
+292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$207.62,0.00%
+293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,213.53",0.00%
+294,122,Footwear manufacturing,"$1,145,231.54",$19.39,0.00%
+295,247,Small arms ammunition manufacturing,"$130,897.97",$2.16,0.00%
+296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$263.64,0.00%
+297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$25,006.69",0.00%
+298,121,Leather and hide tanning and finishing,"$1,328,163.62",$19.71,0.00%
+299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$209.66,0.00%
+300,123,Other leather and allied product manufacturing,"$17,594,328.12",$248.33,0.00%
+301,113,Curtain and linen mills,"$612,878.58",$8.60,0.00%
+302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$15,565.05",0.00%
+303,12,Dairy cattle and milk production,"$62,699,899.43",$747.22,0.00%
+304,114,Textile bag and canvas mills,"$11,730,951.51",$137.55,0.00%
+305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$32.06,0.00%
+306,103,Distilleries,"$59,042,281.71",$592.30,0.00%
+307,172,Toilet preparation manufacturing,"$51,736,916.86",$513.18,0.00%
+308,363,Dental laboratories,"$2,922,984.08",$27.71,0.00%
+309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$738.84,0.00%
+310,31,Support activities for oil and gas operations,"$1,698,256,439.85","$14,028.71",0.00%
+311,1,Oilseed farming,"$938,686.11",$6.45,0.00%
+312,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$7.45,0.00%
+313,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$244.93,0.00%
+314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$71.28,0.00%
+315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$55.38,0.00%
+316,33,Other nonmetallic minerals services,"$83,884,373.37",$409.75,0.00%
+317,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$18.14,0.00%
+318,109,Knit fabric mills,"$9,334,399.88",$34.24,0.00%
+319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$85.45,0.00%
+320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.30,0.00%
+321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$67.32,0.00%
+322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$8.30,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.36,0.00%
+324,25,Other metal ore mining,"$65,796,499.90",$83.28,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$39.72,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$82.74,0.00%
+327,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+328,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+329,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
 330,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
-331,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
-332,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
-333,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
-334,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
-335,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
-336,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
-337,511,State government passenger transit,$0.00,$0.00,0.00%
-338,412,Sound recording industries,$0.00,$0.00,0.00%
-339,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-340,200,Lime manufacturing,$0.00,$0.00,0.00%
-341,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
-342,91,Tortilla manufacturing,$0.00,$0.00,0.00%
-343,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
-344,237,Hardware manufacturing,$0.00,$0.00,0.00%
-345,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
-346,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
-347,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
-348,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
-349,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
-350,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
-351,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
-352,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
-353,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
-354,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
-355,61,Rice milling,$0.00,$0.00,0.00%
-356,193,Glass container manufacturing,$0.00,$0.00,0.00%
-357,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
-358,137,Paper mills,$0.00,$0.00,0.00%
-359,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
-360,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
-361,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
-362,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
-363,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
-364,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
-365,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
-366,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
-367,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
-368,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
-369,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
-370,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
-371,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
-372,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
-373,8,Cotton farming,$0.00,$0.00,0.00%
-374,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
-375,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
-376,141,Stationery product manufacturing,$0.00,$0.00,0.00%
-377,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
-378,138,Paperboard mills,$0.00,$0.00,0.00%
-379,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
-380,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
-381,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
-382,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
-383,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-384,117,Apparel knitting mills,$0.00,$0.00,0.00%
-385,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
-386,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
-387,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
-388,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
-389,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
-390,60,Flour milling,$0.00,$0.00,0.00%
-391,191,Flat glass manufacturing,$0.00,$0.00,0.00%
-392,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
-393,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
-394,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
-395,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
-396,23,Iron ore mining,$0.00,$0.00,0.00%
-397,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
-398,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
-399,111,Fabric coating mills,$0.00,$0.00,0.00%
-400,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
-401,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
-402,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
-403,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
-404,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
-405,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
-406,83,Poultry processing,$0.00,$0.00,0.00%
-407,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
-408,63,Wet corn milling,$0.00,$0.00,0.00%
-409,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
-410,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
-411,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
-412,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
-413,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
-414,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
-415,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
-416,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
-417,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
-418,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
-419,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
-420,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
-421,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
-422,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
-423,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
-424,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
-425,409,Greeting card publishing,$0.00,$0.00,0.00%
-426,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
-427,268,Machine tool manufacturing,$0.00,$0.00,0.00%
-428,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
-429,98,All other food manufacturing,$0.00,$0.00,0.00%
-430,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
-431,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
-432,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
-433,318,Battery manufacturing,$0.00,$0.00,0.00%
-434,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
-435,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
-436,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
-437,145,Support activities for printing,$0.00,$0.00,0.00%
-438,357,Mattress manufacturing,$0.00,$0.00,0.00%
-439,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
-440,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
-441,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
-442,17,Commercial fishing,$0.00,$0.00,0.00%
-443,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
-444,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
-445,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
-446,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
-447,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
-448,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-449,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
-450,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
-451,168,Adhesive manufacturing,$0.00,$0.00,0.00%
-452,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
-453,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
-454,186,Tire manufacturing,$0.00,$0.00,0.00%
-455,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
-456,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
-457,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
-458,112,Carpet and rug mills,$0.00,$0.00,0.00%
-459,219,Ferrous metal foundries,$0.00,$0.00,0.00%
-460,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
-461,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
-462,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
-463,5,Tree nut farming,$0.00,$0.00,0.00%
-464,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-465,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
-466,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
-467,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
-468,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
-469,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
-470,321,Wiring device manufacturing,$0.00,$0.00,0.00%
-471,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
-472,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
-473,241,Metal heat treating,$0.00,$0.00,0.00%
-474,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
-475,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
-476,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
-477,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
-478,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
-479,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
-480,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
-481,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
-482,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
-483,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
-484,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
-485,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
-486,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
-487,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
-488,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
-489,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
-490,77,Cheese manufacturing,$0.00,$0.00,0.00%
-491,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
-492,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
-493,328,Motor home manufacturing,$0.00,$0.00,0.00%
-494,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
-495,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
-496,210,Steel wire drawing,$0.00,$0.00,0.00%
-497,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
-498,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
-499,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
-500,75,Canned specialties,$0.00,$0.00,0.00%
-501,343,Ship building and repairing,$0.00,$0.00,0.00%
-502,41,Electric power generation - All other,$0.00,$0.00,0.00%
-503,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
-504,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
-505,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
-506,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
-507,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
-508,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
-509,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
-510,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
-511,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
-512,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
-513,7,Tobacco farming,$0.00,$0.00,0.00%
-514,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
-515,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
-516,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
-517,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
-518,344,Boat building,$0.00,$0.00,0.00%
-519,161,Fertilizer mixing,$0.00,$0.00,0.00%
-520,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
-521,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
-522,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
-523,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
-524,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
-525,136,Pulp mills,$0.00,$0.00,0.00%
-526,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+331,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+332,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+333,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+334,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+335,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+336,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+337,77,Cheese manufacturing,$0.00,$0.00,0.00%
+338,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+339,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+340,83,Poultry processing,$0.00,$0.00,0.00%
+341,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+342,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+343,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+344,98,All other food manufacturing,$0.00,$0.00,0.00%
+345,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+346,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+347,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+348,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+349,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+350,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+351,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+352,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+353,61,Rice milling,$0.00,$0.00,0.00%
+354,145,Support activities for printing,$0.00,$0.00,0.00%
+355,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+356,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+357,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+358,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+359,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+360,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+361,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+362,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+363,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+364,7,Tobacco farming,$0.00,$0.00,0.00%
+365,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+366,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+367,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+368,412,Sound recording industries,$0.00,$0.00,0.00%
+369,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+370,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+371,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+372,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+373,237,Hardware manufacturing,$0.00,$0.00,0.00%
+374,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+375,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+376,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+377,200,Lime manufacturing,$0.00,$0.00,0.00%
+378,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+379,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+380,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+381,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+382,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+383,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+384,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+385,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+386,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+387,23,Iron ore mining,$0.00,$0.00,0.00%
+388,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+389,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+390,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+391,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+392,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+393,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+394,111,Fabric coating mills,$0.00,$0.00,0.00%
+395,60,Flour milling,$0.00,$0.00,0.00%
+396,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+397,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+398,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+399,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+400,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+401,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+402,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+403,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+404,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+405,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+406,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+407,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+408,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+409,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+410,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+411,193,Glass container manufacturing,$0.00,$0.00,0.00%
+412,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+413,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+414,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+415,137,Paper mills,$0.00,$0.00,0.00%
+416,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+417,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+418,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+419,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+420,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+421,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+422,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+423,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+424,409,Greeting card publishing,$0.00,$0.00,0.00%
+425,8,Cotton farming,$0.00,$0.00,0.00%
+426,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+427,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+428,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+429,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+430,17,Commercial fishing,$0.00,$0.00,0.00%
+431,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+432,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+433,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+434,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+435,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+436,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+437,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+438,117,Apparel knitting mills,$0.00,$0.00,0.00%
+439,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+440,138,Paperboard mills,$0.00,$0.00,0.00%
+441,63,Wet corn milling,$0.00,$0.00,0.00%
+442,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+443,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+444,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+445,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+446,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+447,328,Motor home manufacturing,$0.00,$0.00,0.00%
+448,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+449,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+450,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+451,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+452,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+453,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+454,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+455,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+456,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+457,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+458,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+459,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+460,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+461,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+462,241,Metal heat treating,$0.00,$0.00,0.00%
+463,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+464,318,Battery manufacturing,$0.00,$0.00,0.00%
+465,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+466,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+467,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+468,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+469,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+470,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+471,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+472,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+473,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+474,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+475,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+476,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+477,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+478,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+479,161,Fertilizer mixing,$0.00,$0.00,0.00%
+480,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+481,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+482,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+483,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+484,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+485,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+486,511,State government passenger transit,$0.00,$0.00,0.00%
+487,5,Tree nut farming,$0.00,$0.00,0.00%
+488,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+489,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+490,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+491,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+492,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+493,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+494,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+495,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+496,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+497,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+498,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+499,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+500,186,Tire manufacturing,$0.00,$0.00,0.00%
+501,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+502,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+503,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+504,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+505,357,Mattress manufacturing,$0.00,$0.00,0.00%
+506,112,Carpet and rug mills,$0.00,$0.00,0.00%
+507,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+508,41,Electric power generation - All other,$0.00,$0.00,0.00%
+509,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+510,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+511,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+512,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+513,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+514,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+515,344,Boat building,$0.00,$0.00,0.00%
+516,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+517,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+518,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+519,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+520,210,Steel wire drawing,$0.00,$0.00,0.00%
+521,512,State government electric utilities,$0.00,$0.00,0.00%
+522,75,Canned specialties,$0.00,$0.00,0.00%
+523,136,Pulp mills,$0.00,$0.00,0.00%
+524,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+525,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+526,343,Ship building and repairing,$0.00,$0.00,0.00%
 527,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
-528,512,State government electric utilities,$0.00,$0.00,0.00%
+528,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2029/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2029/occupation_impacts_table.csv
index 0ffd818..ac57640 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2029/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2029/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,89.98,86.23,"$11,131,057.52","$2,073,818.00","$13,204,875.52","201,042.53"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",17.80,17.15,"$2,841,313.48","$546,924.09","$3,388,237.56","38,450.49"
-11-3000,Operations Specialties Managers,47.71,46.34,"$7,041,120.94","$1,370,722.47","$8,411,843.41","102,754.28"
-11-9000,Other Management Occupations,151.77,146.26,"$10,627,242.33","$1,911,982.27","$12,539,224.60","329,168.04"
-13-1000,Business Operations Specialists,216.75,209.40,"$14,455,466.51","$2,665,935.62","$17,121,402.12","439,660.71"
-13-2000,Financial Specialists,44.56,43.08,"$3,551,018.17","$643,785.30","$4,194,803.47","89,339.23"
-15-1200,Computer Occupations,33.72,32.62,"$3,881,566.23","$726,974.86","$4,608,541.09","67,379.63"
-15-2000,Mathematical Science Occupations,2.24,2.17,"$270,464.56","$48,839.09","$319,303.64","4,452.43"
-17-1000,"Architects, Surveyors, and Cartographers",4.69,4.53,"$250,608.49","$42,843.42","$293,451.90","9,541.61"
-17-2000,Engineers,95.24,92.91,"$8,575,228.61","$1,732,726.50","$10,307,955.11","198,192.07"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.10,25.52,"$1,971,745.79","$400,285.26","$2,372,031.05","51,644.31"
-19-1000,Life Scientists,0.65,0.61,"$61,560.28","$10,547.24","$72,107.51","1,271.15"
-19-2000,Physical Scientists,0.92,0.89,"$110,286.66","$21,808.77","$132,095.43","1,851.76"
-19-3000,Social Scientists and Related Workers,0.43,0.39,"$40,212.87","$7,324.76","$47,537.63",782.97
-19-4000,"Life, Physical, and Social Science Technicians",1.33,1.28,"$98,063.70","$19,255.44","$117,319.14","2,460.76"
-19-5000,Occupational Health and Safety Specialists and Technicians,10.77,10.44,"$592,315.69","$110,371.54","$702,687.22","21,836.57"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",5.96,5.33,"$290,522.54","$54,872.48","$345,395.02","10,344.55"
-21-2000,Religious Workers,1.93,1.67,"$81,903.51","$11,903.17","$93,806.68","3,816.15"
-23-1000,"Lawyers, Judges, and Related Workers",3.98,3.82,"$632,305.33","$109,556.26","$741,861.59","8,526.88"
-23-2000,Legal Support Workers,2.25,2.15,"$123,590.01","$21,166.20","$144,756.21","4,046.87"
-25-1000,Postsecondary Teachers,0.98,0.89,"$63,563.89","$14,150.26","$77,714.15","1,462.48"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",3.45,3.03,"$131,906.97","$25,013.11","$156,920.07","5,865.22"
-25-3000,Other Teachers and Instructors,2.72,2.43,"$100,406.63","$19,919.47","$120,326.10","3,464.36"
-25-4000,"Librarians, Curators, and Archivists",0.15,0.13,"$7,302.08","$1,245.83","$8,547.92",243.16
-25-9000,Other Educational Instruction and Library Occupations,1.92,1.70,"$68,951.26","$13,016.94","$81,968.20","2,691.83"
-27-1000,Art and Design Workers,4.90,4.67,"$339,494.49","$61,530.19","$401,024.68","8,886.72"
-27-2000,"Entertainers and Performers, Sports and Related Workers",2.09,1.86,"$116,780.58","$20,118.33","$136,898.91","2,931.97"
-27-3000,Media and Communication Workers,3.93,3.73,"$278,676.52","$51,384.36","$330,060.89","7,307.44"
-27-4000,Media and Communication Equipment Workers,1.30,1.22,"$73,066.53","$12,414.61","$85,481.14","2,220.69"
-29-1000,Healthcare Diagnosing or Treating Practitioners,17.69,16.28,"$2,177,230.04","$425,005.80","$2,602,235.84","31,860.70"
-29-2000,Health Technologists and Technicians,9.11,8.34,"$509,655.42","$99,991.49","$609,646.91","16,023.08"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.32,0.30,"$22,249.68","$4,213.85","$26,463.52",602.36
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",16.85,15.04,"$495,102.76","$96,401.59","$591,504.35","26,411.01"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.64,0.59,"$27,975.00","$5,562.99","$33,537.99",956.61
-31-9000,Other Healthcare Support Occupations,6.78,6.20,"$265,016.08","$50,289.91","$315,305.99","10,960.81"
-33-1000,Supervisors of Protective Service Workers,0.55,0.51,"$42,393.28","$7,786.97","$50,180.25","1,176.07"
-33-2000,Firefighting and Prevention Workers,0.62,0.57,"$22,318.26","$3,866.14","$26,184.40","1,562.84"
-33-3000,Law Enforcement Workers,0.09,0.08,"$5,403.99","$1,300.97","$6,704.96",194.47
-33-9000,Other Protective Service Workers,10.74,9.87,"$527,794.20","$93,456.77","$621,250.97","17,567.19"
-35-1000,Supervisors of Food Preparation and Serving Workers,8.52,6.79,"$387,226.73","$54,885.45","$442,112.18","14,197.83"
-35-2000,Cooks and Food Preparation Workers,22.55,18.32,"$597,116.47","$87,135.10","$684,251.57","30,674.23"
-35-3000,Food and Beverage Serving Workers,45.03,35.92,"$1,048,560.80","$146,753.88","$1,195,314.68","48,971.07"
-35-9000,Other Food Preparation and Serving Related Workers,9.30,7.43,"$193,707.10","$27,215.85","$220,922.95","9,156.13"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.35,1.24,"$61,792.26","$10,994.88","$72,787.14","2,714.51"
-37-2000,Building Cleaning and Pest Control Workers,20.51,19.08,"$627,393.54","$118,094.98","$745,488.52","32,785.44"
-37-3000,Grounds Maintenance Workers,6.65,6.15,"$236,845.65","$41,779.67","$278,625.31","11,298.02"
-39-1000,Supervisors of Personal Care and Service Workers,0.80,0.70,"$42,659.93","$9,017.54","$51,677.47","1,409.76"
-39-2000,Animal Care and Service Workers,1.16,1.02,"$28,337.38","$4,241.19","$32,578.57","1,552.45"
-39-3000,Entertainment Attendants and Related Workers,2.47,2.13,"$64,468.85","$14,237.09","$78,705.94","2,800.86"
-39-4000,Funeral Service Workers,0.19,0.17,"$6,370.12",$915.95,"$7,286.07",299.63
-39-5000,Personal Appearance Workers,1.29,1.11,"$40,627.41","$6,087.81","$46,715.23","1,745.39"
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.22,0.20,"$7,856.04","$1,468.29","$9,324.33",345.41
-39-7000,Tour and Travel Guides,0.93,0.86,"$50,990.06","$9,186.15","$60,176.21","1,008.11"
-39-9000,Other Personal Care and Service Workers,4.98,4.32,"$112,416.85","$20,263.94","$132,680.80","5,784.09"
-41-1000,Supervisors of Sales Workers,10.83,9.81,"$804,071.91","$162,219.61","$966,291.52","21,506.84"
-41-2000,Retail Sales Workers,54.66,48.09,"$1,778,626.89","$369,038.00","$2,147,664.88","76,544.64"
-41-3000,"Sales Representatives, Services",18.85,18.02,"$1,282,863.08","$225,712.59","$1,508,575.68","37,692.97"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",38.83,37.82,"$3,780,930.91","$711,233.75","$4,492,164.66","81,990.61"
-41-9000,Other Sales and Related Workers,4.87,4.64,"$377,976.83","$71,950.33","$449,927.15","9,086.90"
-43-1000,Supervisors of Office and Administrative Support Workers,19.77,18.95,"$1,394,198.39","$270,261.78","$1,664,460.17","39,052.40"
-43-2000,Communications Equipment Operators,0.15,0.14,"$7,095.77","$1,315.42","$8,411.19",256.19
-43-3000,Financial Clerks,45.34,43.55,"$2,052,720.98","$383,064.95","$2,435,785.93","80,708.92"
-43-4000,Information and Record Clerks,38.99,37.00,"$1,998,793.32","$380,374.59","$2,379,167.92","65,614.68"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",48.52,46.33,"$2,985,255.30","$706,090.22","$3,691,345.51","93,461.55"
-43-6000,Secretaries and Administrative Assistants,44.80,42.90,"$1,836,490.54","$338,552.91","$2,175,043.45","79,527.25"
-43-9000,Other Office and Administrative Support Workers,58.20,55.84,"$2,034,004.80","$376,278.11","$2,410,282.91","94,859.22"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.05,"$4,413.00",$879.06,"$5,292.07",121.23
-45-2000,Agricultural Workers,0.76,0.70,"$39,092.76","$7,605.71","$46,698.47","1,347.25"
-45-3000,Fishing and Hunting Workers,0.00,0.00,$28.71,$7.64,$36.35,1.54
-45-4000,"Forest, Conservation, and Logging Workers",0.07,0.06,"$3,685.58",$905.95,"$4,591.53",144.50
-47-1000,Supervisors of Construction and Extraction Workers,163.09,157.76,"$6,911,735.18","$1,212,611.63","$8,124,346.81","351,450.19"
-47-2000,Construction Trades Workers,517.14,500.41,"$17,197,884.87","$3,054,886.09","$20,252,770.95","977,887.44"
-47-3000,"Helpers, Construction Trades",11.52,11.14,"$244,447.22","$42,589.48","$287,036.70","18,830.25"
-47-4000,Other Construction and Related Workers,7.41,7.18,"$397,094.73","$75,972.51","$473,067.24","14,641.14"
-47-5000,Extraction Workers,18.23,17.93,"$411,588.72","$92,106.65","$503,695.37","43,326.38"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",13.56,12.95,"$1,112,354.14","$219,684.96","$1,332,039.11","30,019.65"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.05,4.79,"$352,228.63","$70,179.71","$422,408.34","10,612.25"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",34.86,32.08,"$1,978,097.11","$369,241.09","$2,347,338.19","70,064.79"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",78.47,75.90,"$4,926,328.59","$971,275.28","$5,897,603.87","161,326.30"
-51-1000,Supervisors of Production Workers,38.63,37.90,"$3,874,921.34","$791,062.55","$4,665,983.89","85,458.70"
-51-2000,Assemblers and Fabricators,161.28,158.45,"$10,148,524.05","$2,101,970.52","$12,250,494.57","314,499.30"
-51-3000,Food Processing Workers,1.80,1.55,"$69,123.51","$15,305.00","$84,428.50","3,001.31"
-51-4000,Metal Workers and Plastic Workers,194.34,190.73,"$13,419,606.76","$2,712,348.45","$16,131,955.21","398,208.91"
-51-5100,Printing Workers,0.71,0.68,"$42,264.10","$7,997.65","$50,261.75","1,314.41"
-51-6000,"Textile, Apparel, and Furnishings Workers",1.65,1.52,"$68,612.11","$12,371.97","$80,984.08","2,824.80"
-51-7000,Woodworkers,1.77,1.72,"$81,000.63","$15,621.86","$96,622.49","3,396.71"
-51-8000,Plant and System Operators,2.15,2.10,"$169,666.72","$47,814.57","$217,481.29","4,536.92"
-51-9000,Other Production Occupations,86.04,84.23,"$5,612,441.24","$1,145,137.36","$6,757,578.61","167,718.19"
-53-1000,Supervisors of Transportation and Material Moving Workers,7.86,7.48,"$597,708.34","$120,301.24","$718,009.58","16,703.53"
-53-2000,Air Transportation Workers,1.05,0.99,"$132,165.04","$30,232.36","$162,397.39","1,960.46"
-53-3000,Motor Vehicle Operators,58.06,54.81,"$3,392,939.71","$747,811.82","$4,140,751.53","117,673.21"
-53-4000,Rail Transportation Workers,0.75,0.70,"$65,790.86","$19,443.70","$85,234.56","1,780.92"
-53-5000,Water Transportation Workers,1.41,1.32,"$139,397.04","$25,466.70","$164,863.75","3,316.05"
-53-6000,Other Transportation Workers,2.62,2.31,"$98,120.49","$18,722.96","$116,843.46","4,024.33"
-53-7000,Material Moving Workers,99.82,95.41,"$4,766,422.24","$932,490.19","$5,698,912.43","170,802.35"
+11-1000,Top Executives,91.93,88.12,"$11,283,109.75","$2,104,204.58","$13,387,314.33","205,487.06"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",17.94,17.28,"$2,868,430.92","$551,566.27","$3,419,997.19","38,743.45"
+11-3000,Operations Specialties Managers,49.78,48.37,"$7,160,205.90","$1,395,243.73","$8,555,449.62","107,265.89"
+11-9000,Other Management Occupations,153.13,147.58,"$10,710,416.53","$1,929,121.23","$12,639,537.76","332,142.73"
+13-1000,Business Operations Specialists,218.66,211.26,"$14,562,553.57","$2,686,332.06","$17,248,885.63","443,490.40"
+13-2000,Financial Specialists,45.32,43.81,"$3,609,137.13","$654,004.44","$4,263,141.56","90,858.43"
+15-1200,Computer Occupations,34.04,32.92,"$3,926,914.58","$734,629.62","$4,661,544.20","67,996.03"
+15-2000,Mathematical Science Occupations,2.28,2.20,"$275,581.32","$49,712.61","$325,293.93","4,518.79"
+17-1000,"Architects, Surveyors, and Cartographers",5.17,5.00,"$261,863.17","$45,248.27","$307,111.44","10,534.66"
+17-2000,Engineers,97.75,95.38,"$8,657,665.10","$1,750,750.10","$10,408,415.20","203,837.27"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.17,25.58,"$1,977,082.65","$401,295.69","$2,378,378.34","51,775.71"
+19-1000,Life Scientists,0.66,0.62,"$63,105.78","$10,818.67","$73,924.45","1,300.41"
+19-2000,Physical Scientists,0.94,0.91,"$112,366.73","$22,233.17","$134,599.91","1,885.03"
+19-3000,Social Scientists and Related Workers,0.44,0.40,"$41,222.47","$7,506.78","$48,729.26",801.33
+19-4000,"Life, Physical, and Social Science Technicians",1.48,1.43,"$101,831.10","$20,092.31","$121,923.41","2,774.53"
+19-5000,Occupational Health and Safety Specialists and Technicians,11.42,11.07,"$608,747.12","$114,127.21","$722,874.32","23,181.46"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",6.09,5.45,"$297,218.03","$56,133.49","$353,351.52","10,578.62"
+21-2000,Religious Workers,1.97,1.71,"$83,773.89","$12,175.20","$95,949.08","3,902.94"
+23-1000,"Lawyers, Judges, and Related Workers",4.06,3.90,"$646,668.28","$111,982.47","$758,650.75","8,700.58"
+23-2000,Legal Support Workers,2.30,2.20,"$126,695.80","$21,689.87","$148,385.67","4,144.53"
+25-1000,Postsecondary Teachers,1.00,0.91,"$65,004.99","$14,471.32","$79,476.32","1,495.67"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",3.53,3.10,"$134,888.49","$25,578.93","$160,467.42","5,997.83"
+25-3000,Other Teachers and Instructors,2.77,2.48,"$102,424.37","$20,326.42","$122,750.79","3,532.18"
+25-4000,"Librarians, Curators, and Archivists",0.15,0.13,"$7,470.95","$1,274.45","$8,745.41",248.64
+25-9000,Other Educational Instruction and Library Occupations,1.96,1.74,"$70,449.02","$13,300.73","$83,749.75","2,750.46"
+27-1000,Art and Design Workers,4.95,4.72,"$343,512.67","$62,199.07","$405,711.73","8,974.88"
+27-2000,"Entertainers and Performers, Sports and Related Workers",2.14,1.90,"$119,333.30","$20,555.03","$139,888.33","2,993.33"
+27-3000,Media and Communication Workers,3.99,3.78,"$282,717.83","$52,087.77","$334,805.59","7,405.93"
+27-4000,Media and Communication Equipment Workers,1.34,1.25,"$75,439.97","$12,791.95","$88,231.92","2,282.10"
+29-1000,Healthcare Diagnosing or Treating Practitioners,18.07,16.63,"$2,224,962.51","$434,349.72","$2,659,312.23","32,551.73"
+29-2000,Health Technologists and Technicians,9.31,8.52,"$520,874.23","$102,199.92","$623,074.15","16,374.34"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.33,0.30,"$22,778.99","$4,313.74","$27,092.73",616.09
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",17.22,15.36,"$505,775.92","$98,489.91","$604,265.83","26,987.02"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.66,0.60,"$28,601.91","$5,687.73","$34,289.63",977.99
+31-9000,Other Healthcare Support Occupations,6.93,6.34,"$270,880.20","$51,404.16","$322,284.36","11,203.39"
+33-1000,Supervisors of Protective Service Workers,0.56,0.51,"$43,100.42","$7,921.17","$51,021.59","1,188.59"
+33-2000,Firefighting and Prevention Workers,0.62,0.58,"$22,451.27","$3,890.33","$26,341.60","1,571.30"
+33-3000,Law Enforcement Workers,0.09,0.08,"$5,544.22","$1,345.44","$6,889.67",197.42
+33-9000,Other Protective Service Workers,11.11,10.23,"$537,455.94","$95,249.93","$632,705.86","18,211.68"
+35-1000,Supervisors of Food Preparation and Serving Workers,8.70,6.94,"$395,761.54","$56,102.83","$451,864.37","14,508.55"
+35-2000,Cooks and Food Preparation Workers,23.01,18.69,"$609,864.60","$88,994.63","$698,859.23","31,293.29"
+35-3000,Food and Beverage Serving Workers,46.01,36.70,"$1,071,369.12","$149,949.36","$1,221,318.48","50,034.19"
+35-9000,Other Food Preparation and Serving Related Workers,9.50,7.59,"$197,937.95","$27,808.80","$225,746.75","9,355.14"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.39,1.27,"$63,642.11","$11,319.80","$74,961.91","2,791.44"
+37-2000,Building Cleaning and Pest Control Workers,21.13,19.66,"$641,247.62","$120,767.05","$762,014.66","33,790.62"
+37-3000,Grounds Maintenance Workers,6.81,6.30,"$243,327.12","$42,908.71","$286,235.83","11,569.64"
+39-1000,Supervisors of Personal Care and Service Workers,0.82,0.72,"$43,640.88","$9,217.92","$52,858.80","1,441.74"
+39-2000,Animal Care and Service Workers,1.19,1.04,"$28,982.79","$4,338.02","$33,320.81","1,587.75"
+39-3000,Entertainment Attendants and Related Workers,2.53,2.17,"$65,929.71","$14,546.49","$80,476.20","2,862.49"
+39-4000,Funeral Service Workers,0.20,0.17,"$6,510.77",$936.10,"$7,446.87",306.26
+39-5000,Personal Appearance Workers,1.31,1.14,"$41,538.47","$6,224.24","$47,762.72","1,784.69"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.22,0.20,"$7,998.24","$1,494.84","$9,493.09",351.75
+39-7000,Tour and Travel Guides,0.96,0.88,"$52,442.75","$9,447.73","$61,890.48","1,036.48"
+39-9000,Other Personal Care and Service Workers,5.10,4.41,"$114,937.12","$20,717.56","$135,654.68","5,913.21"
+41-1000,Supervisors of Sales Workers,11.03,9.99,"$817,784.21","$164,918.68","$982,702.89","21,899.61"
+41-2000,Retail Sales Workers,55.78,49.08,"$1,814,995.99","$376,488.25","$2,191,484.24","78,090.30"
+41-3000,"Sales Representatives, Services",19.11,18.27,"$1,306,787.86","$229,767.57","$1,536,555.43","38,204.67"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",39.26,38.24,"$3,815,931.63","$717,042.49","$4,532,974.12","82,903.89"
+41-9000,Other Sales and Related Workers,4.93,4.70,"$381,674.25","$72,574.04","$454,248.29","9,182.70"
+43-1000,Supervisors of Office and Administrative Support Workers,20.15,19.32,"$1,411,729.69","$273,744.60","$1,685,474.29","39,804.68"
+43-2000,Communications Equipment Operators,0.16,0.14,"$7,232.90","$1,340.80","$8,573.70",261.07
+43-3000,Financial Clerks,46.16,44.35,"$2,078,507.64","$387,978.15","$2,466,485.79","82,192.28"
+43-4000,Information and Record Clerks,39.54,37.51,"$2,027,112.61","$385,498.84","$2,412,611.45","66,541.46"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",49.43,47.21,"$3,013,532.43","$714,143.64","$3,727,676.07","95,257.40"
+43-6000,Secretaries and Administrative Assistants,45.45,43.53,"$1,857,494.76","$342,510.96","$2,200,005.72","80,691.16"
+43-9000,Other Office and Administrative Support Workers,59.31,56.90,"$2,057,349.21","$380,833.94","$2,438,183.15","96,684.04"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.06,0.05,"$4,610.45",$924.47,"$5,534.92",126.65
+45-2000,Agricultural Workers,0.78,0.72,"$40,218.49","$7,818.05","$48,036.54","1,384.16"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$29.35,$7.81,$37.16,1.58
+45-4000,"Forest, Conservation, and Logging Workers",0.08,0.07,"$4,084.84","$1,029.90","$5,114.74",160.21
+47-1000,Supervisors of Construction and Extraction Workers,171.20,165.73,"$7,143,478.47","$1,265,799.15","$8,409,277.62","369,418.25"
+47-2000,Construction Trades Workers,534.38,517.37,"$17,530,718.67","$3,130,737.63","$20,661,456.30","1,014,284.73"
+47-3000,"Helpers, Construction Trades",11.53,11.15,"$244,859.79","$42,661.75","$287,521.54","18,846.16"
+47-4000,Other Construction and Related Workers,7.61,7.38,"$403,122.23","$77,374.96","$480,497.19","15,083.72"
+47-5000,Extraction Workers,49.77,48.97,"$948,851.71","$216,679.50","$1,165,531.21","117,557.27"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",16.36,15.70,"$1,202,385.71","$240,212.48","$1,442,598.19","36,359.19"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.21,4.95,"$359,927.37","$71,862.38","$431,789.75","10,955.84"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",40.22,37.31,"$2,102,109.51","$396,183.17","$2,498,292.68","81,711.57"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",87.18,84.44,"$5,102,009.76","$1,010,973.90","$6,112,983.65","179,688.65"
+51-1000,Supervisors of Production Workers,39.17,38.43,"$3,892,906.88","$795,238.81","$4,688,145.70","86,673.73"
+51-2000,Assemblers and Fabricators,161.36,158.53,"$10,153,075.42","$2,102,762.04","$12,255,837.47","314,657.14"
+51-3000,Food Processing Workers,1.83,1.58,"$70,576.35","$15,635.66","$86,212.01","3,063.62"
+51-4000,Metal Workers and Plastic Workers,195.69,192.06,"$13,450,020.55","$2,719,204.13","$16,169,224.68","401,011.65"
+51-5100,Printing Workers,0.71,0.69,"$42,586.38","$8,052.04","$50,638.42","1,326.98"
+51-6000,"Textile, Apparel, and Furnishings Workers",1.68,1.55,"$69,864.19","$12,582.70","$82,446.89","2,876.64"
+51-7000,Woodworkers,1.78,1.72,"$81,269.45","$15,668.28","$96,937.73","3,406.66"
+51-8000,Plant and System Operators,2.56,2.51,"$181,510.70","$50,971.86","$232,482.56","5,419.21"
+51-9000,Other Production Occupations,87.97,86.13,"$5,652,714.10","$1,154,279.65","$6,806,993.75","171,608.05"
+53-1000,Supervisors of Transportation and Material Moving Workers,8.56,8.17,"$621,463.41","$125,626.01","$747,089.42","18,240.74"
+53-2000,Air Transportation Workers,1.08,1.01,"$134,929.85","$30,858.27","$165,788.12","1,997.94"
+53-3000,Motor Vehicle Operators,61.58,58.24,"$3,483,604.64","$768,305.58","$4,251,910.22","125,053.76"
+53-4000,Rail Transportation Workers,0.97,0.92,"$78,146.39","$23,098.18","$101,244.57","2,330.22"
+53-5000,Water Transportation Workers,1.45,1.36,"$143,533.74","$26,217.38","$169,751.13","3,413.75"
+53-6000,Other Transportation Workers,2.67,2.36,"$100,416.67","$19,188.12","$119,604.79","4,107.53"
+53-7000,Material Moving Workers,106.90,102.33,"$4,897,809.92","$961,377.48","$5,859,187.39","184,196.46"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2029/tax_results.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2029/tax_results.csv
index 7cc6c66..7926b7a 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2029/tax_results.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2029/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$145,206.45","$1,213,688.67","$876,947.95","$5,636,197.61","$38,387,384.32","$46,259,424.99"
-2 - Indirect,"$114,990.19","$946,511.11","$668,029.24","$3,252,202.93","$8,775,654.54","$13,757,388.01"
-3 - Induced,"$141,548.37","$1,162,121.11","$816,908.03","$3,762,281.60","$6,623,743.02","$12,506,602.13"
-,"$401,745.01","$3,322,320.89","$2,361,885.21","$12,650,682.13","$53,786,781.88","$72,523,415.12"
+1 - Direct,"$188,065.65","$1,564,872.63","$1,123,044.26","$6,716,955.32","$39,248,608.64","$48,841,546.49"
+2 - Indirect,"$120,451.48","$991,369.61","$699,585.46","$3,399,044.59","$9,058,566.91","$14,269,018.05"
+3 - Induced,"$144,744.56","$1,188,362.05","$835,354.02","$3,847,237.35","$6,773,352.40","$12,789,050.38"
+,"$453,261.69","$3,744,604.29","$2,657,983.74","$13,963,237.26","$55,080,527.95","$75,899,614.92"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 8c1b413..ac044c6 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2029/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,348,624.57"
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,729.52"
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,846,246.27"
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,349,113.99"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,456,879.60"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,887,451.41"
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00"
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.22"
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.49"
-7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,962.56"
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,292.04"
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,586.83"
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,707,162.58"
-11,224,Nonferrous forging,"$17,187,170.89","$302,038.25"
-12,460,Other support services,"$116,743,407.01","$2,030,136.98"
-13,223,Iron and steel forging,"$52,274,449.17","$876,957.67"
-14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$16,049,266.12"
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,835,147.56"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,606.57"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.63"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,964.58"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,292.37"
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,711.21"
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,766,823.31"
+11,224,Nonferrous forging,"$17,187,170.89","$302,084.99"
+12,460,Other support services,"$116,743,407.01","$2,040,554.97"
+13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$16,496,334.14"
+14,223,Iron and steel forging,"$52,274,449.17","$877,089.96"
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,855,729.94"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2030/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2030/economic_indicators_by_impact.csv
index 1dd593f..6aeb5bb 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2030/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2030/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"3,825.02","$331,661,594.84","$451,875,645.23","$1,272,716,255.86"
-2 - Indirect,"1,117.31","$71,323,959.67","$120,661,575.44","$255,033,989.84"
-3 - Induced,"1,099.94","$50,450,550.80","$113,780,963.67","$203,194,716.59"
-,"6,042.28","$453,436,105.31","$686,318,184.33","$1,730,944,962.30"
+1 - Direct,"3,860.12","$338,260,576.11","$470,025,345.78","$1,303,406,255.86"
+2 - Indirect,"1,149.36","$73,583,934.60","$125,318,299.31","$264,866,874.66"
+3 - Induced,"1,125.90","$51,639,582.48","$116,462,003.65","$207,986,057.44"
+,"6,135.38","$463,484,093.20","$711,805,648.74","$1,776,259,187.96"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 4f4fb32..d226555 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2030/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,697,265.10",6828.16%
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,464.65",309.17%
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,693,819.43",149.62%
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,698,274.54",6828.18%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,774.21",309.17%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,778,806.09",149.69%
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00",76.24%
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,212.51",66.19%
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.03",63.98%
-7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,925.75",20.82%
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.17",15.95%
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,212.40",8.90%
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,428,295.09",5.41%
-11,224,Nonferrous forging,"$17,187,170.89","$604,079.65",3.51%
-12,460,Other support services,"$116,743,407.01","$4,063,974.15",3.48%
-13,223,Iron and steel forging,"$52,274,449.17","$1,753,925.68",3.36%
-14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,118,975.30",3.31%
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,681,073.37",3.23%
-16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$194,699.78",3.07%
-17,254,Construction machinery manufacturing,"$33,431,733.61","$883,451.11",2.64%
-18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$426,371.20",2.60%
-19,129,Wood windows and door manufacturing,"$6,006,154.37","$154,595.26",2.57%
-20,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$4,094.41",2.32%
-21,457,Investigation and security services,"$59,623,127.89","$1,378,750.39",2.31%
-22,454,Employment services,"$387,522,663.46","$8,928,796.83",2.30%
-23,199,Other concrete product manufacturing,"$20,536,708.26","$434,392.99",2.12%
-24,455,Business support services,"$81,622,923.15","$1,674,629.07",2.05%
-25,453,Facilities support services,"$18,809,929.65","$380,721.17",2.02%
-26,197,Concrete block and brick manufacturing,"$4,381,689.69","$86,938.64",1.98%
-27,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$9,939,246.13",1.75%
-28,451,Management of companies and enterprises,"$529,170,690.74","$9,214,240.96",1.74%
-29,399,Truck transportation,"$1,193,488,141.88","$18,658,725.52",1.56%
-30,440,Specialized design services,"$35,933,528.26","$554,049.33",1.54%
-31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$78,666.60",1.46%
-32,196,Ready-mix concrete manufacturing,"$285,491,907.84","$4,104,400.40",1.44%
-33,337,Aircraft manufacturing,"$86,772,712.07","$1,228,592.05",1.42%
-34,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$7,759,693.06",1.39%
-35,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,069,372.67",1.37%
-36,403,Couriers and messengers,"$213,253,723.63","$2,822,591.64",1.32%
-37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$1,158,661.07",1.31%
-38,508,Postal service,"$125,450,187.77","$1,541,125.82",1.23%
-39,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$1,122,615.20",1.22%
-40,447,"Advertising, public relations, and related services","$76,206,587.86","$889,459.65",1.17%
-41,26,Stone mining and quarrying,"$31,976,061.34","$364,093.82",1.14%
-42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$6,381,037.64",1.11%
-43,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$2,613,729.10",1.07%
-44,418,"Data processing, hosting, and related services","$291,048,307.59","$3,067,311.52",1.05%
-45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$5,873,051.76",1.04%
-46,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$1,534,056.92",0.99%
-47,432,Automotive equipment rental and leasing,"$102,405,091.42","$1,006,613.09",0.98%
-48,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$7,961,338.56",0.98%
-49,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$3,144,088.56",0.97%
-50,413,Radio and television broadcasting,"$128,460,835.20","$1,244,795.44",0.97%
-51,437,Legal services,"$411,686,987.07","$3,984,221.43",0.97%
-52,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$1,093,726.13",0.97%
-53,452,Office administrative services,"$121,416,424.85","$1,130,166.27",0.93%
-54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$1,000,200.47",0.91%
-55,406,Periodical publishers,"$16,212,170.93","$145,828.71",0.90%
-56,479,Commercial Sports Except Racing,"$3,476,338.42","$31,172.82",0.90%
-57,448,Photographic services,"$6,946,918.71","$62,293.97",0.90%
-58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$2,312,042.03",0.88%
-59,42,Electric power transmission and distribution,"$1,117,279,919.78","$9,664,667.24",0.87%
-60,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$4,598,799.64",0.86%
-61,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$2,633,635.24",0.84%
-62,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,853,551.68",0.84%
-63,43,Natural gas distribution,"$226,004,592.60","$1,870,479.46",0.83%
-64,404,Warehousing and storage,"$190,282,196.62","$1,561,723.22",0.82%
-65,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$11,245,779.96",0.82%
-66,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$1,044,769.82",0.82%
-67,458,Services to buildings,"$210,863,686.06","$1,718,423.26",0.81%
-68,414,Cable and other subscription programming,"$23,580,404.28","$191,439.79",0.81%
-69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$4,260,833.66",0.81%
-70,505,Business and professional associations,"$86,788,585.52","$696,575.41",0.80%
-71,509,Federal electric utilities,"$17,146,395.42","$134,729.18",0.79%
-72,487,Fitness and recreational sports centers,"$47,685,531.12","$374,224.44",0.78%
-73,492,Limited-service restaurants,"$1,041,352,547.93","$8,131,939.58",0.78%
-74,408,"Directory, mailing list, and other publishers","$4,955,701.45","$38,688.18",0.78%
-75,431,Owner-occupied housing,"$4,444,497,247.52","$34,391,808.54",0.77%
-76,466,Offices of dentists,"$271,899,263.02","$2,067,281.81",0.76%
-77,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$186,421.21",0.76%
-78,410,Software publishers,"$184,892,079.62","$1,400,784.83",0.76%
-79,472,Hospitals,"$775,130,452.97","$5,855,403.19",0.76%
-80,499,Personal care services,"$105,986,766.41","$797,480.41",0.75%
-81,396,Air transportation,"$185,983,832.23","$1,393,522.62",0.75%
-82,390,Retail - Health and personal care stores,"$189,122,051.74","$1,414,342.61",0.75%
-83,495,Car washes,"$60,896,626.31","$451,688.87",0.74%
-84,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$62,891.44",0.74%
-85,443,"Other computer related services, including facilities management","$44,926,337.84","$330,554.20",0.74%
-86,491,Full-service restaurants,"$957,773,115.52","$7,043,902.45",0.74%
-87,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$942,298.27",0.73%
-88,462,Elementary and secondary schools,"$34,238,275.96","$250,203.33",0.73%
-89,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$7,206,089.02",0.73%
-90,394,Retail - General merchandise stores,"$553,647,942.57","$4,030,442.30",0.73%
-91,425,Direct life insurance carriers,"$42,208,644.52","$306,482.87",0.73%
-92,387,Retail - Electronics and appliance stores,"$60,211,745.28","$435,655.04",0.72%
-93,514,Local government passenger transit,"$2,981,749.49","$21,332.60",0.72%
-94,389,Retail - Food and beverage stores,"$517,469,128.57","$3,671,958.04",0.71%
-95,475,Individual and family services,"$223,584,092.68","$1,577,374.13",0.71%
-96,515,Local government electric utilities,"$7,801,045.18","$54,981.24",0.70%
-97,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,598,066.62",0.70%
-98,461,Waste management and remediation services,"$225,632,059.53","$1,579,035.38",0.70%
-99,400,Transit and ground passenger transportation,"$87,175,571.40","$602,107.34",0.69%
-100,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,704,025.57",0.69%
-101,478,Performing arts companies,"$63,413,148.22","$434,338.43",0.68%
-102,484,Amusement parks and arcades,"$8,147,368.71","$55,797.46",0.68%
-103,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$1,417,668.74",0.68%
-104,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$18,954.30",0.67%
-105,459,Landscape and horticultural services,"$275,016,411.40","$1,820,432.38",0.66%
-106,405,Newspaper publishers,"$75,385,661.65","$496,708.35",0.66%
-107,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$31,554.51",0.65%
-108,465,Offices of physicians,"$740,188,232.97","$4,819,839.11",0.65%
-109,426,"Insurance carriers, except direct life","$545,149,698.92","$3,530,423.02",0.65%
-110,221,Custom roll forming,"$23,817,580.17","$153,081.24",0.64%
-111,510,Other federal government enterprises,"$1,867,051.07","$11,975.50",0.64%
-112,502,Other personal services,"$178,806,274.18","$1,145,947.92",0.64%
-113,503,Religious organizations,"$135,764,739.85","$864,395.60",0.64%
-114,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$715,537.32",0.63%
-115,44,"Water, sewage and other systems","$21,303,485.72","$132,481.30",0.62%
-116,506,Labor and civic organizations,"$105,944,986.89","$658,197.79",0.62%
-117,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$1,552,088.50",0.62%
-118,507,Private households,"$17,924,890.71","$110,124.09",0.61%
-119,481,"Independent artists, writers, and performers","$137,990,888.93","$838,694.02",0.61%
-120,439,"Architectural, engineering, and related services","$663,216,940.93","$4,007,342.34",0.60%
-121,473,Nursing and community care facilities,"$273,693,670.49","$1,640,840.00",0.60%
-122,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$430,150.47",0.58%
-123,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$3,920,845.56",0.58%
-124,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$1,354,268.71",0.58%
-125,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$4,168,697.18",0.57%
-126,476,Child day care services,"$173,556,969.71","$985,428.53",0.57%
-127,449,Veterinary services,"$101,826,770.30","$577,269.51",0.57%
-128,21,Coal mining,"$2,911,704,202.57","$16,441,101.49",0.56%
-129,424,Other financial investment activities,"$1,738,609,271.81","$9,744,080.19",0.56%
-130,464,Other educational services,"$276,105,016.01","$1,542,773.20",0.56%
-131,444,Management consulting services,"$251,198,056.46","$1,402,612.52",0.56%
-132,493,All other food and drinking places,"$603,532,483.05","$3,353,835.67",0.56%
-133,516,Other local government enterprises,"$776,177,579.59","$4,305,073.41",0.55%
-134,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$777,491.23",0.55%
-135,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,886,484.91",0.55%
-136,468,Outpatient care centers,"$330,858,673.33","$1,819,422.50",0.55%
-137,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$1,005,840.18",0.54%
-138,513,Other state government enterprises,"$14,156,836.55","$75,725.25",0.53%
-139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$5,727,885.28",0.53%
-140,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$13,500.89",0.52%
-141,242,Metal coating and nonprecious engraving,"$8,101,071.47","$41,471.47",0.51%
-142,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$626,287.22",0.51%
-143,415,Wired telecommunications carriers,"$765,674,352.28","$3,832,900.80",0.50%
-144,429,Other real estate,"$4,970,388,101.43","$24,688,946.83",0.50%
-145,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$715,050.90",0.49%
-146,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$224,778.74",0.49%
-147,3,Vegetable and melon farming,"$6,609,930.97","$32,434.38",0.49%
-148,104,Tobacco manufacturing,"$6,603,883.06","$31,925.72",0.48%
-149,201,Gypsum product manufacturing,"$62,726,288.59","$297,802.59",0.47%
-150,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$23,244.13",0.47%
-151,469,Medical and diagnostic laboratories,"$105,938,912.27","$487,930.25",0.46%
-152,398,Water transportation,"$11,961,984.14","$54,171.51",0.45%
-153,411,Motion picture and video industries,"$109,931,494.98","$492,889.71",0.45%
-154,239,Machine shops,"$129,567,269.37","$579,881.45",0.45%
-155,203,Cut stone and stone product manufacturing,"$1,374,172.26","$6,148.09",0.45%
-156,430,Tenant-occupied housing,"$1,046,341,198.42","$4,664,365.01",0.45%
-157,500,Death care services,"$46,286,967.10","$204,103.58",0.44%
-158,195,Cement manufacturing,"$132,407,672.79","$574,537.05",0.43%
-159,4,Fruit farming,"$384,884.42","$1,643.44",0.43%
-160,229,Plate work manufacturing,"$7,212,949.34","$30,679.17",0.43%
-161,471,Other ambulatory health care services,"$103,224,782.99","$405,474.76",0.39%
-162,467,Offices of other health practitioners,"$364,689,970.79","$1,400,657.46",0.38%
-163,470,Home health care services,"$73,759,567.90","$279,164.94",0.38%
-164,391,Retail - Gasoline stores,"$487,933,166.50","$1,839,140.91",0.38%
-165,501,Dry-cleaning and laundry services,"$83,675,246.11","$313,998.89",0.38%
-166,139,Paperboard container manufacturing,"$2,219,895.78","$8,133.57",0.37%
-167,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$5,214.05",0.36%
-168,486,Other amusement and recreation industries,"$263,123,626.14","$925,119.98",0.35%
-169,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$45,514.84",0.34%
-170,407,Book publishers,"$8,704,740.33","$28,892.98",0.33%
-171,125,Wood preservation,"$25,246,163.52","$82,258.46",0.33%
-172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$32,106.45",0.32%
-173,485,Gambling industries (except casino hotels),"$417,593,840.35","$1,238,729.70",0.30%
-174,37,Electric power generation - Solar,"$4,333,055.09","$12,427.11",0.29%
-175,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$5,509,383.79",0.29%
-176,38,Electric power generation - Wind,"$185,428,436.16","$531,805.02",0.29%
-177,27,Sand and gravel mining,"$216,223,131.49","$610,391.75",0.28%
-178,488,Bowling centers,"$21,593,225.39","$59,206.85",0.27%
-179,480,Racing and Track Operation,"$6,801,162.46","$18,431.53",0.27%
-180,442,Computer systems design services,"$304,936,867.78","$794,855.53",0.26%
-181,144,Printing,"$57,542,256.23","$143,464.29",0.25%
-182,434,Video tape and disc rental,"$3,473,473.59","$8,421.29",0.24%
-183,368,Sign manufacturing,"$23,533,228.46","$56,976.54",0.24%
-184,124,Sawmills,"$141,329,754.94","$333,600.41",0.24%
-185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$9,748.82",0.23%
-186,226,Handtool manufacturing,"$14,510,909.57","$29,074.39",0.20%
-187,220,Nonferrous metal foundries,"$16,365,994.89","$31,280.83",0.19%
-188,456,Travel arrangement and reservation services,"$498,338,395.79","$943,228.00",0.19%
-189,228,Fabricated structural metal manufacturing,"$108,558,620.40","$190,158.09",0.18%
-190,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$18,974.16",0.17%
-191,146,Petroleum refineries,"$6,572,475,454.77","$11,228,625.07",0.17%
-192,397,Rail transportation,"$1,846,923,315.97","$3,131,585.29",0.17%
-193,238,Spring and wire product manufacturing,"$10,164,502.90","$17,003.06",0.17%
-194,100,Manufactured ice,"$3,942,329.02","$6,553.25",0.17%
-195,490,Other accommodations,"$130,132,793.65","$211,891.92",0.16%
-196,235,Metal cans manufacturing,"$84,837,591.04","$134,091.48",0.16%
-197,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$18,738.47",0.14%
-198,446,Scientific research and development services,"$1,017,623,425.88","$1,424,714.00",0.14%
-199,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$121,830.32",0.14%
-200,32,Metal mining services,"$40,137,198.28","$52,054.80",0.13%
-201,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$14,620.17",0.13%
-202,175,Custom compounding of purchased resins,"$17,576,678.87","$21,891.19",0.12%
-203,441,Custom computer programming services,"$266,955,199.74","$331,503.46",0.12%
-204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$1,259,248.50",0.12%
-205,16,Commercial logging,"$38,196,492.13","$44,848.87",0.12%
-206,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$100,795.75",0.12%
-207,185,Other plastics product manufacturing,"$54,262,105.84","$56,043.10",0.10%
-208,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$6,193.46",0.10%
-209,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$84,139.83",0.10%
-210,132,Wood container and pallet manufacturing,"$5,150,805.78","$4,877.82",0.09%
-211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$166,109.40",0.09%
-212,174,Explosives manufacturing,"$52,050,877.00","$47,693.49",0.09%
-213,10,All other crop farming,"$163,550,998.97","$148,194.36",0.09%
-214,18,Commercial hunting and trapping,"$23,256,232.55","$20,432.61",0.09%
-215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$154,119.51",0.09%
-216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$27,132.88",0.08%
-217,251,Other fabricated metal manufacturing,"$30,533,977.78","$21,845.25",0.07%
-218,20,Oil and gas extraction,"$4,984,035,362.50","$2,797,278.92",0.06%
-219,329,Travel trailer and camper manufacturing,"$11,059,948.62","$6,122.10",0.06%
-220,401,Pipeline transportation,"$1,611,889,849.10","$840,752.28",0.05%
-221,102,Wineries,"$2,616,541.19","$1,354.13",0.05%
-222,366,"Doll, toy, and game manufacturing","$8,851,137.40","$4,269.77",0.05%
-223,231,Sheet metal work manufacturing,"$2,174,657.13","$1,018.33",0.05%
-224,13,Poultry and egg production,"$69,842,214.62","$32,580.58",0.05%
-225,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$54,752.16",0.04%
-226,116,Other textile product mills,"$18,711,047.72","$7,793.15",0.04%
-227,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$2,703.12",0.04%
-228,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,812.78",0.04%
-229,101,Breweries,"$54,815,146.01","$22,117.41",0.04%
-230,19,Support activities for agriculture and forestry,"$44,762,204.87","$17,585.32",0.04%
-231,79,Fluid milk manufacturing,"$4,900,848.36","$1,753.26",0.04%
-232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$256.14,0.04%
-233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$13,006.99",0.03%
-234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$19,831.82",0.03%
-235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$997.04,0.03%
-236,2,Grain farming,"$130,099,289.43","$32,253.46",0.02%
-237,364,Jewelry and silverware manufacturing,"$9,505,473.72","$2,207.12",0.02%
-238,265,Industrial mold manufacturing,"$419,356.03",$95.82,0.02%
-239,59,Other animal food manufacturing,"$23,797,093.38","$4,788.11",0.02%
-240,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$23,442.13",0.02%
-241,85,Meat processed from carcasses,"$59,683,965.53","$11,456.98",0.02%
-242,370,Musical instrument manufacturing,"$937,638.70",$178.57,0.02%
-243,151,Petrochemical manufacturing,"$673,077,918.86","$127,289.71",0.02%
-244,281,Welding and soldering equipment manufacturing,"$6,471,097.46","$1,211.51",0.02%
-245,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$95,400.26",0.02%
-246,354,Custom architectural woodwork and millwork,"$78,271.86",$14.52,0.02%
-247,62,Malt manufacturing,"$10,977,359.34","$2,028.50",0.02%
-248,373,Burial casket manufacturing,"$6,137,323.55","$1,125.88",0.02%
-249,188,Other rubber product manufacturing,"$4,573,849.57",$836.30,0.02%
-250,66,Breakfast cereal manufacturing,"$8,312,290.22","$1,433.89",0.02%
-251,93,Other snack food manufacturing,"$10,656,196.90","$1,835.80",0.02%
-252,317,Relay and industrial control manufacturing,"$20,041,079.83","$3,356.82",0.02%
-253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94","$1,089.75",0.02%
-254,374,All other miscellaneous manufacturing,"$25,842,264.37","$4,270.30",0.02%
-255,311,Lighting fixture manufacturing,"$8,501,584.76","$1,375.95",0.02%
-256,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$3,297.36",0.01%
-257,15,"Forestry, forest products, and timber tract production","$319,991.92",$43.24,0.01%
-258,320,Other communication and energy wire manufacturing,"$38,208,866.07","$5,159.93",0.01%
-259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92","$1,461.90",0.01%
-260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$171.19,0.01%
-261,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$387.54,0.01%
-262,353,Wood office furniture manufacturing,"$616,006.76",$56.87,0.01%
-263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$9,125.12",0.01%
-264,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,901.18",0.01%
-265,84,"Animal, except poultry, slaughtering","$216,958,801.29","$19,684.90",0.01%
-266,260,All other industrial machinery manufacturing,"$303,218.25",$27.29,0.01%
-267,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$58,420.23",0.01%
-268,358,Blind and shade manufacturing,"$111,215.22",$9.24,0.01%
-269,9,Sugarcane and sugar beet farming,"$62,280,333.14","$5,158.94",0.01%
-270,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$82.75,0.01%
-271,94,Coffee and tea manufacturing,"$30,751,047.34","$2,476.45",0.01%
-272,67,Beet sugar manufacturing,"$209,970,196.03","$15,545.39",0.01%
-273,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$148.31,0.01%
-274,326,Motor vehicle body manufacturing,"$51,726,843.92","$3,484.41",0.01%
-275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$583.54,0.01%
-276,97,Spice and extract manufacturing,"$12,042,344.87",$733.75,0.01%
-277,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$189.92,0.01%
-278,24,Gold ore and silver ore mining,"$40,475,210.09","$2,428.56",0.01%
-279,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$55.86,0.01%
-280,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$9,250.85",0.01%
-281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$275.05,0.01%
-282,173,Printing ink manufacturing,"$6,373,572.26",$328.96,0.01%
-283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$9,618.15",0.01%
-284,58,Dog and cat food manufacturing,"$23,319,111.08","$1,055.04",0.00%
-285,302,Automatic environmental control manufacturing,"$4,809,195.11",$217.14,0.00%
-286,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$43,370.21",0.00%
-287,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$20,413.15",0.00%
-288,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$351.16,0.00%
-289,292,Other communications equipment manufacturing,"$381,770.64",$15.42,0.00%
-290,86,Rendering and meat byproduct processing,"$169,552.02",$6.71,0.00%
-291,118,Cut and sew apparel contractors,"$624,247.24",$24.46,0.00%
-292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$412.63,0.00%
-293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$4,425.60",0.00%
-294,122,Footwear manufacturing,"$1,145,231.54",$38.62,0.00%
-295,247,Small arms ammunition manufacturing,"$130,897.97",$4.29,0.00%
-296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$526.99,0.00%
-297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$49,576.06",0.00%
-298,121,Leather and hide tanning and finishing,"$1,328,163.62",$39.18,0.00%
-299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$411.73,0.00%
-300,123,Other leather and allied product manufacturing,"$17,594,328.12",$494.70,0.00%
-301,113,Curtain and linen mills,"$612,878.58",$17.09,0.00%
-302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$30,847.75",0.00%
-303,12,Dairy cattle and milk production,"$62,699,899.43","$1,479.40",0.00%
-304,114,Textile bag and canvas mills,"$11,730,951.51",$271.86,0.00%
-305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$64.06,0.00%
-306,103,Distilleries,"$59,042,281.71","$1,176.91",0.00%
-307,172,Toilet preparation manufacturing,"$51,736,916.86","$1,019.47",0.00%
-308,363,Dental laboratories,"$2,922,984.08",$55.10,0.00%
-309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44","$1,474.93",0.00%
-310,1,Oilseed farming,"$938,686.11",$12.76,0.00%
-311,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$14.85,0.00%
-312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$486.92,0.00%
-313,31,Support activities for oil and gas operations,"$1,698,256,439.85","$18,078.34",0.00%
-314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$141.52,0.00%
-315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$110.64,0.00%
-316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$36.03,0.00%
-317,109,Knit fabric mills,"$9,334,399.88",$67.26,0.00%
-318,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$170.16,0.00%
-319,33,Other nonmetallic minerals services,"$83,884,373.37",$492.33,0.00%
-320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$104.50,0.00%
-321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$134.10,0.00%
-322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$16.36,0.00%
-323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$34.66,0.00%
-324,25,Other metal ore mining,"$65,796,499.90",$147.77,0.00%
-325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$78.68,0.00%
-326,30,Drilling oil and gas wells,"$252,242,568.28",$133.68,0.00%
-327,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
-328,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
-329,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
-330,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,213.25",66.19%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.31",63.98%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,929.94",20.82%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.84",15.95%
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,470.37",8.91%
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,551,843.11",5.44%
+11,224,Nonferrous forging,"$17,187,170.89","$604,176.13",3.52%
+12,460,Other support services,"$116,743,407.01","$4,085,600.09",3.50%
+13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$33,041,313.47",3.41%
+14,223,Iron and steel forging,"$52,274,449.17","$1,754,198.78",3.36%
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,723,941.68",3.25%
+16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$195,066.79",3.08%
+17,254,Construction machinery manufacturing,"$33,431,733.61","$892,877.49",2.67%
+18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$426,418.95",2.60%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$155,168.05",2.58%
+20,457,Investigation and security services,"$59,623,127.89","$1,389,833.78",2.33%
+21,454,Employment services,"$387,522,663.46","$8,999,301.02",2.32%
+22,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$4,095.48",2.32%
+23,199,Other concrete product manufacturing,"$20,536,708.26","$434,964.91",2.12%
+24,455,Business support services,"$81,622,923.15","$1,702,889.96",2.09%
+25,453,Facilities support services,"$18,809,929.65","$381,870.81",2.03%
+26,197,Concrete block and brick manufacturing,"$4,381,689.69","$88,003.20",2.01%
+27,451,Management of companies and enterprises,"$529,170,690.74","$9,701,745.60",1.83%
+28,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$10,019,541.76",1.76%
+29,21,Coal mining,"$2,911,704,202.57","$48,151,024.90",1.65%
+30,399,Truck transportation,"$1,193,488,141.88","$18,946,175.93",1.59%
+31,440,Specialized design services,"$35,933,528.26","$560,512.93",1.56%
+32,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$82,154.19",1.52%
+33,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$8,309,485.61",1.49%
+34,196,Ready-mix concrete manufacturing,"$285,491,907.84","$4,131,883.99",1.45%
+35,337,Aircraft manufacturing,"$86,772,712.07","$1,228,592.43",1.42%
+36,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,069,659.05",1.37%
+37,403,Couriers and messengers,"$213,253,723.63","$2,887,726.05",1.35%
+38,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$1,182,254.59",1.33%
+39,26,Stone mining and quarrying,"$31,976,061.34","$415,315.38",1.30%
+40,508,Postal service,"$125,450,187.77","$1,574,015.19",1.25%
+41,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$1,136,752.86",1.23%
+42,447,"Advertising, public relations, and related services","$76,206,587.86","$903,467.36",1.19%
+43,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$6,533,778.66",1.14%
+44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$2,694,253.00",1.10%
+45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$6,042,409.88",1.07%
+46,418,"Data processing, hosting, and related services","$291,048,307.59","$3,103,383.51",1.07%
+47,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$1,560,976.69",1.01%
+48,432,Automotive equipment rental and leasing,"$102,405,091.42","$1,030,596.39",1.01%
+49,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$8,128,349.11",1.00%
+50,437,Legal services,"$411,686,987.07","$4,102,054.49",1.00%
+51,413,Radio and television broadcasting,"$128,460,835.20","$1,266,001.48",0.99%
+52,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$1,113,030.35",0.98%
+53,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$3,177,334.60",0.98%
+54,452,Office administrative services,"$121,416,424.85","$1,157,734.23",0.95%
+55,498,Personal and household goods repair and maintenance,"$109,517,563.73","$1,042,338.24",0.95%
+56,448,Photographic services,"$6,946,918.71","$63,670.51",0.92%
+57,406,Periodical publishers,"$16,212,170.93","$148,587.91",0.92%
+58,479,Commercial Sports Except Racing,"$3,476,338.42","$31,783.67",0.91%
+59,42,Electric power transmission and distribution,"$1,117,279,919.78","$10,143,182.83",0.91%
+60,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$2,380,679.56",0.90%
+61,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$4,696,830.22",0.88%
+62,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$2,716,145.74",0.87%
+63,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,908,709.59",0.86%
+64,458,Services to buildings,"$210,863,686.06","$1,788,582.52",0.85%
+65,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$11,581,685.76",0.84%
+66,43,Natural gas distribution,"$226,004,592.60","$1,902,345.77",0.84%
+67,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$1,066,414.30",0.84%
+68,404,Warehousing and storage,"$190,282,196.62","$1,587,659.43",0.83%
+69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$4,396,495.78",0.83%
+70,505,Business and professional associations,"$86,788,585.52","$719,908.98",0.83%
+71,414,Cable and other subscription programming,"$23,580,404.28","$194,846.97",0.83%
+72,509,Federal electric utilities,"$17,146,395.42","$141,542.95",0.83%
+73,487,Fitness and recreational sports centers,"$47,685,531.12","$382,804.06",0.80%
+74,408,"Directory, mailing list, and other publishers","$4,955,701.45","$39,733.63",0.80%
+75,492,Limited-service restaurants,"$1,041,352,547.93","$8,313,900.91",0.80%
+76,431,Owner-occupied housing,"$4,444,497,247.52","$35,204,403.61",0.79%
+77,466,Offices of dentists,"$271,899,263.02","$2,115,823.81",0.78%
+78,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$7,673,875.79",0.78%
+79,472,Hospitals,"$775,130,452.97","$5,993,344.66",0.77%
+80,410,Software publishers,"$184,892,079.62","$1,424,489.74",0.77%
+81,499,Personal care services,"$105,986,766.41","$816,267.56",0.77%
+82,390,Retail - Health and personal care stores,"$189,122,051.74","$1,449,220.85",0.77%
+83,396,Air transportation,"$185,983,832.23","$1,424,074.40",0.77%
+84,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$187,884.22",0.76%
+85,495,Car washes,"$60,896,626.31","$461,294.31",0.76%
+86,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$967,145.13",0.75%
+87,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$63,934.91",0.75%
+88,491,Full-service restaurants,"$957,773,115.52","$7,203,421.94",0.75%
+89,443,"Other computer related services, including facilities management","$44,926,337.84","$336,394.17",0.75%
+90,462,Elementary and secondary schools,"$34,238,275.96","$256,163.07",0.75%
+91,394,Retail - General merchandise stores,"$553,647,942.57","$4,126,405.29",0.75%
+92,425,Direct life insurance carriers,"$42,208,644.52","$313,776.13",0.74%
+93,387,Retail - Electronics and appliance stores,"$60,211,745.28","$446,743.29",0.74%
+94,515,Local government electric utilities,"$7,801,045.18","$57,759.23",0.74%
+95,514,Local government passenger transit,"$2,981,749.49","$21,769.32",0.73%
+96,389,Retail - Food and beverage stores,"$517,469,128.57","$3,760,125.36",0.73%
+97,475,Individual and family services,"$223,584,092.68","$1,614,777.04",0.72%
+98,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,639,204.33",0.72%
+99,461,Waste management and remediation services,"$225,632,059.53","$1,620,757.91",0.72%
+100,400,Transit and ground passenger transportation,"$87,175,571.40","$614,411.26",0.70%
+101,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,745,811.24",0.70%
+102,478,Performing arts companies,"$63,413,148.22","$444,852.36",0.70%
+103,484,Amusement parks and arcades,"$8,147,368.71","$57,108.01",0.70%
+104,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$33,533.74",0.70%
+105,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$1,450,847.04",0.69%
+106,459,Landscape and horticultural services,"$275,016,411.40","$1,887,524.47",0.69%
+107,405,Newspaper publishers,"$75,385,661.65","$505,283.85",0.67%
+108,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$4,488,316.68",0.67%
+109,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$18,958.97",0.67%
+110,465,Offices of physicians,"$740,188,232.97","$4,933,339.86",0.67%
+111,426,"Insurance carriers, except direct life","$545,149,698.92","$3,620,887.63",0.66%
+112,510,Other federal government enterprises,"$1,867,051.07","$12,353.26",0.66%
+113,502,Other personal services,"$178,806,274.18","$1,173,084.10",0.66%
+114,503,Religious organizations,"$135,764,739.85","$884,875.13",0.65%
+115,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$738,879.27",0.65%
+116,221,Custom roll forming,"$23,817,580.17","$153,151.96",0.64%
+117,506,Labor and civic organizations,"$105,944,986.89","$673,705.64",0.64%
+118,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$1,587,014.83",0.63%
+119,44,"Water, sewage and other systems","$21,303,485.72","$134,752.51",0.63%
+120,507,Private households,"$17,924,890.71","$112,750.79",0.63%
+121,439,"Architectural, engineering, and related services","$663,216,940.93","$4,161,148.99",0.63%
+122,481,"Independent artists, writers, and performers","$137,990,888.93","$855,465.73",0.62%
+123,473,Nursing and community care facilities,"$273,693,670.49","$1,679,153.89",0.61%
+124,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$4,445,353.91",0.61%
+125,424,Other financial investment activities,"$1,738,609,271.81","$10,441,895.20",0.60%
+126,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$440,373.52",0.60%
+127,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$1,385,920.00",0.59%
+128,476,Child day care services,"$173,556,969.71","$1,008,775.20",0.58%
+129,449,Veterinary services,"$101,826,770.30","$590,795.91",0.58%
+130,444,Management consulting services,"$251,198,056.46","$1,446,780.67",0.58%
+131,464,Other educational services,"$276,105,016.01","$1,579,239.44",0.57%
+132,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$798,329.36",0.57%
+133,493,All other food and drinking places,"$603,532,483.05","$3,431,148.41",0.57%
+134,516,Other local government enterprises,"$776,177,579.59","$4,388,258.92",0.57%
+135,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,924,359.40",0.56%
+136,468,Outpatient care centers,"$330,858,673.33","$1,862,319.55",0.56%
+137,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$1,029,689.17",0.55%
+138,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$5,863,125.60",0.55%
+139,513,Other state government enterprises,"$14,156,836.55","$77,203.61",0.55%
+140,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$640,893.00",0.52%
+141,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$13,540.24",0.52%
+142,242,Metal coating and nonprecious engraving,"$8,101,071.47","$41,590.41",0.51%
+143,415,Wired telecommunications carriers,"$765,674,352.28","$3,903,623.12",0.51%
+144,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$732,003.71",0.51%
+145,429,Other real estate,"$4,970,388,101.43","$25,157,586.80",0.51%
+146,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$230,081.13",0.51%
+147,3,Vegetable and melon farming,"$6,609,930.97","$33,195.37",0.50%
+148,104,Tobacco manufacturing,"$6,603,883.06","$32,668.54",0.49%
+149,398,Water transportation,"$11,961,984.14","$58,203.10",0.49%
+150,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$65,316.09",0.48%
+151,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$23,834.36",0.48%
+152,201,Gypsum product manufacturing,"$62,726,288.59","$298,894.13",0.48%
+153,469,Medical and diagnostic laboratories,"$105,938,912.27","$499,460.78",0.47%
+154,411,Motion picture and video industries,"$109,931,494.98","$503,293.72",0.46%
+155,430,Tenant-occupied housing,"$1,046,341,198.42","$4,772,966.64",0.46%
+156,203,Cut stone and stone product manufacturing,"$1,374,172.26","$6,223.48",0.45%
+157,500,Death care services,"$46,286,967.10","$208,853.52",0.45%
+158,239,Machine shops,"$129,567,269.37","$581,446.72",0.45%
+159,4,Fruit farming,"$384,884.42","$1,682.04",0.44%
+160,195,Cement manufacturing,"$132,407,672.79","$578,070.78",0.44%
+161,229,Plate work manufacturing,"$7,212,949.34","$30,769.17",0.43%
+162,471,Other ambulatory health care services,"$103,224,782.99","$414,944.34",0.40%
+163,467,Offices of other health practitioners,"$364,689,970.79","$1,433,751.46",0.39%
+164,470,Home health care services,"$73,759,567.90","$285,729.84",0.39%
+165,391,Retail - Gasoline stores,"$487,933,166.50","$1,885,893.47",0.39%
+166,501,Dry-cleaning and laundry services,"$83,675,246.11","$321,028.26",0.38%
+167,139,Paperboard container manufacturing,"$2,219,895.78","$8,166.31",0.37%
+168,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$5,306.06",0.36%
+169,486,Other amusement and recreation industries,"$263,123,626.14","$947,288.40",0.36%
+170,407,Book publishers,"$8,704,740.33","$29,590.75",0.34%
+171,125,Wood preservation,"$25,246,163.52","$82,790.26",0.33%
+172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$32,110.28",0.32%
+173,485,Gambling industries (except casino hotels),"$417,593,840.35","$1,267,675.66",0.30%
+174,37,Electric power generation - Solar,"$4,333,055.09","$13,042.67",0.30%
+175,38,Electric power generation - Wind,"$185,428,436.16","$558,146.88",0.30%
+176,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$5,782,279.72",0.30%
+177,27,Sand and gravel mining,"$216,223,131.49","$618,555.02",0.29%
+178,488,Bowling centers,"$21,593,225.39","$60,614.32",0.28%
+179,480,Racing and Track Operation,"$6,801,162.46","$18,867.28",0.28%
+180,442,Computer systems design services,"$304,936,867.78","$808,123.24",0.27%
+181,144,Printing,"$57,542,256.23","$145,803.53",0.25%
+182,174,Explosives manufacturing,"$52,050,877.00","$129,817.34",0.25%
+183,434,Video tape and disc rental,"$3,473,473.59","$8,619.85",0.25%
+184,368,Sign manufacturing,"$23,533,228.46","$57,869.18",0.25%
+185,124,Sawmills,"$141,329,754.94","$335,756.13",0.24%
+186,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$9,892.14",0.23%
+187,226,Handtool manufacturing,"$14,510,909.57","$29,117.83",0.20%
+188,397,Rail transportation,"$1,846,923,315.97","$3,701,614.82",0.20%
+189,456,Travel arrangement and reservation services,"$498,338,395.79","$989,303.95",0.20%
+190,220,Nonferrous metal foundries,"$16,365,994.89","$31,286.36",0.19%
+191,146,Petroleum refineries,"$6,572,475,454.77","$11,976,902.05",0.18%
+192,228,Fabricated structural metal manufacturing,"$108,558,620.40","$190,558.79",0.18%
+193,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$19,029.84",0.17%
+194,100,Manufactured ice,"$3,942,329.02","$6,706.28",0.17%
+195,238,Spring and wire product manufacturing,"$10,164,502.90","$17,033.60",0.17%
+196,490,Other accommodations,"$130,132,793.65","$216,943.42",0.17%
+197,235,Metal cans manufacturing,"$84,837,591.04","$134,136.14",0.16%
+198,16,Commercial logging,"$38,196,492.13","$59,432.34",0.16%
+199,446,Scientific research and development services,"$1,017,623,425.88","$1,450,170.51",0.14%
+200,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$18,802.74",0.14%
+201,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$122,123.39",0.14%
+202,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$14,977.12",0.13%
+203,32,Metal mining services,"$40,137,198.28","$52,226.80",0.13%
+204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$1,307,387.37",0.13%
+205,441,Custom computer programming services,"$266,955,199.74","$337,665.64",0.13%
+206,175,Custom compounding of purchased resins,"$17,576,678.87","$22,090.29",0.13%
+207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$101,080.97",0.12%
+208,185,Other plastics product manufacturing,"$54,262,105.84","$56,385.26",0.10%
+209,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$6,195.82",0.10%
+210,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$86,111.83",0.10%
+211,132,Wood container and pallet manufacturing,"$5,150,805.78","$4,962.45",0.10%
+212,99,Bottled and canned soft drinks and water,"$177,852,624.62","$169,990.55",0.10%
+213,10,All other crop farming,"$163,550,998.97","$152,682.28",0.09%
+214,18,Commercial hunting and trapping,"$23,256,232.55","$20,911.86",0.09%
+215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$154,829.17",0.09%
+216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$27,238.25",0.08%
+217,251,Other fabricated metal manufacturing,"$30,533,977.78","$21,948.50",0.07%
+218,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$76,074.96",0.06%
+219,20,Oil and gas extraction,"$4,984,035,362.50","$2,976,470.63",0.06%
+220,329,Travel trailer and camper manufacturing,"$11,059,948.62","$6,269.67",0.06%
+221,401,Pipeline transportation,"$1,611,889,849.10","$901,254.78",0.06%
+222,102,Wineries,"$2,616,541.19","$1,386.04",0.05%
+223,366,"Doll, toy, and game manufacturing","$8,851,137.40","$4,337.95",0.05%
+224,13,Poultry and egg production,"$69,842,214.62","$33,347.24",0.05%
+225,231,Sheet metal work manufacturing,"$2,174,657.13","$1,024.61",0.05%
+226,116,Other textile product mills,"$18,711,047.72","$7,883.56",0.04%
+227,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,855.24",0.04%
+228,101,Breweries,"$54,815,146.01","$22,633.37",0.04%
+229,19,Support activities for agriculture and forestry,"$44,762,204.87","$18,422.27",0.04%
+230,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$2,703.64",0.04%
+231,79,Fluid milk manufacturing,"$4,900,848.36","$1,794.20",0.04%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$262.07,0.04%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$13,361.49",0.03%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$20,295.34",0.03%
+235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21","$1,012.71",0.03%
+236,2,Grain farming,"$130,099,289.43","$33,043.35",0.03%
+237,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$128,319.71",0.03%
+238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$2,257.81",0.02%
+239,265,Industrial mold manufacturing,"$419,356.03",$96.12,0.02%
+240,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$24,560.97",0.02%
+241,59,Other animal food manufacturing,"$23,797,093.38","$4,906.08",0.02%
+242,151,Petrochemical manufacturing,"$673,077,918.86","$137,243.32",0.02%
+243,85,Meat processed from carcasses,"$59,683,965.53","$11,724.86",0.02%
+244,370,Musical instrument manufacturing,"$937,638.70",$182.92,0.02%
+245,188,Other rubber product manufacturing,"$4,573,849.57",$889.74,0.02%
+246,62,Malt manufacturing,"$10,977,359.34","$2,075.83",0.02%
+247,373,Burial casket manufacturing,"$6,137,323.55","$1,152.30",0.02%
+248,281,Welding and soldering equipment manufacturing,"$6,471,097.46","$1,211.91",0.02%
+249,354,Custom architectural woodwork and millwork,"$78,271.86",$14.59,0.02%
+250,66,Breakfast cereal manufacturing,"$8,312,290.22","$1,467.48",0.02%
+251,93,Other snack food manufacturing,"$10,656,196.90","$1,878.60",0.02%
+252,374,All other miscellaneous manufacturing,"$25,842,264.37","$4,377.97",0.02%
+253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94","$1,109.85",0.02%
+254,15,"Forestry, forest products, and timber tract production","$319,991.92",$53.73,0.02%
+255,317,Relay and industrial control manufacturing,"$20,041,079.83","$3,357.19",0.02%
+256,311,Lighting fixture manufacturing,"$8,501,584.76","$1,380.63",0.02%
+257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$3,367.27",0.01%
+258,320,Other communication and energy wire manufacturing,"$38,208,866.07","$5,164.69",0.01%
+259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92","$1,496.03",0.01%
+260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$174.78,0.01%
+261,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$74,485.53",0.01%
+262,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$396.50,0.01%
+263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$9,753.13",0.01%
+264,84,"Animal, except poultry, slaughtering","$216,958,801.29","$20,143.54",0.01%
+265,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,930.71",0.01%
+266,353,Wood office furniture manufacturing,"$616,006.76",$57.04,0.01%
+267,260,All other industrial machinery manufacturing,"$303,218.25",$27.34,0.01%
+268,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$14,603.51",0.01%
+269,358,Blind and shade manufacturing,"$111,215.22",$9.44,0.01%
+270,9,Sugarcane and sugar beet farming,"$62,280,333.14","$5,286.32",0.01%
+271,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$82.85,0.01%
+272,94,Coffee and tea manufacturing,"$30,751,047.34","$2,534.52",0.01%
+273,67,Beet sugar manufacturing,"$209,970,196.03","$15,908.92",0.01%
+274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$151.78,0.01%
+275,326,Motor vehicle body manufacturing,"$51,726,843.92","$3,534.46",0.01%
+276,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$597.19,0.01%
+277,24,Gold ore and silver ore mining,"$40,475,210.09","$2,613.22",0.01%
+278,97,Spice and extract manufacturing,"$12,042,344.87",$750.89,0.01%
+279,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$194.36,0.01%
+280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$57.14,0.01%
+281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$275.42,0.01%
+282,173,Printing ink manufacturing,"$6,373,572.26",$331.44,0.01%
+283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$9,660.57",0.01%
+284,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$46,979.04",0.00%
+285,58,Dog and cat food manufacturing,"$23,319,111.08","$1,079.86",0.00%
+286,302,Automatic environmental control manufacturing,"$4,809,195.11",$218.13,0.00%
+287,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$20,884.95",0.00%
+288,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$352.81,0.00%
+289,292,Other communications equipment manufacturing,"$381,770.64",$15.54,0.00%
+290,86,Rendering and meat byproduct processing,"$169,552.02",$6.87,0.00%
+291,118,Cut and sew apparel contractors,"$624,247.24",$25.04,0.00%
+292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$422.38,0.00%
+293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$4,428.02",0.00%
+294,122,Footwear manufacturing,"$1,145,231.54",$39.08,0.00%
+295,247,Small arms ammunition manufacturing,"$130,897.97",$4.35,0.00%
+296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$527.34,0.00%
+297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$50,831.66",0.00%
+298,121,Leather and hide tanning and finishing,"$1,328,163.62",$39.92,0.00%
+299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$419.92,0.00%
+300,113,Curtain and linen mills,"$612,878.58",$17.43,0.00%
+301,123,Other leather and allied product manufacturing,"$17,594,328.12",$499.69,0.00%
+302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$31,469.85",0.00%
+303,12,Dairy cattle and milk production,"$62,699,899.43","$1,518.49",0.00%
+304,114,Textile bag and canvas mills,"$11,730,951.51",$278.40,0.00%
+305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$64.17,0.00%
+306,103,Distilleries,"$59,042,281.71","$1,204.30",0.00%
+307,172,Toilet preparation manufacturing,"$51,736,916.86","$1,043.11",0.00%
+308,363,Dental laboratories,"$2,922,984.08",$56.39,0.00%
+309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44","$1,478.15",0.00%
+310,31,Support activities for oil and gas operations,"$1,698,256,439.85","$28,616.54",0.00%
+311,1,Oilseed farming,"$938,686.11",$13.11,0.00%
+312,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$14.97,0.00%
+313,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$498.31,0.00%
+314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$144.33,0.00%
+315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$110.82,0.00%
+316,33,Other nonmetallic minerals services,"$83,884,373.37",$835.36,0.00%
+317,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$36.82,0.00%
+318,109,Knit fabric mills,"$9,334,399.88",$68.92,0.00%
+319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$172.26,0.00%
+320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$104.64,0.00%
+321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$134.76,0.00%
+322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$16.71,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$34.74,0.00%
+324,25,Other metal ore mining,"$65,796,499.90",$167.96,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$79.81,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$167.24,0.00%
+327,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+328,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+329,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+330,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
 331,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
-332,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
-333,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
-334,63,Wet corn milling,$0.00,$0.00,0.00%
-335,91,Tortilla manufacturing,$0.00,$0.00,0.00%
-336,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
-337,237,Hardware manufacturing,$0.00,$0.00,0.00%
-338,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
-339,200,Lime manufacturing,$0.00,$0.00,0.00%
-340,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
-341,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
-342,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
-343,8,Cotton farming,$0.00,$0.00,0.00%
-344,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
-345,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
-346,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
-347,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
-348,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-349,117,Apparel knitting mills,$0.00,$0.00,0.00%
-350,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
-351,138,Paperboard mills,$0.00,$0.00,0.00%
-352,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
-353,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
-354,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
-355,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
-356,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
-357,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
-358,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
-359,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
-360,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
-361,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
-362,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
-363,77,Cheese manufacturing,$0.00,$0.00,0.00%
-364,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
-365,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
-366,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
-367,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
-368,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
-369,61,Rice milling,$0.00,$0.00,0.00%
-370,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
-371,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
-372,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
-373,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
-374,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
-375,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
-376,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
-377,141,Stationery product manufacturing,$0.00,$0.00,0.00%
-378,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
-379,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
-380,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
-381,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
-382,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
-383,219,Ferrous metal foundries,$0.00,$0.00,0.00%
-384,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
-385,137,Paper mills,$0.00,$0.00,0.00%
-386,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
-387,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
-388,168,Adhesive manufacturing,$0.00,$0.00,0.00%
-389,193,Glass container manufacturing,$0.00,$0.00,0.00%
-390,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
-391,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
-392,111,Fabric coating mills,$0.00,$0.00,0.00%
-393,268,Machine tool manufacturing,$0.00,$0.00,0.00%
-394,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
-395,98,All other food manufacturing,$0.00,$0.00,0.00%
-396,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
-397,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
-398,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
-399,83,Poultry processing,$0.00,$0.00,0.00%
-400,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
-401,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
-402,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
-403,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
-404,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
-405,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
-406,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
-407,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
-408,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
-409,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
-410,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
-411,357,Mattress manufacturing,$0.00,$0.00,0.00%
-412,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
-413,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
-414,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
-415,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
-416,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
-417,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
-418,409,Greeting card publishing,$0.00,$0.00,0.00%
-419,145,Support activities for printing,$0.00,$0.00,0.00%
-420,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
-421,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
-422,7,Tobacco farming,$0.00,$0.00,0.00%
-423,5,Tree nut farming,$0.00,$0.00,0.00%
-424,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
-425,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
-426,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
-427,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
-428,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
-429,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-430,511,State government passenger transit,$0.00,$0.00,0.00%
-431,191,Flat glass manufacturing,$0.00,$0.00,0.00%
-432,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
-433,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
-434,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-435,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
-436,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
-437,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
-438,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
-439,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
-440,318,Battery manufacturing,$0.00,$0.00,0.00%
-441,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
-442,412,Sound recording industries,$0.00,$0.00,0.00%
-443,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
-444,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
-445,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
-446,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
-447,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
-448,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
-449,17,Commercial fishing,$0.00,$0.00,0.00%
-450,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
-451,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
-452,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
-453,210,Steel wire drawing,$0.00,$0.00,0.00%
-454,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
-455,75,Canned specialties,$0.00,$0.00,0.00%
-456,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
-457,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
-458,241,Metal heat treating,$0.00,$0.00,0.00%
-459,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
-460,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
-461,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
-462,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
-463,23,Iron ore mining,$0.00,$0.00,0.00%
-464,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
-465,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
-466,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
-467,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
-468,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
-469,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
-470,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
-471,60,Flour milling,$0.00,$0.00,0.00%
-472,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-473,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
-474,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
-475,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
-476,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
-477,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
-478,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
-479,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
-480,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
-481,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
-482,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
-483,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
-484,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
-485,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
-486,186,Tire manufacturing,$0.00,$0.00,0.00%
-487,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
-488,112,Carpet and rug mills,$0.00,$0.00,0.00%
-489,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
-490,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
-491,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
-492,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
-493,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
-494,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
-495,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
-496,161,Fertilizer mixing,$0.00,$0.00,0.00%
-497,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
-498,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
-499,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
-500,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
-501,328,Motor home manufacturing,$0.00,$0.00,0.00%
-502,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
-503,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
-504,321,Wiring device manufacturing,$0.00,$0.00,0.00%
-505,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
-506,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
-507,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
-508,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
-509,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
-510,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
-511,343,Ship building and repairing,$0.00,$0.00,0.00%
-512,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
-513,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
-514,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
-515,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+332,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+333,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+334,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+335,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+336,145,Support activities for printing,$0.00,$0.00,0.00%
+337,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+338,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+339,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+340,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+341,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+342,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+343,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+344,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+345,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+346,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+347,412,Sound recording industries,$0.00,$0.00,0.00%
+348,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+349,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+350,357,Mattress manufacturing,$0.00,$0.00,0.00%
+351,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+352,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+353,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+354,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+355,60,Flour milling,$0.00,$0.00,0.00%
+356,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+357,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+358,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+359,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+360,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+361,23,Iron ore mining,$0.00,$0.00,0.00%
+362,137,Paper mills,$0.00,$0.00,0.00%
+363,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+364,193,Glass container manufacturing,$0.00,$0.00,0.00%
+365,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+366,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+367,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+368,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+369,98,All other food manufacturing,$0.00,$0.00,0.00%
+370,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+371,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+372,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+373,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+374,237,Hardware manufacturing,$0.00,$0.00,0.00%
+375,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+376,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+377,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+378,200,Lime manufacturing,$0.00,$0.00,0.00%
+379,63,Wet corn milling,$0.00,$0.00,0.00%
+380,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+381,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+382,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+383,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+384,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+385,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+386,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+387,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+388,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+389,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+390,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+391,8,Cotton farming,$0.00,$0.00,0.00%
+392,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+393,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+394,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+395,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+396,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+397,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+398,241,Metal heat treating,$0.00,$0.00,0.00%
+399,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+400,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+401,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+402,111,Fabric coating mills,$0.00,$0.00,0.00%
+403,61,Rice milling,$0.00,$0.00,0.00%
+404,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+405,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+406,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+407,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+408,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+409,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+410,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+411,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+412,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+413,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+414,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+415,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+416,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+417,7,Tobacco farming,$0.00,$0.00,0.00%
+418,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+419,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+420,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+421,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+422,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+423,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+424,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+425,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+426,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+427,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+428,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+429,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+430,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+431,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+432,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+433,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+434,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+435,409,Greeting card publishing,$0.00,$0.00,0.00%
+436,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+437,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+438,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+439,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+440,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+441,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+442,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+443,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+444,17,Commercial fishing,$0.00,$0.00,0.00%
+445,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+446,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+447,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+448,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+449,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+450,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+451,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+452,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+453,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+454,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+455,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+456,318,Battery manufacturing,$0.00,$0.00,0.00%
+457,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+458,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+459,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+460,83,Poultry processing,$0.00,$0.00,0.00%
+461,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+462,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+463,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+464,5,Tree nut farming,$0.00,$0.00,0.00%
+465,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+466,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+467,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+468,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+469,138,Paperboard mills,$0.00,$0.00,0.00%
+470,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+471,117,Apparel knitting mills,$0.00,$0.00,0.00%
+472,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+473,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+474,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+475,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+476,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+477,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+478,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+479,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+480,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+481,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+482,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+483,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+484,511,State government passenger transit,$0.00,$0.00,0.00%
+485,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+486,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+487,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+488,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+489,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+490,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+491,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+492,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+493,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+494,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+495,328,Motor home manufacturing,$0.00,$0.00,0.00%
+496,77,Cheese manufacturing,$0.00,$0.00,0.00%
+497,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+498,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+499,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+500,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+501,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+502,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+503,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+504,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+505,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+506,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+507,112,Carpet and rug mills,$0.00,$0.00,0.00%
+508,210,Steel wire drawing,$0.00,$0.00,0.00%
+509,186,Tire manufacturing,$0.00,$0.00,0.00%
+510,75,Canned specialties,$0.00,$0.00,0.00%
+511,161,Fertilizer mixing,$0.00,$0.00,0.00%
+512,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+513,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+514,41,Electric power generation - All other,$0.00,$0.00,0.00%
+515,343,Ship building and repairing,$0.00,$0.00,0.00%
 516,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
-517,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
-518,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
-519,344,Boat building,$0.00,$0.00,0.00%
-520,41,Electric power generation - All other,$0.00,$0.00,0.00%
+517,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+518,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+519,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+520,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
 521,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
-522,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+522,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
 523,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
-524,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
-525,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
-526,512,State government electric utilities,$0.00,$0.00,0.00%
-527,136,Pulp mills,$0.00,$0.00,0.00%
-528,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+524,344,Boat building,$0.00,$0.00,0.00%
+525,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+526,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+527,512,State government electric utilities,$0.00,$0.00,0.00%
+528,136,Pulp mills,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2030/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2030/occupation_impacts_table.csv
index 9b51db1..f47ad10 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2030/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2030/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,132.47,126.53,"$22,301,934.00","$4,154,891.09","$26,456,825.09","295,721.80"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",31.63,30.44,"$5,693,329.23","$1,095,769.63","$6,789,098.86","68,531.33"
-11-3000,Operations Specialties Managers,80.79,78.53,"$14,105,193.69","$2,745,597.94","$16,850,791.63","174,610.21"
-11-9000,Other Management Occupations,171.00,164.39,"$21,275,940.32","$3,827,920.95","$25,103,861.27","369,956.01"
-13-1000,Business Operations Specialists,287.33,277.50,"$28,941,507.71","$5,337,320.50","$34,278,828.21","580,492.58"
-13-2000,Financial Specialists,68.18,65.90,"$7,125,254.85","$1,291,461.49","$8,416,716.34","136,711.70"
-15-1200,Computer Occupations,61.30,59.28,"$7,780,957.61","$1,456,963.37","$9,237,920.98","122,563.23"
-15-2000,Mathematical Science Occupations,4.13,3.99,"$542,962.94","$98,027.56","$640,990.50","8,202.38"
-17-1000,"Architects, Surveyors, and Cartographers",5.65,5.45,"$501,839.09","$85,808.09","$587,647.18","11,489.01"
-17-2000,Engineers,148.20,144.95,"$17,156,114.57","$3,466,630.87","$20,622,745.44","310,032.37"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",46.38,45.41,"$3,944,321.18","$800,745.17","$4,745,066.35","92,118.79"
-19-1000,Life Scientists,1.30,1.22,"$124,164.85","$21,282.24","$145,447.09","2,564.18"
-19-2000,Physical Scientists,1.75,1.69,"$221,093.16","$43,717.94","$264,811.10","3,516.63"
-19-3000,Social Scientists and Related Workers,0.87,0.80,"$81,352.47","$14,825.25","$96,177.72","1,584.85"
-19-4000,"Life, Physical, and Social Science Technicians",2.60,2.51,"$196,614.50","$38,607.62","$235,222.12","4,794.77"
-19-5000,Occupational Health and Safety Specialists and Technicians,13.02,12.62,"$1,185,539.64","$220,942.91","$1,406,482.54","26,438.66"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",12.10,10.82,"$589,841.88","$111,420.91","$701,262.79","21,010.22"
-21-2000,Religious Workers,3.92,3.40,"$166,468.35","$24,192.76","$190,661.11","7,756.73"
-23-1000,"Lawyers, Judges, and Related Workers",7.10,6.81,"$1,270,881.39","$220,164.60","$1,491,045.99","15,157.62"
-23-2000,Legal Support Workers,4.30,4.11,"$248,591.94","$42,570.11","$291,162.05","7,743.95"
-25-1000,Postsecondary Teachers,1.98,1.80,"$129,109.37","$28,743.02","$157,852.39","2,970.73"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",7.02,6.17,"$268,049.64","$50,830.56","$318,880.21","11,920.10"
-25-3000,Other Teachers and Instructors,5.50,4.92,"$203,330.94","$40,353.17","$243,684.12","7,014.42"
-25-4000,"Librarians, Curators, and Archivists",0.30,0.26,"$14,807.39","$2,526.29","$17,333.68",493.15
-25-9000,Other Educational Instruction and Library Occupations,3.90,3.45,"$139,847.87","$26,406.59","$166,254.46","5,463.99"
-27-1000,Art and Design Workers,8.97,8.54,"$680,888.68","$123,396.18","$804,284.86","16,233.51"
-27-2000,"Entertainers and Performers, Sports and Related Workers",4.24,3.76,"$236,172.47","$40,681.63","$276,854.09","5,928.44"
-27-3000,Media and Communication Workers,7.52,7.12,"$559,771.75","$103,190.52","$662,962.27","13,921.18"
-27-4000,Media and Communication Equipment Workers,2.62,2.45,"$146,838.26","$24,949.65","$171,787.91","4,468.71"
-29-1000,Healthcare Diagnosing or Treating Practitioners,35.90,33.04,"$4,419,473.90","$862,857.10","$5,282,331.01","64,669.89"
-29-2000,Health Technologists and Technicians,18.48,16.93,"$1,033,856.98","$202,896.01","$1,236,752.99","32,515.98"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.65,0.60,"$45,073.68","$8,540.55","$53,614.24","1,221.82"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",34.23,30.54,"$1,005,265.29","$195,764.91","$1,201,030.20","53,642.45"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,1.30,1.19,"$56,832.24","$11,302.44","$68,134.69","1,943.79"
-31-9000,Other Healthcare Support Occupations,13.78,12.60,"$538,107.17","$102,124.12","$640,231.29","22,261.66"
-33-1000,Supervisors of Protective Service Workers,1.11,1.02,"$85,171.65","$15,649.61","$100,821.26","2,361.05"
-33-2000,Firefighting and Prevention Workers,1.24,1.15,"$44,685.67","$7,741.08","$52,426.75","3,128.87"
-33-3000,Law Enforcement Workers,0.18,0.16,"$10,841.69","$2,611.30","$13,452.98",390.06
-33-9000,Other Protective Service Workers,20.52,18.81,"$1,060,099.04","$187,728.93","$1,247,827.97","33,554.98"
-35-1000,Supervisors of Food Preparation and Serving Workers,17.27,13.77,"$784,923.82","$111,254.63","$896,178.45","28,785.19"
-35-2000,Cooks and Food Preparation Workers,44.17,35.64,"$1,209,899.97","$176,562.81","$1,386,462.78","59,824.06"
-35-3000,Food and Beverage Serving Workers,91.29,72.82,"$2,125,385.18","$297,458.43","$2,422,843.62","99,270.36"
-35-9000,Other Food Preparation and Serving Related Workers,18.84,15.05,"$392,349.35","$55,120.94","$447,470.30","18,548.00"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,2.53,2.31,"$124,417.83","$22,141.62","$146,559.45","5,087.22"
-37-2000,Building Cleaning and Pest Control Workers,36.17,33.46,"$1,261,094.40","$237,346.68","$1,498,441.08","57,637.42"
-37-3000,Grounds Maintenance Workers,11.81,10.86,"$476,312.09","$84,021.74","$560,333.82","20,083.88"
-39-1000,Supervisors of Personal Care and Service Workers,1.63,1.42,"$86,419.84","$18,257.97","$104,677.81","2,859.21"
-39-2000,Animal Care and Service Workers,2.36,2.07,"$57,529.31","$8,610.12","$66,139.43","3,151.97"
-39-3000,Entertainment Attendants and Related Workers,5.00,4.30,"$130,428.50","$28,795.49","$159,223.99","5,674.22"
-39-4000,Funeral Service Workers,0.40,0.34,"$12,946.61","$1,861.38","$14,807.99",609.04
-39-5000,Personal Appearance Workers,2.61,2.26,"$82,554.98","$12,369.38","$94,924.36","3,547.10"
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.44,0.40,"$15,870.68","$2,966.43","$18,837.11",698.04
-39-7000,Tour and Travel Guides,1.87,1.72,"$102,494.15","$18,464.37","$120,958.52","2,027.65"
-39-9000,Other Personal Care and Service Workers,10.13,8.77,"$228,316.29","$41,156.43","$269,472.71","11,748.99"
-41-1000,Supervisors of Sales Workers,21.59,19.53,"$1,619,143.83","$326,833.55","$1,945,977.38","42,811.39"
-41-2000,Retail Sales Workers,110.15,96.87,"$3,593,252.35","$745,868.37","$4,339,120.72","154,089.27"
-41-3000,"Sales Representatives, Services",30.45,29.03,"$2,577,320.13","$453,441.09","$3,030,761.22","60,788.08"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",76.41,74.42,"$7,567,713.60","$1,423,438.49","$8,991,152.08","161,382.13"
-41-9000,Other Sales and Related Workers,9.53,9.08,"$757,766.45","$144,223.67","$901,990.12","17,781.69"
-43-1000,Supervisors of Office and Administrative Support Workers,32.12,30.72,"$2,795,468.80","$541,915.92","$3,337,384.72","63,405.43"
-43-2000,Communications Equipment Operators,0.31,0.28,"$14,296.06","$2,651.21","$16,947.27",516.60
-43-3000,Financial Clerks,68.87,66.02,"$4,114,404.02","$767,785.83","$4,882,189.84","122,754.33"
-43-4000,Information and Record Clerks,74.31,70.42,"$4,013,171.68","$763,689.71","$4,776,861.39","125,186.53"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",91.03,86.85,"$5,977,892.65","$1,414,590.14","$7,392,482.79","175,220.15"
-43-6000,Secretaries and Administrative Assistants,65.02,62.03,"$3,683,652.00","$679,056.41","$4,362,708.41","115,270.07"
-43-9000,Other Office and Administrative Support Workers,84.66,80.97,"$4,076,115.03","$754,043.25","$4,830,158.27","138,065.92"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.11,0.10,"$8,903.67","$1,773.90","$10,677.56",244.82
-45-2000,Agricultural Workers,1.53,1.41,"$78,767.14","$15,327.40","$94,094.53","2,715.60"
-45-3000,Fishing and Hunting Workers,0.00,0.00,$58.34,$15.52,$73.86,3.13
-45-4000,"Forest, Conservation, and Logging Workers",0.14,0.13,"$7,401.66","$1,819.07","$9,220.73",290.20
-47-1000,Supervisors of Construction and Extraction Workers,168.52,163.06,"$13,832,360.21","$2,427,197.58","$16,259,557.79","363,292.38"
-47-2000,Construction Trades Workers,557.91,540.21,"$34,411,511.06","$6,113,158.65","$40,524,669.71","1,058,267.90"
-47-3000,"Helpers, Construction Trades",11.90,11.51,"$488,998.22","$85,197.58","$574,195.80","19,461.24"
-47-4000,Other Construction and Related Workers,9.80,9.51,"$794,850.91","$152,086.78","$946,937.69","19,425.66"
-47-5000,Extraction Workers,20.01,19.67,"$840,428.15","$188,208.47","$1,028,636.62","47,903.15"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",22.48,21.38,"$2,231,400.17","$440,776.62","$2,672,176.80","49,710.79"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",9.31,8.82,"$706,749.12","$140,825.73","$847,574.86","19,585.28"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",62.42,57.03,"$3,975,627.78","$742,123.22","$4,717,751.00","124,513.33"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",132.50,128.08,"$9,866,786.88","$1,945,540.70","$11,812,327.58","272,316.73"
-51-1000,Supervisors of Production Workers,75.66,74.24,"$7,751,485.14","$1,582,524.48","$9,334,009.62","167,430.43"
-51-2000,Assemblers and Fabricators,319.89,314.32,"$20,297,894.37","$4,204,089.73","$24,501,984.11","623,760.64"
-51-3000,Food Processing Workers,3.64,3.13,"$140,132.69","$31,048.21","$171,180.89","6,083.90"
-51-4000,Metal Workers and Plastic Workers,376.14,369.33,"$26,840,789.04","$5,425,025.36","$32,265,814.39","771,099.99"
-51-5100,Printing Workers,1.41,1.36,"$84,651.24","$16,016.91","$100,668.14","2,634.70"
-51-6000,"Textile, Apparel, and Furnishings Workers",3.33,3.06,"$137,970.44","$24,868.56","$162,839.01","5,683.32"
-51-7000,Woodworkers,2.89,2.81,"$162,083.00","$31,257.76","$193,340.76","5,578.76"
-51-8000,Plant and System Operators,3.86,3.78,"$341,298.70","$96,229.45","$437,528.15","8,151.77"
-51-9000,Other Production Occupations,169.12,165.58,"$11,228,410.95","$2,290,972.24","$13,519,383.19","329,959.22"
-53-1000,Supervisors of Transportation and Material Moving Workers,14.41,13.70,"$1,198,749.75","$241,307.84","$1,440,057.58","30,616.00"
-53-2000,Air Transportation Workers,2.00,1.88,"$266,376.38","$60,972.62","$327,349.00","3,702.42"
-53-3000,Motor Vehicle Operators,104.13,97.99,"$6,803,294.68","$1,499,423.59","$8,302,718.27","210,656.32"
-53-4000,Rail Transportation Workers,1.44,1.35,"$132,169.20","$39,057.10","$171,226.30","3,426.14"
-53-5000,Water Transportation Workers,2.84,2.65,"$280,028.17","$51,162.60","$331,190.78","6,661.83"
-53-6000,Other Transportation Workers,5.28,4.67,"$197,811.48","$37,730.58","$235,542.06","8,116.47"
-53-7000,Material Moving Workers,187.36,178.87,"$9,553,903.41","$1,869,425.71","$11,423,329.13","318,732.72"
+11-1000,Top Executives,135.00,128.96,"$22,616,983.95","$4,217,822.70","$26,834,806.65","301,450.71"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",31.91,30.71,"$5,749,664.49","$1,105,417.23","$6,855,081.72","69,140.99"
+11-3000,Operations Specialties Managers,83.16,80.85,"$14,351,596.82","$2,796,312.19","$17,147,909.01","179,757.51"
+11-9000,Other Management Occupations,172.72,166.04,"$21,448,262.61","$3,863,410.70","$25,311,673.32","373,666.73"
+13-1000,Business Operations Specialists,290.05,280.11,"$29,163,494.77","$5,379,586.08","$34,543,080.85","585,885.91"
+13-2000,Financial Specialists,69.39,67.08,"$7,246,005.91","$1,312,685.41","$8,558,691.32","139,138.62"
+15-1200,Computer Occupations,61.94,59.90,"$7,875,163.77","$1,472,865.47","$9,348,029.24","123,845.38"
+15-2000,Mathematical Science Occupations,4.20,4.06,"$553,593.37","$99,842.46","$653,435.83","8,340.47"
+17-1000,"Architects, Surveyors, and Cartographers",6.16,5.95,"$525,062.85","$90,769.97","$615,832.82","12,553.61"
+17-2000,Engineers,150.93,147.62,"$17,326,265.59","$3,503,829.62","$20,830,095.21","316,127.05"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",46.52,45.54,"$3,955,355.68","$802,835.07","$4,758,190.75","92,390.45"
+19-1000,Life Scientists,1.33,1.25,"$127,393.45","$21,849.46","$149,242.91","2,625.40"
+19-2000,Physical Scientists,1.78,1.73,"$225,402.02","$44,596.86","$269,998.88","3,585.58"
+19-3000,Social Scientists and Related Workers,0.89,0.82,"$83,471.63","$15,207.67","$98,679.30","1,623.47"
+19-4000,"Life, Physical, and Social Science Technicians",2.77,2.68,"$204,399.93","$40,336.55","$244,736.48","5,149.62"
+19-5000,Occupational Health and Safety Specialists and Technicians,13.69,13.28,"$1,219,445.49","$228,692.32","$1,448,137.81","27,833.53"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",12.38,11.07,"$604,004.95","$114,089.11","$718,094.06","21,505.90"
+21-2000,Religious Workers,4.02,3.48,"$170,433.18","$24,769.39","$195,202.56","7,940.75"
+23-1000,"Lawyers, Judges, and Related Workers",7.27,6.97,"$1,300,744.57","$225,208.84","$1,525,953.41","15,519.01"
+23-2000,Legal Support Workers,4.41,4.22,"$255,051.75","$43,659.28","$298,711.03","7,947.17"
+25-1000,Postsecondary Teachers,2.03,1.84,"$132,161.39","$29,423.02","$161,584.41","3,041.04"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",7.18,6.31,"$274,369.61","$52,029.97","$326,399.58","12,201.24"
+25-3000,Other Teachers and Instructors,5.62,5.03,"$207,593.60","$41,213.16","$248,806.76","7,157.73"
+25-4000,"Librarians, Curators, and Archivists",0.31,0.27,"$15,163.83","$2,586.70","$17,750.54",504.73
+25-9000,Other Educational Instruction and Library Occupations,3.98,3.53,"$143,015.19","$27,006.88","$170,022.07","5,588.14"
+27-1000,Art and Design Workers,9.08,8.64,"$689,249.19","$124,788.70","$814,037.89","16,417.39"
+27-2000,"Entertainers and Performers, Sports and Related Workers",4.33,3.85,"$241,541.69","$41,600.09","$283,141.78","6,057.56"
+27-3000,Media and Communication Workers,7.63,7.22,"$568,201.30","$104,657.75","$672,859.05","14,127.12"
+27-4000,Media and Communication Equipment Workers,2.69,2.52,"$151,759.44","$25,732.39","$177,491.82","4,596.41"
+29-1000,Healthcare Diagnosing or Treating Practitioners,36.71,33.79,"$4,520,537.79","$882,645.86","$5,403,183.65","66,133.32"
+29-2000,Health Technologists and Technicians,18.90,17.31,"$1,057,580.29","$207,568.01","$1,265,148.30","33,259.34"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.67,0.62,"$46,188.36","$8,751.10","$54,939.46","1,250.82"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",35.01,31.24,"$1,027,885.08","$200,191.34","$1,228,076.42","54,863.52"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,1.33,1.22,"$58,160.76","$11,566.82","$69,727.58","1,989.12"
+31-9000,Other Healthcare Support Occupations,14.10,12.89,"$550,526.86","$104,484.43","$655,011.29","22,775.68"
+33-1000,Supervisors of Protective Service Workers,1.13,1.03,"$86,645.06","$15,929.34","$102,574.40","2,387.23"
+33-2000,Firefighting and Prevention Workers,1.25,1.15,"$44,961.86","$7,791.29","$52,753.15","3,146.44"
+33-3000,Law Enforcement Workers,0.18,0.16,"$11,132.13","$2,703.36","$13,835.49",396.18
+33-9000,Other Protective Service Workers,21.00,19.27,"$1,080,199.58","$191,458.56","$1,271,658.14","34,385.68"
+35-1000,Supervisors of Food Preparation and Serving Workers,17.66,14.08,"$802,947.01","$113,825.00","$916,772.01","29,441.69"
+35-2000,Cooks and Food Preparation Workers,45.14,36.42,"$1,236,821.68","$180,490.11","$1,417,311.79","61,131.77"
+35-3000,Food and Beverage Serving Workers,93.36,74.47,"$2,173,561.79","$304,207.66","$2,477,769.45","101,516.39"
+35-9000,Other Food Preparation and Serving Related Workers,19.27,15.39,"$401,273.26","$56,371.51","$457,644.77","18,967.91"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,2.61,2.39,"$128,265.06","$22,817.61","$151,082.67","5,247.15"
+37-2000,Building Cleaning and Pest Control Workers,37.19,34.40,"$1,289,910.18","$242,902.00","$1,532,812.18","59,257.98"
+37-3000,Grounds Maintenance Workers,12.14,11.16,"$489,779.64","$86,367.96","$576,147.61","20,648.40"
+39-1000,Supervisors of Personal Care and Service Workers,1.67,1.45,"$88,487.07","$18,680.17","$107,167.24","2,926.77"
+39-2000,Animal Care and Service Workers,2.41,2.12,"$58,894.83","$8,814.97","$67,709.80","3,226.68"
+39-3000,Entertainment Attendants and Related Workers,5.12,4.40,"$133,501.01","$29,446.46","$162,947.47","5,804.24"
+39-4000,Funeral Service Workers,0.40,0.35,"$13,245.02","$1,904.13","$15,149.15",623.11
+39-5000,Personal Appearance Workers,2.67,2.32,"$84,486.40","$12,658.57","$97,144.97","3,630.43"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.45,0.41,"$16,170.32","$3,022.40","$19,192.71",711.41
+39-7000,Tour and Travel Guides,1.93,1.77,"$105,509.59","$19,007.34","$124,516.93","2,086.59"
+39-9000,Other Personal Care and Service Workers,10.36,8.97,"$233,654.50","$42,117.31","$275,771.81","12,022.59"
+41-1000,Supervisors of Sales Workers,22.01,19.90,"$1,647,860.68","$332,495.47","$1,980,356.15","43,636.04"
+41-2000,Retail Sales Workers,112.50,98.94,"$3,669,699.00","$761,545.79","$4,431,244.79","157,341.12"
+41-3000,"Sales Representatives, Services",30.98,29.54,"$2,627,111.40","$461,882.22","$3,088,993.62","61,853.81"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",77.17,75.16,"$7,640,098.06","$1,435,451.45","$9,075,549.51","163,003.16"
+41-9000,Other Sales and Related Workers,9.65,9.19,"$765,462.23","$145,522.58","$910,984.80","17,981.37"
+43-1000,Supervisors of Office and Administrative Support Workers,32.67,31.25,"$2,831,895.58","$549,152.04","$3,381,047.63","64,504.90"
+43-2000,Communications Equipment Operators,0.31,0.29,"$14,583.02","$2,704.36","$17,287.38",526.84
+43-3000,Financial Clerks,70.04,67.14,"$4,167,924.57","$777,981.12","$4,945,905.69","124,862.73"
+43-4000,Information and Record Clerks,75.46,71.50,"$4,072,185.27","$774,372.92","$4,846,558.19","127,121.67"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",92.28,88.02,"$6,036,481.51","$1,431,289.09","$7,467,770.59","177,643.10"
+43-6000,Secretaries and Administrative Assistants,66.00,62.97,"$3,727,385.38","$687,295.09","$4,414,680.47","117,012.11"
+43-9000,Other Office and Administrative Support Workers,86.14,82.39,"$4,124,566.34","$763,494.98","$4,888,061.32","140,502.33"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.12,0.11,"$9,313.83","$1,868.14","$11,181.97",256.09
+45-2000,Agricultural Workers,1.58,1.45,"$81,111.45","$15,769.84","$96,881.29","2,792.54"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$59.70,$15.88,$75.59,3.20
+45-4000,"Forest, Conservation, and Logging Workers",0.15,0.14,"$8,225.87","$2,074.85","$10,300.72",322.63
+47-1000,Supervisors of Construction and Extraction Workers,176.82,171.22,"$14,310,395.42","$2,536,908.96","$16,847,304.38","381,684.20"
+47-2000,Construction Trades Workers,575.73,557.74,"$35,098,196.14","$6,269,643.25","$41,367,839.38","1,095,803.29"
+47-3000,"Helpers, Construction Trades",11.92,11.53,"$489,852.90","$85,347.32","$575,200.21","19,494.20"
+47-4000,Other Construction and Related Workers,10.05,9.75,"$807,302.03","$154,983.34","$962,285.37","19,956.40"
+47-5000,Extraction Workers,51.77,50.93,"$1,948,544.62","$445,142.46","$2,393,687.08","122,660.09"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",25.41,24.26,"$2,417,248.78","$483,145.86","$2,900,394.64","56,360.25"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",9.53,9.03,"$722,712.16","$144,313.25","$867,025.41","20,068.83"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",68.34,62.78,"$4,232,042.44","$797,806.18","$5,029,848.62","137,296.38"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",141.70,137.10,"$10,229,482.70","$2,027,490.60","$12,256,973.30","291,697.01"
+51-1000,Supervisors of Production Workers,76.25,74.82,"$7,788,624.57","$1,591,149.04","$9,379,773.62","168,751.59"
+51-2000,Assemblers and Fabricators,320.06,314.48,"$20,307,310.52","$4,205,727.34","$24,513,037.86","624,087.44"
+51-3000,Food Processing Workers,3.72,3.20,"$143,204.95","$31,747.81","$174,952.76","6,215.67"
+51-4000,Metal Workers and Plastic Workers,377.59,370.75,"$26,903,542.80","$5,439,169.80","$32,342,712.60","774,108.17"
+51-5100,Printing Workers,1.43,1.38,"$85,320.57","$16,129.91","$101,450.49","2,660.86"
+51-6000,"Textile, Apparel, and Furnishings Workers",3.39,3.12,"$140,581.97","$25,308.06","$165,890.03","5,791.55"
+51-7000,Woodworkers,2.91,2.82,"$162,640.46","$31,354.02","$193,994.48","5,599.40"
+51-8000,Plant and System Operators,4.33,4.24,"$365,792.44","$102,761.97","$468,554.41","9,156.97"
+51-9000,Other Production Occupations,171.23,167.64,"$11,311,566.65","$2,309,845.04","$13,621,411.69","334,178.71"
+53-1000,Supervisors of Transportation and Material Moving Workers,15.22,14.48,"$1,247,850.95","$252,312.30","$1,500,163.26","32,362.65"
+53-2000,Air Transportation Workers,2.04,1.92,"$272,159.49","$62,283.67","$334,443.16","3,780.96"
+53-3000,Motor Vehicle Operators,108.42,102.14,"$6,990,890.43","$1,541,821.83","$8,532,712.26","219,576.80"
+53-4000,Rail Transportation Workers,1.78,1.67,"$157,660.61","$46,596.70","$204,257.31","4,246.11"
+53-5000,Water Transportation Workers,2.92,2.73,"$288,605.56","$52,719.35","$341,324.91","6,864.43"
+53-6000,Other Transportation Workers,5.39,4.77,"$202,609.04","$38,701.08","$241,310.13","8,290.75"
+53-7000,Material Moving Workers,195.33,186.61,"$9,825,586.94","$1,929,151.25","$11,754,738.18","333,592.87"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2030/tax_results.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2030/tax_results.csv
index 320ac4d..f83ce16 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2030/tax_results.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2030/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$291,766.65","$2,438,469.84","$1,761,669.10","$11,306,532.05","$76,801,971.28","$92,600,408.92"
-2 - Indirect,"$230,152.88","$1,894,439.13","$1,337,055.21","$6,509,044.00","$17,560,245.16","$27,530,936.38"
-3 - Induced,"$287,738.62","$2,362,352.36","$1,660,605.38","$7,647,939.67","$13,464,664.45","$25,423,300.48"
-,"$809,658.16","$6,695,261.32","$4,759,329.68","$25,463,515.72","$107,826,880.89","$145,554,645.77"
+1 - Direct,"$380,163.76","$3,162,786.75","$2,269,242.74","$13,535,594.83","$78,578,246.45","$97,926,034.53"
+2 - Indirect,"$241,416.78","$1,986,959.77","$1,402,139.93","$6,811,904.92","$18,143,751.92","$28,586,173.32"
+3 - Induced,"$294,517.79","$2,418,009.82","$1,699,729.62","$7,828,131.97","$13,781,984.20","$26,022,373.41"
+,"$916,098.34","$7,567,756.35","$5,371,112.29","$28,175,631.72","$110,503,982.57","$152,534,581.26"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 269d280..ab911f7 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2030/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,697,265.10"
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,464.65"
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,693,819.43"
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,698,274.54"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,774.21"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,778,806.09"
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00"
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,212.51"
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.03"
-7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,925.75"
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.17"
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,212.40"
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,428,295.09"
-11,224,Nonferrous forging,"$17,187,170.89","$604,079.65"
-12,460,Other support services,"$116,743,407.01","$4,063,974.15"
-13,223,Iron and steel forging,"$52,274,449.17","$1,753,925.68"
-14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,118,975.30"
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,681,073.37"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,213.25"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.31"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,929.94"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.84"
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,470.37"
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,551,843.11"
+11,224,Nonferrous forging,"$17,187,170.89","$604,176.13"
+12,460,Other support services,"$116,743,407.01","$4,085,600.09"
+13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$33,041,313.47"
+14,223,Iron and steel forging,"$52,274,449.17","$1,754,198.78"
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,723,941.68"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2031/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2031/economic_indicators_by_impact.csv
index c8ee261..e12ebcf 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2031/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2031/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"3,834.16","$333,379,609.19","$456,600,836.08","$1,280,706,255.86"
-2 - Indirect,"1,125.65","$71,912,333.72","$121,873,932.03","$257,593,936.07"
-3 - Induced,"1,124.23","$51,564,651.20","$116,293,690.68","$207,681,447.03"
-,"6,084.04","$456,856,594.12","$694,768,458.79","$1,745,981,638.96"
+1 - Direct,"3,887.33","$343,378,065.65","$484,100,382.38","$1,327,206,255.86"
+2 - Indirect,"1,174.22","$75,336,538.17","$128,929,574.26","$272,492,246.40"
+3 - Induced,"1,164.64","$53,415,889.39","$120,467,919.88","$215,141,061.02"
+,"6,226.19","$472,130,493.21","$733,497,876.52","$1,814,839,563.28"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index f17b1cb..6fa375f 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2031/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,697,528.40",6828.17%
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,546.12",309.17%
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,715,970.98",149.64%
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,699,057.89",6828.20%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,914,015.21",309.17%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,844,740.23",149.74%
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00",76.24%
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,212.77",66.19%
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.13",63.98%
-7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,927.41",20.82%
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.41",15.95%
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,314.75",8.90%
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,472,675.32",5.42%
-11,224,Nonferrous forging,"$17,187,170.89","$604,106.46",3.51%
-12,460,Other support services,"$116,743,407.01","$4,073,011.63",3.49%
-13,223,Iron and steel forging,"$52,274,449.17","$1,754,003.01",3.36%
-14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,365,491.53",3.34%
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,702,470.68",3.24%
-16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$194,820.74",3.07%
-17,254,Construction machinery manufacturing,"$33,431,733.61","$885,909.04",2.65%
-18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$426,383.76",2.60%
-19,129,Wood windows and door manufacturing,"$6,006,154.37","$154,835.26",2.58%
-20,457,Investigation and security services,"$59,623,127.89","$1,384,171.88",2.32%
-21,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$4,094.73",2.32%
-22,454,Employment services,"$387,522,663.46","$8,962,345.85",2.31%
-23,199,Other concrete product manufacturing,"$20,536,708.26","$434,612.30",2.12%
-24,455,Business support services,"$81,622,923.15","$1,684,894.84",2.06%
-25,453,Facilities support services,"$18,809,929.65","$381,369.09",2.03%
-26,197,Concrete block and brick manufacturing,"$4,381,689.69","$87,235.66",1.99%
-27,451,Management of companies and enterprises,"$529,170,690.74","$9,358,159.38",1.77%
-28,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$9,983,834.94",1.75%
-29,399,Truck transportation,"$1,193,488,141.88","$18,772,371.18",1.57%
-30,440,Specialized design services,"$35,933,528.26","$557,276.76",1.55%
-31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$79,725.52",1.47%
-32,196,Ready-mix concrete manufacturing,"$285,491,907.84","$4,112,334.02",1.44%
-33,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$7,909,283.17",1.42%
-34,337,Aircraft manufacturing,"$86,772,712.07","$1,228,592.32",1.42%
-35,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,069,454.25",1.37%
-36,403,Couriers and messengers,"$213,253,723.63","$2,848,368.27",1.34%
-37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$1,167,820.06",1.32%
-38,508,Postal service,"$125,450,187.77","$1,555,833.01",1.24%
-39,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$1,132,092.79",1.23%
-40,26,Stone mining and quarrying,"$31,976,061.34","$377,544.86",1.18%
-41,447,"Advertising, public relations, and related services","$76,206,587.86","$896,514.74",1.18%
-42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$6,468,309.51",1.12%
-43,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$2,646,452.64",1.08%
-44,418,"Data processing, hosting, and related services","$291,048,307.59","$3,090,312.31",1.06%
-45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$5,945,006.43",1.05%
-46,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$1,548,820.07",1.00%
-47,432,Automotive equipment rental and leasing,"$102,405,091.42","$1,019,877.44",1.00%
-48,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$8,085,725.37",0.99%
-49,437,Legal services,"$411,686,987.07","$4,039,703.79",0.98%
-50,413,Radio and television broadcasting,"$128,460,835.20","$1,256,520.45",0.98%
-51,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$3,158,168.22",0.98%
-52,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$1,102,365.37",0.97%
-53,452,Office administrative services,"$121,416,424.85","$1,141,649.21",0.94%
-54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$1,017,929.29",0.93%
-55,448,Photographic services,"$6,946,918.71","$63,374.22",0.91%
-56,479,Commercial Sports Except Racing,"$3,476,338.42","$31,658.31",0.91%
-57,406,Periodical publishers,"$16,212,170.93","$147,610.10",0.91%
-58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$2,349,266.52",0.89%
-59,42,Electric power transmission and distribution,"$1,117,279,919.78","$9,830,574.10",0.88%
-60,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$4,678,911.92",0.88%
-61,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$2,662,840.35",0.85%
-62,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,875,094.28",0.85%
-63,21,Coal mining,"$2,911,704,202.57","$24,698,467.24",0.85%
-64,43,Natural gas distribution,"$226,004,592.60","$1,892,471.59",0.84%
-65,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$11,437,037.24",0.83%
-66,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$1,059,341.81",0.83%
-67,458,Services to buildings,"$210,863,686.06","$1,743,485.62",0.83%
-68,404,Warehousing and storage,"$190,282,196.62","$1,573,159.05",0.83%
-69,414,Cable and other subscription programming,"$23,580,404.28","$193,454.74",0.82%
-70,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$4,324,855.82",0.82%
-71,505,Business and professional associations,"$86,788,585.52","$709,878.34",0.82%
-72,487,Fitness and recreational sports centers,"$47,685,531.12","$381,932.92",0.80%
-73,509,Federal electric utilities,"$17,146,395.42","$137,065.68",0.80%
-74,492,Limited-service restaurants,"$1,041,352,547.93","$8,293,756.02",0.80%
-75,408,"Directory, mailing list, and other publishers","$4,955,701.45","$39,249.19",0.79%
-76,431,Owner-occupied housing,"$4,444,497,247.52","$35,150,927.18",0.79%
-77,466,Offices of dentists,"$271,899,263.02","$2,112,965.20",0.78%
-78,472,Hospitals,"$775,130,452.97","$5,984,719.34",0.77%
-79,499,Personal care services,"$105,986,766.41","$815,092.62",0.77%
-80,410,Software publishers,"$184,892,079.62","$1,416,903.93",0.77%
-81,390,Retail - Health and personal care stores,"$189,122,051.74","$1,445,941.36",0.76%
-82,396,Air transportation,"$185,983,832.23","$1,416,493.55",0.76%
-83,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$186,912.36",0.76%
-84,495,Car washes,"$60,896,626.31","$460,239.08",0.76%
-85,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$963,110.35",0.75%
-86,491,Full-service restaurants,"$957,773,115.52","$7,174,000.35",0.75%
-87,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$63,575.74",0.75%
-88,462,Elementary and secondary schools,"$34,238,275.96","$255,717.55",0.75%
-89,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$7,346,684.66",0.74%
-90,394,Retail - General merchandise stores,"$553,647,942.57","$4,115,872.68",0.74%
-91,425,Direct life insurance carriers,"$42,208,644.52","$313,200.39",0.74%
-92,443,"Other computer related services, including facilities management","$44,926,337.84","$333,353.02",0.74%
-93,387,Retail - Electronics and appliance stores,"$60,211,745.28","$445,167.35",0.74%
-94,389,Retail - Food and beverage stores,"$517,469,128.57","$3,753,071.53",0.73%
-95,514,Local government passenger transit,"$2,981,749.49","$21,619.29",0.73%
-96,475,Individual and family services,"$223,584,092.68","$1,612,167.55",0.72%
-97,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,633,083.57",0.72%
-98,515,Local government electric utilities,"$7,801,045.18","$55,934.35",0.72%
-99,461,Waste management and remediation services,"$225,632,059.53","$1,598,723.60",0.71%
-100,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,742,075.53",0.70%
-101,400,Transit and ground passenger transportation,"$87,175,571.40","$610,194.22",0.70%
-102,484,Amusement parks and arcades,"$8,147,368.71","$57,006.69",0.70%
-103,478,Performing arts companies,"$63,413,148.22","$442,982.62",0.70%
-104,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$1,443,300.02",0.69%
-105,459,Landscape and horticultural services,"$275,016,411.40","$1,847,329.41",0.67%
-106,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$18,955.97",0.67%
-107,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$32,163.03",0.67%
-108,405,Newspaper publishers,"$75,385,661.65","$501,891.62",0.67%
-109,465,Offices of physicians,"$740,188,232.97","$4,926,292.57",0.67%
-110,426,"Insurance carriers, except direct life","$545,149,698.92","$3,585,208.53",0.66%
-111,502,Other personal services,"$178,806,274.18","$1,169,718.79",0.65%
-112,510,Other federal government enterprises,"$1,867,051.07","$12,198.33",0.65%
-113,503,Religious organizations,"$135,764,739.85","$883,465.29",0.65%
-114,221,Custom roll forming,"$23,817,580.17","$153,101.16",0.64%
-115,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$726,658.40",0.64%
-116,506,Labor and civic organizations,"$105,944,986.89","$672,732.72",0.63%
-117,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$1,582,327.65",0.63%
-118,44,"Water, sewage and other systems","$21,303,485.72","$134,142.27",0.63%
-119,507,Private households,"$17,924,890.71","$112,550.48",0.63%
-120,481,"Independent artists, writers, and performers","$137,990,888.93","$849,269.04",0.62%
-121,473,Nursing and community care facilities,"$273,693,670.49","$1,677,136.73",0.61%
-122,439,"Architectural, engineering, and related services","$663,216,940.93","$4,052,041.20",0.61%
-123,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$4,082,591.31",0.61%
-124,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$439,372.28",0.60%
-125,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$1,383,551.73",0.59%
-126,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$4,262,597.47",0.58%
-127,476,Child day care services,"$173,556,969.71","$1,007,168.56",0.58%
-128,449,Veterinary services,"$101,826,770.30","$590,020.07",0.58%
-129,424,Other financial investment activities,"$1,738,609,271.81","$10,060,560.24",0.58%
-130,464,Other educational services,"$276,105,016.01","$1,575,877.98",0.57%
-131,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$794,760.61",0.57%
-132,493,All other food and drinking places,"$603,532,483.05","$3,416,202.47",0.57%
-133,444,Management consulting services,"$251,198,056.46","$1,421,603.40",0.57%
-134,516,Other local government enterprises,"$776,177,579.59","$4,366,434.88",0.56%
-135,468,Outpatient care centers,"$330,858,673.33","$1,859,598.06",0.56%
-136,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,913,948.04",0.56%
-137,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$1,028,025.14",0.55%
-138,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$5,853,809.53",0.55%
-139,513,Other state government enterprises,"$14,156,836.55","$76,804.83",0.54%
-140,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$640,144.62",0.52%
-141,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$13,512.08",0.52%
-142,242,Metal coating and nonprecious engraving,"$8,101,071.47","$41,505.44",0.51%
-143,415,Wired telecommunications carriers,"$765,674,352.28","$3,882,808.57",0.51%
-144,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$730,823.82",0.51%
-145,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$229,741.22",0.51%
-146,429,Other real estate,"$4,970,388,101.43","$24,946,578.28",0.50%
-147,3,Vegetable and melon farming,"$6,609,930.97","$33,150.09",0.50%
-148,104,Tobacco manufacturing,"$6,603,883.06","$32,632.39",0.49%
-149,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$23,700.11",0.48%
-150,201,Gypsum product manufacturing,"$62,726,288.59","$298,196.27",0.48%
-151,469,Medical and diagnostic laboratories,"$105,938,912.27","$498,695.43",0.47%
-152,398,Water transportation,"$11,961,984.14","$55,726.00",0.47%
-153,411,Motion picture and video industries,"$109,931,494.98","$501,374.37",0.46%
-154,430,Tenant-occupied housing,"$1,046,341,198.42","$4,767,598.44",0.46%
-155,203,Cut stone and stone product manufacturing,"$1,374,172.26","$6,202.38",0.45%
-156,500,Death care services,"$46,286,967.10","$208,621.32",0.45%
-157,239,Machine shops,"$129,567,269.37","$580,363.09",0.45%
-158,4,Fruit farming,"$384,884.42","$1,679.70",0.44%
-159,195,Cement manufacturing,"$132,407,672.79","$575,588.11",0.43%
-160,229,Plate work manufacturing,"$7,212,949.34","$30,710.08",0.43%
-161,471,Other ambulatory health care services,"$103,224,782.99","$414,316.76",0.40%
-162,467,Offices of other health practitioners,"$364,689,970.79","$1,431,573.78",0.39%
-163,470,Home health care services,"$73,759,567.90","$285,332.30",0.39%
-164,391,Retail - Gasoline stores,"$487,933,166.50","$1,876,302.47",0.38%
-165,501,Dry-cleaning and laundry services,"$83,675,246.11","$319,535.40",0.38%
-166,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$50,680.47",0.37%
-167,139,Paperboard container manufacturing,"$2,219,895.78","$8,146.07",0.37%
-168,486,Other amusement and recreation industries,"$263,123,626.14","$944,915.44",0.36%
-169,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$5,250.59",0.36%
-170,407,Book publishers,"$8,704,740.33","$29,426.49",0.34%
-171,125,Wood preservation,"$25,246,163.52","$82,409.87",0.33%
-172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$32,107.74",0.32%
-173,485,Gambling industries (except casino hotels),"$417,593,840.35","$1,266,117.04",0.30%
-174,37,Electric power generation - Solar,"$4,333,055.09","$12,640.49",0.29%
-175,38,Electric power generation - Wind,"$185,428,436.16","$540,936.02",0.29%
-176,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$5,603,978.93",0.29%
-177,27,Sand and gravel mining,"$216,223,131.49","$612,643.83",0.28%
-178,488,Bowling centers,"$21,593,225.39","$60,512.15",0.28%
-179,480,Racing and Track Operation,"$6,801,162.46","$18,835.22",0.28%
-180,442,Computer systems design services,"$304,936,867.78","$801,334.50",0.26%
-181,144,Printing,"$57,542,256.23","$144,633.78",0.25%
-182,434,Video tape and disc rental,"$3,473,473.59","$8,607.25",0.25%
-183,368,Sign manufacturing,"$23,533,228.46","$57,426.38",0.24%
-184,124,Sawmills,"$141,329,754.94","$334,219.30",0.24%
-185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$9,796.82",0.23%
-186,226,Handtool manufacturing,"$14,510,909.57","$29,089.53",0.20%
-187,456,Travel arrangement and reservation services,"$498,338,395.79","$963,332.96",0.19%
-188,220,Nonferrous metal foundries,"$16,365,994.89","$31,282.50",0.19%
-189,397,Rail transportation,"$1,846,923,315.97","$3,283,723.11",0.18%
-190,228,Fabricated structural metal manufacturing,"$108,558,620.40","$190,287.86",0.18%
-191,146,Petroleum refineries,"$6,572,475,454.77","$11,493,483.34",0.17%
-192,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$18,994.26",0.17%
-193,100,Manufactured ice,"$3,942,329.02","$6,696.67",0.17%
-194,238,Spring and wire product manufacturing,"$10,164,502.90","$17,016.30",0.17%
-195,490,Other accommodations,"$130,132,793.65","$216,395.52",0.17%
-196,235,Metal cans manufacturing,"$84,837,591.04","$134,117.17",0.16%
-197,446,Scientific research and development services,"$1,017,623,425.88","$1,439,310.55",0.14%
-198,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$18,761.61",0.14%
-199,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$121,932.09",0.14%
-200,174,Explosives manufacturing,"$52,050,877.00","$69,080.54",0.13%
-201,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$14,934.22",0.13%
-202,32,Metal mining services,"$40,137,198.28","$52,102.32",0.13%
-203,16,Commercial logging,"$38,196,492.13","$48,653.28",0.13%
-204,441,Custom computer programming services,"$266,955,199.74","$334,153.62",0.13%
-205,175,Custom compounding of purchased resins,"$17,576,678.87","$21,947.12",0.12%
-206,445,Environmental and other technical consulting services,"$1,027,018,118.68","$1,280,372.66",0.12%
-207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$100,897.50",0.12%
-208,185,Other plastics product manufacturing,"$54,262,105.84","$56,170.84",0.10%
-209,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$6,194.27",0.10%
-210,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$85,935.61",0.10%
-211,132,Wood container and pallet manufacturing,"$5,150,805.78","$4,937.72",0.10%
-212,99,Bottled and canned soft drinks and water,"$177,852,624.62","$169,744.32",0.10%
-213,10,All other crop farming,"$163,550,998.97","$150,409.34",0.09%
-214,18,Commercial hunting and trapping,"$23,256,232.55","$20,884.09",0.09%
-215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$154,387.10",0.09%
-216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$27,183.02",0.08%
-217,251,Other fabricated metal manufacturing,"$30,533,977.78","$21,884.72",0.07%
-218,20,Oil and gas extraction,"$4,984,035,362.50","$2,860,727.52",0.06%
-219,329,Travel trailer and camper manufacturing,"$11,059,948.62","$6,253.14",0.06%
-220,401,Pipeline transportation,"$1,611,889,849.10","$861,845.19",0.05%
-221,102,Wineries,"$2,616,541.19","$1,383.35",0.05%
-222,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$60,349.97",0.05%
-223,366,"Doll, toy, and game manufacturing","$8,851,137.40","$4,306.61",0.05%
-224,13,Poultry and egg production,"$69,842,214.62","$33,298.45",0.05%
-225,231,Sheet metal work manufacturing,"$2,174,657.13","$1,020.50",0.05%
-226,116,Other textile product mills,"$18,711,047.72","$7,828.91",0.04%
-227,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,851.97",0.04%
-228,101,Breweries,"$54,815,146.01","$22,598.49",0.04%
-229,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$2,703.28",0.04%
-230,19,Support activities for agriculture and forestry,"$44,762,204.87","$17,976.90",0.04%
-231,79,Fluid milk manufacturing,"$4,900,848.36","$1,791.45",0.04%
-232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$261.54,0.04%
-233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$13,252.21",0.03%
-234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$20,264.03",0.03%
-235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21","$1,004.94",0.03%
-236,2,Grain farming,"$130,099,289.43","$32,951.12",0.03%
-237,364,Jewelry and silverware manufacturing,"$9,505,473.72","$2,252.10",0.02%
-238,265,Industrial mold manufacturing,"$419,356.03",$95.92,0.02%
-239,59,Other animal food manufacturing,"$23,797,093.38","$4,888.45",0.02%
-240,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$23,853.03",0.02%
-241,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$104,064.20",0.02%
-242,85,Meat processed from carcasses,"$59,683,965.53","$11,709.83",0.02%
-243,370,Musical instrument manufacturing,"$937,638.70",$182.40,0.02%
-244,151,Petrochemical manufacturing,"$673,077,918.86","$130,660.34",0.02%
-245,62,Malt manufacturing,"$10,977,359.34","$2,072.64",0.02%
-246,373,Burial casket manufacturing,"$6,137,323.55","$1,150.76",0.02%
-247,281,Welding and soldering equipment manufacturing,"$6,471,097.46","$1,211.74",0.02%
-248,188,Other rubber product manufacturing,"$4,573,849.57",$851.48,0.02%
-249,354,Custom architectural woodwork and millwork,"$78,271.86",$14.55,0.02%
-250,66,Breakfast cereal manufacturing,"$8,312,290.22","$1,465.55",0.02%
-251,93,Other snack food manufacturing,"$10,656,196.90","$1,875.53",0.02%
-252,374,All other miscellaneous manufacturing,"$25,842,264.37","$4,332.59",0.02%
-253,317,Relay and industrial control manufacturing,"$20,041,079.83","$3,356.95",0.02%
-254,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94","$1,096.61",0.02%
-255,311,Lighting fixture manufacturing,"$8,501,584.76","$1,377.54",0.02%
-256,15,"Forestry, forest products, and timber tract production","$319,991.92",$46.14,0.01%
-257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$3,348.29",0.01%
-258,320,Other communication and energy wire manufacturing,"$38,208,866.07","$5,162.15",0.01%
-259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92","$1,493.75",0.01%
-260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$173.61,0.01%
-261,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$390.13,0.01%
-262,155,Other basic organic chemical manufacturing,"$99,443,897.11","$9,346.90",0.01%
-263,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$62,684.33",0.01%
-264,84,"Animal, except poultry, slaughtering","$216,958,801.29","$20,110.43",0.01%
-265,353,Wood office furniture manufacturing,"$616,006.76",$56.94,0.01%
-266,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,916.24",0.01%
-267,260,All other industrial machinery manufacturing,"$303,218.25",$27.31,0.01%
-268,358,Blind and shade manufacturing,"$111,215.22",$9.43,0.01%
-269,9,Sugarcane and sugar beet farming,"$62,280,333.14","$5,271.90",0.01%
-270,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$82.79,0.01%
-271,94,Coffee and tea manufacturing,"$30,751,047.34","$2,530.33",0.01%
-272,67,Beet sugar manufacturing,"$209,970,196.03","$15,886.92",0.01%
-273,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$151.54,0.01%
-274,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$596.36,0.01%
-275,326,Motor vehicle body manufacturing,"$51,726,843.92","$3,500.66",0.01%
-276,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$10,654.55",0.01%
-277,97,Spice and extract manufacturing,"$12,042,344.87",$749.63,0.01%
-278,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$194.04,0.01%
-279,24,Gold ore and silver ore mining,"$40,475,210.09","$2,481.99",0.01%
-280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$57.02,0.01%
-281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$275.18,0.01%
-282,173,Printing ink manufacturing,"$6,373,572.26",$329.87,0.01%
-283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$9,645.11",0.01%
-284,58,Dog and cat food manufacturing,"$23,319,111.08","$1,078.32",0.00%
-285,302,Automatic environmental control manufacturing,"$4,809,195.11",$217.52,0.00%
-286,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$44,486.49",0.00%
-287,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$20,843.61",0.00%
-288,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$351.79,0.00%
-289,292,Other communications equipment manufacturing,"$381,770.64",$15.46,0.00%
-290,86,Rendering and meat byproduct processing,"$169,552.02",$6.86,0.00%
-291,118,Cut and sew apparel contractors,"$624,247.24",$25.00,0.00%
-292,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$421.67,0.00%
-293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$4,427.06",0.00%
-294,122,Footwear manufacturing,"$1,145,231.54",$39.02,0.00%
-295,247,Small arms ammunition manufacturing,"$130,897.97",$4.33,0.00%
-296,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$527.11,0.00%
-297,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$50,643.03",0.00%
-298,121,Leather and hide tanning and finishing,"$1,328,163.62",$39.82,0.00%
-299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$414.08,0.00%
-300,113,Curtain and linen mills,"$612,878.58",$17.40,0.00%
-301,123,Other leather and allied product manufacturing,"$17,594,328.12",$498.73,0.00%
-302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$31,312.51",0.00%
-303,12,Dairy cattle and milk production,"$62,699,899.43","$1,511.22",0.00%
-304,114,Textile bag and canvas mills,"$11,730,951.51",$276.48,0.00%
-305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$64.13,0.00%
-306,103,Distilleries,"$59,042,281.71","$1,201.97",0.00%
-307,172,Toilet preparation manufacturing,"$51,736,916.86","$1,040.86",0.00%
-308,363,Dental laboratories,"$2,922,984.08",$56.31,0.00%
-309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44","$1,476.08",0.00%
-310,1,Oilseed farming,"$938,686.11",$13.04,0.00%
-311,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$14.94,0.00%
-312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$497.60,0.00%
-313,31,Support activities for oil and gas operations,"$1,698,256,439.85","$20,898.14",0.00%
-314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$143.86,0.00%
-315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$110.74,0.00%
-316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$36.73,0.00%
-317,109,Knit fabric mills,"$9,334,399.88",$68.06,0.00%
-318,33,Other nonmetallic minerals services,"$83,884,373.37",$581.84,0.00%
-319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$171.95,0.00%
-320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$104.57,0.00%
-321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$134.37,0.00%
-322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$16.53,0.00%
-323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$34.70,0.00%
-324,25,Other metal ore mining,"$65,796,499.90",$153.49,0.00%
-325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$79.28,0.00%
-326,30,Drilling oil and gas wells,"$252,242,568.28",$142.65,0.00%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,213.89",66.19%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.57",63.98%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,933.80",20.82%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,585.44",15.95%
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,707.78",8.91%
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,660,623.49",5.47%
+11,460,Other support services,"$116,743,407.01","$4,105,988.59",3.52%
+12,224,Nonferrous forging,"$17,187,170.89","$604,252.74",3.52%
+13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$33,763,368.13",3.48%
+14,223,Iron and steel forging,"$52,274,449.17","$1,754,417.19",3.36%
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,768,054.71",3.26%
+16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$195,378.38",3.08%
+17,254,Construction machinery manufacturing,"$33,431,733.61","$900,191.67",2.69%
+18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$426,456.10",2.60%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$155,708.74",2.59%
+20,21,Coal mining,"$2,911,704,202.57","$72,743,918.95",2.50%
+21,457,Investigation and security services,"$59,623,127.89","$1,401,121.48",2.35%
+22,454,Employment services,"$387,522,663.46","$9,070,108.48",2.34%
+23,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$4,096.35",2.32%
+24,199,Other concrete product manufacturing,"$20,536,708.26","$435,483.18",2.12%
+25,455,Business support services,"$81,622,923.15","$1,727,893.92",2.12%
+26,453,Facilities support services,"$18,809,929.65","$383,132.50",2.04%
+27,197,Concrete block and brick manufacturing,"$4,381,689.69","$88,849.85",2.03%
+28,451,Management of companies and enterprises,"$529,170,690.74","$10,097,852.34",1.91%
+29,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$10,106,957.33",1.78%
+30,399,Truck transportation,"$1,193,488,141.88","$19,210,298.32",1.61%
+31,440,Specialized design services,"$35,933,528.26","$567,165.47",1.58%
+32,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$85,019.06",1.57%
+33,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$8,742,700.68",1.57%
+34,196,Ready-mix concrete manufacturing,"$285,491,907.84","$4,154,023.87",1.46%
+35,26,Stone mining and quarrying,"$31,976,061.34","$455,160.43",1.42%
+36,337,Aircraft manufacturing,"$86,772,712.07","$1,228,592.91",1.42%
+37,403,Couriers and messengers,"$213,253,723.63","$2,947,601.29",1.38%
+38,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,069,888.59",1.37%
+39,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$1,203,754.06",1.36%
+40,508,Postal service,"$125,450,187.77","$1,606,044.77",1.28%
+41,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$1,153,871.42",1.25%
+42,447,"Advertising, public relations, and related services","$76,206,587.86","$917,948.98",1.20%
+43,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$6,702,668.50",1.16%
+44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$2,769,184.62",1.13%
+45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$6,203,330.00",1.10%
+46,418,"Data processing, hosting, and related services","$291,048,307.59","$3,145,807.14",1.08%
+47,432,Automotive equipment rental and leasing,"$102,405,091.42","$1,056,649.23",1.03%
+48,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$1,590,086.41",1.03%
+49,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$8,343,767.08",1.03%
+50,437,Legal services,"$411,686,987.07","$4,219,770.27",1.02%
+51,413,Radio and television broadcasting,"$128,460,835.20","$1,289,033.88",1.00%
+52,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$1,131,837.30",1.00%
+53,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$3,208,875.91",0.99%
+54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$1,082,191.68",0.99%
+55,452,Office administrative services,"$121,416,424.85","$1,183,684.71",0.97%
+56,42,Electric power transmission and distribution,"$1,117,279,919.78","$10,558,149.41",0.94%
+57,448,Photographic services,"$6,946,918.71","$65,504.45",0.94%
+58,479,Commercial Sports Except Racing,"$3,476,338.42","$32,604.01",0.94%
+59,406,Periodical publishers,"$16,212,170.93","$151,856.33",0.94%
+60,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$2,454,457.81",0.93%
+61,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$4,830,813.70",0.90%
+62,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$2,788,333.16",0.89%
+63,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,959,110.34",0.89%
+64,458,Services to buildings,"$210,863,686.06","$1,850,207.19",0.88%
+65,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$11,952,394.73",0.87%
+66,509,Federal electric utilities,"$17,146,395.42","$147,424.31",0.86%
+67,505,Business and professional associations,"$86,788,585.52","$745,678.51",0.86%
+68,43,Natural gas distribution,"$226,004,592.60","$1,941,599.50",0.86%
+69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$4,532,176.73",0.86%
+70,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$1,092,688.28",0.86%
+71,404,Warehousing and storage,"$190,282,196.62","$1,612,745.52",0.85%
+72,414,Cable and other subscription programming,"$23,580,404.28","$198,686.77",0.84%
+73,487,Fitness and recreational sports centers,"$47,685,531.12","$395,270.36",0.83%
+74,408,"Directory, mailing list, and other publishers","$4,955,701.45","$40,851.05",0.82%
+75,492,Limited-service restaurants,"$1,041,352,547.93","$8,576,521.14",0.82%
+76,431,Owner-occupied housing,"$4,444,497,247.52","$36,415,940.18",0.82%
+77,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$8,056,613.85",0.82%
+78,466,Offices of dentists,"$271,899,263.02","$2,188,554.04",0.80%
+79,472,Hospitals,"$775,130,452.97","$6,199,488.62",0.80%
+80,499,Personal care services,"$105,986,766.41","$844,343.44",0.80%
+81,390,Retail - Health and personal care stores,"$189,122,051.74","$1,500,177.53",0.79%
+82,396,Air transportation,"$185,983,832.23","$1,463,711.32",0.79%
+83,410,Software publishers,"$184,892,079.62","$1,453,434.65",0.79%
+84,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$1,001,642.71",0.78%
+85,495,Car washes,"$60,896,626.31","$475,166.30",0.78%
+86,491,Full-service restaurants,"$957,773,115.52","$7,421,165.01",0.77%
+87,462,Elementary and secondary schools,"$34,238,275.96","$264,992.11",0.77%
+88,515,Local government electric utilities,"$7,801,045.18","$60,157.63",0.77%
+89,394,Retail - General merchandise stores,"$553,647,942.57","$4,265,003.33",0.77%
+90,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$189,135.85",0.77%
+91,425,Direct life insurance carriers,"$42,208,644.52","$324,548.30",0.77%
+92,387,Retail - Electronics and appliance stores,"$60,211,745.28","$462,376.82",0.77%
+93,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$65,182.23",0.77%
+94,443,"Other computer related services, including facilities management","$44,926,337.84","$342,280.40",0.76%
+95,389,Retail - Food and beverage stores,"$517,469,128.57","$3,890,249.34",0.75%
+96,514,Local government passenger transit,"$2,981,749.49","$22,291.66",0.75%
+97,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,696,914.21",0.75%
+98,475,Individual and family services,"$223,584,092.68","$1,670,385.66",0.75%
+99,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$4,943,260.88",0.74%
+100,461,Waste management and remediation services,"$225,632,059.53","$1,662,484.49",0.74%
+101,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$35,167.62",0.73%
+102,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,807,064.81",0.73%
+103,484,Amusement parks and arcades,"$8,147,368.71","$59,045.97",0.72%
+104,478,Performing arts companies,"$63,413,148.22","$459,277.52",0.72%
+105,400,Transit and ground passenger transportation,"$87,175,571.40","$629,138.05",0.72%
+106,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$1,494,619.41",0.71%
+107,459,Landscape and horticultural services,"$275,016,411.40","$1,949,566.33",0.71%
+108,465,Offices of physicians,"$740,188,232.97","$5,103,011.72",0.69%
+109,510,Other federal government enterprises,"$1,867,051.07","$12,778.39",0.68%
+110,405,Newspaper publishers,"$75,385,661.65","$515,066.98",0.68%
+111,426,"Insurance carriers, except direct life","$545,149,698.92","$3,724,204.59",0.68%
+112,502,Other personal services,"$178,806,274.18","$1,211,865.71",0.68%
+113,503,Religious organizations,"$135,764,739.85","$915,343.10",0.67%
+114,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$762,336.44",0.67%
+115,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$18,963.07",0.67%
+116,506,Labor and civic organizations,"$105,944,986.89","$696,877.61",0.66%
+117,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$1,636,551.97",0.65%
+118,507,Private households,"$17,924,890.71","$116,637.91",0.65%
+119,439,"Architectural, engineering, and related services","$663,216,940.93","$4,285,369.06",0.65%
+120,44,"Water, sewage and other systems","$21,303,485.72","$137,649.54",0.65%
+121,221,Custom roll forming,"$23,817,580.17","$153,208.40",0.64%
+122,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$4,683,124.91",0.64%
+123,424,Other financial investment activities,"$1,738,609,271.81","$11,126,179.15",0.64%
+124,473,Nursing and community care facilities,"$273,693,670.49","$1,736,813.28",0.63%
+125,481,"Independent artists, writers, and performers","$137,990,888.93","$875,064.07",0.63%
+126,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$455,266.81",0.62%
+127,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$1,432,807.48",0.61%
+128,476,Child day care services,"$173,556,969.71","$1,043,509.31",0.60%
+129,449,Veterinary services,"$101,826,770.30","$611,084.43",0.60%
+130,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$80,683.02",0.59%
+131,444,Management consulting services,"$251,198,056.46","$1,488,987.42",0.59%
+132,464,Other educational services,"$276,105,016.01","$1,632,587.67",0.59%
+133,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$827,064.84",0.59%
+134,493,All other food and drinking places,"$603,532,483.05","$3,535,950.94",0.59%
+135,468,Outpatient care centers,"$330,858,673.33","$1,926,384.62",0.58%
+136,516,Other local government enterprises,"$776,177,579.59","$4,494,925.03",0.58%
+137,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,972,420.47",0.58%
+138,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$1,065,146.38",0.57%
+139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$6,064,320.15",0.57%
+140,513,Other state government enterprises,"$14,156,836.55","$79,087.66",0.56%
+141,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$662,895.40",0.54%
+142,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$757,211.26",0.52%
+143,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$237,996.32",0.52%
+144,415,Wired telecommunications carriers,"$765,674,352.28","$3,991,908.25",0.52%
+145,3,Vegetable and melon farming,"$6,609,930.97","$34,335.06",0.52%
+146,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$13,571.76",0.52%
+147,398,Water transportation,"$11,961,984.14","$61,865.64",0.52%
+148,429,Other real estate,"$4,970,388,101.43","$25,665,012.66",0.52%
+149,242,Metal coating and nonprecious engraving,"$8,101,071.47","$41,685.83",0.51%
+150,104,Tobacco manufacturing,"$6,603,883.06","$33,789.57",0.51%
+151,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$24,613.07",0.50%
+152,469,Medical and diagnostic laboratories,"$105,938,912.27","$516,645.26",0.49%
+153,201,Gypsum product manufacturing,"$62,726,288.59","$299,856.88",0.48%
+154,430,Tenant-occupied housing,"$1,046,341,198.42","$4,936,774.59",0.47%
+155,411,Motion picture and video industries,"$109,931,494.98","$517,494.64",0.47%
+156,500,Death care services,"$46,286,967.10","$216,020.78",0.47%
+157,203,Cut stone and stone product manufacturing,"$1,374,172.26","$6,318.75",0.46%
+158,4,Fruit farming,"$384,884.42","$1,739.80",0.45%
+159,239,Machine shops,"$129,567,269.37","$582,739.29",0.45%
+160,195,Cement manufacturing,"$132,407,672.79","$580,950.33",0.44%
+161,229,Plate work manufacturing,"$7,212,949.34","$30,846.90",0.43%
+162,471,Other ambulatory health care services,"$103,224,782.99","$429,058.32",0.42%
+163,467,Offices of other health practitioners,"$364,689,970.79","$1,483,093.10",0.41%
+164,470,Home health care services,"$73,759,567.90","$295,554.38",0.40%
+165,391,Retail - Gasoline stores,"$487,933,166.50","$1,948,682.63",0.40%
+166,501,Dry-cleaning and laundry services,"$83,675,246.11","$330,414.80",0.39%
+167,486,Other amusement and recreation industries,"$263,123,626.14","$979,369.84",0.37%
+168,174,Explosives manufacturing,"$52,050,877.00","$193,511.02",0.37%
+169,139,Paperboard container manufacturing,"$2,219,895.78","$8,195.93",0.37%
+170,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$5,390.78",0.37%
+171,407,Book publishers,"$8,704,740.33","$30,505.46",0.35%
+172,125,Wood preservation,"$25,246,163.52","$83,216.42",0.33%
+173,322,Carbon and graphite product manufacturing,"$10,049,890.88","$32,113.55",0.32%
+174,485,Gambling industries (except casino hotels),"$417,593,840.35","$1,311,200.25",0.31%
+175,37,Electric power generation - Solar,"$4,333,055.09","$13,576.42",0.31%
+176,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$6,018,911.54",0.31%
+177,38,Electric power generation - Wind,"$185,428,436.16","$580,988.27",0.31%
+178,488,Bowling centers,"$21,593,225.39","$62,702.64",0.29%
+179,27,Sand and gravel mining,"$216,223,131.49","$625,020.24",0.29%
+180,480,Racing and Track Operation,"$6,801,162.46","$19,513.38",0.29%
+181,442,Computer systems design services,"$304,936,867.78","$821,623.85",0.27%
+182,144,Printing,"$57,542,256.23","$148,212.69",0.26%
+183,434,Video tape and disc rental,"$3,473,473.59","$8,916.38",0.26%
+184,368,Sign manufacturing,"$23,533,228.46","$58,792.30",0.25%
+185,124,Sawmills,"$141,329,754.94","$337,489.10",0.24%
+186,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$10,014.64",0.23%
+187,397,Rail transportation,"$1,846,923,315.97","$4,147,634.72",0.22%
+188,456,Travel arrangement and reservation services,"$498,338,395.79","$1,033,645.70",0.21%
+189,226,Handtool manufacturing,"$14,510,909.57","$29,155.58",0.20%
+190,146,Petroleum refineries,"$6,572,475,454.77","$12,631,561.33",0.19%
+191,220,Nonferrous metal foundries,"$16,365,994.89","$31,290.90",0.19%
+192,16,Commercial logging,"$38,196,492.13","$70,749.92",0.19%
+193,100,Manufactured ice,"$3,942,329.02","$6,934.94",0.18%
+194,228,Fabricated structural metal manufacturing,"$108,558,620.40","$190,896.55",0.18%
+195,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$19,078.97",0.17%
+196,490,Other accommodations,"$130,132,793.65","$224,246.18",0.17%
+197,238,Spring and wire product manufacturing,"$10,164,502.90","$17,062.90",0.17%
+198,235,Metal cans manufacturing,"$84,837,591.04","$134,185.71",0.16%
+199,446,Scientific research and development services,"$1,017,623,425.88","$1,478,373.06",0.15%
+200,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$18,859.39",0.14%
+201,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$122,377.71",0.14%
+202,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$15,488.71",0.14%
+203,445,Environmental and other technical consulting services,"$1,027,018,118.68","$1,353,840.81",0.13%
+204,32,Metal mining services,"$40,137,198.28","$52,363.08",0.13%
+205,441,Custom computer programming services,"$266,955,199.74","$343,554.83",0.13%
+206,175,Custom compounding of purchased resins,"$17,576,678.87","$22,249.05",0.13%
+207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$101,331.34",0.12%
+208,185,Other plastics product manufacturing,"$54,262,105.84","$56,691.64",0.10%
+209,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$6,197.86",0.10%
+210,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$89,002.67",0.10%
+211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$175,786.89",0.10%
+212,132,Wood container and pallet manufacturing,"$5,150,805.78","$5,068.29",0.10%
+213,10,All other crop farming,"$163,550,998.97","$157,273.83",0.10%
+214,18,Commercial hunting and trapping,"$23,256,232.55","$21,630.40",0.09%
+215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$155,467.44",0.09%
+216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$27,344.08",0.08%
+217,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$92,660.10",0.08%
+218,251,Other fabricated metal manufacturing,"$30,533,977.78","$22,041.94",0.07%
+219,20,Oil and gas extraction,"$4,984,035,362.50","$3,133,267.20",0.06%
+220,401,Pipeline transportation,"$1,611,889,849.10","$953,845.43",0.06%
+221,329,Travel trailer and camper manufacturing,"$11,059,948.62","$6,482.45",0.06%
+222,102,Wineries,"$2,616,541.19","$1,432.99",0.05%
+223,366,"Doll, toy, and game manufacturing","$8,851,137.40","$4,411.09",0.05%
+224,13,Poultry and egg production,"$69,842,214.62","$34,492.06",0.05%
+225,231,Sheet metal work manufacturing,"$2,174,657.13","$1,030.05",0.05%
+226,19,Support activities for agriculture and forestry,"$44,762,204.87","$19,255.72",0.04%
+227,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,918.03",0.04%
+228,101,Breweries,"$54,815,146.01","$23,401.66",0.04%
+229,116,Other textile product mills,"$18,711,047.72","$7,966.64",0.04%
+230,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$2,704.07",0.04%
+231,79,Fluid milk manufacturing,"$4,900,848.36","$1,855.18",0.04%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$270.77,0.04%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$13,798.78",0.04%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$20,985.57",0.03%
+235,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$153,947.93",0.03%
+236,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21","$1,028.92",0.03%
+237,2,Grain farming,"$130,099,289.43","$34,178.30",0.03%
+238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$2,330.87",0.02%
+239,265,Industrial mold manufacturing,"$419,356.03",$96.37,0.02%
+240,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$25,555.61",0.02%
+241,151,Petrochemical manufacturing,"$673,077,918.86","$145,789.67",0.02%
+242,59,Other animal food manufacturing,"$23,797,093.38","$5,071.49",0.02%
+243,188,Other rubber product manufacturing,"$4,573,849.57",$932.53,0.02%
+244,85,Meat processed from carcasses,"$59,683,965.53","$12,127.03",0.02%
+245,370,Musical instrument manufacturing,"$937,638.70",$189.15,0.02%
+246,62,Malt manufacturing,"$10,977,359.34","$2,146.30",0.02%
+247,373,Burial casket manufacturing,"$6,137,323.55","$1,191.90",0.02%
+248,15,"Forestry, forest products, and timber tract production","$319,991.92",$62.04,0.02%
+249,281,Welding and soldering equipment manufacturing,"$6,471,097.46","$1,212.34",0.02%
+250,354,Custom architectural woodwork and millwork,"$78,271.86",$14.66,0.02%
+251,66,Breakfast cereal manufacturing,"$8,312,290.22","$1,517.85",0.02%
+252,93,Other snack food manufacturing,"$10,656,196.90","$1,942.14",0.02%
+253,374,All other miscellaneous manufacturing,"$25,842,264.37","$4,497.84",0.02%
+254,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94","$1,127.17",0.02%
+255,317,Relay and industrial control manufacturing,"$20,041,079.83","$3,357.51",0.02%
+256,311,Lighting fixture manufacturing,"$8,501,584.76","$1,384.65",0.02%
+257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$3,456.25",0.01%
+258,320,Other communication and energy wire manufacturing,"$38,208,866.07","$5,169.42",0.01%
+259,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$87,030.74",0.01%
+260,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92","$1,546.87",0.01%
+261,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$179.14,0.01%
+262,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$18,765.25",0.01%
+263,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$403.72,0.01%
+264,155,Other basic organic chemical manufacturing,"$99,443,897.11","$10,302.03",0.01%
+265,84,"Animal, except poultry, slaughtering","$216,958,801.29","$20,824.25",0.01%
+266,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,961.43",0.01%
+267,353,Wood office furniture manufacturing,"$616,006.76",$57.19,0.01%
+268,260,All other industrial machinery manufacturing,"$303,218.25",$27.38,0.01%
+269,9,Sugarcane and sugar beet farming,"$62,280,333.14","$5,469.82",0.01%
+270,358,Blind and shade manufacturing,"$111,215.22",$9.74,0.01%
+271,94,Coffee and tea manufacturing,"$30,751,047.34","$2,620.71",0.01%
+272,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$82.95,0.01%
+273,67,Beet sugar manufacturing,"$209,970,196.03","$16,452.97",0.01%
+274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$156.94,0.01%
+275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$617.61,0.01%
+276,326,Motor vehicle body manufacturing,"$51,726,843.92","$3,576.69",0.01%
+277,24,Gold ore and silver ore mining,"$40,475,210.09","$2,762.11",0.01%
+278,97,Spice and extract manufacturing,"$12,042,344.87",$776.30,0.01%
+279,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$200.95,0.01%
+280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$59.00,0.01%
+281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$275.74,0.01%
+282,173,Printing ink manufacturing,"$6,373,572.26",$333.65,0.01%
+283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$9,710.37",0.01%
+284,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$49,965.34",0.01%
+285,58,Dog and cat food manufacturing,"$23,319,111.08","$1,116.97",0.00%
+286,302,Automatic environmental control manufacturing,"$4,809,195.11",$219.03,0.00%
+287,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$21,577.45",0.00%
+288,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$354.32,0.00%
+289,86,Rendering and meat byproduct processing,"$169,552.02",$7.10,0.00%
+290,118,Cut and sew apparel contractors,"$624,247.24",$25.90,0.00%
+291,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$436.85,0.00%
+292,292,Other communications equipment manufacturing,"$381,770.64",$15.64,0.00%
+293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$4,430.78",0.00%
+294,122,Footwear manufacturing,"$1,145,231.54",$39.74,0.00%
+295,247,Small arms ammunition manufacturing,"$130,897.97",$4.42,0.00%
+296,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$52,591.15",0.00%
+297,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$527.65,0.00%
+298,121,Leather and hide tanning and finishing,"$1,328,163.62",$40.97,0.00%
+299,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$426.51,0.00%
+300,113,Curtain and linen mills,"$612,878.58",$17.93,0.00%
+301,123,Other leather and allied product manufacturing,"$17,594,328.12",$506.45,0.00%
+302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$32,273.78",0.00%
+303,12,Dairy cattle and milk production,"$62,699,899.43","$1,571.78",0.00%
+304,114,Textile bag and canvas mills,"$11,730,951.51",$286.57,0.00%
+305,31,Support activities for oil and gas operations,"$1,698,256,439.85","$36,869.83",0.00%
+306,103,Distilleries,"$59,042,281.71","$1,244.57",0.00%
+307,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$64.30,0.00%
+308,172,Toilet preparation manufacturing,"$51,736,916.86","$1,077.61",0.00%
+309,363,Dental laboratories,"$2,922,984.08",$58.33,0.00%
+310,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44","$1,480.96",0.00%
+311,1,Oilseed farming,"$938,686.11",$13.58,0.00%
+312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$515.35,0.00%
+313,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$15.14,0.00%
+314,33,Other nonmetallic minerals services,"$83,884,373.37","$1,101.60",0.00%
+315,105,"Fiber, yarn, and thread mills","$13,455,310.58",$148.21,0.00%
+316,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$111.03,0.00%
+317,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$37.97,0.00%
+318,109,Knit fabric mills,"$9,334,399.88",$70.61,0.00%
+319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$175.21,0.00%
+320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$104.79,0.00%
+321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$135.38,0.00%
+322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$17.08,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$34.81,0.00%
+324,25,Other metal ore mining,"$65,796,499.90",$184.11,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$81.01,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$193.51,0.00%
 327,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
 328,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
 329,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
 330,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
 331,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
 332,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
-333,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
-334,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
-335,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
-336,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
-337,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
-338,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
-339,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
-340,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
-341,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
-342,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
-343,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
-344,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
-345,8,Cotton farming,$0.00,$0.00,0.00%
-346,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
-347,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
-348,168,Adhesive manufacturing,$0.00,$0.00,0.00%
-349,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
-350,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
-351,23,Iron ore mining,$0.00,$0.00,0.00%
-352,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
-353,60,Flour milling,$0.00,$0.00,0.00%
-354,83,Poultry processing,$0.00,$0.00,0.00%
-355,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
-356,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
-357,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
-358,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
-359,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
-360,141,Stationery product manufacturing,$0.00,$0.00,0.00%
-361,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
-362,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
-363,237,Hardware manufacturing,$0.00,$0.00,0.00%
-364,61,Rice milling,$0.00,$0.00,0.00%
-365,200,Lime manufacturing,$0.00,$0.00,0.00%
-366,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
-367,91,Tortilla manufacturing,$0.00,$0.00,0.00%
-368,318,Battery manufacturing,$0.00,$0.00,0.00%
-369,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
-370,193,Glass container manufacturing,$0.00,$0.00,0.00%
-371,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
-372,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
-373,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
-374,137,Paper mills,$0.00,$0.00,0.00%
-375,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
-376,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
-377,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
-378,357,Mattress manufacturing,$0.00,$0.00,0.00%
-379,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
-380,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
-381,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
-382,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
-383,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
-384,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
-385,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
-386,111,Fabric coating mills,$0.00,$0.00,0.00%
-387,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
-388,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
-389,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+333,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+334,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+335,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+336,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+337,237,Hardware manufacturing,$0.00,$0.00,0.00%
+338,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+339,200,Lime manufacturing,$0.00,$0.00,0.00%
+340,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+341,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+342,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+343,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+344,63,Wet corn milling,$0.00,$0.00,0.00%
+345,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+346,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+347,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+348,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+349,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+350,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+351,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+352,17,Commercial fishing,$0.00,$0.00,0.00%
+353,137,Paper mills,$0.00,$0.00,0.00%
+354,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+355,193,Glass container manufacturing,$0.00,$0.00,0.00%
+356,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+357,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+358,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+359,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+360,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+361,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+362,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+363,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+364,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+365,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+366,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+367,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+368,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+369,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+370,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+371,412,Sound recording industries,$0.00,$0.00,0.00%
+372,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+373,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+374,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+375,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+376,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+377,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+378,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+379,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+380,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+381,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+382,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+383,357,Mattress manufacturing,$0.00,$0.00,0.00%
+384,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+385,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+386,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+387,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+388,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+389,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
 390,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
-391,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
-392,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
-393,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
-394,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
-395,117,Apparel knitting mills,$0.00,$0.00,0.00%
-396,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
-397,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
-398,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
-399,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
-400,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
-401,138,Paperboard mills,$0.00,$0.00,0.00%
-402,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
-403,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
-404,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
-405,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
-406,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
-407,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
-408,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
-409,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
-410,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
-411,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
-412,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
-413,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
-414,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
-415,98,All other food manufacturing,$0.00,$0.00,0.00%
-416,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
-417,268,Machine tool manufacturing,$0.00,$0.00,0.00%
-418,328,Motor home manufacturing,$0.00,$0.00,0.00%
-419,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
-420,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
-421,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
-422,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
-423,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
-424,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
-425,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-426,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
-427,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
-428,63,Wet corn milling,$0.00,$0.00,0.00%
-429,511,State government passenger transit,$0.00,$0.00,0.00%
-430,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
-431,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
-432,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
-433,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
-434,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
-435,17,Commercial fishing,$0.00,$0.00,0.00%
-436,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
-437,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
-438,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
-439,145,Support activities for printing,$0.00,$0.00,0.00%
-440,412,Sound recording industries,$0.00,$0.00,0.00%
-441,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
-442,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
-443,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
-444,5,Tree nut farming,$0.00,$0.00,0.00%
-445,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
-446,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
-447,191,Flat glass manufacturing,$0.00,$0.00,0.00%
-448,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
-449,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
-450,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
-451,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
-452,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
-453,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+391,241,Metal heat treating,$0.00,$0.00,0.00%
+392,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+393,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+394,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+395,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+396,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+397,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+398,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+399,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+400,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+401,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+402,111,Fabric coating mills,$0.00,$0.00,0.00%
+403,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+404,145,Support activities for printing,$0.00,$0.00,0.00%
+405,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+406,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+407,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+408,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+409,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+410,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+411,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+412,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+413,23,Iron ore mining,$0.00,$0.00,0.00%
+414,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+415,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+416,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+417,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+418,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+419,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+420,8,Cotton farming,$0.00,$0.00,0.00%
+421,60,Flour milling,$0.00,$0.00,0.00%
+422,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+423,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+424,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+425,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+426,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+427,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+428,409,Greeting card publishing,$0.00,$0.00,0.00%
+429,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+430,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+431,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+432,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+433,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+434,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+435,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+436,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+437,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+438,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+439,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+440,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+441,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+442,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+443,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+444,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+445,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+446,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+447,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+448,511,State government passenger transit,$0.00,$0.00,0.00%
+449,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+450,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+451,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+452,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+453,7,Tobacco farming,$0.00,$0.00,0.00%
 454,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
-455,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
-456,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
-457,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
-458,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
-459,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
-460,77,Cheese manufacturing,$0.00,$0.00,0.00%
-461,7,Tobacco farming,$0.00,$0.00,0.00%
-462,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
-463,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
-464,219,Ferrous metal foundries,$0.00,$0.00,0.00%
-465,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
-466,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
-467,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
-468,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
-469,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
-470,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-471,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
-472,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
-473,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
-474,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
-475,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
-476,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-477,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
-478,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
-479,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
-480,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
-481,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
-482,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
-483,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
-484,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
-485,41,Electric power generation - All other,$0.00,$0.00,0.00%
-486,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
-487,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
-488,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
-489,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
-490,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
-491,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
-492,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
-493,321,Wiring device manufacturing,$0.00,$0.00,0.00%
-494,210,Steel wire drawing,$0.00,$0.00,0.00%
-495,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
-496,75,Canned specialties,$0.00,$0.00,0.00%
-497,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
-498,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
-499,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
-500,409,Greeting card publishing,$0.00,$0.00,0.00%
-501,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
-502,241,Metal heat treating,$0.00,$0.00,0.00%
-503,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
-504,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
-505,186,Tire manufacturing,$0.00,$0.00,0.00%
-506,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
-507,112,Carpet and rug mills,$0.00,$0.00,0.00%
-508,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
-509,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
-510,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
-511,161,Fertilizer mixing,$0.00,$0.00,0.00%
-512,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
-513,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
-514,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
-515,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
-516,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
-517,343,Ship building and repairing,$0.00,$0.00,0.00%
-518,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
-519,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
-520,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
-521,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
-522,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
-523,136,Pulp mills,$0.00,$0.00,0.00%
+455,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+456,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+457,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+458,318,Battery manufacturing,$0.00,$0.00,0.00%
+459,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+460,98,All other food manufacturing,$0.00,$0.00,0.00%
+461,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+462,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+463,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+464,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+465,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+466,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+467,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+468,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+469,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+470,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+471,83,Poultry processing,$0.00,$0.00,0.00%
+472,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+473,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+474,186,Tire manufacturing,$0.00,$0.00,0.00%
+475,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+476,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+477,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+478,112,Carpet and rug mills,$0.00,$0.00,0.00%
+479,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+480,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+481,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+482,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+483,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+484,77,Cheese manufacturing,$0.00,$0.00,0.00%
+485,161,Fertilizer mixing,$0.00,$0.00,0.00%
+486,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+487,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+488,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+489,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+490,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+491,5,Tree nut farming,$0.00,$0.00,0.00%
+492,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+493,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+494,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+495,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+496,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+497,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+498,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+499,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+500,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+501,343,Ship building and repairing,$0.00,$0.00,0.00%
+502,328,Motor home manufacturing,$0.00,$0.00,0.00%
+503,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+504,61,Rice milling,$0.00,$0.00,0.00%
+505,138,Paperboard mills,$0.00,$0.00,0.00%
+506,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+507,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+508,41,Electric power generation - All other,$0.00,$0.00,0.00%
+509,117,Apparel knitting mills,$0.00,$0.00,0.00%
+510,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+511,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+512,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+513,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+514,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+515,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+516,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+517,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+518,75,Canned specialties,$0.00,$0.00,0.00%
+519,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+520,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+521,136,Pulp mills,$0.00,$0.00,0.00%
+522,210,Steel wire drawing,$0.00,$0.00,0.00%
+523,512,State government electric utilities,$0.00,$0.00,0.00%
 524,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
-525,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
-526,344,Boat building,$0.00,$0.00,0.00%
-527,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
-528,512,State government electric utilities,$0.00,$0.00,0.00%
+525,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+526,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+527,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+528,344,Boat building,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2031/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2031/occupation_impacts_table.csv
index 06d55b2..035e131 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2031/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2031/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,133.06,127.07,"$22,419,347.51","$4,177,637.85","$26,596,985.36","297,006.28"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",31.76,30.57,"$5,717,947.18","$1,100,075.20","$6,818,022.37","68,823.28"
-11-3000,Operations Specialties Managers,81.05,78.78,"$14,188,739.78","$2,762,215.86","$16,950,955.65","175,160.72"
-11-9000,Other Management Occupations,171.37,164.72,"$21,339,834.06","$3,840,612.22","$25,180,446.28","370,712.84"
-13-1000,Business Operations Specialists,288.07,278.18,"$29,026,784.84","$5,353,180.70","$34,379,965.55","581,904.99"
-13-2000,Financial Specialists,68.61,66.31,"$7,178,303.89","$1,300,593.39","$8,478,897.28","137,557.99"
-15-1200,Computer Occupations,61.60,59.57,"$7,822,052.31","$1,463,904.99","$9,285,957.30","123,162.69"
-15-2000,Mathematical Science Occupations,4.17,4.02,"$547,622.81","$98,825.30","$646,448.11","8,268.17"
-17-1000,"Architects, Surveyors, and Cartographers",5.67,5.47,"$508,154.77","$87,145.67","$595,300.44","11,530.84"
-17-2000,Engineers,148.33,145.07,"$17,203,498.85","$3,476,930.51","$20,680,429.36","310,308.20"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",46.43,45.45,"$3,947,862.07","$801,433.54","$4,749,295.60","92,205.55"
-19-1000,Life Scientists,1.32,1.24,"$126,011.56","$21,611.02","$147,622.58","2,601.30"
-19-2000,Physical Scientists,1.76,1.71,"$222,673.97","$44,034.70","$266,708.66","3,542.23"
-19-3000,Social Scientists and Related Workers,0.88,0.81,"$82,808.62","$15,096.61","$97,905.23","1,613.43"
-19-4000,"Life, Physical, and Social Science Technicians",2.62,2.53,"$199,013.46","$39,128.79","$238,142.25","4,826.83"
-19-5000,Occupational Health and Safety Specialists and Technicians,13.03,12.64,"$1,194,760.30","$223,042.51","$1,417,802.81","26,472.15"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",12.35,11.05,"$602,206.56","$113,769.21","$715,975.77","21,456.36"
-21-2000,Religious Workers,4.01,3.47,"$170,130.72","$24,724.77","$194,855.50","7,927.63"
-23-1000,"Lawyers, Judges, and Related Workers",7.18,6.89,"$1,284,535.57","$222,463.75","$1,506,999.32","15,328.72"
-23-2000,Legal Support Workers,4.36,4.16,"$251,601.62","$43,077.21","$294,678.83","7,840.92"
-25-1000,Postsecondary Teachers,2.03,1.84,"$131,860.78","$29,357.05","$161,217.84","3,034.25"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",7.17,6.30,"$273,880.96","$51,937.74","$325,818.70","12,180.76"
-25-3000,Other Teachers and Instructors,5.60,5.01,"$206,920.97","$41,083.82","$248,004.79","7,136.18"
-25-4000,"Librarians, Curators, and Archivists",0.31,0.27,"$15,100.20","$2,576.09","$17,676.29",502.89
-25-9000,Other Educational Instruction and Library Occupations,3.98,3.52,"$142,590.87","$26,930.51","$169,521.38","5,575.63"
-27-1000,Art and Design Workers,9.03,8.59,"$684,857.10","$124,076.77","$808,933.87","16,331.98"
-27-2000,"Entertainers and Performers, Sports and Related Workers",4.31,3.83,"$240,128.13","$41,356.55","$281,484.68","6,025.29"
-27-3000,Media and Communication Workers,7.58,7.18,"$564,281.97","$103,976.36","$668,258.33","14,044.07"
-27-4000,Media and Communication Equipment Workers,2.65,2.48,"$148,756.47","$25,263.11","$174,019.57","4,527.60"
-29-1000,Healthcare Diagnosing or Treating Practitioners,36.63,33.71,"$4,509,972.54","$880,693.97","$5,390,666.51","65,987.49"
-29-2000,Health Technologists and Technicians,18.85,17.27,"$1,054,377.19","$206,986.11","$1,261,363.30","33,173.15"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.67,0.62,"$45,927.47","$8,706.25","$54,633.72","1,246.20"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",34.95,31.18,"$1,026,034.77","$199,844.14","$1,225,878.91","54,771.20"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,1.33,1.22,"$58,049.81","$11,545.65","$69,595.45","1,985.81"
-31-9000,Other Healthcare Support Occupations,14.07,12.86,"$549,314.96","$104,263.91","$653,578.87","22,731.43"
-33-1000,Supervisors of Protective Service Workers,1.12,1.03,"$85,921.88","$15,794.64","$101,716.52","2,376.48"
-33-2000,Firefighting and Prevention Workers,1.25,1.15,"$44,803.00","$7,762.27","$52,565.27","3,136.40"
-33-3000,Law Enforcement Workers,0.18,0.16,"$10,946.90","$2,643.30","$13,590.20",392.67
-33-9000,Other Protective Service Workers,20.65,18.93,"$1,069,582.68","$189,466.80","$1,259,049.49","33,764.37"
-35-1000,Supervisors of Food Preparation and Serving Workers,17.60,14.04,"$799,926.23","$113,384.59","$913,310.82","29,339.90"
-35-2000,Cooks and Food Preparation Workers,44.98,36.29,"$1,232,336.95","$179,843.09","$1,412,180.05","60,922.51"
-35-3000,Food and Beverage Serving Workers,93.04,74.22,"$2,165,766.25","$303,106.58","$2,468,872.83","101,163.64"
-35-9000,Other Food Preparation and Serving Related Workers,19.19,15.32,"$399,525.66","$56,124.22","$455,649.88","18,889.24"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,2.57,2.35,"$126,202.63","$22,460.73","$148,663.36","5,159.80"
-37-2000,Building Cleaning and Pest Control Workers,36.55,33.80,"$1,274,529.12","$239,876.81","$1,514,405.93","58,234.15"
-37-3000,Grounds Maintenance Workers,11.96,10.99,"$482,260.28","$85,063.88","$567,324.16","20,336.54"
-39-1000,Supervisors of Personal Care and Service Workers,1.66,1.45,"$88,038.49","$18,586.76","$106,625.25","2,915.90"
-39-2000,Animal Care and Service Workers,2.41,2.12,"$58,727.92","$8,789.48","$67,517.40","3,217.88"
-39-3000,Entertainment Attendants and Related Workers,5.10,4.38,"$132,688.55","$29,279.85","$161,968.40","5,779.39"
-39-4000,Funeral Service Workers,0.40,0.35,"$13,228.39","$1,901.66","$15,130.05",622.37
-39-5000,Personal Appearance Workers,2.67,2.31,"$84,342.82","$12,636.15","$96,978.97","3,624.47"
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.45,0.41,"$16,104.45","$3,010.33","$19,114.77",708.62
-39-7000,Tour and Travel Guides,1.90,1.74,"$103,752.36","$18,690.44","$122,442.80","2,053.63"
-39-9000,Other Personal Care and Service Workers,10.34,8.95,"$233,145.53","$42,027.39","$275,172.92","11,998.86"
-41-1000,Supervisors of Sales Workers,21.88,19.79,"$1,637,300.34","$330,641.44","$1,967,941.78","43,383.18"
-41-2000,Retail Sales Workers,111.94,98.44,"$3,648,378.39","$757,588.01","$4,405,966.41","156,504.50"
-41-3000,"Sales Representatives, Services",30.72,29.28,"$2,601,237.55","$457,546.76","$3,058,784.31","61,319.52"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",76.63,74.64,"$7,591,355.70","$1,427,361.97","$9,018,717.66","161,853.28"
-41-9000,Other Sales and Related Workers,9.60,9.14,"$761,484.19","$144,868.41","$906,352.60","17,885.53"
-43-1000,Supervisors of Office and Administrative Support Workers,32.30,30.90,"$2,811,540.52","$545,095.91","$3,356,636.43","63,764.68"
-43-2000,Communications Equipment Operators,0.31,0.29,"$14,472.03","$2,684.82","$17,156.85",523.38
-43-3000,Financial Clerks,69.21,66.33,"$4,136,572.77","$771,956.96","$4,908,529.73","123,357.29"
-43-4000,Information and Record Clerks,74.96,71.03,"$4,043,383.67","$769,279.50","$4,812,663.16","126,270.87"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",91.32,87.11,"$5,999,704.47","$1,421,116.06","$7,420,820.54","175,763.97"
-43-6000,Secretaries and Administrative Assistants,65.41,62.39,"$3,705,152.57","$683,046.46","$4,388,199.03","115,946.51"
-43-9000,Other Office and Administrative Support Workers,85.04,81.32,"$4,096,176.18","$757,861.49","$4,854,037.67","138,677.07"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.12,0.11,"$9,082.64","$1,812.92","$10,895.56",249.96
-45-2000,Agricultural Workers,1.56,1.43,"$79,929.39","$15,553.03","$95,482.41","2,755.76"
-45-3000,Fishing and Hunting Workers,0.00,0.00,$59.60,$15.86,$75.46,3.20
-45-4000,"Forest, Conservation, and Logging Workers",0.14,0.13,"$7,634.33","$1,888.95","$9,523.27",299.36
-47-1000,Supervisors of Construction and Extraction Workers,168.64,163.17,"$13,958,401.32","$2,456,057.92","$16,414,459.24","363,545.62"
-47-2000,Construction Trades Workers,558.29,540.58,"$34,595,570.85","$6,154,899.94","$40,750,470.79","1,059,002.29"
-47-3000,"Helpers, Construction Trades",11.91,11.51,"$489,312.47","$85,253.08","$574,565.54","19,473.25"
-47-4000,Other Construction and Related Workers,9.83,9.53,"$798,568.63","$152,939.39","$951,508.01","19,484.09"
-47-5000,Extraction Workers,20.13,19.78,"$1,129,204.88","$255,161.11","$1,384,365.99","48,177.31"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",22.59,21.49,"$2,283,674.41","$452,573.71","$2,736,248.12","49,968.12"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",9.37,8.88,"$712,975.68","$142,151.29","$855,126.97","19,711.83"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",62.97,57.52,"$4,058,067.05","$759,439.99","$4,817,507.04","125,605.73"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",132.91,128.46,"$9,969,885.71","$1,968,630.81","$11,938,516.52","273,119.60"
-51-1000,Supervisors of Production Workers,75.70,74.28,"$7,762,240.11","$1,585,040.19","$9,347,280.29","167,512.94"
-51-2000,Assemblers and Fabricators,319.95,314.37,"$20,301,055.88","$4,204,641.09","$24,505,696.97","623,876.50"
-51-3000,Food Processing Workers,3.71,3.19,"$142,792.05","$31,662.70","$174,454.75","6,198.36"
-51-4000,Metal Workers and Plastic Workers,376.20,369.39,"$26,857,748.15","$5,428,820.91","$32,286,569.06","771,223.24"
-51-5100,Printing Workers,1.42,1.37,"$84,939.56","$16,066.44","$101,005.99","2,647.06"
-51-6000,"Textile, Apparel, and Furnishings Workers",3.36,3.09,"$139,364.60","$25,102.22","$164,466.82","5,743.92"
-51-7000,Woodworkers,2.90,2.81,"$162,302.18","$31,295.53","$193,597.70","5,586.92"
-51-8000,Plant and System Operators,3.91,3.82,"$349,283.75","$98,436.11","$447,719.85","8,250.81"
-51-9000,Other Production Occupations,169.25,165.70,"$11,252,340.75","$2,296,298.81","$13,548,639.56","330,205.91"
-53-1000,Supervisors of Transportation and Material Moving Workers,14.50,13.78,"$1,214,143.46","$244,715.73","$1,458,859.18","30,802.52"
-53-2000,Air Transportation Workers,2.03,1.91,"$269,861.97","$61,807.32","$331,669.29","3,752.69"
-53-3000,Motor Vehicle Operators,104.79,98.60,"$6,866,841.91","$1,513,648.22","$8,380,490.14","211,961.74"
-53-4000,Rail Transportation Workers,1.50,1.41,"$139,005.10","$41,074.85","$180,079.95","3,568.16"
-53-5000,Water Transportation Workers,2.87,2.68,"$283,376.51","$51,775.58","$335,152.10","6,741.51"
-53-6000,Other Transportation Workers,5.35,4.73,"$200,574.53","$38,256.10","$238,830.64","8,227.72"
-53-7000,Material Moving Workers,188.25,179.67,"$9,641,725.20","$1,888,545.75","$11,530,270.96","320,155.96"
+11-1000,Top Executives,136.20,130.05,"$22,898,881.13","$4,273,381.63","$27,172,262.76","304,046.53"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",32.20,30.99,"$5,803,918.06","$1,114,803.53","$6,918,721.59","69,755.24"
+11-3000,Operations Specialties Managers,83.73,81.39,"$14,563,275.44","$2,839,266.46","$17,402,541.91","180,953.42"
+11-9000,Other Management Occupations,173.45,166.72,"$21,602,103.45","$3,894,597.69","$25,496,701.13","375,175.90"
+13-1000,Business Operations Specialists,291.59,281.56,"$29,364,825.81","$5,417,519.32","$34,782,345.12","588,888.35"
+13-2000,Financial Specialists,70.28,67.93,"$7,362,594.44","$1,332,973.52","$8,695,567.96","140,909.08"
+15-1200,Computer Occupations,62.59,60.52,"$7,965,811.91","$1,488,172.05","$9,453,983.97","125,121.74"
+15-2000,Mathematical Science Occupations,4.27,4.13,"$563,846.37","$101,595.23","$665,441.60","8,479.24"
+17-1000,"Architects, Surveyors, and Cartographers",6.22,6.01,"$543,358.93","$94,666.50","$638,025.43","12,667.25"
+17-2000,Engineers,151.28,147.96,"$17,461,493.98","$3,533,330.23","$20,994,824.21","316,854.42"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",46.63,45.65,"$3,964,622.26","$804,608.96","$4,769,231.22","92,618.15"
+19-1000,Life Scientists,1.37,1.29,"$130,965.49","$22,481.63","$153,447.12","2,695.37"
+19-2000,Physical Scientists,1.81,1.76,"$229,230.89","$45,371.82","$274,602.71","3,647.16"
+19-3000,Social Scientists and Related Workers,0.91,0.84,"$86,075.31","$15,686.64","$101,761.95","1,673.10"
+19-4000,"Life, Physical, and Social Science Technicians",2.81,2.72,"$210,832.54","$41,752.76","$252,585.31","5,223.25"
+19-5000,Occupational Health and Safety Specialists and Technicians,13.73,13.32,"$1,246,157.10","$234,789.12","$1,480,946.22","27,917.35"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",12.80,11.44,"$624,201.53","$117,914.05","$742,115.58","22,226.98"
+21-2000,Religious Workers,4.16,3.60,"$176,300.44","$25,622.02","$201,922.46","8,214.04"
+23-1000,"Lawyers, Judges, and Related Workers",7.44,7.14,"$1,330,145.84","$230,167.41","$1,560,313.25","15,881.04"
+23-2000,Legal Support Workers,4.53,4.33,"$261,471.20","$44,741.26","$306,212.46","8,151.56"
+25-1000,Postsecondary Teachers,2.10,1.90,"$136,605.88","$30,414.34","$167,020.22","3,143.57"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",7.43,6.53,"$283,715.12","$53,804.10","$337,519.22","12,618.31"
+25-3000,Other Teachers and Instructors,5.78,5.17,"$213,532.68","$42,418.12","$255,950.80","7,358.53"
+25-4000,"Librarians, Curators, and Archivists",0.32,0.28,"$15,652.61","$2,669.74","$18,322.35",520.86
+25-9000,Other Educational Instruction and Library Occupations,4.11,3.64,"$147,508.28","$27,862.74","$175,371.02","5,768.64"
+27-1000,Art and Design Workers,9.19,8.75,"$697,635.18","$126,206.28","$823,841.45","16,613.72"
+27-2000,"Entertainers and Performers, Sports and Related Workers",4.46,3.96,"$248,421.25","$42,775.06","$291,196.30","6,224.83"
+27-3000,Media and Communication Workers,7.76,7.34,"$577,196.98","$106,224.37","$683,421.35","14,360.38"
+27-4000,Media and Communication Equipment Workers,2.77,2.59,"$156,252.12","$26,455.84","$182,707.96","4,722.68"
+29-1000,Healthcare Diagnosing or Treating Practitioners,37.89,34.88,"$4,667,062.76","$911,460.15","$5,578,522.91","68,262.63"
+29-2000,Health Technologists and Technicians,19.51,17.87,"$1,091,207.25","$214,242.32","$1,305,449.57","34,328.08"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.69,0.64,"$47,651.16","$9,032.12","$56,683.28","1,291.19"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",36.16,32.26,"$1,061,225.95","$206,731.56","$1,267,957.51","56,671.37"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,1.38,1.26,"$60,116.52","$11,956.98","$72,073.51","2,056.35"
+31-9000,Other Healthcare Support Occupations,14.56,13.31,"$568,625.04","$107,934.31","$676,559.35","23,530.99"
+33-1000,Supervisors of Protective Service Workers,1.14,1.04,"$88,176.96","$16,222.94","$104,399.89","2,416.67"
+33-2000,Firefighting and Prevention Workers,1.26,1.16,"$45,224.28","$7,838.84","$53,063.12","3,163.20"
+33-3000,Law Enforcement Workers,0.18,0.16,"$11,388.79","$2,783.28","$14,172.07",402.01
+33-9000,Other Protective Service Workers,21.25,19.49,"$1,100,300.49","$195,165.11","$1,295,465.60","34,786.17"
+35-1000,Supervisors of Food Preparation and Serving Workers,18.21,14.52,"$827,870.69","$117,369.27","$945,239.96","30,358.30"
+35-2000,Cooks and Food Preparation Workers,46.49,37.50,"$1,274,080.01","$185,932.95","$1,460,012.96","62,950.69"
+35-3000,Food and Beverage Serving Workers,96.25,76.77,"$2,240,479.95","$313,572.93","$2,554,052.88","104,647.50"
+35-9000,Other Food Preparation and Serving Related Workers,19.85,15.85,"$413,346.37","$58,060.87","$471,407.23","19,539.79"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,2.69,2.46,"$132,080.12","$23,493.78","$155,573.90","5,404.03"
+37-2000,Building Cleaning and Pest Control Workers,37.97,35.10,"$1,318,555.70","$248,360.87","$1,566,916.57","60,482.22"
+37-3000,Grounds Maintenance Workers,12.46,11.45,"$502,816.44","$88,645.40","$591,461.84","21,198.39"
+39-1000,Supervisors of Personal Care and Service Workers,1.72,1.50,"$91,237.37","$19,239.97","$110,477.35","3,020.68"
+39-2000,Animal Care and Service Workers,2.49,2.19,"$60,848.94","$9,107.65","$69,956.59","3,333.93"
+39-3000,Entertainment Attendants and Related Workers,5.27,4.53,"$137,434.03","$30,285.60","$167,719.64","5,980.79"
+39-4000,Funeral Service Workers,0.42,0.36,"$13,693.13","$1,968.22","$15,661.35",644.29
+39-5000,Personal Appearance Workers,2.76,2.40,"$87,348.56","$13,086.14","$100,434.69","3,754.17"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.46,0.42,"$16,568.06","$3,096.93","$19,664.99",729.32
+39-7000,Tour and Travel Guides,1.98,1.82,"$108,350.43","$19,518.34","$127,868.77","2,143.60"
+39-9000,Other Personal Care and Service Workers,10.71,9.27,"$241,446.10","$43,521.61","$284,967.71","12,424.43"
+41-1000,Supervisors of Sales Workers,22.53,20.37,"$1,681,470.14","$339,364.21","$2,020,834.35","44,654.69"
+41-2000,Retail Sales Workers,115.57,101.63,"$3,766,381.46","$781,813.27","$4,548,194.73","161,528.41"
+41-3000,"Sales Representatives, Services",31.53,30.06,"$2,677,355.23","$470,454.17","$3,147,809.40","62,949.94"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",77.73,75.70,"$7,701,325.32","$1,445,612.57","$9,146,937.89","164,186.87"
+41-9000,Other Sales and Related Workers,9.77,9.31,"$773,250.31","$146,855.37","$920,105.68","18,191.29"
+43-1000,Supervisors of Office and Administrative Support Workers,33.04,31.60,"$2,867,139.39","$556,139.76","$3,423,279.15","65,219.15"
+43-2000,Communications Equipment Operators,0.32,0.30,"$14,913.07","$2,766.58","$17,679.65",539.15
+43-3000,Financial Clerks,70.74,67.80,"$4,218,172.97","$787,498.03","$5,005,670.99","126,102.90"
+43-4000,Information and Record Clerks,76.73,72.68,"$4,133,714.97","$785,639.58","$4,919,354.55","129,238.73"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",92.90,88.58,"$6,088,880.40","$1,446,552.01","$7,535,432.41","178,823.64"
+43-6000,Secretaries and Administrative Assistants,66.73,63.64,"$3,772,039.79","$695,643.24","$4,467,683.03","118,282.96"
+43-9000,Other Office and Administrative Support Workers,86.90,83.09,"$4,170,047.06","$772,266.12","$4,942,313.18","141,737.89"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.12,0.11,"$9,708.55","$1,956.62","$11,665.17",267.17
+45-2000,Agricultural Workers,1.62,1.49,"$83,515.45","$16,230.21","$99,745.67","2,873.58"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$61.73,$16.42,$78.15,3.31
+45-4000,"Forest, Conservation, and Logging Workers",0.17,0.15,"$8,884.24","$2,276.69","$11,160.94",348.54
+47-1000,Supervisors of Construction and Extraction Workers,177.13,171.52,"$14,682,795.06","$2,622,305.66","$17,305,100.73","382,362.88"
+47-2000,Construction Trades Workers,576.71,558.68,"$35,636,329.07","$6,392,059.63","$42,028,388.70","1,097,682.53"
+47-3000,"Helpers, Construction Trades",11.94,11.54,"$490,613.09","$85,480.97","$576,094.06","19,523.40"
+47-4000,Other Construction and Related Workers,10.12,9.82,"$817,463.36","$157,334.20","$974,797.56","20,103.59"
+47-5000,Extraction Workers,52.10,51.26,"$2,808,186.76","$644,458.80","$3,452,645.55","123,460.64"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",25.67,24.50,"$2,565,503.36","$516,816.84","$3,082,320.19","56,931.78"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",9.66,9.15,"$737,289.96","$147,461.18","$884,751.14","20,337.72"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",69.46,63.79,"$4,447,542.43","$843,982.22","$5,291,524.65","139,547.02"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",142.61,137.95,"$10,519,960.31","$2,092,905.68","$12,612,865.99","293,530.04"
+51-1000,Supervisors of Production Workers,76.34,74.91,"$7,818,579.03","$1,598,124.40","$9,416,703.42","168,941.45"
+51-2000,Assemblers and Fabricators,320.21,314.62,"$20,315,366.62","$4,207,130.03","$24,522,496.64","624,373.55"
+51-3000,Food Processing Workers,3.84,3.30,"$147,561.80","$32,749.40","$180,311.20","6,402.96"
+51-4000,Metal Workers and Plastic Workers,377.75,370.90,"$26,952,867.99","$5,450,258.86","$32,403,126.85","774,437.67"
+51-5100,Printing Workers,1.44,1.39,"$85,960.74","$16,238.90","$102,199.64","2,687.02"
+51-6000,"Textile, Apparel, and Furnishings Workers",3.46,3.18,"$143,365.55","$25,775.49","$169,141.04","5,909.92"
+51-7000,Woodworkers,2.92,2.83,"$163,151.38","$31,442.17","$194,593.54","5,618.36"
+51-8000,Plant and System Operators,4.43,4.34,"$386,494.77","$108,365.11","$494,859.88","9,380.48"
+51-9000,Other Production Occupations,171.53,167.93,"$11,378,475.05","$2,324,919.48","$13,703,394.53","334,758.43"
+53-1000,Supervisors of Transportation and Material Moving Workers,15.41,14.66,"$1,288,700.40","$261,422.68","$1,550,123.09","32,762.04"
+53-2000,Air Transportation Workers,2.09,1.97,"$278,746.51","$63,824.21","$342,570.72","3,873.52"
+53-3000,Motor Vehicle Operators,109.86,103.47,"$7,151,985.99","$1,578,084.73","$8,730,070.72","222,444.51"
+53-4000,Rail Transportation Workers,1.95,1.84,"$177,640.77","$52,501.87","$230,142.64","4,659.02"
+53-5000,Water Transportation Workers,3.00,2.81,"$296,441.42","$54,147.10","$350,588.52","7,050.14"
+53-6000,Other Transportation Workers,5.52,4.88,"$207,937.05","$39,743.41","$247,680.46","8,495.85"
+53-7000,Material Moving Workers,197.13,188.26,"$10,054,422.11","$1,979,259.46","$12,033,681.57","336,511.09"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2031/tax_results.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2031/tax_results.csv
index 4196775..103e684 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2031/tax_results.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2031/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$314,780.43","$2,627,042.41","$1,893,813.56","$11,886,858.26","$77,264,416.33","$93,986,910.99"
-2 - Indirect,"$233,085.39","$1,918,526.45","$1,353,999.71","$6,587,892.45","$17,712,158.45","$27,805,662.45"
-3 - Induced,"$294,093.17","$2,414,523.58","$1,697,278.90","$7,816,839.16","$13,762,008.14","$25,984,742.95"
-,"$841,958.99","$6,960,092.43","$4,945,092.17","$26,291,589.87","$108,738,582.93","$147,777,316.40"
+1 - Direct,"$448,715.45","$3,724,492.28","$2,662,864.52","$15,264,226.11","$79,955,742.35","$102,056,040.71"
+2 - Indirect,"$250,151.90","$2,058,709.25","$1,452,612.92","$7,046,772.62","$18,596,259.61","$29,404,506.31"
+3 - Induced,"$304,648.02","$2,501,179.62","$1,758,193.50","$8,097,389.69","$14,256,053.83","$26,917,464.67"
+,"$1,003,515.36","$8,284,381.15","$5,873,670.95","$30,408,388.43","$112,808,055.80","$158,378,011.68"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 9bf9008..ada7465 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2031/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,697,528.40"
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,546.12"
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,715,970.98"
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,699,057.89"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,914,015.21"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,844,740.23"
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00"
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,212.77"
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.13"
-7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,927.41"
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.41"
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,314.75"
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,472,675.32"
-11,224,Nonferrous forging,"$17,187,170.89","$604,106.46"
-12,460,Other support services,"$116,743,407.01","$4,073,011.63"
-13,223,Iron and steel forging,"$52,274,449.17","$1,754,003.01"
-14,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,365,491.53"
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,702,470.68"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,213.89"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.57"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,933.80"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,585.44"
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,707.78"
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,660,623.49"
+11,460,Other support services,"$116,743,407.01","$4,105,988.59"
+12,224,Nonferrous forging,"$17,187,170.89","$604,252.74"
+13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$33,763,368.13"
+14,223,Iron and steel forging,"$52,274,449.17","$1,754,417.19"
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,768,054.71"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2032/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2032/economic_indicators_by_impact.csv
index 848910f..9374826 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2032/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2032/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"3,842.76","$334,996,563.87","$461,048,074.54","$1,288,226,255.86"
-2 - Indirect,"1,133.51","$72,466,097.54","$123,014,973.52","$260,003,297.22"
-3 - Induced,"1,148.46","$52,676,609.19","$118,801,599.79","$212,159,491.11"
-,"6,124.73","$460,139,270.60","$702,864,647.85","$1,760,389,044.20"
+1 - Direct,"3,912.94","$348,194,526.40","$497,347,475.65","$1,349,606,255.86"
+2 - Indirect,"1,197.62","$76,986,047.41","$132,328,421.28","$279,669,066.86"
+3 - Induced,"1,203.24","$55,185,814.62","$124,459,484.91","$222,270,190.35"
+,"6,313.80","$480,366,388.43","$754,135,381.83","$1,851,545,513.07"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index cfce7bd..166210b 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2032/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,697,776.25",6828.17%
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,622.87",309.17%
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,736,821.52",149.65%
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,699,795.22",6828.21%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,914,242.14",309.17%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,906,799.02",149.79%
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00",76.24%
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,213.02",66.19%
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.24",63.98%
-7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,929.01",20.82%
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.65",15.95%
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,413.85",8.91%
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,515,407.43",5.43%
-11,224,Nonferrous forging,"$17,187,170.89","$604,131.83",3.52%
-12,460,Other support services,"$116,743,407.01","$4,081,785.97",3.50%
-13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,598,010.29",3.36%
-14,223,Iron and steel forging,"$52,274,449.17","$1,754,076.29",3.36%
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,723,415.91",3.25%
-16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$194,936.58",3.07%
-17,254,Construction machinery manufacturing,"$33,431,733.61","$888,222.68",2.66%
-18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$426,395.58",2.60%
-19,129,Wood windows and door manufacturing,"$6,006,154.37","$155,068.30",2.58%
-20,457,Investigation and security services,"$59,623,127.89","$1,389,474.29",2.33%
-21,454,Employment services,"$387,522,663.46","$8,995,118.56",2.32%
-22,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$4,095.04",2.32%
-23,199,Other concrete product manufacturing,"$20,536,708.26","$434,824.26",2.12%
-24,455,Business support services,"$81,622,923.15","$1,694,785.87",2.08%
-25,453,Facilities support services,"$18,809,929.65","$382,006.37",2.03%
-26,197,Concrete block and brick manufacturing,"$4,381,689.69","$87,516.78",2.00%
-27,451,Management of companies and enterprises,"$529,170,690.74","$9,494,951.41",1.79%
-28,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$10,027,667.05",1.76%
-29,399,Truck transportation,"$1,193,488,141.88","$18,882,389.74",1.58%
-30,440,Specialized design services,"$35,933,528.26","$560,436.05",1.56%
-31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$80,734.03",1.49%
-32,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$8,050,582.40",1.45%
-33,196,Ready-mix concrete manufacturing,"$285,491,907.84","$4,119,862.28",1.44%
-34,337,Aircraft manufacturing,"$86,772,712.07","$1,228,592.60",1.42%
-35,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,069,531.59",1.37%
-36,403,Couriers and messengers,"$213,253,723.63","$2,873,323.52",1.35%
-37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$1,176,677.97",1.33%
-38,508,Postal service,"$125,450,187.77","$1,570,159.22",1.25%
-39,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$1,141,469.65",1.24%
-40,26,Stone mining and quarrying,"$31,976,061.34","$390,213.78",1.22%
-41,447,"Advertising, public relations, and related services","$76,206,587.86","$903,423.38",1.19%
-42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$6,554,190.95",1.14%
-43,21,Coal mining,"$2,911,704,202.57","$32,470,250.06",1.12%
-44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$2,678,177.84",1.10%
-45,418,"Data processing, hosting, and related services","$291,048,307.59","$3,113,032.46",1.07%
-46,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$6,014,923.91",1.07%
-47,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$1,563,325.83",1.01%
-48,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$8,209,170.24",1.01%
-49,432,Automotive equipment rental and leasing,"$102,405,091.42","$1,032,914.69",1.01%
-50,437,Legal services,"$411,686,987.07","$4,093,876.96",0.99%
-51,413,Radio and television broadcasting,"$128,460,835.20","$1,268,044.60",0.99%
-52,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$1,110,781.13",0.98%
-53,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$3,171,847.05",0.98%
-54,452,Office administrative services,"$121,416,424.85","$1,152,795.95",0.95%
-55,498,Personal and household goods repair and maintenance,"$109,517,563.73","$1,035,147.75",0.95%
-56,448,Photographic services,"$6,946,918.71","$64,447.80",0.93%
-57,479,Commercial Sports Except Racing,"$3,476,338.42","$32,140.98",0.92%
-58,406,Periodical publishers,"$16,212,170.93","$149,370.46",0.92%
-59,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$2,385,826.39",0.91%
-60,42,Electric power transmission and distribution,"$1,117,279,919.78","$9,989,978.09",0.89%
-61,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$4,758,613.11",0.89%
-62,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$2,690,936.12",0.86%
-63,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,895,935.61",0.86%
-64,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$11,625,223.35",0.85%
-65,43,Natural gas distribution,"$226,004,592.60","$1,914,249.22",0.85%
-66,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$1,073,760.81",0.84%
-67,458,Services to buildings,"$210,863,686.06","$1,767,609.27",0.84%
-68,505,Business and professional associations,"$86,788,585.52","$722,968.26",0.83%
-69,404,Warehousing and storage,"$190,282,196.62","$1,584,291.22",0.83%
-70,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$4,387,373.61",0.83%
-71,414,Cable and other subscription programming,"$23,580,404.28","$195,440.03",0.83%
-72,487,Fitness and recreational sports centers,"$47,685,531.12","$389,619.33",0.82%
-73,509,Federal electric utilities,"$17,146,395.42","$139,309.06",0.81%
-74,492,Limited-service restaurants,"$1,041,352,547.93","$8,455,071.30",0.81%
-75,431,Owner-occupied housing,"$4,444,497,247.52","$35,908,536.39",0.81%
-76,408,"Directory, mailing list, and other publishers","$4,955,701.45","$39,799.96",0.80%
-77,466,Offices of dentists,"$271,899,263.02","$2,158,565.14",0.79%
-78,472,Hospitals,"$775,130,452.97","$6,113,788.29",0.79%
-79,499,Personal care services,"$105,986,766.41","$832,671.17",0.79%
-80,390,Retail - Health and personal care stores,"$189,122,051.74","$1,477,455.66",0.78%
-81,410,Software publishers,"$184,892,079.62","$1,432,858.65",0.77%
-82,396,Air transportation,"$185,983,832.23","$1,439,296.49",0.77%
-83,495,Car washes,"$60,896,626.31","$468,763.01",0.77%
-84,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$983,828.35",0.77%
-85,462,Elementary and secondary schools,"$34,238,275.96","$261,219.63",0.76%
-86,491,Full-service restaurants,"$957,773,115.52","$7,303,424.02",0.76%
-87,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$187,383.30",0.76%
-88,394,Retail - General merchandise stores,"$553,647,942.57","$4,201,040.57",0.76%
-89,425,Direct life insurance carriers,"$42,208,644.52","$319,902.44",0.76%
-90,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$7,480,492.04",0.76%
-91,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$64,252.29",0.76%
-92,387,Retail - Electronics and appliance stores,"$60,211,745.28","$454,642.17",0.76%
-93,443,"Other computer related services, including facilities management","$44,926,337.84","$336,087.94",0.75%
-94,389,Retail - Food and beverage stores,"$517,469,128.57","$3,833,996.25",0.74%
-95,475,Individual and family services,"$223,584,092.68","$1,646,888.54",0.74%
-96,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,667,955.93",0.73%
-97,514,Local government passenger transit,"$2,981,749.49","$21,902.75",0.73%
-98,515,Local government electric utilities,"$7,801,045.18","$56,849.52",0.73%
-99,461,Waste management and remediation services,"$225,632,059.53","$1,617,949.12",0.72%
-100,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,780,028.19",0.72%
-101,484,Amusement parks and arcades,"$8,147,368.71","$58,213.18",0.71%
-102,478,Performing arts companies,"$63,413,148.22","$451,583.75",0.71%
-103,400,Transit and ground passenger transportation,"$87,175,571.40","$618,190.21",0.71%
-104,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$1,468,762.57",0.70%
-105,459,Landscape and horticultural services,"$275,016,411.40","$1,873,387.28",0.68%
-106,465,Offices of physicians,"$740,188,232.97","$5,032,543.63",0.68%
-107,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$32,743.10",0.68%
-108,405,Newspaper publishers,"$75,385,661.65","$507,002.48",0.67%
-109,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$18,957.58",0.67%
-110,426,"Insurance carriers, except direct life","$545,149,698.92","$3,639,232.38",0.67%
-111,502,Other personal services,"$178,806,274.18","$1,193,407.72",0.67%
-112,510,Other federal government enterprises,"$1,867,051.07","$12,417.86",0.67%
-113,503,Religious organizations,"$135,764,739.85","$902,495.70",0.66%
-114,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$737,522.75",0.65%
-115,506,Labor and civic organizations,"$105,944,986.89","$687,239.79",0.65%
-116,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$1,612,454.21",0.65%
-117,221,Custom roll forming,"$23,817,580.17","$153,120.02",0.64%
-118,507,Private households,"$17,924,890.71","$114,971.44",0.64%
-119,44,"Water, sewage and other systems","$21,303,485.72","$135,789.81",0.64%
-120,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$4,235,926.29",0.63%
-121,473,Nursing and community care facilities,"$273,693,670.49","$1,713,372.36",0.63%
-122,481,"Independent artists, writers, and performers","$137,990,888.93","$859,711.19",0.62%
-123,439,"Architectural, engineering, and related services","$663,216,940.93","$4,094,477.58",0.62%
-124,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$448,568.54",0.61%
-125,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$1,412,770.26",0.60%
-126,424,Other financial investment activities,"$1,738,609,271.81","$10,369,045.79",0.60%
-127,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$4,352,697.75",0.60%
-128,476,Child day care services,"$173,556,969.71","$1,028,863.82",0.59%
-129,449,Veterinary services,"$101,826,770.30","$602,747.78",0.59%
-130,464,Other educational services,"$276,105,016.01","$1,608,895.82",0.58%
-131,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$811,947.41",0.58%
-132,493,All other food and drinking places,"$603,532,483.05","$3,478,228.79",0.58%
-133,468,Outpatient care centers,"$330,858,673.33","$1,899,695.97",0.57%
-134,444,Management consulting services,"$251,198,056.46","$1,440,067.49",0.57%
-135,516,Other local government enterprises,"$776,177,579.59","$4,427,315.32",0.57%
-136,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,941,182.67",0.57%
-137,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$1,050,163.91",0.56%
-138,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$5,979,474.26",0.56%
-139,513,Other state government enterprises,"$14,156,836.55","$77,875.63",0.55%
-140,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$653,979.13",0.53%
-141,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$13,522.68",0.52%
-142,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$746,563.96",0.52%
-143,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$234,694.04",0.52%
-144,415,Wired telecommunications carriers,"$765,674,352.28","$3,932,262.25",0.51%
-145,242,Metal coating and nonprecious engraving,"$8,101,071.47","$41,537.64",0.51%
-146,3,Vegetable and melon farming,"$6,609,930.97","$33,864.49",0.51%
-147,429,Other real estate,"$4,970,388,101.43","$25,199,741.20",0.51%
-148,104,Tobacco manufacturing,"$6,603,883.06","$33,337.93",0.50%
-149,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$24,153.09",0.49%
-150,469,Medical and diagnostic laboratories,"$105,938,912.27","$509,439.07",0.48%
-151,398,Water transportation,"$11,961,984.14","$57,228.84",0.48%
-152,201,Gypsum product manufacturing,"$62,726,288.59","$298,575.42",0.48%
-153,430,Tenant-occupied housing,"$1,046,341,198.42","$4,870,665.65",0.47%
-154,411,Motion picture and video industries,"$109,931,494.98","$509,815.03",0.46%
-155,500,Death care services,"$46,286,967.10","$213,131.84",0.46%
-156,203,Cut stone and stone product manufacturing,"$1,374,172.26","$6,256.21",0.46%
-157,239,Machine shops,"$129,567,269.37","$580,822.24",0.45%
-158,4,Fruit farming,"$384,884.42","$1,715.90",0.45%
-159,195,Cement manufacturing,"$132,407,672.79","$576,587.67",0.44%
-160,229,Plate work manufacturing,"$7,212,949.34","$30,739.75",0.43%
-161,471,Other ambulatory health care services,"$103,224,782.99","$423,141.08",0.41%
-162,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$55,543.06",0.41%
-163,467,Offices of other health practitioners,"$364,689,970.79","$1,462,428.62",0.40%
-164,470,Home health care services,"$73,759,567.90","$291,488.16",0.40%
-165,391,Retail - Gasoline stores,"$487,933,166.50","$1,913,247.10",0.39%
-166,501,Dry-cleaning and laundry services,"$83,675,246.11","$325,038.28",0.39%
-167,139,Paperboard container manufacturing,"$2,219,895.78","$8,158.15",0.37%
-168,486,Other amusement and recreation industries,"$263,123,626.14","$964,651.46",0.37%
-169,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$5,285.97",0.36%
-170,407,Book publishers,"$8,704,740.33","$29,956.35",0.34%
-171,125,Wood preservation,"$25,246,163.52","$82,553.39",0.33%
-172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$32,108.97",0.32%
-173,485,Gambling industries (except casino hotels),"$417,593,840.35","$1,293,457.53",0.31%
-174,37,Electric power generation - Solar,"$4,333,055.09","$12,845.49",0.30%
-175,38,Electric power generation - Wind,"$185,428,436.16","$549,708.99",0.30%
-176,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$5,694,865.08",0.30%
-177,488,Bowling centers,"$21,593,225.39","$61,814.65",0.29%
-178,27,Sand and gravel mining,"$216,223,131.49","$614,773.42",0.28%
-179,480,Racing and Track Operation,"$6,801,162.46","$19,238.04",0.28%
-180,442,Computer systems design services,"$304,936,867.78","$807,670.69",0.26%
-181,144,Printing,"$57,542,256.23","$145,778.64",0.25%
-182,434,Video tape and disc rental,"$3,473,473.59","$8,792.84",0.25%
-183,368,Sign manufacturing,"$23,533,228.46","$57,866.89",0.25%
-184,124,Sawmills,"$141,329,754.94","$334,806.33",0.24%
-185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$9,842.85",0.23%
-186,226,Handtool manufacturing,"$14,510,909.57","$29,104.08",0.20%
-187,456,Travel arrangement and reservation services,"$498,338,395.79","$982,894.24",0.20%
-188,220,Nonferrous metal foundries,"$16,365,994.89","$31,284.09",0.19%
-189,397,Rail transportation,"$1,846,923,315.97","$3,427,205.80",0.19%
-190,146,Petroleum refineries,"$6,572,475,454.77","$11,748,281.05",0.18%
-191,228,Fabricated structural metal manufacturing,"$108,558,620.40","$190,412.00",0.18%
-192,100,Manufactured ice,"$3,942,329.02","$6,839.83",0.17%
-193,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$19,013.61",0.17%
-194,174,Explosives manufacturing,"$52,050,877.00","$89,210.04",0.17%
-195,490,Other accommodations,"$130,132,793.65","$220,885.43",0.17%
-196,238,Spring and wire product manufacturing,"$10,164,502.90","$17,029.17",0.17%
-197,235,Metal cans manufacturing,"$84,837,591.04","$134,142.46",0.16%
-198,446,Scientific research and development services,"$1,017,623,425.88","$1,453,676.39",0.14%
-199,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$18,783.90",0.14%
-200,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$122,029.87",0.14%
-201,16,Commercial logging,"$38,196,492.13","$52,234.51",0.14%
-202,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$15,247.22",0.13%
-203,32,Metal mining services,"$40,137,198.28","$52,147.25",0.13%
-204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$1,300,931.17",0.13%
-205,441,Custom computer programming services,"$266,955,199.74","$336,730.30",0.13%
-206,175,Custom compounding of purchased resins,"$17,576,678.87","$22,000.09",0.13%
-207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$100,995.42",0.12%
-208,185,Other plastics product manufacturing,"$54,262,105.84","$56,294.11",0.10%
-209,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$6,195.05",0.10%
-210,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$87,726.81",0.10%
-211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$173,372.21",0.10%
-212,132,Wood container and pallet manufacturing,"$5,150,805.78","$4,997.08",0.10%
-213,10,All other crop farming,"$163,550,998.97","$152,576.49",0.09%
-214,18,Commercial hunting and trapping,"$23,256,232.55","$21,334.76",0.09%
-215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$154,645.47",0.09%
-216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$27,232.01",0.08%
-217,251,Other fabricated metal manufacturing,"$30,533,977.78","$21,922.86",0.07%
-218,20,Oil and gas extraction,"$4,984,035,362.50","$2,921,767.34",0.06%
-219,329,Travel trailer and camper manufacturing,"$11,059,948.62","$6,383.77",0.06%
-220,401,Pipeline transportation,"$1,611,889,849.10","$882,118.19",0.05%
-221,102,Wineries,"$2,616,541.19","$1,412.49",0.05%
-222,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$65,622.16",0.05%
-223,366,"Doll, toy, and game manufacturing","$8,851,137.40","$4,342.78",0.05%
-224,13,Poultry and egg production,"$69,842,214.62","$34,014.94",0.05%
-225,231,Sheet metal work manufacturing,"$2,174,657.13","$1,022.59",0.05%
-226,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,891.07",0.04%
-227,101,Breweries,"$54,815,146.01","$23,078.60",0.04%
-228,116,Other textile product mills,"$18,711,047.72","$7,863.53",0.04%
-229,19,Support activities for agriculture and forestry,"$44,762,204.87","$18,359.12",0.04%
-230,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$2,703.43",0.04%
-231,79,Fluid milk manufacturing,"$4,900,848.36","$1,829.56",0.04%
-232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$266.94,0.04%
-233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$13,495.06",0.04%
-234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$20,695.37",0.03%
-235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21","$1,012.67",0.03%
-236,2,Grain farming,"$130,099,289.43","$33,646.51",0.03%
-237,364,Jewelry and silverware manufacturing,"$9,505,473.72","$2,296.93",0.02%
-238,265,Industrial mold manufacturing,"$419,356.03",$96.01,0.02%
-239,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$112,225.86",0.02%
-240,59,Other animal food manufacturing,"$23,797,093.38","$4,988.38",0.02%
-241,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$24,249.18",0.02%
-242,85,Meat processed from carcasses,"$59,683,965.53","$11,962.25",0.02%
-243,151,Petrochemical manufacturing,"$673,077,918.86","$133,894.09",0.02%
-244,370,Musical instrument manufacturing,"$937,638.70",$186.22,0.02%
-245,62,Malt manufacturing,"$10,977,359.34","$2,116.68",0.02%
-246,373,Burial casket manufacturing,"$6,137,323.55","$1,175.60",0.02%
-247,188,Other rubber product manufacturing,"$4,573,849.57",$865.86,0.02%
-248,281,Welding and soldering equipment manufacturing,"$6,471,097.46","$1,211.96",0.02%
-249,354,Custom architectural woodwork and millwork,"$78,271.86",$14.58,0.02%
-250,66,Breakfast cereal manufacturing,"$8,312,290.22","$1,497.14",0.02%
-251,93,Other snack food manufacturing,"$10,656,196.90","$1,915.17",0.02%
-252,374,All other miscellaneous manufacturing,"$25,842,264.37","$4,393.91",0.02%
-253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94","$1,103.20",0.02%
-254,317,Relay and industrial control manufacturing,"$20,041,079.83","$3,357.08",0.02%
-255,311,Lighting fixture manufacturing,"$8,501,584.76","$1,379.06",0.02%
-256,15,"Forestry, forest products, and timber tract production","$319,991.92",$48.88,0.02%
-257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$3,398.81",0.01%
-258,320,Other communication and energy wire manufacturing,"$38,208,866.07","$5,164.32",0.01%
-259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92","$1,525.53",0.01%
-260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$176.00,0.01%
-261,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$392.58,0.01%
-262,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$66,704.03",0.01%
-263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$9,560.24",0.01%
-264,84,"Animal, except poultry, slaughtering","$216,958,801.29","$20,535.06",0.01%
-265,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,931.00",0.01%
-266,353,Wood office furniture manufacturing,"$616,006.76",$57.00,0.01%
-267,260,All other industrial machinery manufacturing,"$303,218.25",$27.32,0.01%
-268,9,Sugarcane and sugar beet farming,"$62,280,333.14","$5,384.51",0.01%
-269,358,Blind and shade manufacturing,"$111,215.22",$9.61,0.01%
-270,94,Coffee and tea manufacturing,"$30,751,047.34","$2,584.10",0.01%
-271,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$82.84,0.01%
-272,67,Beet sugar manufacturing,"$209,970,196.03","$16,227.81",0.01%
-273,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$154.77,0.01%
-274,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$11,976.47",0.01%
-275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$609.15,0.01%
-276,326,Motor vehicle body manufacturing,"$51,726,843.92","$3,516.21",0.01%
-277,97,Spice and extract manufacturing,"$12,042,344.87",$765.48,0.01%
-278,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$198.15,0.01%
-279,24,Gold ore and silver ore mining,"$40,475,210.09","$2,532.70",0.01%
-280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$58.17,0.01%
-281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$275.30,0.01%
-282,173,Printing ink manufacturing,"$6,373,572.26",$330.75,0.01%
-283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$9,671.74",0.01%
-284,58,Dog and cat food manufacturing,"$23,319,111.08","$1,101.56",0.00%
-285,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$45,551.04",0.00%
-286,302,Automatic environmental control manufacturing,"$4,809,195.11",$217.88,0.00%
-287,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$21,272.99",0.00%
-288,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$352.41,0.00%
-289,86,Rendering and meat byproduct processing,"$169,552.02",$7.00,0.00%
-290,118,Cut and sew apparel contractors,"$624,247.24",$25.53,0.00%
-291,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$430.69,0.00%
-292,292,Other communications equipment manufacturing,"$381,770.64",$15.50,0.00%
-293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$4,428.50",0.00%
-294,122,Footwear manufacturing,"$1,145,231.54",$39.42,0.00%
-295,247,Small arms ammunition manufacturing,"$130,897.97",$4.37,0.00%
-296,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$51,705.55",0.00%
-297,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$527.24,0.00%
-298,121,Leather and hide tanning and finishing,"$1,328,163.62",$40.46,0.00%
-299,113,Curtain and linen mills,"$612,878.58",$17.71,0.00%
-300,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$416.32,0.00%
-301,123,Other leather and allied product manufacturing,"$17,594,328.12",$502.73,0.00%
-302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$31,773.80",0.00%
-303,12,Dairy cattle and milk production,"$62,699,899.43","$1,542.87",0.00%
-304,114,Textile bag and canvas mills,"$11,730,951.51",$281.06,0.00%
-305,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$64.21,0.00%
-306,103,Distilleries,"$59,042,281.71","$1,226.97",0.00%
-307,172,Toilet preparation manufacturing,"$51,736,916.86","$1,062.18",0.00%
-308,363,Dental laboratories,"$2,922,984.08",$57.53,0.00%
-309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44","$1,477.17",0.00%
-310,1,Oilseed farming,"$938,686.11",$13.31,0.00%
-311,31,Support activities for oil and gas operations,"$1,698,256,439.85","$23,558.08",0.00%
-312,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$15.04,0.00%
-313,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$508.27,0.00%
-314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$146.18,0.00%
-315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$110.84,0.00%
-316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$37.44,0.00%
-317,33,Other nonmetallic minerals services,"$83,884,373.37",$666.11,0.00%
-318,109,Knit fabric mills,"$9,334,399.88",$68.84,0.00%
-319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$173.73,0.00%
-320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$104.65,0.00%
-321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$134.63,0.00%
-322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$16.71,0.00%
-323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$34.74,0.00%
-324,25,Other metal ore mining,"$65,796,499.90",$158.91,0.00%
-325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$79.87,0.00%
-326,30,Drilling oil and gas wells,"$252,242,568.28",$151.10,0.00%
-327,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,214.50",66.19%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.81",63.98%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,937.50",20.82%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,586.01",15.95%
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,935.52",8.92%
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,764,494.56",5.50%
+11,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$34,443,728.17",3.55%
+12,460,Other support services,"$116,743,407.01","$4,125,593.25",3.53%
+13,224,Nonferrous forging,"$17,187,170.89","$604,325.05",3.52%
+14,223,Iron and steel forging,"$52,274,449.17","$1,754,623.51",3.36%
+15,21,Coal mining,"$2,911,704,202.57","$95,890,395.74",3.29%
+16,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,810,821.14",3.28%
+17,134,Prefabricated wood building manufacturing,"$6,341,600.48","$195,674.74",3.09%
+18,254,Construction machinery manufacturing,"$33,431,733.61","$907,076.07",2.71%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$156,228.70",2.60%
+20,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$426,491.08",2.60%
+21,457,Investigation and security services,"$59,623,127.89","$1,412,054.44",2.37%
+22,454,Employment services,"$387,522,663.46","$9,138,603.53",2.36%
+23,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$4,097.18",2.32%
+24,455,Business support services,"$81,622,923.15","$1,751,781.68",2.15%
+25,199,Other concrete product manufacturing,"$20,536,708.26","$435,979.56",2.12%
+26,197,Concrete block and brick manufacturing,"$4,381,689.69","$89,649.13",2.05%
+27,453,Facilities support services,"$18,809,929.65","$384,362.48",2.04%
+28,451,Management of companies and enterprises,"$529,170,690.74","$10,472,731.54",1.98%
+29,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$10,192,118.89",1.79%
+30,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$9,151,219.54",1.64%
+31,399,Truck transportation,"$1,193,488,141.88","$19,463,616.56",1.63%
+32,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$87,733.82",1.62%
+33,440,Specialized design services,"$35,933,528.26","$573,615.03",1.60%
+34,26,Stone mining and quarrying,"$31,976,061.34","$492,675.76",1.54%
+35,196,Ready-mix concrete manufacturing,"$285,491,907.84","$4,174,956.33",1.46%
+36,337,Aircraft manufacturing,"$86,772,712.07","$1,228,593.38",1.42%
+37,403,Couriers and messengers,"$213,253,723.63","$3,005,029.88",1.41%
+38,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$1,224,356.71",1.38%
+39,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,070,105.48",1.37%
+40,508,Postal service,"$125,450,187.77","$1,636,939.54",1.30%
+41,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$1,170,689.89",1.27%
+42,447,"Advertising, public relations, and related services","$76,206,587.86","$931,994.35",1.22%
+43,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$6,867,416.65",1.19%
+44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$2,841,142.47",1.16%
+45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$6,358,181.90",1.13%
+46,418,"Data processing, hosting, and related services","$291,048,307.59","$3,187,394.83",1.10%
+47,432,Automotive equipment rental and leasing,"$102,405,091.42","$1,082,025.62",1.06%
+48,437,Legal services,"$411,686,987.07","$4,333,586.35",1.05%
+49,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$8,556,379.26",1.05%
+50,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$1,618,429.42",1.05%
+51,498,Personal and household goods repair and maintenance,"$109,517,563.73","$1,120,524.93",1.02%
+52,413,Radio and television broadcasting,"$128,460,835.20","$1,311,467.97",1.02%
+53,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$1,149,978.58",1.02%
+54,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$3,239,223.29",1.00%
+55,452,Office administrative services,"$121,416,424.85","$1,208,633.73",1.00%
+56,42,Electric power transmission and distribution,"$1,117,279,919.78","$10,953,745.74",0.98%
+57,448,Photographic services,"$6,946,918.71","$67,318.54",0.97%
+58,479,Commercial Sports Except Racing,"$3,476,338.42","$33,415.90",0.96%
+59,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$2,526,256.36",0.96%
+60,406,Periodical publishers,"$16,212,170.93","$155,062.13",0.96%
+61,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$4,963,572.65",0.93%
+62,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$2,857,216.13",0.91%
+63,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$2,007,422.19",0.91%
+64,458,Services to buildings,"$210,863,686.06","$1,909,035.68",0.91%
+65,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$12,313,955.51",0.90%
+66,509,Federal electric utilities,"$17,146,395.42","$153,028.29",0.89%
+67,505,Business and professional associations,"$86,788,585.52","$770,813.60",0.89%
+68,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$4,663,376.55",0.88%
+69,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$1,118,506.52",0.88%
+70,43,Natural gas distribution,"$226,004,592.60","$1,980,214.29",0.88%
+71,404,Warehousing and storage,"$190,282,196.62","$1,636,927.06",0.86%
+72,414,Cable and other subscription programming,"$23,580,404.28","$202,438.24",0.86%
+73,487,Fitness and recreational sports centers,"$47,685,531.12","$407,670.96",0.85%
+74,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$8,419,131.56",0.85%
+75,492,Limited-service restaurants,"$1,041,352,547.93","$8,837,648.55",0.85%
+76,431,Owner-occupied housing,"$4,444,497,247.52","$37,622,980.57",0.85%
+77,408,"Directory, mailing list, and other publishers","$4,955,701.45","$41,937.96",0.85%
+78,466,Offices of dentists,"$271,899,263.02","$2,261,035.66",0.83%
+79,472,Hospitals,"$775,130,452.97","$6,404,896.25",0.83%
+80,499,Personal care services,"$105,986,766.41","$872,319.03",0.82%
+81,390,Retail - Health and personal care stores,"$189,122,051.74","$1,550,882.68",0.82%
+82,396,Air transportation,"$185,983,832.23","$1,502,847.84",0.81%
+83,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$1,035,860.06",0.81%
+84,495,Car washes,"$60,896,626.31","$488,959.98",0.80%
+85,410,Software publishers,"$184,892,079.62","$1,481,889.96",0.80%
+86,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$5,373,151.74",0.80%
+87,515,Local government electric utilities,"$7,801,045.18","$62,442.97",0.80%
+88,462,Elementary and secondary schools,"$34,238,275.96","$273,785.01",0.80%
+89,491,Full-service restaurants,"$957,773,115.52","$7,636,899.74",0.80%
+90,394,Retail - General merchandise stores,"$553,647,942.57","$4,402,819.52",0.80%
+91,425,Direct life insurance carriers,"$42,208,644.52","$335,274.43",0.79%
+92,387,Retail - Electronics and appliance stores,"$60,211,745.28","$477,898.65",0.79%
+93,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$66,406.49",0.78%
+94,389,Retail - Food and beverage stores,"$517,469,128.57","$4,019,811.03",0.78%
+95,443,"Other computer related services, including facilities management","$44,926,337.84","$347,976.28",0.77%
+96,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$190,327.30",0.77%
+97,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,754,193.42",0.77%
+98,475,Individual and family services,"$223,584,092.68","$1,725,778.52",0.77%
+99,514,Local government passenger transit,"$2,981,749.49","$22,804.38",0.76%
+100,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$36,716.76",0.76%
+101,461,Waste management and remediation services,"$225,632,059.53","$1,702,832.81",0.75%
+102,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,868,028.52",0.75%
+103,484,Amusement parks and arcades,"$8,147,368.71","$60,975.77",0.75%
+104,478,Performing arts companies,"$63,413,148.22","$473,574.44",0.75%
+105,400,Transit and ground passenger transportation,"$87,175,571.40","$643,594.08",0.74%
+106,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$1,537,889.14",0.74%
+107,459,Landscape and horticultural services,"$275,016,411.40","$2,009,108.57",0.73%
+108,465,Offices of physicians,"$740,188,232.97","$5,272,080.67",0.71%
+109,510,Other federal government enterprises,"$1,867,051.07","$13,193.68",0.71%
+110,426,"Insurance carriers, except direct life","$545,149,698.92","$3,825,252.73",0.70%
+111,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$95,147.28",0.70%
+112,502,Other personal services,"$178,806,274.18","$1,250,403.21",0.70%
+113,503,Religious organizations,"$135,764,739.85","$945,694.07",0.70%
+114,405,Newspaper publishers,"$75,385,661.65","$524,634.44",0.70%
+115,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$785,028.86",0.69%
+116,506,Labor and civic organizations,"$105,944,986.89","$719,966.60",0.68%
+117,424,Other financial investment activities,"$1,738,609,271.81","$11,786,649.68",0.68%
+118,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$1,685,753.76",0.67%
+119,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$4,909,576.72",0.67%
+120,507,Private households,"$17,924,890.71","$120,508.86",0.67%
+121,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$18,966.99",0.67%
+122,439,"Architectural, engineering, and related services","$663,216,940.93","$4,402,849.83",0.66%
+123,44,"Water, sewage and other systems","$21,303,485.72","$140,506.60",0.66%
+124,473,Nursing and community care facilities,"$273,693,670.49","$1,794,290.66",0.66%
+125,481,"Independent artists, writers, and performers","$137,990,888.93","$894,266.64",0.65%
+126,221,Custom roll forming,"$23,817,580.17","$153,261.70",0.64%
+127,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$470,083.99",0.64%
+128,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$1,479,502.86",0.63%
+129,476,Child day care services,"$173,556,969.71","$1,078,110.07",0.62%
+130,449,Veterinary services,"$101,826,770.30","$631,304.92",0.62%
+131,464,Other educational services,"$276,105,016.01","$1,685,676.93",0.61%
+132,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$855,554.31",0.61%
+133,444,Management consulting services,"$251,198,056.46","$1,529,624.98",0.61%
+134,493,All other food and drinking places,"$603,532,483.05","$3,639,739.28",0.60%
+135,468,Outpatient care centers,"$330,858,673.33","$1,990,218.37",0.60%
+136,516,Other local government enterprises,"$776,177,579.59","$4,600,158.28",0.59%
+137,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$2,019,800.91",0.59%
+138,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$1,100,466.00",0.59%
+139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$6,264,741.66",0.58%
+140,513,Other state government enterprises,"$14,156,836.55","$80,945.59",0.57%
+141,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$684,829.65",0.56%
+142,398,Water transportation,"$11,961,984.14","$65,374.31",0.55%
+143,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$782,321.18",0.54%
+144,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$245,882.71",0.54%
+145,3,Vegetable and melon farming,"$6,609,930.97","$35,470.84",0.54%
+146,415,Wired telecommunications carriers,"$765,674,352.28","$4,078,840.75",0.53%
+147,104,Tobacco manufacturing,"$6,603,883.06","$34,907.24",0.53%
+148,429,Other real estate,"$4,970,388,101.43","$26,159,128.03",0.53%
+149,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$13,601.54",0.52%
+150,242,Metal coating and nonprecious engraving,"$8,101,071.47","$41,776.01",0.52%
+151,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$25,382.84",0.51%
+152,469,Medical and diagnostic laboratories,"$105,938,912.27","$533,765.56",0.50%
+153,430,Tenant-occupied housing,"$1,046,341,198.42","$5,100,087.46",0.49%
+154,174,Explosives manufacturing,"$52,050,877.00","$253,458.80",0.49%
+155,411,Motion picture and video industries,"$109,931,494.98","$531,564.54",0.48%
+156,500,Death care services,"$46,286,967.10","$223,166.55",0.48%
+157,201,Gypsum product manufacturing,"$62,726,288.59","$300,776.36",0.48%
+158,4,Fruit farming,"$384,884.42","$1,797.35",0.47%
+159,203,Cut stone and stone product manufacturing,"$1,374,172.26","$6,412.64",0.47%
+160,239,Machine shops,"$129,567,269.37","$583,964.86",0.45%
+161,195,Cement manufacturing,"$132,407,672.79","$583,676.48",0.44%
+162,471,Other ambulatory health care services,"$103,224,782.99","$443,119.65",0.43%
+163,229,Plate work manufacturing,"$7,212,949.34","$30,920.97",0.43%
+164,467,Offices of other health practitioners,"$364,689,970.79","$1,532,251.64",0.42%
+165,470,Home health care services,"$73,759,567.90","$305,344.65",0.41%
+166,391,Retail - Gasoline stores,"$487,933,166.50","$2,010,825.59",0.41%
+167,501,Dry-cleaning and laundry services,"$83,675,246.11","$339,701.17",0.41%
+168,486,Other amusement and recreation industries,"$263,123,626.14","$1,011,274.25",0.38%
+169,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$5,472.05",0.37%
+170,139,Paperboard container manufacturing,"$2,219,895.78","$8,224.29",0.37%
+171,407,Book publishers,"$8,704,740.33","$31,409.26",0.36%
+172,125,Wood preservation,"$25,246,163.52","$83,619.10",0.33%
+173,37,Electric power generation - Solar,"$4,333,055.09","$14,085.25",0.33%
+174,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$6,244,495.31",0.33%
+175,38,Electric power generation - Wind,"$185,428,436.16","$602,763.22",0.33%
+176,485,Gambling industries (except casino hotels),"$417,593,840.35","$1,354,585.27",0.32%
+177,322,Carbon and graphite product manufacturing,"$10,049,890.88","$32,116.67",0.32%
+178,488,Bowling centers,"$21,593,225.39","$64,782.62",0.30%
+179,480,Racing and Track Operation,"$6,801,162.46","$20,156.86",0.30%
+180,27,Sand and gravel mining,"$216,223,131.49","$631,120.61",0.29%
+181,442,Computer systems design services,"$304,936,867.78","$834,699.15",0.27%
+182,434,Video tape and disc rental,"$3,473,473.59","$9,211.85",0.27%
+183,144,Printing,"$57,542,256.23","$150,548.48",0.26%
+184,368,Sign manufacturing,"$23,533,228.46","$59,687.62",0.25%
+185,397,Rail transportation,"$1,846,923,315.97","$4,567,873.40",0.25%
+186,124,Sawmills,"$141,329,754.94","$339,127.16",0.24%
+187,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$10,131.25",0.24%
+188,456,Travel arrangement and reservation services,"$498,338,395.79","$1,076,367.98",0.22%
+189,16,Commercial logging,"$38,196,492.13","$81,402.70",0.21%
+190,146,Petroleum refineries,"$6,572,475,454.77","$13,256,252.96",0.20%
+191,226,Handtool manufacturing,"$14,510,909.57","$29,191.57",0.20%
+192,220,Nonferrous metal foundries,"$16,365,994.89","$31,295.20",0.19%
+193,100,Manufactured ice,"$3,942,329.02","$7,162.79",0.18%
+194,490,Other accommodations,"$130,132,793.65","$231,508.16",0.18%
+195,228,Fabricated structural metal manufacturing,"$108,558,620.40","$191,217.55",0.18%
+196,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$19,125.89",0.17%
+197,238,Spring and wire product manufacturing,"$10,164,502.90","$17,091.12",0.17%
+198,235,Metal cans manufacturing,"$84,837,591.04","$134,234.07",0.16%
+199,446,Scientific research and development services,"$1,017,623,425.88","$1,505,888.38",0.15%
+200,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$18,913.49",0.14%
+201,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$15,997.17",0.14%
+202,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$122,620.18",0.14%
+203,445,Environmental and other technical consulting services,"$1,027,018,118.68","$1,398,609.34",0.14%
+204,441,Custom computer programming services,"$266,955,199.74","$349,225.14",0.13%
+205,32,Metal mining services,"$40,137,198.28","$52,491.68",0.13%
+206,175,Custom compounding of purchased resins,"$17,576,678.87","$22,398.97",0.13%
+207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$101,570.33",0.12%
+208,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$91,879.85",0.11%
+209,185,Other plastics product manufacturing,"$54,262,105.84","$56,984.72",0.11%
+210,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$6,199.80",0.10%
+211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$181,562.31",0.10%
+212,132,Wood container and pallet manufacturing,"$5,150,805.78","$5,172.51",0.10%
+213,10,All other crop farming,"$163,550,998.97","$161,722.91",0.10%
+214,18,Commercial hunting and trapping,"$23,256,232.55","$22,346.51",0.10%
+215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$156,078.28",0.09%
+216,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$108,275.33",0.09%
+217,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$27,446.45",0.08%
+218,251,Other fabricated metal manufacturing,"$30,533,977.78","$22,131.42",0.07%
+219,20,Oil and gas extraction,"$4,984,035,362.50","$3,282,888.68",0.07%
+220,401,Pipeline transportation,"$1,611,889,849.10","$1,003,993.84",0.06%
+221,329,Travel trailer and camper manufacturing,"$11,059,948.62","$6,694.01",0.06%
+222,102,Wineries,"$2,616,541.19","$1,479.73",0.06%
+223,13,Poultry and egg production,"$69,842,214.62","$35,632.74",0.05%
+224,366,"Doll, toy, and game manufacturing","$8,851,137.40","$4,482.26",0.05%
+225,231,Sheet metal work manufacturing,"$2,174,657.13","$1,035.24",0.05%
+226,19,Support activities for agriculture and forestry,"$44,762,204.87","$20,061.33",0.04%
+227,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,980.57",0.04%
+228,101,Breweries,"$54,815,146.01","$24,167.05",0.04%
+229,116,Other textile product mills,"$18,711,047.72","$8,046.33",0.04%
+230,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$2,704.47",0.04%
+231,79,Fluid milk manufacturing,"$4,900,848.36","$1,915.92",0.04%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$279.43,0.04%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$14,229.00",0.04%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$21,673.19",0.04%
+235,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$178,080.00",0.03%
+236,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21","$1,044.64",0.03%
+237,2,Grain farming,"$130,099,289.43","$35,306.48",0.03%
+238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$2,403.50",0.03%
+239,265,Industrial mold manufacturing,"$419,356.03",$96.62,0.02%
+240,151,Petrochemical manufacturing,"$673,077,918.86","$153,928.32",0.02%
+241,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$26,506.34",0.02%
+242,59,Other animal food manufacturing,"$23,797,093.38","$5,235.67",0.02%
+243,15,"Forestry, forest products, and timber tract production","$319,991.92",$69.89,0.02%
+244,188,Other rubber product manufacturing,"$4,573,849.57",$972.95,0.02%
+245,85,Meat processed from carcasses,"$59,683,965.53","$12,527.87",0.02%
+246,370,Musical instrument manufacturing,"$937,638.70",$195.35,0.02%
+247,62,Malt manufacturing,"$10,977,359.34","$2,216.51",0.02%
+248,373,Burial casket manufacturing,"$6,137,323.55","$1,231.37",0.02%
+249,66,Breakfast cereal manufacturing,"$8,312,290.22","$1,568.05",0.02%
+250,93,Other snack food manufacturing,"$10,656,196.90","$2,005.43",0.02%
+251,354,Custom architectural woodwork and millwork,"$78,271.86",$14.73,0.02%
+252,281,Welding and soldering equipment manufacturing,"$6,471,097.46","$1,212.77",0.02%
+253,374,All other miscellaneous manufacturing,"$25,842,264.37","$4,614.84",0.02%
+254,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94","$1,143.68",0.02%
+255,317,Relay and industrial control manufacturing,"$20,041,079.83","$3,357.83",0.02%
+256,311,Lighting fixture manufacturing,"$8,501,584.76","$1,388.48",0.02%
+257,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$98,847.93",0.01%
+258,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$3,543.98",0.01%
+259,320,Other communication and energy wire manufacturing,"$38,208,866.07","$5,174.00",0.01%
+260,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92","$1,597.52",0.01%
+261,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$22,683.43",0.01%
+262,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$183.42,0.01%
+263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$10,825.76",0.01%
+264,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$410.55,0.01%
+265,84,"Animal, except poultry, slaughtering","$216,958,801.29","$21,502.24",0.01%
+266,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,991.25",0.01%
+267,353,Wood office furniture manufacturing,"$616,006.76",$57.34,0.01%
+268,9,Sugarcane and sugar beet farming,"$62,280,333.14","$5,652.27",0.01%
+269,260,All other industrial machinery manufacturing,"$303,218.25",$27.42,0.01%
+270,358,Blind and shade manufacturing,"$111,215.22",$10.05,0.01%
+271,94,Coffee and tea manufacturing,"$30,751,047.34","$2,706.55",0.01%
+272,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$83.05,0.01%
+273,67,Beet sugar manufacturing,"$209,970,196.03","$16,995.13",0.01%
+274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$162.09,0.01%
+275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$637.96,0.01%
+276,24,Gold ore and silver ore mining,"$40,475,210.09","$2,902.89",0.01%
+277,326,Motor vehicle body manufacturing,"$51,726,843.92","$3,616.83",0.01%
+278,97,Spice and extract manufacturing,"$12,042,344.87",$801.62,0.01%
+279,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$207.52,0.01%
+280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$60.86,0.01%
+281,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$52,797.52",0.01%
+282,173,Printing ink manufacturing,"$6,373,572.26",$335.76,0.01%
+283,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$276.04,0.01%
+284,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$9,759.18",0.01%
+285,58,Dog and cat food manufacturing,"$23,319,111.08","$1,153.95",0.00%
+286,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$22,266.73",0.00%
+287,302,Automatic environmental control manufacturing,"$4,809,195.11",$219.88,0.00%
+288,86,Rendering and meat byproduct processing,"$169,552.02",$7.34,0.00%
+289,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$355.76,0.00%
+290,118,Cut and sew apparel contractors,"$624,247.24",$26.75,0.00%
+291,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$451.26,0.00%
+292,292,Other communications equipment manufacturing,"$381,770.64",$15.74,0.00%
+293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$4,433.48",0.00%
+294,122,Footwear manufacturing,"$1,145,231.54",$40.40,0.00%
+295,247,Small arms ammunition manufacturing,"$130,897.97",$4.49,0.00%
+296,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$54,337.39",0.00%
+297,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$527.94,0.00%
+298,121,Leather and hide tanning and finishing,"$1,328,163.62",$42.00,0.00%
+299,113,Curtain and linen mills,"$612,878.58",$18.43,0.00%
+300,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$432.74,0.00%
+301,123,Other leather and allied product manufacturing,"$17,594,328.12",$513.15,0.00%
+302,31,Support activities for oil and gas operations,"$1,698,256,439.85","$44,646.93",0.00%
+303,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$33,067.35",0.00%
+304,12,Dairy cattle and milk production,"$62,699,899.43","$1,624.57",0.00%
+305,114,Textile bag and canvas mills,"$11,730,951.51",$294.61,0.00%
+306,103,Distilleries,"$59,042,281.71","$1,284.66",0.00%
+307,172,Toilet preparation manufacturing,"$51,736,916.86","$1,111.94",0.00%
+308,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$64.44,0.00%
+309,363,Dental laboratories,"$2,922,984.08",$60.26,0.00%
+310,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44","$1,483.65",0.00%
+311,33,Other nonmetallic minerals services,"$83,884,373.37","$1,352.21",0.00%
+312,1,Oilseed farming,"$938,686.11",$14.04,0.00%
+313,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$532.33,0.00%
+314,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$15.30,0.00%
+315,105,"Fiber, yarn, and thread mills","$13,455,310.58",$152.06,0.00%
+316,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$111.22,0.00%
+317,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$39.11,0.00%
+318,109,Knit fabric mills,"$9,334,399.88",$72.24,0.00%
+319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$178.14,0.00%
+320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$104.93,0.00%
+321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$135.97,0.00%
+322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$17.43,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$34.89,0.00%
+324,25,Other metal ore mining,"$65,796,499.90",$199.37,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$82.18,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$218.25,0.00%
+327,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
 328,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
-329,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
-330,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+329,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+330,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
 331,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
-332,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
-333,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
-334,137,Paper mills,$0.00,$0.00,0.00%
-335,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
-336,193,Glass container manufacturing,$0.00,$0.00,0.00%
-337,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
-338,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
-339,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
-340,318,Battery manufacturing,$0.00,$0.00,0.00%
-341,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
-342,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
-343,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
-344,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
-345,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
-346,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
-347,357,Mattress manufacturing,$0.00,$0.00,0.00%
-348,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
-349,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
-350,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
-351,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
-352,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
-353,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
-354,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
-355,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
-356,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
-357,8,Cotton farming,$0.00,$0.00,0.00%
-358,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
-359,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
-360,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
-361,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
-362,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
-363,141,Stationery product manufacturing,$0.00,$0.00,0.00%
-364,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
-365,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
-366,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
-367,412,Sound recording industries,$0.00,$0.00,0.00%
-368,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
-369,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
-370,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
-371,91,Tortilla manufacturing,$0.00,$0.00,0.00%
-372,191,Flat glass manufacturing,$0.00,$0.00,0.00%
-373,200,Lime manufacturing,$0.00,$0.00,0.00%
-374,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
-375,237,Hardware manufacturing,$0.00,$0.00,0.00%
-376,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-377,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
-378,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
-379,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
-380,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
-381,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
-382,61,Rice milling,$0.00,$0.00,0.00%
-383,117,Apparel knitting mills,$0.00,$0.00,0.00%
-384,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
-385,138,Paperboard mills,$0.00,$0.00,0.00%
-386,98,All other food manufacturing,$0.00,$0.00,0.00%
-387,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
-388,268,Machine tool manufacturing,$0.00,$0.00,0.00%
-389,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
-390,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
-391,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
-392,17,Commercial fishing,$0.00,$0.00,0.00%
-393,241,Metal heat treating,$0.00,$0.00,0.00%
-394,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
-395,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
-396,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
-397,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
-398,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
-399,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
-400,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
-401,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
-402,111,Fabric coating mills,$0.00,$0.00,0.00%
-403,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
-404,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
-405,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
-406,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
-407,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
-408,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
-409,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
-410,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
-411,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
-412,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-413,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
-414,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
-415,63,Wet corn milling,$0.00,$0.00,0.00%
-416,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
-417,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
-418,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
-419,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
-420,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
-421,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
-422,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
-423,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
-424,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
-425,168,Adhesive manufacturing,$0.00,$0.00,0.00%
-426,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
-427,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
-428,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
-429,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
-430,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
-431,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
-432,409,Greeting card publishing,$0.00,$0.00,0.00%
-433,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
-434,511,State government passenger transit,$0.00,$0.00,0.00%
-435,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
-436,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-437,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
-438,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
-439,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
-440,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
-441,321,Wiring device manufacturing,$0.00,$0.00,0.00%
-442,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
-443,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
-444,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
-445,23,Iron ore mining,$0.00,$0.00,0.00%
-446,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
-447,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
-448,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
-449,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
-450,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
-451,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
-452,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
-453,60,Flour milling,$0.00,$0.00,0.00%
-454,77,Cheese manufacturing,$0.00,$0.00,0.00%
-455,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
-456,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
-457,145,Support activities for printing,$0.00,$0.00,0.00%
-458,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
-459,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
-460,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
-461,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
-462,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
-463,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
-464,7,Tobacco farming,$0.00,$0.00,0.00%
-465,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-466,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
-467,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
-468,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
-469,219,Ferrous metal foundries,$0.00,$0.00,0.00%
-470,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
-471,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
-472,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
-473,186,Tire manufacturing,$0.00,$0.00,0.00%
-474,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
-475,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
-476,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
-477,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
-478,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
-479,112,Carpet and rug mills,$0.00,$0.00,0.00%
-480,83,Poultry processing,$0.00,$0.00,0.00%
-481,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
-482,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
-483,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
-484,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
-485,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
-486,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
-487,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
-488,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
-489,161,Fertilizer mixing,$0.00,$0.00,0.00%
-490,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
-491,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
-492,328,Motor home manufacturing,$0.00,$0.00,0.00%
-493,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
-494,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
-495,5,Tree nut farming,$0.00,$0.00,0.00%
-496,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
-497,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
-498,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
-499,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
-500,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
-501,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
-502,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
-503,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+332,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+333,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+334,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+335,193,Glass container manufacturing,$0.00,$0.00,0.00%
+336,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+337,137,Paper mills,$0.00,$0.00,0.00%
+338,237,Hardware manufacturing,$0.00,$0.00,0.00%
+339,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+340,200,Lime manufacturing,$0.00,$0.00,0.00%
+341,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+342,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+343,357,Mattress manufacturing,$0.00,$0.00,0.00%
+344,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+345,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+346,98,All other food manufacturing,$0.00,$0.00,0.00%
+347,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+348,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+349,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+350,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+351,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+352,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+353,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+354,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+355,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+356,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+357,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+358,60,Flour milling,$0.00,$0.00,0.00%
+359,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+360,23,Iron ore mining,$0.00,$0.00,0.00%
+361,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+362,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+363,117,Apparel knitting mills,$0.00,$0.00,0.00%
+364,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+365,138,Paperboard mills,$0.00,$0.00,0.00%
+366,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+367,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+368,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+369,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+370,17,Commercial fishing,$0.00,$0.00,0.00%
+371,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+372,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+373,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+374,61,Rice milling,$0.00,$0.00,0.00%
+375,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+376,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+377,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+378,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+379,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+380,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+381,511,State government passenger transit,$0.00,$0.00,0.00%
+382,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+383,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+384,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+385,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+386,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+387,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+388,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+389,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+390,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+391,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+392,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+393,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+394,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+395,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+396,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+397,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+398,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+399,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+400,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+401,412,Sound recording industries,$0.00,$0.00,0.00%
+402,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+403,111,Fabric coating mills,$0.00,$0.00,0.00%
+404,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+405,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+406,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+407,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+408,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+409,145,Support activities for printing,$0.00,$0.00,0.00%
+410,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+411,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+412,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+413,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+414,8,Cotton farming,$0.00,$0.00,0.00%
+415,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+416,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+417,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+418,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+419,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+420,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+421,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+422,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+423,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+424,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+425,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+426,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+427,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+428,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+429,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+430,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+431,5,Tree nut farming,$0.00,$0.00,0.00%
+432,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+433,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+434,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+435,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+436,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+437,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+438,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+439,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+440,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+441,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+442,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+443,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+444,63,Wet corn milling,$0.00,$0.00,0.00%
+445,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+446,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+447,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+448,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+449,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+450,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+451,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+452,241,Metal heat treating,$0.00,$0.00,0.00%
+453,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+454,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+455,328,Motor home manufacturing,$0.00,$0.00,0.00%
+456,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+457,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+458,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+459,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+460,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+461,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+462,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+463,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+464,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+465,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+466,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+467,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+468,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+469,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+470,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+471,186,Tire manufacturing,$0.00,$0.00,0.00%
+472,7,Tobacco farming,$0.00,$0.00,0.00%
+473,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+474,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+475,112,Carpet and rug mills,$0.00,$0.00,0.00%
+476,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+477,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+478,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+479,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+480,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+481,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+482,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+483,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+484,83,Poultry processing,$0.00,$0.00,0.00%
+485,409,Greeting card publishing,$0.00,$0.00,0.00%
+486,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+487,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+488,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+489,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+490,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+491,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+492,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+493,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+494,161,Fertilizer mixing,$0.00,$0.00,0.00%
+495,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+496,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+497,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+498,318,Battery manufacturing,$0.00,$0.00,0.00%
+499,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+500,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+501,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+502,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+503,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
 504,210,Steel wire drawing,$0.00,$0.00,0.00%
-505,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
-506,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
-507,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
-508,75,Canned specialties,$0.00,$0.00,0.00%
+505,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+506,75,Canned specialties,$0.00,$0.00,0.00%
+507,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+508,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
 509,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
-510,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
-511,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
-512,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
-513,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
-514,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
-515,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
-516,41,Electric power generation - All other,$0.00,$0.00,0.00%
-517,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
-518,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
-519,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
-520,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
-521,343,Ship building and repairing,$0.00,$0.00,0.00%
-522,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
-523,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
-524,512,State government electric utilities,$0.00,$0.00,0.00%
-525,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+510,41,Electric power generation - All other,$0.00,$0.00,0.00%
+511,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+512,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+513,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+514,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+515,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+516,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+517,77,Cheese manufacturing,$0.00,$0.00,0.00%
+518,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+519,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+520,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+521,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+522,344,Boat building,$0.00,$0.00,0.00%
+523,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+524,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+525,343,Ship building and repairing,$0.00,$0.00,0.00%
 526,136,Pulp mills,$0.00,$0.00,0.00%
-527,344,Boat building,$0.00,$0.00,0.00%
+527,512,State government electric utilities,$0.00,$0.00,0.00%
 528,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2032/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2032/occupation_impacts_table.csv
index f7a6bad..f7dc1c4 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2032/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2032/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,133.65,127.60,"$22,532,642.99","$4,199,547.91","$26,732,190.90","298,265.78"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",31.90,30.70,"$5,741,901.12","$1,104,268.84","$6,846,169.95","69,108.56"
-11-3000,Operations Specialties Managers,81.31,79.02,"$14,268,899.69","$2,778,125.32","$17,047,025.01","175,697.09"
-11-9000,Other Management Occupations,171.74,165.06,"$21,401,468.82","$3,852,828.91","$25,254,297.73","371,455.78"
-13-1000,Business Operations Specialists,288.78,278.85,"$29,109,211.23","$5,368,490.62","$34,477,701.85","583,283.84"
-13-2000,Financial Specialists,69.02,66.71,"$7,229,935.29","$1,309,472.29","$8,539,407.58","138,385.34"
-15-1200,Computer Occupations,61.90,59.86,"$7,862,035.17","$1,470,659.02","$9,332,694.19","123,747.82"
-15-2000,Mathematical Science Occupations,4.20,4.05,"$552,157.66","$99,601.75","$651,759.42","8,332.43"
-17-1000,"Architects, Surveyors, and Cartographers",5.69,5.49,"$514,120.18","$88,408.18","$602,528.36","11,570.67"
-17-2000,Engineers,148.46,145.20,"$17,248,338.99","$3,486,672.75","$20,735,011.74","310,571.68"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",46.47,45.49,"$3,951,247.31","$802,092.78","$4,753,340.09","92,288.47"
-19-1000,Life Scientists,1.34,1.26,"$127,828.91","$21,934.74","$149,763.65","2,637.91"
-19-2000,Physical Scientists,1.77,1.72,"$224,197.95","$44,339.75","$268,537.70","3,566.92"
-19-3000,Social Scientists and Related Workers,0.90,0.83,"$84,250.38","$15,365.54","$99,615.92","1,641.80"
-19-4000,"Life, Physical, and Social Science Technicians",2.63,2.54,"$201,300.62","$39,624.91","$240,925.52","4,857.91"
-19-5000,Occupational Health and Safety Specialists and Technicians,13.05,12.65,"$1,203,469.58","$225,025.07","$1,428,494.65","26,504.32"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",12.61,11.28,"$614,527.63","$116,109.68","$730,637.31","21,901.24"
-21-2000,Religious Workers,4.10,3.55,"$173,784.91","$25,255.58","$199,040.49","8,098.17"
-23-1000,"Lawyers, Judges, and Related Workers",7.26,6.96,"$1,297,849.83","$224,705.34","$1,522,555.17","15,495.82"
-23-2000,Legal Support Workers,4.41,4.21,"$254,538.89","$43,572.09","$298,110.98","7,935.66"
-25-1000,Postsecondary Teachers,2.07,1.88,"$134,604.54","$29,969.40","$164,573.94","3,097.60"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",7.33,6.44,"$279,699.09","$53,042.41","$332,741.50","12,440.85"
-25-3000,Other Teachers and Instructors,5.70,5.10,"$210,495.25","$41,811.41","$252,306.66","7,257.43"
-25-4000,"Librarians, Curators, and Archivists",0.31,0.27,"$15,391.54","$2,625.66","$18,017.20",512.59
-25-9000,Other Educational Instruction and Library Occupations,4.05,3.59,"$145,323.67","$27,452.59","$172,776.26","5,686.95"
-27-1000,Art and Design Workers,9.09,8.65,"$688,733.27","$124,742.38","$813,475.64","16,428.65"
-27-2000,"Entertainers and Performers, Sports and Related Workers",4.38,3.89,"$244,052.65","$42,026.10","$286,078.75","6,121.42"
-27-3000,Media and Communication Workers,7.65,7.24,"$568,709.33","$104,747.80","$673,457.13","14,165.19"
-27-4000,Media and Communication Equipment Workers,2.69,2.52,"$150,612.02","$25,566.77","$176,178.79","4,585.06"
-29-1000,Healthcare Diagnosing or Treating Practitioners,37.36,34.38,"$4,600,205.28","$898,481.10","$5,498,686.38","67,301.38"
-29-2000,Health Technologists and Technicians,19.23,17.61,"$1,074,820.55","$211,062.05","$1,285,882.60","33,828.19"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.68,0.63,"$46,775.44","$8,870.94","$55,646.38","1,270.48"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",35.67,31.82,"$1,046,755.01","$203,914.02","$1,250,669.03","55,897.44"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,1.36,1.24,"$59,264.43","$11,788.28","$71,052.71","2,027.74"
-31-9000,Other Healthcare Support Occupations,14.36,13.13,"$560,491.79","$106,398.01","$666,889.81","23,200.04"
-33-1000,Supervisors of Protective Service Workers,1.13,1.03,"$86,656.88","$15,936.83","$102,593.70","2,391.67"
-33-2000,Firefighting and Prevention Workers,1.25,1.15,"$44,917.02","$7,782.85","$52,699.86","3,143.71"
-33-3000,Law Enforcement Workers,0.18,0.16,"$11,048.25","$2,674.06","$13,722.31",395.22
-33-9000,Other Protective Service Workers,20.78,19.05,"$1,078,843.38","$191,162.88","$1,270,006.26","33,970.62"
-35-1000,Supervisors of Food Preparation and Serving Workers,17.93,14.30,"$814,858.52","$115,504.35","$930,362.88","29,892.22"
-35-2000,Cooks and Food Preparation Workers,45.79,36.94,"$1,254,669.75","$183,108.32","$1,437,778.07","62,016.07"
-35-3000,Food and Beverage Serving Workers,94.78,75.60,"$2,205,965.46","$308,729.08","$2,514,694.54","103,048.65"
-35-9000,Other Food Preparation and Serving Related Workers,19.54,15.60,"$406,662.22","$57,121.88","$463,784.10","19,228.68"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,2.60,2.38,"$127,944.15","$22,772.34","$150,716.49","5,230.55"
-37-2000,Building Cleaning and Pest Control Workers,36.93,34.14,"$1,287,641.01","$242,343.51","$1,529,984.52","58,818.52"
-37-3000,Grounds Maintenance Workers,12.10,11.12,"$488,050.99","$86,078.71","$574,129.70","20,582.66"
-39-1000,Supervisors of Personal Care and Service Workers,1.70,1.48,"$89,647.06","$18,913.46","$108,560.52","2,972.34"
-39-2000,Animal Care and Service Workers,2.46,2.16,"$59,922.46","$8,968.22","$68,890.67","3,283.57"
-39-3000,Entertainment Attendants and Related Workers,5.19,4.46,"$134,930.71","$29,760.53","$164,691.24","5,884.00"
-39-4000,Funeral Service Workers,0.41,0.36,"$13,509.68","$1,941.87","$15,451.55",635.68
-39-5000,Personal Appearance Workers,2.73,2.36,"$86,126.74","$12,902.31","$99,029.05","3,701.68"
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.46,0.41,"$16,336.73","$3,053.95","$19,390.68",719.13
-39-7000,Tour and Travel Guides,1.92,1.77,"$104,973.84","$18,909.88","$123,883.72","2,078.92"
-39-9000,Other Personal Care and Service Workers,10.55,9.14,"$237,961.71","$42,896.03","$280,857.75","12,248.10"
-41-1000,Supervisors of Sales Workers,22.17,20.05,"$1,655,230.35","$334,409.22","$1,989,639.57","43,949.47"
-41-2000,Retail Sales Workers,113.73,99.99,"$3,703,037.13","$769,220.09","$4,472,257.22","158,901.26"
-41-3000,"Sales Representatives, Services",30.98,29.53,"$2,624,611.22","$461,561.26","$3,086,172.48","61,839.72"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",76.85,74.84,"$7,613,985.07","$1,431,117.37","$9,045,102.44","162,305.75"
-41-9000,Other Sales and Related Workers,9.66,9.20,"$765,118.32","$145,499.37","$910,617.69","17,987.36"
-43-1000,Supervisors of Office and Administrative Support Workers,32.49,31.07,"$2,827,185.95","$548,190.96","$3,375,376.91","64,117.43"
-43-2000,Communications Equipment Operators,0.32,0.29,"$14,645.63","$2,718.01","$17,363.64",530.08
-43-3000,Financial Clerks,69.55,66.65,"$4,158,086.34","$776,002.25","$4,934,088.59","123,947.63"
-43-4000,Information and Record Clerks,75.61,71.63,"$4,072,988.41","$774,761.76","$4,847,750.18","127,337.16"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",91.60,87.36,"$6,020,750.01","$1,427,429.76","$7,448,179.77","176,293.85"
-43-6000,Secretaries and Administrative Assistants,65.79,62.74,"$3,726,185.38","$686,947.19","$4,413,132.57","116,613.73"
-43-9000,Other Office and Administrative Support Workers,85.41,81.66,"$4,115,644.04","$761,562.11","$4,877,206.15","139,276.31"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.12,0.11,"$9,256.76","$1,850.80","$11,107.56",254.98
-45-2000,Agricultural Workers,1.58,1.45,"$81,066.75","$15,774.09","$96,840.84","2,795.15"
-45-3000,Fishing and Hunting Workers,0.00,0.00,$60.86,$16.20,$77.06,3.27
-45-4000,"Forest, Conservation, and Logging Workers",0.15,0.13,"$7,854.73","$1,954.97","$9,809.70",308.03
-47-1000,Supervisors of Construction and Extraction Workers,168.75,163.28,"$14,077,153.28","$2,483,244.04","$16,560,397.32","363,787.08"
-47-2000,Construction Trades Workers,558.65,540.93,"$34,769,219.98","$6,194,264.75","$40,963,484.73","1,059,706.15"
-47-3000,"Helpers, Construction Trades",11.92,11.52,"$489,615.45","$85,306.61","$574,922.06","19,484.83"
-47-4000,Other Construction and Related Workers,9.86,9.56,"$802,105.17","$153,749.60","$955,854.77","19,540.19"
-47-5000,Extraction Workers,20.23,19.89,"$1,401,017.10","$318,180.16","$1,719,197.27","48,436.00"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",22.71,21.59,"$2,333,180.16","$463,737.23","$2,796,917.39","50,218.34"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",9.43,8.93,"$718,999.13","$143,431.77","$862,430.90","19,835.38"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",63.51,58.00,"$4,136,892.67","$775,960.32","$4,912,852.99","126,675.11"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",133.29,128.82,"$10,067,603.26","$1,990,500.95","$12,058,104.20","273,898.19"
-51-1000,Supervisors of Production Workers,75.73,74.32,"$7,772,447.99","$1,587,429.21","$9,359,877.20","167,592.89"
-51-2000,Assemblers and Fabricators,320.01,314.43,"$20,304,087.36","$4,205,169.87","$24,509,257.23","623,987.98"
-51-3000,Food Processing Workers,3.78,3.25,"$145,441.50","$32,275.11","$177,716.61","6,312.40"
-51-4000,Metal Workers and Plastic Workers,376.26,369.44,"$26,873,758.64","$5,432,402.10","$32,306,160.74","771,340.78"
-51-5100,Printing Workers,1.43,1.38,"$85,219.90","$16,114.64","$101,334.54","2,659.12"
-51-6000,"Textile, Apparel, and Furnishings Workers",3.40,3.13,"$140,733.02","$25,331.53","$166,064.55","5,803.51"
-51-7000,Woodworkers,2.90,2.82,"$162,514.29","$31,332.08","$193,846.37","5,594.81"
-51-8000,Plant and System Operators,3.95,3.87,"$356,925.80","$100,552.83","$457,478.63","8,346.95"
-51-9000,Other Production Occupations,169.37,165.82,"$11,275,042.61","$2,301,344.60","$13,576,387.21","330,444.46"
-53-1000,Supervisors of Transportation and Material Moving Workers,14.59,13.86,"$1,228,837.34","$247,965.93","$1,476,803.27","30,984.49"
-53-2000,Air Transportation Workers,2.05,1.93,"$273,298.53","$62,631.79","$335,930.32","3,802.35"
-53-3000,Motor Vehicle Operators,105.43,99.19,"$6,927,809.94","$1,527,287.19","$8,455,097.12","213,232.33"
-53-4000,Rail Transportation Workers,1.55,1.46,"$145,454.60","$42,978.24","$188,432.84","3,702.25"
-53-5000,Water Transportation Workers,2.90,2.72,"$286,615.77","$52,368.87","$338,984.64","6,818.62"
-53-6000,Other Transportation Workers,5.42,4.79,"$203,294.35","$38,772.21","$242,066.56","8,337.62"
-53-7000,Material Moving Workers,189.12,180.46,"$9,725,727.61","$1,906,822.44","$11,632,550.05","321,549.79"
+11-1000,Top Executives,137.36,131.11,"$23,168,511.84","$4,326,448.28","$27,494,960.11","306,567.91"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",32.48,31.25,"$5,856,193.72","$1,123,856.44","$6,980,050.16","70,349.61"
+11-3000,Operations Specialties Managers,84.28,81.91,"$14,764,867.58","$2,880,110.41","$17,644,977.99","182,107.23"
+11-9000,Other Management Occupations,174.17,167.37,"$21,749,215.42","$3,924,371.04","$25,673,586.46","376,643.71"
+13-1000,Business Operations Specialists,293.08,282.96,"$29,557,665.27","$5,453,813.40","$35,011,478.67","591,790.81"
+13-2000,Financial Specialists,71.14,68.76,"$7,474,960.23","$1,352,507.97","$8,827,468.20","142,623.12"
+15-1200,Computer Occupations,63.21,61.12,"$8,053,148.20","$1,502,919.88","$9,556,068.08","126,355.42"
+15-2000,Mathematical Science Occupations,4.34,4.19,"$573,726.99","$103,284.56","$677,011.55","8,613.48"
+17-1000,"Architects, Surveyors, and Cartographers",6.27,6.06,"$560,611.62","$98,339.41","$658,951.04","12,774.89"
+17-2000,Engineers,151.61,148.28,"$17,589,144.10","$3,561,170.51","$21,150,314.61","317,545.00"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",46.74,45.76,"$3,973,425.22","$806,296.10","$4,779,721.31","92,834.41"
+19-1000,Life Scientists,1.40,1.32,"$134,450.11","$23,098.70","$157,548.81","2,763.81"
+19-2000,Physical Scientists,1.84,1.78,"$232,890.50","$46,111.92","$279,002.42","3,706.05"
+19-3000,Social Scientists and Related Workers,0.94,0.87,"$88,636.11","$16,158.39","$104,794.50","1,722.06"
+19-4000,"Life, Physical, and Social Science Technicians",2.85,2.75,"$216,932.13","$43,094.34","$260,026.47","5,293.93"
+19-5000,Occupational Health and Safety Specialists and Technicians,13.77,13.36,"$1,271,345.41","$240,537.29","$1,511,882.70","27,997.25"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",13.21,11.81,"$644,268.20","$121,715.64","$765,983.84","22,944.30"
+21-2000,Religious Workers,4.29,3.72,"$182,143.29","$26,471.08","$208,614.37","8,486.26"
+23-1000,"Lawyers, Judges, and Related Workers",7.60,7.29,"$1,358,534.56","$234,954.53","$1,593,489.09","16,231.16"
+23-2000,Legal Support Workers,4.64,4.43,"$267,674.96","$45,786.86","$313,461.83","8,349.29"
+25-1000,Postsecondary Teachers,2.17,1.97,"$141,027.55","$31,400.63","$172,428.19","3,245.58"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",7.67,6.74,"$293,021.33","$55,570.80","$348,592.13","13,033.70"
+25-3000,Other Teachers and Instructors,5.94,5.31,"$219,424.86","$43,613.99","$263,038.85","7,557.82"
+25-4000,"Librarians, Curators, and Archivists",0.33,0.28,"$16,137.03","$2,752.04","$18,889.07",536.86
+25-9000,Other Educational Instruction and Library Occupations,4.24,3.75,"$151,971.01","$28,713.09","$180,684.10","5,948.19"
+27-1000,Art and Design Workers,9.30,8.85,"$705,746.36","$127,579.25","$833,325.61","16,804.67"
+27-2000,"Entertainers and Performers, Sports and Related Workers",4.58,4.07,"$255,208.03","$43,934.06","$299,142.08","6,389.97"
+27-3000,Media and Communication Workers,7.88,7.46,"$585,945.88","$107,748.08","$693,693.96","14,588.37"
+27-4000,Media and Communication Equipment Workers,2.84,2.65,"$160,558.20","$27,150.12","$187,708.32","4,844.65"
+29-1000,Healthcare Diagnosing or Treating Practitioners,39.06,35.95,"$4,812,795.69","$940,126.30","$5,752,921.99","70,380.91"
+29-2000,Health Technologists and Technicians,20.12,18.42,"$1,124,605.27","$220,874.47","$1,345,479.73","35,390.49"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.71,0.66,"$49,096.65","$9,310.12","$58,406.77","1,331.24"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",37.31,33.29,"$1,094,420.15","$213,243.96","$1,307,664.11","58,471.75"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,1.42,1.30,"$62,063.54","$12,345.46","$74,409.00","2,123.32"
+31-9000,Other Healthcare Support Occupations,15.03,13.74,"$586,631.02","$111,367.26","$697,998.28","24,282.83"
+33-1000,Supervisors of Protective Service Workers,1.16,1.06,"$89,663.45","$16,508.07","$106,171.52","2,445.43"
+33-2000,Firefighting and Prevention Workers,1.26,1.16,"$45,476.81","$7,884.59","$53,361.39","3,179.33"
+33-3000,Law Enforcement Workers,0.18,0.17,"$11,633.96","$2,859.49","$14,493.45",407.63
+33-9000,Other Protective Service Workers,21.50,19.71,"$1,119,737.30","$198,747.15","$1,318,484.45","35,177.30"
+35-1000,Supervisors of Food Preparation and Serving Workers,18.75,14.96,"$852,585.50","$120,883.19","$973,468.69","31,267.78"
+35-2000,Cooks and Food Preparation Workers,47.83,38.57,"$1,311,027.98","$191,330.96","$1,502,358.94","64,755.05"
+35-3000,Food and Beverage Serving Workers,99.11,79.06,"$2,306,856.42","$322,861.78","$2,629,718.20","107,753.99"
+35-9000,Other Food Preparation and Serving Related Workers,20.43,16.31,"$425,301.08","$59,733.49","$485,034.57","20,106.31"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,2.77,2.53,"$135,766.27","$24,147.64","$159,913.90","5,555.45"
+37-2000,Building Cleaning and Pest Control Workers,38.73,35.79,"$1,346,239.61","$253,630.80","$1,599,870.42","61,669.63"
+37-3000,Grounds Maintenance Workers,12.77,11.73,"$515,384.15","$90,841.47","$606,225.62","21,728.92"
+39-1000,Supervisors of Personal Care and Service Workers,1.78,1.55,"$93,957.65","$19,793.54","$113,751.19","3,113.84"
+39-2000,Animal Care and Service Workers,2.57,2.26,"$62,790.92","$9,398.47","$72,189.39","3,440.55"
+39-3000,Entertainment Attendants and Related Workers,5.43,4.66,"$141,313.75","$31,113.79","$172,427.54","6,155.66"
+39-4000,Funeral Service Workers,0.43,0.37,"$14,139.77","$2,032.11","$16,171.87",665.40
+39-5000,Personal Appearance Workers,2.86,2.48,"$90,199.05","$13,511.90","$103,710.95","3,877.42"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.48,0.43,"$16,961.39","$3,170.66","$20,132.06",747.03
+39-7000,Tour and Travel Guides,2.03,1.87,"$111,081.86","$20,009.62","$131,091.48","2,198.55"
+39-9000,Other Personal Care and Service Workers,11.05,9.57,"$249,198.78","$44,919.00","$294,117.78","12,824.41"
+41-1000,Supervisors of Sales Workers,23.04,20.82,"$1,714,404.94","$346,113.50","$2,060,518.43","45,656.96"
+41-2000,Retail Sales Workers,118.62,104.29,"$3,861,671.93","$801,819.95","$4,663,491.88","165,660.66"
+41-3000,"Sales Representatives, Services",32.07,30.57,"$2,725,979.36","$478,754.55","$3,204,733.91","64,012.57"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",78.26,76.21,"$7,759,535.95","$1,455,273.04","$9,214,808.98","165,314.93"
+41-9000,Other Sales and Related Workers,9.89,9.42,"$780,789.30","$148,147.15","$928,936.46","18,395.18"
+43-1000,Supervisors of Office and Administrative Support Workers,33.40,31.93,"$2,901,113.41","$562,874.48","$3,463,987.89","65,914.02"
+43-2000,Communications Equipment Operators,0.33,0.30,"$15,236.06","$2,827.54","$18,063.60",551.23
+43-3000,Financial Clerks,71.43,68.43,"$4,266,469.75","$796,640.08","$5,063,109.84","127,305.48"
+43-4000,Information and Record Clerks,77.97,73.84,"$4,193,435.87","$796,585.96","$4,990,021.84","131,302.06"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",93.49,89.11,"$6,138,996.76","$1,461,182.75","$7,600,179.52","179,962.69"
+43-6000,Secretaries and Administrative Assistants,67.44,64.30,"$3,815,300.88","$703,725.32","$4,519,026.21","119,526.38"
+43-9000,Other Office and Administrative Support Workers,87.64,83.78,"$4,213,760.56","$780,686.85","$4,994,447.41","142,937.97"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.13,0.12,"$10,088.86","$2,041.65","$12,130.51",277.87
+45-2000,Agricultural Workers,1.67,1.53,"$85,845.34","$16,676.98","$102,522.32","2,952.32"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$63.74,$16.96,$80.71,3.42
+45-4000,"Forest, Conservation, and Logging Workers",0.18,0.16,"$9,506.09","$2,467.07","$11,973.16",373.02
+47-1000,Supervisors of Construction and Extraction Workers,177.43,171.81,"$15,033,482.35","$2,702,715.30","$17,736,197.65","383,006.44"
+47-2000,Construction Trades Workers,577.63,559.57,"$36,143,451.52","$6,507,397.15","$42,650,848.67","1,099,470.84"
+47-3000,"Helpers, Construction Trades",11.96,11.56,"$491,339.75","$85,608.77","$576,948.52","19,551.31"
+47-4000,Other Construction and Related Workers,10.19,9.88,"$827,085.02","$159,558.78","$986,643.80","20,243.83"
+47-5000,Extraction Workers,52.42,51.57,"$3,617,296.30","$832,058.09","$4,449,354.40","124,215.13"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",25.92,24.73,"$2,705,511.36","$548,600.63","$3,254,111.99","57,482.09"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",9.78,9.27,"$751,262.74","$150,474.87","$901,737.61","20,597.66"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",70.54,64.77,"$4,652,278.34","$887,785.90","$5,540,064.24","141,729.09"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",143.48,138.76,"$10,794,408.56","$2,154,686.79","$12,949,095.35","295,290.77"
+51-1000,Supervisors of Production Workers,76.42,74.99,"$7,846,903.86","$1,604,722.40","$9,451,626.27","169,123.69"
+51-2000,Assemblers and Fabricators,320.36,314.76,"$20,323,035.40","$4,208,465.45","$24,531,500.85","624,646.59"
+51-3000,Food Processing Workers,3.95,3.39,"$151,889.12","$33,744.80","$185,633.92","6,589.01"
+51-4000,Metal Workers and Plastic Workers,377.90,371.05,"$26,999,367.47","$5,460,709.42","$32,460,076.89","774,750.18"
+51-5100,Printing Workers,1.46,1.40,"$86,577.16","$16,343.93","$102,921.10","2,712.33"
+51-6000,"Textile, Apparel, and Furnishings Workers",3.53,3.25,"$146,072.49","$26,229.96","$172,302.45","6,025.27"
+51-7000,Woodworkers,2.93,2.84,"$163,641.27","$31,526.67","$195,167.94","5,636.55"
+51-8000,Plant and System Operators,4.53,4.44,"$406,175.41","$113,700.35","$519,875.76","9,595.39"
+51-9000,Other Production Occupations,171.81,168.20,"$11,441,725.76","$2,339,157.56","$13,780,883.31","335,313.92"
+53-1000,Supervisors of Transportation and Material Moving Workers,15.59,14.83,"$1,327,465.26","$270,063.36","$1,597,528.63","33,147.86"
+53-2000,Air Transportation Workers,2.14,2.01,"$285,187.51","$65,334.30","$350,521.80","3,964.27"
+53-3000,Motor Vehicle Operators,111.25,104.75,"$7,305,398.80","$1,612,603.07","$8,918,001.87","225,208.46"
+53-4000,Rail Transportation Workers,2.11,1.99,"$196,469.92","$58,066.37","$254,536.30","5,048.29"
+53-5000,Water Transportation Workers,3.08,2.88,"$303,952.34","$55,516.20","$359,468.54","7,228.21"
+53-6000,Other Transportation Workers,5.65,5.00,"$213,136.27","$40,757.69","$253,893.96","8,696.92"
+53-7000,Material Moving Workers,198.87,189.86,"$10,271,880.40","$2,026,855.55","$12,298,735.95","339,341.70"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2032/tax_results.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2032/tax_results.csv
index d01fafc..8fc9fa5 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2032/tax_results.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2032/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$336,440.46","$2,804,522.47","$2,018,184.81","$12,433,047.65","$77,699,658.73","$95,291,854.12"
-2 - Indirect,"$235,845.39","$1,941,196.87","$1,369,947.49","$6,662,102.75","$17,855,135.67","$28,064,228.17"
-3 - Induced,"$300,435.56","$2,466,594.94","$1,733,882.22","$7,985,415.23","$14,058,780.51","$26,545,108.45"
-,"$872,721.41","$7,212,314.28","$5,122,014.52","$27,080,565.62","$109,613,574.92","$149,901,190.74"
+1 - Direct,"$513,234.68","$4,253,156.30","$3,033,332.09","$16,891,173.20","$81,252,209.08","$105,943,105.35"
+2 - Indirect,"$258,373.19","$2,126,238.16","$1,500,116.92","$7,267,824.58","$19,022,149.20","$30,174,702.06"
+3 - Induced,"$314,742.01","$2,584,051.97","$1,816,448.27","$8,365,684.03","$14,728,421.63","$27,809,347.91"
+,"$1,086,349.88","$8,963,446.43","$6,349,897.28","$32,524,681.81","$115,002,779.91","$163,927,155.31"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 935f0b0..95c7ac7 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2032/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,697,776.25"
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,622.87"
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,736,821.52"
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,699,795.22"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,914,242.14"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,906,799.02"
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00"
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,213.02"
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.24"
-7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,929.01"
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.65"
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,413.85"
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,515,407.43"
-11,224,Nonferrous forging,"$17,187,170.89","$604,131.83"
-12,460,Other support services,"$116,743,407.01","$4,081,785.97"
-13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,598,010.29"
-14,223,Iron and steel forging,"$52,274,449.17","$1,754,076.29"
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,723,415.91"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,214.50"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.81"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,937.50"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,586.01"
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,935.52"
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,764,494.56"
+11,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$34,443,728.17"
+12,460,Other support services,"$116,743,407.01","$4,125,593.25"
+13,224,Nonferrous forging,"$17,187,170.89","$604,325.05"
+14,223,Iron and steel forging,"$52,274,449.17","$1,754,623.51"
+15,21,Coal mining,"$2,911,704,202.57","$95,890,395.74"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2033/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2033/economic_indicators_by_impact.csv
index e79cba0..e521914 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2033/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2033/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"3,851.89","$336,714,578.22","$465,773,265.40","$1,296,216,255.86"
-2 - Indirect,"1,141.85","$73,054,471.59","$124,227,330.12","$262,563,243.45"
-3 - Induced,"1,173.48","$53,824,349.73","$121,390,205.79","$216,781,666.91"
-,"6,167.23","$463,593,399.55","$711,390,801.30","$1,775,561,166.22"
+1 - Direct,"3,940.16","$353,312,015.95","$511,422,512.25","$1,373,406,255.86"
+2 - Indirect,"1,222.48","$78,738,650.97","$135,939,696.23","$287,294,438.60"
+3 - Induced,"1,244.16","$57,062,326.20","$128,691,423.65","$229,828,648.19"
+,"6,406.80","$489,112,993.12","$776,053,632.12","$1,890,529,342.66"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 26e7b0c..c6ef489 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2033/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,698,039.57",6828.18%
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,704.38",309.17%
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,758,974.14",149.67%
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,700,578.63",6828.23%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,914,483.25",309.17%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,972,736.36",149.85%
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00",76.24%
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,213.28",66.19%
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.35",63.98%
-7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,930.70",20.82%
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.90",15.95%
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,517.66",8.91%
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,560,298.41",5.45%
-11,224,Nonferrous forging,"$17,187,170.89","$604,158.71",3.52%
-12,460,Other support services,"$116,743,407.01","$4,090,965.92",3.50%
-13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,844,793.70",3.39%
-14,223,Iron and steel forging,"$52,274,449.17","$1,754,153.88",3.36%
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,745,241.25",3.26%
-16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$195,058.60",3.08%
-17,254,Construction machinery manufacturing,"$33,431,733.61","$890,680.77",2.66%
-18,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$426,408.13",2.60%
-19,129,Wood windows and door manufacturing,"$6,006,154.37","$155,312.10",2.59%
-20,457,Investigation and security services,"$59,623,127.89","$1,395,001.82",2.34%
-21,454,Employment services,"$387,522,663.46","$9,029,302.87",2.33%
-22,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$4,095.36",2.32%
-23,199,Other concrete product manufacturing,"$20,536,708.26","$435,046.51",2.12%
-24,455,Business support services,"$81,622,923.15","$1,705,173.23",2.09%
-25,453,Facilities support services,"$18,809,929.65","$382,668.86",2.03%
-26,197,Concrete block and brick manufacturing,"$4,381,689.69","$87,814.63",2.00%
-27,451,Management of companies and enterprises,"$529,170,690.74","$9,639,580.60",1.82%
-28,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$10,073,246.16",1.77%
-29,399,Truck transportation,"$1,193,488,141.88","$18,997,658.13",1.59%
-30,440,Specialized design services,"$35,933,528.26","$563,728.07",1.57%
-31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$81,799.26",1.51%
-32,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$8,200,442.38",1.47%
-33,196,Ready-mix concrete manufacturing,"$285,491,907.84","$4,127,828.44",1.45%
-34,337,Aircraft manufacturing,"$86,772,712.07","$1,228,592.88",1.42%
-35,21,Coal mining,"$2,911,704,202.57","$40,727,692.47",1.40%
-36,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,069,613.47",1.37%
-37,403,Couriers and messengers,"$213,253,723.63","$2,899,468.89",1.36%
-38,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$1,185,963.09",1.34%
-39,508,Postal service,"$125,450,187.77","$1,585,123.34",1.26%
-40,26,Stone mining and quarrying,"$31,976,061.34","$403,669.66",1.26%
-41,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$1,151,189.63",1.25%
-42,447,"Advertising, public relations, and related services","$76,206,587.86","$910,620.98",1.19%
-43,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$6,643,449.20",1.15%
-44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$2,711,393.08",1.11%
-45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$6,088,043.62",1.08%
-46,418,"Data processing, hosting, and related services","$291,048,307.59","$3,136,602.31",1.08%
-47,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$8,336,939.98",1.02%
-48,432,Automotive equipment rental and leasing,"$102,405,091.42","$1,046,472.58",1.02%
-49,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$1,578,413.23",1.02%
-50,437,Legal services,"$411,686,987.07","$4,150,396.48",1.01%
-51,413,Radio and television broadcasting,"$128,460,835.20","$1,280,029.03",1.00%
-52,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$1,119,571.45",0.99%
-53,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$3,186,153.51",0.98%
-54,498,Personal and household goods repair and maintenance,"$109,517,563.73","$1,053,159.16",0.96%
-55,452,Office administrative services,"$121,416,424.85","$1,164,458.93",0.96%
-56,448,Photographic services,"$6,946,918.71","$65,558.22",0.94%
-57,479,Commercial Sports Except Racing,"$3,476,338.42","$32,640.12",0.94%
-58,406,Periodical publishers,"$16,212,170.93","$151,196.30",0.93%
-59,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$2,423,860.17",0.92%
-60,42,Electric power transmission and distribution,"$1,117,279,919.78","$10,157,612.97",0.91%
-61,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$4,841,007.97",0.91%
-62,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$2,720,464.19",0.87%
-63,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,917,778.54",0.87%
-64,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$11,820,821.04",0.86%
-65,43,Natural gas distribution,"$226,004,592.60","$1,936,814.01",0.86%
-66,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$1,088,706.49",0.85%
-67,458,Services to buildings,"$210,863,686.06","$1,792,955.82",0.85%
-68,505,Business and professional associations,"$86,788,585.52","$736,573.41",0.85%
-69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$4,452,595.94",0.84%
-70,404,Warehousing and storage,"$190,282,196.62","$1,595,922.88",0.84%
-71,414,Cable and other subscription programming,"$23,580,404.28","$197,502.14",0.84%
-72,487,Fitness and recreational sports centers,"$47,685,531.12","$397,556.71",0.83%
-73,492,Limited-service restaurants,"$1,041,352,547.93","$8,621,672.96",0.83%
-74,509,Federal electric utilities,"$17,146,395.42","$141,669.07",0.83%
-75,431,Owner-occupied housing,"$4,444,497,247.52","$36,690,550.19",0.83%
-76,408,"Directory, mailing list, and other publishers","$4,955,701.45","$40,373.06",0.81%
-77,466,Offices of dentists,"$271,899,263.02","$2,205,630.27",0.81%
-78,472,Hospitals,"$775,130,452.97","$6,247,009.91",0.81%
-79,499,Personal care services,"$105,986,766.41","$850,815.29",0.80%
-80,390,Retail - Health and personal care stores,"$189,122,051.74","$1,509,995.97",0.80%
-81,396,Air transportation,"$185,983,832.23","$1,462,895.32",0.79%
-82,495,Car washes,"$60,896,626.31","$477,566.17",0.78%
-83,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$1,005,240.16",0.78%
-84,410,Software publishers,"$184,892,079.62","$1,449,393.69",0.78%
-85,462,Elementary and secondary schools,"$34,238,275.96","$266,899.53",0.78%
-86,491,Full-service restaurants,"$957,773,115.52","$7,437,225.18",0.78%
-87,394,Retail - General merchandise stores,"$553,647,942.57","$4,288,998.40",0.77%
-88,425,Direct life insurance carriers,"$42,208,644.52","$326,821.45",0.77%
-89,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$7,621,874.15",0.77%
-90,387,Retail - Electronics and appliance stores,"$60,211,745.28","$464,431.51",0.77%
-91,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$64,953.84",0.76%
-92,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$187,879.06",0.76%
-93,389,Retail - Food and beverage stores,"$517,469,128.57","$3,917,541.56",0.76%
-94,443,"Other computer related services, including facilities management","$44,926,337.84","$338,940.22",0.75%
-95,475,Individual and family services,"$223,584,092.68","$1,682,729.62",0.75%
-96,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,703,989.21",0.75%
-97,514,Local government passenger transit,"$2,981,749.49","$22,196.67",0.74%
-98,515,Local government electric utilities,"$7,801,045.18","$57,812.24",0.74%
-99,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,819,214.27",0.73%
-100,484,Amusement parks and arcades,"$8,147,368.71","$59,458.70",0.73%
-101,478,Performing arts companies,"$63,413,148.22","$460,474.92",0.73%
-102,461,Waste management and remediation services,"$225,632,059.53","$1,638,006.37",0.73%
-103,400,Transit and ground passenger transportation,"$87,175,571.40","$626,481.29",0.72%
-104,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$1,495,104.39",0.71%
-105,465,Offices of physicians,"$740,188,232.97","$5,142,212.67",0.69%
-106,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$33,355.51",0.69%
-107,459,Landscape and horticultural services,"$275,016,411.40","$1,900,678.60",0.69%
-108,502,Other personal services,"$178,806,274.18","$1,217,877.12",0.68%
-109,405,Newspaper publishers,"$75,385,661.65","$512,309.12",0.68%
-110,503,Religious organizations,"$135,764,739.85","$922,139.82",0.68%
-111,426,"Insurance carriers, except direct life","$545,149,698.92","$3,695,323.86",0.68%
-112,510,Other federal government enterprises,"$1,867,051.07","$12,645.90",0.68%
-113,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$18,959.27",0.67%
-114,506,Labor and civic organizations,"$105,944,986.89","$702,213.65",0.66%
-115,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$748,854.74",0.66%
-116,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$1,643,577.54",0.66%
-117,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$4,398,257.72",0.66%
-118,507,Private households,"$17,924,890.71","$117,470.68",0.66%
-119,44,"Water, sewage and other systems","$21,303,485.72","$137,495.51",0.65%
-120,221,Custom roll forming,"$23,817,580.17","$153,139.99",0.64%
-121,473,Nursing and community care facilities,"$273,693,670.49","$1,750,769.68",0.64%
-122,481,"Independent artists, writers, and performers","$137,990,888.93","$870,545.81",0.63%
-123,439,"Architectural, engineering, and related services","$663,216,940.93","$4,139,371.13",0.62%
-124,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$458,064.65",0.62%
-125,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$1,442,933.13",0.62%
-126,424,Other financial investment activities,"$1,738,609,271.81","$10,691,162.51",0.61%
-127,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$4,447,512.65",0.61%
-128,476,Child day care services,"$173,556,969.71","$1,051,258.71",0.61%
-129,449,Veterinary services,"$101,826,770.30","$615,884.23",0.60%
-130,464,Other educational services,"$276,105,016.01","$1,642,987.84",0.60%
-131,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$829,712.03",0.59%
-132,493,All other food and drinking places,"$603,532,483.05","$3,542,361.71",0.59%
-133,468,Outpatient care centers,"$330,858,673.33","$1,941,084.42",0.59%
-134,444,Management consulting services,"$251,198,056.46","$1,459,371.62",0.58%
-135,516,Other local government enterprises,"$776,177,579.59","$4,490,336.95",0.58%
-136,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,969,381.81",0.58%
-137,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$1,073,016.87",0.57%
-138,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$6,109,191.57",0.57%
-139,513,Other state government enterprises,"$14,156,836.55","$78,984.26",0.56%
-140,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$668,256.95",0.54%
-141,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$762,811.84",0.53%
-142,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$239,806.30",0.53%
-143,3,Vegetable and melon farming,"$6,609,930.97","$34,601.84",0.52%
-144,415,Wired telecommunications carriers,"$765,674,352.28","$3,983,486.94",0.52%
-145,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$13,533.91",0.52%
-146,104,Tobacco manufacturing,"$6,603,883.06","$34,066.06",0.52%
-147,242,Metal coating and nonprecious engraving,"$8,101,071.47","$41,571.73",0.51%
-148,429,Other real estate,"$4,970,388,101.43","$25,463,043.43",0.51%
-149,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$24,621.71",0.50%
-150,398,Water transportation,"$11,961,984.14","$58,804.44",0.49%
-151,469,Medical and diagnostic laboratories,"$105,938,912.27","$520,528.85",0.49%
-152,201,Gypsum product manufacturing,"$62,726,288.59","$298,973.68",0.48%
-153,430,Tenant-occupied housing,"$1,046,341,198.42","$4,977,033.34",0.48%
-154,411,Motion picture and video industries,"$109,931,494.98","$518,541.20",0.47%
-155,500,Death care services,"$46,286,967.10","$217,786.78",0.47%
-156,203,Cut stone and stone product manufacturing,"$1,374,172.26","$6,311.95",0.46%
-157,4,Fruit farming,"$384,884.42","$1,753.25",0.46%
-158,239,Machine shops,"$129,567,269.37","$581,306.98",0.45%
-159,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$60,709.13",0.45%
-160,195,Cement manufacturing,"$132,407,672.79","$577,644.21",0.44%
-161,229,Plate work manufacturing,"$7,212,949.34","$30,770.97",0.43%
-162,471,Other ambulatory health care services,"$103,224,782.99","$432,249.70",0.42%
-163,467,Offices of other health practitioners,"$364,689,970.79","$1,494,277.38",0.41%
-164,470,Home health care services,"$73,759,567.90","$297,841.93",0.40%
-165,391,Retail - Gasoline stores,"$487,933,166.50","$1,951,453.55",0.40%
-166,501,Dry-cleaning and laundry services,"$83,675,246.11","$330,729.77",0.40%
-167,486,Other amusement and recreation industries,"$263,123,626.14","$985,033.30",0.37%
-168,139,Paperboard container manufacturing,"$2,219,895.78","$8,170.81",0.37%
-169,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$5,323.04",0.36%
-170,407,Book publishers,"$8,704,740.33","$30,504.58",0.35%
-171,125,Wood preservation,"$25,246,163.52","$82,705.34",0.33%
-172,322,Carbon and graphite product manufacturing,"$10,049,890.88","$32,110.26",0.32%
-173,485,Gambling industries (except casino hotels),"$417,593,840.35","$1,321,674.91",0.32%
-174,37,Electric power generation - Solar,"$4,333,055.09","$13,061.08",0.30%
-175,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$5,790,444.82",0.30%
-176,38,Electric power generation - Wind,"$185,428,436.16","$558,935.03",0.30%
-177,488,Bowling centers,"$21,593,225.39","$63,159.21",0.29%
-178,480,Racing and Track Operation,"$6,801,162.46","$19,653.87",0.29%
-179,27,Sand and gravel mining,"$216,223,131.49","$617,030.79",0.29%
-180,442,Computer systems design services,"$304,936,867.78","$814,276.13",0.27%
-181,434,Video tape and disc rental,"$3,473,473.59","$8,984.41",0.26%
-182,144,Printing,"$57,542,256.23","$146,971.57",0.26%
-183,368,Sign manufacturing,"$23,533,228.46","$58,325.83",0.25%
-184,124,Sawmills,"$141,329,754.94","$335,427.63",0.24%
-185,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$9,891.31",0.23%
-186,174,Explosives manufacturing,"$52,050,877.00","$110,597.36",0.21%
-187,456,Travel arrangement and reservation services,"$498,338,395.79","$1,003,338.28",0.20%
-188,226,Handtool manufacturing,"$14,510,909.57","$29,119.37",0.20%
-189,397,Rail transportation,"$1,846,923,315.97","$3,579,499.72",0.19%
-190,220,Nonferrous metal foundries,"$16,365,994.89","$31,285.77",0.19%
-191,146,Petroleum refineries,"$6,572,475,454.77","$12,016,068.21",0.18%
-192,100,Manufactured ice,"$3,942,329.02","$6,987.59",0.18%
-193,228,Fabricated structural metal manufacturing,"$108,558,620.40","$190,542.83",0.18%
-194,490,Other accommodations,"$130,132,793.65","$225,522.34",0.17%
-195,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$19,033.94",0.17%
-196,238,Spring and wire product manufacturing,"$10,164,502.90","$17,042.63",0.17%
-197,235,Metal cans manufacturing,"$84,837,591.04","$134,168.73",0.16%
-198,16,Commercial logging,"$38,196,492.13","$56,039.25",0.15%
-199,446,Scientific research and development services,"$1,017,623,425.88","$1,468,606.14",0.14%
-200,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$18,807.31",0.14%
-201,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$122,132.71",0.14%
-202,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$15,570.52",0.14%
-203,32,Metal mining services,"$40,137,198.28","$52,194.88",0.13%
-204,445,Environmental and other technical consulting services,"$1,027,018,118.68","$1,322,414.56",0.13%
-205,441,Custom computer programming services,"$266,955,199.74","$339,424.19",0.13%
-206,175,Custom compounding of purchased resins,"$17,576,678.87","$22,056.20",0.13%
-207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$101,098.31",0.12%
-208,185,Other plastics product manufacturing,"$54,262,105.84","$56,423.47",0.10%
-209,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$89,576.22",0.10%
-210,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$6,195.86",0.10%
-211,99,Bottled and canned soft drinks and water,"$177,852,624.62","$177,116.86",0.10%
-212,132,Wood container and pallet manufacturing,"$5,150,805.78","$5,058.55",0.10%
-213,10,All other crop farming,"$163,550,998.97","$154,835.23",0.09%
-214,18,Commercial hunting and trapping,"$23,256,232.55","$21,799.90",0.09%
-215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$154,916.52",0.09%
-216,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$27,283.11",0.08%
-217,251,Other fabricated metal manufacturing,"$30,533,977.78","$21,962.86",0.07%
-218,20,Oil and gas extraction,"$4,984,035,362.50","$2,985,918.26",0.06%
-219,329,Travel trailer and camper manufacturing,"$11,059,948.62","$6,518.68",0.06%
-220,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$71,221.91",0.06%
-221,401,Pipeline transportation,"$1,611,889,849.10","$903,434.43",0.06%
-222,102,Wineries,"$2,616,541.19","$1,442.58",0.06%
-223,13,Poultry and egg production,"$69,842,214.62","$34,754.48",0.05%
-224,366,"Doll, toy, and game manufacturing","$8,851,137.40","$4,380.42",0.05%
-225,231,Sheet metal work manufacturing,"$2,174,657.13","$1,024.78",0.05%
-226,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,931.43",0.04%
-227,101,Breweries,"$54,815,146.01","$23,574.19",0.04%
-228,116,Other textile product mills,"$18,711,047.72","$7,899.80",0.04%
-229,19,Support activities for agriculture and forestry,"$44,762,204.87","$18,757.96",0.04%
-230,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$2,703.58",0.04%
-231,79,Fluid milk manufacturing,"$4,900,848.36","$1,868.89",0.04%
-232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$272.51,0.04%
-233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$13,746.68",0.04%
-234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$21,140.61",0.03%
-235,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21","$1,020.73",0.03%
-236,2,Grain farming,"$130,099,289.43","$34,364.75",0.03%
-237,364,Jewelry and silverware manufacturing,"$9,505,473.72","$2,343.24",0.02%
-238,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$120,893.70",0.02%
-239,265,Industrial mold manufacturing,"$419,356.03",$96.11,0.02%
-240,59,Other animal food manufacturing,"$23,797,093.38","$5,091.64",0.02%
-241,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$24,665.07",0.02%
-242,85,Meat processed from carcasses,"$59,683,965.53","$12,222.76",0.02%
-243,151,Petrochemical manufacturing,"$673,077,918.86","$137,297.30",0.02%
-244,370,Musical instrument manufacturing,"$937,638.70",$190.16,0.02%
-245,62,Malt manufacturing,"$10,977,359.34","$2,162.14",0.02%
-246,373,Burial casket manufacturing,"$6,137,323.55","$1,201.23",0.02%
-247,188,Other rubber product manufacturing,"$4,573,849.57",$881.09,0.02%
-248,281,Welding and soldering equipment manufacturing,"$6,471,097.46","$1,212.19",0.02%
-249,354,Custom architectural woodwork and millwork,"$78,271.86",$14.61,0.02%
-250,66,Breakfast cereal manufacturing,"$8,312,290.22","$1,529.76",0.02%
-251,93,Other snack food manufacturing,"$10,656,196.90","$1,956.10",0.02%
-252,374,All other miscellaneous manufacturing,"$25,842,264.37","$4,457.63",0.02%
-253,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94","$1,110.13",0.02%
-254,317,Relay and industrial control manufacturing,"$20,041,079.83","$3,357.22",0.02%
-255,311,Lighting fixture manufacturing,"$8,501,584.76","$1,380.66",0.02%
-256,15,"Forestry, forest products, and timber tract production","$319,991.92",$51.79,0.02%
-257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$3,451.11",0.01%
-258,320,Other communication and energy wire manufacturing,"$38,208,866.07","$5,166.58",0.01%
-259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92","$1,558.33",0.01%
-260,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$178.48,0.01%
-261,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$70,971.54",0.01%
-262,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$395.18,0.01%
-263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$9,784.46",0.01%
-264,84,"Animal, except poultry, slaughtering","$216,958,801.29","$20,973.39",0.01%
-265,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,946.36",0.01%
-266,353,Wood office furniture manufacturing,"$616,006.76",$57.07,0.01%
-267,260,All other industrial machinery manufacturing,"$303,218.25",$27.34,0.01%
-268,9,Sugarcane and sugar beet farming,"$62,280,333.14","$5,500.81",0.01%
-269,358,Blind and shade manufacturing,"$111,215.22",$9.81,0.01%
-270,94,Coffee and tea manufacturing,"$30,751,047.34","$2,639.60",0.01%
-271,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$82.88,0.01%
-272,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$13,380.59",0.01%
-273,67,Beet sugar manufacturing,"$209,970,196.03","$16,579.66",0.01%
-274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$158.10,0.01%
-275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$622.36,0.01%
-276,326,Motor vehicle body manufacturing,"$51,726,843.92","$3,532.60",0.01%
-277,97,Spice and extract manufacturing,"$12,042,344.87",$781.84,0.01%
-278,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$202.40,0.01%
-279,24,Gold ore and silver ore mining,"$40,475,210.09","$2,586.35",0.01%
-280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$59.36,0.01%
-281,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$275.43,0.01%
-282,173,Printing ink manufacturing,"$6,373,572.26",$331.68,0.01%
-283,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$9,699.37",0.01%
-284,58,Dog and cat food manufacturing,"$23,319,111.08","$1,125.55",0.00%
-285,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$46,674.71",0.00%
-286,302,Automatic environmental control manufacturing,"$4,809,195.11",$218.26,0.00%
-287,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$21,716.31",0.00%
-288,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$353.06,0.00%
-289,86,Rendering and meat byproduct processing,"$169,552.02",$7.15,0.00%
-290,118,Cut and sew apparel contractors,"$624,247.24",$26.08,0.00%
-291,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$440.01,0.00%
-292,292,Other communications equipment manufacturing,"$381,770.64",$15.54,0.00%
-293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$4,430.00",0.00%
-294,122,Footwear manufacturing,"$1,145,231.54",$39.84,0.00%
-295,247,Small arms ammunition manufacturing,"$130,897.97",$4.41,0.00%
-296,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$52,803.46",0.00%
-297,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$527.37,0.00%
-298,121,Leather and hide tanning and finishing,"$1,328,163.62",$41.12,0.00%
-299,113,Curtain and linen mills,"$612,878.58",$18.02,0.00%
-300,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$418.68,0.00%
-301,123,Other leather and allied product manufacturing,"$17,594,328.12",$506.87,0.00%
-302,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$32,251.22",0.00%
-303,12,Dairy cattle and milk production,"$62,699,899.43","$1,575.59",0.00%
-304,114,Textile bag and canvas mills,"$11,730,951.51",$285.80,0.00%
-305,103,Distilleries,"$59,042,281.71","$1,252.78",0.00%
-306,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$64.28,0.00%
-307,172,Toilet preparation manufacturing,"$51,736,916.86","$1,084.21",0.00%
-308,363,Dental laboratories,"$2,922,984.08",$58.78,0.00%
-309,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44","$1,478.33",0.00%
-310,31,Support activities for oil and gas operations,"$1,698,256,439.85","$26,381.08",0.00%
-311,1,Oilseed farming,"$938,686.11",$13.59,0.00%
-312,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$519.28,0.00%
-313,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$15.13,0.00%
-314,105,"Fiber, yarn, and thread mills","$13,455,310.58",$148.58,0.00%
-315,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$110.94,0.00%
-316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$38.16,0.00%
-317,33,Other nonmetallic minerals services,"$83,884,373.37",$755.64,0.00%
-318,109,Knit fabric mills,"$9,334,399.88",$69.66,0.00%
-319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$175.57,0.00%
-320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$104.72,0.00%
-321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$134.91,0.00%
-322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$16.89,0.00%
-323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$34.78,0.00%
-324,25,Other metal ore mining,"$65,796,499.90",$164.64,0.00%
-325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$80.48,0.00%
-326,30,Drilling oil and gas wells,"$252,242,568.28",$160.07,0.00%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,215.14",66.19%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,866.07",63.98%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,941.42",20.82%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,586.61",15.95%
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$372,177.31",8.93%
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,874,796.32",5.53%
+11,21,Coal mining,"$2,911,704,202.57","$120,483,518.13",4.14%
+12,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$35,166,578.67",3.63%
+13,460,Other support services,"$116,743,407.01","$4,146,406.11",3.55%
+14,224,Nonferrous forging,"$17,187,170.89","$604,401.87",3.52%
+15,223,Iron and steel forging,"$52,274,449.17","$1,754,842.70",3.36%
+16,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,856,209.14",3.29%
+17,134,Prefabricated wood building manufacturing,"$6,341,600.48","$195,989.50",3.09%
+18,254,Construction machinery manufacturing,"$33,431,733.61","$914,390.72",2.74%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$156,780.70",2.61%
+20,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$426,528.25",2.60%
+21,457,Investigation and security services,"$59,623,127.89","$1,423,658.00",2.39%
+22,454,Employment services,"$387,522,663.46","$9,211,303.33",2.38%
+23,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$4,098.05",2.32%
+24,455,Business support services,"$81,622,923.15","$1,777,147.85",2.18%
+25,199,Other concrete product manufacturing,"$20,536,708.26","$436,506.61",2.13%
+26,197,Concrete block and brick manufacturing,"$4,381,689.69","$90,498.25",2.07%
+27,451,Management of companies and enterprises,"$529,170,690.74","$10,870,955.46",2.05%
+28,453,Facilities support services,"$18,809,929.65","$385,667.58",2.05%
+29,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$10,282,484.31",1.81%
+30,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$9,585,238.47",1.72%
+31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$90,617.49",1.68%
+32,26,Stone mining and quarrying,"$31,976,061.34","$532,535.23",1.67%
+33,399,Truck transportation,"$1,193,488,141.88","$19,732,572.60",1.65%
+34,440,Specialized design services,"$35,933,528.26","$580,459.95",1.62%
+35,196,Ready-mix concrete manufacturing,"$285,491,907.84","$4,197,193.16",1.47%
+36,403,Couriers and messengers,"$213,253,723.63","$3,066,003.54",1.44%
+37,337,Aircraft manufacturing,"$86,772,712.07","$1,228,593.89",1.42%
+38,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$1,246,231.89",1.40%
+39,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,070,335.90",1.38%
+40,508,Postal service,"$125,450,187.77","$1,669,734.43",1.33%
+41,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$1,188,530.45",1.29%
+42,447,"Advertising, public relations, and related services","$76,206,587.86","$946,900.46",1.24%
+43,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$7,042,223.36",1.22%
+44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$2,917,538.73",1.19%
+45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$6,522,572.33",1.16%
+46,418,"Data processing, hosting, and related services","$291,048,307.59","$3,231,513.52",1.11%
+47,432,Automotive equipment rental and leasing,"$102,405,091.42","$1,108,952.84",1.08%
+48,437,Legal services,"$411,686,987.07","$4,454,391.57",1.08%
+49,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$8,781,874.03",1.08%
+50,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$1,648,504.98",1.07%
+51,498,Personal and household goods repair and maintenance,"$109,517,563.73","$1,161,220.13",1.06%
+52,413,Radio and television broadcasting,"$128,460,835.20","$1,335,273.09",1.04%
+53,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$1,169,235.57",1.03%
+54,42,Electric power transmission and distribution,"$1,117,279,919.78","$11,373,859.61",1.02%
+55,452,Office administrative services,"$121,416,424.85","$1,235,120.48",1.02%
+56,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$3,271,440.18",1.01%
+57,448,Photographic services,"$6,946,918.71","$69,242.38",1.00%
+58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$2,602,445.26",0.99%
+59,479,Commercial Sports Except Racing,"$3,476,338.42","$34,276.89",0.99%
+60,406,Periodical publishers,"$16,212,170.93","$158,462.95",0.98%
+61,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$5,104,355.31",0.96%
+62,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$2,930,365.55",0.94%
+63,458,Services to buildings,"$210,863,686.06","$1,971,506.87",0.93%
+64,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$2,058,717.52",0.93%
+65,509,Federal electric utilities,"$17,146,395.42","$158,979.71",0.93%
+66,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$12,697,593.37",0.93%
+67,505,Business and professional associations,"$86,788,585.52","$797,483.38",0.92%
+68,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$4,802,632.43",0.91%
+69,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$1,145,893.59",0.90%
+70,43,Natural gas distribution,"$226,004,592.60","$2,021,173.83",0.89%
+71,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$8,804,212.33",0.89%
+72,487,Fitness and recreational sports centers,"$47,685,531.12","$420,819.14",0.88%
+73,414,Cable and other subscription programming,"$23,580,404.28","$206,418.52",0.88%
+74,431,Owner-occupied housing,"$4,444,497,247.52","$38,902,715.48",0.88%
+75,492,Limited-service restaurants,"$1,041,352,547.93","$9,114,522.60",0.88%
+76,404,Warehousing and storage,"$190,282,196.62","$1,662,596.46",0.87%
+77,408,"Directory, mailing list, and other publishers","$4,955,701.45","$43,091.36",0.87%
+78,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$5,829,840.53",0.87%
+79,466,Offices of dentists,"$271,899,263.02","$2,337,881.70",0.86%
+80,472,Hospitals,"$775,130,452.97","$6,622,673.53",0.85%
+81,499,Personal care services,"$105,986,766.41","$901,979.31",0.85%
+82,390,Retail - Health and personal care stores,"$189,122,051.74","$1,604,644.00",0.85%
+83,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$1,072,144.08",0.84%
+84,515,Local government electric utilities,"$7,801,045.18","$64,870.00",0.83%
+85,396,Air transportation,"$185,983,832.23","$1,544,355.10",0.83%
+86,495,Car washes,"$60,896,626.31","$503,585.43",0.83%
+87,462,Elementary and secondary schools,"$34,238,275.96","$283,107.60",0.83%
+88,394,Retail - General merchandise stores,"$553,647,942.57","$4,548,946.15",0.82%
+89,425,Direct life insurance carriers,"$42,208,644.52","$346,646.78",0.82%
+90,491,Full-service restaurants,"$957,773,115.52","$7,865,673.81",0.82%
+91,387,Retail - Electronics and appliance stores,"$60,211,745.28","$494,357.38",0.82%
+92,410,Software publishers,"$184,892,079.62","$1,512,073.84",0.82%
+93,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$110,515.51",0.81%
+94,389,Retail - Food and beverage stores,"$517,469,128.57","$4,157,178.71",0.80%
+95,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,814,930.71",0.80%
+96,475,Individual and family services,"$223,584,092.68","$1,784,507.80",0.80%
+97,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$67,705.20",0.80%
+98,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$38,362.25",0.80%
+99,443,"Other computer related services, including facilities management","$44,926,337.84","$354,021.73",0.79%
+100,514,Local government passenger transit,"$2,981,749.49","$23,348.27",0.78%
+101,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$191,592.66",0.78%
+102,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,932,666.23",0.78%
+103,461,Waste management and remediation services,"$225,632,059.53","$1,745,658.65",0.77%
+104,484,Amusement parks and arcades,"$8,147,368.71","$63,021.84",0.77%
+105,478,Performing arts companies,"$63,413,148.22","$488,735.31",0.77%
+106,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$1,583,778.02",0.76%
+107,400,Transit and ground passenger transportation,"$87,175,571.40","$658,929.12",0.76%
+108,459,Landscape and horticultural services,"$275,016,411.40","$2,072,324.91",0.75%
+109,465,Offices of physicians,"$740,188,232.97","$5,451,330.84",0.74%
+110,510,Other federal government enterprises,"$1,867,051.07","$13,634.31",0.73%
+111,502,Other personal services,"$178,806,274.18","$1,291,265.54",0.72%
+112,426,"Insurance carriers, except direct life","$545,149,698.92","$3,932,459.78",0.72%
+113,503,Religious organizations,"$135,764,739.85","$977,873.10",0.72%
+114,424,Other financial investment activities,"$1,738,609,271.81","$12,487,723.69",0.72%
+115,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$809,114.26",0.71%
+116,405,Newspaper publishers,"$75,385,661.65","$534,785.07",0.71%
+117,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$5,150,072.10",0.71%
+118,506,Labor and civic organizations,"$105,944,986.89","$744,446.03",0.70%
+119,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$1,737,924.63",0.70%
+120,507,Private households,"$17,924,890.71","$124,613.01",0.70%
+121,439,"Architectural, engineering, and related services","$663,216,940.93","$4,527,649.80",0.68%
+122,473,Nursing and community care facilities,"$273,693,670.49","$1,855,228.41",0.68%
+123,44,"Water, sewage and other systems","$21,303,485.72","$143,536.86",0.67%
+124,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$18,971.15",0.67%
+125,481,"Independent artists, writers, and performers","$137,990,888.93","$914,638.24",0.66%
+126,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$485,794.36",0.66%
+127,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$1,529,011.19",0.65%
+128,221,Custom roll forming,"$23,817,580.17","$153,318.32",0.64%
+129,476,Child day care services,"$173,556,969.71","$1,114,794.85",0.64%
+130,449,Veterinary services,"$101,826,770.30","$652,742.91",0.64%
+131,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$885,764.98",0.63%
+132,464,Other educational services,"$276,105,016.01","$1,741,965.89",0.63%
+133,444,Management consulting services,"$251,198,056.46","$1,572,764.83",0.63%
+134,468,Outpatient care centers,"$330,858,673.33","$2,057,896.29",0.62%
+135,493,All other food and drinking places,"$603,532,483.05","$3,749,802.60",0.62%
+136,174,Explosives manufacturing,"$52,050,877.00","$317,153.29",0.61%
+137,516,Other local government enterprises,"$776,177,579.59","$4,711,769.53",0.61%
+138,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$1,137,913.00",0.61%
+139,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$2,070,054.38",0.61%
+140,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$6,477,234.67",0.60%
+141,513,Other state government enterprises,"$14,156,836.55","$82,916.16",0.59%
+142,398,Water transportation,"$11,961,984.14","$69,099.74",0.58%
+143,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$708,084.37",0.58%
+144,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$808,943.51",0.56%
+145,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$254,244.03",0.56%
+146,3,Vegetable and melon farming,"$6,609,930.97","$36,675.00",0.55%
+147,104,Tobacco manufacturing,"$6,603,883.06","$36,092.19",0.55%
+148,415,Wired telecommunications carriers,"$765,674,352.28","$4,171,048.61",0.54%
+149,429,Other real estate,"$4,970,388,101.43","$26,683,445.59",0.54%
+150,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$26,199.20",0.53%
+151,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$13,633.17",0.52%
+152,469,Medical and diagnostic laboratories,"$105,938,912.27","$551,916.95",0.52%
+153,242,Metal coating and nonprecious engraving,"$8,101,071.47","$41,871.80",0.52%
+154,430,Tenant-occupied housing,"$1,046,341,198.42","$5,273,231.53",0.50%
+155,500,Death care services,"$46,286,967.10","$230,742.47",0.50%
+156,411,Motion picture and video industries,"$109,931,494.98","$546,484.86",0.50%
+157,4,Fruit farming,"$384,884.42","$1,858.38",0.48%
+158,201,Gypsum product manufacturing,"$62,726,288.59","$301,752.75",0.48%
+159,203,Cut stone and stone product manufacturing,"$1,374,172.26","$6,512.23",0.47%
+160,239,Machine shops,"$129,567,269.37","$585,266.66",0.45%
+161,471,Other ambulatory health care services,"$103,224,782.99","$458,027.83",0.44%
+162,195,Cement manufacturing,"$132,407,672.79","$586,572.36",0.44%
+163,467,Offices of other health practitioners,"$364,689,970.79","$1,584,370.77",0.43%
+164,229,Plate work manufacturing,"$7,212,949.34","$30,999.63",0.43%
+165,470,Home health care services,"$73,759,567.90","$315,724.46",0.43%
+166,391,Retail - Gasoline stores,"$487,933,166.50","$2,076,727.20",0.43%
+167,501,Dry-cleaning and laundry services,"$83,675,246.11","$349,549.35",0.42%
+168,486,Other amusement and recreation industries,"$263,123,626.14","$1,045,102.36",0.40%
+169,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$5,558.33",0.38%
+170,407,Book publishers,"$8,704,740.33","$32,367.79",0.37%
+171,139,Paperboard container manufacturing,"$2,219,895.78","$8,254.40",0.37%
+172,37,Electric power generation - Solar,"$4,333,055.09","$14,625.62",0.34%
+173,38,Electric power generation - Wind,"$185,428,436.16","$625,887.72",0.34%
+174,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$6,484,059.99",0.34%
+175,485,Gambling industries (except casino hotels),"$417,593,840.35","$1,400,582.32",0.34%
+176,125,Wood preservation,"$25,246,163.52","$84,046.88",0.33%
+177,322,Carbon and graphite product manufacturing,"$10,049,890.88","$32,119.98",0.32%
+178,488,Bowling centers,"$21,593,225.39","$66,987.88",0.31%
+179,480,Racing and Track Operation,"$6,801,162.46","$20,839.11",0.31%
+180,27,Sand and gravel mining,"$216,223,131.49","$637,601.62",0.29%
+181,442,Computer systems design services,"$304,936,867.78","$848,576.50",0.28%
+182,434,Video tape and disc rental,"$3,473,473.59","$9,525.10",0.27%
+183,397,Rail transportation,"$1,846,923,315.97","$5,014,358.27",0.27%
+184,144,Printing,"$57,542,256.23","$153,027.45",0.27%
+185,368,Sign manufacturing,"$23,533,228.46","$60,637.82",0.26%
+186,16,Commercial logging,"$38,196,492.13","$92,721.25",0.24%
+187,124,Sawmills,"$141,329,754.94","$340,867.31",0.24%
+188,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$10,255.08",0.24%
+189,456,Travel arrangement and reservation services,"$498,338,395.79","$1,121,719.73",0.23%
+190,146,Petroleum refineries,"$6,572,475,454.77","$13,919,636.61",0.21%
+191,226,Handtool manufacturing,"$14,510,909.57","$29,229.80",0.20%
+192,220,Nonferrous metal foundries,"$16,365,994.89","$31,299.76",0.19%
+193,100,Manufactured ice,"$3,942,329.02","$7,404.35",0.19%
+194,490,Other accommodations,"$130,132,793.65","$239,208.03",0.18%
+195,228,Fabricated structural metal manufacturing,"$108,558,620.40","$191,558.48",0.18%
+196,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$19,175.71",0.17%
+197,238,Spring and wire product manufacturing,"$10,164,502.90","$17,121.08",0.17%
+198,235,Metal cans manufacturing,"$84,837,591.04","$134,285.38",0.16%
+199,446,Scientific research and development services,"$1,017,623,425.88","$1,535,083.46",0.15%
+200,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$16,536.30",0.14%
+201,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$18,970.94",0.14%
+202,445,Environmental and other technical consulting services,"$1,027,018,118.68","$1,446,132.83",0.14%
+203,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$122,877.67",0.14%
+204,441,Custom computer programming services,"$266,955,199.74","$355,244.59",0.13%
+205,32,Metal mining services,"$40,137,198.28","$52,628.31",0.13%
+206,175,Custom compounding of purchased resins,"$17,576,678.87","$22,558.23",0.13%
+207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$101,824.12",0.12%
+208,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$94,930.41",0.11%
+209,185,Other plastics product manufacturing,"$54,262,105.84","$57,295.92",0.11%
+210,99,Bottled and canned soft drinks and water,"$177,852,624.62","$187,685.52",0.11%
+211,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$6,201.86",0.10%
+212,132,Wood container and pallet manufacturing,"$5,150,805.78","$5,283.06",0.10%
+213,10,All other crop farming,"$163,550,998.97","$166,444.81",0.10%
+214,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$124,866.27",0.10%
+215,18,Commercial hunting and trapping,"$23,256,232.55","$23,105.74",0.10%
+216,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$156,726.87",0.09%
+217,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$27,555.12",0.08%
+218,251,Other fabricated metal manufacturing,"$30,533,977.78","$22,226.43",0.07%
+219,20,Oil and gas extraction,"$4,984,035,362.50","$3,441,777.28",0.07%
+220,401,Pipeline transportation,"$1,611,889,849.10","$1,057,249.75",0.07%
+221,329,Travel trailer and camper manufacturing,"$11,059,948.62","$6,918.33",0.06%
+222,102,Wineries,"$2,616,541.19","$1,529.28",0.06%
+223,13,Poultry and egg production,"$69,842,214.62","$36,842.12",0.05%
+224,366,"Doll, toy, and game manufacturing","$8,851,137.40","$4,557.77",0.05%
+225,231,Sheet metal work manufacturing,"$2,174,657.13","$1,040.74",0.05%
+226,19,Support activities for agriculture and forestry,"$44,762,204.87","$20,916.41",0.05%
+227,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$2,046.86",0.05%
+228,101,Breweries,"$54,815,146.01","$24,978.53",0.05%
+229,116,Other textile product mills,"$18,711,047.72","$8,130.93",0.04%
+230,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$2,704.89",0.04%
+231,79,Fluid milk manufacturing,"$4,900,848.36","$1,980.33",0.04%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$288.62,0.04%
+233,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$203,719.86",0.04%
+234,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$14,685.33",0.04%
+235,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$22,402.22",0.04%
+236,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21","$1,061.32",0.03%
+237,2,Grain farming,"$130,099,289.43","$36,502.71",0.03%
+238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$2,480.51",0.03%
+239,15,"Forestry, forest products, and timber tract production","$319,991.92",$78.23,0.02%
+240,151,Petrochemical manufacturing,"$673,077,918.86","$162,571.73",0.02%
+241,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$27,515.89",0.02%
+242,265,Industrial mold manufacturing,"$419,356.03",$96.87,0.02%
+243,59,Other animal food manufacturing,"$23,797,093.38","$5,409.76",0.02%
+244,188,Other rubber product manufacturing,"$4,573,849.57","$1,015.89",0.02%
+245,85,Meat processed from carcasses,"$59,683,965.53","$12,952.84",0.02%
+246,370,Musical instrument manufacturing,"$937,638.70",$201.92,0.02%
+247,62,Malt manufacturing,"$10,977,359.34","$2,290.95",0.02%
+248,373,Burial casket manufacturing,"$6,137,323.55","$1,273.22",0.02%
+249,66,Breakfast cereal manufacturing,"$8,312,290.22","$1,621.27",0.02%
+250,93,Other snack food manufacturing,"$10,656,196.90","$2,072.53",0.02%
+251,354,Custom architectural woodwork and millwork,"$78,271.86",$14.80,0.02%
+252,281,Welding and soldering equipment manufacturing,"$6,471,097.46","$1,213.22",0.02%
+253,374,All other miscellaneous manufacturing,"$25,842,264.37","$4,738.97",0.02%
+254,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94","$1,161.20",0.02%
+255,317,Relay and industrial control manufacturing,"$20,041,079.83","$3,358.16",0.02%
+256,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$111,403.30",0.02%
+257,311,Lighting fixture manufacturing,"$8,501,584.76","$1,392.55",0.02%
+258,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$26,846.45",0.02%
+259,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$3,637.03",0.01%
+260,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92","$1,651.23",0.01%
+261,320,Other communication and energy wire manufacturing,"$38,208,866.07","$5,178.85",0.01%
+262,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$187.97,0.01%
+263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$11,381.92",0.01%
+264,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$417.80,0.01%
+265,84,"Animal, except poultry, slaughtering","$216,958,801.29","$22,221.08",0.01%
+266,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$2,022.89",0.01%
+267,9,Sugarcane and sugar beet farming,"$62,280,333.14","$5,845.71",0.01%
+268,353,Wood office furniture manufacturing,"$616,006.76",$57.50,0.01%
+269,358,Blind and shade manufacturing,"$111,215.22",$10.37,0.01%
+270,94,Coffee and tea manufacturing,"$30,751,047.34","$2,797.57",0.01%
+271,260,All other industrial machinery manufacturing,"$303,218.25",$27.46,0.01%
+272,67,Beet sugar manufacturing,"$209,970,196.03","$17,569.93",0.01%
+273,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$83.15,0.01%
+274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$167.54,0.01%
+275,24,Gold ore and silver ore mining,"$40,475,210.09","$3,052.45",0.01%
+276,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$659.54,0.01%
+277,326,Motor vehicle body manufacturing,"$51,726,843.92","$3,659.46",0.01%
+278,97,Spice and extract manufacturing,"$12,042,344.87",$828.46,0.01%
+279,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$214.48,0.01%
+280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$62.83,0.01%
+281,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$55,805.82",0.01%
+282,173,Printing ink manufacturing,"$6,373,572.26",$338.00,0.01%
+283,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$276.36,0.01%
+284,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$9,810.96",0.01%
+285,58,Dog and cat food manufacturing,"$23,319,111.08","$1,193.16",0.01%
+286,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$22,997.55",0.00%
+287,302,Automatic environmental control manufacturing,"$4,809,195.11",$220.79,0.00%
+288,86,Rendering and meat byproduct processing,"$169,552.02",$7.58,0.00%
+289,118,Cut and sew apparel contractors,"$624,247.24",$27.66,0.00%
+290,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$466.53,0.00%
+291,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$357.29,0.00%
+292,292,Other communications equipment manufacturing,"$381,770.64",$15.85,0.00%
+293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$4,436.34",0.00%
+294,122,Footwear manufacturing,"$1,145,231.54",$41.10,0.00%
+295,247,Small arms ammunition manufacturing,"$130,897.97",$4.56,0.00%
+296,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$56,189.06",0.00%
+297,121,Leather and hide tanning and finishing,"$1,328,163.62",$43.11,0.00%
+298,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$528.26,0.00%
+299,31,Support activities for oil and gas operations,"$1,698,256,439.85","$52,909.71",0.00%
+300,113,Curtain and linen mills,"$612,878.58",$18.96,0.00%
+301,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$439.36,0.00%
+302,123,Other leather and allied product manufacturing,"$17,594,328.12",$520.25,0.00%
+303,12,Dairy cattle and milk production,"$62,699,899.43","$1,680.55",0.00%
+304,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$33,909.00",0.00%
+305,114,Textile bag and canvas mills,"$11,730,951.51",$303.15,0.00%
+306,103,Distilleries,"$59,042,281.71","$1,327.17",0.00%
+307,172,Toilet preparation manufacturing,"$51,736,916.86","$1,148.33",0.00%
+308,363,Dental laboratories,"$2,922,984.08",$62.31,0.00%
+309,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$64.57,0.00%
+310,33,Other nonmetallic minerals services,"$83,884,373.37","$1,618.47",0.00%
+311,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44","$1,486.50",0.00%
+312,1,Oilseed farming,"$938,686.11",$14.53,0.00%
+313,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$550.32,0.00%
+314,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$15.47,0.00%
+315,105,"Fiber, yarn, and thread mills","$13,455,310.58",$156.15,0.00%
+316,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$111.43,0.00%
+317,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$40.31,0.00%
+318,109,Knit fabric mills,"$9,334,399.88",$73.96,0.00%
+319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$181.25,0.00%
+320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$105.09,0.00%
+321,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$17.81,0.00%
+322,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$136.60,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$34.97,0.00%
+324,25,Other metal ore mining,"$65,796,499.90",$215.58,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$83.42,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$244.54,0.00%
 327,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
-328,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
-329,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
-330,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
-331,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
-332,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
-333,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
-334,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
-335,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
-336,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
-337,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
-338,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
-339,61,Rice milling,$0.00,$0.00,0.00%
-340,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
-341,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
-342,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
-343,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
-344,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
-345,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
-346,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
-347,138,Paperboard mills,$0.00,$0.00,0.00%
-348,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
-349,117,Apparel knitting mills,$0.00,$0.00,0.00%
-350,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
-351,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
-352,168,Adhesive manufacturing,$0.00,$0.00,0.00%
-353,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
-354,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
-355,63,Wet corn milling,$0.00,$0.00,0.00%
-356,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
-357,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
-358,77,Cheese manufacturing,$0.00,$0.00,0.00%
-359,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+328,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+329,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+330,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
+331,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+332,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+333,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+334,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+335,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+336,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+337,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+338,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+339,200,Lime manufacturing,$0.00,$0.00,0.00%
+340,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+341,237,Hardware manufacturing,$0.00,$0.00,0.00%
+342,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+343,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+344,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+345,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+346,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+347,23,Iron ore mining,$0.00,$0.00,0.00%
+348,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+349,60,Flour milling,$0.00,$0.00,0.00%
+350,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+351,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+352,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+353,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+354,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+355,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+356,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+357,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+358,98,All other food manufacturing,$0.00,$0.00,0.00%
+359,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
 360,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
-361,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
-362,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
-363,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
-364,191,Flat glass manufacturing,$0.00,$0.00,0.00%
-365,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
-366,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-367,200,Lime manufacturing,$0.00,$0.00,0.00%
-368,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
-369,237,Hardware manufacturing,$0.00,$0.00,0.00%
-370,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
-371,91,Tortilla manufacturing,$0.00,$0.00,0.00%
-372,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
-373,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
-374,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
-375,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
-376,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
-377,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
-378,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
-379,83,Poultry processing,$0.00,$0.00,0.00%
-380,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+361,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+362,77,Cheese manufacturing,$0.00,$0.00,0.00%
+363,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+364,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+365,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+366,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+367,241,Metal heat treating,$0.00,$0.00,0.00%
+368,193,Glass container manufacturing,$0.00,$0.00,0.00%
+369,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+370,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+371,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+372,137,Paper mills,$0.00,$0.00,0.00%
+373,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+374,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+375,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+376,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+377,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+378,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+379,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+380,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
 381,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
-382,412,Sound recording industries,$0.00,$0.00,0.00%
-383,60,Flour milling,$0.00,$0.00,0.00%
-384,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
-385,23,Iron ore mining,$0.00,$0.00,0.00%
-386,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
-387,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
-388,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
-389,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
-390,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
-391,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+382,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+383,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+384,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+385,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+386,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+387,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+388,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+389,145,Support activities for printing,$0.00,$0.00,0.00%
+390,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+391,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
 392,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
-393,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+393,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
 394,111,Fabric coating mills,$0.00,$0.00,0.00%
-395,98,All other food manufacturing,$0.00,$0.00,0.00%
+395,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
 396,357,Mattress manufacturing,$0.00,$0.00,0.00%
-397,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
-398,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
-399,268,Machine tool manufacturing,$0.00,$0.00,0.00%
-400,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
-401,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+397,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+398,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+399,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+400,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+401,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
 402,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
-403,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
-404,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
-405,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
-406,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
-407,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
-408,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
-409,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
-410,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
-411,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
-412,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
-413,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
-414,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+403,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+404,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+405,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+406,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+407,412,Sound recording industries,$0.00,$0.00,0.00%
+408,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+409,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+410,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+411,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+412,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+413,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+414,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
 415,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
-416,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
-417,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
-418,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
-419,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
-420,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
-421,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
-422,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
-423,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
-424,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
-425,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
-426,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
-427,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
-428,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
-429,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-430,328,Motor home manufacturing,$0.00,$0.00,0.00%
-431,409,Greeting card publishing,$0.00,$0.00,0.00%
-432,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
-433,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
-434,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
-435,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
-436,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
-437,321,Wiring device manufacturing,$0.00,$0.00,0.00%
-438,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
-439,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
-440,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
-441,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
-442,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
-443,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
-444,511,State government passenger transit,$0.00,$0.00,0.00%
-445,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
-446,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
-447,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
-448,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
-449,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
-450,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-451,193,Glass container manufacturing,$0.00,$0.00,0.00%
-452,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
-453,137,Paper mills,$0.00,$0.00,0.00%
-454,145,Support activities for printing,$0.00,$0.00,0.00%
-455,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
-456,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
-457,141,Stationery product manufacturing,$0.00,$0.00,0.00%
-458,241,Metal heat treating,$0.00,$0.00,0.00%
-459,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
-460,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
-461,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
-462,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
-463,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
-464,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
-465,17,Commercial fishing,$0.00,$0.00,0.00%
-466,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
-467,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
-468,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
-469,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
-470,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
-471,318,Battery manufacturing,$0.00,$0.00,0.00%
-472,5,Tree nut farming,$0.00,$0.00,0.00%
-473,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
-474,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
-475,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
-476,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
-477,7,Tobacco farming,$0.00,$0.00,0.00%
-478,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
-479,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
-480,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
-481,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
-482,219,Ferrous metal foundries,$0.00,$0.00,0.00%
-483,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
-484,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
-485,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
-486,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
-487,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
-488,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
-489,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
-490,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
-491,8,Cotton farming,$0.00,$0.00,0.00%
-492,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
-493,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
-494,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
-495,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
-496,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
-497,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
-498,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
-499,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
-500,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
-501,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
-502,112,Carpet and rug mills,$0.00,$0.00,0.00%
-503,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
-504,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
-505,161,Fertilizer mixing,$0.00,$0.00,0.00%
-506,186,Tire manufacturing,$0.00,$0.00,0.00%
-507,210,Steel wire drawing,$0.00,$0.00,0.00%
-508,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
-509,75,Canned specialties,$0.00,$0.00,0.00%
-510,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
-511,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
-512,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
-513,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
-514,41,Electric power generation - All other,$0.00,$0.00,0.00%
-515,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
-516,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
-517,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-518,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
-519,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
-520,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
-521,343,Ship building and repairing,$0.00,$0.00,0.00%
-522,136,Pulp mills,$0.00,$0.00,0.00%
-523,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
-524,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
-525,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
-526,512,State government electric utilities,$0.00,$0.00,0.00%
-527,344,Boat building,$0.00,$0.00,0.00%
-528,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+416,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+417,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+418,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+419,83,Poultry processing,$0.00,$0.00,0.00%
+420,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+421,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+422,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+423,8,Cotton farming,$0.00,$0.00,0.00%
+424,5,Tree nut farming,$0.00,$0.00,0.00%
+425,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+426,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+427,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+428,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+429,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+430,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+431,318,Battery manufacturing,$0.00,$0.00,0.00%
+432,138,Paperboard mills,$0.00,$0.00,0.00%
+433,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+434,117,Apparel knitting mills,$0.00,$0.00,0.00%
+435,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+436,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+437,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+438,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+439,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+440,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+441,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+442,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+443,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+444,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+445,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+446,328,Motor home manufacturing,$0.00,$0.00,0.00%
+447,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+448,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+449,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+450,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+451,7,Tobacco farming,$0.00,$0.00,0.00%
+452,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+453,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+454,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+455,61,Rice milling,$0.00,$0.00,0.00%
+456,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+457,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+458,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+459,511,State government passenger transit,$0.00,$0.00,0.00%
+460,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+461,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+462,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+463,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+464,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+465,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+466,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+467,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+468,17,Commercial fishing,$0.00,$0.00,0.00%
+469,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+470,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+471,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+472,63,Wet corn milling,$0.00,$0.00,0.00%
+473,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+474,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+475,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+476,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+477,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+478,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+479,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+480,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+481,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+482,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+483,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+484,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+485,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+486,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+487,161,Fertilizer mixing,$0.00,$0.00,0.00%
+488,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+489,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+490,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+491,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+492,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+493,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+494,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+495,409,Greeting card publishing,$0.00,$0.00,0.00%
+496,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+497,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+498,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+499,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+500,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+501,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+502,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+503,112,Carpet and rug mills,$0.00,$0.00,0.00%
+504,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+505,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+506,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+507,186,Tire manufacturing,$0.00,$0.00,0.00%
+508,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+509,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+510,343,Ship building and repairing,$0.00,$0.00,0.00%
+511,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+512,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+513,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+514,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+515,344,Boat building,$0.00,$0.00,0.00%
+516,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+517,210,Steel wire drawing,$0.00,$0.00,0.00%
+518,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+519,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+520,41,Electric power generation - All other,$0.00,$0.00,0.00%
+521,75,Canned specialties,$0.00,$0.00,0.00%
+522,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+523,136,Pulp mills,$0.00,$0.00,0.00%
+524,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+525,512,State government electric utilities,$0.00,$0.00,0.00%
+526,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+527,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+528,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2033/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2033/occupation_impacts_table.csv
index 3c1ae21..887735a 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2033/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2033/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,134.25,128.15,"$22,651,536.33","$4,222,560.72","$26,874,097.04","299,577.10"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",32.04,30.83,"$5,766,935.16","$1,108,649.41","$6,875,584.57","69,406.09"
-11-3000,Operations Specialties Managers,81.58,79.28,"$14,353,256.79","$2,794,886.02","$17,148,142.81","176,257.28"
-11-9000,Other Management Occupations,172.12,165.41,"$21,466,158.28","$3,865,664.50","$25,331,822.78","372,228.87"
-13-1000,Business Operations Specialists,289.52,279.54,"$29,195,637.54","$5,384,553.88","$34,580,191.42","584,722.53"
-13-2000,Financial Specialists,69.46,67.13,"$7,283,887.99","$1,318,754.99","$8,602,642.98","139,248.00"
-15-1200,Computer Occupations,62.21,60.15,"$7,903,822.64","$1,477,717.78","$9,381,540.43","124,358.39"
-15-2000,Mathematical Science Occupations,4.23,4.09,"$556,896.66","$100,413.10","$657,309.75","8,399.47"
-17-1000,"Architects, Surveyors, and Cartographers",5.71,5.51,"$520,447.13","$89,747.68","$610,194.81","11,612.74"
-17-2000,Engineers,148.59,145.33,"$17,295,852.32","$3,496,998.10","$20,792,850.42","310,849.56"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",46.51,45.54,"$3,954,816.14","$802,787.18","$4,757,603.32","92,375.90"
-19-1000,Life Scientists,1.36,1.28,"$129,717.69","$22,271.09","$151,988.78","2,675.92"
-19-2000,Physical Scientists,1.79,1.73,"$225,797.96","$44,660.18","$270,458.13","3,592.84"
-19-3000,Social Scientists and Related Workers,0.91,0.84,"$85,744.34","$15,644.08","$101,388.42","1,671.16"
-19-4000,"Life, Physical, and Social Science Technicians",2.65,2.56,"$203,715.13","$40,149.05","$243,864.18","4,890.46"
-19-5000,Occupational Health and Safety Specialists and Technicians,13.06,12.67,"$1,212,706.69","$227,128.10","$1,439,834.80","26,538.15"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",12.87,11.51,"$627,255.13","$118,527.13","$745,782.26","22,360.64"
-21-2000,Religious Workers,4.19,3.62,"$177,557.26","$25,803.56","$203,360.82","8,274.21"
-23-1000,"Lawyers, Judges, and Related Workers",7.34,7.04,"$1,311,749.85","$227,045.72","$1,538,795.57","15,670.14"
-23-2000,Legal Support Workers,4.46,4.27,"$257,604.10","$44,088.54","$301,692.63","8,034.47"
-25-1000,Postsecondary Teachers,2.11,1.92,"$137,437.77","$30,601.71","$168,039.48","3,163.00"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",7.48,6.58,"$285,705.43","$54,182.82","$339,888.25","12,709.35"
-25-3000,Other Teachers and Instructors,5.80,5.19,"$214,188.99","$42,563.25","$256,752.23","7,382.71"
-25-4000,"Librarians, Curators, and Archivists",0.32,0.28,"$15,692.71","$2,676.89","$18,369.60",522.62
-25-9000,Other Educational Instruction and Library Occupations,4.14,3.66,"$148,146.88","$27,991.88","$176,138.76","5,801.91"
-27-1000,Art and Design Workers,9.14,8.70,"$692,776.61","$125,436.26","$818,212.87","16,529.24"
-27-2000,"Entertainers and Performers, Sports and Related Workers",4.46,3.96,"$248,115.26","$42,719.24","$290,834.51","6,220.91"
-27-3000,Media and Communication Workers,7.72,7.31,"$573,316.37","$105,550.53","$678,866.90","14,290.98"
-27-4000,Media and Communication Equipment Workers,2.72,2.55,"$152,556.86","$25,884.81","$178,441.67","4,645.03"
-29-1000,Healthcare Diagnosing or Treating Practitioners,38.11,35.08,"$4,693,387.76","$916,848.36","$5,610,236.12","68,658.14"
-29-2000,Health Technologists and Technicians,19.61,17.96,"$1,095,940.53","$215,272.30","$1,311,212.83","34,504.74"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.69,0.64,"$47,652.80","$9,041.27","$56,694.07","1,295.57"
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",36.41,32.48,"$1,068,146.68","$208,115.63","$1,276,262.31","57,060.09"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,1.39,1.27,"$60,518.44","$12,038.77","$72,557.21","2,071.03"
-31-9000,Other Healthcare Support Occupations,14.66,13.40,"$572,033.01","$108,601.58","$680,634.59","23,683.86"
-33-1000,Supervisors of Protective Service Workers,1.14,1.04,"$87,422.44","$16,084.87","$103,507.31","2,407.45"
-33-2000,Firefighting and Prevention Workers,1.25,1.15,"$45,036.25","$7,804.37","$52,840.63","3,151.36"
-33-3000,Law Enforcement Workers,0.18,0.16,"$11,154.70","$2,706.40","$13,861.10",397.88
-33-9000,Other Protective Service Workers,20.92,19.17,"$1,088,504.75","$192,932.82","$1,281,437.57","34,184.88"
-35-1000,Supervisors of Food Preparation and Serving Workers,18.27,14.57,"$830,292.03","$117,695.39","$947,987.42","30,462.98"
-35-2000,Cooks and Food Preparation Workers,46.63,37.62,"$1,277,751.83","$186,483.01","$1,464,234.84","63,146.22"
-35-3000,Food and Beverage Serving Workers,96.58,77.04,"$2,247,510.54","$314,539.92","$2,562,050.46","104,996.64"
-35-9000,Other Food Preparation and Serving Related Workers,19.89,15.88,"$414,041.45","$58,153.49","$472,194.94","19,579.62"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,2.64,2.41,"$129,761.69","$23,097.43","$152,859.13","5,304.43"
-37-2000,Building Cleaning and Pest Control Workers,37.32,34.49,"$1,301,323.79","$244,918.95","$1,546,242.74","59,427.32"
-37-3000,Grounds Maintenance Workers,12.25,11.26,"$494,101.28","$87,138.89","$581,240.17","20,839.73"
-39-1000,Supervisors of Personal Care and Service Workers,1.73,1.51,"$91,310.89","$19,251.41","$110,562.30","3,030.67"
-39-2000,Animal Care and Service Workers,2.51,2.20,"$61,156.32","$9,152.84","$70,309.16","3,351.41"
-39-3000,Entertainment Attendants and Related Workers,5.28,4.54,"$137,251.82","$30,258.05","$167,509.87","5,992.15"
-39-4000,Funeral Service Workers,0.42,0.36,"$13,800.00","$1,983.37","$15,783.36",649.42
-39-5000,Personal Appearance Workers,2.78,2.41,"$87,968.32","$13,177.08","$101,145.39","3,781.38"
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.47,0.42,"$16,577.01","$3,099.07","$19,676.08",730.00
-39-7000,Tour and Travel Guides,1.95,1.79,"$106,251.84","$19,139.49","$125,391.33","2,105.35"
-39-9000,Other Personal Care and Service Workers,10.78,9.33,"$242,934.77","$43,792.95","$286,727.73","12,505.44"
-41-1000,Supervisors of Sales Workers,22.48,20.31,"$1,673,833.43","$338,314.69","$2,012,148.12","44,536.19"
-41-2000,Retail Sales Workers,115.57,101.60,"$3,759,635.96","$781,259.10","$4,540,895.06","161,382.09"
-41-3000,"Sales Representatives, Services",31.25,29.79,"$2,648,986.68","$465,746.71","$3,114,733.39","62,381.78"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",77.07,75.06,"$7,637,827.75","$1,435,074.13","$9,072,901.88","162,781.69"
-41-9000,Other Sales and Related Workers,9.72,9.26,"$768,907.74","$146,156.93","$915,064.67","18,093.37"
-43-1000,Supervisors of Office and Administrative Support Workers,32.68,31.24,"$2,843,533.14","$551,425.14","$3,394,958.28","64,484.44"
-43-2000,Communications Equipment Operators,0.32,0.29,"$14,825.84","$2,752.45","$17,578.28",537.02
-43-3000,Financial Clerks,69.90,66.97,"$4,180,599.41","$780,236.80","$4,960,836.22","124,562.72"
-43-4000,Information and Record Clerks,76.28,72.25,"$4,103,821.24","$780,468.98","$4,884,290.22","128,445.77"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",91.89,87.62,"$6,042,836.06","$1,434,046.78","$7,476,882.84","176,847.25"
-43-6000,Secretaries and Administrative Assistants,66.19,63.11,"$3,748,108.88","$691,014.39","$4,439,123.28","117,306.39"
-43-9000,Other Office and Administrative Support Workers,85.80,82.02,"$4,136,016.58","$765,437.12","$4,901,453.70","139,900.21"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.12,0.11,"$9,438.75","$1,890.43","$11,329.18",260.21
-45-2000,Agricultural Workers,1.60,1.47,"$82,252.08","$16,004.33","$98,256.41","2,836.16"
-45-3000,Fishing and Hunting Workers,0.00,0.00,$62.16,$16.54,$78.71,3.33
-45-4000,"Forest, Conservation, and Logging Workers",0.15,0.14,"$8,088.15","$2,024.99","$10,113.13",317.22
-47-1000,Supervisors of Construction and Extraction Workers,168.87,163.39,"$14,203,260.73","$2,512,116.82","$16,715,377.55","364,041.98"
-47-2000,Construction Trades Workers,559.04,541.30,"$34,953,500.73","$6,236,047.90","$41,189,548.63","1,060,447.26"
-47-3000,"Helpers, Construction Trades",11.92,11.53,"$489,933.53","$85,362.80","$575,296.32","19,496.98"
-47-4000,Other Construction and Related Workers,9.89,9.59,"$805,842.80","$154,606.33","$960,449.12","19,599.21"
-47-5000,Extraction Workers,20.35,20.00,"$1,689,805.70","$385,135.35","$2,074,941.05","48,710.51"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",22.83,21.70,"$2,385,617.03","$475,566.36","$2,861,183.39","50,479.93"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",9.49,8.99,"$725,312.27","$144,774.78","$870,087.05","19,964.29"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",64.07,58.50,"$4,219,987.68","$793,395.00","$5,013,382.68","127,789.39"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",133.70,129.19,"$10,171,064.71","$2,013,664.43","$12,184,729.14","274,713.23"
-51-1000,Supervisors of Production Workers,75.77,74.35,"$7,783,248.36","$1,589,956.22","$9,373,204.59","167,676.61"
-51-2000,Assemblers and Fabricators,320.07,314.49,"$20,307,278.55","$4,205,726.45","$24,513,005.01","624,105.13"
-51-3000,Food Processing Workers,3.85,3.31,"$148,178.61","$32,907.68","$181,086.29","6,430.22"
-51-4000,Metal Workers and Plastic Workers,376.32,369.50,"$26,890,743.74","$5,436,202.38","$32,326,946.12","771,464.85"
-51-5100,Printing Workers,1.43,1.38,"$85,512.99","$16,165.01","$101,678.00","2,671.70"
-51-6000,"Textile, Apparel, and Furnishings Workers",3.44,3.16,"$142,157.03","$25,570.17","$167,727.21","5,865.47"
-51-7000,Woodworkers,2.91,2.82,"$162,736.56","$31,370.38","$194,106.93","5,603.09"
-51-8000,Plant and System Operators,4.00,3.92,"$364,978.08","$102,780.65","$467,758.73","8,447.55"
-51-9000,Other Production Occupations,169.50,165.94,"$11,299,067.77","$2,306,688.45","$13,605,756.21","330,694.54"
-53-1000,Supervisors of Transportation and Material Moving Workers,14.68,13.94,"$1,244,340.20","$251,396.53","$1,495,736.73","31,174.41"
-53-2000,Air Transportation Workers,2.08,1.96,"$276,866.91","$63,487.12","$340,354.03","3,853.86"
-53-3000,Motor Vehicle Operators,106.10,99.81,"$6,991,972.14","$1,541,645.05","$8,533,617.19","214,560.01"
-53-4000,Rail Transportation Workers,1.61,1.52,"$152,298.84","$44,998.28","$197,297.12","3,844.49"
-53-5000,Water Transportation Workers,2.94,2.75,"$290,010.74","$52,990.53","$343,001.27","6,899.42"
-53-6000,Other Transportation Workers,5.50,4.86,"$206,120.71","$39,309.14","$245,429.85","8,451.62"
-53-7000,Material Moving Workers,190.03,181.29,"$9,814,263.99","$1,926,091.79","$11,740,355.77","323,001.86"
+11-1000,Top Executives,138.59,132.24,"$23,454,817.00","$4,382,799.69","$27,837,616.69","309,243.66"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",32.78,31.53,"$5,911,686.71","$1,133,466.17","$7,045,152.88","70,980.45"
+11-3000,Operations Specialties Managers,84.86,82.47,"$14,978,961.97","$2,923,489.98","$17,902,451.95","183,331.99"
+11-9000,Other Management Occupations,174.94,168.07,"$21,905,426.47","$3,955,987.93","$25,861,414.40","378,201.31"
+13-1000,Business Operations Specialists,294.66,284.44,"$29,762,419.39","$5,492,351.52","$35,254,770.90","594,871.52"
+13-2000,Financial Specialists,72.06,69.64,"$7,594,240.51","$1,373,245.25","$8,967,485.76","144,442.33"
+15-1200,Computer Occupations,63.88,61.75,"$8,145,859.93","$1,518,575.40","$9,664,435.34","127,664.87"
+15-2000,Mathematical Science Occupations,4.42,4.26,"$584,215.66","$105,077.85","$689,293.51","8,755.96"
+17-1000,"Architects, Surveyors, and Cartographers",6.33,6.11,"$578,941.26","$102,241.65","$681,182.91","12,889.24"
+17-2000,Engineers,151.96,148.62,"$17,724,756.87","$3,590,747.73","$21,315,504.60","318,278.49"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",46.86,45.87,"$3,982,775.01","$808,087.96","$4,790,862.97","93,064.10"
+19-1000,Life Scientists,1.44,1.35,"$138,147.47","$23,753.43","$161,900.90","2,836.42"
+19-2000,Physical Scientists,1.87,1.81,"$236,776.54","$46,897.83","$283,674.36","3,768.59"
+19-3000,Social Scientists and Related Workers,0.97,0.89,"$91,352.44","$16,658.76","$108,011.20","1,774.00"
+19-4000,"Life, Physical, and Social Science Technicians",2.89,2.79,"$223,411.08","$44,519.41","$267,930.49","5,368.98"
+19-5000,Occupational Health and Safety Specialists and Technicians,13.81,13.40,"$1,298,106.02","$246,644.30","$1,544,750.32","28,082.11"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",13.65,12.21,"$665,545.53","$125,746.54","$791,292.08","23,704.87"
+21-2000,Religious Workers,4.44,3.84,"$188,338.13","$27,371.28","$215,709.41","8,774.87"
+23-1000,"Lawyers, Judges, and Related Workers",7.78,7.46,"$1,388,668.10","$240,035.90","$1,628,704.00","16,602.77"
+23-2000,Legal Support Workers,4.75,4.55,"$274,259.81","$46,896.69","$321,156.50","8,559.16"
+25-1000,Postsecondary Teachers,2.24,2.03,"$145,715.76","$32,446.38","$178,162.14","3,353.75"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",7.93,6.97,"$302,888.20","$57,443.93","$360,332.13","13,474.11"
+25-3000,Other Teachers and Instructors,6.11,5.47,"$225,672.85","$44,882.07","$270,554.92","7,769.13"
+25-4000,"Librarians, Curators, and Archivists",0.34,0.29,"$16,650.72","$2,839.32","$19,490.04",553.82
+25-9000,Other Educational Instruction and Library Occupations,4.38,3.87,"$156,703.03","$29,614.75","$186,317.78","6,138.57"
+27-1000,Art and Design Workers,9.42,8.96,"$714,355.51","$129,036.44","$843,391.95","17,007.29"
+27-2000,"Entertainers and Performers, Sports and Related Workers",4.71,4.18,"$262,406.16","$45,163.31","$307,569.46","6,565.11"
+27-3000,Media and Communication Workers,8.02,7.58,"$595,229.97","$109,365.01","$704,594.98","14,830.25"
+27-4000,Media and Communication Equipment Workers,2.91,2.72,"$165,130.22","$27,887.24","$193,017.45","4,974.12"
+29-1000,Healthcare Diagnosing or Treating Practitioners,40.31,37.10,"$4,967,315.09","$970,520.48","$5,937,835.57","72,626.88"
+29-2000,Health Technologists and Technicians,20.76,19.01,"$1,160,018.75","$227,906.71","$1,387,925.45","36,516.97"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.74,0.68,"$50,629.65","$9,604.94","$60,234.59","1,373.70"
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",38.53,34.37,"$1,129,614.37","$220,148.71","$1,349,763.08","60,380.59"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,1.47,1.34,"$64,127.88","$12,757.34","$76,885.21","2,194.32"
+31-9000,Other Healthcare Support Occupations,15.52,14.19,"$605,722.40","$115,007.11","$720,729.51","25,079.99"
+33-1000,Supervisors of Protective Service Workers,1.17,1.07,"$91,241.02","$16,810.65","$108,051.67","2,475.94"
+33-2000,Firefighting and Prevention Workers,1.27,1.17,"$45,744.88","$7,933.15","$53,678.04","3,196.45"
+33-3000,Law Enforcement Workers,0.19,0.17,"$11,894.31","$2,940.41","$14,834.72",413.59
+33-9000,Other Protective Service Workers,21.76,19.94,"$1,140,367.61","$202,549.22","$1,342,916.82","35,592.29"
+35-1000,Supervisors of Food Preparation and Serving Workers,19.33,15.42,"$878,793.29","$124,609.40","$1,003,402.70","32,232.19"
+35-2000,Cooks and Food Preparation Workers,49.24,39.71,"$1,350,207.85","$197,055.01","$1,547,262.86","66,668.38"
+35-3000,Food and Beverage Serving Workers,102.15,81.48,"$2,377,241.84","$332,711.67","$2,709,953.50","111,048.08"
+35-9000,Other Food Preparation and Serving Related Workers,21.04,16.80,"$437,978.63","$61,507.25","$499,485.88","20,707.07"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,2.85,2.60,"$139,678.87","$24,841.64","$164,520.51","5,716.19"
+37-2000,Building Cleaning and Pest Control Workers,39.53,36.51,"$1,375,624.03","$259,224.67","$1,634,848.70","62,929.81"
+37-3000,Grounds Maintenance Workers,13.10,12.03,"$528,725.09","$93,172.62","$621,897.72","22,292.08"
+39-1000,Supervisors of Personal Care and Service Workers,1.83,1.60,"$96,842.52","$20,380.61","$117,223.12","3,212.62"
+39-2000,Animal Care and Service Workers,2.66,2.34,"$64,850.04","$9,706.84","$74,556.87","3,553.59"
+39-3000,Entertainment Attendants and Related Workers,5.59,4.80,"$145,428.63","$31,992.15","$177,420.79","6,341.10"
+39-4000,Funeral Service Workers,0.45,0.39,"$14,613.29","$2,099.83","$16,713.13",687.78
+39-5000,Personal Appearance Workers,2.95,2.56,"$93,221.25","$13,963.31","$107,184.56","4,008.10"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.49,0.44,"$17,378.53","$3,248.86","$20,627.39",765.82
+39-7000,Tour and Travel Guides,2.09,1.92,"$113,981.63","$20,531.18","$134,512.80","2,256.89"
+39-9000,Other Personal Care and Service Workers,11.42,9.88,"$257,418.76","$46,400.62","$303,819.38","13,248.50"
+41-1000,Supervisors of Sales Workers,23.59,21.31,"$1,749,344.61","$353,272.91","$2,102,617.52","46,720.09"
+41-2000,Retail Sales Workers,121.84,107.11,"$3,962,741.44","$823,038.74","$4,785,780.19","170,043.32"
+41-3000,"Sales Representatives, Services",32.63,31.10,"$2,777,587.56","$487,564.15","$3,265,151.71","65,140.34"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",78.83,76.75,"$7,821,360.68","$1,465,533.30","$9,286,893.98","166,512.92"
+41-9000,Other Sales and Related Workers,10.02,9.54,"$788,790.89","$149,518.13","$938,309.02","18,611.55"
+43-1000,Supervisors of Office and Administrative Support Workers,33.78,32.29,"$2,937,177.77","$570,023.62","$3,507,201.39","66,651.38"
+43-2000,Communications Equipment Operators,0.34,0.31,"$15,578.72","$2,892.22","$18,470.94",564.04
+43-3000,Financial Clerks,72.15,69.11,"$4,317,743.80","$806,345.91","$5,124,089.71","128,581.77"
+43-4000,Information and Record Clerks,79.28,75.06,"$4,256,814.88","$808,202.42","$5,065,017.30","133,491.43"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",94.13,89.68,"$6,192,212.51","$1,476,716.99","$7,668,929.51","181,171.78"
+43-6000,Secretaries and Administrative Assistants,68.20,65.00,"$3,861,215.08","$712,303.28","$4,573,518.36","120,845.58"
+43-9000,Other Office and Administrative Support Workers,88.43,84.51,"$4,260,168.81","$789,627.07","$5,049,795.88","144,211.53"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.13,0.12,"$10,492.57","$2,131.93","$12,624.50",289.23
+45-2000,Agricultural Workers,1.72,1.58,"$88,318.08","$17,151.11","$105,469.19","3,035.87"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$65.88,$17.53,$83.42,3.53
+45-4000,"Forest, Conservation, and Logging Workers",0.19,0.17,"$10,166.71","$2,669.32","$12,836.04",399.02
+47-1000,Supervisors of Construction and Extraction Workers,177.74,172.11,"$15,406,079.63","$2,788,149.05","$18,194,228.68","383,690.03"
+47-2000,Construction Trades Workers,578.62,560.52,"$36,682,242.62","$6,629,938.24","$43,312,180.87","1,101,370.11"
+47-3000,"Helpers, Construction Trades",11.98,11.58,"$492,111.37","$85,744.48","$577,855.85","19,580.94"
+47-4000,Other Construction and Related Workers,10.26,9.95,"$837,305.65","$161,921.91","$999,227.56","20,392.77"
+47-5000,Extraction Workers,52.76,51.90,"$4,476,973.77","$1,031,382.04","$5,508,355.81","125,016.73"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",26.18,24.97,"$2,854,250.36","$582,367.07","$3,436,617.43","58,066.29"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",9.91,9.39,"$766,098.43","$153,674.81","$919,773.25","20,873.56"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",71.69,65.81,"$4,869,731.60","$934,313.17","$5,804,044.78","144,044.92"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",144.40,139.62,"$11,085,966.34","$2,220,320.43","$13,306,286.76","297,160.09"
+51-1000,Supervisors of Production Workers,76.51,75.07,"$7,876,993.56","$1,611,731.43","$9,488,724.99","169,317.18"
+51-2000,Assemblers and Fabricators,320.51,314.90,"$20,331,179.93","$4,209,883.71","$24,541,063.64","624,936.54"
+51-3000,Food Processing Workers,4.07,3.49,"$156,477.57","$34,800.23","$191,277.81","6,786.28"
+51-4000,Metal Workers and Plastic Workers,378.07,371.20,"$27,048,770.06","$5,471,812.57","$32,520,582.63","775,082.13"
+51-5100,Printing Workers,1.47,1.42,"$87,231.54","$16,455.42","$103,686.96","2,739.18"
+51-6000,"Textile, Apparel, and Furnishings Workers",3.60,3.31,"$148,945.03","$26,712.24","$175,657.27","6,147.67"
+51-7000,Woodworkers,2.94,2.85,"$164,161.41","$31,616.40","$195,777.81","5,655.86"
+51-8000,Plant and System Operators,4.64,4.54,"$427,078.04","$119,366.50","$546,444.55","9,823.55"
+51-9000,Other Production Occupations,172.12,168.48,"$11,508,918.20","$2,354,283.44","$13,863,201.64","335,903.72"
+53-1000,Supervisors of Transportation and Material Moving Workers,15.79,15.01,"$1,368,639.84","$279,241.37","$1,647,881.21","33,557.40"
+53-2000,Air Transportation Workers,2.19,2.06,"$292,021.13","$66,936.29","$358,957.42","4,060.55"
+53-3000,Motor Vehicle Operators,112.72,106.11,"$7,468,326.17","$1,649,262.83","$9,117,589.00","228,142.50"
+53-4000,Rail Transportation Workers,2.29,2.15,"$216,474.90","$63,978.38","$280,453.29","5,461.86"
+53-5000,Water Transportation Workers,3.16,2.95,"$311,927.10","$56,969.83","$368,896.93","7,417.28"
+53-6000,Other Transportation Workers,5.79,5.12,"$218,652.84","$41,834.00","$260,486.85","8,910.22"
+53-7000,Material Moving Workers,200.72,191.55,"$10,502,844.14","$2,077,408.50","$12,580,252.64","342,345.77"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2033/tax_results.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2033/tax_results.csv
index 3a84861..b5acc35 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2033/tax_results.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2033/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$359,454.24","$2,993,095.04","$2,150,329.27","$13,013,373.86","$78,162,103.79","$96,678,356.19"
-2 - Indirect,"$238,777.90","$1,965,284.20","$1,386,891.99","$6,740,951.19","$18,007,048.97","$28,338,954.24"
-3 - Induced,"$306,982.01","$2,520,341.71","$1,771,663.27","$8,159,415.35","$14,365,102.71","$27,123,505.04"
-,"$905,214.14","$7,478,720.95","$5,308,884.53","$27,913,740.40","$110,534,255.46","$152,140,815.48"
+1 - Direct,"$581,786.36","$4,814,861.83","$3,426,953.87","$18,619,804.49","$82,629,704.98","$110,073,111.52"
+2 - Indirect,"$267,108.31","$2,197,987.64","$1,550,589.92","$7,502,692.28","$19,474,656.89","$30,993,035.04"
+3 - Induced,"$325,443.87","$2,671,914.90","$1,878,211.16","$8,650,135.11","$15,229,235.75","$28,754,940.79"
+,"$1,174,338.54","$9,684,764.36","$6,855,754.95","$34,772,631.88","$117,333,597.62","$169,821,087.35"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 7a26061..b2798e3 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2033/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,698,039.57"
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,913,704.38"
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,758,974.14"
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$352,700,578.63"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$378,914,483.25"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$181,972,736.36"
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$311,924,700.00"
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,213.28"
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,865.35"
-7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,930.70"
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,584.90"
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$371,517.66"
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,560,298.41"
-11,224,Nonferrous forging,"$17,187,170.89","$604,158.71"
-12,460,Other support services,"$116,743,407.01","$4,090,965.92"
-13,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$32,844,793.70"
-14,223,Iron and steel forging,"$52,274,449.17","$1,754,153.88"
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$9,745,241.25"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$207,215.14"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$7,724,866.07"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$21,139,941.42"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$754,586.61"
+9,198,Concrete pipe manufacturing,"$4,169,914.39","$372,177.31"
+10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$19,874,796.32"
+11,21,Coal mining,"$2,911,704,202.57","$120,483,518.13"
+12,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$35,166,578.67"
+13,460,Other support services,"$116,743,407.01","$4,146,406.11"
+14,224,Nonferrous forging,"$17,187,170.89","$604,401.87"
+15,223,Iron and steel forging,"$52,274,449.17","$1,754,842.70"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2034/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2034/economic_indicators_by_impact.csv
index 48ea4e9..3d18302 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2034/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2034/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"1,952.55","$173,359,742.65","$246,645,276.67","$671,373,127.93"
-2 - Indirect,595.23,"$38,240,442.60","$65,643,762.19","$138,735,582.80"
-3 - Induced,617.53,"$28,323,507.00","$63,877,795.48","$114,076,269.72"
-,"3,165.31","$239,923,692.25","$376,166,834.34","$924,184,980.45"
+1 - Direct,"2,049.32","$191,556,933.41","$296,694,450.93","$756,003,127.93"
+2 - Indirect,683.62,"$44,472,494.69","$78,485,031.06","$165,850,507.60"
+3 - Induced,696.99,"$31,963,986.12","$72,086,671.46","$128,744,803.46"
+,"3,429.93","$267,993,414.23","$447,266,153.45","$1,050,598,438.99"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 1b0de4c..b62b783 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2034/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,349,785.33",3414.10%
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,457,087.41",154.58%
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,943,928.71",74.89%
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,352,569.17",3414.16%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,457,941.45",154.59%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$91,178,297.40",75.08%
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00",38.12%
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,607.24",33.10%
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.91",31.99%
-7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,968.89",10.41%
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,293.01",7.98%
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,976.69",4.46%
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,881,549.27",2.75%
-11,460,Other support services,"$116,743,407.01","$2,064,036.56",1.77%
-12,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$17,125,638.91",1.77%
-13,224,Nonferrous forging,"$17,187,170.89","$302,153.56",1.76%
-14,223,Iron and steel forging,"$52,274,449.17","$877,287.92",1.68%
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,911,606.26",1.64%
-16,134,Prefabricated wood building manufacturing,"$6,341,600.48","$97,823.62",1.54%
-17,21,Coal mining,"$2,911,704,202.57","$44,403,176.11",1.52%
-18,254,Construction machinery manufacturing,"$33,431,733.61","$452,488.61",1.35%
-19,129,Wood windows and door manufacturing,"$6,006,154.37","$78,147.86",1.30%
-20,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,240.34",1.30%
-21,457,Investigation and security services,"$59,623,127.89","$707,510.31",1.19%
-22,454,Employment services,"$387,522,663.46","$4,577,728.81",1.18%
-23,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,048.51",1.16%
-24,455,Business support services,"$81,622,923.15","$875,853.57",1.07%
-25,199,Other concrete product manufacturing,"$20,536,708.26","$218,001.43",1.06%
-26,453,Facilities support services,"$18,809,929.65","$192,426.91",1.02%
-27,197,Concrete block and brick manufacturing,"$4,381,689.69","$44,726.91",1.02%
-28,451,Management of companies and enterprises,"$529,170,690.74","$5,200,125.21",0.98%
-29,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$5,112,504.91",0.90%
-30,399,Truck transportation,"$1,193,488,141.88","$9,741,334.80",0.82%
-31,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$4,521,090.46",0.81%
-32,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$43,639.12",0.81%
-33,440,Specialized design services,"$35,933,528.26","$287,742.96",0.80%
-34,26,Stone mining and quarrying,"$31,976,061.34","$240,737.44",0.75%
-35,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,085,241.95",0.73%
-36,337,Aircraft manufacturing,"$86,772,712.07","$614,296.84",0.71%
-37,403,Couriers and messengers,"$213,253,723.63","$1,504,700.69",0.71%
-38,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$612,779.02",0.69%
-39,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$535,028.28",0.69%
-40,508,Postal service,"$125,450,187.77","$821,388.76",0.65%
-41,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$589,986.53",0.64%
-42,447,"Advertising, public relations, and related services","$76,206,587.86","$468,089.60",0.61%
-43,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$3,467,624.75",0.60%
-44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,424,192.78",0.58%
-45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$3,190,067.57",0.56%
-46,418,"Data processing, hosting, and related services","$291,048,307.59","$1,604,272.68",0.55%
-47,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$4,346,358.36",0.53%
-48,432,Automotive equipment rental and leasing,"$102,405,091.42","$545,867.15",0.53%
-49,437,Legal services,"$411,686,987.07","$2,180,246.32",0.53%
-50,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$814,528.97",0.53%
-51,498,Personal and household goods repair and maintenance,"$109,517,563.73","$562,806.65",0.51%
-52,413,Radio and television broadcasting,"$128,460,835.20","$660,022.63",0.51%
-53,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$576,710.02",0.51%
-54,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,621,717.60",0.50%
-55,452,Office administrative services,"$121,416,424.85","$605,857.02",0.50%
-56,448,Photographic services,"$6,946,918.71","$34,280.18",0.49%
-57,42,Electric power transmission and distribution,"$1,117,279,919.78","$5,467,748.18",0.49%
-58,479,Commercial Sports Except Racing,"$3,476,338.42","$16,990.06",0.49%
-59,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,276,230.20",0.48%
-60,406,Periodical publishers,"$16,212,170.93","$78,363.62",0.48%
-61,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,529,420.40",0.47%
-62,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,427,676.27",0.46%
-63,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,005,255.24",0.45%
-64,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$6,230,847.46",0.45%
-65,458,Services to buildings,"$210,863,686.06","$953,971.35",0.45%
-66,505,Business and professional associations,"$86,788,585.52","$390,556.71",0.45%
-67,509,Federal electric utilities,"$17,146,395.42","$76,356.40",0.45%
-68,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$566,425.97",0.44%
-69,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,347,332.49",0.44%
-70,43,Natural gas distribution,"$226,004,592.60","$1,001,245.04",0.44%
-71,487,Fitness and recreational sports centers,"$47,685,531.12","$208,752.54",0.44%
-72,431,Owner-occupied housing,"$4,444,497,247.52","$19,308,354.89",0.43%
-73,492,Limited-service restaurants,"$1,041,352,547.93","$4,521,316.55",0.43%
-74,414,Cable and other subscription programming,"$23,580,404.28","$102,048.87",0.43%
-75,404,Warehousing and storage,"$190,282,196.62","$820,591.43",0.43%
-76,408,"Directory, mailing list, and other publishers","$4,955,701.45","$21,162.14",0.43%
-77,466,Offices of dentists,"$271,899,263.02","$1,160,559.57",0.43%
-78,472,Hospitals,"$775,130,452.97","$3,287,278.69",0.42%
-79,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$4,177,472.28",0.42%
-80,499,Personal care services,"$105,986,766.41","$447,712.93",0.42%
-81,390,Retail - Health and personal care stores,"$189,122,051.74","$795,711.50",0.42%
-82,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$530,547.30",0.41%
-83,396,Air transportation,"$185,983,832.23","$764,126.55",0.41%
-84,495,Car washes,"$60,896,626.31","$249,899.18",0.41%
-85,462,Elementary and secondary schools,"$34,238,275.96","$140,479.39",0.41%
-86,425,Direct life insurance carriers,"$42,208,644.52","$171,993.92",0.41%
-87,394,Retail - General merchandise stores,"$553,647,942.57","$2,255,560.38",0.41%
-88,491,Full-service restaurants,"$957,773,115.52","$3,895,678.50",0.41%
-89,387,Retail - Electronics and appliance stores,"$60,211,745.28","$244,821.05",0.41%
-90,410,Software publishers,"$184,892,079.62","$748,972.14",0.41%
-91,515,Local government electric utilities,"$7,801,045.18","$31,157.73",0.40%
-92,389,Retail - Food and beverage stores,"$517,469,128.57","$2,062,472.50",0.40%
-93,475,Individual and family services,"$223,584,092.68","$885,600.56",0.40%
-94,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$898,586.92",0.40%
-95,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$33,529.49",0.39%
-96,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$2,638,187.27",0.39%
-97,443,"Other computer related services, including facilities management","$44,926,337.84","$174,707.53",0.39%
-98,514,Local government passenger transit,"$2,981,749.49","$11,539.05",0.39%
-99,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$95,118.48",0.39%
-100,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$958,506.24",0.39%
-101,484,Amusement parks and arcades,"$8,147,368.71","$31,273.04",0.38%
-102,478,Performing arts companies,"$63,413,148.22","$241,951.88",0.38%
-103,461,Waste management and remediation services,"$225,632,059.53","$856,226.00",0.38%
-104,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$18,237.24",0.38%
-105,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$783,475.03",0.37%
-106,400,Transit and ground passenger transportation,"$87,175,571.40","$325,663.35",0.37%
-107,459,Landscape and horticultural services,"$275,016,411.40","$1,007,176.71",0.37%
-108,465,Offices of physicians,"$740,188,232.97","$2,705,893.90",0.37%
-109,510,Other federal government enterprises,"$1,867,051.07","$6,688.23",0.36%
-110,502,Other personal services,"$178,806,274.18","$640,098.92",0.36%
-111,503,Religious organizations,"$135,764,739.85","$485,302.69",0.36%
-112,426,"Insurance carriers, except direct life","$545,149,698.92","$1,936,037.70",0.36%
-113,405,Newspaper publishers,"$75,385,661.65","$264,525.67",0.35%
-114,506,Labor and civic organizations,"$105,944,986.89","$369,516.77",0.35%
-115,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$395,319.35",0.35%
-116,507,Private households,"$17,924,890.71","$61,831.08",0.34%
-117,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$861,669.01",0.34%
-118,424,Other financial investment activities,"$1,738,609,271.81","$5,960,019.36",0.34%
-119,473,Nursing and community care facilities,"$273,693,670.49","$921,113.72",0.34%
-120,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$2,447,345.10",0.34%
-121,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,483.46",0.33%
-122,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$45,371.83",0.33%
-123,44,"Water, sewage and other systems","$21,303,485.72","$71,147.51",0.33%
-124,439,"Architectural, engineering, and related services","$663,216,940.93","$2,189,232.20",0.33%
-125,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$240,940.39",0.33%
-126,481,"Independent artists, writers, and performers","$137,990,888.93","$451,922.34",0.33%
-127,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$758,798.52",0.32%
-128,221,Custom roll forming,"$23,817,580.17","$76,624.56",0.32%
-129,476,Child day care services,"$173,556,969.71","$553,255.10",0.32%
-130,449,Veterinary services,"$101,826,770.30","$324,045.93",0.32%
-131,464,Other educational services,"$276,105,016.01","$864,103.81",0.31%
-132,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$438,160.31",0.31%
-133,468,Outpatient care centers,"$330,858,673.33","$1,021,447.75",0.31%
-134,493,All other food and drinking places,"$603,532,483.05","$1,856,562.52",0.31%
-135,444,Management consulting services,"$251,198,056.46","$767,916.96",0.31%
-136,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$564,714.10",0.30%
-137,516,Other local government enterprises,"$776,177,579.59","$2,333,395.70",0.30%
-138,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,024,559.90",0.30%
-139,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$3,214,617.63",0.30%
-140,513,Other state government enterprises,"$14,156,836.55","$41,053.16",0.29%
-141,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$351,573.99",0.29%
-142,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$401,457.51",0.28%
-143,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$126,193.22",0.28%
-144,3,Vegetable and melon farming,"$6,609,930.97","$18,205.88",0.28%
-145,398,Water transportation,"$11,961,984.14","$32,778.46",0.27%
-146,104,Tobacco manufacturing,"$6,603,883.06","$17,921.48",0.27%
-147,415,Wired telecommunications carriers,"$765,674,352.28","$2,065,319.43",0.27%
-148,429,Other real estate,"$4,970,388,101.43","$13,172,747.62",0.27%
-149,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$12,949.92",0.26%
-150,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,797.38",0.26%
-151,469,Medical and diagnostic laboratories,"$105,938,912.27","$273,926.16",0.26%
-152,242,Metal coating and nonprecious engraving,"$8,101,071.47","$20,877.93",0.26%
-153,430,Tenant-occupied housing,"$1,046,341,198.42","$2,618,357.78",0.25%
-154,500,Death care services,"$46,286,967.10","$114,573.93",0.25%
-155,411,Motion picture and video industries,"$109,931,494.98","$270,818.71",0.25%
-156,201,Gypsum product manufacturing,"$62,726,288.59","$150,383.71",0.24%
-157,4,Fruit farming,"$384,884.42",$922.50,0.24%
-158,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,235.10",0.24%
-159,174,Explosives manufacturing,"$52,050,877.00","$117,557.97",0.23%
-160,239,Machine shops,"$129,567,269.37","$291,887.05",0.23%
-161,471,Other ambulatory health care services,"$103,224,782.99","$227,345.32",0.22%
-162,195,Cement manufacturing,"$132,407,672.79","$291,583.97",0.22%
-163,467,Offices of other health practitioners,"$364,689,970.79","$786,361.51",0.22%
-164,229,Plate work manufacturing,"$7,212,949.34","$15,458.44",0.21%
-165,470,Home health care services,"$73,759,567.90","$156,723.48",0.21%
-166,391,Retail - Gasoline stores,"$487,933,166.50","$1,027,008.32",0.21%
-167,501,Dry-cleaning and laundry services,"$83,675,246.11","$173,042.98",0.21%
-168,486,Other amusement and recreation industries,"$263,123,626.14","$518,211.05",0.20%
-169,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$2,739.25",0.19%
-170,139,Paperboard container manufacturing,"$2,219,895.78","$4,112.75",0.19%
-171,407,Book publishers,"$8,704,740.33","$16,004.28",0.18%
-172,485,Gambling industries (except casino hotels),"$417,593,840.35","$695,363.43",0.17%
-173,125,Wood preservation,"$25,246,163.52","$41,764.02",0.17%
-174,37,Electric power generation - Solar,"$4,333,055.09","$7,030.84",0.16%
-175,38,Electric power generation - Wind,"$185,428,436.16","$300,877.13",0.16%
-176,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$3,117,021.31",0.16%
-177,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,058.21",0.16%
-178,488,Bowling centers,"$21,593,225.39","$33,241.67",0.15%
-179,480,Racing and Track Operation,"$6,801,162.46","$10,341.25",0.15%
-180,27,Sand and gravel mining,"$216,223,131.49","$314,784.05",0.15%
-181,442,Computer systems design services,"$304,936,867.78","$419,113.14",0.14%
-182,434,Video tape and disc rental,"$3,473,473.59","$4,727.83",0.14%
-183,144,Printing,"$57,542,256.23","$75,614.35",0.13%
-184,368,Sign manufacturing,"$23,533,228.46","$29,977.43",0.13%
-185,397,Rail transportation,"$1,846,923,315.97","$2,224,235.40",0.12%
-186,124,Sawmills,"$141,329,754.94","$169,384.54",0.12%
-187,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$5,061.08",0.12%
-188,456,Travel arrangement and reservation services,"$498,338,395.79","$541,737.87",0.11%
-189,16,Commercial logging,"$38,196,492.13","$39,079.70",0.10%
-190,146,Petroleum refineries,"$6,572,475,454.77","$6,619,677.08",0.10%
-191,226,Handtool manufacturing,"$14,510,909.57","$14,595.04",0.10%
-192,220,Nonferrous metal foundries,"$16,365,994.89","$15,647.23",0.10%
-193,100,Manufactured ice,"$3,942,329.02","$3,675.46",0.09%
-194,490,Other accommodations,"$130,132,793.65","$118,611.59",0.09%
-195,228,Fabricated structural metal manufacturing,"$108,558,620.40","$95,591.30",0.09%
-196,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,562.73",0.09%
-197,238,Spring and wire product manufacturing,"$10,164,502.90","$8,547.82",0.08%
-198,235,Metal cans manufacturing,"$84,837,591.04","$67,127.13",0.08%
-199,446,Scientific research and development services,"$1,017,623,425.88","$758,652.04",0.07%
-200,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$8,196.01",0.07%
-201,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,456.44",0.07%
-202,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$61,304.67",0.07%
-203,445,Environmental and other technical consulting services,"$1,027,018,118.68","$703,145.44",0.07%
-204,441,Custom computer programming services,"$266,955,199.74","$175,046.36",0.07%
-205,32,Metal mining services,"$40,137,198.28","$26,229.56",0.07%
-206,175,Custom compounding of purchased resins,"$17,576,678.87","$11,181.63",0.06%
-207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$50,782.79",0.06%
-208,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$47,095.87",0.05%
-209,185,Other plastics product manufacturing,"$54,262,105.84","$28,495.61",0.05%
-210,99,Bottled and canned soft drinks and water,"$177,852,624.62","$93,164.15",0.05%
-211,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,099.85",0.05%
-212,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,617.43",0.05%
-213,10,All other crop farming,"$163,550,998.97","$81,483.13",0.05%
-214,18,Commercial hunting and trapping,"$23,256,232.55","$11,470.34",0.05%
-215,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$78,048.73",0.04%
-216,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$51,804.49",0.04%
-217,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$13,735.83",0.04%
-218,251,Other fabricated metal manufacturing,"$30,533,977.78","$11,067.68",0.04%
-219,20,Oil and gas extraction,"$4,984,035,362.50","$1,639,444.92",0.03%
-220,401,Pipeline transportation,"$1,611,889,849.10","$500,967.70",0.03%
-221,329,Travel trailer and camper manufacturing,"$11,059,948.62","$3,429.92",0.03%
-222,102,Wineries,"$2,616,541.19",$758.73,0.03%
-223,13,Poultry and egg production,"$69,842,214.62","$18,286.94",0.03%
-224,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,253.99",0.03%
-225,231,Sheet metal work manufacturing,"$2,174,657.13",$517.49,0.02%
-226,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,015.73",0.02%
-227,101,Breweries,"$54,815,146.01","$12,398.02",0.02%
-228,19,Support activities for agriculture and forestry,"$44,762,204.87","$10,123.53",0.02%
-229,116,Other textile product mills,"$18,711,047.72","$4,026.18",0.02%
-230,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,352.20",0.02%
-231,79,Fluid milk manufacturing,"$4,900,848.36",$982.93,0.02%
-232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$143.20,0.02%
-233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$7,239.01",0.02%
-234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$11,119.16",0.02%
-235,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$85,461.19",0.02%
-236,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$524.66,0.01%
-237,2,Grain farming,"$130,099,289.43","$18,093.03",0.01%
-238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,230.19",0.01%
-239,265,Industrial mold manufacturing,"$419,356.03",$48.30,0.01%
-240,151,Petrochemical manufacturing,"$673,077,918.86","$76,688.06",0.01%
-241,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$13,256.50",0.01%
-242,59,Other animal food manufacturing,"$23,797,093.38","$2,679.39",0.01%
-243,85,Meat processed from carcasses,"$59,683,965.53","$6,430.52",0.01%
-244,370,Musical instrument manufacturing,"$937,638.70",$100.08,0.01%
-245,15,"Forestry, forest products, and timber tract production","$319,991.92",$33.95,0.01%
-246,188,Other rubber product manufacturing,"$4,573,849.57",$481.86,0.01%
-247,62,Malt manufacturing,"$10,977,359.34","$1,137.11",0.01%
-248,373,Burial casket manufacturing,"$6,137,323.55",$632.06,0.01%
-249,66,Breakfast cereal manufacturing,"$8,312,290.22",$804.86,0.01%
-250,93,Other snack food manufacturing,"$10,656,196.90","$1,028.61",0.01%
-251,354,Custom architectural woodwork and millwork,"$78,271.86",$7.37,0.01%
-252,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$606.47,0.01%
-253,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,332.15",0.01%
-254,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$571.34,0.01%
-255,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,678.91",0.01%
-256,311,Lighting fixture manufacturing,"$8,501,584.76",$694.11,0.01%
-257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$1,799.31",0.01%
-258,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$47,716.01",0.01%
-259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$819.59,0.01%
-260,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,587.52",0.01%
-261,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$10,754.39",0.01%
-262,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$92.90,0.01%
-263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$5,405.25",0.01%
-264,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$204.55,0.01%
-265,84,"Animal, except poultry, slaughtering","$216,958,801.29","$11,028.42",0.01%
-266,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,000.24",0.00%
-267,353,Wood office furniture manufacturing,"$616,006.76",$28.68,0.00%
-268,9,Sugarcane and sugar beet farming,"$62,280,333.14","$2,897.54",0.00%
-269,358,Blind and shade manufacturing,"$111,215.22",$5.15,0.00%
-270,260,All other industrial machinery manufacturing,"$303,218.25",$13.71,0.00%
-271,94,Coffee and tea manufacturing,"$30,751,047.34","$1,388.39",0.00%
-272,67,Beet sugar manufacturing,"$209,970,196.03","$8,721.91",0.00%
-273,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.53,0.00%
-274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$83.16,0.00%
-275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$327.40,0.00%
-276,24,Gold ore and silver ore mining,"$40,475,210.09","$1,436.56",0.00%
-277,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,806.28",0.00%
-278,97,Spice and extract manufacturing,"$12,042,344.87",$411.15,0.00%
-279,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$106.44,0.00%
-280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$31.17,0.00%
-281,173,Printing ink manufacturing,"$6,373,572.26",$167.89,0.00%
-282,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$138.01,0.00%
-283,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$26,185.11",0.00%
-284,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$4,891.93",0.00%
-285,58,Dog and cat food manufacturing,"$23,319,111.08",$592.26,0.00%
-286,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$11,410.80",0.00%
-287,302,Automatic environmental control manufacturing,"$4,809,195.11",$109.96,0.00%
-288,86,Rendering and meat byproduct processing,"$169,552.02",$3.76,0.00%
-289,118,Cut and sew apparel contractors,"$624,247.24",$13.72,0.00%
-290,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$231.52,0.00%
-291,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$177.91,0.00%
-292,292,Other communications equipment manufacturing,"$381,770.64",$7.87,0.00%
-293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,217.36",0.00%
-294,122,Footwear manufacturing,"$1,145,231.54",$20.45,0.00%
-295,247,Small arms ammunition manufacturing,"$130,897.97",$2.27,0.00%
-296,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$27,822.67",0.00%
-297,121,Leather and hide tanning and finishing,"$1,328,163.62",$21.40,0.00%
-298,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$263.97,0.00%
-299,113,Curtain and linen mills,"$612,878.58",$9.41,0.00%
-300,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$215.69,0.00%
-301,123,Other leather and allied product manufacturing,"$17,594,328.12",$258.94,0.00%
-302,12,Dairy cattle and milk production,"$62,699,899.43",$831.14,0.00%
-303,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$16,789.14",0.00%
-304,114,Textile bag and canvas mills,"$11,730,951.51",$149.71,0.00%
-305,31,Support activities for oil and gas operations,"$1,698,256,439.85","$21,227.50",0.00%
-306,103,Distilleries,"$59,042,281.71",$658.52,0.00%
-307,172,Toilet preparation manufacturing,"$51,736,916.86",$569.67,0.00%
-308,363,Dental laboratories,"$2,922,984.08",$30.93,0.00%
-309,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$32.25,0.00%
-310,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$741.79,0.00%
-311,1,Oilseed farming,"$938,686.11",$7.18,0.00%
-312,33,Other nonmetallic minerals services,"$83,884,373.37",$637.99,0.00%
-313,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$273.18,0.00%
-314,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$7.70,0.00%
-315,105,"Fiber, yarn, and thread mills","$13,455,310.58",$77.44,0.00%
-316,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$55.65,0.00%
-317,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$20.00,0.00%
-318,109,Knit fabric mills,"$9,334,399.88",$36.32,0.00%
-319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$90.17,0.00%
-320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.49,0.00%
-321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$68.02,0.00%
-322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$8.77,0.00%
-323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.46,0.00%
-324,25,Other metal ore mining,"$65,796,499.90",$97.92,0.00%
-325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$41.29,0.00%
-326,30,Drilling oil and gas wells,"$252,242,568.28",$105.62,0.00%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,609.29",33.10%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,433.71",31.99%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,980.71",10.41%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,294.89",7.98%
+9,21,Coal mining,"$2,911,704,202.57","$131,846,516.29",4.53%
+10,198,Concrete pipe manufacturing,"$4,169,914.39","$186,703.87",4.48%
+11,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$10,227,732.86",2.85%
+12,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$19,671,928.43",2.03%
+13,460,Other support services,"$116,743,407.01","$2,125,203.27",1.82%
+14,224,Nonferrous forging,"$17,187,170.89","$302,420.34",1.76%
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$5,034,420.19",1.68%
+16,223,Iron and steel forging,"$52,274,449.17","$878,043.83",1.68%
+17,134,Prefabricated wood building manufacturing,"$6,341,600.48","$98,847.10",1.56%
+18,254,Construction machinery manufacturing,"$33,431,733.61","$478,484.28",1.43%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$79,768.23",1.33%
+20,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,372.04",1.30%
+21,457,Investigation and security services,"$59,623,127.89","$739,213.51",1.24%
+22,451,Management of companies and enterprises,"$529,170,690.74","$6,552,097.01",1.24%
+23,454,Employment services,"$387,522,663.46","$4,778,978.84",1.23%
+24,26,Stone mining and quarrying,"$31,976,061.34","$382,036.79",1.19%
+25,455,Business support services,"$81,622,923.15","$955,092.30",1.17%
+26,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,051.47",1.16%
+27,197,Concrete block and brick manufacturing,"$4,381,689.69","$47,671.43",1.09%
+28,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$6,040,086.15",1.08%
+29,199,Other concrete product manufacturing,"$20,536,708.26","$219,610.17",1.07%
+30,453,Facilities support services,"$18,809,929.65","$195,753.84",1.04%
+31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$53,324.26",0.99%
+32,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$5,344,572.04",0.94%
+33,399,Truck transportation,"$1,193,488,141.88","$10,551,445.51",0.88%
+34,440,Specialized design services,"$35,933,528.26","$306,261.14",0.85%
+35,403,Couriers and messengers,"$213,253,723.63","$1,688,277.90",0.79%
+36,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$679,195.84",0.77%
+37,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,161,379.89",0.76%
+38,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$99,980.00",0.74%
+39,508,Postal service,"$125,450,187.77","$914,845.62",0.73%
+40,337,Aircraft manufacturing,"$86,772,712.07","$614,297.96",0.71%
+41,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$535,821.13",0.69%
+42,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$631,577.88",0.69%
+43,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$3,910,173.40",0.68%
+44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,651,529.34",0.68%
+45,447,"Advertising, public relations, and related services","$76,206,587.86","$508,248.89",0.67%
+46,174,Explosives manufacturing,"$52,050,877.00","$344,023.63",0.66%
+47,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$3,669,609.62",0.65%
+48,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$4,209,328.00",0.63%
+49,498,Personal and household goods repair and maintenance,"$109,517,563.73","$682,042.60",0.62%
+50,437,Legal services,"$411,686,987.07","$2,516,329.55",0.61%
+51,42,Electric power transmission and distribution,"$1,117,279,919.78","$6,805,867.51",0.61%
+52,432,Automotive equipment rental and leasing,"$102,405,091.42","$615,158.51",0.60%
+53,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$4,843,269.29",0.60%
+54,418,"Data processing, hosting, and related services","$291,048,307.59","$1,709,861.32",0.59%
+55,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$892,247.97",0.58%
+56,452,Office administrative services,"$121,416,424.85","$683,813.17",0.56%
+57,413,Radio and television broadcasting,"$128,460,835.20","$721,288.59",0.56%
+58,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,474,203.29",0.56%
+59,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$631,567.09",0.56%
+60,509,Federal electric utilities,"$17,146,395.42","$95,398.75",0.56%
+61,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$5,475,884.44",0.55%
+62,448,Photographic services,"$6,946,918.71","$38,400.56",0.55%
+63,458,Services to buildings,"$210,863,686.06","$1,150,495.90",0.55%
+64,479,Commercial Sports Except Racing,"$3,476,338.42","$18,821.28",0.54%
+65,406,Periodical publishers,"$16,212,170.93","$86,450.14",0.53%
+66,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,715,834.21",0.53%
+67,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,658,677.04",0.53%
+68,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,824,285.09",0.53%
+69,505,Business and professional associations,"$86,788,585.52","$458,149.76",0.53%
+70,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$7,203,792.89",0.53%
+71,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,160,585.82",0.53%
+72,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,734,332.90",0.52%
+73,515,Local government electric utilities,"$7,801,045.18","$38,921.59",0.50%
+74,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$630,129.35",0.49%
+75,487,Fitness and recreational sports centers,"$47,685,531.12","$234,872.35",0.49%
+76,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$23,737.03",0.49%
+77,431,Owner-occupied housing,"$4,444,497,247.52","$21,795,272.13",0.49%
+78,408,"Directory, mailing list, and other publishers","$4,955,701.45","$24,174.90",0.49%
+79,492,Limited-service restaurants,"$1,041,352,547.93","$5,074,530.12",0.49%
+80,43,Natural gas distribution,"$226,004,592.60","$1,095,274.97",0.48%
+81,466,Offices of dentists,"$271,899,263.02","$1,309,271.56",0.48%
+82,472,Hospitals,"$775,130,452.97","$3,709,646.89",0.48%
+83,390,Retail - Health and personal care stores,"$189,122,051.74","$902,012.68",0.48%
+84,499,Personal care services,"$105,986,766.41","$505,237.93",0.48%
+85,414,Cable and other subscription programming,"$23,580,404.28","$111,951.40",0.47%
+86,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$605,511.59",0.47%
+87,404,Warehousing and storage,"$190,282,196.62","$894,217.68",0.47%
+88,462,Elementary and secondary schools,"$34,238,275.96","$158,694.97",0.46%
+89,387,Retail - Electronics and appliance stores,"$60,211,745.28","$278,375.87",0.46%
+90,425,Direct life insurance carriers,"$42,208,644.52","$194,271.62",0.46%
+91,394,Retail - General merchandise stores,"$553,647,942.57","$2,547,355.92",0.46%
+92,396,Air transportation,"$185,983,832.23","$855,125.37",0.46%
+93,495,Car washes,"$60,896,626.31","$279,106.11",0.46%
+94,424,Other financial investment activities,"$1,738,609,271.81","$7,944,891.72",0.46%
+95,491,Full-service restaurants,"$957,773,115.52","$4,375,375.98",0.46%
+96,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,022,953.00",0.45%
+97,389,Retail - Food and beverage stores,"$517,469,128.57","$2,331,742.75",0.45%
+98,475,Individual and family services,"$223,584,092.68","$1,000,004.27",0.45%
+99,410,Software publishers,"$184,892,079.62","$818,811.59",0.44%
+100,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$3,220,079.16",0.44%
+101,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,085,946.64",0.44%
+102,459,Landscape and horticultural services,"$275,016,411.40","$1,196,426.91",0.44%
+103,484,Amusement parks and arcades,"$8,147,368.71","$35,277.16",0.43%
+104,461,Waste management and remediation services,"$225,632,059.53","$975,246.20",0.43%
+105,478,Performing arts companies,"$63,413,148.22","$273,599.94",0.43%
+106,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$36,592.41",0.43%
+107,514,Local government passenger transit,"$2,981,749.49","$12,821.09",0.43%
+108,443,"Other computer related services, including facilities management","$44,926,337.84","$191,386.34",0.43%
+109,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$882,605.11",0.42%
+110,510,Other federal government enterprises,"$1,867,051.07","$7,785.89",0.42%
+111,400,Transit and ground passenger transportation,"$87,175,571.40","$361,787.48",0.42%
+112,465,Offices of physicians,"$740,188,232.97","$3,053,448.52",0.41%
+113,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$461,953.85",0.41%
+114,502,Other personal services,"$178,806,274.18","$722,438.23",0.40%
+115,503,Religious organizations,"$135,764,739.85","$547,951.62",0.40%
+116,426,"Insurance carriers, except direct life","$545,149,698.92","$2,199,539.89",0.40%
+117,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$99,202.40",0.40%
+118,439,"Architectural, engineering, and related services","$663,216,940.93","$2,615,458.54",0.39%
+119,506,Labor and civic organizations,"$105,944,986.89","$416,999.37",0.39%
+120,507,Private households,"$17,924,890.71","$69,857.63",0.39%
+121,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$967,486.06",0.39%
+122,405,Newspaper publishers,"$75,385,661.65","$289,499.55",0.38%
+123,473,Nursing and community care facilities,"$273,693,670.49","$1,038,598.62",0.38%
+124,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$272,080.03",0.37%
+125,398,Water transportation,"$11,961,984.14","$44,122.81",0.37%
+126,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$855,537.88",0.37%
+127,44,"Water, sewage and other systems","$21,303,485.72","$77,891.35",0.37%
+128,481,"Independent artists, writers, and performers","$137,990,888.93","$500,962.32",0.36%
+129,476,Child day care services,"$173,556,969.71","$624,675.17",0.36%
+130,449,Veterinary services,"$101,826,770.30","$365,494.35",0.36%
+131,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$500,946.93",0.36%
+132,444,Management consulting services,"$251,198,056.46","$893,081.53",0.36%
+133,464,Other educational services,"$276,105,016.01","$975,275.13",0.35%
+134,468,Outpatient care centers,"$330,858,673.33","$1,152,778.25",0.35%
+135,493,All other food and drinking places,"$603,532,483.05","$2,088,744.20",0.35%
+136,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$637,660.55",0.34%
+137,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$3,628,328.66",0.34%
+138,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,496.54",0.33%
+139,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,136,913.91",0.33%
+140,516,Other local government enterprises,"$776,177,579.59","$2,580,632.88",0.33%
+141,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$396,370.09",0.32%
+142,221,Custom roll forming,"$23,817,580.17","$76,820.24",0.32%
+143,513,Other state government enterprises,"$14,156,836.55","$45,442.10",0.32%
+144,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$453,312.09",0.31%
+145,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$142,425.07",0.31%
+146,3,Vegetable and melon farming,"$6,609,930.97","$20,537.03",0.31%
+147,104,Tobacco manufacturing,"$6,603,883.06","$20,200.58",0.31%
+148,415,Wired telecommunications carriers,"$765,674,352.28","$2,274,498.56",0.30%
+149,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$14,713.42",0.30%
+150,429,Other real estate,"$4,970,388,101.43","$14,526,019.26",0.29%
+151,469,Medical and diagnostic laboratories,"$105,938,912.27","$309,212.00",0.29%
+152,430,Tenant-occupied housing,"$1,046,341,198.42","$2,951,528.60",0.28%
+153,500,Death care services,"$46,286,967.10","$129,147.06",0.28%
+154,411,Motion picture and video industries,"$109,931,494.98","$302,104.80",0.27%
+155,4,Fruit farming,"$384,884.42","$1,040.70",0.27%
+156,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,906.32",0.26%
+157,242,Metal coating and nonprecious engraving,"$8,101,071.47","$21,207.26",0.26%
+158,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,458.57",0.25%
+159,471,Other ambulatory health care services,"$103,224,782.99","$256,324.65",0.25%
+160,201,Gypsum product manufacturing,"$62,726,288.59","$153,442.94",0.24%
+161,467,Offices of other health practitioners,"$364,689,970.79","$887,644.57",0.24%
+162,470,Home health care services,"$73,759,567.90","$176,830.61",0.24%
+163,391,Retail - Gasoline stores,"$487,933,166.50","$1,167,164.70",0.24%
+164,501,Dry-cleaning and laundry services,"$83,675,246.11","$194,092.99",0.23%
+165,239,Machine shops,"$129,567,269.37","$296,236.71",0.23%
+166,195,Cement manufacturing,"$132,407,672.79","$301,387.40",0.23%
+167,486,Other amusement and recreation industries,"$263,123,626.14","$585,645.81",0.22%
+168,229,Plate work manufacturing,"$7,212,949.34","$15,709.98",0.22%
+169,407,Book publishers,"$8,704,740.33","$18,086.61",0.21%
+170,16,Commercial logging,"$38,196,492.13","$79,298.18",0.21%
+171,397,Rail transportation,"$1,846,923,315.97","$3,797,813.08",0.21%
+172,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$2,998.64",0.20%
+173,37,Electric power generation - Solar,"$4,333,055.09","$8,752.14",0.20%
+174,38,Electric power generation - Wind,"$185,428,436.16","$374,538.51",0.20%
+175,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$3,880,137.10",0.20%
+176,139,Paperboard container manufacturing,"$2,219,895.78","$4,204.84",0.19%
+177,485,Gambling industries (except casino hotels),"$417,593,840.35","$784,107.13",0.19%
+178,488,Bowling centers,"$21,593,225.39","$37,544.87",0.17%
+179,480,Racing and Track Operation,"$6,801,162.46","$11,673.34",0.17%
+180,125,Wood preservation,"$25,246,163.52","$43,236.32",0.17%
+181,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,068.90",0.16%
+182,27,Sand and gravel mining,"$216,223,131.49","$337,351.87",0.16%
+183,434,Video tape and disc rental,"$3,473,473.59","$5,335.72",0.15%
+184,442,Computer systems design services,"$304,936,867.78","$457,059.47",0.15%
+185,144,Printing,"$57,542,256.23","$82,316.91",0.14%
+186,368,Sign manufacturing,"$23,533,228.46","$32,536.70",0.14%
+187,456,Travel arrangement and reservation services,"$498,338,395.79","$672,440.85",0.13%
+188,146,Petroleum refineries,"$6,572,475,454.77","$8,714,593.41",0.13%
+189,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$5,461.12",0.13%
+190,124,Sawmills,"$141,329,754.94","$175,355.00",0.12%
+191,100,Manufactured ice,"$3,942,329.02","$4,144.04",0.11%
+192,490,Other accommodations,"$130,132,793.65","$133,974.67",0.10%
+193,226,Handtool manufacturing,"$14,510,909.57","$14,716.54",0.10%
+194,220,Nonferrous metal foundries,"$16,365,994.89","$15,662.59",0.10%
+195,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$110,624.62",0.09%
+196,228,Fabricated structural metal manufacturing,"$108,558,620.40","$96,707.71",0.09%
+197,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,718.80",0.09%
+198,238,Spring and wire product manufacturing,"$10,164,502.90","$8,634.42",0.08%
+199,446,Scientific research and development services,"$1,017,623,425.88","$832,432.33",0.08%
+200,445,Environmental and other technical consulting services,"$1,027,018,118.68","$839,753.81",0.08%
+201,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$9,279.72",0.08%
+202,235,Metal cans manufacturing,"$84,837,591.04","$67,256.61",0.08%
+203,441,Custom computer programming services,"$266,955,199.74","$192,509.15",0.07%
+204,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,636.56",0.07%
+205,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$62,124.29",0.07%
+206,175,Custom compounding of purchased resins,"$17,576,678.87","$11,732.52",0.07%
+207,32,Metal mining services,"$40,137,198.28","$26,705.07",0.07%
+208,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$53,110.24",0.06%
+209,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$51,581.65",0.06%
+210,99,Bottled and canned soft drinks and water,"$177,852,624.62","$105,046.40",0.06%
+211,10,All other crop farming,"$163,550,998.97","$94,329.31",0.06%
+212,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,867.83",0.06%
+213,18,Commercial hunting and trapping,"$23,256,232.55","$12,938.76",0.06%
+214,185,Other plastics product manufacturing,"$54,262,105.84","$29,456.50",0.05%
+215,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,106.44",0.05%
+216,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$80,042.88",0.05%
+217,20,Oil and gas extraction,"$4,984,035,362.50","$2,141,129.67",0.04%
+218,401,Pipeline transportation,"$1,611,889,849.10","$670,208.81",0.04%
+219,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$14,036.61",0.04%
+220,251,Other fabricated metal manufacturing,"$30,533,977.78","$11,358.06",0.04%
+221,329,Travel trailer and camper manufacturing,"$11,059,948.62","$3,878.50",0.04%
+222,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$176,281.11",0.03%
+223,102,Wineries,"$2,616,541.19",$856.14,0.03%
+224,13,Poultry and egg production,"$69,842,214.62","$20,634.03",0.03%
+225,19,Support activities for agriculture and forestry,"$44,762,204.87","$12,509.54",0.03%
+226,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,450.59",0.03%
+227,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,145.46",0.03%
+228,101,Breweries,"$54,815,146.01","$13,976.69",0.03%
+229,231,Sheet metal work manufacturing,"$2,174,657.13",$535.05,0.02%
+230,116,Other textile product mills,"$18,711,047.72","$4,280.97",0.02%
+231,79,Fluid milk manufacturing,"$4,900,848.36","$1,108.20",0.02%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$161.30,0.02%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$8,285.33",0.02%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$12,537.37",0.02%
+235,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,353.64",0.02%
+236,15,"Forestry, forest products, and timber tract production","$319,991.92",$62.96,0.02%
+237,2,Grain farming,"$130,099,289.43","$20,492.35",0.02%
+238,151,Petrochemical manufacturing,"$673,077,918.86","$104,486.15",0.02%
+239,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$569.59,0.02%
+240,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$25,519.30",0.02%
+241,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,384.27",0.01%
+242,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$16,395.53",0.01%
+243,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$92,053.97",0.01%
+244,188,Other rubber product manufacturing,"$4,573,849.57",$629.79,0.01%
+245,59,Other animal food manufacturing,"$23,797,093.38","$3,035.99",0.01%
+246,85,Meat processed from carcasses,"$59,683,965.53","$7,251.55",0.01%
+247,370,Musical instrument manufacturing,"$937,638.70",$113.28,0.01%
+248,265,Industrial mold manufacturing,"$419,356.03",$49.14,0.01%
+249,62,Malt manufacturing,"$10,977,359.34","$1,281.91",0.01%
+250,373,Burial casket manufacturing,"$6,137,323.55",$713.00,0.01%
+251,66,Breakfast cereal manufacturing,"$8,312,290.22",$907.77,0.01%
+252,93,Other snack food manufacturing,"$10,656,196.90","$1,159.48",0.01%
+253,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,644.46",0.01%
+254,354,Custom architectural woodwork and millwork,"$78,271.86",$7.57,0.01%
+255,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$627.52,0.01%
+256,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$607.61,0.01%
+257,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,679.95",0.01%
+258,311,Lighting fixture manufacturing,"$8,501,584.76",$707.19,0.01%
+259,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$2,006.82",0.01%
+260,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$924.02,0.01%
+261,155,Other basic organic chemical manufacturing,"$99,443,897.11","$7,163.24",0.01%
+262,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,601.08",0.01%
+263,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$103.47,0.01%
+264,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$229.38,0.01%
+265,84,"Animal, except poultry, slaughtering","$216,958,801.29","$12,430.76",0.01%
+266,9,Sugarcane and sugar beet farming,"$62,280,333.14","$3,284.66",0.01%
+267,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,084.97",0.01%
+268,358,Blind and shade manufacturing,"$111,215.22",$5.77,0.01%
+269,94,Coffee and tea manufacturing,"$30,751,047.34","$1,565.94",0.01%
+270,24,Gold ore and silver ore mining,"$40,475,210.09","$1,948.18",0.00%
+271,353,Wood office furniture manufacturing,"$616,006.76",$29.16,0.00%
+272,67,Beet sugar manufacturing,"$209,970,196.03","$9,835.36",0.00%
+273,260,All other industrial machinery manufacturing,"$303,218.25",$13.83,0.00%
+274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$93.77,0.00%
+275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$369.21,0.00%
+276,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.83,0.00%
+277,97,Spice and extract manufacturing,"$12,042,344.87",$463.54,0.00%
+278,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$120.02,0.00%
+279,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,945.73",0.00%
+280,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$36,216.19",0.00%
+281,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$35.06,0.00%
+282,31,Support activities for oil and gas operations,"$1,698,256,439.85","$50,321.67",0.00%
+283,58,Dog and cat food manufacturing,"$23,319,111.08",$668.27,0.00%
+284,173,Printing ink manufacturing,"$6,373,572.26",$174.85,0.00%
+285,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$5,016.08",0.00%
+286,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$12,850.11",0.00%
+287,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$139.04,0.00%
+288,86,Rendering and meat byproduct processing,"$169,552.02",$4.24,0.00%
+289,118,Cut and sew apparel contractors,"$624,247.24",$15.49,0.00%
+290,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$261.33,0.00%
+291,302,Automatic environmental control manufacturing,"$4,809,195.11",$112.74,0.00%
+292,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$182.58,0.00%
+293,292,Other communications equipment manufacturing,"$381,770.64",$8.21,0.00%
+294,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$31,617.75",0.00%
+295,122,Footwear manufacturing,"$1,145,231.54",$21.86,0.00%
+296,33,Other nonmetallic minerals services,"$83,884,373.37","$1,584.02",0.00%
+297,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,224.41",0.00%
+298,247,Small arms ammunition manufacturing,"$130,897.97",$2.43,0.00%
+299,121,Leather and hide tanning and finishing,"$1,328,163.62",$23.63,0.00%
+300,113,Curtain and linen mills,"$612,878.58",$10.46,0.00%
+301,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$238.39,0.00%
+302,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$264.96,0.00%
+303,123,Other leather and allied product manufacturing,"$17,594,328.12",$273.92,0.00%
+304,12,Dairy cattle and milk production,"$62,699,899.43",$948.66,0.00%
+305,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$18,640.73",0.00%
+306,114,Textile bag and canvas mills,"$11,730,951.51",$169.05,0.00%
+307,103,Distilleries,"$59,042,281.71",$742.09,0.00%
+308,172,Toilet preparation manufacturing,"$51,736,916.86",$641.69,0.00%
+309,363,Dental laboratories,"$2,922,984.08",$34.89,0.00%
+310,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$32.58,0.00%
+311,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$750.79,0.00%
+312,1,Oilseed farming,"$938,686.11",$8.23,0.00%
+313,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$308.08,0.00%
+314,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$8.07,0.00%
+315,105,"Fiber, yarn, and thread mills","$13,455,310.58",$85.91,0.00%
+316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$22.41,0.00%
+317,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$56.19,0.00%
+318,109,Knit fabric mills,"$9,334,399.88",$41.09,0.00%
+319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$96.53,0.00%
+320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.90,0.00%
+321,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$9.78,0.00%
+322,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$69.89,0.00%
+323,25,Other metal ore mining,"$65,796,499.90",$153.82,0.00%
+324,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.67,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$44.55,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$198.26,0.00%
 327,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
 328,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
 329,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
 330,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
 331,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
 332,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
-333,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
-334,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
-335,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
-336,98,All other food manufacturing,$0.00,$0.00,0.00%
-337,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
-338,268,Machine tool manufacturing,$0.00,$0.00,0.00%
-339,237,Hardware manufacturing,$0.00,$0.00,0.00%
-340,357,Mattress manufacturing,$0.00,$0.00,0.00%
-341,91,Tortilla manufacturing,$0.00,$0.00,0.00%
-342,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
-343,200,Lime manufacturing,$0.00,$0.00,0.00%
-344,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
-345,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
-346,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
-347,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
-348,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
-349,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
-350,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
-351,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-352,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
-353,191,Flat glass manufacturing,$0.00,$0.00,0.00%
-354,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
-355,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
-356,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
-357,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
-358,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
-359,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
-360,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
-361,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
-362,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
-363,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
-364,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
-365,193,Glass container manufacturing,$0.00,$0.00,0.00%
-366,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
-367,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
-368,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
-369,137,Paper mills,$0.00,$0.00,0.00%
-370,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
-371,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
-372,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
-373,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
-374,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
-375,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
-376,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
-377,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
-378,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
-379,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
-380,511,State government passenger transit,$0.00,$0.00,0.00%
-381,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
-382,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-383,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
-384,141,Stationery product manufacturing,$0.00,$0.00,0.00%
-385,83,Poultry processing,$0.00,$0.00,0.00%
-386,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
-387,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
-388,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
-389,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
-390,8,Cotton farming,$0.00,$0.00,0.00%
-391,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
-392,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
-393,61,Rice milling,$0.00,$0.00,0.00%
-394,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
-395,111,Fabric coating mills,$0.00,$0.00,0.00%
-396,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
-397,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
-398,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
-399,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
-400,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
-401,412,Sound recording industries,$0.00,$0.00,0.00%
-402,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
-403,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
-404,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
-405,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
-406,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
-407,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
-408,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
-409,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
-410,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
-411,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
-412,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
-413,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
-414,23,Iron ore mining,$0.00,$0.00,0.00%
-415,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
-416,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
-417,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
-418,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
-419,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
-420,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
-421,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
-422,60,Flour milling,$0.00,$0.00,0.00%
-423,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
-424,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
-425,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
-426,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
-427,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
-428,77,Cheese manufacturing,$0.00,$0.00,0.00%
-429,409,Greeting card publishing,$0.00,$0.00,0.00%
-430,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
-431,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
-432,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
-433,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
-434,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
-435,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
-436,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
-437,168,Adhesive manufacturing,$0.00,$0.00,0.00%
-438,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
-439,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
-440,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-441,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
-442,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
-443,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
-444,145,Support activities for printing,$0.00,$0.00,0.00%
-445,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
-446,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
-447,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
-448,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
-449,5,Tree nut farming,$0.00,$0.00,0.00%
-450,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-451,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
-452,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
-453,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
-454,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
-455,138,Paperboard mills,$0.00,$0.00,0.00%
-456,7,Tobacco farming,$0.00,$0.00,0.00%
-457,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
-458,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
-459,117,Apparel knitting mills,$0.00,$0.00,0.00%
-460,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
-461,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
-462,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
-463,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
-464,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
-465,63,Wet corn milling,$0.00,$0.00,0.00%
-466,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
-467,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
-468,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
-469,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
-470,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
-471,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
-472,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
-473,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
-474,219,Ferrous metal foundries,$0.00,$0.00,0.00%
-475,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
-476,112,Carpet and rug mills,$0.00,$0.00,0.00%
-477,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
-478,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
-479,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
-480,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
-481,241,Metal heat treating,$0.00,$0.00,0.00%
-482,186,Tire manufacturing,$0.00,$0.00,0.00%
-483,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
-484,318,Battery manufacturing,$0.00,$0.00,0.00%
-485,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+333,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+334,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+335,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+336,237,Hardware manufacturing,$0.00,$0.00,0.00%
+337,145,Support activities for printing,$0.00,$0.00,0.00%
+338,200,Lime manufacturing,$0.00,$0.00,0.00%
+339,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+340,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+341,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+342,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+343,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+344,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+345,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+346,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+347,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+348,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+349,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+350,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+351,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+352,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+353,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+354,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+355,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+356,193,Glass container manufacturing,$0.00,$0.00,0.00%
+357,8,Cotton farming,$0.00,$0.00,0.00%
+358,137,Paper mills,$0.00,$0.00,0.00%
+359,412,Sound recording industries,$0.00,$0.00,0.00%
+360,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+361,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+362,138,Paperboard mills,$0.00,$0.00,0.00%
+363,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+364,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+365,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
+366,117,Apparel knitting mills,$0.00,$0.00,0.00%
+367,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+368,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+369,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+370,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+371,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+372,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+373,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+374,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+375,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+376,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+377,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+378,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+379,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+380,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+381,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+382,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+383,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+384,241,Metal heat treating,$0.00,$0.00,0.00%
+385,357,Mattress manufacturing,$0.00,$0.00,0.00%
+386,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+387,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+388,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+389,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+390,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+391,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+392,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+393,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+394,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+395,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+396,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+397,111,Fabric coating mills,$0.00,$0.00,0.00%
+398,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+399,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+400,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+401,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+402,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+403,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+404,17,Commercial fishing,$0.00,$0.00,0.00%
+405,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+406,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+407,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+408,98,All other food manufacturing,$0.00,$0.00,0.00%
+409,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+410,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+411,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+412,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+413,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+414,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+415,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+416,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+417,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+418,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+419,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+420,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+421,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+422,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+423,318,Battery manufacturing,$0.00,$0.00,0.00%
+424,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+425,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+426,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+427,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+428,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+429,161,Fertilizer mixing,$0.00,$0.00,0.00%
+430,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+431,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+432,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+433,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+434,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
+435,83,Poultry processing,$0.00,$0.00,0.00%
+436,7,Tobacco farming,$0.00,$0.00,0.00%
+437,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+438,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+439,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+440,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+441,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+442,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+443,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+444,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+445,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+446,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+447,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+448,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+449,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+450,60,Flour milling,$0.00,$0.00,0.00%
+451,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+452,23,Iron ore mining,$0.00,$0.00,0.00%
+453,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+454,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+455,61,Rice milling,$0.00,$0.00,0.00%
+456,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+457,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+458,63,Wet corn milling,$0.00,$0.00,0.00%
+459,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+460,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+461,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+462,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+463,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+464,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+465,511,State government passenger transit,$0.00,$0.00,0.00%
+466,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+467,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+468,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+469,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+470,328,Motor home manufacturing,$0.00,$0.00,0.00%
+471,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+472,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+473,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+474,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+475,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+476,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+477,5,Tree nut farming,$0.00,$0.00,0.00%
+478,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+479,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+480,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+481,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+482,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+483,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+484,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+485,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
 486,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
-487,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
-488,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
-489,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
-490,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
-491,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
-492,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
-493,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
-494,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
-495,41,Electric power generation - All other,$0.00,$0.00,0.00%
-496,328,Motor home manufacturing,$0.00,$0.00,0.00%
-497,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
-498,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
-499,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
-500,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
-501,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
-502,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
-503,161,Fertilizer mixing,$0.00,$0.00,0.00%
-504,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
-505,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
-506,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
-507,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
-508,17,Commercial fishing,$0.00,$0.00,0.00%
-509,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
-510,210,Steel wire drawing,$0.00,$0.00,0.00%
-511,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
-512,75,Canned specialties,$0.00,$0.00,0.00%
-513,343,Ship building and repairing,$0.00,$0.00,0.00%
-514,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
-515,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
-516,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
-517,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
-518,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
-519,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
-520,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
-521,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
-522,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
-523,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
-524,344,Boat building,$0.00,$0.00,0.00%
-525,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+487,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+488,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+489,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+490,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+491,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+492,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+493,77,Cheese manufacturing,$0.00,$0.00,0.00%
+494,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+495,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+496,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+497,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+498,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+499,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+500,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+501,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+502,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+503,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+504,186,Tire manufacturing,$0.00,$0.00,0.00%
+505,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+506,112,Carpet and rug mills,$0.00,$0.00,0.00%
+507,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+508,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+509,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+510,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+511,409,Greeting card publishing,$0.00,$0.00,0.00%
+512,41,Electric power generation - All other,$0.00,$0.00,0.00%
+513,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+514,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+515,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+516,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+517,75,Canned specialties,$0.00,$0.00,0.00%
+518,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+519,210,Steel wire drawing,$0.00,$0.00,0.00%
+520,343,Ship building and repairing,$0.00,$0.00,0.00%
+521,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+522,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+523,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+524,512,State government electric utilities,$0.00,$0.00,0.00%
+525,344,Boat building,$0.00,$0.00,0.00%
 526,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
-527,136,Pulp mills,$0.00,$0.00,0.00%
-528,512,State government electric utilities,$0.00,$0.00,0.00%
+527,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
+528,136,Pulp mills,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2034/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2034/occupation_impacts_table.csv
index bd605ad..4e7b2b8 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2034/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2034/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,92.07,88.14,"$11,587,029.87","$2,163,019.72","$13,750,049.59","205,584.55"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",18.30,17.61,"$2,932,481.12","$562,775.27","$3,495,256.39","39,505.02"
-11-3000,Operations Specialties Managers,48.67,47.26,"$7,375,712.39","$1,438,052.13","$8,813,764.52","104,777.16"
-11-9000,Other Management Occupations,153.07,147.45,"$10,875,773.25","$1,961,923.66","$12,837,696.91","331,825.68"
-13-1000,Business Operations Specialists,219.39,211.87,"$14,783,520.27","$2,727,395.37","$17,510,915.64","444,790.48"
-13-2000,Financial Specialists,46.10,44.55,"$3,747,180.18","$677,752.53","$4,424,932.71","92,386.79"
-15-1200,Computer Occupations,34.83,33.67,"$4,033,827.87","$752,689.53","$4,786,517.40","69,558.71"
-15-2000,Mathematical Science Occupations,2.36,2.28,"$287,706.33","$51,788.52","$339,494.85","4,690.37"
-17-1000,"Architects, Surveyors, and Cartographers",4.78,4.61,"$277,999.49","$48,664.29","$326,663.77","9,716.13"
-17-2000,Engineers,95.78,93.44,"$8,778,867.87","$1,777,088.00","$10,555,955.87","199,322.79"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.28,25.69,"$1,986,196.42","$403,069.32","$2,389,265.74","51,998.97"
-19-1000,Life Scientists,0.71,0.67,"$67,944.09","$11,680.34","$79,624.43","1,397.80"
-19-2000,Physical Scientists,0.97,0.94,"$116,456.33","$23,052.10","$139,508.43","1,951.28"
-19-3000,Social Scientists and Related Workers,0.48,0.44,"$45,051.92","$8,220.84","$53,272.75",876.61
-19-4000,"Life, Physical, and Social Science Technicians",1.39,1.35,"$107,995.26","$21,430.20","$129,425.46","2,582.21"
-19-5000,Occupational Health and Safety Specialists and Technicians,10.84,10.50,"$632,305.55","$119,490.64","$751,796.19","21,969.74"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",6.77,6.05,"$329,864.36","$62,334.43","$392,198.79","11,757.08"
-21-2000,Religious Workers,2.20,1.91,"$93,451.39","$13,580.96","$107,032.35","4,354.57"
-23-1000,"Lawyers, Judges, and Related Workers",4.27,4.10,"$682,239.91","$117,971.65","$800,211.56","9,146.75"
-23-2000,Legal Support Workers,2.44,2.33,"$134,540.71","$23,011.62","$157,552.33","4,397.46"
-25-1000,Postsecondary Teachers,1.11,1.01,"$72,272.88","$16,093.33","$88,366.22","1,663.46"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",3.94,3.46,"$150,296.97","$28,504.50","$178,801.48","6,686.63"
-25-3000,Other Teachers and Instructors,3.03,2.71,"$111,898.01","$22,254.76","$134,152.77","3,853.52"
-25-4000,"Librarians, Curators, and Archivists",0.17,0.15,"$8,243.34","$1,405.84","$9,649.18",274.36
-25-9000,Other Educational Instruction and Library Occupations,2.17,1.92,"$77,690.47","$14,684.04","$92,374.51","3,045.35"
-27-1000,Art and Design Workers,5.10,4.86,"$353,861.87","$63,975.35","$417,837.21","9,232.49"
-27-2000,"Entertainers and Performers, Sports and Related Workers",2.33,2.07,"$129,749.15","$22,332.11","$152,081.27","3,248.42"
-27-3000,Media and Communication Workers,4.17,3.94,"$294,516.11","$54,143.51","$348,659.62","7,728.19"
-27-4000,Media and Communication Equipment Workers,1.43,1.33,"$80,412.76","$13,605.29","$94,018.05","2,435.58"
-29-1000,Healthcare Diagnosing or Treating Practitioners,20.00,18.41,"$2,463,992.69","$481,465.87","$2,945,458.55","36,032.12"
-29-2000,Health Technologists and Technicians,10.29,9.43,"$575,046.17","$112,999.40","$688,045.57","18,109.77"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.36,0.34,"$25,028.63","$4,750.53","$29,779.16",680.45
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",19.13,17.06,"$560,652.82","$109,268.54","$669,921.36","29,969.66"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.73,0.67,"$31,818.85","$6,330.33","$38,149.18","1,089.03"
-31-9000,Other Healthcare Support Occupations,7.70,7.04,"$300,486.10","$57,056.88","$357,542.98","12,444.54"
-33-1000,Supervisors of Protective Service Workers,0.58,0.53,"$45,060.56","$8,300.26","$53,360.82","1,229.03"
-33-2000,Firefighting and Prevention Workers,0.63,0.58,"$22,756.29","$3,945.39","$26,701.69","1,590.87"
-33-3000,Law Enforcement Workers,0.09,0.08,"$5,816.28","$1,428.08","$7,244.37",204.23
-33-9000,Other Protective Service Workers,11.19,10.28,"$562,184.15","$99,779.81","$661,963.96","18,286.88"
-35-1000,Supervisors of Food Preparation and Serving Workers,9.58,7.64,"$435,344.00","$61,722.13","$497,066.12","15,972.43"
-35-2000,Cooks and Food Preparation Workers,25.16,20.41,"$669,063.58","$97,649.81","$766,713.39","34,191.85"
-35-3000,Food and Beverage Serving Workers,50.63,40.38,"$1,177,922.06","$164,852.68","$1,342,774.74","55,030.38"
-35-9000,Other Food Preparation and Serving Related Workers,10.42,8.32,"$216,861.76","$30,454.33","$247,316.09","10,255.14"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.48,1.36,"$68,293.73","$12,151.87","$80,445.60","2,980.49"
-37-2000,Building Cleaning and Pest Control Workers,21.87,20.30,"$676,266.61","$127,357.76","$803,624.38","34,912.25"
-37-3000,Grounds Maintenance Workers,7.20,6.65,"$258,807.80","$45,621.43","$304,429.23","12,227.45"
-39-1000,Supervisors of Personal Care and Service Workers,0.91,0.79,"$47,907.40","$10,084.50","$57,991.90","1,591.34"
-39-2000,Animal Care and Service Workers,1.32,1.16,"$32,147.72","$4,811.60","$36,959.32","1,761.78"
-39-3000,Entertainment Attendants and Related Workers,2.77,2.38,"$71,880.60","$15,822.09","$87,702.70","3,139.85"
-39-4000,Funeral Service Workers,0.22,0.19,"$7,255.58","$1,042.56","$8,298.14",341.50
-39-5000,Personal Appearance Workers,1.47,1.27,"$46,262.82","$6,929.13","$53,191.95","1,989.15"
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.24,0.22,"$8,614.38","$1,610.55","$10,224.93",379.64
-39-7000,Tour and Travel Guides,1.02,0.94,"$55,711.74","$10,035.04","$65,746.78","1,104.11"
-39-9000,Other Personal Care and Service Workers,5.66,4.90,"$127,694.25","$23,018.39","$150,712.64","6,573.35"
-41-1000,Supervisors of Sales Workers,11.81,10.67,"$865,455.73","$174,928.78","$1,040,384.51","23,403.58"
-41-2000,Retail Sales Workers,60.51,53.20,"$1,960,096.37","$407,355.55","$2,367,451.92","84,450.86"
-41-3000,"Sales Representatives, Services",19.80,18.93,"$1,369,181.99","$240,481.73","$1,609,663.72","39,592.43"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",39.72,38.67,"$3,876,826.70","$727,148.20","$4,603,974.90","83,868.34"
-41-9000,Other Sales and Related Workers,5.09,4.84,"$391,374.33","$74,257.44","$465,631.77","9,454.16"
-43-1000,Supervisors of Office and Administrative Support Workers,20.42,19.56,"$1,453,556.43","$282,019.57","$1,735,576.00","40,311.98"
-43-2000,Communications Equipment Operators,0.17,0.15,"$7,694.64","$1,429.05","$9,123.69",278.88
-43-3000,Financial Clerks,46.56,44.69,"$2,136,091.55","$398,808.56","$2,534,900.11","82,860.81"
-43-4000,Information and Record Clerks,41.26,39.11,"$2,106,058.38","$400,113.23","$2,506,171.61","69,381.05"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",49.57,47.27,"$3,069,989.34","$731,063.10","$3,801,052.44","95,459.07"
-43-6000,Secretaries and Administrative Assistants,46.12,44.12,"$1,913,618.56","$352,922.22","$2,266,540.78","81,831.24"
-43-9000,Other Office and Administrative Support Workers,59.54,57.08,"$2,109,457.94","$390,744.07","$2,500,202.01","97,020.72"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.07,0.06,"$5,076.06","$1,025.84","$6,101.91",140.05
-45-2000,Agricultural Workers,0.84,0.77,"$43,253.02","$8,407.57","$51,660.59","1,489.17"
-45-3000,Fishing and Hunting Workers,0.00,0.00,$32.69,$8.70,$41.40,1.75
-45-4000,"Forest, Conservation, and Logging Workers",0.09,0.08,"$4,680.34","$1,208.47","$5,888.81",183.65
-47-1000,Supervisors of Construction and Extraction Workers,163.57,158.23,"$7,465,017.74","$1,339,415.29","$8,804,433.02","352,498.27"
-47-2000,Construction Trades Workers,518.68,501.89,"$18,000,651.60","$3,237,284.03","$21,237,935.63","980,845.52"
-47-3000,"Helpers, Construction Trades",11.55,11.16,"$245,672.81","$42,805.37","$288,478.18","18,877.23"
-47-4000,Other Construction and Related Workers,7.52,7.29,"$412,661.95","$79,561.38","$492,223.33","14,874.37"
-47-5000,Extraction Workers,18.74,18.42,"$1,685,106.47","$387,378.92","$2,072,485.39","44,521.19"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",14.00,13.35,"$1,336,159.10","$270,387.62","$1,606,546.72","30,976.67"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.27,5.00,"$376,069.67","$75,295.85","$451,365.52","11,071.75"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",36.81,33.83,"$2,314,313.51","$440,696.25","$2,755,009.76","73,966.91"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",79.98,77.30,"$5,365,976.46","$1,070,067.85","$6,436,044.31","164,357.75"
-51-1000,Supervisors of Production Workers,38.77,38.03,"$3,920,466.57","$801,687.45","$4,722,154.02","85,771.58"
-51-2000,Assemblers and Fabricators,161.52,158.68,"$10,161,227.40","$2,104,183.88","$12,265,411.28","314,956.51"
-51-3000,Food Processing Workers,2.02,1.73,"$77,596.95","$17,258.24","$94,855.19","3,365.81"
-51-4000,Metal Workers and Plastic Workers,194.59,190.97,"$13,493,337.19","$2,728,895.28","$16,222,232.48","398,718.26"
-51-5100,Printing Workers,0.73,0.70,"$43,336.19","$8,180.92","$51,517.11","1,359.19"
-51-6000,"Textile, Apparel, and Furnishings Workers",1.78,1.64,"$73,510.96","$13,193.83","$86,704.79","3,035.34"
-51-7000,Woodworkers,1.79,1.73,"$81,837.80","$15,766.22","$97,604.02","3,427.82"
-51-8000,Plant and System Operators,2.33,2.28,"$202,076.26","$56,663.10","$258,739.36","4,908.48"
-51-9000,Other Production Occupations,86.53,84.69,"$5,714,016.86","$1,167,912.89","$6,881,929.75","168,664.73"
-53-1000,Supervisors of Transportation and Material Moving Workers,8.18,7.78,"$661,046.64","$134,384.50","$795,431.15","17,383.60"
-53-2000,Air Transportation Workers,1.15,1.08,"$144,072.47","$33,050.14","$177,122.61","2,129.95"
-53-3000,Motor Vehicle Operators,60.49,57.05,"$3,647,518.32","$804,982.90","$4,452,501.22","122,499.16"
-53-4000,Rail Transportation Workers,1.00,0.95,"$95,599.91","$28,249.41","$123,849.32","2,398.22"
-53-5000,Water Transportation Workers,1.54,1.44,"$152,214.51","$27,807.02","$180,021.53","3,620.37"
-53-6000,Other Transportation Workers,2.86,2.53,"$107,656.90","$20,563.23","$128,220.13","4,399.69"
-53-7000,Material Moving Workers,102.96,98.28,"$5,123,918.51","$1,010,585.08","$6,134,503.59","175,873.42"
+11-1000,Top Executives,96.72,92.52,"$12,471,712.25","$2,339,418.42","$14,811,130.67","215,940.69"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",19.12,18.38,"$3,092,302.89","$590,185.58","$3,682,488.47","41,246.10"
+11-3000,Operations Specialties Managers,52.11,50.60,"$8,063,906.10","$1,579,435.38","$9,643,341.48","112,181.74"
+11-9000,Other Management Occupations,156.08,150.30,"$11,359,519.04","$2,061,340.84","$13,420,859.87","338,196.08"
+13-1000,Business Operations Specialists,224.95,217.17,"$15,408,020.13","$2,846,128.88","$18,254,149.01","455,758.71"
+13-2000,Financial Specialists,48.94,47.29,"$4,089,874.80","$737,900.12","$4,827,774.93","98,060.23"
+15-1200,Computer Occupations,36.67,35.44,"$4,301,055.91","$797,800.06","$5,098,855.96","73,213.74"
+15-2000,Mathematical Science Occupations,2.56,2.47,"$317,871.14","$56,939.43","$374,810.57","5,084.58"
+17-1000,"Architects, Surveyors, and Cartographers",5.41,5.23,"$342,161.90","$62,367.64","$404,529.53","11,027.07"
+17-2000,Engineers,99.25,96.83,"$9,249,459.43","$1,879,942.86","$11,129,402.29","206,969.77"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.66,26.06,"$2,016,925.20","$408,897.22","$2,425,822.43","52,755.31"
+19-1000,Life Scientists,0.80,0.75,"$77,299.45","$13,325.90","$90,625.35","1,576.15"
+19-2000,Physical Scientists,1.07,1.03,"$128,544.67","$25,515.31","$154,059.98","2,144.83"
+19-3000,Social Scientists and Related Workers,0.54,0.50,"$51,302.19","$9,352.62","$60,654.81",991.44
+19-4000,"Life, Physical, and Social Science Technicians",1.64,1.59,"$129,631.42","$26,229.79","$155,861.21","3,081.58"
+19-5000,Occupational Health and Safety Specialists and Technicians,11.60,11.24,"$725,980.35","$140,897.14","$866,877.49","23,538.32"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",7.64,6.83,"$372,820.51","$70,435.51","$443,256.02","13,266.51"
+21-2000,Religious Workers,2.49,2.15,"$105,566.94","$15,342.70","$120,909.64","4,917.31"
+23-1000,"Lawyers, Judges, and Related Workers",4.76,4.57,"$767,232.66","$132,324.68","$899,557.34","10,177.93"
+23-2000,Legal Support Workers,2.76,2.64,"$152,951.01","$26,115.56","$179,066.57","4,977.67"
+25-1000,Postsecondary Teachers,1.25,1.14,"$81,568.65","$18,164.92","$99,733.56","1,877.67"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",4.44,3.90,"$169,606.29","$32,169.27","$201,775.56","7,546.16"
+25-3000,Other Teachers and Instructors,3.38,3.02,"$124,767.47","$24,854.03","$149,621.50","4,286.68"
+25-4000,"Librarians, Curators, and Archivists",0.19,0.16,"$9,316.17","$1,587.76","$10,903.92",309.33
+25-9000,Other Educational Instruction and Library Occupations,2.44,2.16,"$87,286.89","$16,504.63","$103,791.53","3,423.37"
+27-1000,Art and Design Workers,5.40,5.14,"$377,722.01","$67,958.27","$445,680.28","9,762.30"
+27-2000,"Entertainers and Performers, Sports and Related Workers",2.62,2.32,"$145,704.91","$25,060.72","$170,765.63","3,632.90"
+27-3000,Media and Communication Workers,4.50,4.25,"$318,802.08","$58,371.03","$377,173.10","8,327.23"
+27-4000,Media and Communication Equipment Workers,1.63,1.53,"$94,269.59","$15,813.04","$110,082.63","2,799.27"
+29-1000,Healthcare Diagnosing or Treating Practitioners,22.47,20.68,"$2,771,535.55","$541,736.64","$3,313,272.19","40,488.63"
+29-2000,Health Technologists and Technicians,11.58,10.60,"$646,912.48","$127,174.51","$774,086.98","20,368.05"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.41,0.38,"$28,355.74","$5,380.99","$33,736.73",767.99
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",21.51,19.19,"$629,717.27","$122,790.33","$752,507.60","33,701.32"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.82,0.75,"$35,874.14","$7,137.75","$43,011.89","1,227.61"
+31-9000,Other Healthcare Support Occupations,8.67,7.93,"$338,318.76","$64,251.21","$402,569.97","14,012.98"
+33-1000,Supervisors of Protective Service Workers,0.62,0.56,"$49,288.39","$9,104.11","$58,392.49","1,305.09"
+33-2000,Firefighting and Prevention Workers,0.65,0.60,"$23,538.33","$4,087.50","$27,625.83","1,640.64"
+33-3000,Law Enforcement Workers,0.10,0.09,"$6,630.51","$1,685.55","$8,316.06",221.57
+33-9000,Other Protective Service Workers,12.10,11.11,"$619,523.49","$110,409.27","$729,932.76","19,797.37"
+35-1000,Supervisors of Food Preparation and Serving Workers,10.77,8.59,"$489,678.65","$69,466.70","$559,145.36","17,955.29"
+35-2000,Cooks and Food Preparation Workers,28.09,22.76,"$750,237.01","$109,494.51","$859,731.52","38,138.68"
+35-3000,Food and Beverage Serving Workers,56.87,45.36,"$1,323,285.87","$185,213.17","$1,508,499.04","61,812.14"
+35-9000,Other Food Preparation and Serving Related Workers,11.70,9.34,"$243,651.49","$34,207.49","$277,858.98","11,517.32"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.71,1.57,"$79,254.79","$14,080.27","$93,335.07","3,435.41"
+37-2000,Building Cleaning and Pest Control Workers,24.29,22.52,"$758,394.99","$143,164.14","$901,559.13","38,742.64"
+37-3000,Grounds Maintenance Workers,8.13,7.50,"$297,043.26","$52,285.20","$349,328.45","13,831.66"
+39-1000,Supervisors of Personal Care and Service Workers,1.02,0.89,"$54,093.61","$11,347.13","$65,440.74","1,795.22"
+39-2000,Animal Care and Service Workers,1.49,1.31,"$36,292.20","$5,433.15","$41,725.35","1,988.67"
+39-3000,Entertainment Attendants and Related Workers,3.11,2.67,"$81,009.62","$17,758.72","$98,768.35","3,530.44"
+39-4000,Funeral Service Workers,0.25,0.22,"$8,170.20","$1,173.53","$9,343.73",384.65
+39-5000,Personal Appearance Workers,1.65,1.43,"$52,166.46","$7,812.66","$59,979.12","2,243.98"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.27,0.24,"$9,510.65","$1,778.07","$11,288.72",419.70
+39-7000,Tour and Travel Guides,1.17,1.08,"$64,239.74","$11,570.39","$75,810.12","1,271.44"
+39-9000,Other Personal Care and Service Workers,6.38,5.53,"$143,960.78","$25,947.16","$169,907.94","7,408.11"
+41-1000,Supervisors of Sales Workers,13.05,11.78,"$949,445.26","$191,591.01","$1,141,036.27","25,838.10"
+41-2000,Retail Sales Workers,67.52,59.36,"$2,186,736.44","$454,020.46","$2,640,756.90","94,123.18"
+41-3000,"Sales Representatives, Services",21.33,20.38,"$1,511,409.13","$264,616.46","$1,776,025.59","42,645.41"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",41.64,40.52,"$4,078,588.62","$760,632.63","$4,839,221.25","87,947.84"
+41-9000,Other Sales and Related Workers,5.42,5.16,"$413,366.55","$77,977.07","$491,343.62","10,028.11"
+43-1000,Supervisors of Office and Administrative Support Workers,21.62,20.69,"$1,556,967.37","$302,556.32","$1,859,523.69","42,666.95"
+43-2000,Communications Equipment Operators,0.18,0.17,"$8,531.47","$1,584.51","$10,115.98",308.96
+43-3000,Financial Clerks,49.00,47.01,"$2,287,380.06","$427,604.66","$2,714,984.71","87,212.48"
+43-4000,Information and Record Clerks,44.59,42.23,"$2,275,466.91","$430,835.37","$2,706,302.28","74,978.28"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",51.97,49.49,"$3,234,500.52","$778,090.91","$4,012,591.42","100,109.12"
+43-6000,Secretaries and Administrative Assistants,48.31,46.18,"$2,038,763.18","$376,470.40","$2,415,233.58","85,694.00"
+43-9000,Other Office and Administrative Support Workers,62.38,59.75,"$2,246,413.50","$417,418.14","$2,663,831.64","101,660.34"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.08,0.07,"$6,239.57","$1,292.25","$7,531.82",172.11
+45-2000,Agricultural Workers,0.97,0.89,"$49,965.72","$9,677.29","$59,643.01","1,710.39"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$36.87,$9.81,$46.69,1.98
+45-4000,"Forest, Conservation, and Logging Workers",0.13,0.12,"$6,961.28","$1,915.29","$8,876.57",273.41
+47-1000,Supervisors of Construction and Extraction Workers,172.54,167.04,"$8,783,949.30","$1,642,086.46","$10,426,035.76","372,350.98"
+47-2000,Construction Trades Workers,538.54,521.39,"$19,896,613.05","$3,669,252.22","$23,565,865.27","1,022,325.30"
+47-3000,"Helpers, Construction Trades",11.60,11.22,"$248,070.87","$43,225.70","$291,296.57","18,969.66"
+47-4000,Other Construction and Related Workers,7.92,7.67,"$447,210.87","$87,593.15","$534,804.02","15,711.27"
+47-5000,Extraction Workers,51.25,50.42,"$4,740,949.13","$1,095,921.30","$5,836,870.43","121,076.07"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",17.43,16.69,"$1,850,398.97","$387,568.50","$2,237,967.47","38,722.37"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.73,5.44,"$421,019.71","$85,100.64","$506,120.35","12,054.37"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",44.73,41.41,"$3,028,445.68","$595,513.78","$3,623,959.47","90,826.62"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",90.93,87.97,"$6,370,035.95","$1,296,839.69","$7,666,875.64","187,322.29"
+51-1000,Supervisors of Production Workers,39.53,38.77,"$4,023,369.48","$825,591.84","$4,848,961.33","87,465.96"
+51-2000,Assemblers and Fabricators,162.00,159.13,"$10,187,512.32","$2,108,755.88","$12,296,268.20","315,871.52"
+51-3000,Food Processing Workers,2.26,1.94,"$86,904.77","$19,381.79","$106,286.57","3,765.20"
+51-4000,Metal Workers and Plastic Workers,196.38,192.72,"$13,666,664.80","$2,767,950.49","$16,434,615.29","402,434.81"
+51-5100,Printing Workers,0.77,0.74,"$45,233.20","$8,501.59","$53,734.79","1,433.80"
+51-6000,"Textile, Apparel, and Furnishings Workers",1.97,1.80,"$81,033.49","$14,459.37","$95,492.86","3,348.38"
+51-7000,Woodworkers,1.82,1.76,"$83,408.31","$16,037.38","$99,445.69","3,485.99"
+51-8000,Plant and System Operators,2.99,2.93,"$270,342.48","$74,904.45","$345,246.93","6,347.27"
+51-9000,Other Production Occupations,89.22,87.31,"$5,944,350.11","$1,220,141.78","$7,164,491.90","174,039.76"
+53-1000,Supervisors of Transportation and Material Moving Workers,9.34,8.90,"$797,620.31","$164,974.19","$962,594.50","19,875.96"
+53-2000,Air Transportation Workers,1.27,1.20,"$160,909.83","$36,887.21","$197,797.04","2,359.92"
+53-3000,Motor Vehicle Operators,67.50,63.73,"$4,171,438.73","$923,331.54","$5,094,770.27","136,876.99"
+53-4000,Rail Transportation Workers,1.73,1.63,"$165,984.01","$49,065.08","$215,049.10","4,143.67"
+53-5000,Water Transportation Workers,1.78,1.67,"$176,368.61","$32,193.20","$208,561.81","4,191.16"
+53-6000,Other Transportation Workers,3.18,2.82,"$121,567.09","$23,362.11","$144,929.20","4,909.89"
+53-7000,Material Moving Workers,114.13,108.98,"$5,880,788.31","$1,176,887.80","$7,057,676.11","195,998.71"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2034/tax_results.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2034/tax_results.csv
index 0506a9e..19c6c4e 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2034/tax_results.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2034/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$246,737.83","$2,045,626.47","$1,459,938.20","$8,196,460.33","$40,427,583.07","$52,376,345.90"
-2 - Indirect,"$127,927.71","$1,052,778.72","$742,784.41","$3,600,063.71","$9,445,860.26","$14,969,414.80"
-3 - Induced,"$161,539.24","$1,326,247.45","$932,279.92","$4,293,628.32","$7,559,210.29","$14,272,905.23"
-,"$536,204.79","$4,424,652.64","$3,135,002.53","$16,090,152.36","$57,432,653.62","$81,618,665.93"
+1 - Direct,"$490,499.56","$4,042,985.24","$2,859,610.96","$14,343,269.81","$45,325,796.43","$67,062,161.99"
+2 - Indirect,"$158,988.77","$1,307,911.40","$922,260.45","$4,435,225.63","$11,054,924.36","$17,879,310.62"
+3 - Induced,"$182,296.31","$1,496,664.43","$1,052,073.98","$4,845,354.42","$8,530,763.18","$16,107,152.31"
+,"$831,784.63","$6,847,561.07","$4,833,945.40","$23,623,849.86","$64,911,483.97","$101,048,624.92"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 993c336..5e099b2 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2034/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,349,785.33"
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,457,087.41"
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,943,928.71"
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,352,569.17"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,457,941.45"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$91,178,297.40"
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00"
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,607.24"
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.91"
-7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,968.89"
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,293.01"
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$185,976.69"
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,881,549.27"
-11,460,Other support services,"$116,743,407.01","$2,064,036.56"
-12,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$17,125,638.91"
-13,224,Nonferrous forging,"$17,187,170.89","$302,153.56"
-14,223,Iron and steel forging,"$52,274,449.17","$877,287.92"
-15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,911,606.26"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,609.29"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,433.71"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,980.71"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,294.89"
+9,21,Coal mining,"$2,911,704,202.57","$131,846,516.29"
+10,198,Concrete pipe manufacturing,"$4,169,914.39","$186,703.87"
+11,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$10,227,732.86"
+12,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$19,671,928.43"
+13,460,Other support services,"$116,743,407.01","$2,125,203.27"
+14,224,Nonferrous forging,"$17,187,170.89","$302,420.34"
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$5,034,420.19"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2035/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2035/economic_indicators_by_impact.csv
index ea75244..49f2938 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2035/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2035/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,"1,957.39","$174,269,279.66","$249,146,848.30","$675,603,127.93"
-2 - Indirect,599.65,"$38,551,934.75","$66,285,598.03","$140,090,848.45"
-3 - Induced,631.08,"$28,945,394.05","$65,280,398.26","$116,580,717.83"
-,"3,188.11","$241,766,608.45","$380,712,844.59","$932,274,694.21"
+1 - Direct,"2,063.73","$194,266,192.59","$304,145,940.89","$768,603,127.93"
+2 - Indirect,696.78,"$45,400,343.64","$80,396,882.51","$169,887,469.11"
+3 - Induced,720.57,"$33,045,270.61","$74,525,235.91","$133,099,998.97"
+,"3,481.08","$272,711,806.83","$459,068,059.31","$1,071,590,596.01"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 623f291..0e53049 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2035/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,349,924.74",3414.11%
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,457,130.58",154.58%
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,955,657.02",74.90%
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,352,983.98",3414.17%
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,458,069.19",154.59%
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$91,213,208.20",75.11%
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00",38.12%
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,607.37",33.10%
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.97",31.99%
-7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,969.79",10.41%
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,293.14",7.98%
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$186,032.27",4.46%
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,905,531.58",2.76%
-11,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$17,256,402.21",1.78%
-12,460,Other support services,"$116,743,407.01","$2,068,956.93",1.77%
-13,224,Nonferrous forging,"$17,187,170.89","$302,167.82",1.76%
-14,223,Iron and steel forging,"$52,274,449.17","$877,329.11",1.68%
-15,21,Coal mining,"$2,911,704,202.57","$48,774,795.77",1.68%
-16,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$4,923,342.28",1.64%
-17,134,Prefabricated wood building manufacturing,"$6,341,600.48","$97,888.67",1.54%
-18,254,Construction machinery manufacturing,"$33,431,733.61","$453,790.01",1.36%
-19,129,Wood windows and door manufacturing,"$6,006,154.37","$78,278.54",1.30%
-20,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,246.99",1.30%
-21,457,Investigation and security services,"$59,623,127.89","$710,481.59",1.19%
-22,454,Employment services,"$387,522,663.46","$4,596,095.68",1.19%
-23,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,048.68",1.16%
-24,455,Business support services,"$81,622,923.15","$881,404.31",1.08%
-25,199,Other concrete product manufacturing,"$20,536,708.26","$218,120.35",1.06%
-26,453,Facilities support services,"$18,809,929.65","$192,783.82",1.02%
-27,197,Concrete block and brick manufacturing,"$4,381,689.69","$44,884.95",1.02%
-28,451,Management of companies and enterprises,"$529,170,690.74","$5,276,994.89",1.00%
-29,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$5,137,054.81",0.90%
-30,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$4,600,542.49",0.83%
-31,399,Truck transportation,"$1,193,488,141.88","$9,803,047.10",0.82%
-32,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$44,205.74",0.82%
-33,440,Specialized design services,"$35,933,528.26","$289,513.17",0.81%
-34,26,Stone mining and quarrying,"$31,976,061.34","$247,863.19",0.78%
-35,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,089,473.12",0.73%
-36,403,Couriers and messengers,"$213,253,723.63","$1,518,698.67",0.71%
-37,337,Aircraft manufacturing,"$86,772,712.07","$614,296.99",0.71%
-38,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$617,748.13",0.70%
-39,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$535,071.75",0.69%
-40,508,Postal service,"$125,450,187.77","$829,419.85",0.66%
-41,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$595,235.15",0.65%
-42,447,"Advertising, public relations, and related services","$76,206,587.86","$471,960.50",0.62%
-43,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$3,515,721.11",0.61%
-44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,441,985.74",0.59%
-45,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$3,229,271.85",0.57%
-46,418,"Data processing, hosting, and related services","$291,048,307.59","$1,616,992.05",0.56%
-47,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$4,415,435.15",0.54%
-48,432,Automotive equipment rental and leasing,"$102,405,091.42","$553,169.29",0.54%
-49,437,Legal services,"$411,686,987.07","$2,210,608.06",0.54%
-50,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$822,653.87",0.53%
-51,498,Personal and household goods repair and maintenance,"$109,517,563.73","$572,461.89",0.52%
-52,413,Radio and television broadcasting,"$128,460,835.20","$666,477.28",0.52%
-53,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$581,427.76",0.51%
-54,452,Office administrative services,"$121,416,424.85","$612,107.85",0.50%
-55,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,629,387.75",0.50%
-56,448,Photographic services,"$6,946,918.71","$34,880.85",0.50%
-57,42,Electric power transmission and distribution,"$1,117,279,919.78","$5,557,228.54",0.50%
-58,479,Commercial Sports Except Racing,"$3,476,338.42","$17,260.10",0.50%
-59,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,296,708.78",0.49%
-60,406,Periodical publishers,"$16,212,170.93","$79,349.08",0.49%
-61,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,574,008.77",0.48%
-62,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$6,336,239.03",0.46%
-63,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,443,445.67",0.46%
-64,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,016,946.45",0.46%
-65,458,Services to buildings,"$210,863,686.06","$967,510.58",0.46%
-66,505,Business and professional associations,"$86,788,585.52","$397,887.54",0.46%
-67,509,Federal electric utilities,"$17,146,395.42","$77,615.79",0.45%
-68,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,382,370.70",0.45%
-69,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$574,496.78",0.45%
-70,43,Natural gas distribution,"$226,004,592.60","$1,013,433.85",0.45%
-71,487,Fitness and recreational sports centers,"$47,685,531.12","$213,051.72",0.45%
-72,431,Owner-occupied housing,"$4,444,497,247.52","$19,732,067.21",0.44%
-73,492,Limited-service restaurants,"$1,041,352,547.93","$4,611,545.83",0.44%
-74,414,Cable and other subscription programming,"$23,580,404.28","$103,160.57",0.44%
-75,466,Offices of dentists,"$271,899,263.02","$1,186,062.11",0.44%
-76,404,Warehousing and storage,"$190,282,196.62","$826,832.38",0.43%
-77,472,Hospitals,"$775,130,452.97","$3,359,463.27",0.43%
-78,408,"Directory, mailing list, and other publishers","$4,955,701.45","$21,470.66",0.43%
-79,499,Personal care services,"$105,986,766.41","$457,544.11",0.43%
-80,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$4,252,655.02",0.43%
-81,390,Retail - Health and personal care stores,"$189,122,051.74","$813,337.84",0.43%
-82,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$542,137.19",0.42%
-83,462,Elementary and secondary schools,"$34,238,275.96","$143,556.63",0.42%
-84,495,Car washes,"$60,896,626.31","$254,666.90",0.42%
-85,396,Air transportation,"$185,983,832.23","$776,886.21",0.42%
-86,425,Direct life insurance carriers,"$42,208,644.52","$175,742.33",0.42%
-87,394,Retail - General merchandise stores,"$553,647,942.57","$2,303,197.65",0.42%
-88,387,Retail - Electronics and appliance stores,"$60,211,745.28","$250,121.08",0.42%
-89,491,Full-service restaurants,"$957,773,115.52","$3,968,084.19",0.41%
-90,410,Software publishers,"$184,892,079.62","$757,902.29",0.41%
-91,389,Retail - Food and beverage stores,"$517,469,128.57","$2,107,733.18",0.41%
-92,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$2,724,375.70",0.41%
-93,515,Local government electric utilities,"$7,801,045.18","$31,671.48",0.41%
-94,475,Individual and family services,"$223,584,092.68","$905,019.33",0.40%
-95,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$918,094.18",0.40%
-96,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$33,908.21",0.40%
-97,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$979,733.39",0.39%
-98,514,Local government passenger transit,"$2,981,749.49","$11,697.72",0.39%
-99,443,"Other computer related services, including facilities management","$44,926,337.84","$176,240.21",0.39%
-100,484,Amusement parks and arcades,"$8,147,368.71","$31,947.82",0.39%
-101,478,Performing arts companies,"$63,413,148.22","$246,763.67",0.39%
-102,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$95,382.89",0.39%
-103,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$18,563.11",0.39%
-104,461,Waste management and remediation services,"$225,632,059.53","$867,000.97",0.38%
-105,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$797,721.89",0.38%
-106,400,Transit and ground passenger transportation,"$87,175,571.40","$330,139.30",0.38%
-107,465,Offices of physicians,"$740,188,232.97","$2,765,317.03",0.37%
-108,459,Landscape and horticultural services,"$275,016,411.40","$1,021,792.20",0.37%
-109,502,Other personal services,"$178,806,274.18","$653,349.41",0.37%
-110,503,Religious organizations,"$135,764,739.85","$495,946.01",0.37%
-111,510,Other federal government enterprises,"$1,867,051.07","$6,811.16",0.36%
-112,426,"Insurance carriers, except direct life","$545,149,698.92","$1,966,286.77",0.36%
-113,506,Labor and civic organizations,"$105,944,986.89","$377,630.17",0.36%
-114,405,Newspaper publishers,"$75,385,661.65","$267,387.36",0.35%
-115,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$48,106.99",0.35%
-116,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$401,408.05",0.35%
-117,424,Other financial investment activities,"$1,738,609,271.81","$6,132,941.07",0.35%
-118,507,Private households,"$17,924,890.71","$63,185.09",0.35%
-119,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$878,520.86",0.35%
-120,473,Nursing and community care facilities,"$273,693,670.49","$941,378.83",0.34%
-121,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$2,497,928.92",0.34%
-122,44,"Water, sewage and other systems","$21,303,485.72","$72,069.48",0.34%
-123,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$246,084.02",0.33%
-124,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,484.37",0.33%
-125,439,"Architectural, engineering, and related services","$663,216,940.93","$2,213,081.90",0.33%
-126,481,"Independent artists, writers, and performers","$137,990,888.93","$457,768.35",0.33%
-127,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$775,140.06",0.33%
-128,476,Child day care services,"$173,556,969.71","$565,388.81",0.33%
-129,449,Veterinary services,"$101,826,770.30","$331,164.10",0.33%
-130,221,Custom roll forming,"$23,817,580.17","$76,635.16",0.32%
-131,464,Other educational services,"$276,105,016.01","$882,571.00",0.32%
-132,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$447,775.04",0.32%
-133,468,Outpatient care centers,"$330,858,673.33","$1,043,873.41",0.32%
-134,493,All other food and drinking places,"$603,532,483.05","$1,891,263.88",0.31%
-135,444,Management consulting services,"$251,198,056.46","$778,269.59",0.31%
-136,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$577,095.88",0.31%
-137,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$3,284,899.33",0.31%
-138,516,Other local government enterprises,"$776,177,579.59","$2,367,463.81",0.31%
-139,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,039,800.85",0.30%
-140,513,Other state government enterprises,"$14,156,836.55","$41,652.39",0.29%
-141,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$359,311.05",0.29%
-142,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$410,260.66",0.28%
-143,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$128,963.20",0.28%
-144,3,Vegetable and melon farming,"$6,609,930.97","$18,605.42",0.28%
-145,398,Water transportation,"$11,961,984.14","$33,621.55",0.28%
-146,104,Tobacco manufacturing,"$6,603,883.06","$18,316.06",0.28%
-147,415,Wired telecommunications carriers,"$765,674,352.28","$2,092,996.61",0.27%
-148,429,Other real estate,"$4,970,388,101.43","$13,314,546.71",0.27%
-149,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$13,203.37",0.27%
-150,469,Medical and diagnostic laboratories,"$105,938,912.27","$279,934.82",0.26%
-151,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,803.34",0.26%
-152,242,Metal coating and nonprecious engraving,"$8,101,071.47","$20,896.03",0.26%
-153,430,Tenant-occupied housing,"$1,046,341,198.42","$2,675,998.67",0.26%
-154,500,Death care services,"$46,286,967.10","$117,096.46",0.25%
-155,411,Motion picture and video industries,"$109,931,494.98","$275,540.82",0.25%
-156,174,Explosives manufacturing,"$52,050,877.00","$128,880.78",0.25%
-157,4,Fruit farming,"$384,884.42",$942.74,0.24%
-158,201,Gypsum product manufacturing,"$62,726,288.59","$150,596.50",0.24%
-159,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,265.22",0.24%
-160,239,Machine shops,"$129,567,269.37","$292,144.99",0.23%
-161,471,Other ambulatory health care services,"$103,224,782.99","$232,280.55",0.23%
-162,195,Cement manufacturing,"$132,407,672.79","$292,145.64",0.22%
-163,467,Offices of other health practitioners,"$364,689,970.79","$803,617.87",0.22%
-164,470,Home health care services,"$73,759,567.90","$160,166.26",0.22%
-165,391,Retail - Gasoline stores,"$487,933,166.50","$1,047,678.18",0.21%
-166,229,Plate work manufacturing,"$7,212,949.34","$15,475.10",0.21%
-167,501,Dry-cleaning and laundry services,"$83,675,246.11","$176,121.81",0.21%
-168,486,Other amusement and recreation industries,"$263,123,626.14","$529,250.00",0.20%
-169,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$2,759.10",0.19%
-170,407,Book publishers,"$8,704,740.33","$16,300.75",0.19%
-171,139,Paperboard container manufacturing,"$2,219,895.78","$4,119.53",0.19%
-172,485,Gambling industries (except casino hotels),"$417,593,840.35","$710,653.89",0.17%
-173,125,Wood preservation,"$25,246,163.52","$41,844.69",0.17%
-174,37,Electric power generation - Solar,"$4,333,055.09","$7,145.92",0.16%
-175,38,Electric power generation - Wind,"$185,428,436.16","$305,801.79",0.16%
-176,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$3,168,039.72",0.16%
-177,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,058.91",0.16%
-178,488,Bowling centers,"$21,593,225.39","$33,970.14",0.16%
-179,480,Racing and Track Operation,"$6,801,162.46","$10,566.54",0.16%
-180,27,Sand and gravel mining,"$216,223,131.49","$315,981.38",0.15%
-181,434,Video tape and disc rental,"$3,473,473.59","$4,831.63",0.14%
-182,442,Computer systems design services,"$304,936,867.78","$422,663.76",0.14%
-183,144,Printing,"$57,542,256.23","$76,255.83",0.13%
-184,368,Sign manufacturing,"$23,533,228.46","$30,224.24",0.13%
-185,397,Rail transportation,"$1,846,923,315.97","$2,304,927.76",0.12%
-186,124,Sawmills,"$141,329,754.94","$169,714.48",0.12%
-187,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$5,086.92",0.12%
-188,456,Travel arrangement and reservation services,"$498,338,395.79","$552,704.91",0.11%
-189,16,Commercial logging,"$38,196,492.13","$41,094.11",0.11%
-190,146,Petroleum refineries,"$6,572,475,454.77","$6,762,688.28",0.10%
-191,226,Handtool manufacturing,"$14,510,909.57","$14,603.21",0.10%
-192,220,Nonferrous metal foundries,"$16,365,994.89","$15,648.12",0.10%
-193,100,Manufactured ice,"$3,942,329.02","$3,755.52",0.10%
-194,490,Other accommodations,"$130,132,793.65","$121,122.94",0.09%
-195,228,Fabricated structural metal manufacturing,"$108,558,620.40","$95,661.02",0.09%
-196,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,573.59",0.09%
-197,238,Spring and wire product manufacturing,"$10,164,502.90","$8,555.04",0.08%
-198,235,Metal cans manufacturing,"$84,837,591.04","$67,141.29",0.08%
-199,446,Scientific research and development services,"$1,017,623,425.88","$766,697.28",0.08%
-200,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$8,371.09",0.07%
-201,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,468.95",0.07%
-202,445,Environmental and other technical consulting services,"$1,027,018,118.68","$714,671.28",0.07%
-203,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$61,359.56",0.07%
-204,441,Custom computer programming services,"$266,955,199.74","$176,491.07",0.07%
-205,32,Metal mining services,"$40,137,198.28","$26,254.82",0.07%
-206,175,Custom compounding of purchased resins,"$17,576,678.87","$11,211.41",0.06%
-207,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$50,837.75",0.06%
-208,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$48,097.70",0.06%
-209,99,Bottled and canned soft drinks and water,"$177,852,624.62","$95,193.13",0.05%
-210,185,Other plastics product manufacturing,"$54,262,105.84","$28,564.78",0.05%
-211,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,650.65",0.05%
-212,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,100.28",0.05%
-213,10,All other crop farming,"$163,550,998.97","$82,697.48",0.05%
-214,18,Commercial hunting and trapping,"$23,256,232.55","$11,722.38",0.05%
-215,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$54,769.89",0.04%
-216,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$78,193.69",0.04%
-217,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$13,763.28",0.04%
-218,251,Other fabricated metal manufacturing,"$30,533,977.78","$11,089.08",0.04%
-219,20,Oil and gas extraction,"$4,984,035,362.50","$1,673,704.88",0.03%
-220,401,Pipeline transportation,"$1,611,889,849.10","$512,347.44",0.03%
-221,329,Travel trailer and camper manufacturing,"$11,059,948.62","$3,502.98",0.03%
-222,102,Wineries,"$2,616,541.19",$775.03,0.03%
-223,13,Poultry and egg production,"$69,842,214.62","$18,687.65",0.03%
-224,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,274.25",0.03%
-225,231,Sheet metal work manufacturing,"$2,174,657.13",$518.66,0.02%
-226,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,037.60",0.02%
-227,101,Breweries,"$54,815,146.01","$12,666.54",0.02%
-228,19,Support activities for agriculture and forestry,"$44,762,204.87","$10,337.76",0.02%
-229,116,Other textile product mills,"$18,711,047.72","$4,045.60",0.02%
-230,79,Fluid milk manufacturing,"$4,900,848.36","$1,004.24",0.02%
-231,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,352.28",0.02%
-232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$146.22,0.02%
-233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$7,374.93",0.02%
-234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$11,360.39",0.02%
-235,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$90,051.71",0.02%
-236,2,Grain farming,"$130,099,289.43","$18,481.99",0.01%
-237,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$529.00,0.01%
-238,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,255.27",0.01%
-239,151,Petrochemical manufacturing,"$673,077,918.86","$78,503.57",0.01%
-240,265,Industrial mold manufacturing,"$419,356.03",$48.35,0.01%
-241,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$13,478.80",0.01%
-242,59,Other animal food manufacturing,"$23,797,093.38","$2,735.29",0.01%
-243,15,"Forestry, forest products, and timber tract production","$319,991.92",$35.50,0.01%
-244,85,Meat processed from carcasses,"$59,683,965.53","$6,571.69",0.01%
-245,370,Musical instrument manufacturing,"$937,638.70",$102.22,0.01%
-246,188,Other rubber product manufacturing,"$4,573,849.57",$489.94,0.01%
-247,62,Malt manufacturing,"$10,977,359.34","$1,161.74",0.01%
-248,373,Burial casket manufacturing,"$6,137,323.55",$645.95,0.01%
-249,66,Breakfast cereal manufacturing,"$8,312,290.22",$822.53,0.01%
-250,93,Other snack food manufacturing,"$10,656,196.90","$1,050.78",0.01%
-251,354,Custom architectural woodwork and millwork,"$78,271.86",$7.39,0.01%
-252,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$606.60,0.01%
-253,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,366.49",0.01%
-254,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$575.04,0.01%
-255,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,678.99",0.01%
-256,311,Lighting fixture manufacturing,"$8,501,584.76",$694.97,0.01%
-257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$1,827.58",0.01%
-258,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$49,976.73",0.01%
-259,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$837.36,0.01%
-260,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$11,497.93",0.01%
-261,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,588.74",0.01%
-262,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$94.24,0.01%
-263,155,Other basic organic chemical manufacturing,"$99,443,897.11","$5,524.99",0.01%
-264,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$205.93,0.01%
-265,84,"Animal, except poultry, slaughtering","$216,958,801.29","$11,265.91",0.01%
-266,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,008.50",0.00%
-267,9,Sugarcane and sugar beet farming,"$62,280,333.14","$2,960.53",0.00%
-268,358,Blind and shade manufacturing,"$111,215.22",$5.25,0.00%
-269,353,Wood office furniture manufacturing,"$616,006.76",$28.72,0.00%
-270,94,Coffee and tea manufacturing,"$30,751,047.34","$1,418.46",0.00%
-271,260,All other industrial machinery manufacturing,"$303,218.25",$13.72,0.00%
-272,67,Beet sugar manufacturing,"$209,970,196.03","$8,912.56",0.00%
-273,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.56,0.00%
-274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$84.96,0.00%
-275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$334.55,0.00%
-276,24,Gold ore and silver ore mining,"$40,475,210.09","$1,465.06",0.00%
-277,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,815.01",0.00%
-278,97,Spice and extract manufacturing,"$12,042,344.87",$420.01,0.00%
-279,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$108.74,0.00%
-280,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$31.82,0.00%
-281,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$26,783.13",0.00%
-282,173,Printing ink manufacturing,"$6,373,572.26",$168.38,0.00%
-283,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$138.08,0.00%
-284,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$4,906.84",0.00%
-285,58,Dog and cat food manufacturing,"$23,319,111.08",$605.25,0.00%
-286,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$11,650.96",0.00%
-287,302,Automatic environmental control manufacturing,"$4,809,195.11",$110.16,0.00%
-288,86,Rendering and meat byproduct processing,"$169,552.02",$3.84,0.00%
-289,118,Cut and sew apparel contractors,"$624,247.24",$14.02,0.00%
-290,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$236.56,0.00%
-291,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$178.26,0.00%
-292,292,Other communications equipment manufacturing,"$381,770.64",$7.89,0.00%
-293,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,218.17",0.00%
-294,122,Footwear manufacturing,"$1,145,231.54",$20.67,0.00%
-295,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$28,417.03",0.00%
-296,247,Small arms ammunition manufacturing,"$130,897.97",$2.29,0.00%
-297,121,Leather and hide tanning and finishing,"$1,328,163.62",$21.76,0.00%
-298,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$264.04,0.00%
-299,113,Curtain and linen mills,"$612,878.58",$9.59,0.00%
-300,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$216.95,0.00%
-301,123,Other leather and allied product manufacturing,"$17,594,328.12",$261.18,0.00%
-302,12,Dairy cattle and milk production,"$62,699,899.43",$848.85,0.00%
-303,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$17,047.26",0.00%
-304,31,Support activities for oil and gas operations,"$1,698,256,439.85","$22,723.38",0.00%
-305,114,Textile bag and canvas mills,"$11,730,951.51",$152.27,0.00%
-306,103,Distilleries,"$59,042,281.71",$672.50,0.00%
-307,172,Toilet preparation manufacturing,"$51,736,916.86",$581.60,0.00%
-308,363,Dental laboratories,"$2,922,984.08",$31.61,0.00%
-309,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$32.29,0.00%
-310,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$742.41,0.00%
-311,33,Other nonmetallic minerals services,"$83,884,373.37",$685.39,0.00%
-312,1,Oilseed farming,"$938,686.11",$7.33,0.00%
-313,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$279.14,0.00%
-314,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$7.75,0.00%
-315,105,"Fiber, yarn, and thread mills","$13,455,310.58",$78.74,0.00%
-316,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$55.70,0.00%
-317,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$20.39,0.00%
-318,109,Knit fabric mills,"$9,334,399.88",$36.76,0.00%
-319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$91.16,0.00%
-320,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.53,0.00%
-321,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$68.16,0.00%
-322,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$8.86,0.00%
-323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.48,0.00%
-324,25,Other metal ore mining,"$65,796,499.90",$100.97,0.00%
-325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$41.62,0.00%
-326,30,Drilling oil and gas wells,"$252,242,568.28",$110.37,0.00%
-327,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
-328,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,609.64",33.10%
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,433.85",31.99%
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,982.85",10.41%
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,295.22",7.98%
+9,21,Coal mining,"$2,911,704,202.57","$144,866,604.78",4.98%
+10,198,Concrete pipe manufacturing,"$4,169,914.39","$186,835.72",4.48%
+11,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$10,287,461.51",2.86%
+12,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$20,055,311.60",2.07%
+13,460,Other support services,"$116,743,407.01","$2,136,593.84",1.83%
+14,224,Nonferrous forging,"$17,187,170.89","$302,461.20",1.76%
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$5,059,566.74",1.69%
+16,223,Iron and steel forging,"$52,274,449.17","$878,160.55",1.68%
+17,134,Prefabricated wood building manufacturing,"$6,341,600.48","$99,016.51",1.56%
+18,254,Construction machinery manufacturing,"$33,431,733.61","$482,357.16",1.44%
+19,129,Wood windows and door manufacturing,"$6,006,154.37","$80,070.39",1.33%
+20,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94","$213,391.74",1.30%
+21,451,Management of companies and enterprises,"$529,170,690.74","$6,764,777.32",1.28%
+22,26,Stone mining and quarrying,"$31,976,061.34","$403,151.50",1.26%
+23,457,Investigation and security services,"$59,623,127.89","$745,633.44",1.25%
+24,454,Employment services,"$387,522,663.46","$4,819,125.75",1.24%
+25,455,Business support services,"$81,622,923.15","$968,838.95",1.19%
+26,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07","$2,051.94",1.16%
+27,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$6,270,565.52",1.13%
+28,197,Concrete block and brick manufacturing,"$4,381,689.69","$48,123.14",1.10%
+29,199,Other concrete product manufacturing,"$20,536,708.26","$219,896.89",1.07%
+30,453,Facilities support services,"$18,809,929.65","$196,482.84",1.04%
+31,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$54,867.39",1.01%
+32,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$5,394,998.32",0.95%
+33,399,Truck transportation,"$1,193,488,141.88","$10,698,071.06",0.90%
+34,440,Specialized design services,"$35,933,528.26","$310,053.56",0.86%
+35,403,Couriers and messengers,"$213,253,723.63","$1,721,520.92",0.81%
+36,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$108,117.26",0.80%
+37,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$691,106.15",0.78%
+38,196,Ready-mix concrete manufacturing,"$285,491,907.84","$2,173,237.31",0.76%
+39,508,Postal service,"$125,450,187.77","$932,878.47",0.74%
+40,174,Explosives manufacturing,"$52,050,877.00","$377,744.95",0.73%
+41,337,Aircraft manufacturing,"$86,772,712.07","$614,298.24",0.71%
+42,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$4,007,904.73",0.70%
+43,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$641,655.77",0.70%
+44,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$1,693,258.28",0.69%
+45,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$535,943.88",0.69%
+46,447,"Advertising, public relations, and related services","$76,206,587.86","$516,512.46",0.68%
+47,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$3,759,681.85",0.67%
+48,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$4,452,633.69",0.66%
+49,498,Personal and household goods repair and maintenance,"$109,517,563.73","$704,324.98",0.64%
+50,42,Electric power transmission and distribution,"$1,117,279,919.78","$7,032,792.74",0.63%
+51,437,Legal services,"$411,686,987.07","$2,582,993.39",0.63%
+52,432,Automotive equipment rental and leasing,"$102,405,091.42","$630,180.56",0.62%
+53,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$4,971,481.97",0.61%
+54,418,"Data processing, hosting, and related services","$291,048,307.59","$1,734,704.12",0.60%
+55,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$909,016.96",0.59%
+56,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$1,516,651.71",0.58%
+57,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$5,681,804.28",0.58%
+58,452,Office administrative services,"$121,416,424.85","$698,305.66",0.58%
+59,509,Federal electric utilities,"$17,146,395.42","$98,610.92",0.58%
+60,413,Radio and television broadcasting,"$128,460,835.20","$734,568.64",0.57%
+61,448,Photographic services,"$6,946,918.71","$39,497.88",0.57%
+62,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$642,156.48",0.57%
+63,458,Services to buildings,"$210,863,686.06","$1,184,310.93",0.56%
+64,479,Commercial Sports Except Racing,"$3,476,338.42","$19,312.74",0.56%
+65,505,Business and professional associations,"$86,788,585.52","$473,058.20",0.55%
+66,406,Periodical publishers,"$16,212,170.93","$88,366.63",0.55%
+67,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$2,904,777.09",0.54%
+68,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$1,698,246.48",0.54%
+69,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$7,418,228.46",0.54%
+70,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$1,188,526.33",0.54%
+71,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$1,733,482.40",0.54%
+72,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$2,811,190.32",0.53%
+73,515,Local government electric utilities,"$7,801,045.18","$40,231.58",0.52%
+74,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$24,618.35",0.51%
+75,487,Fitness and recreational sports centers,"$47,685,531.12","$242,430.87",0.51%
+76,431,Owner-occupied housing,"$4,444,497,247.52","$22,532,559.99",0.51%
+77,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$645,604.09",0.51%
+78,492,Limited-service restaurants,"$1,041,352,547.93","$5,233,605.07",0.50%
+79,408,"Directory, mailing list, and other publishers","$4,955,701.45","$24,817.05",0.50%
+80,466,Offices of dentists,"$271,899,263.02","$1,353,562.58",0.50%
+81,43,Natural gas distribution,"$226,004,592.60","$1,118,454.70",0.49%
+82,472,Hospitals,"$775,130,452.97","$3,835,138.25",0.49%
+83,390,Retail - Health and personal care stores,"$189,122,051.74","$932,933.03",0.49%
+84,499,Personal care services,"$105,986,766.41","$522,329.28",0.49%
+85,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$626,286.73",0.49%
+86,414,Cable and other subscription programming,"$23,580,404.28","$114,181.75",0.48%
+87,462,Elementary and secondary schools,"$34,238,275.96","$164,063.08",0.48%
+88,424,Other financial investment activities,"$1,738,609,271.81","$8,330,766.34",0.48%
+89,387,Retail - Electronics and appliance stores,"$60,211,745.28","$287,812.67",0.48%
+90,404,Warehousing and storage,"$190,282,196.62","$908,318.69",0.48%
+91,425,Direct life insurance carriers,"$42,208,644.52","$200,818.37",0.48%
+92,394,Retail - General merchandise stores,"$553,647,942.57","$2,631,316.46",0.48%
+93,396,Air transportation,"$185,983,832.23","$878,739.30",0.47%
+94,495,Car washes,"$60,896,626.31","$287,509.46",0.47%
+95,491,Full-service restaurants,"$957,773,115.52","$4,506,161.19",0.47%
+96,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$1,057,761.79",0.47%
+97,389,Retail - Food and beverage stores,"$517,469,128.57","$2,410,816.48",0.47%
+98,475,Individual and family services,"$223,584,092.68","$1,033,831.74",0.46%
+99,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$3,349,788.37",0.46%
+100,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$1,123,133.08",0.45%
+101,410,Software publishers,"$184,892,079.62","$835,877.34",0.45%
+102,459,Landscape and horticultural services,"$275,016,411.40","$1,230,923.91",0.45%
+103,484,Amusement parks and arcades,"$8,147,368.71","$36,455.14",0.45%
+104,478,Performing arts companies,"$63,413,148.22","$282,271.18",0.45%
+105,461,Waste management and remediation services,"$225,632,059.53","$998,882.29",0.44%
+106,514,Local government passenger transit,"$2,981,749.49","$13,127.92",0.44%
+107,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$37,325.01",0.44%
+108,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$908,754.52",0.43%
+109,443,"Other computer related services, including facilities management","$44,926,337.84","$194,726.45",0.43%
+110,510,Other federal government enterprises,"$1,867,051.07","$8,032.76",0.43%
+111,465,Offices of physicians,"$740,188,232.97","$3,156,741.79",0.43%
+112,400,Transit and ground passenger transportation,"$87,175,571.40","$370,439.20",0.42%
+113,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$475,255.65",0.42%
+114,503,Religious organizations,"$135,764,739.85","$566,487.44",0.42%
+115,502,Other personal services,"$178,806,274.18","$745,895.14",0.42%
+116,426,"Insurance carriers, except direct life","$545,149,698.92","$2,259,706.53",0.41%
+117,506,Labor and civic organizations,"$105,944,986.89","$431,105.16",0.41%
+118,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$99,884.34",0.41%
+119,439,"Architectural, engineering, and related services","$663,216,940.93","$2,682,037.44",0.40%
+120,507,Private households,"$17,924,890.71","$72,220.66",0.40%
+121,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$997,414.61",0.40%
+122,473,Nursing and community care facilities,"$273,693,670.49","$1,073,733.52",0.39%
+123,405,Newspaper publishers,"$75,385,661.65","$295,195.56",0.39%
+124,398,Water transportation,"$11,961,984.14","$46,150.22",0.39%
+125,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$281,113.51",0.38%
+126,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$884,045.55",0.38%
+127,44,"Water, sewage and other systems","$21,303,485.72","$79,612.39",0.37%
+128,476,Child day care services,"$173,556,969.71","$645,806.43",0.37%
+129,481,"Independent artists, writers, and performers","$137,990,888.93","$512,425.12",0.37%
+130,449,Veterinary services,"$101,826,770.30","$377,851.47",0.37%
+131,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$518,233.93",0.37%
+132,464,Other educational services,"$276,105,016.01","$1,007,652.93",0.36%
+133,444,Management consulting services,"$251,198,056.46","$916,738.21",0.36%
+134,468,Outpatient care centers,"$330,858,673.33","$1,191,774.68",0.36%
+135,493,All other food and drinking places,"$603,532,483.05","$2,151,624.51",0.36%
+136,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$659,229.63",0.35%
+137,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$3,750,728.93",0.35%
+138,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$1,165,440.48",0.34%
+139,516,Other local government enterprises,"$776,177,579.59","$2,644,056.00",0.34%
+140,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16","$9,498.80",0.33%
+141,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$409,779.17",0.33%
+142,513,Other state government enterprises,"$14,156,836.55","$46,561.19",0.33%
+143,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$468,646.44",0.32%
+144,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$147,242.73",0.32%
+145,221,Custom roll forming,"$23,817,580.17","$76,850.38",0.32%
+146,3,Vegetable and melon farming,"$6,609,930.97","$21,231.03",0.32%
+147,104,Tobacco manufacturing,"$6,603,883.06","$20,883.94",0.32%
+148,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$15,178.62",0.31%
+149,415,Wired telecommunications carriers,"$765,674,352.28","$2,326,753.07",0.30%
+150,469,Medical and diagnostic laboratories,"$105,938,912.27","$319,669.12",0.30%
+151,429,Other real estate,"$4,970,388,101.43","$14,818,406.03",0.30%
+152,430,Tenant-occupied housing,"$1,046,341,198.42","$3,051,376.94",0.29%
+153,500,Death care services,"$46,286,967.10","$133,516.07",0.29%
+154,411,Motion picture and video industries,"$109,931,494.98","$310,634.40",0.28%
+155,4,Fruit farming,"$384,884.42","$1,075.87",0.28%
+156,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22","$6,923.17",0.26%
+157,242,Metal coating and nonprecious engraving,"$8,101,071.47","$21,258.30",0.26%
+158,471,Other ambulatory health care services,"$103,224,782.99","$264,913.40",0.26%
+159,203,Cut stone and stone product manufacturing,"$1,374,172.26","$3,515.08",0.26%
+160,467,Offices of other health practitioners,"$364,689,970.79","$917,671.74",0.25%
+161,470,Home health care services,"$73,759,567.90","$182,812.53",0.25%
+162,391,Retail - Gasoline stores,"$487,933,166.50","$1,204,782.08",0.25%
+163,201,Gypsum product manufacturing,"$62,726,288.59","$153,971.81",0.25%
+164,501,Dry-cleaning and laundry services,"$83,675,246.11","$199,711.39",0.24%
+165,486,Other amusement and recreation industries,"$263,123,626.14","$605,085.91",0.23%
+166,239,Machine shops,"$129,567,269.37","$296,934.00",0.23%
+167,195,Cement manufacturing,"$132,407,672.79","$302,934.82",0.23%
+168,16,Commercial logging,"$38,196,492.13","$85,291.18",0.22%
+169,397,Rail transportation,"$1,846,923,315.97","$4,034,595.01",0.22%
+170,229,Plate work manufacturing,"$7,212,949.34","$15,752.44",0.22%
+171,407,Book publishers,"$8,704,740.33","$18,632.48",0.21%
+172,37,Electric power generation - Solar,"$4,333,055.09","$9,044.02",0.21%
+173,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$4,009,536.35",0.21%
+174,38,Electric power generation - Wind,"$185,428,436.16","$387,029.05",0.21%
+175,135,All other miscellaneous wood product manufacturing,"$1,464,925.21","$3,045.69",0.21%
+176,485,Gambling industries (except casino hotels),"$417,593,840.35","$810,625.83",0.19%
+177,139,Paperboard container manufacturing,"$2,219,895.78","$4,221.21",0.19%
+178,488,Bowling centers,"$21,593,225.39","$38,814.87",0.18%
+179,480,Racing and Track Operation,"$6,801,162.46","$12,066.22",0.18%
+180,125,Wood preservation,"$25,246,163.52","$43,464.20",0.17%
+181,322,Carbon and graphite product manufacturing,"$10,049,890.88","$16,070.68",0.16%
+182,434,Video tape and disc rental,"$3,473,473.59","$5,516.22",0.16%
+183,27,Sand and gravel mining,"$216,223,131.49","$340,796.84",0.16%
+184,442,Computer systems design services,"$304,936,867.78","$464,736.53",0.15%
+185,144,Printing,"$57,542,256.23","$83,690.49",0.15%
+186,368,Sign manufacturing,"$23,533,228.46","$33,063.48",0.14%
+187,456,Travel arrangement and reservation services,"$498,338,395.79","$697,335.95",0.14%
+188,146,Petroleum refineries,"$6,572,475,454.77","$9,073,444.10",0.14%
+189,335,Other motor vehicle parts manufacturing,"$4,272,109.66","$5,527.85",0.13%
+190,124,Sawmills,"$141,329,754.94","$176,282.55",0.12%
+191,100,Manufactured ice,"$3,942,329.02","$4,283.23",0.11%
+192,490,Other accommodations,"$130,132,793.65","$138,399.18",0.11%
+193,226,Handtool manufacturing,"$14,510,909.57","$14,737.19",0.10%
+194,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$119,413.13",0.10%
+195,220,Nonferrous metal foundries,"$16,365,994.89","$15,665.03",0.10%
+196,228,Fabricated structural metal manufacturing,"$108,558,620.40","$96,890.98",0.09%
+197,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97","$9,745.79",0.09%
+198,238,Spring and wire product manufacturing,"$10,164,502.90","$8,650.86",0.09%
+199,445,Environmental and other technical consulting services,"$1,027,018,118.68","$865,851.28",0.08%
+200,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$9,589.29",0.08%
+201,446,Scientific research and development services,"$1,017,623,425.88","$848,758.58",0.08%
+202,235,Metal cans manufacturing,"$84,837,591.04","$67,285.31",0.08%
+203,441,Custom computer programming services,"$266,955,199.74","$195,810.10",0.07%
+204,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13","$9,667.67",0.07%
+205,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$62,263.39",0.07%
+206,175,Custom compounding of purchased resins,"$17,576,678.87","$11,817.28",0.07%
+207,32,Metal mining services,"$40,137,198.28","$26,777.70",0.07%
+208,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$54,865.25",0.06%
+209,99,Bottled and canned soft drinks and water,"$177,852,624.62","$108,574.64",0.06%
+210,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$51,719.01",0.06%
+211,10,All other crop farming,"$163,550,998.97","$96,943.40",0.06%
+212,18,Commercial hunting and trapping,"$23,256,232.55","$13,376.38",0.06%
+213,132,Wood container and pallet manufacturing,"$5,150,805.78","$2,930.49",0.06%
+214,185,Other plastics product manufacturing,"$54,262,105.84","$29,625.48",0.05%
+215,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01","$3,107.55",0.05%
+216,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$80,395.30",0.05%
+217,20,Oil and gas extraction,"$4,984,035,362.50","$2,227,080.99",0.04%
+218,401,Pipeline transportation,"$1,611,889,849.10","$698,986.26",0.04%
+219,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43","$14,096.61",0.04%
+220,251,Other fabricated metal manufacturing,"$30,533,977.78","$11,409.74",0.04%
+221,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$189,865.36",0.04%
+222,329,Travel trailer and camper manufacturing,"$11,059,948.62","$4,007.37",0.04%
+223,102,Wineries,"$2,616,541.19",$884.65,0.03%
+224,13,Poultry and egg production,"$69,842,214.62","$21,330.87",0.03%
+225,19,Support activities for agriculture and forestry,"$44,762,204.87","$12,981.19",0.03%
+226,366,"Doll, toy, and game manufacturing","$8,851,137.40","$2,492.65",0.03%
+227,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67","$1,183.63",0.03%
+228,101,Breweries,"$54,815,146.01","$14,444.16",0.03%
+229,231,Sheet metal work manufacturing,"$2,174,657.13",$538.03,0.02%
+230,79,Fluid milk manufacturing,"$4,900,848.36","$1,145.30",0.02%
+231,116,Other textile product mills,"$18,711,047.72","$4,327.09",0.02%
+232,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$166.58,0.02%
+233,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$8,543.62",0.02%
+234,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$12,957.35",0.02%
+235,15,"Forestry, forest products, and timber tract production","$319,991.92",$67.39,0.02%
+236,285,Fluid power pump and motor manufacturing,"$6,646,876.88","$1,353.87",0.02%
+237,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$27,724.36",0.02%
+238,2,Grain farming,"$130,099,289.43","$21,179.37",0.02%
+239,151,Petrochemical manufacturing,"$673,077,918.86","$109,147.15",0.02%
+240,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$578.84,0.02%
+241,364,Jewelry and silverware manufacturing,"$9,505,473.72","$1,428.51",0.02%
+242,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$98,709.84",0.01%
+243,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$16,943.06",0.01%
+244,188,Other rubber product manufacturing,"$4,573,849.57",$652.66,0.01%
+245,59,Other animal food manufacturing,"$23,797,093.38","$3,135.76",0.01%
+246,85,Meat processed from carcasses,"$59,683,965.53","$7,496.53",0.01%
+247,370,Musical instrument manufacturing,"$937,638.70",$117.05,0.01%
+248,62,Malt manufacturing,"$10,977,359.34","$1,324.79",0.01%
+249,373,Burial casket manufacturing,"$6,137,323.55",$737.12,0.01%
+250,265,Industrial mold manufacturing,"$419,356.03",$49.27,0.01%
+251,66,Breakfast cereal manufacturing,"$8,312,290.22",$938.44,0.01%
+252,93,Other snack food manufacturing,"$10,656,196.90","$1,198.13",0.01%
+253,374,All other miscellaneous manufacturing,"$25,842,264.37","$2,713.92",0.01%
+254,354,Custom architectural woodwork and millwork,"$78,271.86",$7.61,0.01%
+255,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$636.98,0.01%
+256,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$607.87,0.01%
+257,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77","$2,059.65",0.01%
+258,317,Relay and industrial control manufacturing,"$20,041,079.83","$1,680.13",0.01%
+259,311,Lighting fixture manufacturing,"$8,501,584.76",$709.39,0.01%
+260,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$954.95,0.01%
+261,155,Other basic organic chemical manufacturing,"$99,443,897.11","$7,464.04",0.01%
+262,320,Other communication and energy wire manufacturing,"$38,208,866.07","$2,603.76",0.01%
+263,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$106.04,0.01%
+264,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$233.24,0.01%
+265,84,"Animal, except poultry, slaughtering","$216,958,801.29","$12,844.75",0.01%
+266,9,Sugarcane and sugar beet farming,"$62,280,333.14","$3,395.79",0.01%
+267,358,Blind and shade manufacturing,"$111,215.22",$5.96,0.01%
+268,359,Surgical and medical instrument manufacturing,"$20,843,640.29","$1,102.53",0.01%
+269,94,Coffee and tea manufacturing,"$30,751,047.34","$1,618.36",0.01%
+270,24,Gold ore and silver ore mining,"$40,475,210.09","$2,027.94",0.01%
+271,67,Beet sugar manufacturing,"$209,970,196.03","$10,166.62",0.00%
+272,353,Wood office furniture manufacturing,"$616,006.76",$29.24,0.00%
+273,260,All other industrial machinery manufacturing,"$303,218.25",$13.85,0.00%
+274,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$96.92,0.00%
+275,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$381.64,0.00%
+276,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$41.89,0.00%
+277,97,Spice and extract manufacturing,"$12,042,344.87",$479.00,0.00%
+278,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$124.03,0.00%
+279,326,Motor vehicle body manufacturing,"$51,726,843.92","$1,968.65",0.00%
+280,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$37,828.12",0.00%
+281,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$36.20,0.00%
+282,31,Support activities for oil and gas operations,"$1,698,256,439.85","$54,704.41",0.00%
+283,58,Dog and cat food manufacturing,"$23,319,111.08",$690.86,0.00%
+284,173,Printing ink manufacturing,"$6,373,572.26",$176.06,0.00%
+285,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$13,270.60",0.00%
+286,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13","$5,045.23",0.00%
+287,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$139.21,0.00%
+288,86,Rendering and meat byproduct processing,"$169,552.02",$4.39,0.00%
+289,118,Cut and sew apparel contractors,"$624,247.24",$16.01,0.00%
+290,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$270.13,0.00%
+291,302,Automatic environmental control manufacturing,"$4,809,195.11",$113.23,0.00%
+292,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$183.41,0.00%
+293,292,Other communications equipment manufacturing,"$381,770.64",$8.27,0.00%
+294,33,Other nonmetallic minerals services,"$83,884,373.37","$1,725.01",0.00%
+295,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$32,678.85",0.00%
+296,122,Footwear manufacturing,"$1,145,231.54",$22.26,0.00%
+297,247,Small arms ammunition manufacturing,"$130,897.97",$2.48,0.00%
+298,261,Commercial and service industry machinery manufacturing,"$118,574,901.91","$2,226.02",0.00%
+299,121,Leather and hide tanning and finishing,"$1,328,163.62",$24.26,0.00%
+300,113,Curtain and linen mills,"$612,878.58",$10.77,0.00%
+301,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$241.91,0.00%
+302,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$265.13,0.00%
+303,123,Other leather and allied product manufacturing,"$17,594,328.12",$277.98,0.00%
+304,12,Dairy cattle and milk production,"$62,699,899.43",$980.66,0.00%
+305,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$19,119.37",0.00%
+306,114,Textile bag and canvas mills,"$11,730,951.51",$173.89,0.00%
+307,103,Distilleries,"$59,042,281.71",$766.55,0.00%
+308,172,Toilet preparation manufacturing,"$51,736,916.86",$662.63,0.00%
+309,363,Dental laboratories,"$2,922,984.08",$36.07,0.00%
+310,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$32.66,0.00%
+311,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$752.33,0.00%
+312,1,Oilseed farming,"$938,686.11",$8.51,0.00%
+313,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$318.45,0.00%
+314,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$8.17,0.00%
+315,105,"Fiber, yarn, and thread mills","$13,455,310.58",$88.25,0.00%
+316,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$23.11,0.00%
+317,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$56.30,0.00%
+318,109,Knit fabric mills,"$9,334,399.88",$42.04,0.00%
+319,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$98.31,0.00%
+320,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$9.99,0.00%
+321,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$52.98,0.00%
+322,25,Other metal ore mining,"$65,796,499.90",$162.45,0.00%
+323,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$70.23,0.00%
+324,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$17.71,0.00%
+325,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$45.24,0.00%
+326,30,Drilling oil and gas wells,"$252,242,568.28",$212.20,0.00%
+327,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+328,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
 329,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
-330,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
-331,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
+330,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+331,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
 332,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
-333,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
-334,61,Rice milling,$0.00,$0.00,0.00%
-335,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
-336,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
-337,200,Lime manufacturing,$0.00,$0.00,0.00%
-338,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
-339,91,Tortilla manufacturing,$0.00,$0.00,0.00%
-340,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
-341,237,Hardware manufacturing,$0.00,$0.00,0.00%
-342,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+333,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
+334,98,All other food manufacturing,$0.00,$0.00,0.00%
+335,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+336,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
+337,8,Cotton farming,$0.00,$0.00,0.00%
+338,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+339,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
+340,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
+341,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
+342,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
 343,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
-344,357,Mattress manufacturing,$0.00,$0.00,0.00%
-345,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
-346,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
-347,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
-348,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
-349,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
-350,168,Adhesive manufacturing,$0.00,$0.00,0.00%
-351,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
-352,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
-353,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
-354,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
-355,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
-356,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
-357,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
-358,145,Support activities for printing,$0.00,$0.00,0.00%
-359,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
-360,8,Cotton farming,$0.00,$0.00,0.00%
-361,60,Flour milling,$0.00,$0.00,0.00%
-362,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
-363,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
-364,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
-365,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
-366,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
-367,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
-368,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
-369,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
-370,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
-371,23,Iron ore mining,$0.00,$0.00,0.00%
-372,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
-373,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
-374,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
-375,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
-376,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
-377,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
-378,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
-379,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
-380,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
-381,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
-382,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
-383,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-384,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
-385,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
-386,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
-387,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
-388,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
-389,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
-390,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
-391,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
-392,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
-393,7,Tobacco farming,$0.00,$0.00,0.00%
-394,111,Fabric coating mills,$0.00,$0.00,0.00%
-395,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
-396,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
-397,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
-398,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
-399,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
-400,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
-401,412,Sound recording industries,$0.00,$0.00,0.00%
-402,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
-403,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
-404,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
-405,193,Glass container manufacturing,$0.00,$0.00,0.00%
-406,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
-407,137,Paper mills,$0.00,$0.00,0.00%
-408,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
-409,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
-410,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
-411,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
-412,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
-413,83,Poultry processing,$0.00,$0.00,0.00%
-414,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
-415,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
-416,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
-417,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
-418,241,Metal heat treating,$0.00,$0.00,0.00%
-419,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
-420,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
-421,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
-422,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
-423,161,Fertilizer mixing,$0.00,$0.00,0.00%
-424,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
-425,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
-426,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
-427,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
-428,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
-429,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
-430,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
-431,318,Battery manufacturing,$0.00,$0.00,0.00%
-432,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
-433,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
-434,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
-435,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
-436,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
-437,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
-438,268,Machine tool manufacturing,$0.00,$0.00,0.00%
-439,191,Flat glass manufacturing,$0.00,$0.00,0.00%
-440,98,All other food manufacturing,$0.00,$0.00,0.00%
-441,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
-442,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
-443,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
-444,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
-445,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
-446,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
-447,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
-448,5,Tree nut farming,$0.00,$0.00,0.00%
-449,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
-450,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
-451,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
-452,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
-453,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
-454,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
-455,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
-456,17,Commercial fishing,$0.00,$0.00,0.00%
-457,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
-458,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
-459,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
-460,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
-461,63,Wet corn milling,$0.00,$0.00,0.00%
-462,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
-463,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
-464,77,Cheese manufacturing,$0.00,$0.00,0.00%
-465,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
-466,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
-467,141,Stationery product manufacturing,$0.00,$0.00,0.00%
-468,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
-469,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
-470,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
-471,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
-472,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
-473,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
-474,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
-475,138,Paperboard mills,$0.00,$0.00,0.00%
-476,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+344,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+345,60,Flour milling,$0.00,$0.00,0.00%
+346,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+347,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+348,7,Tobacco farming,$0.00,$0.00,0.00%
+349,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+350,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+351,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
+352,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
+353,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
+354,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+355,23,Iron ore mining,$0.00,$0.00,0.00%
+356,168,Adhesive manufacturing,$0.00,$0.00,0.00%
+357,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+358,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
+359,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
+360,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+361,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+362,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+363,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+364,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
+365,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+366,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
+367,241,Metal heat treating,$0.00,$0.00,0.00%
+368,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+369,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+370,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+371,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+372,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
+373,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+374,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
+375,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+376,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+377,193,Glass container manufacturing,$0.00,$0.00,0.00%
+378,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
+379,137,Paper mills,$0.00,$0.00,0.00%
+380,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+381,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
+382,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+383,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
+384,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+385,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
+386,200,Lime manufacturing,$0.00,$0.00,0.00%
+387,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
+388,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+389,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+390,237,Hardware manufacturing,$0.00,$0.00,0.00%
+391,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+392,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+393,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+394,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
+395,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
+396,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
+397,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
+398,111,Fabric coating mills,$0.00,$0.00,0.00%
+399,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
+400,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+401,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
+402,17,Commercial fishing,$0.00,$0.00,0.00%
+403,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
+404,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+405,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
+406,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
+407,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+408,412,Sound recording industries,$0.00,$0.00,0.00%
+409,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+410,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+411,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
+412,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+413,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+414,145,Support activities for printing,$0.00,$0.00,0.00%
+415,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
+416,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
+417,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+418,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+419,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+420,191,Flat glass manufacturing,$0.00,$0.00,0.00%
+421,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
+422,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+423,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+424,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
+425,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+426,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+427,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
+428,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+429,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+430,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+431,328,Motor home manufacturing,$0.00,$0.00,0.00%
+432,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+433,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+434,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+435,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+436,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+437,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+438,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
+439,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
+440,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
+441,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
+442,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
+443,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
+444,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+445,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
+446,63,Wet corn milling,$0.00,$0.00,0.00%
+447,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
+448,210,Steel wire drawing,$0.00,$0.00,0.00%
+449,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
+450,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
+451,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+452,75,Canned specialties,$0.00,$0.00,0.00%
+453,41,Electric power generation - All other,$0.00,$0.00,0.00%
+454,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
+455,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
+456,357,Mattress manufacturing,$0.00,$0.00,0.00%
+457,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
+458,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
+459,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
+460,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
+461,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
+462,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+463,77,Cheese manufacturing,$0.00,$0.00,0.00%
+464,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
+465,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+466,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
+467,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
+468,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+469,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
+470,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
+471,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+472,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
+473,138,Paperboard mills,$0.00,$0.00,0.00%
+474,219,Ferrous metal foundries,$0.00,$0.00,0.00%
+475,117,Apparel knitting mills,$0.00,$0.00,0.00%
+476,83,Poultry processing,$0.00,$0.00,0.00%
 477,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
-478,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
-479,117,Apparel knitting mills,$0.00,$0.00,0.00%
-480,186,Tire manufacturing,$0.00,$0.00,0.00%
-481,321,Wiring device manufacturing,$0.00,$0.00,0.00%
-482,112,Carpet and rug mills,$0.00,$0.00,0.00%
-483,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
-484,409,Greeting card publishing,$0.00,$0.00,0.00%
-485,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
-486,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
-487,75,Canned specialties,$0.00,$0.00,0.00%
-488,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
-489,210,Steel wire drawing,$0.00,$0.00,0.00%
-490,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
-491,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
-492,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
-493,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
-494,219,Ferrous metal foundries,$0.00,$0.00,0.00%
-495,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
-496,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
-497,511,State government passenger transit,$0.00,$0.00,0.00%
-498,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
-499,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
-500,328,Motor home manufacturing,$0.00,$0.00,0.00%
-501,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-502,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
-503,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
-504,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
-505,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
-506,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
-507,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
-508,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
-509,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
-510,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
-511,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
-512,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
-513,343,Ship building and repairing,$0.00,$0.00,0.00%
-514,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
-515,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
-516,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
-517,344,Boat building,$0.00,$0.00,0.00%
-518,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
-519,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
-520,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
-521,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
-522,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
-523,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
-524,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
-525,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
-526,512,State government electric utilities,$0.00,$0.00,0.00%
-527,41,Electric power generation - All other,$0.00,$0.00,0.00%
-528,136,Pulp mills,$0.00,$0.00,0.00%
+478,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
+479,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+480,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
+481,511,State government passenger transit,$0.00,$0.00,0.00%
+482,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
+483,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+484,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
+485,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+486,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+487,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+488,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+489,318,Battery manufacturing,$0.00,$0.00,0.00%
+490,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+491,161,Fertilizer mixing,$0.00,$0.00,0.00%
+492,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+493,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
+494,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
+495,409,Greeting card publishing,$0.00,$0.00,0.00%
+496,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
+497,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
+498,5,Tree nut farming,$0.00,$0.00,0.00%
+499,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+500,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+501,186,Tire manufacturing,$0.00,$0.00,0.00%
+502,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+503,112,Carpet and rug mills,$0.00,$0.00,0.00%
+504,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+505,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+506,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
+507,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
+508,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+509,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+510,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
+511,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+512,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
+513,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
+514,321,Wiring device manufacturing,$0.00,$0.00,0.00%
+515,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
+516,512,State government electric utilities,$0.00,$0.00,0.00%
+517,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+518,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+519,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+520,136,Pulp mills,$0.00,$0.00,0.00%
+521,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+522,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
+523,61,Rice milling,$0.00,$0.00,0.00%
+524,344,Boat building,$0.00,$0.00,0.00%
+525,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+526,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
+527,343,Ship building and repairing,$0.00,$0.00,0.00%
+528,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2035/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2035/occupation_impacts_table.csv
index 1503b73..b167f8f 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2035/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2035/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,92.40,88.44,"$11,650,600.68","$2,175,315.75","$13,825,916.43","206,290.15"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",18.38,17.68,"$2,945,910.81","$565,126.19","$3,511,037.00","39,664.89"
-11-3000,Operations Specialties Managers,48.82,47.40,"$7,420,715.81","$1,446,985.97","$8,867,701.77","105,077.83"
-11-9000,Other Management Occupations,153.28,147.64,"$10,910,357.90","$1,968,780.15","$12,879,138.05","332,241.85"
-13-1000,Business Operations Specialists,219.79,212.25,"$14,829,762.50","$2,735,985.53","$17,565,748.03","445,563.28"
-13-2000,Financial Specialists,46.33,44.77,"$3,776,126.43","$682,730.82","$4,458,857.25","92,850.43"
-15-1200,Computer Occupations,35.00,33.83,"$4,056,244.31","$756,476.17","$4,812,720.49","69,886.66"
-15-2000,Mathematical Science Occupations,2.38,2.30,"$290,248.75","$52,223.82","$342,472.57","4,726.39"
-17-1000,"Architects, Surveyors, and Cartographers",4.79,4.62,"$281,353.83","$49,374.25","$330,728.07","9,738.51"
-17-2000,Engineers,95.85,93.50,"$8,804,076.68","$1,782,565.27","$10,586,641.94","199,470.78"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.30,25.71,"$1,988,097.64","$403,439.50","$2,391,537.14","52,045.54"
-19-1000,Life Scientists,0.72,0.68,"$68,961.86","$11,861.62","$80,823.48","1,418.30"
-19-2000,Physical Scientists,0.98,0.95,"$117,311.52","$23,223.30","$140,534.82","1,965.13"
-19-3000,Social Scientists and Related Workers,0.49,0.45,"$45,858.87","$8,371.35","$54,230.22",892.48
-19-4000,"Life, Physical, and Social Science Technicians",1.40,1.36,"$109,280.13","$21,708.95","$130,989.08","2,599.64"
-19-5000,Occupational Health and Safety Specialists and Technicians,10.85,10.51,"$637,202.76","$120,605.46","$757,808.23","21,987.80"
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",6.91,6.18,"$336,756.25","$63,643.57","$400,399.82","12,005.91"
-21-2000,Religious Workers,2.25,1.95,"$95,495.13","$13,877.84","$109,372.97","4,449.95"
-23-1000,"Lawyers, Judges, and Related Workers",4.32,4.14,"$689,702.95","$119,228.15","$808,931.09","9,240.40"
-23-2000,Legal Support Workers,2.47,2.36,"$136,187.00","$23,288.99","$159,476.00","4,450.55"
-25-1000,Postsecondary Teachers,1.13,1.03,"$73,807.51","$16,435.83","$90,243.34","1,698.89"
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",4.02,3.53,"$153,550.99","$29,122.34","$182,673.33","6,832.09"
-25-3000,Other Teachers and Instructors,3.09,2.76,"$113,897.48","$22,661.77","$136,559.25","3,921.35"
-25-4000,"Librarians, Curators, and Archivists",0.17,0.15,"$8,406.33","$1,433.57","$9,839.90",279.78
-25-9000,Other Educational Instruction and Library Occupations,2.22,1.96,"$79,219.12","$14,976.06","$94,195.18","3,107.61"
-27-1000,Art and Design Workers,5.13,4.89,"$356,034.22","$64,348.33","$420,382.55","9,286.64"
-27-2000,"Entertainers and Performers, Sports and Related Workers",2.37,2.11,"$131,945.28","$22,706.79","$154,652.08","3,302.21"
-27-3000,Media and Communication Workers,4.20,3.98,"$296,996.18","$54,575.64","$351,571.82","7,796.01"
-27-4000,Media and Communication Equipment Workers,1.45,1.35,"$81,453.67","$13,775.61","$95,229.28","2,467.79"
-29-1000,Healthcare Diagnosing or Treating Practitioners,20.41,18.78,"$2,514,462.24","$491,414.54","$3,005,876.78","36,767.01"
-29-2000,Health Technologists and Technicians,10.50,9.62,"$586,481.57","$115,279.29","$701,760.86","18,476.16"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.37,0.34,"$25,503.10","$4,842.68","$30,345.77",694.03
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",19.53,17.42,"$572,241.57","$111,544.79","$683,786.36","30,599.55"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.75,0.68,"$32,498.18","$6,466.04","$38,964.22","1,112.48"
-31-9000,Other Healthcare Support Occupations,7.86,7.19,"$306,737.50","$58,250.51","$364,988.01","12,706.63"
-33-1000,Supervisors of Protective Service Workers,0.59,0.53,"$45,472.35","$8,379.92","$53,852.27","1,237.54"
-33-2000,Firefighting and Prevention Workers,0.63,0.58,"$22,820.22","$3,956.93","$26,777.16","1,594.97"
-33-3000,Law Enforcement Workers,0.09,0.08,"$5,873.16","$1,445.35","$7,318.51",205.66
-33-9000,Other Protective Service Workers,11.27,10.34,"$567,374.33","$100,730.43","$668,104.76","18,402.38"
-35-1000,Supervisors of Food Preparation and Serving Workers,9.77,7.79,"$443,697.41","$62,907.98","$506,605.39","16,281.40"
-35-2000,Cooks and Food Preparation Workers,25.62,20.77,"$681,556.95","$99,476.43","$781,033.38","34,803.60"
-35-3000,Food and Beverage Serving Workers,51.60,41.16,"$1,200,409.92","$167,997.98","$1,368,407.90","56,084.86"
-35-9000,Other Food Preparation and Serving Related Workers,10.61,8.47,"$220,854.43","$31,012.49","$251,866.92","10,445.04"
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.50,1.38,"$69,269.84","$12,326.52","$81,596.36","3,020.15"
-37-2000,Building Cleaning and Pest Control Workers,22.08,20.49,"$683,615.59","$128,740.44","$812,356.03","35,239.67"
-37-3000,Grounds Maintenance Workers,7.28,6.72,"$262,054.18","$46,190.35","$308,244.52","12,365.42"
-39-1000,Supervisors of Personal Care and Service Workers,0.93,0.81,"$48,807.40","$10,267.29","$59,074.69","1,622.91"
-39-2000,Animal Care and Service Workers,1.34,1.18,"$32,815.89","$4,911.58","$37,727.46","1,798.53"
-39-3000,Entertainment Attendants and Related Workers,2.82,2.42,"$73,135.31","$16,091.07","$89,226.38","3,198.37"
-39-4000,Funeral Service Workers,0.23,0.20,"$7,412.89","$1,065.05","$8,477.94",348.95
-39-5000,Personal Appearance Workers,1.50,1.30,"$47,260.54","$7,077.99","$54,338.54","2,032.34"
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.25,0.22,"$8,744.34","$1,634.96","$10,379.30",385.52
-39-7000,Tour and Travel Guides,1.03,0.95,"$56,396.71","$10,158.10","$66,554.81","1,118.29"
-39-9000,Other Personal Care and Service Workers,5.78,5.01,"$130,388.00","$23,504.24","$153,892.24","6,712.76"
-41-1000,Supervisors of Sales Workers,11.97,10.82,"$875,493.71","$177,037.75","$1,052,531.46","23,720.52"
-41-2000,Retail Sales Workers,61.51,54.07,"$1,990,684.76","$413,864.52","$2,404,549.28","85,792.04"
-41-3000,"Sales Representatives, Services",19.95,19.07,"$1,382,280.80","$242,731.38","$1,625,012.18","39,883.91"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",39.84,38.79,"$3,889,534.32","$729,257.06","$4,618,791.38","84,122.35"
-41-9000,Other Sales and Related Workers,5.12,4.88,"$393,410.88","$74,610.99","$468,021.87","9,511.20"
-43-1000,Supervisors of Office and Administrative Support Workers,20.53,19.65,"$1,462,327.59","$283,754.76","$1,746,082.35","40,509.57"
-43-2000,Communications Equipment Operators,0.17,0.15,"$7,791.84","$1,447.63","$9,239.47",282.63
-43-3000,Financial Clerks,46.75,44.87,"$2,148,156.20","$401,077.27","$2,549,233.46","83,191.59"
-43-4000,Information and Record Clerks,41.62,39.44,"$2,122,644.81","$403,184.48","$2,525,829.29","69,978.25"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",49.72,47.41,"$3,081,798.20","$734,604.84","$3,816,403.03","95,756.11"
-43-6000,Secretaries and Administrative Assistants,46.33,44.32,"$1,925,404.39","$355,108.15","$2,280,512.55","82,204.82"
-43-9000,Other Office and Administrative Support Workers,59.75,57.27,"$2,120,375.39","$392,819.61","$2,513,195.00","97,356.43"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.07,0.06,"$5,173.69","$1,047.08","$6,220.77",142.86
-45-2000,Agricultural Workers,0.85,0.79,"$43,890.33","$8,531.43","$52,421.75","1,511.24"
-45-3000,Fishing and Hunting Workers,0.00,0.00,$33.40,$8.89,$42.29,1.79
-45-4000,"Forest, Conservation, and Logging Workers",0.09,0.08,"$4,804.23","$1,245.60","$6,049.83",188.52
-47-1000,Supervisors of Construction and Extraction Workers,163.64,158.29,"$7,531,808.63","$1,354,706.15","$8,886,514.78","352,633.91"
-47-2000,Construction Trades Workers,518.88,502.09,"$18,098,305.66","$3,259,422.27","$21,357,727.93","981,240.73"
-47-3000,"Helpers, Construction Trades",11.55,11.17,"$245,842.83","$42,835.41","$288,678.24","18,883.72"
-47-4000,Other Construction and Related Workers,7.54,7.30,"$414,649.13","$80,016.69","$494,665.82","14,905.86"
-47-5000,Extraction Workers,18.80,18.48,"$1,837,999.58","$422,826.87","$2,260,826.44","44,666.67"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",14.06,13.41,"$1,363,988.73","$276,663.68","$1,640,652.41","31,116.96"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.31,5.03,"$379,448.62","$76,014.25","$455,462.87","11,141.00"
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",37.11,34.10,"$2,358,582.95","$449,976.36","$2,808,559.31","74,566.10"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",80.20,77.50,"$5,420,903.89","$1,082,361.97","$6,503,265.86","164,794.40"
-51-1000,Supervisors of Production Workers,38.79,38.05,"$3,926,203.67","$803,030.07","$4,729,233.73","85,816.43"
-51-2000,Assemblers and Fabricators,161.56,158.71,"$10,162,929.44","$2,104,480.76","$12,267,410.20","315,019.08"
-51-3000,Food Processing Workers,2.05,1.77,"$79,078.97","$17,600.79","$96,679.76","3,429.60"
-51-4000,Metal Workers and Plastic Workers,194.62,191.00,"$13,502,340.32","$2,730,909.20","$16,233,249.52","398,784.29"
-51-5100,Printing Workers,0.73,0.71,"$43,493.38","$8,207.94","$51,701.32","1,365.95"
-51-6000,"Textile, Apparel, and Furnishings Workers",1.80,1.65,"$74,277.51","$13,322.29","$87,599.80","3,068.71"
-51-7000,Woodworkers,1.79,1.74,"$81,956.78","$15,786.72","$97,743.50","3,432.25"
-51-8000,Plant and System Operators,2.35,2.30,"$206,367.74","$57,851.50","$264,219.24","4,962.40"
-51-9000,Other Production Occupations,86.59,84.75,"$5,726,776.48","$1,170,749.31","$6,897,525.79","168,798.55"
-53-1000,Supervisors of Transportation and Material Moving Workers,8.23,7.83,"$669,300.31","$136,210.32","$805,510.63","17,485.59"
-53-2000,Air Transportation Workers,1.16,1.09,"$145,996.70","$33,511.71","$179,508.41","2,157.75"
-53-3000,Motor Vehicle Operators,60.85,57.38,"$3,681,747.22","$812,640.60","$4,494,387.82","123,211.49"
-53-4000,Rail Transportation Workers,1.04,0.97,"$99,226.86","$29,319.82","$128,546.68","2,473.62"
-53-5000,Water Transportation Workers,1.56,1.46,"$154,031.61","$28,139.82","$182,171.43","3,663.62"
-53-6000,Other Transportation Workers,2.90,2.56,"$109,180.05","$20,852.32","$130,032.37","4,461.21"
-53-7000,Material Moving Workers,103.44,98.72,"$5,171,093.61","$1,020,849.79","$6,191,943.40","176,654.38"
+11-1000,Top Executives,97.41,93.15,"$12,627,149.52","$2,369,946.19","$14,997,095.72","217,427.33"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",19.29,18.54,"$3,122,767.99","$595,468.93","$3,718,236.92","41,594.63"
+11-3000,Operations Specialties Managers,52.44,50.91,"$8,179,367.80","$1,602,773.84","$9,782,141.64","112,855.43"
+11-9000,Other Management Occupations,156.51,150.69,"$11,444,296.68","$2,078,456.03","$13,522,752.71","339,063.13"
+13-1000,Business Operations Specialists,225.82,217.99,"$15,519,419.96","$2,867,061.63","$18,386,481.59","457,458.29"
+13-2000,Financial Specialists,49.45,47.78,"$4,155,382.72","$749,272.41","$4,904,655.14","99,066.08"
+15-1200,Computer Occupations,37.04,35.79,"$4,351,947.49","$806,394.14","$5,158,341.63","73,935.98"
+15-2000,Mathematical Science Occupations,2.60,2.51,"$323,630.56","$57,924.33","$381,554.88","5,163.27"
+17-1000,"Architects, Surveyors, and Cartographers",5.44,5.26,"$351,895.24","$64,438.52","$416,333.77","11,088.23"
+17-2000,Engineers,99.44,97.02,"$9,321,591.38","$1,895,668.54","$11,217,259.92","207,363.45"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",26.73,26.12,"$2,021,948.03","$409,861.61","$2,431,809.64","52,878.66"
+19-1000,Life Scientists,0.82,0.77,"$79,366.72","$13,692.29","$93,059.01","1,616.90"
+19-2000,Physical Scientists,1.09,1.05,"$130,652.09","$25,940.98","$156,593.07","2,178.77"
+19-3000,Social Scientists and Related Workers,0.56,0.51,"$52,838.98","$9,636.28","$62,475.26","1,020.96"
+19-4000,"Life, Physical, and Social Science Technicians",1.66,1.61,"$133,102.07","$26,991.99","$160,094.07","3,122.56"
+19-5000,Occupational Health and Safety Specialists and Technicians,11.62,11.26,"$740,190.69","$144,139.22","$884,329.91","23,584.15"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",7.89,7.06,"$385,032.35","$72,750.05","$457,782.41","13,703.78"
+21-2000,Religious Workers,2.57,2.23,"$109,133.71","$15,860.97","$124,994.68","5,083.53"
+23-1000,"Lawyers, Judges, and Related Workers",4.86,4.66,"$783,827.61","$135,122.45","$918,950.06","10,383.08"
+23-2000,Legal Support Workers,2.83,2.70,"$156,582.08","$26,727.52","$183,309.60","5,093.59"
+25-1000,Postsecondary Teachers,1.29,1.17,"$84,264.28","$18,766.26","$103,030.54","1,939.86"
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",4.59,4.04,"$175,286.93","$33,247.71","$208,534.65","7,799.79"
+25-3000,Other Teachers and Instructors,3.48,3.11,"$128,346.02","$25,580.68","$153,926.71","4,407.77"
+25-4000,"Librarians, Curators, and Archivists",0.20,0.17,"$9,609.96","$1,637.68","$11,247.64",319.04
+25-9000,Other Educational Instruction and Library Occupations,2.52,2.23,"$90,001.53","$17,022.12","$107,023.65","3,532.82"
+27-1000,Art and Design Workers,5.47,5.20,"$382,475.42","$68,764.45","$451,239.87","9,875.10"
+27-2000,"Entertainers and Performers, Sports and Related Workers",2.69,2.39,"$149,794.94","$25,759.08","$175,554.01","3,732.52"
+27-3000,Media and Communication Workers,4.57,4.32,"$323,970.00","$59,271.14","$383,241.13","8,462.85"
+27-4000,Media and Communication Equipment Workers,1.68,1.57,"$96,759.62","$16,215.26","$112,974.87","2,870.61"
+29-1000,Healthcare Diagnosing or Treating Practitioners,23.18,21.34,"$2,860,347.67","$559,212.58","$3,419,560.25","41,779.93"
+29-2000,Health Technologists and Technicians,11.95,10.94,"$667,226.81","$131,211.21","$798,438.02","21,015.04"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.42,0.39,"$29,228.87","$5,549.18","$34,778.04",792.31
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",22.21,19.81,"$649,974.11","$126,765.33","$776,739.44","34,800.41"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.85,0.78,"$37,062.19","$7,374.84","$44,437.03","1,268.49"
+31-9000,Other Healthcare Support Occupations,8.96,8.19,"$349,296.57","$66,344.72","$415,641.30","14,471.68"
+33-1000,Supervisors of Protective Service Workers,0.63,0.57,"$50,163.60","$9,272.18","$59,435.78","1,322.18"
+33-2000,Firefighting and Prevention Workers,0.66,0.60,"$23,685.22","$4,114.09","$27,799.31","1,650.03"
+33-3000,Law Enforcement Workers,0.10,0.09,"$6,771.57","$1,729.27","$8,500.85",224.84
+33-9000,Other Protective Service Workers,12.24,11.24,"$630,909.48","$112,505.85","$743,415.33","20,029.79"
+35-1000,Supervisors of Food Preparation and Serving Workers,11.10,8.85,"$504,679.00","$71,598.89","$576,277.88","18,507.76"
+35-2000,Cooks and Food Preparation Workers,28.90,23.41,"$772,663.67","$112,771.40","$885,435.07","39,234.37"
+35-3000,Food and Beverage Serving Workers,58.61,46.74,"$1,363,588.05","$190,852.62","$1,554,440.67","63,698.93"
+35-9000,Other Food Preparation and Serving Related Workers,12.05,9.62,"$250,892.97","$35,220.53","$286,113.50","11,860.69"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,1.75,1.61,"$81,411.68","$14,463.31","$95,874.99","3,523.88"
+37-2000,Building Cleaning and Pest Control Workers,24.74,22.92,"$774,599.16","$146,243.93","$920,843.08","39,441.30"
+37-3000,Grounds Maintenance Workers,8.31,7.67,"$304,372.72","$53,566.43","$357,939.14","14,141.34"
+39-1000,Supervisors of Personal Care and Service Workers,1.06,0.92,"$55,738.86","$11,681.82","$67,420.68","1,851.78"
+39-2000,Animal Care and Service Workers,1.54,1.35,"$37,474.37","$5,610.16","$43,084.54","2,053.58"
+39-3000,Entertainment Attendants and Related Workers,3.20,2.75,"$83,347.50","$18,258.12","$101,605.62","3,636.40"
+39-4000,Funeral Service Workers,0.26,0.22,"$8,443.17","$1,212.57","$9,655.74",397.55
+39-5000,Personal Appearance Workers,1.71,1.48,"$53,906.74","$8,072.55","$61,979.29","2,319.24"
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.27,0.25,"$9,748.50","$1,822.66","$11,571.16",430.43
+39-7000,Tour and Travel Guides,1.20,1.11,"$65,826.57","$11,855.75","$77,682.32","1,303.48"
+39-9000,Other Personal Care and Service Workers,6.59,5.71,"$148,688.05","$26,799.32","$175,487.37","7,652.13"
+41-1000,Supervisors of Sales Workers,13.35,12.06,"$969,108.76","$195,636.09","$1,164,744.85","26,439.92"
+41-2000,Retail Sales Workers,69.36,60.97,"$2,244,089.41","$466,087.84","$2,710,177.26","96,614.67"
+41-3000,"Sales Representatives, Services",21.64,20.68,"$1,539,927.09","$269,488.68","$1,809,415.77","43,270.20"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",41.95,40.82,"$4,111,843.10","$766,151.43","$4,877,994.53","88,594.59"
+41-9000,Other Sales and Related Workers,5.49,5.22,"$417,789.83","$78,736.35","$496,526.19","10,148.33"
+43-1000,Supervisors of Office and Administrative Support Workers,21.83,20.89,"$1,576,779.54","$306,482.66","$1,883,262.21","43,077.58"
+43-2000,Communications Equipment Operators,0.19,0.17,"$8,723.94","$1,620.91","$10,344.85",316.20
+43-3000,Financial Clerks,49.40,47.38,"$2,315,424.20","$432,908.64","$2,748,332.84","87,919.82"
+43-4000,Information and Record Clerks,45.33,42.91,"$2,310,641.57","$437,291.87","$2,747,933.44","76,200.73"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",52.32,49.80,"$3,263,389.60","$786,552.75","$4,049,942.35","100,774.25"
+43-6000,Secretaries and Administrative Assistants,48.74,46.57,"$2,064,174.99","$381,213.12","$2,445,388.11","86,434.77"
+43-9000,Other Office and Administrative Support Workers,62.81,60.16,"$2,271,795.62","$422,299.41","$2,694,095.03","102,367.89"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.08,0.07,"$6,461.18","$1,341.63","$7,802.81",178.36
+45-2000,Agricultural Workers,0.99,0.91,"$51,335.07","$9,940.36","$61,275.43","1,756.82"
+45-3000,Fishing and Hunting Workers,0.00,0.00,$38.10,$10.14,$48.25,2.04
+45-4000,"Forest, Conservation, and Logging Workers",0.14,0.12,"$7,313.00","$2,022.72","$9,335.72",287.25
+47-1000,Supervisors of Construction and Extraction Workers,172.71,167.20,"$8,981,379.93","$1,687,348.57","$10,668,728.51","372,717.19"
+47-2000,Construction Trades Workers,539.07,521.90,"$20,182,432.35","$3,734,236.22","$23,916,668.57","1,023,348.35"
+47-3000,"Helpers, Construction Trades",11.61,11.23,"$248,489.39","$43,299.35","$291,788.74","18,985.72"
+47-4000,Other Construction and Related Workers,7.96,7.71,"$452,673.78","$88,854.97","$541,528.74","15,791.65"
+47-5000,Extraction Workers,51.43,50.60,"$5,196,103.47","$1,201,452.41","$6,397,555.88","121,501.37"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",17.57,16.83,"$1,929,567.78","$405,528.53","$2,335,096.31","39,042.76"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",5.81,5.51,"$429,099.97","$86,840.32","$515,940.29","12,206.59"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",45.37,41.98,"$3,145,280.21","$620,453.74","$3,765,733.95","92,109.79"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",91.44,88.44,"$6,525,336.92","$1,331,778.50","$7,857,115.41","188,343.74"
+51-1000,Supervisors of Production Workers,39.58,38.82,"$4,039,417.87","$829,332.02","$4,868,749.89","87,571.58"
+51-2000,Assemblers and Fabricators,162.08,159.21,"$10,191,901.65","$2,109,520.38","$12,301,422.03","316,028.38"
+51-3000,Food Processing Workers,2.32,2.00,"$89,536.97","$19,987.76","$109,524.73","3,878.39"
+51-4000,Metal Workers and Plastic Workers,196.47,192.80,"$13,692,886.96","$2,773,840.98","$16,466,727.94","402,612.69"
+51-5100,Printing Workers,0.78,0.75,"$45,592.09","$8,562.81","$54,154.90","1,448.62"
+51-6000,"Textile, Apparel, and Furnishings Workers",2.01,1.84,"$82,632.22","$14,727.72","$97,359.94","3,416.72"
+51-7000,Woodworkers,1.82,1.77,"$83,691.76","$16,086.27","$99,778.03","3,496.52"
+51-8000,Plant and System Operators,3.05,2.98,"$281,584.15","$77,959.42","$359,543.57","6,472.13"
+51-9000,Other Production Occupations,89.39,87.47,"$5,980,171.57","$1,228,194.71","$7,208,366.28","174,360.84"
+53-1000,Supervisors of Transportation and Material Moving Workers,9.45,9.00,"$819,703.62","$169,892.41","$989,596.03","20,101.67"
+53-2000,Air Transportation Workers,1.30,1.23,"$164,743.80","$37,789.19","$202,532.99","2,414.14"
+53-3000,Motor Vehicle Operators,68.31,64.48,"$4,259,300.12","$943,087.54","$5,202,387.65","138,488.43"
+53-4000,Rail Transportation Workers,1.82,1.72,"$176,596.65","$52,200.96","$228,797.61","4,363.19"
+53-5000,Water Transportation Workers,1.83,1.71,"$180,712.30","$32,985.44","$213,697.74","4,294.20"
+53-6000,Other Transportation Workers,3.26,2.88,"$124,652.93","$23,961.71","$148,614.64","5,030.01"
+53-7000,Material Moving Workers,115.15,109.92,"$6,004,929.08","$1,204,040.97","$7,208,970.05","197,664.35"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2035/tax_results.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2035/tax_results.csv
index f5a4cd8..03c785d 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2035/tax_results.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2035/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$258,921.60","$2,145,459.01","$1,529,897.03","$8,503,691.85","$40,672,406.92","$53,110,376.41"
-2 - Indirect,"$129,480.21","$1,065,530.83","$751,755.03","$3,641,807.00","$9,526,284.94","$15,114,858.02"
-3 - Induced,"$165,086.36","$1,355,369.48","$952,751.12","$4,387,908.13","$7,725,186.77","$14,586,301.86"
-,"$553,488.17","$4,566,359.32","$3,234,403.18","$16,533,406.99","$57,923,878.63","$82,811,536.29"
+1 - Direct,"$526,791.63","$4,340,358.75","$3,067,998.96","$15,258,427.55","$46,055,058.96","$69,248,635.85"
+2 - Indirect,"$163,613.24","$1,345,896.42","$948,981.45","$4,559,567.35","$11,294,487.26","$18,312,545.73"
+3 - Induced,"$188,463.08","$1,547,293.99","$1,087,663.82","$5,009,264.34","$8,819,343.68","$16,652,028.90"
+,"$878,867.94","$7,233,549.16","$5,104,644.24","$24,827,259.24","$66,168,889.90","$104,213,210.48"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index 67439e5..a18e064 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2035/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,349,924.74"
-2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,457,130.58"
-3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$90,955,657.02"
+1,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$176,352,983.98"
+2,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$189,458,069.19"
+3,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$91,213,208.20"
 4,51,Construction of other new nonresidential structures,"$409,147,464.67","$155,962,350.00"
-5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,607.37"
-6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,432.97"
-7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,969.79"
-8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,293.14"
-9,198,Concrete pipe manufacturing,"$4,169,914.39","$186,032.27"
-10,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$9,905,531.58"
-11,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$17,256,402.21"
-12,460,Other support services,"$116,743,407.01","$2,068,956.93"
-13,224,Nonferrous forging,"$17,187,170.89","$302,167.82"
-14,223,Iron and steel forging,"$52,274,449.17","$877,329.11"
-15,21,Coal mining,"$2,911,704,202.57","$48,774,795.77"
+5,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07","$103,609.64"
+6,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04","$3,862,433.85"
+7,315,Motor and generator manufacturing,"$101,522,975.36","$10,569,982.85"
+8,273,Other engine equipment manufacturing,"$4,730,382.73","$377,295.22"
+9,21,Coal mining,"$2,911,704,202.57","$144,866,604.78"
+10,198,Concrete pipe manufacturing,"$4,169,914.39","$186,835.72"
+11,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$10,287,461.51"
+12,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$20,055,311.60"
+13,460,Other support services,"$116,743,407.01","$2,136,593.84"
+14,224,Nonferrous forging,"$17,187,170.89","$302,461.20"
+15,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$5,059,566.74"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2036/economic_indicators_by_impact.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2036/economic_indicators_by_impact.csv
index d1a7fc9..181159d 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2036/economic_indicators_by_impact.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2036/economic_indicators_by_impact.csv
@@ -1,5 +1,5 @@
 Impact,Employment,Labor Income,Value Added,Output
-1 - Direct,53.74,"$10,105,966.75","$27,795,240.34","$47,000,000.00"
-2 - Indirect,49.09,"$3,461,023.85","$7,131,509.36","$15,058,507.22"
-3 - Induced,46.32,"$2,122,189.79","$4,785,374.47","$8,550,611.17"
-,149.15,"$15,689,180.39","$39,712,124.17","$70,609,118.38"
+1 - Direct,160.09,"$30,102,879.68","$82,794,332.94","$140,000,000.00"
+2 - Indirect,146.23,"$10,309,432.74","$21,242,793.83","$44,855,127.88"
+3 - Induced,137.96,"$6,321,416.40","$14,254,306.93","$25,469,905.60"
+,444.28,"$46,733,728.82","$118,291,433.70","$210,325,033.48"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
index b811499..5af7d4d 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2036/industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,529 +1,529 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output,Percentage of Total Industry Output
-1,21,Coal mining,"$2,911,704,202.57","$48,562,641.55",1.67%
-2,26,Stone mining and quarrying,"$31,976,061.34","$78,486.26",0.25%
-3,174,Explosives manufacturing,"$52,050,877.00","$125,770.47",0.24%
-4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,328.42",0.22%
-5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$844,392.92",0.15%
-6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,414,901.36",0.15%
-7,451,Management of companies and enterprises,"$529,170,690.74","$752,950.89",0.14%
-8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$874,294.86",0.13%
-9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,161.88",0.11%
-10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,397.57",0.10%
-11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$723,432.08",0.07%
-12,42,Electric power transmission and distribution,"$1,117,279,919.78","$748,294.37",0.07%
-13,424,Other financial investment activities,"$1,738,609,271.81","$1,119,141.84",0.06%
-14,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,065.99",0.06%
-15,509,Federal electric utilities,"$17,146,395.42","$10,645.55",0.06%
-16,498,Personal and household goods repair and maintenance,"$109,517,563.73","$67,062.26",0.06%
-17,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$431,874.71",0.06%
-18,16,Commercial logging,"$38,196,492.13","$22,336.63",0.06%
-19,515,Local government electric utilities,"$7,801,045.18","$4,340.42",0.06%
-20,455,Business support services,"$81,622,923.15","$44,368.89",0.05%
-21,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$193,780.66",0.05%
-22,398,Water transportation,"$11,961,984.14","$6,363.20",0.05%
-23,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$127,721.07",0.05%
-24,458,Services to buildings,"$210,863,686.06","$109,989.93",0.05%
-25,403,Couriers and messengers,"$213,253,723.63","$103,051.95",0.05%
-26,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$269,795.52",0.05%
-27,397,Rail transportation,"$1,846,923,315.97","$874,365.90",0.05%
-28,437,Legal services,"$411,686,987.07","$189,742.75",0.05%
-29,505,Business and professional associations,"$86,788,585.52","$38,440.56",0.04%
-30,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$251,702.70",0.04%
-31,254,Construction machinery manufacturing,"$33,431,733.61","$14,437.40",0.04%
-32,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$112,361.85",0.04%
-33,508,Postal service,"$125,450,187.77","$52,669.01",0.04%
-34,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$37,261.66",0.04%
-35,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$218,506.58",0.04%
-36,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$129,252.32",0.04%
-37,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$553,290.08",0.04%
-38,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$87,160.65",0.04%
-39,459,Landscape and horticultural services,"$275,016,411.40","$106,278.71",0.04%
-40,432,Automotive equipment rental and leasing,"$102,405,091.42","$39,357.80",0.04%
-41,399,Truck transportation,"$1,193,488,141.88","$454,745.92",0.04%
-42,197,Concrete block and brick manufacturing,"$4,381,689.69","$1,637.74",0.04%
-43,452,Office administrative services,"$121,416,424.85","$43,831.04",0.04%
-44,439,"Architectural, engineering, and related services","$663,216,940.93","$237,289.61",0.04%
-45,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$286,062.05",0.04%
-46,408,"Directory, mailing list, and other publishers","$4,955,701.45","$1,709.21",0.03%
-47,448,Photographic services,"$6,946,918.71","$2,378.39",0.03%
-48,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$43,422.32",0.03%
-49,510,Other federal government enterprises,"$1,867,051.07",$625.14,0.03%
-50,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$37,635.62",0.03%
-51,390,Retail - Health and personal care stores,"$189,122,051.74","$61,845.89",0.03%
-52,431,Owner-occupied housing,"$4,444,497,247.52","$1,449,474.68",0.03%
-53,387,Retail - Electronics and appliance stores,"$60,211,745.28","$19,461.92",0.03%
-54,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$170,569.32",0.03%
-55,466,Offices of dentists,"$271,899,263.02","$86,713.07",0.03%
-56,487,Fitness and recreational sports centers,"$47,685,531.12","$15,189.20",0.03%
-57,472,Hospitals,"$775,130,452.97","$246,223.94",0.03%
-58,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$72,101.63",0.03%
-59,499,Personal care services,"$105,986,766.41","$33,534.78",0.03%
-60,462,Elementary and secondary schools,"$34,238,275.96","$10,610.77",0.03%
-61,492,Limited-service restaurants,"$1,041,352,547.93","$321,516.13",0.03%
-62,425,Direct life insurance carriers,"$42,208,644.52","$12,973.56",0.03%
-63,394,Retail - General merchandise stores,"$553,647,942.57","$169,595.80",0.03%
-64,479,Commercial Sports Except Racing,"$3,476,338.42","$1,057.73",0.03%
-65,389,Retail - Food and beverage stores,"$517,469,128.57","$156,800.70",0.03%
-66,457,Investigation and security services,"$59,623,127.89","$17,923.17",0.03%
-67,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$1,546.10",0.03%
-68,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$74,166.49",0.03%
-69,447,"Advertising, public relations, and related services","$76,206,587.86","$22,728.21",0.03%
-70,475,Individual and family services,"$223,584,092.68","$66,662.40",0.03%
-71,461,Waste management and remediation services,"$225,632,059.53","$67,200.50",0.03%
-72,460,Other support services,"$116,743,407.01","$34,394.73",0.03%
-73,454,Employment services,"$387,522,663.46","$113,662.31",0.03%
-74,440,Specialized design services,"$35,933,528.26","$10,477.02",0.03%
-75,491,Full-service restaurants,"$957,773,115.52","$277,458.65",0.03%
-76,478,Performing arts companies,"$63,413,148.22","$18,313.29",0.03%
-77,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$36,493.68",0.03%
-78,484,Amusement parks and arcades,"$8,147,368.71","$2,332.06",0.03%
-79,406,Periodical publishers,"$16,212,170.93","$4,623.60",0.03%
-80,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$44,129.81",0.03%
-81,396,Air transportation,"$185,983,832.23","$52,411.31",0.03%
-82,444,Management consulting services,"$251,198,056.46","$70,446.32",0.03%
-83,495,Car washes,"$60,896,626.31","$16,975.39",0.03%
-84,426,"Insurance carriers, except direct life","$545,149,698.92","$150,236.60",0.03%
-85,465,Offices of physicians,"$740,188,232.97","$202,616.18",0.03%
-86,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$57,173.78",0.03%
-87,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$30,916.36",0.03%
-88,413,Radio and television broadcasting,"$128,460,835.20","$34,798.94",0.03%
-89,503,Religious organizations,"$135,764,739.85","$36,507.32",0.03%
-90,502,Other personal services,"$178,806,274.18","$47,813.00",0.03%
-91,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$32,672.07",0.03%
-92,506,Labor and civic organizations,"$105,944,986.89","$27,680.11",0.03%
-93,507,Private households,"$17,924,890.71","$4,675.11",0.03%
-94,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$36,347.42",0.03%
-95,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$23,821.65",0.03%
-96,473,Nursing and community care facilities,"$273,693,670.49","$68,531.60",0.03%
-97,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$18,112.49",0.02%
-98,514,Local government passenger transit,"$2,981,749.49",$733.58,0.02%
-99,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$61,405.76",0.02%
-100,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$56,351.48",0.02%
-101,476,Child day care services,"$173,556,969.71","$41,618.57",0.02%
-102,414,Cable and other subscription programming,"$23,580,404.28","$5,640.24",0.02%
-103,43,Natural gas distribution,"$226,004,592.60","$53,929.77",0.02%
-104,449,Veterinary services,"$101,826,770.30","$24,170.65",0.02%
-105,400,Transit and ground passenger transportation,"$87,175,571.40","$20,671.39",0.02%
-106,464,Other educational services,"$276,105,016.01","$64,686.94",0.02%
-107,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$69,483.46",0.02%
-108,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$131,836.61",0.02%
-109,468,Outpatient care centers,"$330,858,673.33","$76,556.08",0.02%
-110,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$42,505.47",0.02%
-111,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$241,080.53",0.02%
-112,493,All other food and drinking places,"$603,532,483.05","$134,216.11",0.02%
-113,37,Electric power generation - Solar,"$4,333,055.09",$962.57,0.02%
-114,38,Electric power generation - Wind,"$185,428,436.16","$41,192.19",0.02%
-115,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$426,742.05",0.02%
-116,404,Warehousing and storage,"$190,282,196.62","$41,473.53",0.02%
-117,410,Software publishers,"$184,892,079.62","$40,027.55",0.02%
-118,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$26,132.89",0.02%
-119,443,"Other computer related services, including facilities management","$44,926,337.84","$9,422.29",0.02%
-120,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$30,215.69",0.02%
-121,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$9,461.59",0.02%
-122,418,"Data processing, hosting, and related services","$291,048,307.59","$60,338.23",0.02%
-123,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$1,752.52",0.02%
-124,3,Vegetable and melon farming,"$6,609,930.97","$1,359.22",0.02%
-125,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$1,017.11",0.02%
-126,481,"Independent artists, writers, and performers","$137,990,888.93","$28,009.70",0.02%
-127,104,Tobacco manufacturing,"$6,603,883.06","$1,329.78",0.02%
-128,469,Medical and diagnostic laboratories,"$105,938,912.27","$20,565.26",0.02%
-129,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$64,593.83",0.02%
-130,405,Newspaper publishers,"$75,385,661.65","$14,237.75",0.02%
-131,430,Tenant-occupied housing,"$1,046,341,198.42","$194,385.31",0.02%
-132,500,Death care services,"$46,286,967.10","$8,502.85",0.02%
-133,516,Other local government enterprises,"$776,177,579.59","$142,260.99",0.02%
-134,44,"Water, sewage and other systems","$21,303,485.72","$3,878.76",0.02%
-135,4,Fruit farming,"$384,884.42",$68.92,0.02%
-136,146,Petroleum refineries,"$6,572,475,454.77","$1,172,172.81",0.02%
-137,513,Other state government enterprises,"$14,156,836.55","$2,524.15",0.02%
-138,391,Retail - Gasoline stores,"$487,933,166.50","$80,956.13",0.02%
-139,411,Motion picture and video industries,"$109,931,494.98","$18,095.93",0.02%
-140,471,Other ambulatory health care services,"$103,224,782.99","$16,889.81",0.02%
-141,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$52,945.49",0.02%
-142,467,Offices of other health practitioners,"$364,689,970.79","$59,031.83",0.02%
-143,470,Home health care services,"$73,759,567.90","$11,723.12",0.02%
-144,415,Wired telecommunications carriers,"$765,674,352.28","$120,100.53",0.02%
-145,429,Other real estate,"$4,970,388,101.43","$768,478.79",0.02%
-146,129,Wood windows and door manufacturing,"$6,006,154.37",$911.23,0.02%
-147,486,Other amusement and recreation industries,"$263,123,626.14","$39,200.87",0.01%
-148,196,Ready-mix concrete manufacturing,"$285,491,907.84","$42,381.02",0.01%
-149,456,Travel arrangement and reservation services,"$498,338,395.79","$73,599.18",0.01%
-150,501,Dry-cleaning and laundry services,"$83,675,246.11","$12,152.93",0.01%
-151,407,Book publishers,"$8,704,740.33","$1,200.36",0.01%
-152,485,Gambling industries (except casino hotels),"$417,593,840.35","$51,762.32",0.01%
-153,488,Bowling centers,"$21,593,225.39","$2,507.01",0.01%
-154,480,Racing and Track Operation,"$6,801,162.46",$776.02,0.01%
-155,434,Video tape and disc rental,"$3,473,473.59",$354.35,0.01%
-156,453,Facilities support services,"$18,809,929.65","$1,891.15",0.01%
-157,135,All other miscellaneous wood product manufacturing,"$1,464,925.21",$145.62,0.01%
-158,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$50,449.29",0.01%
-159,198,Concrete pipe manufacturing,"$4,169,914.39",$408.24,0.01%
-160,203,Cut stone and stone product manufacturing,"$1,374,172.26",$128.43,0.01%
-161,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$2,281.80",0.01%
-162,134,Prefabricated wood building manufacturing,"$6,341,600.48",$571.57,0.01%
-163,445,Environmental and other technical consulting services,"$1,027,018,118.68","$76,938.96",0.01%
-164,442,Computer systems design services,"$304,936,867.78","$21,451.35",0.01%
-165,100,Manufactured ice,"$3,942,329.02",$273.15,0.01%
-166,490,Other accommodations,"$130,132,793.65","$8,929.99",0.01%
-167,144,Printing,"$57,542,256.23","$3,792.28",0.01%
-168,368,Sign manufacturing,"$23,533,228.46","$1,448.45",0.01%
-169,401,Pipeline transportation,"$1,611,889,849.10","$94,656.19",0.01%
-170,27,Sand and gravel mining,"$216,223,131.49","$12,549.06",0.01%
-171,20,Oil and gas extraction,"$4,984,035,362.50","$280,711.44",0.01%
-172,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86",$629.45,0.01%
-173,335,Other motor vehicle parts manufacturing,"$4,272,109.66",$223.50,0.01%
-174,15,"Forestry, forest products, and timber tract production","$319,991.92",$16.13,0.01%
-175,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$8,201.09",0.00%
-176,10,All other crop farming,"$163,550,998.97","$7,264.87",0.00%
-177,199,Other concrete product manufacturing,"$20,536,708.26",$902.22,0.00%
-178,446,Scientific research and development services,"$1,017,623,425.88","$41,969.17",0.00%
-179,195,Cement manufacturing,"$132,407,672.79","$5,460.78",0.00%
-180,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$3,500.19",0.00%
-181,99,Bottled and canned soft drinks and water,"$177,852,624.62","$6,926.48",0.00%
-182,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$24,633.65",0.00%
-183,18,Commercial hunting and trapping,"$23,256,232.55",$856.28,0.00%
-184,441,Custom computer programming services,"$266,955,199.74","$9,828.65",0.00%
-185,125,Wood preservation,"$25,246,163.52",$819.27,0.00%
-186,19,Support activities for agriculture and forestry,"$44,762,204.87","$1,346.77",0.00%
-187,132,Wood container and pallet manufacturing,"$5,150,805.78",$143.79,0.00%
-188,201,Gypsum product manufacturing,"$62,726,288.59","$1,712.64",0.00%
-189,329,Travel trailer and camper manufacturing,"$11,059,948.62",$260.68,0.00%
-190,124,Sawmills,"$141,329,754.94","$3,322.95",0.00%
-191,139,Paperboard container manufacturing,"$2,219,895.78",$51.64,0.00%
-192,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22",$60.62,0.00%
-193,151,Petrochemical manufacturing,"$673,077,918.86","$15,535.17",0.00%
-194,242,Metal coating and nonprecious engraving,"$8,101,071.47",$183.27,0.00%
-195,102,Wineries,"$2,616,541.19",$56.70,0.00%
-196,13,Poultry and egg production,"$69,842,214.62","$1,368.17",0.00%
-197,229,Plate work manufacturing,"$7,212,949.34",$140.63,0.00%
-198,239,Machine shops,"$129,567,269.37","$2,424.87",0.00%
-199,188,Other rubber product manufacturing,"$4,573,849.57",$82.31,0.00%
-200,175,Custom compounding of purchased resins,"$17,576,678.87",$306.45,0.00%
-201,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$75.55,0.00%
-202,101,Breweries,"$54,815,146.01",$920.01,0.00%
-203,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64",$600.17,0.00%
-204,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$1,758.22",0.00%
-205,79,Fluid milk manufacturing,"$4,900,848.36",$73.00,0.00%
-206,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$10.53,0.00%
-207,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47",$826.50,0.00%
-208,366,"Doll, toy, and game manufacturing","$8,851,137.40",$111.57,0.00%
-209,2,Grain farming,"$130,099,289.43","$1,393.90",0.00%
-210,185,Other plastics product manufacturing,"$54,262,105.84",$538.46,0.00%
-211,155,Other basic organic chemical manufacturing,"$99,443,897.11",$983.59,0.00%
-212,31,Support activities for oil and gas operations,"$1,698,256,439.85","$16,167.21",0.00%
-213,364,Jewelry and silverware manufacturing,"$9,505,473.72",$89.54,0.00%
-214,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07",$1.65,0.00%
-215,59,Other animal food manufacturing,"$23,797,093.38",$206.73,0.00%
-216,224,Nonferrous forging,"$17,187,170.89",$148.37,0.00%
-217,370,Musical instrument manufacturing,"$937,638.70",$7.66,0.00%
-218,223,Iron and steel forging,"$52,274,449.17",$420.58,0.00%
-219,85,Meat processed from carcasses,"$59,683,965.53",$478.82,0.00%
-220,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97",$87.37,0.00%
-221,373,Burial casket manufacturing,"$6,137,323.55",$47.20,0.00%
-222,62,Malt manufacturing,"$10,977,359.34",$84.39,0.00%
-223,116,Other textile product mills,"$18,711,047.72",$143.02,0.00%
-224,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13",$100.83,0.00%
-225,66,Breakfast cereal manufacturing,"$8,312,290.22",$60.01,0.00%
-226,93,Other snack food manufacturing,"$10,656,196.90",$76.25,0.00%
-227,24,Gold ore and silver ore mining,"$40,475,210.09",$284.80,0.00%
-228,374,All other miscellaneous manufacturing,"$25,842,264.37",$177.72,0.00%
-229,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$25.43,0.00%
-230,32,Metal mining services,"$40,137,198.28",$264.42,0.00%
-231,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$1,117.81",0.00%
-232,33,Other nonmetallic minerals services,"$83,884,373.37",$525.41,0.00%
-233,228,Fabricated structural metal manufacturing,"$108,558,620.40",$623.18,0.00%
-234,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05",$441.19,0.00%
-235,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$5,592.91",0.00%
-236,251,Other fabricated metal manufacturing,"$30,533,977.78",$162.84,0.00%
-237,127,Engineered wood member and truss manufacturing,"$88,604,588.45",$458.36,0.00%
-238,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65",$447.08,0.00%
-239,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$60.86,0.00%
-240,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77",$119.33,0.00%
-241,238,Spring and wire product manufacturing,"$10,164,502.90",$48.75,0.00%
-242,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$31.40,0.00%
-243,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43",$169.87,0.00%
-244,226,Handtool manufacturing,"$14,510,909.57",$67.95,0.00%
-245,221,Custom roll forming,"$23,817,580.17",$108.86,0.00%
-246,231,Sheet metal work manufacturing,"$2,174,657.13",$9.82,0.00%
-247,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94",$73.16,0.00%
-248,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$6.05,0.00%
-249,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83",$474.41,0.00%
-250,84,"Animal, except poultry, slaughtering","$216,958,801.29",$817.01,0.00%
-251,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07",$1.15,0.00%
-252,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$13.82,0.00%
-253,9,Sugarcane and sugar beet farming,"$62,280,333.14",$224.95,0.00%
-254,94,Coffee and tea manufacturing,"$30,751,047.34",$103.44,0.00%
-255,358,Blind and shade manufacturing,"$111,215.22",$0.36,0.00%
-256,67,Beet sugar manufacturing,"$209,970,196.03",$649.18,0.00%
-257,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$6.19,0.00%
-258,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$24.37,0.00%
-259,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16",$7.32,0.00%
-260,97,Spice and extract manufacturing,"$12,042,344.87",$30.52,0.00%
-261,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$7.91,0.00%
-262,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$47.98,0.00%
-263,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$2.26,0.00%
-264,58,Dog and cat food manufacturing,"$23,319,111.08",$44.31,0.00%
-265,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35",$837.73,0.00%
-266,86,Rendering and meat byproduct processing,"$169,552.02",$0.28,0.00%
-267,118,Cut and sew apparel contractors,"$624,247.24",$1.03,0.00%
-268,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$17.37,0.00%
-269,326,Motor vehicle body manufacturing,"$51,726,843.92",$77.85,0.00%
-270,354,Custom architectural woodwork and millwork,"$78,271.86",$0.12,0.00%
-271,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$2,200.01",0.00%
-272,265,Industrial mold manufacturing,"$419,356.03",$0.47,0.00%
-273,12,Dairy cattle and milk production,"$62,699,899.43",$67.96,0.00%
-274,113,Curtain and linen mills,"$612,878.58",$0.61,0.00%
-275,121,Leather and hide tanning and finishing,"$1,328,163.62",$1.30,0.00%
-276,114,Textile bag and canvas mills,"$11,730,951.51",$11.11,0.00%
-277,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$12.63,0.00%
-278,235,Metal cans manufacturing,"$84,837,591.04",$73.66,0.00%
-279,311,Lighting fixture manufacturing,"$8,501,584.76",$7.31,0.00%
-280,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$1,066.09",0.00%
-281,103,Distilleries,"$59,042,281.71",$48.65,0.00%
-282,172,Toilet preparation manufacturing,"$51,736,916.86",$41.90,0.00%
-283,363,Dental laboratories,"$2,922,984.08",$2.31,0.00%
-284,247,Small arms ammunition manufacturing,"$130,897.97",$0.10,0.00%
-285,122,Footwear manufacturing,"$1,145,231.54",$0.82,0.00%
-286,1,Oilseed farming,"$938,686.11",$0.61,0.00%
-287,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01",$3.69,0.00%
-288,173,Printing ink manufacturing,"$6,373,572.26",$3.90,0.00%
-289,322,Carbon and graphite product manufacturing,"$10,049,890.88",$5.97,0.00%
-290,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$20.35,0.00%
-291,220,Nonferrous metal foundries,"$16,365,994.89",$8.56,0.00%
-292,292,Other communications equipment manufacturing,"$381,770.64",$0.19,0.00%
-293,123,Other leather and allied product manufacturing,"$17,594,328.12",$8.66,0.00%
-294,25,Other metal ore mining,"$65,796,499.90",$31.10,0.00%
-295,353,Wood office furniture manufacturing,"$616,006.76",$0.27,0.00%
-296,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13",$70.93,0.00%
-297,105,"Fiber, yarn, and thread mills","$13,455,310.58",$4.91,0.00%
-298,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$1.40,0.00%
-299,302,Automatic environmental control manufacturing,"$4,809,195.11",$1.56,0.00%
-300,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$2.61,0.00%
-301,109,Knit fabric mills,"$9,334,399.88",$2.69,0.00%
-302,260,All other industrial machinery manufacturing,"$303,218.25",$0.07,0.00%
-303,273,Other engine equipment manufacturing,"$4,730,382.73",$1.06,0.00%
-304,30,Drilling oil and gas wells,"$252,242,568.28",$51.48,0.00%
-305,320,Other communication and energy wire manufacturing,"$38,208,866.07",$7.65,0.00%
-306,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$0.22,0.00%
-307,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$0.17,0.00%
-308,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$0.58,0.00%
-309,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$3.69,0.00%
-310,285,Fluid power pump and motor manufacturing,"$6,646,876.88",$0.80,0.00%
-311,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$0.58,0.00%
-312,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$0.65,0.00%
-313,315,Motor and generator manufacturing,"$101,522,975.36",$6.64,0.00%
-314,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$0.19,0.00%
-315,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$5.03,0.00%
-316,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$1.85,0.00%
-317,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04",$0.45,0.00%
-318,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$1.05,0.00%
-319,261,Commercial and service industry machinery manufacturing,"$118,574,901.91",$4.02,0.00%
-320,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$0.55,0.00%
-321,317,Relay and industrial control manufacturing,"$20,041,079.83",$0.58,0.00%
-322,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$0.31,0.00%
-323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$0.12,0.00%
-324,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$0.23,0.00%
-325,337,Aircraft manufacturing,"$86,772,712.07",$0.64,0.00%
-326,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
+1,21,Coal mining,"$2,911,704,202.57","$144,654,676.97",4.97%
+2,26,Stone mining and quarrying,"$31,976,061.34","$233,788.86",0.73%
+3,174,Explosives manufacturing,"$52,050,877.00","$374,635.43",0.72%
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$90,339.99",0.67%
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$2,515,212.95",0.45%
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$4,214,599.80",0.43%
+7,451,Management of companies and enterprises,"$529,170,690.74","$2,242,832.45",0.42%
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$2,604,282.55",0.39%
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$387,716.22",0.32%
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$16,077.85",0.30%
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$2,154,904.07",0.22%
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$2,228,961.97",0.20%
+13,424,Other financial investment activities,"$1,738,609,271.81","$3,333,613.98",0.19%
+14,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$9,132.74",0.19%
+15,509,Federal electric utilities,"$17,146,395.42","$31,710.15",0.18%
+16,498,Personal and household goods repair and maintenance,"$109,517,563.73","$199,759.93",0.18%
+17,382,Wholesale - Petroleum and petroleum products,"$729,976,610.69","$1,286,435.30",0.18%
+18,16,Commercial logging,"$38,196,492.13","$66,534.66",0.17%
+19,515,Local government electric utilities,"$7,801,045.18","$12,928.90",0.17%
+20,455,Business support services,"$81,622,923.15","$132,162.66",0.16%
+21,379,Wholesale - Other durable goods merchant wholesalers,"$359,111,487.78","$577,218.99",0.16%
+22,398,Water transportation,"$11,961,984.14","$18,954.22",0.16%
+23,438,"Accounting, tax preparation, bookkeeping, and payroll services","$244,454,992.28","$380,445.75",0.16%
+24,458,Services to buildings,"$210,863,686.06","$327,629.58",0.16%
+25,403,Couriers and messengers,"$213,253,723.63","$306,963.25",0.14%
+26,427,"Insurance agencies, brokerages, and related activities","$564,665,487.82","$803,646.24",0.14%
+27,397,Rail transportation,"$1,846,923,315.97","$2,604,494.16",0.14%
+28,437,Legal services,"$411,686,987.07","$565,191.16",0.14%
+29,505,Business and professional associations,"$86,788,585.52","$114,503.80",0.13%
+30,422,Securities and commodity contracts intermediation and brokerage,"$575,372,644.46","$749,752.72",0.13%
+31,254,Construction machinery manufacturing,"$33,431,733.61","$43,005.02",0.13%
+32,421,Nondepository credit intermediation and related activities,"$263,494,893.85","$334,694.86",0.13%
+33,508,Postal service,"$125,450,187.77","$156,886.40",0.13%
+34,450,"All other miscellaneous professional, scientific, and technical services","$88,771,705.51","$110,992.18",0.13%
+35,383,Wholesale - Other nondurable goods merchant wholesalers,"$528,104,010.58","$650,870.66",0.12%
+36,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,"$313,347,830.55","$385,006.92",0.12%
+37,423,Monetary authorities and depository credit intermediation,"$1,371,536,756.57","$1,648,098.12",0.12%
+38,402,Scenic and sightseeing transportation and support activities for transportation,"$220,966,784.97","$259,627.48",0.12%
+39,459,Landscape and horticultural services,"$275,016,411.40","$316,574.89",0.12%
+40,432,Automotive equipment rental and leasing,"$102,405,091.42","$117,236.00",0.11%
+41,399,Truck transportation,"$1,193,488,141.88","$1,354,562.31",0.11%
+42,197,Concrete block and brick manufacturing,"$4,381,689.69","$4,878.38",0.11%
+43,452,Office administrative services,"$121,416,424.85","$130,560.54",0.11%
+44,439,"Architectural, engineering, and related services","$663,216,940.93","$706,820.11",0.11%
+45,385,Retail - Motor vehicle and parts dealers,"$813,681,536.54","$852,099.72",0.10%
+46,408,"Directory, mailing list, and other publishers","$4,955,701.45","$5,091.27",0.10%
+47,448,Photographic services,"$6,946,918.71","$7,084.56",0.10%
+48,386,Retail - Furniture and home furnishings stores,"$128,228,763.40","$129,343.07",0.10%
+49,510,Other federal government enterprises,"$1,867,051.07","$1,862.11",0.10%
+50,433,General and consumer goods rental except video tapes and discs,"$113,648,688.97","$112,106.10",0.10%
+51,390,Retail - Health and personal care stores,"$189,122,051.74","$184,221.80",0.10%
+52,431,Owner-occupied housing,"$4,444,497,247.52","$4,317,584.16",0.10%
+53,387,Retail - Electronics and appliance stores,"$60,211,745.28","$57,971.68",0.10%
+54,494,"Automotive repair and maintenance, except car washes","$533,898,215.62","$508,078.83",0.10%
+55,466,Offices of dentists,"$271,899,263.02","$258,294.24",0.09%
+56,487,Fitness and recreational sports centers,"$47,685,531.12","$45,244.42",0.09%
+57,472,Hospitals,"$775,130,452.97","$733,433.03",0.09%
+58,395,Retail - Miscellaneous store retailers,"$226,982,035.54","$214,770.82",0.09%
+59,499,Personal care services,"$105,986,766.41","$99,890.82",0.09%
+60,462,Elementary and secondary schools,"$34,238,275.96","$31,606.55",0.09%
+61,492,Limited-service restaurants,"$1,041,352,547.93","$957,707.63",0.09%
+62,425,Direct life insurance carriers,"$42,208,644.52","$38,644.65",0.09%
+63,394,Retail - General merchandise stores,"$553,647,942.57","$505,178.98",0.09%
+64,479,Commercial Sports Except Racing,"$3,476,338.42","$3,150.68",0.09%
+65,389,Retail - Food and beverage stores,"$517,469,128.57","$467,065.92",0.09%
+66,457,Investigation and security services,"$59,623,127.89","$53,388.18",0.09%
+67,255,Mining machinery and equipment manufacturing,"$5,165,330.25","$4,605.39",0.09%
+68,392,Retail - Clothing and clothing accessories stores,"$248,253,588.93","$220,921.46",0.09%
+69,447,"Advertising, public relations, and related services","$76,206,587.86","$67,701.04",0.09%
+70,475,Individual and family services,"$223,584,092.68","$198,568.86",0.09%
+71,461,Waste management and remediation services,"$225,632,059.53","$200,171.71",0.09%
+72,460,Other support services,"$116,743,407.01","$102,452.40",0.09%
+73,454,Employment services,"$387,522,663.46","$338,568.59",0.09%
+74,440,Specialized design services,"$35,933,528.26","$31,208.15",0.09%
+75,491,Full-service restaurants,"$957,773,115.52","$826,472.59",0.09%
+76,478,Performing arts companies,"$63,413,148.22","$54,550.23",0.09%
+77,380,Wholesale - Drugs and druggists’ sundries,"$127,431,239.37","$108,704.58",0.09%
+78,484,Amusement parks and arcades,"$8,147,368.71","$6,946.58",0.09%
+79,406,Periodical publishers,"$16,212,170.93","$13,772.42",0.08%
+80,420,Internet publishing and broadcasting and web search portals,"$154,779,359.79","$131,450.51",0.08%
+81,396,Air transportation,"$185,983,832.23","$156,118.78",0.08%
+82,444,Management consulting services,"$251,198,056.46","$209,840.10",0.08%
+83,495,Car washes,"$60,896,626.31","$50,564.98",0.08%
+84,426,"Insurance carriers, except direct life","$545,149,698.92","$447,513.27",0.08%
+85,465,Offices of physicians,"$740,188,232.97","$603,537.57",0.08%
+86,482,Promoters of performing arts and sports and agents for public figures,"$209,221,291.85","$170,304.87",0.08%
+87,496,Electronic and precision equipment repair and maintenance,"$113,270,175.01","$92,091.29",0.08%
+88,413,Radio and television broadcasting,"$128,460,835.20","$103,656.42",0.08%
+89,503,Religious organizations,"$135,764,739.85","$108,745.19",0.08%
+90,502,Other personal services,"$178,806,274.18","$142,421.72",0.08%
+91,159,Nitrogenous fertilizer manufacturing,"$122,780,413.75","$97,321.06",0.08%
+92,506,Labor and civic organizations,"$105,944,986.89","$82,451.40",0.08%
+93,507,Private households,"$17,924,890.71","$13,925.87",0.08%
+94,393,"Retail - Sporting goods, hobby, musical instrument and book stores","$140,376,449.86","$108,268.92",0.08%
+95,376,Wholesale - Professional and commercial equipment and supplies,"$92,138,395.49","$70,958.11",0.08%
+96,473,Nursing and community care facilities,"$273,693,670.49","$204,136.69",0.07%
+97,463,"Junior colleges, colleges, universities, and professional schools","$73,568,474.80","$53,952.09",0.07%
+98,514,Local government passenger transit,"$2,981,749.49","$2,185.14",0.07%
+99,381,Wholesale - Grocery and related product wholesalers,"$249,933,747.22","$182,910.79",0.07%
+100,56,Maintenance and repair construction of residential structures,"$233,897,490.84","$167,855.47",0.07%
+101,476,Child day care services,"$173,556,969.71","$123,970.22",0.07%
+102,414,Cable and other subscription programming,"$23,580,404.28","$16,800.70",0.07%
+103,43,Natural gas distribution,"$226,004,592.60","$160,641.88",0.07%
+104,449,Veterinary services,"$101,826,770.30","$71,997.68",0.07%
+105,400,Transit and ground passenger transportation,"$87,175,571.40","$61,574.35",0.07%
+106,464,Other educational services,"$276,105,016.01","$192,684.51",0.07%
+107,377,Wholesale - Household appliances and electrical and electronic goods,"$299,382,502.92","$206,972.02",0.07%
+108,388,Retail - Building material and garden equipment and supplies stores,"$569,103,449.81","$392,704.80",0.07%
+109,468,Outpatient care centers,"$330,858,673.33","$228,039.39",0.07%
+110,504,"Grantmaking, giving, and social advocacy organizations","$187,451,363.36","$126,612.04",0.07%
+111,428,"Funds, trusts, and other financial vehicles","$1,071,873,742.62","$718,112.22",0.07%
+112,493,All other food and drinking places,"$603,532,483.05","$399,792.66",0.07%
+113,37,Electric power generation - Solar,"$4,333,055.09","$2,867.23",0.07%
+114,38,Electric power generation - Wind,"$185,428,436.16","$122,700.13",0.07%
+115,35,Electric power generation - Fossil  fuel,"$1,920,998,083.67","$1,271,146.54",0.07%
+116,404,Warehousing and storage,"$190,282,196.62","$123,538.18",0.06%
+117,410,Software publishers,"$184,892,079.62","$119,231.00",0.06%
+118,474,"Residential mental health, substance abuse, and other residential care facilities","$122,796,949.27","$77,842.64",0.06%
+119,443,"Other computer related services, including facilities management","$44,926,337.84","$28,066.38",0.06%
+120,477,"Community food, housing, and other relief services, including rehabilitation services","$144,529,886.10","$90,004.19",0.06%
+121,483,"Museums, historical sites, zoos, and parks","$45,474,868.40","$28,183.45",0.06%
+122,418,"Data processing, hosting, and related services","$291,048,307.59","$179,730.91",0.06%
+123,417,"Satellite, telecommunications resellers, and all other telecommunications","$8,497,007.86","$5,220.27",0.06%
+124,3,Vegetable and melon farming,"$6,609,930.97","$4,048.75",0.06%
+125,419,"News syndicates, libraries, archives and all other information services","$4,966,662.27","$3,029.69",0.06%
+126,481,"Independent artists, writers, and performers","$137,990,888.93","$83,433.14",0.06%
+127,104,Tobacco manufacturing,"$6,603,883.06","$3,961.05",0.06%
+128,469,Medical and diagnostic laboratories,"$105,938,912.27","$61,258.22",0.06%
+129,416,Wireless telecommunications carriers (except satellite),"$341,561,066.29","$192,407.16",0.06%
+130,405,Newspaper publishers,"$75,385,661.65","$42,410.31",0.06%
+131,430,Tenant-occupied housing,"$1,046,341,198.42","$579,020.06",0.06%
+132,500,Death care services,"$46,286,967.10","$25,327.63",0.05%
+133,516,Other local government enterprises,"$776,177,579.59","$423,756.15",0.05%
+134,44,"Water, sewage and other systems","$21,303,485.72","$11,553.77",0.05%
+135,4,Fruit farming,"$384,884.42",$205.28,0.05%
+136,146,Petroleum refineries,"$6,572,475,454.77","$3,491,578.59",0.05%
+137,513,Other state government enterprises,"$14,156,836.55","$7,518.73",0.05%
+138,391,Retail - Gasoline stores,"$487,933,166.50","$241,145.93",0.05%
+139,411,Motion picture and video industries,"$109,931,494.98","$53,902.77",0.05%
+140,471,Other ambulatory health care services,"$103,224,782.99","$50,310.09",0.05%
+141,497,Commercial and industrial machinery and equipment repair and maintenance,"$323,869,602.69","$157,709.96",0.05%
+142,467,Offices of other health practitioners,"$364,689,970.79","$175,839.51",0.05%
+143,470,Home health care services,"$73,759,567.90","$34,919.92",0.05%
+144,415,Wired telecommunications carriers,"$765,674,352.28","$357,746.26",0.05%
+145,429,Other real estate,"$4,970,388,101.43","$2,289,085.75",0.05%
+146,129,Wood windows and door manufacturing,"$6,006,154.37","$2,714.30",0.05%
+147,486,Other amusement and recreation industries,"$263,123,626.14","$116,768.56",0.04%
+148,196,Ready-mix concrete manufacturing,"$285,491,907.84","$126,241.33",0.04%
+149,456,Travel arrangement and reservation services,"$498,338,395.79","$219,231.61",0.04%
+150,501,Dry-cleaning and laundry services,"$83,675,246.11","$36,200.21",0.04%
+151,407,Book publishers,"$8,704,740.33","$3,575.53",0.04%
+152,485,Gambling industries (except casino hotels),"$417,593,840.35","$154,185.63",0.04%
+153,488,Bowling centers,"$21,593,225.39","$7,467.68",0.03%
+154,480,Racing and Track Operation,"$6,801,162.46","$2,311.54",0.03%
+155,434,Video tape and disc rental,"$3,473,473.59","$1,055.53",0.03%
+156,453,Facilities support services,"$18,809,929.65","$5,633.21",0.03%
+157,135,All other miscellaneous wood product manufacturing,"$1,464,925.21",$433.77,0.03%
+158,160,Phosphatic fertilizer manufacturing,"$511,682,126.91","$150,274.49",0.03%
+159,198,Concrete pipe manufacturing,"$4,169,914.39","$1,216.03",0.03%
+160,203,Cut stone and stone product manufacturing,"$1,374,172.26",$382.57,0.03%
+161,147,Asphalt paving mixture and block manufacturing,"$24,588,155.16","$6,796.87",0.03%
+162,134,Prefabricated wood building manufacturing,"$6,341,600.48","$1,702.54",0.03%
+163,445,Environmental and other technical consulting services,"$1,027,018,118.68","$229,179.89",0.02%
+164,442,Computer systems design services,"$304,936,867.78","$63,897.65",0.02%
+165,100,Manufactured ice,"$3,942,329.02",$813.65,0.02%
+166,490,Other accommodations,"$130,132,793.65","$26,599.96",0.02%
+167,144,Printing,"$57,542,256.23","$11,296.16",0.02%
+168,368,Sign manufacturing,"$23,533,228.46","$4,314.54",0.02%
+169,401,Pipeline transportation,"$1,611,889,849.10","$281,954.60",0.02%
+170,27,Sand and gravel mining,"$216,223,131.49","$37,380.17",0.02%
+171,20,Oil and gas extraction,"$4,984,035,362.50","$836,161.74",0.02%
+172,6,"Greenhouse, nursery, and floriculture production","$11,471,786.86","$1,874.95",0.02%
+173,335,Other motor vehicle parts manufacturing,"$4,272,109.66",$665.74,0.02%
+174,15,"Forestry, forest products, and timber tract production","$319,991.92",$48.04,0.02%
+175,28,"Other clay, ceramic, refractory minerals mining","$169,417,333.51","$24,428.77",0.01%
+176,10,All other crop farming,"$163,550,998.97","$21,640.03",0.01%
+177,199,Other concrete product manufacturing,"$20,536,708.26","$2,687.45",0.01%
+178,446,Scientific research and development services,"$1,017,623,425.88","$125,014.54",0.01%
+179,195,Cement manufacturing,"$132,407,672.79","$16,266.14",0.01%
+180,14,"Animal production, except cattle and poultry and eggs","$86,783,678.15","$10,426.10",0.01%
+181,99,Bottled and canned soft drinks and water,"$177,852,624.62","$20,632.08",0.01%
+182,29,Other nonmetallic mineral mining and quarrying,"$667,489,784.11","$73,376.83",0.01%
+183,18,Commercial hunting and trapping,"$23,256,232.55","$2,550.62",0.01%
+184,441,Custom computer programming services,"$266,955,199.74","$29,276.82",0.01%
+185,125,Wood preservation,"$25,246,163.52","$2,440.38",0.01%
+186,19,Support activities for agriculture and forestry,"$44,762,204.87","$4,011.65",0.01%
+187,132,Wood container and pallet manufacturing,"$5,150,805.78",$428.30,0.01%
+188,201,Gypsum product manufacturing,"$62,726,288.59","$5,101.48",0.01%
+189,329,Travel trailer and camper manufacturing,"$11,059,948.62",$776.51,0.01%
+190,124,Sawmills,"$141,329,754.94","$9,898.14",0.01%
+191,139,Paperboard container manufacturing,"$2,219,895.78",$153.81,0.01%
+192,243,"Electroplating, anodizing, and coloring metal","$2,615,358.22",$180.56,0.01%
+193,151,Petrochemical manufacturing,"$673,077,918.86","$46,274.98",0.01%
+194,242,Metal coating and nonprecious engraving,"$8,101,071.47",$545.91,0.01%
+195,102,Wineries,"$2,616,541.19",$168.90,0.01%
+196,13,Poultry and egg production,"$69,842,214.62","$4,075.39",0.01%
+197,229,Plate work manufacturing,"$7,212,949.34",$418.89,0.01%
+198,239,Machine shops,"$129,567,269.37","$7,223.03",0.01%
+199,188,Other rubber product manufacturing,"$4,573,849.57",$245.18,0.01%
+200,175,Custom compounding of purchased resins,"$17,576,678.87",$912.83,0.01%
+201,92,Roasted nuts and peanut butter manufacturing,"$4,476,671.67",$225.06,0.01%
+202,101,Breweries,"$54,815,146.01","$2,740.44",0.00%
+203,162,Pesticide and other agricultural chemical manufacturing,"$38,257,554.64","$1,787.74",0.00%
+204,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels","$117,101,287.46","$5,237.25",0.00%
+205,79,Fluid milk manufacturing,"$4,900,848.36",$217.46,0.00%
+206,81,Ice cream and frozen dessert manufacturing,"$721,830.00",$31.37,0.00%
+207,88,"Bread and bakery product, except frozen, manufacturing","$60,649,221.47","$2,461.93",0.00%
+208,366,"Doll, toy, and game manufacturing","$8,851,137.40",$332.32,0.00%
+209,2,Grain farming,"$130,099,289.43","$4,152.03",0.00%
+210,185,Other plastics product manufacturing,"$54,262,105.84","$1,603.94",0.00%
+211,155,Other basic organic chemical manufacturing,"$99,443,897.11","$2,929.84",0.00%
+212,31,Support activities for oil and gas operations,"$1,698,256,439.85","$48,157.66",0.00%
+213,364,Jewelry and silverware manufacturing,"$9,505,473.72",$266.70,0.00%
+214,250,Fabricated pipe and pipe fitting manufacturing,"$176,707.07",$4.92,0.00%
+215,59,Other animal food manufacturing,"$23,797,093.38",$615.81,0.00%
+216,224,Nonferrous forging,"$17,187,170.89",$441.96,0.00%
+217,370,Musical instrument manufacturing,"$937,638.70",$22.83,0.00%
+218,223,Iron and steel forging,"$52,274,449.17","$1,252.78",0.00%
+219,85,Meat processed from carcasses,"$59,683,965.53","$1,426.27",0.00%
+220,369,"Gasket, packing, and sealing device manufacturing","$11,014,771.97",$260.26,0.00%
+221,373,Burial casket manufacturing,"$6,137,323.55",$140.60,0.00%
+222,62,Malt manufacturing,"$10,977,359.34",$251.37,0.00%
+223,116,Other textile product mills,"$18,711,047.72",$426.03,0.00%
+224,232,Ornamental and architectural metal work manufacturing,"$13,368,800.13",$300.35,0.00%
+225,66,Breakfast cereal manufacturing,"$8,312,290.22",$178.75,0.00%
+226,93,Other snack food manufacturing,"$10,656,196.90",$227.12,0.00%
+227,24,Gold ore and silver ore mining,"$40,475,210.09",$848.35,0.00%
+228,374,All other miscellaneous manufacturing,"$25,842,264.37",$529.37,0.00%
+229,309,Manufacturing and reproducing magnetic and optical media,"$3,749,068.21",$75.74,0.00%
+230,32,Metal mining services,"$40,137,198.28",$787.64,0.00%
+231,180,Plastics pipe and pipe fitting manufacturing,"$175,946,416.70","$3,329.64",0.00%
+232,33,Other nonmetallic minerals services,"$83,884,373.37","$1,565.05",0.00%
+233,228,Fabricated structural metal manufacturing,"$108,558,620.40","$1,856.28",0.00%
+234,208,"Iron, steel pipe and tube manufacturing from purchased steel","$77,841,892.05","$1,314.20",0.00%
+235,154,Other basic inorganic chemical manufacturing,"$997,170,473.82","$16,659.72",0.00%
+236,251,Other fabricated metal manufacturing,"$30,533,977.78",$485.05,0.00%
+237,127,Engineered wood member and truss manufacturing,"$88,604,588.45","$1,365.34",0.00%
+238,177,Other miscellaneous chemical product manufacturing,"$87,073,016.65","$1,331.74",0.00%
+239,82,Frozen cakes and other pastries manufacturing,"$11,901,965.92",$181.29,0.00%
+240,192,Other pressed and blown glass and glassware manufacturing,"$24,269,193.77",$355.45,0.00%
+241,238,Spring and wire product manufacturing,"$10,164,502.90",$145.22,0.00%
+242,330,Motor vehicle gasoline engine and engine parts manufacturing,"$6,562,791.94",$93.54,0.00%
+243,348,Wood kitchen cabinet and countertop manufacturing,"$36,093,337.43",$506.01,0.00%
+244,226,Handtool manufacturing,"$14,510,909.57",$202.41,0.00%
+245,221,Custom roll forming,"$23,817,580.17",$324.27,0.00%
+246,231,Sheet metal work manufacturing,"$2,174,657.13",$29.25,0.00%
+247,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing","$16,418,103.94",$217.93,0.00%
+248,350,Nonupholstered wood household furniture manufacturing,"$1,561,666.78",$18.03,0.00%
+249,234,Metal tank (heavy gauge) manufacturing,"$122,558,970.83","$1,413.13",0.00%
+250,84,"Animal, except poultry, slaughtering","$216,958,801.29","$2,433.66",0.00%
+251,244,"Valve and fittings, other than plumbing, manufacturing","$313,055.07",$3.42,0.00%
+252,252,Farm machinery and equipment manufacturing,"$3,792,822.09",$41.17,0.00%
+253,9,Sugarcane and sugar beet farming,"$62,280,333.14",$670.06,0.00%
+254,94,Coffee and tea manufacturing,"$30,751,047.34",$308.13,0.00%
+255,358,Blind and shade manufacturing,"$111,215.22",$1.09,0.00%
+256,67,Beet sugar manufacturing,"$209,970,196.03","$1,933.73",0.00%
+257,74,Canned fruits and vegetables manufacturing,"$2,146,446.41",$18.43,0.00%
+258,71,Confectionery manufacturing from purchased chocolate,"$8,806,626.14",$72.60,0.00%
+259,227,Prefabricated metal buildings and components manufacturing,"$2,838,178.16",$21.81,0.00%
+260,97,Spice and extract manufacturing,"$12,042,344.87",$90.92,0.00%
+261,351,Other household nonupholstered furniture manufacturing,"$3,154,348.10",$23.56,0.00%
+262,359,Surgical and medical instrument manufacturing,"$20,843,640.29",$142.91,0.00%
+263,120,Apparel accessories and other apparel manufacturing,"$1,006,317.54",$6.74,0.00%
+264,58,Dog and cat food manufacturing,"$23,319,111.08",$132.00,0.00%
+265,324,Automobile and light duty motor vehicle manufacturing,"$481,262,093.35","$2,495.35",0.00%
+266,86,Rendering and meat byproduct processing,"$169,552.02",$0.83,0.00%
+267,118,Cut and sew apparel contractors,"$624,247.24",$3.07,0.00%
+268,119,Cut and sew apparel manufacturing (except contractors),"$10,552,070.72",$51.74,0.00%
+269,326,Motor vehicle body manufacturing,"$51,726,843.92",$231.89,0.00%
+270,354,Custom architectural woodwork and millwork,"$78,271.86",$0.34,0.00%
+271,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming","$1,611,904,514.38","$6,553.21",0.00%
+272,265,Industrial mold manufacturing,"$419,356.03",$1.40,0.00%
+273,12,Dairy cattle and milk production,"$62,699,899.43",$202.44,0.00%
+274,113,Curtain and linen mills,"$612,878.58",$1.82,0.00%
+275,121,Leather and hide tanning and finishing,"$1,328,163.62",$3.86,0.00%
+276,114,Textile bag and canvas mills,"$11,730,951.51",$33.09,0.00%
+277,304,Totalizing fluid meter and counting device manufacturing,"$14,502,282.26",$37.62,0.00%
+278,235,Metal cans manufacturing,"$84,837,591.04",$219.41,0.00%
+279,311,Lighting fixture manufacturing,"$8,501,584.76",$21.77,0.00%
+280,489,"Hotels and motels, including casino hotels","$1,272,625,779.27","$3,175.59",0.00%
+281,103,Distilleries,"$59,042,281.71",$144.91,0.00%
+282,172,Toilet preparation manufacturing,"$51,736,916.86",$124.80,0.00%
+283,363,Dental laboratories,"$2,922,984.08",$6.88,0.00%
+284,247,Small arms ammunition manufacturing,"$130,897.97",$0.29,0.00%
+285,122,Footwear manufacturing,"$1,145,231.54",$2.44,0.00%
+286,1,Oilseed farming,"$938,686.11",$1.81,0.00%
+287,274,"Measuring, dispensing, and other pumping equipment manufacturing","$6,024,896.01",$10.98,0.00%
+288,173,Printing ink manufacturing,"$6,373,572.26",$11.61,0.00%
+289,322,Carbon and graphite product manufacturing,"$10,049,890.88",$17.78,0.00%
+290,164,Pharmaceutical preparation manufacturing,"$38,530,747.81",$60.60,0.00%
+291,220,Nonferrous metal foundries,"$16,365,994.89",$25.51,0.00%
+292,292,Other communications equipment manufacturing,"$381,770.64",$0.57,0.00%
+293,123,Other leather and allied product manufacturing,"$17,594,328.12",$25.79,0.00%
+294,25,Other metal ore mining,"$65,796,499.90",$92.64,0.00%
+295,353,Wood office furniture manufacturing,"$616,006.76",$0.80,0.00%
+296,249,"Small arms, ordnance, and accessories manufacturing","$186,666,772.13",$211.28,0.00%
+297,105,"Fiber, yarn, and thread mills","$13,455,310.58",$14.61,0.00%
+298,365,Sporting and athletic goods manufacturing,"$4,024,823.62",$4.18,0.00%
+299,302,Automatic environmental control manufacturing,"$4,809,195.11",$4.65,0.00%
+300,289,Computer terminals and other computer peripheral equipment manufacturing,"$8,299,226.90",$7.79,0.00%
+301,109,Knit fabric mills,"$9,334,399.88",$8.01,0.00%
+302,260,All other industrial machinery manufacturing,"$303,218.25",$0.21,0.00%
+303,273,Other engine equipment manufacturing,"$4,730,382.73",$3.15,0.00%
+304,30,Drilling oil and gas wells,"$252,242,568.28",$153.34,0.00%
+305,320,Other communication and energy wire manufacturing,"$38,208,866.07",$22.80,0.00%
+306,360,Surgical appliance and supplies manufacturing,"$1,132,686.03",$0.64,0.00%
+307,262,Industrial and commercial fan and blower and air purification equipment manufacturing,"$1,004,537.35",$0.50,0.00%
+308,107,Narrow fabric mills and schiffli machine embroidery,"$3,811,416.64",$1.71,0.00%
+309,308,"Watch, clock, and other measuring and controlling device manufacturing","$27,237,945.06",$10.99,0.00%
+310,285,Fluid power pump and motor manufacturing,"$6,646,876.88",$2.39,0.00%
+311,323,All other miscellaneous electrical equipment and component manufacturing,"$5,250,752.91",$1.72,0.00%
+312,281,Welding and soldering equipment manufacturing,"$6,471,097.46",$1.93,0.00%
+313,315,Motor and generator manufacturing,"$101,522,975.36",$19.77,0.00%
+314,248,"Ammunition, except for small arms, manufacturing","$3,051,499.74",$0.56,0.00%
+315,316,Switchgear and switchboard apparatus manufacturing,"$82,494,211.44",$14.99,0.00%
+316,306,Analytical laboratory instrument manufacturing,"$35,989,379.73",$5.50,0.00%
+317,339,Other aircraft parts and auxiliary equipment manufacturing,"$12,074,659.04",$1.33,0.00%
+318,303,Industrial process variable instruments manufacturing,"$29,241,906.00",$3.13,0.00%
+319,261,Commercial and service industry machinery manufacturing,"$118,574,901.91",$11.97,0.00%
+320,233,Power boiler and heat exchanger manufacturing,"$16,614,302.78",$1.64,0.00%
+321,317,Relay and industrial control manufacturing,"$20,041,079.83",$1.73,0.00%
+322,305,Electricity and signal testing instruments manufacturing,"$10,855,961.39",$0.91,0.00%
+323,301,"Search, detection, and navigation instruments manufacturing","$10,400,624.17",$0.36,0.00%
+324,314,"Power, distribution, and specialty transformer manufacturing","$20,283,160.98",$0.68,0.00%
+325,337,Aircraft manufacturing,"$86,772,712.07",$1.92,0.00%
+326,343,Ship building and repairing,$0.00,$0.00,0.00%
 327,131,"Other millwork, including flooring",$0.00,$0.00,0.00%
-328,343,Ship building and repairing,$0.00,$0.00,0.00%
+328,143,All other converted paper product manufacturing,$0.00,$0.00,0.00%
 329,115,"Rope, cordage, twine, tire cord and tire fabric mills",$0.00,$0.00,0.00%
 330,263,Heating equipment (except warm air furnaces) manufacturing,$0.00,$0.00,0.00%
 331,312,Small electrical appliance manufacturing,$0.00,$0.00,0.00%
 332,153,Synthetic dye and pigment manufacturing,$0.00,$0.00,0.00%
 333,49,Construction of new highways and streets,"$534,644,945.89",$0.00,0.00%
-334,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
+334,5,Tree nut farming,$0.00,$0.00,0.00%
 335,176,Photographic film and chemical manufacturing,$0.00,$0.00,0.00%
 336,300,Electromedical and electrotherapeutic apparatus manufacturing,$0.00,$0.00,0.00%
 337,96,"Mayonnaise, dressing, and sauce manufacturing",$0.00,$0.00,0.00%
-338,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+338,279,"Industrial truck, trailer, and stacker manufacturing",$0.00,$0.00,0.00%
 339,215,Nonferrous metal (exc aluminum) smelting and refining,$0.00,$0.00,0.00%
-340,5,Tree nut farming,$0.00,$0.00,0.00%
-341,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+340,523,"* Employment and payroll of state govt, other services","$813,024,566.70",$0.00,0.00%
+341,357,Mattress manufacturing,$0.00,$0.00,0.00%
 342,72,"Frozen fruits, juices and vegetables manufacturing",$0.00,$0.00,0.00%
 343,340,Guided missile and space vehicle manufacturing,$0.00,$0.00,0.00%
 344,184,Plastics bottle manufacturing,$0.00,$0.00,0.00%
-345,357,Mattress manufacturing,$0.00,$0.00,0.00%
-346,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
-347,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
-348,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
-349,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+345,50,"Construction of new commercial structures, including farm structures","$684,360,989.22",$0.00,0.00%
+346,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
+347,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+348,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
+349,266,"Special tool, die, jig, and fixture manufacturing",$0.00,$0.00,0.00%
 350,280,Power-driven handtool manufacturing,$0.00,$0.00,0.00%
 351,7,Tobacco farming,$0.00,$0.00,0.00%
-352,140,Paper bag and coated and treated paper manufacturing,$0.00,$0.00,0.00%
-353,332,Motor vehicle transmission and power train parts manufacturing,$0.00,$0.00,0.00%
+352,69,Nonchocolate confectionery manufacturing,$0.00,$0.00,0.00%
+353,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
 354,290,Telephone apparatus manufacturing,$0.00,$0.00,0.00%
-355,53,Construction of new multifamily residential structures,"$383,936,127.11",$0.00,0.00%
-356,293,Audio and video equipment manufacturing,$0.00,$0.00,0.00%
-357,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+355,319,Fiber optic cable manufacturing,$0.00,$0.00,0.00%
+356,346,"Military armored vehicle, tank, and tank component manufacturing",$0.00,$0.00,0.00%
+357,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
 358,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",$0.00,$0.00,0.00%
-359,205,Mineral wool manufacturing,$0.00,$0.00,0.00%
-360,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
-361,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
-362,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
-363,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
+359,298,Electronic connector manufacturing,$0.00,$0.00,0.00%
+360,54,Construction of other new residential structures,"$1,049,688,875.72",$0.00,0.00%
+361,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+362,40,Electric power generation - Biomass,$0.00,$0.00,0.00%
+363,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
 364,83,Poultry processing,$0.00,$0.00,0.00%
-365,152,Industrial gas manufacturing,$0.00,$0.00,0.00%
+365,361,Dental equipment and supplies manufacturing,$0.00,$0.00,0.00%
 366,327,Truck trailer manufacturing,$0.00,$0.00,0.00%
-367,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
+367,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
 368,209,Rolled steel shape manufacturing,$0.00,$0.00,0.00%
-369,362,Ophthalmic goods manufacturing,$0.00,$0.00,0.00%
+369,356,"Showcase, partition, shelving, and locker manufacturing",$0.00,$0.00,0.00%
 370,212,Secondary smelting and alloying of aluminum,$0.00,$0.00,0.00%
-371,241,Metal heat treating,$0.00,$0.00,0.00%
+371,528,"* Employment and payroll of federal govt, non-military","$1,218,782,276.10",$0.00,0.00%
 372,130,"Cut stock, resawing lumber, and planing",$0.00,$0.00,0.00%
-373,47,Construction of new power and communication structures,"$843,791,892.14",$0.00,0.00%
+373,241,Metal heat treating,$0.00,$0.00,0.00%
 374,527,"* Employment and payroll of federal govt, military","$821,259,271.03",$0.00,0.00%
-375,237,Hardware manufacturing,$0.00,$0.00,0.00%
-376,191,Flat glass manufacturing,$0.00,$0.00,0.00%
-377,91,Tortilla manufacturing,$0.00,$0.00,0.00%
-378,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
-379,200,Lime manufacturing,$0.00,$0.00,0.00%
-380,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
-381,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+375,200,Lime manufacturing,$0.00,$0.00,0.00%
+376,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
+377,237,Hardware manufacturing,$0.00,$0.00,0.00%
+378,78,"Dry, condensed, and evaporated dairy product manufacturing",$0.00,$0.00,0.00%
+379,91,Tortilla manufacturing,$0.00,$0.00,0.00%
+380,282,Packaging machinery manufacturing,$0.00,$0.00,0.00%
+381,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
 382,272,Mechanical power transmission equipment manufacturing,$0.00,$0.00,0.00%
-383,187,Rubber and plastics hoses and belting manufacturing,$0.00,$0.00,0.00%
-384,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+383,190,"Brick, tile, and other structural clay product manufacturing",$0.00,$0.00,0.00%
+384,191,Flat glass manufacturing,$0.00,$0.00,0.00%
 385,157,Synthetic rubber manufacturing,$0.00,$0.00,0.00%
-386,276,Elevator and moving stairway manufacturing,$0.00,$0.00,0.00%
-387,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+386,519,* Not an industry (Rest of world adjustment),$0.00,$0.00,0.00%
+387,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
 388,206,Miscellaneous nonmetallic mineral products manufacturing,$0.00,$0.00,0.00%
-389,80,Creamery butter manufacturing,$0.00,$0.00,0.00%
-390,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
-391,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
-392,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
-393,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
-394,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
-395,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
-396,111,Fabric coating mills,$0.00,$0.00,0.00%
-397,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
-398,61,Rice milling,$0.00,$0.00,0.00%
-399,511,State government passenger transit,$0.00,$0.00,0.00%
-400,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
-401,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
-402,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
-403,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
-404,145,Support activities for printing,$0.00,$0.00,0.00%
+389,267,Cutting tool and machine tool accessory manufacturing,$0.00,$0.00,0.00%
+390,270,Turbine and turbine generator set units manufacturing,$0.00,$0.00,0.00%
+391,287,Electronic computer manufacturing,$0.00,$0.00,0.00%
+392,521,"* Employment and payroll of state govt, education","$431,884,047.44",$0.00,0.00%
+393,214,"Other aluminum rolling, drawing and extruding",$0.00,$0.00,0.00%
+394,111,Fabric coating mills,$0.00,$0.00,0.00%
+395,213,"Aluminum sheet, plate, and foil manufacturing",$0.00,$0.00,0.00%
+396,76,Dehydrated food products manufacturing,$0.00,$0.00,0.00%
+397,511,State government passenger transit,$0.00,$0.00,0.00%
+398,216,"Copper rolling, drawing, extruding and alloying",$0.00,$0.00,0.00%
+399,518,* Not an industry (Scrap),$0.00,$0.00,0.00%
+400,61,Rice milling,$0.00,$0.00,0.00%
+401,108,Nonwoven fabric mills,$0.00,$0.00,0.00%
+402,145,Support activities for printing,$0.00,$0.00,0.00%
+403,45,Construction of new health care structures,"$186,380,633.01",$0.00,0.00%
+404,299,Other electronic component manufacturing,$0.00,$0.00,0.00%
 405,137,Paper mills,$0.00,$0.00,0.00%
 406,338,Aircraft engine and engine parts manufacturing,$0.00,$0.00,0.00%
-407,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
+407,193,Glass container manufacturing,$0.00,$0.00,0.00%
 408,313,Major household appliance manufacturing,$0.00,$0.00,0.00%
-409,193,Glass container manufacturing,$0.00,$0.00,0.00%
+409,142,Sanitary paper product manufacturing,$0.00,$0.00,0.00%
 410,70,Chocolate and confectionery manufacturing from cacao beans,$0.00,$0.00,0.00%
 411,307,Irradiation apparatus manufacturing,$0.00,$0.00,0.00%
-412,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+412,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
 413,168,Adhesive manufacturing,$0.00,$0.00,0.00%
-414,258,Food product machinery manufacturing,$0.00,$0.00,0.00%
-415,98,All other food manufacturing,$0.00,$0.00,0.00%
-416,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
-417,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+414,278,"Overhead cranes, hoists, and monorail systems manufacturing",$0.00,$0.00,0.00%
+415,268,Machine tool manufacturing,$0.00,$0.00,0.00%
+416,150,All other petroleum and coal products manufacturing,$0.00,$0.00,0.00%
+417,98,All other food manufacturing,$0.00,$0.00,0.00%
 418,8,Cotton farming,$0.00,$0.00,0.00%
 419,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",$0.00,$0.00,0.00%
 420,222,"Metal crown, closure, and other metal stamping (except automotive)",$0.00,$0.00,0.00%
-421,117,Apparel knitting mills,$0.00,$0.00,0.00%
-422,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
-423,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
-424,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
-425,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
+421,189,"Pottery, ceramics, and plumbing fixture manufacturing",$0.00,$0.00,0.00%
+422,230,Metal window and door manufacturing,$0.00,$0.00,0.00%
+423,138,Paperboard mills,$0.00,$0.00,0.00%
+424,295,Bare printed circuit board manufacturing,$0.00,$0.00,0.00%
+425,117,Apparel knitting mills,$0.00,$0.00,0.00%
 426,52,Construction of new single-family residential structures,"$1,052,094,518.74",$0.00,0.00%
-427,138,Paperboard mills,$0.00,$0.00,0.00%
+427,211,Alumina refining and primary aluminum production,$0.00,$0.00,0.00%
 428,167,Paint and coating manufacturing,$0.00,$0.00,0.00%
 429,218,Secondary processing of other nonferrous metals,$0.00,$0.00,0.00%
 430,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,$0.00,$0.00,0.00%
-431,141,Stationery product manufacturing,$0.00,$0.00,0.00%
+431,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
 432,51,Construction of other new nonresidential structures,"$409,147,464.67",$0.00,0.00%
-433,277,Conveyor and conveying equipment manufacturing,$0.00,$0.00,0.00%
+433,141,Stationery product manufacturing,$0.00,$0.00,0.00%
 434,318,Battery manufacturing,$0.00,$0.00,0.00%
 435,64,Soybean and other oilseed processing,$0.00,$0.00,0.00%
 436,89,Cookie and cracker manufacturing,$0.00,$0.00,0.00%
-437,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
-438,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
-439,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
-440,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+437,46,Construction of new manufacturing structures,"$506,573,272.91",$0.00,0.00%
+438,331,Motor vehicle electrical and electronic equipment manufacturing,$0.00,$0.00,0.00%
+439,128,Reconstituted wood product manufacturing,$0.00,$0.00,0.00%
+440,275,Air and gas compressor manufacturing,$0.00,$0.00,0.00%
 441,163,Medicinal and botanical manufacturing,$0.00,$0.00,0.00%
 442,517,* Not an industry (Used and secondhand goods),$0.00,$0.00,0.00%
-443,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
-444,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
-445,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
-446,210,Steel wire drawing,$0.00,$0.00,0.00%
+443,169,Soap and other detergent manufacturing,$0.00,$0.00,0.00%
+444,210,Steel wire drawing,$0.00,$0.00,0.00%
+445,202,Abrasive product manufacturing,$0.00,$0.00,0.00%
+446,246,Ball and roller bearing manufacturing,$0.00,$0.00,0.00%
 447,207,Iron and steel mills and ferroalloy manufacturing,$0.00,$0.00,0.00%
 448,75,Canned specialties,$0.00,$0.00,0.00%
 449,512,State government electric utilities,$0.00,$0.00,0.00%
-450,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
-451,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
+450,23,Iron ore mining,$0.00,$0.00,0.00%
+451,136,Pulp mills,$0.00,$0.00,0.00%
 452,60,Flour milling,$0.00,$0.00,0.00%
-453,136,Pulp mills,$0.00,$0.00,0.00%
+453,36,Electric power generation - Nuclear,$0.00,$0.00,0.00%
 454,334,Motor vehicle metal stamping,$0.00,$0.00,0.00%
 455,240,"Turned product and screw, nut, and bolt manufacturing",$0.00,$0.00,0.00%
-456,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+456,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
 457,22,"Copper, nickel, lead, and zinc mining",$0.00,$0.00,0.00%
-458,23,Iron ore mining,$0.00,$0.00,0.00%
-459,63,Wet corn milling,$0.00,$0.00,0.00%
-460,126,Veneer and plywood manufacturing,$0.00,$0.00,0.00%
-461,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
-462,186,Tire manufacturing,$0.00,$0.00,0.00%
-463,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
-464,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
+458,342,Railroad rolling stock manufacturing,$0.00,$0.00,0.00%
+459,133,Manufactured home (mobile home) manufacturing,$0.00,$0.00,0.00%
+460,245,Plumbing fixture fitting and trim manufacturing,$0.00,$0.00,0.00%
+461,63,Wet corn milling,$0.00,$0.00,0.00%
+462,112,Carpet and rug mills,$0.00,$0.00,0.00%
+463,17,Commercial fishing,$0.00,$0.00,0.00%
+464,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
 465,355,"Office furniture, except wood, manufacturing",$0.00,$0.00,0.00%
-466,112,Carpet and rug mills,$0.00,$0.00,0.00%
-467,17,Commercial fishing,$0.00,$0.00,0.00%
-468,294,Printed circuit assembly (electronic assembly) manufacturing,$0.00,$0.00,0.00%
+466,186,Tire manufacturing,$0.00,$0.00,0.00%
+467,217,"Nonferrous metal, except copper and aluminum, shaping",$0.00,$0.00,0.00%
+468,347,All other transportation equipment manufacturing,$0.00,$0.00,0.00%
 469,219,Ferrous metal foundries,$0.00,$0.00,0.00%
 470,148,Asphalt shingle and coating materials manufacturing,$0.00,$0.00,0.00%
-471,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
+471,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
 472,524,"* Employment and payroll of local govt, education","$1,733,082,635.47",$0.00,0.00%
 473,236,"Metal barrels, drums and pails manufacturing",$0.00,$0.00,0.00%
-474,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
-475,253,Lawn and garden equipment manufacturing,$0.00,$0.00,0.00%
+474,77,Cheese manufacturing,$0.00,$0.00,0.00%
+475,171,Surface active agent manufacturing,$0.00,$0.00,0.00%
 476,349,Upholstered household furniture manufacturing,$0.00,$0.00,0.00%
-477,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
-478,77,Cheese manufacturing,$0.00,$0.00,0.00%
-479,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+477,73,Frozen specialties manufacturing,$0.00,$0.00,0.00%
+478,106,Broadwoven fabric mills,$0.00,$0.00,0.00%
+479,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
 480,284,Fluid power cylinder and actuator manufacturing,$0.00,$0.00,0.00%
-481,283,Industrial process furnace and oven manufacturing,$0.00,$0.00,0.00%
+481,225,"Cutlery, utensil, pot, and pan manufacturing",$0.00,$0.00,0.00%
 482,110,Textile and fabric finishing mills,$0.00,$0.00,0.00%
-483,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
-484,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
-485,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
-486,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
-487,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
-488,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
-489,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
-490,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
+483,271,"Speed changer, industrial high-speed drive, and gear manufacturing",$0.00,$0.00,0.00%
+484,372,"Broom, brush, and mop manufacturing",$0.00,$0.00,0.00%
+485,352,Institutional furniture manufacturing,$0.00,$0.00,0.00%
+486,39,Electric power generation - Geothermal,$0.00,$0.00,0.00%
+487,156,Plastics material and resin manufacturing,$0.00,$0.00,0.00%
+488,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+489,95,Flavoring syrup and concentrate manufacturing,$0.00,$0.00,0.00%
+490,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
 491,310,Electric lamp bulb and part manufacturing,$0.00,$0.00,0.00%
 492,328,Motor home manufacturing,$0.00,$0.00,0.00%
 493,345,"Motorcycle, bicycle, and parts manufacturing",$0.00,$0.00,0.00%
-494,257,Semiconductor machinery manufacturing,$0.00,$0.00,0.00%
+494,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
 495,161,Fertilizer mixing,$0.00,$0.00,0.00%
-496,525,"* Employment and payroll of local govt, hospitals and health services","$1,090,300,011.51",$0.00,0.00%
+496,165,In-vitro diagnostic substance manufacturing,$0.00,$0.00,0.00%
 497,367,Office supplies (except paper) manufacturing,$0.00,$0.00,0.00%
-498,291,Broadcast and wireless communications equipment manufacturing,$0.00,$0.00,0.00%
+498,170,Polish and other sanitation good manufacturing,$0.00,$0.00,0.00%
 499,520,* Not an industry (Noncomparable foreign imports),$0.00,$0.00,0.00%
 500,371,"Fasteners, buttons, needles, and pins manufacturing",$0.00,$0.00,0.00%
 501,158,Artificial and synthetic fibers and filaments manufacturing,$0.00,$0.00,0.00%
 502,412,Sound recording industries,$0.00,$0.00,0.00%
 503,409,Greeting card publishing,$0.00,$0.00,0.00%
-504,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
+504,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
 505,48,Construction of new educational and vocational structures,"$365,041,949.93",$0.00,0.00%
-506,183,Urethane and other foam product (except polystyrene) manufacturing,$0.00,$0.00,0.00%
+506,269,Rolling mill and other metalworking machinery manufacturing,$0.00,$0.00,0.00%
 507,34,Electric power generation - Hydroelectric,$0.00,$0.00,0.00%
 508,194,Glass product manufacturing made of purchased glass,$0.00,$0.00,0.00%
-509,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
-510,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
-511,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
-512,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
-513,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
-514,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
+509,296,Semiconductor and related device manufacturing,$0.00,$0.00,0.00%
+510,526,"* Employment and payroll of local govt, other services","$1,114,881,555.67",$0.00,0.00%
+511,68,Sugar cane mills and refining,$0.00,$0.00,0.00%
+512,325,Heavy duty truck manufacturing,$0.00,$0.00,0.00%
+513,149,Petroleum lubricating oil and grease manufacturing,$0.00,$0.00,0.00%
+514,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
 515,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",$0.00,$0.00,0.00%
 516,178,Plastics packaging materials and unlaminated film and sheet manufacturing,$0.00,$0.00,0.00%
 517,321,Wiring device manufacturing,$0.00,$0.00,0.00%
-518,166,Biological product (except diagnostic) manufacturing,$0.00,$0.00,0.00%
+518,288,Computer storage device manufacturing,$0.00,$0.00,0.00%
 519,333,Motor vehicle seating and interior trim manufacturing,$0.00,$0.00,0.00%
-520,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
-521,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
-522,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
-523,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
-524,41,Electric power generation - All other,$0.00,$0.00,0.00%
+520,41,Electric power generation - All other,$0.00,$0.00,0.00%
+521,182,Polystyrene foam product manufacturing,$0.00,$0.00,0.00%
+522,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+523,65,Fats and oils refining and blending,$0.00,$0.00,0.00%
+524,90,"Dry pasta, mixes, and dough manufacturing",$0.00,$0.00,0.00%
 525,87,Seafood product preparation and packaging,$0.00,$0.00,0.00%
-526,522,"* Employment and payroll of state govt, hospitals and health services","$43,850,299.84",$0.00,0.00%
+526,259,"Sawmill, woodworking, and paper machinery",$0.00,$0.00,0.00%
 527,344,Boat building,$0.00,$0.00,0.00%
 528,179,Unlaminated plastics profile shape manufacturing,$0.00,$0.00,0.00%
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2036/occupation_impacts_table.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2036/occupation_impacts_table.csv
index 0d25c5e..b38dfb9 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2036/occupation_impacts_table.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2036/occupation_impacts_table.csv
@@ -1,98 +1,98 @@
 Dim Occupation Occ Code,Dim Occupation Occupation,Fact Results Impacts Wage and Salary Employment,Fact Results Impacts FTE Employment,Fact Results Impacts Wage and Salary Income,Fact Results Impacts Supplements to Wages and Salaries,Fact Results Impacts Employee Compensation,Fact Results Impacts Hours Worked
-11-1000,Top Executives,2.55,2.40,"$495,733.38","$98,758.71","$594,492.09","5,668.52"
-11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",0.46,0.44,"$90,000.47","$15,446.45","$105,446.92",983.56
-11-3000,Operations Specialties Managers,1.84,1.78,"$384,615.23","$78,944.61","$463,559.84","3,945.06"
-11-9000,Other Management Occupations,1.64,1.55,"$271,027.66","$55,643.00","$326,670.67","3,471.57"
-13-1000,Business Operations Specialists,3.07,2.92,"$350,251.75","$66,545.85","$416,797.60","6,050.68"
-13-2000,Financial Specialists,1.59,1.53,"$193,015.91","$33,853.61","$226,869.52","3,165.67"
-15-1200,Computer Occupations,1.04,1.00,"$150,475.39","$25,402.20","$175,877.59","2,063.01"
-15-2000,Mathematical Science Occupations,0.11,0.11,"$16,988.47","$2,901.20","$19,889.67",222.65
-17-1000,"Architects, Surveyors, and Cartographers",0.33,0.32,"$35,666.78","$7,615.99","$43,282.77",682.47
-17-2000,Engineers,1.82,1.78,"$261,732.29","$57,198.11","$318,930.40","3,991.84"
-17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.21,0.21,"$17,148.88","$3,254.58","$20,403.47",422.04
-19-1000,Life Scientists,0.05,0.05,"$5,321.16",$936.48,"$6,257.64",101.69
-19-2000,Physical Scientists,0.05,0.05,"$6,770.66","$1,378.94","$8,149.59",108.44
-19-3000,Social Scientists and Related Workers,0.04,0.03,"$3,584.03",$649.99,"$4,234.02",66.09
-19-4000,"Life, Physical, and Social Science Technicians",0.13,0.13,"$12,062.27","$2,674.36","$14,736.63",264.98
-19-5000,Occupational Health and Safety Specialists and Technicians,0.39,0.38,"$52,072.21","$11,898.53","$63,970.74",807.28
-21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",0.51,0.45,"$24,939.13","$4,705.40","$29,644.53",877.85
-21-2000,Religious Workers,0.17,0.14,"$7,056.76","$1,026.06","$8,082.82",327.87
-23-1000,"Lawyers, Judges, and Related Workers",0.27,0.26,"$47,935.30","$8,094.13","$56,029.43",582.29
-23-2000,Legal Support Workers,0.18,0.17,"$10,390.06","$1,751.70","$12,141.76",327.73
-25-1000,Postsecondary Teachers,0.08,0.08,"$5,406.72","$1,205.01","$6,611.74",124.60
-25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.29,0.26,"$11,246.06","$2,134.47","$13,380.54",500.75
-25-3000,Other Teachers and Instructors,0.20,0.18,"$7,456.74","$1,506.77","$8,963.51",251.10
-25-4000,"Librarians, Curators, and Archivists",0.01,0.01,$620.77,$105.28,$726.05,20.26
-25-9000,Other Educational Instruction and Library Occupations,0.16,0.14,"$5,568.90","$1,056.97","$6,625.87",219.84
-27-1000,Art and Design Workers,0.17,0.16,"$13,474.58","$2,251.65","$15,726.23",300.56
-27-2000,"Entertainers and Performers, Sports and Related Workers",0.16,0.14,"$9,180.42","$1,569.75","$10,750.17",221.42
-27-3000,Media and Communication Workers,0.19,0.18,"$13,776.44","$2,398.20","$16,174.64",341.33
-27-4000,Media and Communication Equipment Workers,0.12,0.11,"$7,775.01","$1,239.78","$9,014.80",205.18
-29-1000,Healthcare Diagnosing or Treating Practitioners,1.44,1.32,"$178,808.05","$35,055.16","$213,863.21","2,591.86"
-29-2000,Health Technologists and Technicians,0.75,0.68,"$41,701.90","$8,230.96","$49,932.86","1,312.03"
-29-9000,Other Healthcare Practitioners and Technical Occupations,0.03,0.03,"$1,918.09",$363.97,"$2,282.06",50.72
-31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",1.39,1.24,"$40,212.84","$7,874.75","$48,087.59","2,173.62"
-31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.05,0.05,"$2,360.94",$470.17,"$2,831.11",80.73
-31-9000,Other Healthcare Support Occupations,0.56,0.52,"$22,006.01","$4,185.81","$26,191.82",912.98
-33-1000,Supervisors of Protective Service Workers,0.02,0.02,"$2,393.72",$455.43,"$2,849.16",43.32
-33-2000,Firefighting and Prevention Workers,0.01,0.01,$439.98,$79.93,$519.91,28.01
-33-3000,Law Enforcement Workers,0.00,0.00,$455.88,$143.99,$599.87,9.76
-33-9000,Other Protective Service Workers,0.50,0.46,"$32,374.43","$5,998.88","$38,373.30",829.72
-35-1000,Supervisors of Food Preparation and Serving Workers,0.69,0.55,"$31,462.08","$4,483.34","$35,945.42","1,149.10"
-35-2000,Cooks and Food Preparation Workers,1.70,1.36,"$47,006.01","$6,859.87","$53,865.87","2,286.51"
-35-3000,Food and Beverage Serving Workers,3.62,2.88,"$84,203.69","$11,793.02","$95,996.72","3,929.63"
-35-9000,Other Food Preparation and Serving Related Workers,0.74,0.59,"$15,483.63","$2,168.94","$17,652.57",729.91
-37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.13,0.12,"$6,185.07","$1,088.82","$7,273.89",256.51
-37-2000,Building Cleaning and Pest Control Workers,1.36,1.24,"$46,351.19","$8,913.48","$55,264.67","2,141.42"
-37-3000,Grounds Maintenance Workers,0.53,0.48,"$21,539.18","$3,754.61","$25,293.80",904.10
-39-1000,Supervisors of Personal Care and Service Workers,0.07,0.06,"$3,570.42",$728.53,"$4,298.95",118.11
-39-2000,Animal Care and Service Workers,0.10,0.09,"$2,406.90",$360.91,"$2,767.82",131.80
-39-3000,Entertainment Attendants and Related Workers,0.20,0.17,"$5,252.12","$1,114.83","$6,366.95",225.82
-39-4000,Funeral Service Workers,0.02,0.01,$533.42,$76.37,$609.79,25.17
-39-5000,Personal Appearance Workers,0.11,0.09,"$3,439.03",$514.57,"$3,953.60",148.47
-39-6000,"Baggage Porters, Bellhops, and Concierges",0.01,0.01,$517.20,$96.69,$613.89,23.14
-39-7000,Tour and Travel Guides,0.09,0.08,"$4,795.15",$863.24,"$5,658.39",94.26
-39-9000,Other Personal Care and Service Workers,0.42,0.36,"$9,463.06","$1,704.00","$11,167.06",485.88
-41-1000,Supervisors of Sales Workers,0.71,0.64,"$47,977.35","$9,544.81","$57,522.16","1,396.61"
-41-2000,Retail Sales Workers,4.04,3.55,"$130,262.92","$26,869.11","$157,132.02","5,567.39"
-41-3000,"Sales Representatives, Services",0.86,0.82,"$80,354.35","$13,641.58","$93,995.93","1,727.20"
-41-4000,"Sales Representatives, Wholesale and Manufacturing",1.07,1.03,"$112,648.97","$18,695.21","$131,344.19","2,267.32"
-41-9000,Other Sales and Related Workers,0.19,0.18,"$12,427.52","$2,103.99","$14,531.52",325.22
-43-1000,Supervisors of Office and Administrative Support Workers,0.67,0.63,"$58,252.46","$11,567.03","$69,819.49","1,309.40"
-43-2000,Communications Equipment Operators,0.01,0.01,$477.38,$88.80,$566.18,17.22
-43-3000,Financial Clerks,1.35,1.28,"$85,047.21","$16,181.48","$101,228.69","2,407.63"
-43-4000,Information and Record Clerks,1.89,1.77,"$95,935.74","$17,412.34","$113,348.08","3,180.92"
-43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",1.32,1.21,"$92,181.29","$26,389.20","$118,570.49","2,550.35"
-43-6000,Secretaries and Administrative Assistants,1.23,1.15,"$70,762.61","$13,307.98","$84,070.60","2,161.94"
-43-9000,Other Office and Administrative Support Workers,1.56,1.47,"$76,988.95","$14,983.11","$91,972.06","2,551.71"
-45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.01,0.01,$655.17,$149.76,$804.93,18.08
-45-2000,Agricultural Workers,0.07,0.06,"$3,796.84",$718.93,"$4,515.78",125.37
-45-3000,Fishing and Hunting Workers,0.00,0.00,$2.43,$0.65,$3.08,0.13
-45-4000,"Forest, Conservation, and Logging Workers",0.02,0.02,"$1,269.00",$392.94,"$1,661.94",49.94
-47-1000,Supervisors of Construction and Extraction Workers,4.59,4.51,"$732,678.08","$168,128.18","$900,806.25","10,152.08"
-47-2000,Construction Trades Workers,10.21,10.02,"$1,053,598.12","$240,022.23","$1,293,620.34","21,290.23"
-47-3000,"Helpers, Construction Trades",0.03,0.03,"$1,343.23",$235.49,"$1,578.73",51.76
-47-4000,Other Construction and Related Workers,0.21,0.21,"$19,246.47","$4,472.80","$23,719.27",448.53
-47-5000,Extraction Workers,16.49,16.23,"$1,697,123.97","$393,502.74","$2,090,626.71","38,830.96"
-49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",1.78,1.73,"$286,073.00","$65,173.08","$351,246.08","4,011.86"
-49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.25,0.24,"$25,221.84","$5,497.30","$30,719.14",542.04
-49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",4.19,4.00,"$398,556.91","$86,331.22","$484,888.13","8,898.83"
-49-9000,"Other Installation, Maintenance, and Repair Occupations",5.69,5.54,"$558,695.56","$126,158.73","$684,854.29","11,919.46"
-51-1000,Supervisors of Production Workers,0.40,0.39,"$57,283.55","$13,309.26","$70,592.81",888.84
-51-2000,Assemblers and Fabricators,0.27,0.26,"$14,686.18","$2,554.71","$17,240.89",512.00
-51-3000,Food Processing Workers,0.14,0.12,"$5,401.27","$1,233.30","$6,634.57",231.81
-51-4000,Metal Workers and Plastic Workers,0.93,0.91,"$96,336.55","$21,703.76","$118,040.31","1,936.01"
-51-5100,Printing Workers,0.02,0.02,"$1,067.76",$180.60,"$1,248.35",42.13
-51-6000,"Textile, Apparel, and Furnishings Workers",0.11,0.10,"$4,266.85",$717.71,"$4,984.56",177.90
-51-7000,Woodworkers,0.02,0.02,$881.44,$152.18,"$1,033.62",32.65
-51-8000,Plant and System Operators,0.35,0.35,"$38,112.96","$10,193.64","$48,306.60",765.31
-51-9000,Other Production Occupations,1.41,1.37,"$128,202.21","$29,057.33","$157,259.54","2,816.10"
-53-1000,Supervisors of Transportation and Material Moving Workers,0.62,0.59,"$76,173.18","$17,056.01","$93,229.20","1,327.19"
-53-2000,Air Transportation Workers,0.07,0.07,"$9,597.90","$2,192.53","$11,790.43",131.43
-53-3000,Motor Vehicle Operators,3.79,3.60,"$292,799.43","$66,123.65","$358,923.08","7,753.84"
-53-4000,Rail Transportation Workers,0.40,0.38,"$39,113.30","$11,567.01","$50,680.31",955.28
-53-5000,Water Transportation Workers,0.14,0.13,"$13,553.39","$2,461.83","$16,015.22",320.36
-53-6000,Other Transportation Workers,0.19,0.16,"$7,914.11","$1,588.44","$9,502.55",291.57
-53-7000,Material Moving Workers,5.95,5.69,"$422,467.28","$92,803.33","$515,270.61","10,660.95"
+11-1000,Top Executives,7.59,7.14,"$1,476,652.62","$294,174.87","$1,770,827.49","16,884.95"
+11-2000,"Advertising, Marketing, Promotions, Public Relations, and Sales Managers",1.38,1.30,"$268,086.50","$46,010.71","$314,097.21","2,929.74"
+11-3000,Operations Specialties Managers,5.47,5.31,"$1,145,662.38","$235,154.15","$1,380,816.54","11,751.25"
+11-9000,Other Management Occupations,4.90,4.62,"$807,316.45","$165,745.12","$973,061.57","10,340.85"
+13-1000,Business Operations Specialists,9.14,8.70,"$1,043,303.10","$198,221.67","$1,241,524.77","18,023.30"
+13-2000,Financial Specialists,4.73,4.56,"$574,941.00","$100,840.54","$675,781.54","9,429.66"
+15-1200,Computer Occupations,3.10,2.97,"$448,224.56","$75,666.12","$523,890.68","6,145.14"
+15-2000,Mathematical Science Occupations,0.34,0.32,"$50,603.94","$8,641.87","$59,245.82",663.21
+17-1000,"Architects, Surveyors, and Cartographers",0.99,0.97,"$106,241.48","$22,685.92","$128,927.39","2,032.90"
+17-2000,Engineers,5.41,5.29,"$779,628.10","$170,377.34","$950,005.44","11,890.58"
+17-3000,"Drafters, Engineering Technicians, and Mapping Technicians",0.64,0.61,"$51,081.78","$9,694.51","$60,776.28","1,257.14"
+19-1000,Life Scientists,0.15,0.14,"$15,850.26","$2,789.52","$18,639.78",302.92
+19-2000,Physical Scientists,0.16,0.16,"$20,167.91","$4,107.48","$24,275.39",323.02
+19-3000,Social Scientists and Related Workers,0.11,0.10,"$10,675.83","$1,936.13","$12,611.96",196.85
+19-4000,"Life, Physical, and Social Science Technicians",0.39,0.38,"$35,930.15","$7,966.18","$43,896.33",789.31
+19-5000,Occupational Health and Safety Specialists and Technicians,1.16,1.14,"$155,108.72","$35,442.43","$190,551.15","2,404.65"
+21-1000,"Counselors, Social Workers, and Other Community and Social Service Specialists",1.50,1.35,"$74,286.77","$14,016.10","$88,302.87","2,614.88"
+21-2000,Religious Workers,0.49,0.43,"$21,020.13","$3,056.35","$24,076.48",976.64
+23-1000,"Lawyers, Judges, and Related Workers",0.82,0.78,"$142,785.99","$24,110.19","$166,896.18","1,734.47"
+23-2000,Legal Support Workers,0.54,0.52,"$30,949.11","$5,217.84","$36,166.95",976.21
+25-1000,Postsecondary Teachers,0.25,0.22,"$16,105.14","$3,589.40","$19,694.54",371.16
+25-2000,"Preschool, Elementary, Middle, Secondary, and Special Education Teachers",0.88,0.77,"$33,498.91","$6,358.01","$39,856.92","1,491.59"
+25-3000,Other Teachers and Instructors,0.60,0.54,"$22,211.56","$4,488.26","$26,699.82",747.94
+25-4000,"Librarians, Curators, and Archivists",0.04,0.03,"$1,849.09",$313.60,"$2,162.69",60.35
+25-9000,Other Educational Instruction and Library Occupations,0.47,0.41,"$16,588.21","$3,148.42","$19,736.63",654.84
+27-1000,Art and Design Workers,0.52,0.48,"$40,137.05","$6,707.04","$46,844.09",895.27
+27-2000,"Entertainers and Performers, Sports and Related Workers",0.49,0.43,"$27,345.92","$4,675.85","$32,021.77",659.54
+27-3000,Media and Communication Workers,0.56,0.52,"$41,036.21","$7,143.56","$48,179.77","1,016.72"
+27-4000,Media and Communication Equipment Workers,0.35,0.33,"$23,159.62","$3,692.97","$26,852.59",611.17
+29-1000,Healthcare Diagnosing or Treating Practitioners,4.28,3.94,"$532,619.72","$104,419.62","$637,039.35","7,720.44"
+29-2000,Health Technologists and Technicians,2.22,2.04,"$124,218.43","$24,517.74","$148,736.17","3,908.16"
+29-9000,Other Healthcare Practitioners and Technical Occupations,0.08,0.07,"$5,713.45","$1,084.16","$6,797.61",151.09
+31-1100,"Home Health and Personal Care Aides; and Nursing Assistants, Orderlies, and Psychiatric Aides",4.14,3.69,"$119,782.93","$23,456.72","$143,239.64","6,474.60"
+31-2000,Occupational Therapy and Physical Therapist Assistants and Aides,0.16,0.15,"$7,032.59","$1,400.51","$8,433.10",240.48
+31-9000,Other Healthcare Support Occupations,1.68,1.54,"$65,549.81","$12,468.38","$78,018.19","2,719.51"
+33-1000,Supervisors of Protective Service Workers,0.06,0.06,"$7,130.24","$1,356.61","$8,486.86",129.03
+33-2000,Firefighting and Prevention Workers,0.03,0.03,"$1,310.59",$238.09,"$1,548.68",83.43
+33-3000,Law Enforcement Workers,0.01,0.01,"$1,357.95",$428.91,"$1,786.86",29.07
+33-9000,Other Protective Service Workers,1.48,1.37,"$96,434.46","$17,869.00","$114,303.46","2,471.51"
+35-1000,Supervisors of Food Preparation and Serving Workers,2.05,1.64,"$93,716.82","$13,354.64","$107,071.46","3,422.86"
+35-2000,Cooks and Food Preparation Workers,5.05,4.05,"$140,017.89","$20,433.65","$160,451.54","6,810.88"
+35-3000,Food and Beverage Serving Workers,10.77,8.59,"$250,819.51","$35,128.16","$285,947.66","11,705.28"
+35-9000,Other Food Preparation and Serving Related Workers,2.21,1.76,"$46,121.45","$6,460.66","$52,582.11","2,174.20"
+37-1000,Supervisors of Building and Grounds Cleaning and Maintenance Workers,0.38,0.35,"$18,423.63","$3,243.29","$21,666.91",764.07
+37-2000,Building Cleaning and Pest Control Workers,4.04,3.69,"$138,067.36","$26,550.80","$164,618.16","6,378.69"
+37-3000,Grounds Maintenance Workers,1.57,1.43,"$64,159.27","$11,183.96","$75,343.23","2,693.07"
+39-1000,Supervisors of Personal Care and Service Workers,0.20,0.17,"$10,635.30","$2,170.09","$12,805.39",351.81
+39-2000,Animal Care and Service Workers,0.29,0.26,"$7,169.50","$1,075.06","$8,244.57",392.60
+39-3000,Entertainment Attendants and Related Workers,0.59,0.50,"$15,644.63","$3,320.76","$18,965.39",672.66
+39-4000,Funeral Service Workers,0.05,0.04,"$1,588.90",$227.50,"$1,816.40",74.97
+39-5000,Personal Appearance Workers,0.33,0.28,"$10,243.91","$1,532.77","$11,776.68",442.25
+39-6000,"Baggage Porters, Bellhops, and Concierges",0.04,0.04,"$1,540.58",$288.02,"$1,828.60",68.92
+39-7000,Tour and Travel Guides,0.26,0.24,"$14,283.44","$2,571.35","$16,854.79",280.77
+39-9000,Other Personal Care and Service Workers,1.25,1.08,"$28,187.83","$5,075.74","$33,263.57","1,447.31"
+41-1000,Supervisors of Sales Workers,2.12,1.89,"$142,911.27","$28,431.34","$171,342.61","4,160.10"
+41-2000,Retail Sales Workers,12.04,10.57,"$388,017.20","$80,035.63","$468,052.84","16,583.73"
+41-3000,"Sales Representatives, Services",2.57,2.45,"$239,353.37","$40,634.51","$279,987.88","5,144.85"
+41-4000,"Sales Representatives, Wholesale and Manufacturing",3.19,3.07,"$335,550.13","$55,687.87","$391,238.01","6,753.71"
+41-9000,Other Sales and Related Workers,0.56,0.53,"$37,018.16","$6,267.21","$43,285.37",968.75
+43-1000,Supervisors of Office and Administrative Support Workers,1.99,1.88,"$173,517.96","$34,454.99","$207,972.95","3,900.33"
+43-2000,Communications Equipment Operators,0.03,0.03,"$1,421.98",$264.52,"$1,686.51",51.30
+43-3000,Financial Clerks,4.02,3.81,"$253,332.12","$48,200.16","$301,532.28","7,171.68"
+43-4000,Information and Record Clerks,5.64,5.28,"$285,766.04","$51,866.54","$337,632.58","9,475.09"
+43-5000,"Material Recording, Scheduling, Dispatching, and Distributing Workers",3.93,3.61,"$274,582.57","$78,606.12","$353,188.69","7,596.78"
+43-6000,Secretaries and Administrative Assistants,3.66,3.43,"$210,782.26","$39,640.80","$250,423.06","6,439.81"
+43-9000,Other Office and Administrative Support Workers,4.64,4.39,"$229,328.79","$44,630.55","$273,959.34","7,600.84"
+45-1000,"Supervisors of Farming, Fishing, and Forestry Workers",0.02,0.02,"$1,951.58",$446.10,"$2,397.67",53.86
+45-2000,Agricultural Workers,0.21,0.19,"$11,309.75","$2,141.50","$13,451.25",373.44
+45-3000,Fishing and Hunting Workers,0.00,0.00,$7.25,$1.93,$9.18,0.39
+45-4000,"Forest, Conservation, and Logging Workers",0.07,0.06,"$3,779.99","$1,170.47","$4,950.46",148.76
+47-1000,Supervisors of Construction and Extraction Workers,13.67,13.43,"$2,182,445.33","$500,807.33","$2,683,252.67","30,240.22"
+47-2000,Construction Trades Workers,30.41,29.84,"$3,138,377.37","$714,959.83","$3,853,337.19","63,417.71"
+47-3000,"Helpers, Construction Trades",0.09,0.09,"$4,001.13",$701.47,"$4,702.60",154.18
+47-4000,Other Construction and Related Workers,0.64,0.61,"$57,329.91","$13,323.25","$70,653.16","1,336.04"
+47-5000,Extraction Workers,49.12,48.35,"$5,055,262.90","$1,172,135.83","$6,227,398.72","115,666.69"
+49-1000,"Supervisors of Installation, Maintenance, and Repair Workers",5.29,5.15,"$852,132.34","$194,132.57","$1,046,264.91","11,950.22"
+49-2000,"Electrical and Electronic Equipment Mechanics, Installers, and Repairers",0.76,0.72,"$75,128.89","$16,374.93","$91,503.82","1,614.60"
+49-3000,"Vehicle and Mobile Equipment Mechanics, Installers, and Repairers",12.48,11.91,"$1,187,190.79","$257,156.83","$1,444,347.63","26,507.15"
+49-9000,"Other Installation, Maintenance, and Repair Occupations",16.95,16.49,"$1,664,199.54","$375,791.95","$2,039,991.49","35,504.76"
+51-1000,Supervisors of Production Workers,1.19,1.16,"$170,631.85","$39,644.59","$210,276.44","2,647.59"
+51-2000,Assemblers and Fabricators,0.80,0.76,"$43,746.06","$7,609.76","$51,355.83","1,525.10"
+51-3000,Food Processing Workers,0.41,0.35,"$16,088.90","$3,673.66","$19,762.56",690.50
+51-4000,Metal Workers and Plastic Workers,2.78,2.71,"$286,959.93","$64,649.51","$351,609.44","5,766.84"
+51-5100,Printing Workers,0.07,0.06,"$3,180.55",$537.94,"$3,718.50",125.48
+51-6000,"Textile, Apparel, and Furnishings Workers",0.32,0.28,"$12,709.76","$2,137.86","$14,847.63",529.91
+51-7000,Woodworkers,0.05,0.05,"$2,625.56",$453.30,"$3,078.86",97.27
+51-8000,Plant and System Operators,1.05,1.03,"$113,527.96","$30,364.04","$143,892.00","2,279.64"
+51-9000,Other Production Occupations,4.21,4.10,"$381,878.93","$86,553.74","$468,432.67","8,388.38"
+53-1000,Supervisors of Transportation and Material Moving Workers,1.84,1.76,"$226,898.85","$50,805.15","$277,703.99","3,953.32"
+53-2000,Air Transportation Workers,0.21,0.20,"$28,589.50","$6,530.93","$35,120.43",391.51
+53-3000,Motor Vehicle Operators,11.28,10.72,"$872,168.50","$196,964.07","$1,069,132.57","23,096.54"
+53-4000,Rail Transportation Workers,1.19,1.12,"$116,507.70","$34,454.92","$150,962.62","2,845.50"
+53-5000,Water Transportation Workers,0.41,0.38,"$40,371.80","$7,333.10","$47,704.90",954.25
+53-6000,Other Transportation Workers,0.55,0.49,"$23,573.96","$4,731.52","$28,305.48",868.50
+53-7000,Material Moving Workers,17.71,16.94,"$1,258,413.16","$276,435.45","$1,534,848.61","31,756.03"
 99-8000,Military - Known,0.00,0.00,$0.00,$0.00,$0.00,0.00
 99-9000,Military - Unknown,0.00,0.00,$0.00,$0.00,$0.00,0.00
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2036/tax_results.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2036/tax_results.csv
index 2f8eefe..95a2c2a 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2036/tax_results.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2036/tax_results.csv
@@ -1,5 +1,5 @@
 Impact,Sub County General,Sub County Special Districts,County,State,Federal,Total
-1 - Direct,"$135,375.18","$1,109,250.41","$777,320.33","$3,413,683.63","$2,720,265.01","$8,155,894.55"
-2 - Indirect,"$17,250.03","$141,690.14","$99,673.57","$463,814.37","$893,607.62","$1,616,035.72"
-3 - Induced,"$12,100.47","$99,345.67","$69,834.71","$321,631.61","$566,361.78","$1,069,274.23"
-,"$164,725.67","$1,350,286.22","$946,828.61","$4,199,129.61","$4,180,234.41","$10,841,204.51"
+1 - Direct,"$403,245.20","$3,304,150.15","$2,315,422.27","$10,168,419.32","$8,102,917.05","$24,294,153.99"
+2 - Indirect,"$51,383.05","$422,055.73","$296,899.99","$1,381,574.72","$2,661,809.94","$4,813,723.43"
+3 - Induced,"$36,043.94","$295,923.29","$208,018.28","$958,051.59","$1,687,035.08","$3,185,072.18"
+,"$490,672.20","$4,022,129.16","$2,820,340.54","$12,508,045.64","$12,451,762.06","$32,292,949.60"
diff --git a/Model_Outputs/IMPLAN/Wyoming/WY_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv b/Model_Outputs/IMPLAN/Wyoming/WY_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
index a3c1f95..2c35c7f 100644
--- a/Model_Outputs/IMPLAN/Wyoming/WY_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
+++ b/Model_Outputs/IMPLAN/Wyoming/WY_2036/top_15_industries_by_impact_output_as_percentage_of_total_industry_output.csv
@@ -1,16 +1,16 @@
 ,Display Code,Display Description,Industry Total Output,Impact Output
-1,21,Coal mining,"$2,911,704,202.57","$48,562,641.55"
-2,26,Stone mining and quarrying,"$31,976,061.34","$78,486.26"
-3,174,Explosives manufacturing,"$52,050,877.00","$125,770.47"
-4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$30,328.42"
-5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$844,392.92"
-6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$1,414,901.36"
-7,451,Management of companies and enterprises,"$529,170,690.74","$752,950.89"
-8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$874,294.86"
-9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$130,161.88"
-10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$5,397.57"
-11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$723,432.08"
-12,42,Electric power transmission and distribution,"$1,117,279,919.78","$748,294.37"
-13,424,Other financial investment activities,"$1,738,609,271.81","$1,119,141.84"
-14,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$3,065.99"
-15,509,Federal electric utilities,"$17,146,395.42","$10,645.55"
+1,21,Coal mining,"$2,911,704,202.57","$144,654,676.97"
+2,26,Stone mining and quarrying,"$31,976,061.34","$233,788.86"
+3,174,Explosives manufacturing,"$52,050,877.00","$374,635.43"
+4,204,Ground or treated mineral and earth manufacturing,"$13,583,883.49","$90,339.99"
+5,435,Commercial and industrial machinery and equipment rental and leasing,"$556,703,035.38","$2,515,212.95"
+6,378,"Wholesale - Machinery, equipment, and supplies","$969,448,612.66","$4,214,599.80"
+7,451,Management of companies and enterprises,"$529,170,690.74","$2,242,832.45"
+8,55,Maintenance and repair construction of nonresidential structures,"$670,732,009.41","$2,604,282.55"
+9,256,Oil and gas field machinery and equipment manufacturing,"$121,439,239.16","$387,716.22"
+10,384,Wholesale - Wholesale electronic markets and agents and brokers,"$5,406,505.71","$16,077.85"
+11,436,Lessors of nonfinancial intangible assets,"$987,245,137.45","$2,154,904.07"
+12,42,Electric power transmission and distribution,"$1,117,279,919.78","$2,228,961.97"
+13,424,Other financial investment activities,"$1,738,609,271.81","$3,333,613.98"
+14,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing","$4,820,603.36","$9,132.74"
+15,509,Federal electric utilities,"$17,146,395.42","$31,710.15"
diff --git a/Model_Outputs/REMI/Demographics- Labor Force by Region.csv b/Model_Outputs/REMI/Demographics- Labor Force by Region.csv
deleted file mode 100644
index 7fb4bb1..0000000
--- a/Model_Outputs/REMI/Demographics- Labor Force by Region.csv	
+++ /dev/null
@@ -1,30 +0,0 @@
-"Labor Force by Region"
-,,,,,,
-"Category","Race","Gender","Age","Comparison Type","Forecast","Comparison Forecast"
-"Labor Force","All Races","Total","Total (16-100)","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Region","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"All Regions","Thousands",0.000,0.000,0.000,0.969,1.556,2.764,3.436,3.918,4.216,3.606,3.180,2.004,1.333,0.896,0.628,0.477,0.400,0.367,0.352,0.338,0.318,0.303,0.294,0.286,0.274,0.261,0.248,0.231,0.217,0.200,0.185,0.170,0.157,0.145,0.134,0.126
-"Albany County","Thousands",0.000,0.000,0.000,0.003,0.006,0.010,0.013,0.015,0.015,0.012,0.009,0.003,-0.001,-0.005,-0.006,-0.006,-0.007,-0.006,-0.006,-0.005,-0.005,-0.004,-0.003,-0.003,-0.003,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,0.000,0.000
-"Big Horn County","Thousands",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.003,0.003,0.002,0.002,0.001,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Campbell County","Thousands",0.000,0.000,0.000,0.831,1.321,2.347,2.905,3.317,3.581,3.073,2.735,1.736,1.191,0.842,0.631,0.510,0.446,0.415,0.395,0.372,0.342,0.317,0.299,0.284,0.266,0.249,0.234,0.216,0.201,0.183,0.168,0.153,0.139,0.126,0.114,0.104
-"Carbon County","Thousands",0.000,0.000,0.000,0.001,0.002,0.003,0.004,0.004,0.004,0.002,0.001,-0.001,-0.002,-0.002,-0.003,-0.003,-0.003,-0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000
-"Converse County","Thousands",0.000,0.000,0.000,0.016,0.026,0.045,0.058,0.065,0.069,0.060,0.051,0.033,0.021,0.011,0.004,-0.000,-0.003,-0.004,-0.004,-0.003,-0.003,-0.002,-0.001,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Crook County","Thousands",0.000,0.000,0.000,0.040,0.068,0.124,0.159,0.182,0.194,0.163,0.140,0.089,0.055,0.033,0.020,0.012,0.009,0.007,0.007,0.008,0.009,0.010,0.011,0.012,0.013,0.013,0.013,0.013,0.012,0.012,0.012,0.011,0.011,0.011,0.010,0.010
-"Fremont County","Thousands",0.000,0.000,0.000,0.002,0.004,0.008,0.010,0.011,0.011,0.009,0.007,0.003,0.001,-0.001,-0.002,-0.003,-0.003,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Goshen County","Thousands",0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Hot Springs County","Thousands",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Johnson County","Thousands",0.000,0.000,0.000,0.020,0.033,0.056,0.072,0.083,0.088,0.076,0.064,0.040,0.022,0.010,0.001,-0.004,-0.006,-0.007,-0.007,-0.006,-0.005,-0.004,-0.003,-0.002,-0.002,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.001,0.001
-"Laramie County","Thousands",0.000,0.000,0.000,0.003,0.005,0.009,0.011,0.013,0.014,0.012,0.010,0.006,0.004,0.002,0.000,-0.000,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Lincoln County","Thousands",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000
-"Natrona County","Thousands",0.000,0.000,0.000,0.019,0.033,0.058,0.072,0.077,0.075,0.058,0.041,0.013,-0.009,-0.023,-0.032,-0.035,-0.034,-0.032,-0.028,-0.023,-0.019,-0.015,-0.012,-0.009,-0.007,-0.005,-0.004,-0.003,-0.003,-0.002,-0.002,-0.001,-0.000,0.000,0.001,0.002
-"Niobrara County","Thousands",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Park County","Thousands",0.000,0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.002,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Platte County","Thousands",0.000,0.000,0.000,0.001,0.002,0.003,0.004,0.004,0.004,0.003,0.002,0.001,0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000
-"Sheridan County","Thousands",0.000,0.000,0.000,0.005,0.008,0.015,0.020,0.023,0.025,0.021,0.018,0.011,0.006,0.003,0.000,-0.001,-0.001,-0.001,-0.001,-0.001,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002
-"Sublette County","Thousands",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sweetwater County","Thousands",0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,0.000,0.001,0.002,0.004,0.005,0.006,0.006,0.006,0.006,0.006,0.005,0.005,0.004,0.004,0.003,0.003,0.003,0.002,0.002,0.002,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Teton County","Thousands",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Uinta County","Thousands",0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,-0.000,-0.001,-0.002,-0.003,-0.004,-0.004,-0.004,-0.004,-0.004,-0.003,-0.003,-0.003,-0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001
-"Washakie County","Thousands",0.000,0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.003,0.003,0.002,0.002,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Weston County","Thousands",0.000,0.000,0.000,0.027,0.044,0.077,0.098,0.112,0.121,0.105,0.091,0.061,0.040,0.024,0.013,0.007,0.002,0.001,0.000,0.000,0.001,0.001,0.002,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Demographics- Population Components - Components of Population Change.csv b/Model_Outputs/REMI/Demographics- Population Components - Components of Population Change.csv
deleted file mode 100644
index 1d4c2d8..0000000
--- a/Model_Outputs/REMI/Demographics- Population Components - Components of Population Change.csv	
+++ /dev/null
@@ -1,17 +0,0 @@
-"Components of Population Change"
-,,,,
-"Region","Race","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","All Races","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Category","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Starting Population","Thousands",0.000,0.000,0.000,0.000,0.934,1.663,3.153,4.254,5.133,5.782,5.279,4.945,3.781,2.995,2.430,2.019,1.712,1.472,1.271,1.093,0.937,0.806,0.692,0.588,0.491,0.404,0.326,0.256,0.199,0.155,0.124,0.106,0.103,0.111,0.133,0.165
-"Natural Growth","Thousands",0.000,0.000,0.000,0.010,0.028,0.051,0.078,0.098,0.112,0.110,0.097,0.076,0.050,0.030,0.015,0.002,-0.008,-0.017,-0.025,-0.031,-0.035,-0.037,-0.037,-0.036,-0.033,-0.030,-0.026,-0.021,-0.017,-0.013,-0.010,-0.007,-0.004,-0.002,-0.001,-0.000
-"     Births","Thousands",0.000,0.000,0.000,0.011,0.030,0.055,0.084,0.105,0.121,0.119,0.106,0.084,0.057,0.037,0.021,0.008,-0.003,-0.011,-0.019,-0.024,-0.028,-0.030,-0.030,-0.028,-0.025,-0.021,-0.016,-0.011,-0.006,-0.002,0.002,0.006,0.009,0.011,0.013,0.014
-"     Deaths","Thousands",0.000,0.000,0.000,0.001,0.002,0.004,0.006,0.008,0.009,0.009,0.009,0.008,0.007,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.007,0.007,0.008,0.008,0.009,0.009,0.010,0.011,0.011,0.012,0.012,0.013,0.014,0.014,0.015
-"Population Before Migrants","Thousands",0.000,0.000,0.000,0.010,0.962,1.714,3.230,4.352,5.245,5.893,5.377,5.021,3.831,3.026,2.444,2.021,1.704,1.454,1.246,1.062,0.902,0.769,0.655,0.552,0.457,0.374,0.301,0.235,0.182,0.142,0.114,0.100,0.098,0.109,0.132,0.165
-"Total Migrants","Thousands",0.000,0.000,0.000,0.926,0.702,1.441,1.025,0.783,0.538,-0.612,-0.432,-1.242,-0.836,-0.597,-0.425,-0.309,-0.232,-0.183,-0.153,-0.125,-0.096,-0.077,-0.066,-0.061,-0.053,-0.048,-0.044,-0.035,-0.027,-0.018,-0.008,0.003,0.013,0.024,0.033,0.043
-"     Economic Migrants","Thousands",0.000,0.000,0.000,0.926,0.702,1.441,1.025,0.783,0.538,-0.612,-0.432,-1.243,-0.836,-0.597,-0.426,-0.309,-0.232,-0.183,-0.153,-0.125,-0.097,-0.077,-0.065,-0.060,-0.052,-0.047,-0.042,-0.035,-0.027,-0.017,-0.007,0.004,0.014,0.024,0.034,0.043
-"     International Migrants","Thousands",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"     Retired Migrants","Thousands",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,-0.000,0.000,0.001,-0.000,-0.000,-0.000,-0.001,-0.001,0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.002,-0.001,0.000,-0.001,-0.001,-0.001,-0.002,-0.001,-0.001,0.000
-"     Special Populations Migration","Thousands",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Ending Population","Thousands",0.000,0.000,0.000,0.934,1.663,3.153,4.254,5.133,5.782,5.279,4.945,3.781,2.995,2.430,2.019,1.712,1.472,1.271,1.093,0.937,0.806,0.692,0.588,0.491,0.404,0.326,0.256,0.199,0.155,0.124,0.106,0.103,0.111,0.133,0.165,0.208
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Demographics- Population by Region.csv b/Model_Outputs/REMI/Demographics- Population by Region.csv
deleted file mode 100644
index 0a4dde3..0000000
--- a/Model_Outputs/REMI/Demographics- Population by Region.csv	
+++ /dev/null
@@ -1,30 +0,0 @@
-"Population by Region"
-,,,,,,
-"Category","Race","Gender","Age","Comparison Type","Forecast","Comparison Forecast"
-"Population","All Races","Total","All Ages (0-100)","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Region","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"All Regions","Thousands",0.000,0.000,0.000,0.934,1.663,3.153,4.254,5.133,5.782,5.279,4.945,3.781,2.995,2.430,2.019,1.712,1.472,1.271,1.093,0.937,0.806,0.692,0.588,0.491,0.404,0.326,0.256,0.199,0.155,0.124,0.106,0.103,0.111,0.133,0.165,0.208
-"Albany County","Thousands",0.000,0.000,0.000,0.003,0.006,0.011,0.016,0.019,0.020,0.018,0.015,0.009,0.003,-0.001,-0.004,-0.006,-0.008,-0.008,-0.009,-0.008,-0.008,-0.007,-0.007,-0.006,-0.006,-0.005,-0.004,-0.004,-0.003,-0.003,-0.002,-0.001,-0.001,0.000,0.000,0.001
-"Big Horn County","Thousands",0.000,0.000,0.000,0.001,0.001,0.002,0.003,0.004,0.004,0.004,0.003,0.002,0.002,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Campbell County","Thousands",0.000,0.000,0.000,0.808,1.423,2.694,3.624,4.372,4.933,4.502,4.246,3.274,2.649,2.206,1.884,1.637,1.433,1.253,1.085,0.932,0.802,0.687,0.583,0.486,0.400,0.325,0.258,0.202,0.158,0.126,0.106,0.097,0.100,0.113,0.136,0.168
-"Carbon County","Thousands",0.000,0.000,0.000,0.001,0.002,0.004,0.005,0.005,0.005,0.004,0.002,0.000,-0.001,-0.003,-0.003,-0.004,-0.004,-0.004,-0.004,-0.003,-0.003,-0.003,-0.003,-0.002,-0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000
-"Converse County","Thousands",0.000,0.000,0.000,0.016,0.030,0.058,0.079,0.096,0.107,0.098,0.088,0.064,0.043,0.027,0.015,0.008,0.003,0.000,-0.001,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.003,-0.003,-0.003,-0.003,-0.003,-0.003,-0.002,-0.001,0.000,0.001,0.003
-"Crook County","Thousands",0.000,0.000,0.000,0.036,0.066,0.125,0.170,0.206,0.234,0.219,0.208,0.164,0.132,0.108,0.090,0.077,0.068,0.061,0.056,0.052,0.048,0.045,0.041,0.038,0.034,0.030,0.026,0.023,0.020,0.018,0.016,0.015,0.014,0.014,0.015,0.017
-"Fremont County","Thousands",0.000,0.000,0.000,0.002,0.005,0.008,0.011,0.013,0.015,0.013,0.011,0.008,0.004,0.002,0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,0.000
-"Goshen County","Thousands",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.002,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Hot Springs County","Thousands",0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Johnson County","Thousands",0.000,0.000,0.000,0.018,0.035,0.069,0.096,0.117,0.131,0.120,0.107,0.077,0.053,0.033,0.019,0.009,0.002,-0.002,-0.004,-0.006,-0.007,-0.007,-0.007,-0.008,-0.008,-0.008,-0.008,-0.008,-0.008,-0.008,-0.007,-0.006,-0.005,-0.003,-0.002,0.000
-"Laramie County","Thousands",0.000,0.000,0.000,0.003,0.005,0.010,0.014,0.017,0.019,0.018,0.016,0.013,0.009,0.006,0.004,0.002,0.001,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Lincoln County","Thousands",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000
-"Natrona County","Thousands",0.000,0.000,0.000,0.018,0.034,0.062,0.085,0.100,0.108,0.092,0.071,0.035,0.003,-0.021,-0.037,-0.046,-0.049,-0.048,-0.044,-0.040,-0.035,-0.030,-0.025,-0.022,-0.019,-0.016,-0.014,-0.012,-0.010,-0.008,-0.006,-0.004,-0.002,0.001,0.003,0.006
-"Niobrara County","Thousands",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Park County","Thousands",0.000,0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Platte County","Thousands",0.000,0.000,0.000,0.001,0.002,0.003,0.004,0.005,0.005,0.005,0.004,0.002,0.001,0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,0.000
-"Sheridan County","Thousands",0.000,0.000,0.000,0.001,0.002,0.003,0.005,0.008,0.010,0.012,0.013,0.013,0.012,0.011,0.010,0.009,0.009,0.008,0.007,0.007,0.006,0.006,0.006,0.006,0.006,0.006,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005
-"Sublette County","Thousands",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sweetwater County","Thousands",0.000,0.000,0.000,-0.000,-0.000,-0.001,-0.000,0.000,0.001,0.003,0.004,0.006,0.008,0.009,0.009,0.010,0.009,0.009,0.008,0.008,0.007,0.006,0.006,0.005,0.004,0.004,0.003,0.003,0.003,0.002,0.002,0.002,0.001,0.001,0.001,0.001
-"Teton County","Thousands",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Uinta County","Thousands",0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,-0.000,-0.002,-0.003,-0.005,-0.006,-0.007,-0.007,-0.007,-0.006,-0.006,-0.005,-0.005,-0.004,-0.004,-0.004,-0.003,-0.003,-0.003,-0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001
-"Washakie County","Thousands",0.000,0.000,0.000,0.001,0.001,0.002,0.003,0.004,0.005,0.004,0.004,0.003,0.003,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Weston County","Thousands",0.000,0.000,0.000,0.026,0.049,0.095,0.131,0.159,0.178,0.163,0.148,0.109,0.078,0.053,0.035,0.023,0.014,0.009,0.005,0.003,0.002,0.001,0.001,0.000,-0.001,-0.001,-0.002,-0.002,-0.002,-0.002,-0.001,-0.000,0.001,0.002,0.004,0.006
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Direct, Indirect, and Induced - Personal Income.csv b/Model_Outputs/REMI/Direct, Indirect, and Induced - Personal Income.csv
deleted file mode 100644
index 5927883..0000000
--- a/Model_Outputs/REMI/Direct, Indirect, and Induced - Personal Income.csv	
+++ /dev/null
@@ -1,10 +0,0 @@
-"Personal Income"
-,,,
-"Region","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Category","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Total Personal Income","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.257,0.280,0.552,0.565,0.594,0.602,0.351,0.341,0.082,0.068,0.054,0.048,0.047,0.048,0.049,0.050,0.051,0.052,0.052,0.052,0.051,0.050,0.050,0.049,0.049,0.049,0.050,0.052,0.054,0.057,0.060,0.064,0.068
-"Direct Personal Income","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.197,0.210,0.407,0.402,0.408,0.408,0.211,0.211,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019
-"Indirect Personal Income","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.014,0.015,0.030,0.030,0.031,0.031,0.017,0.017,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003
-"Induced Personal Income","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.046,0.056,0.116,0.134,0.156,0.164,0.122,0.113,0.060,0.047,0.032,0.026,0.025,0.026,0.027,0.028,0.028,0.029,0.030,0.030,0.029,0.028,0.027,0.026,0.026,0.027,0.028,0.030,0.032,0.034,0.038,0.041,0.046
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Direct, Indirect, and Induced - Value-Added.csv b/Model_Outputs/REMI/Direct, Indirect, and Induced - Value-Added.csv
deleted file mode 100644
index b84fa99..0000000
--- a/Model_Outputs/REMI/Direct, Indirect, and Induced - Value-Added.csv	
+++ /dev/null
@@ -1,10 +0,0 @@
-"Value-Added"
-,,,,
-"Region","Industry","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","All Industries","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Category","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Total Value-Added","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.425,0.453,0.871,0.864,0.889,0.869,0.460,0.430,0.031,0.018,0.019,0.030,0.044,0.059,0.072,0.083,0.091,0.098,0.102,0.105,0.105,0.105,0.105,0.104,0.103,0.102,0.102,0.102,0.103,0.104,0.105,0.107,0.108
-"Direct Value-Added","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.273,0.285,0.554,0.549,0.575,0.575,0.330,0.328,0.083,0.083,0.083,0.083,0.083,0.083,0.083,0.083,0.082,0.082,0.082,0.082,0.082,0.082,0.082,0.081,0.081,0.081,0.081,0.081,0.080,0.080,0.080,0.080,0.079
-"Indirect Value-Added","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.029,0.031,0.060,0.060,0.063,0.063,0.037,0.037,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010,0.010
-"Induced Value-Added","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.123,0.137,0.257,0.256,0.250,0.230,0.094,0.064,-0.063,-0.075,-0.074,-0.064,-0.049,-0.034,-0.021,-0.010,-0.001,0.005,0.010,0.012,0.013,0.013,0.013,0.012,0.011,0.011,0.011,0.011,0.012,0.014,0.015,0.016,0.018
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Direct, Indirect, and Induced -Employment.csv b/Model_Outputs/REMI/Direct, Indirect, and Induced -Employment.csv
deleted file mode 100644
index 21240e2..0000000
--- a/Model_Outputs/REMI/Direct, Indirect, and Induced -Employment.csv	
+++ /dev/null
@@ -1,12 +0,0 @@
-"Employment"
-,,,
-"Region","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Category","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Total Employment","Thousands (Jobs)",0.000,0.000,0.000,3.274,3.599,6.779,6.762,6.784,6.611,3.470,3.158,0.146,-0.040,-0.100,-0.069,0.002,0.085,0.161,0.224,0.271,0.306,0.327,0.336,0.334,0.328,0.317,0.306,0.296,0.290,0.287,0.287,0.290,0.295,0.300,0.306,0.314
-"Direct Employment","Thousands (Jobs)",0.000,0.000,0.000,1.921,2.040,3.858,3.759,3.746,3.696,1.897,1.871,0.147,0.146,0.145,0.144,0.144,0.143,0.142,0.141,0.140,0.139,0.138,0.137,0.136,0.135,0.134,0.133,0.132,0.131,0.130,0.129,0.128,0.127,0.127,0.126,0.125
-"Indirect Employment","Thousands (Jobs)",0.000,0.000,0.000,0.119,0.129,0.252,0.250,0.273,0.272,0.169,0.169,0.070,0.069,0.069,0.068,0.067,0.067,0.066,0.066,0.065,0.064,0.064,0.063,0.063,0.062,0.061,0.061,0.060,0.059,0.059,0.058,0.058,0.057,0.056,0.056,0.055
-"Induced Employment","Thousands (Jobs)",0.000,0.000,0.000,1.234,1.430,2.669,2.753,2.765,2.643,1.404,1.118,-0.071,-0.255,-0.314,-0.282,-0.209,-0.124,-0.047,0.017,0.066,0.102,0.125,0.136,0.136,0.131,0.122,0.112,0.104,0.099,0.098,0.100,0.104,0.110,0.117,0.125,0.134
-"Type I Employment Multiplier","Proportion",0.000,0.000,0.000,1.062,1.063,1.065,1.067,1.073,1.073,1.089,1.091,1.473,1.472,1.471,1.470,1.469,1.468,1.467,1.466,1.464,1.463,1.462,1.461,1.459,1.458,1.457,1.456,1.454,1.453,1.452,1.450,1.449,1.447,1.446,1.444,1.443
-"Type II Employment Multiplier","Proportion",0.000,0.000,0.000,1.704,1.764,1.757,1.799,1.811,1.789,1.829,1.688,0.989,-0.273,-0.686,-0.480,0.017,0.596,1.139,1.587,1.935,2.199,2.367,2.450,2.455,2.424,2.363,2.295,2.241,2.209,2.204,2.220,2.262,2.311,2.374,2.440,2.521
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Direct, Indirect, and Induced -Output.csv b/Model_Outputs/REMI/Direct, Indirect, and Induced -Output.csv
deleted file mode 100644
index 72ea99b..0000000
--- a/Model_Outputs/REMI/Direct, Indirect, and Induced -Output.csv	
+++ /dev/null
@@ -1,12 +0,0 @@
-"Output"
-,,,
-"Region","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Category","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Total Output","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.740,0.787,1.513,1.498,1.537,1.502,0.786,0.736,0.036,0.016,0.019,0.038,0.064,0.091,0.115,0.135,0.151,0.163,0.171,0.176,0.178,0.179,0.178,0.177,0.177,0.177,0.177,0.178,0.180,0.183,0.185,0.188,0.191
-"Direct Output","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.490,0.512,0.994,0.985,1.030,1.030,0.585,0.585,0.139,0.139,0.139,0.139,0.139,0.139,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.141,0.141,0.141,0.141,0.141,0.141,0.141,0.141,0.142,0.142
-"Indirect Output","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.047,0.050,0.097,0.097,0.103,0.104,0.061,0.062,0.018,0.018,0.018,0.018,0.018,0.018,0.018,0.018,0.018,0.018,0.018,0.018,0.018,0.018,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019,0.019
-"Induced Output","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.203,0.224,0.421,0.416,0.404,0.368,0.140,0.089,-0.121,-0.141,-0.138,-0.119,-0.093,-0.066,-0.042,-0.023,-0.007,0.004,0.013,0.018,0.020,0.020,0.019,0.018,0.017,0.017,0.017,0.019,0.020,0.022,0.025,0.027,0.030
-"Type I Output Multiplier","Proportion",0.000,0.000,0.000,1.095,1.097,1.097,1.098,1.100,1.101,1.106,1.107,1.142,1.143,1.143,1.143,1.143,1.143,1.144,1.144,1.144,1.144,1.145,1.145,1.146,1.146,1.147,1.147,1.148,1.148,1.149,1.150,1.150,1.151,1.152,1.152,1.153
-"Type II Output Multiplier","Proportion",0.000,0.000,0.000,1.538,1.564,1.550,1.549,1.521,1.486,1.371,1.283,0.203,0.055,0.080,0.233,0.436,0.644,0.830,0.982,1.101,1.193,1.256,1.293,1.308,1.312,1.306,1.297,1.290,1.288,1.291,1.300,1.315,1.331,1.351,1.371,1.395
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Economic Summary.csv b/Model_Outputs/REMI/Economic Summary.csv
deleted file mode 100644
index 94e0cad..0000000
--- a/Model_Outputs/REMI/Economic Summary.csv	
+++ /dev/null
@@ -1,19 +0,0 @@
-"Economic Summary"
-,,,
-"Region","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Category","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Total Employment","Thousands (Jobs)",0.000,0.000,0.000,3.274,3.599,6.779,6.762,6.784,6.611,3.470,3.158,0.146,-0.040,-0.100,-0.069,0.002,0.085,0.161,0.224,0.271,0.306,0.327,0.336,0.334,0.328,0.317,0.306,0.296,0.290,0.287,0.287,0.290,0.295,0.300,0.306,0.314
-"Private Non-Farm Employment","Thousands (Jobs)",0.000,0.000,0.000,3.138,3.389,6.398,6.301,6.275,6.085,3.068,2.822,-0.036,-0.147,-0.170,-0.123,-0.044,0.041,0.118,0.182,0.230,0.266,0.288,0.299,0.300,0.296,0.288,0.279,0.271,0.266,0.264,0.265,0.267,0.271,0.275,0.280,0.286
-"Residence Adjusted Employment","Thousands",0.000,0.000,0.000,3.185,3.491,6.590,6.573,6.608,6.456,3.416,3.136,0.211,0.042,-0.020,0.002,0.064,0.136,0.203,0.256,0.297,0.326,0.343,0.349,0.345,0.336,0.324,0.312,0.301,0.294,0.290,0.289,0.291,0.294,0.299,0.304,0.310
-"Population","Thousands",0.000,0.000,0.000,0.934,1.663,3.153,4.254,5.133,5.782,5.279,4.945,3.781,2.995,2.430,2.019,1.712,1.472,1.271,1.093,0.937,0.806,0.692,0.588,0.491,0.404,0.326,0.256,0.199,0.155,0.124,0.106,0.103,0.111,0.133,0.165,0.208
-"Labor Force","Thousands",0.000,0.000,0.000,0.969,1.556,2.764,3.436,3.918,4.216,3.606,3.180,2.004,1.333,0.896,0.628,0.477,0.400,0.367,0.352,0.338,0.318,0.303,0.294,0.286,0.274,0.261,0.248,0.231,0.217,0.200,0.185,0.170,0.157,0.145,0.134,0.126
-"Gross Domestic Product","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.425,0.453,0.871,0.864,0.889,0.869,0.460,0.430,0.031,0.018,0.019,0.030,0.044,0.059,0.072,0.083,0.091,0.098,0.102,0.105,0.105,0.105,0.105,0.104,0.103,0.102,0.102,0.102,0.103,0.104,0.105,0.107,0.108
-"Output","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.740,0.787,1.513,1.498,1.537,1.502,0.786,0.736,0.036,0.016,0.019,0.038,0.064,0.091,0.115,0.135,0.151,0.163,0.171,0.176,0.178,0.179,0.178,0.177,0.177,0.177,0.177,0.178,0.180,0.183,0.185,0.188,0.191
-"Value-Added","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.425,0.453,0.871,0.864,0.889,0.869,0.460,0.430,0.031,0.018,0.019,0.030,0.044,0.059,0.072,0.083,0.091,0.098,0.102,0.105,0.105,0.105,0.105,0.104,0.103,0.102,0.102,0.102,0.103,0.104,0.105,0.107,0.108
-"Personal Income","Billions of Current Dollars",0.000,0.000,0.000,0.279,0.332,0.651,0.702,0.752,0.779,0.485,0.460,0.135,0.096,0.074,0.065,0.064,0.066,0.069,0.073,0.076,0.080,0.083,0.085,0.085,0.086,0.087,0.087,0.089,0.092,0.096,0.101,0.107,0.115,0.123,0.133,0.145
-"Disposable Personal Income","Billions of Current Dollars",0.000,0.000,0.000,0.242,0.288,0.566,0.612,0.657,0.682,0.427,0.406,0.125,0.090,0.071,0.063,0.062,0.063,0.065,0.068,0.070,0.073,0.075,0.077,0.077,0.077,0.078,0.078,0.079,0.082,0.085,0.090,0.096,0.102,0.110,0.119,0.130
-"Real Disposable Personal Income","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.205,0.223,0.440,0.451,0.475,0.483,0.283,0.276,0.070,0.060,0.048,0.043,0.042,0.042,0.042,0.043,0.043,0.043,0.044,0.043,0.042,0.042,0.041,0.040,0.040,0.040,0.041,0.043,0.044,0.047,0.049,0.052,0.056
-"Real Disposable Personal Income per Capita","Thousands of Fixed (2025) Dollars",0.000,0.000,0.000,0.231,0.167,0.340,0.206,0.118,0.029,-0.257,-0.235,-0.433,-0.344,-0.287,-0.239,-0.198,-0.164,-0.134,-0.108,-0.084,-0.063,-0.045,-0.030,-0.015,-0.002,0.010,0.020,0.030,0.039,0.046,0.051,0.055,0.056,0.056,0.054,0.051
-"PCE-Price Index","2017=100 (Nation)",0.000,0.000,0.000,0.011,0.065,0.086,0.140,0.149,0.156,0.146,0.098,0.078,0.021,0.010,0.005,0.002,0.002,0.003,0.004,0.005,0.007,0.008,0.009,0.010,0.010,0.011,0.011,0.011,0.011,0.012,0.012,0.013,0.013,0.014,0.015,0.016
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Employment- By Industry - Employment by Industry.csv b/Model_Outputs/REMI/Employment- By Industry - Employment by Industry.csv
deleted file mode 100644
index a4278c2..0000000
--- a/Model_Outputs/REMI/Employment- By Industry - Employment by Industry.csv	
+++ /dev/null
@@ -1,77 +0,0 @@
-"Employment by Industry"
-,,,,
-"Region","Category","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","Employment","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Industry","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"All Industries","Thousands (Jobs)",0.000,0.000,0.000,3.274,3.599,6.779,6.762,6.784,6.611,3.470,3.158,0.146,-0.040,-0.100,-0.069,0.002,0.085,0.161,0.224,0.271,0.306,0.327,0.336,0.334,0.328,0.317,0.306,0.296,0.290,0.287,0.287,0.290,0.295,0.300,0.306,0.314
-"Forestry and Logging; Fishing, hunting and trapping","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.001,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Support activities for agriculture and forestry","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Oil and gas extraction","Thousands (Jobs)",0.000,0.000,0.000,0.000,-0.001,-0.001,-0.003,-0.004,-0.005,-0.006,-0.006,-0.005,-0.004,-0.003,-0.002,-0.001,-0.001,-0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Mining (except oil and gas)","Thousands (Jobs)",0.000,0.000,0.000,0.001,-0.003,-0.006,-0.014,0.015,0.011,0.041,0.041,0.074,0.077,0.080,0.083,0.085,0.087,0.088,0.089,0.089,0.089,0.089,0.089,0.088,0.087,0.087,0.086,0.085,0.084,0.083,0.082,0.081,0.080,0.079,0.078,0.077
-"Support activities for mining","Thousands (Jobs)",0.000,0.000,0.000,0.006,0.004,0.008,0.005,0.004,0.001,-0.005,-0.004,-0.008,-0.006,-0.004,-0.002,-0.001,-0.000,0.001,0.001,0.002,0.003,0.003,0.003,0.003,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004
-"Utilities","Thousands (Jobs)",0.000,0.000,0.000,0.006,0.006,0.011,0.010,0.010,0.010,0.005,0.004,0.000,0.000,0.000,0.001,0.001,0.001,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Construction","Thousands (Jobs)",0.000,0.000,0.000,1.119,1.319,2.350,2.302,2.267,2.172,1.044,0.885,-0.193,-0.283,-0.301,-0.276,-0.229,-0.176,-0.126,-0.084,-0.051,-0.025,-0.007,0.005,0.012,0.016,0.018,0.019,0.019,0.019,0.020,0.021,0.022,0.023,0.025,0.026,0.028
-"Wood product manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.004,0.005,0.008,0.008,0.008,0.007,0.003,0.002,-0.002,-0.003,-0.003,-0.002,-0.002,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Nonmetallic mineral product manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Primary metal manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Fabricated metal product manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.009,0.009,0.017,0.016,0.015,0.014,0.005,0.004,-0.004,-0.004,-0.004,-0.003,-0.003,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000
-"Machinery manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.428,0.424,0.841,0.833,0.826,0.818,0.404,0.400,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Computer and electronic product manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Electrical equipment, appliance, and component manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000
-"Motor vehicles, bodies and trailers, and parts manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Other transportation equipment manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Furniture and related product manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Miscellaneous manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Food manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.002,0.003,0.003,0.003,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Beverage and tobacco manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Textile mills and textile product mills","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Apparel, leather and allied product manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Paper manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Printing and related support activities","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Petroleum and coal products manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Chemical manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000
-"Plastics and rubber products manufacturing","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Wholesale trade","Thousands (Jobs)",0.000,0.000,0.000,0.727,0.716,1.400,1.367,1.338,1.305,0.631,0.614,-0.013,-0.013,-0.012,-0.010,-0.007,-0.005,-0.003,-0.001,0.000,0.001,0.002,0.002,0.002,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.004
-"Retail trade","Thousands (Jobs)",0.000,0.000,0.000,0.147,0.167,0.319,0.327,0.335,0.330,0.189,0.171,0.034,0.021,0.014,0.013,0.014,0.017,0.019,0.021,0.022,0.023,0.023,0.023,0.022,0.021,0.020,0.019,0.018,0.017,0.017,0.018,0.018,0.019,0.019,0.020,0.021
-"Air transportation","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Rail transportation","Thousands (Jobs)",0.000,0.000,0.000,0.000,-0.000,-0.001,-0.001,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Water transportation","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Truck transportation","Thousands (Jobs)",0.000,0.000,0.000,0.009,0.009,0.017,0.016,0.015,0.013,0.004,0.003,-0.006,-0.006,-0.005,-0.004,-0.003,-0.002,-0.002,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Couriers and messengers","Thousands (Jobs)",0.000,0.000,0.000,0.008,0.008,0.016,0.016,0.015,0.014,0.006,0.005,-0.003,-0.003,-0.002,-0.002,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Transit and ground passenger transportation","Thousands (Jobs)",0.000,0.000,0.000,0.004,0.004,0.008,0.008,0.008,0.007,0.003,0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Pipeline transportation","Thousands (Jobs)",0.000,0.000,0.000,0.000,-0.000,-0.001,-0.001,-0.002,-0.003,-0.003,-0.003,-0.003,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Scenic and sightseeing transportation and support activities for transportation","Thousands (Jobs)",0.000,0.000,0.000,0.002,0.002,0.004,0.003,0.003,0.002,0.000,0.000,-0.002,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Warehousing and storage","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.003,0.003,0.003,0.003,0.001,0.001,0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Publishing industries, except Internet","Thousands (Jobs)",0.000,0.000,0.000,0.000,-0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000
-"Motion picture and sound recording industries","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Data processing, hosting, and related services; Other information services","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.014,0.041,0.054,0.054,0.054,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053,0.053
-"Radio and television broadcasting, media streaming distribution services, social networks, and other media networks and content providers","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Telecommunications","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.001,-0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Monetary authorities - central bank, credit intermediation, and related activities","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.000,0.000,-0.002,-0.003,-0.004,-0.006,-0.006,-0.006,-0.005,-0.004,-0.003,-0.003,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000
-"Securities, commodity contracts, investments, and funds and trusts","Thousands (Jobs)",0.000,0.000,0.000,0.022,0.023,0.043,0.041,0.039,0.036,0.016,0.013,-0.003,-0.003,-0.002,-0.001,0.000,0.002,0.003,0.004,0.004,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.004,0.004,0.004,0.005,0.005,0.005,0.005,0.005
-"Insurance carriers and related activities","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.002,0.001,0.001,0.001,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Real estate","Thousands (Jobs)",0.000,0.000,0.000,0.160,0.177,0.342,0.351,0.362,0.357,0.203,0.185,0.031,0.017,0.007,0.006,0.010,0.015,0.019,0.023,0.025,0.027,0.027,0.026,0.024,0.021,0.018,0.016,0.013,0.012,0.011,0.011,0.012,0.013,0.014,0.016,0.017
-"Rental and leasing services; Lessors of nonfinancial intangible assets","Thousands (Jobs)",0.000,0.000,0.000,0.008,0.009,0.017,0.016,0.016,0.014,0.006,0.006,-0.002,-0.001,-0.001,-0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003
-"Professional, scientific, and technical services","Thousands (Jobs)",0.000,0.000,0.000,0.041,0.045,0.085,0.085,0.085,0.081,0.040,0.035,-0.003,-0.005,-0.005,-0.003,-0.000,0.002,0.005,0.007,0.009,0.010,0.011,0.011,0.012,0.012,0.012,0.012,0.012,0.012,0.012,0.012,0.012,0.012,0.012,0.012,0.012
-"Management of companies and enterprises","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Administrative and support services","Thousands (Jobs)",0.000,0.000,0.000,0.067,0.069,0.133,0.128,0.127,0.121,0.055,0.051,-0.009,-0.009,-0.007,-0.005,-0.002,0.001,0.003,0.005,0.006,0.007,0.008,0.008,0.008,0.008,0.008,0.008,0.008,0.007,0.007,0.007,0.007,0.008,0.008,0.008,0.008
-"Waste management and remediation services","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.002,0.003,0.003,0.003,0.002,0.001,0.001,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.001
-"Educational services; private","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.003,0.003,0.002,0.002,0.001,0.000,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Ambulatory health care services","Thousands (Jobs)",0.000,0.000,0.000,0.077,0.074,0.147,0.134,0.130,0.123,0.047,0.049,-0.017,-0.009,-0.004,0.000,0.004,0.008,0.011,0.013,0.015,0.017,0.018,0.018,0.018,0.018,0.017,0.017,0.016,0.016,0.016,0.017,0.017,0.017,0.017,0.017,0.018
-"Hospitals","Thousands (Jobs)",0.000,0.000,0.000,0.002,0.002,0.004,0.004,0.004,0.004,0.003,0.002,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Nursing and residential care facilities","Thousands (Jobs)",0.000,0.000,0.000,0.003,0.003,0.006,0.005,0.005,0.005,0.002,0.001,-0.001,-0.001,-0.001,-0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Social assistance","Thousands (Jobs)",0.000,0.000,0.000,0.016,0.018,0.034,0.034,0.034,0.034,0.018,0.017,0.003,0.002,0.002,0.002,0.003,0.003,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.003,0.003,0.003,0.003,0.002,0.002,0.002,0.002,0.002,0.002,0.003,0.003
-"Performing arts, spectator sports, and related industries","Thousands (Jobs)",0.000,0.000,0.000,0.010,0.009,0.018,0.017,0.015,0.014,0.004,0.004,-0.005,-0.004,-0.003,-0.002,-0.001,-0.001,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Museums, historical sites, and similar institutions","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Amusement, gambling, and recreation industries","Thousands (Jobs)",0.000,0.000,0.000,0.019,0.020,0.038,0.037,0.037,0.036,0.018,0.017,0.001,0.001,0.001,0.001,0.002,0.002,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.002,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.002,0.002,0.002
-"Accommodation","Thousands (Jobs)",0.000,0.000,0.000,0.023,0.024,0.047,0.047,0.048,0.047,0.026,0.026,0.006,0.006,0.006,0.006,0.006,0.007,0.007,0.007,0.007,0.007,0.007,0.007,0.006,0.006,0.005,0.005,0.005,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.003
-"Food services and drinking places","Thousands (Jobs)",0.000,0.000,0.000,0.108,0.121,0.236,0.251,0.267,0.275,0.181,0.174,0.074,0.062,0.052,0.045,0.041,0.037,0.034,0.031,0.029,0.027,0.024,0.022,0.019,0.017,0.014,0.012,0.010,0.009,0.008,0.008,0.008,0.009,0.009,0.010,0.012
-"Repair and maintenance","Thousands (Jobs)",0.000,0.000,0.000,0.033,0.034,0.065,0.063,0.061,0.058,0.026,0.024,-0.006,-0.006,-0.005,-0.004,-0.002,-0.001,0.000,0.001,0.002,0.002,0.002,0.003,0.003,0.003,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002
-"Personal and laundry services","Thousands (Jobs)",0.000,0.000,0.000,0.041,0.041,0.082,0.079,0.080,0.078,0.037,0.037,-0.002,-0.000,0.000,0.001,0.002,0.003,0.004,0.004,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.004,0.004,0.004,0.004,0.005,0.005,0.005,0.005,0.006
-"Religious, grantmaking, civic, professional, and similar organizations","Thousands (Jobs)",0.000,0.000,0.000,0.020,0.021,0.041,0.040,0.040,0.038,0.019,0.018,0.001,0.001,0.001,0.001,0.002,0.002,0.003,0.003,0.003,0.003,0.004,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.002,0.003,0.003,0.003,0.003,0.003,0.003
-"Private households","Thousands (Jobs)",0.000,0.000,0.000,0.002,0.002,0.004,0.003,0.003,0.003,0.001,0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"State and Local Government","Thousands (Jobs)",0.000,0.000,0.000,0.136,0.210,0.380,0.462,0.509,0.525,0.402,0.336,0.182,0.107,0.070,0.053,0.046,0.044,0.043,0.042,0.041,0.040,0.038,0.037,0.034,0.032,0.029,0.027,0.025,0.024,0.023,0.023,0.023,0.024,0.025,0.027,0.029
-"Federal Civilian","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Federal Military","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Farm","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Employment- By Region - Employment by Region.csv b/Model_Outputs/REMI/Employment- By Region - Employment by Region.csv
deleted file mode 100644
index ce8d595..0000000
--- a/Model_Outputs/REMI/Employment- By Region - Employment by Region.csv	
+++ /dev/null
@@ -1,30 +0,0 @@
-"Employment by Region"
-,,,,
-"Category","Industry","Comparison Type","Forecast","Comparison Forecast"
-"Employment","All Industries","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Region","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"All Regions","Thousands (Jobs)",0.000,0.000,0.000,3.274,3.599,6.779,6.762,6.784,6.611,3.470,3.158,0.146,-0.040,-0.100,-0.069,0.002,0.085,0.161,0.224,0.271,0.306,0.327,0.336,0.334,0.328,0.317,0.306,0.296,0.290,0.287,0.287,0.290,0.295,0.300,0.306,0.314
-"Albany County","Thousands (Jobs)",0.000,0.000,0.000,0.008,0.011,0.020,0.022,0.023,0.022,0.013,0.009,-0.000,-0.004,-0.005,-0.006,-0.005,-0.004,-0.003,-0.002,-0.002,-0.001,-0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.002
-"Big Horn County","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.003,0.003,0.003,0.003,0.002,0.001,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Campbell County","Thousands (Jobs)",0.000,0.000,0.000,3.043,3.304,6.239,6.183,6.200,6.060,3.167,2.950,0.182,0.066,0.030,0.054,0.104,0.159,0.208,0.246,0.275,0.296,0.308,0.312,0.309,0.303,0.295,0.286,0.278,0.272,0.269,0.268,0.269,0.272,0.275,0.278,0.283
-"Carbon County","Thousands (Jobs)",0.000,0.000,0.000,0.002,0.002,0.003,0.003,0.003,0.002,0.000,-0.001,-0.002,-0.003,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Converse County","Thousands (Jobs)",0.000,0.000,0.000,0.013,0.018,0.033,0.037,0.038,0.037,0.023,0.017,0.002,-0.004,-0.006,-0.007,-0.006,-0.005,-0.003,-0.002,-0.001,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.002,0.002
-"Crook County","Thousands (Jobs)",0.000,0.000,0.000,0.049,0.065,0.117,0.128,0.130,0.124,0.072,0.051,-0.001,-0.017,-0.022,-0.022,-0.017,-0.012,-0.007,-0.002,0.001,0.003,0.005,0.006,0.006,0.006,0.005,0.004,0.004,0.003,0.003,0.003,0.003,0.003,0.004,0.004,0.005
-"Fremont County","Thousands (Jobs)",0.000,0.000,0.000,0.005,0.007,0.012,0.013,0.012,0.011,0.006,0.003,-0.002,-0.003,-0.004,-0.004,-0.003,-0.002,-0.001,-0.001,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001
-"Goshen County","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Hot Springs County","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Johnson County","Thousands (Jobs)",0.000,0.000,0.000,0.028,0.039,0.071,0.080,0.082,0.078,0.046,0.032,-0.001,-0.013,-0.018,-0.018,-0.016,-0.013,-0.009,-0.006,-0.003,-0.001,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.002,0.002,0.003,0.003
-"Laramie County","Thousands (Jobs)",0.000,0.000,0.000,0.012,0.014,0.026,0.027,0.027,0.026,0.014,0.010,-0.002,-0.004,-0.005,-0.005,-0.004,-0.002,-0.001,-0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002
-"Lincoln County","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Natrona County","Thousands (Jobs)",0.000,0.000,0.000,0.046,0.057,0.103,0.107,0.104,0.095,0.043,0.024,-0.026,-0.037,-0.039,-0.035,-0.028,-0.020,-0.013,-0.006,-0.001,0.002,0.004,0.006,0.006,0.006,0.005,0.005,0.004,0.004,0.004,0.005,0.005,0.006,0.007,0.007,0.008
-"Niobrara County","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Park County","Thousands (Jobs)",0.000,0.000,0.000,0.002,0.002,0.005,0.005,0.005,0.004,0.002,0.002,0.000,0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Platte County","Thousands (Jobs)",0.000,0.000,0.000,0.002,0.002,0.004,0.004,0.004,0.004,0.002,0.001,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sheridan County","Thousands (Jobs)",0.000,0.000,0.000,0.027,0.032,0.060,0.061,0.061,0.057,0.028,0.021,-0.005,-0.010,-0.011,-0.009,-0.007,-0.004,-0.001,0.001,0.003,0.004,0.005,0.005,0.005,0.005,0.005,0.005,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.005,0.005
-"Sublette County","Thousands (Jobs)",0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sweetwater County","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.000,0.001,0.001,0.002,0.003,0.003,0.004,0.004,0.004,0.004,0.003,0.003,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Teton County","Thousands (Jobs)",0.000,0.000,0.000,0.002,0.002,0.003,0.003,0.003,0.003,0.001,0.001,-0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Uinta County","Thousands (Jobs)",0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,-0.000,-0.001,-0.002,-0.003,-0.003,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000
-"Washakie County","Thousands (Jobs)",0.000,0.000,0.000,0.002,0.002,0.004,0.004,0.004,0.004,0.003,0.002,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Weston County","Thousands (Jobs)",0.000,0.000,0.000,0.027,0.037,0.067,0.074,0.076,0.072,0.042,0.029,-0.002,-0.012,-0.016,-0.016,-0.014,-0.011,-0.008,-0.005,-0.003,-0.001,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.002,0.002,0.002,0.002,0.003
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Gross Domestic Product - By Component - GDP Components.csv b/Model_Outputs/REMI/Gross Domestic Product - By Component - GDP Components.csv
deleted file mode 100644
index 84f202d..0000000
--- a/Model_Outputs/REMI/Gross Domestic Product - By Component - GDP Components.csv	
+++ /dev/null
@@ -1,25 +0,0 @@
-"GDP Components"
-,,,
-"Region","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Category","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Gross Domestic Product (GDP)","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.425,0.453,0.871,0.864,0.889,0.869,0.460,0.430,0.031,0.018,0.019,0.030,0.044,0.059,0.072,0.083,0.091,0.098,0.102,0.105,0.105,0.105,0.105,0.104,0.103,0.102,0.102,0.102,0.103,0.104,0.105,0.107,0.108
-"Consumption","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.177,0.195,0.383,0.394,0.414,0.422,0.254,0.249,0.078,0.069,0.060,0.056,0.054,0.053,0.053,0.052,0.052,0.051,0.050,0.047,0.044,0.041,0.037,0.034,0.031,0.030,0.030,0.030,0.032,0.034,0.036,0.039,0.042
-"     Durables","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.025,0.027,0.053,0.054,0.056,0.056,0.030,0.029,0.004,0.003,0.002,0.002,0.002,0.002,0.002,0.002,0.003,0.003,0.003,0.003,0.003,0.004,0.004,0.004,0.004,0.004,0.005,0.005,0.005,0.006,0.006,0.007,0.008
-"     Non-Durables","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.031,0.036,0.070,0.075,0.080,0.083,0.055,0.054,0.023,0.019,0.016,0.015,0.014,0.013,0.012,0.012,0.011,0.011,0.010,0.009,0.008,0.007,0.007,0.006,0.005,0.005,0.004,0.004,0.005,0.005,0.006,0.006,0.007
-"     Services","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.121,0.132,0.259,0.266,0.278,0.283,0.169,0.166,0.051,0.046,0.041,0.039,0.038,0.038,0.038,0.038,0.038,0.038,0.037,0.035,0.032,0.030,0.027,0.024,0.022,0.021,0.021,0.021,0.022,0.023,0.024,0.026,0.028
-"Investment","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.086,0.116,0.209,0.231,0.238,0.226,0.136,0.092,-0.001,-0.034,-0.045,-0.042,-0.031,-0.017,-0.004,0.009,0.019,0.027,0.034,0.039,0.042,0.045,0.047,0.048,0.049,0.051,0.052,0.053,0.055,0.057,0.059,0.060,0.062
-"     Residential","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.051,0.075,0.129,0.143,0.138,0.121,0.056,0.016,-0.048,-0.076,-0.083,-0.078,-0.066,-0.052,-0.040,-0.029,-0.020,-0.013,-0.008,-0.005,-0.003,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.003,0.003
-"     Nonresidential Structures","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.022,0.017,0.035,0.029,0.029,0.027,0.009,0.011,-0.003,0.002,0.003,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005
-"     Nonresidential Equipment","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.011,0.019,0.035,0.045,0.052,0.056,0.050,0.044,0.032,0.024,0.019,0.017,0.016,0.016,0.016,0.017,0.018,0.019,0.019,0.020,0.021,0.022,0.022,0.023,0.023,0.024,0.024,0.025,0.026,0.026,0.027,0.028,0.028
-"     Nonresidential Intellectual Property Products","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.003,0.006,0.011,0.015,0.019,0.021,0.021,0.021,0.019,0.016,0.015,0.015,0.015,0.015,0.016,0.016,0.017,0.017,0.018,0.018,0.019,0.020,0.020,0.021,0.021,0.022,0.022,0.023,0.024,0.024,0.025,0.025,0.026
-"Change in Private Inventories","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.003,0.003,0.005,0.005,0.005,0.005,0.003,0.003,0.001,0.001,0.002,0.002,0.002,0.003,0.003,0.003,0.003,0.003,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.004
-"Net Trade","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,-0.288,-0.333,-0.640,-0.679,-0.722,-0.738,-0.478,-0.454,-0.176,-0.141,-0.118,-0.106,-0.101,-0.099,-0.100,-0.101,-0.103,-0.104,-0.105,-0.106,-0.105,-0.105,-0.104,-0.103,-0.103,-0.103,-0.105,-0.107,-0.109,-0.112,-0.116,-0.119,-0.124
-"     Exports","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.005,-0.004,-0.011,-0.031,-0.051,-0.070,-0.093,-0.099,-0.106,-0.097,-0.084,-0.071,-0.058,-0.048,-0.040,-0.033,-0.028,-0.024,-0.022,-0.020,-0.018,-0.017,-0.017,-0.016,-0.016,-0.016,-0.016,-0.016,-0.016,-0.016,-0.016,-0.016,-0.016
-"     Imports","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.293,0.329,0.629,0.649,0.671,0.668,0.385,0.355,0.070,0.044,0.034,0.036,0.042,0.051,0.060,0.068,0.074,0.080,0.084,0.086,0.087,0.087,0.087,0.087,0.087,0.088,0.089,0.091,0.094,0.097,0.100,0.104,0.107
-"Government Spending","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.009,0.014,0.025,0.031,0.034,0.035,0.027,0.022,0.012,0.007,0.004,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.002,0.002,0.002,0.002
-"     Federal Military","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"     Federal Civilian","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"     State and Local Government","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.009,0.014,0.025,0.031,0.034,0.035,0.027,0.022,0.012,0.007,0.004,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.002,0.002,0.002,0.002
-"Exogenous Final Demand","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.438,0.457,0.889,0.881,0.919,0.919,0.518,0.518,0.117,0.117,0.117,0.117,0.118,0.118,0.118,0.118,0.118,0.118,0.118,0.118,0.119,0.119,0.119,0.119,0.119,0.119,0.119,0.120,0.120,0.120,0.120,0.120,0.121
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Gross Domestic Product - By Region - GDP by Region.csv b/Model_Outputs/REMI/Gross Domestic Product - By Region - GDP by Region.csv
deleted file mode 100644
index c4498d9..0000000
--- a/Model_Outputs/REMI/Gross Domestic Product - By Region - GDP by Region.csv	
+++ /dev/null
@@ -1,30 +0,0 @@
-"GDP by Region"
-,,,
-"Category","Comparison Type","Forecast","Comparison Forecast"
-"Gross Domestic Product (GDP)","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Region","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"All Regions","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.425,0.453,0.871,0.864,0.889,0.869,0.460,0.430,0.031,0.018,0.019,0.030,0.044,0.059,0.072,0.083,0.091,0.098,0.102,0.105,0.105,0.105,0.105,0.104,0.103,0.102,0.102,0.102,0.103,0.104,0.105,0.107,0.108
-"Albany County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.002,0.003,0.003,0.003,0.003,0.002,0.001,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Big Horn County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Campbell County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.403,0.424,0.819,0.808,0.832,0.815,0.432,0.411,0.037,0.032,0.035,0.044,0.056,0.068,0.078,0.086,0.092,0.097,0.100,0.102,0.102,0.102,0.102,0.101,0.100,0.100,0.100,0.100,0.101,0.101,0.102,0.103,0.104
-"Carbon County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Converse County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.002,0.004,0.004,0.004,0.004,0.002,0.002,0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Crook County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.004,0.006,0.011,0.012,0.012,0.011,0.007,0.005,-0.000,-0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001
-"Fremont County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Goshen County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Hot Springs County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Johnson County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.003,0.006,0.007,0.007,0.007,0.004,0.003,-0.000,-0.001,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Laramie County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.003,0.003,0.002,0.001,0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Lincoln County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Natrona County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.005,0.006,0.012,0.012,0.012,0.011,0.005,0.003,-0.003,-0.005,-0.005,-0.004,-0.004,-0.003,-0.002,-0.001,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Niobrara County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Park County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Platte County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sheridan County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.002,0.004,0.004,0.004,0.004,0.002,0.001,-0.000,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sublette County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sweetwater County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Teton County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Uinta County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Washakie County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Weston County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.003,0.006,0.006,0.006,0.006,0.003,0.002,-0.001,-0.001,-0.002,-0.002,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Labor- Labor Force - By Age Campbell.csv b/Model_Outputs/REMI/Labor- Labor Force - By Age Campbell.csv
deleted file mode 100644
index 792f008..0000000
--- a/Model_Outputs/REMI/Labor- Labor Force - By Age Campbell.csv	
+++ /dev/null
@@ -1,20 +0,0 @@
-"By Age"
-,,,,,,
-"Region","Category","Race","Gender","Comparison Type","Forecast","Comparison Forecast"
-"Campbell County","Labor Force","All Races","Total","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Age","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Total (16-100)","Thousands",0.000,0.000,0.000,0.831,1.321,2.347,2.905,3.317,3.581,3.073,2.735,1.736,1.191,0.842,0.631,0.510,0.446,0.415,0.395,0.372,0.342,0.317,0.299,0.284,0.266,0.249,0.234,0.216,0.201,0.183,0.168,0.153,0.139,0.126,0.114,0.104
-"Ages 16-19","Thousands",0.000,0.000,0.000,0.042,0.064,0.112,0.124,0.128,0.124,0.089,0.066,0.027,0.011,0.009,0.016,0.025,0.031,0.032,0.033,0.036,0.038,0.044,0.048,0.049,0.050,0.044,0.038,0.027,0.016,0.007,-0.003,-0.009,-0.015,-0.021,-0.027,-0.032
-"Ages 20-21","Thousands",0.000,0.000,0.000,0.038,0.057,0.089,0.102,0.105,0.102,0.062,0.043,-0.002,-0.013,-0.008,0.002,0.012,0.018,0.022,0.024,0.024,0.025,0.026,0.027,0.032,0.036,0.040,0.044,0.042,0.039,0.030,0.020,0.011,0.000,-0.004,-0.010,-0.015
-"Ages 22-24","Thousands",0.000,0.000,0.000,0.074,0.127,0.228,0.281,0.305,0.299,0.207,0.133,0.008,-0.064,-0.096,-0.097,-0.079,-0.051,-0.027,-0.008,0.005,0.014,0.021,0.026,0.030,0.033,0.041,0.047,0.060,0.064,0.068,0.065,0.055,0.044,0.026,0.014,0.001
-"Ages 25-29","Thousands",0.000,0.000,0.000,0.116,0.203,0.385,0.514,0.612,0.679,0.586,0.506,0.305,0.145,0.004,-0.113,-0.201,-0.255,-0.272,-0.258,-0.220,-0.170,-0.117,-0.072,-0.039,-0.015,0.004,0.018,0.029,0.045,0.058,0.077,0.094,0.110,0.118,0.117,0.108
-"Ages 30-34","Thousands",0.000,0.000,0.000,0.104,0.166,0.304,0.399,0.480,0.547,0.498,0.482,0.374,0.316,0.268,0.217,0.157,0.081,-0.010,-0.107,-0.196,-0.266,-0.308,-0.316,-0.293,-0.250,-0.197,-0.144,-0.098,-0.061,-0.032,-0.009,0.009,0.025,0.045,0.063,0.086
-"Ages 35-44","Thousands",0.000,0.000,0.000,0.157,0.258,0.464,0.587,0.687,0.763,0.691,0.652,0.497,0.426,0.392,0.383,0.385,0.391,0.398,0.397,0.379,0.329,0.258,0.164,0.053,-0.067,-0.185,-0.294,-0.384,-0.452,-0.493,-0.503,-0.484,-0.437,-0.369,-0.288,-0.204
-"Ages 45-54","Thousands",0.000,0.000,0.000,0.113,0.191,0.335,0.412,0.477,0.526,0.499,0.459,0.323,0.246,0.200,0.173,0.161,0.164,0.179,0.199,0.213,0.222,0.236,0.254,0.274,0.296,0.317,0.334,0.344,0.343,0.324,0.283,0.218,0.131,0.027,-0.086,-0.196
-"Ages 55-59","Thousands",0.000,0.000,0.000,0.042,0.068,0.118,0.140,0.159,0.175,0.169,0.157,0.103,0.074,0.055,0.045,0.046,0.053,0.064,0.073,0.081,0.089,0.087,0.084,0.078,0.073,0.070,0.071,0.076,0.084,0.096,0.110,0.125,0.140,0.154,0.166,0.175
-"Ages 60-61","Thousands",0.000,0.000,0.000,0.024,0.033,0.047,0.055,0.057,0.059,0.053,0.048,0.027,0.017,0.012,0.010,0.012,0.016,0.022,0.026,0.027,0.028,0.030,0.032,0.034,0.034,0.033,0.031,0.028,0.026,0.025,0.027,0.030,0.034,0.040,0.046,0.053
-"Ages 62-64","Thousands",0.000,0.000,0.000,0.029,0.042,0.063,0.075,0.086,0.092,0.079,0.067,0.034,0.015,0.003,-0.004,-0.004,0.001,0.009,0.013,0.015,0.017,0.020,0.027,0.033,0.036,0.038,0.039,0.039,0.037,0.034,0.032,0.030,0.031,0.034,0.039,0.046
-"Ages 65-69","Thousands",0.000,0.000,0.000,0.070,0.079,0.138,0.135,0.128,0.116,0.065,0.057,0.009,0.001,-0.003,-0.006,-0.008,-0.008,-0.008,-0.005,-0.001,0.004,0.009,0.014,0.020,0.024,0.027,0.031,0.035,0.038,0.041,0.043,0.043,0.042,0.041,0.040,0.040
-"Ages 70-74","Thousands",0.000,0.000,0.000,0.015,0.024,0.045,0.054,0.059,0.061,0.043,0.034,0.013,0.005,0.003,0.004,0.006,0.008,0.008,0.008,0.007,0.006,0.005,0.005,0.005,0.007,0.008,0.010,0.012,0.013,0.015,0.017,0.019,0.021,0.023,0.025,0.026
-"Ages 75+","Thousands",0.000,0.000,0.000,0.006,0.010,0.020,0.026,0.033,0.038,0.032,0.031,0.017,0.011,0.005,0.001,-0.001,-0.002,-0.002,-0.001,0.001,0.003,0.005,0.007,0.007,0.007,0.008,0.008,0.008,0.009,0.010,0.011,0.012,0.013,0.014,0.015,0.017
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Labor- Labor Force - By Age.csv b/Model_Outputs/REMI/Labor- Labor Force - By Age.csv
deleted file mode 100644
index 1c96f95..0000000
--- a/Model_Outputs/REMI/Labor- Labor Force - By Age.csv	
+++ /dev/null
@@ -1,20 +0,0 @@
-"By Age"
-,,,,,,
-"Region","Category","Race","Gender","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","Labor Force","All Races","Total","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Age","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Total (16-100)","Thousands",0.000,0.000,0.000,0.969,1.556,2.764,3.436,3.918,4.216,3.606,3.180,2.004,1.333,0.896,0.628,0.477,0.400,0.367,0.352,0.338,0.318,0.303,0.294,0.286,0.274,0.261,0.248,0.231,0.217,0.200,0.185,0.170,0.157,0.145,0.134,0.126
-"Ages 16-19","Thousands",0.000,0.000,0.000,0.051,0.079,0.136,0.152,0.156,0.152,0.108,0.079,0.031,0.010,0.007,0.014,0.024,0.031,0.034,0.035,0.039,0.042,0.049,0.054,0.057,0.058,0.051,0.044,0.031,0.018,0.006,-0.005,-0.012,-0.020,-0.026,-0.032,-0.038
-"Ages 20-21","Thousands",0.000,0.000,0.000,0.045,0.067,0.107,0.123,0.126,0.122,0.074,0.049,-0.004,-0.019,-0.015,-0.004,0.008,0.018,0.023,0.026,0.027,0.029,0.030,0.031,0.037,0.042,0.047,0.052,0.049,0.046,0.035,0.024,0.012,0.000,-0.006,-0.012,-0.018
-"Ages 22-24","Thousands",0.000,0.000,0.000,0.086,0.148,0.268,0.332,0.360,0.353,0.244,0.153,0.004,-0.084,-0.125,-0.127,-0.105,-0.071,-0.040,-0.014,0.005,0.018,0.027,0.034,0.038,0.041,0.050,0.057,0.071,0.076,0.081,0.078,0.066,0.053,0.031,0.017,0.001
-"Ages 25-29","Thousands",0.000,0.000,0.000,0.135,0.238,0.450,0.603,0.718,0.795,0.688,0.590,0.352,0.157,-0.015,-0.158,-0.264,-0.327,-0.343,-0.321,-0.271,-0.206,-0.138,-0.080,-0.038,-0.006,0.016,0.032,0.044,0.060,0.075,0.096,0.115,0.133,0.142,0.141,0.130
-"Ages 30-34","Thousands",0.000,0.000,0.000,0.120,0.194,0.355,0.469,0.564,0.641,0.585,0.562,0.435,0.360,0.299,0.236,0.163,0.073,-0.034,-0.147,-0.250,-0.331,-0.377,-0.382,-0.352,-0.296,-0.228,-0.162,-0.104,-0.058,-0.023,0.004,0.025,0.041,0.063,0.082,0.108
-"Ages 35-44","Thousands",0.000,0.000,0.000,0.181,0.299,0.539,0.686,0.803,0.891,0.807,0.759,0.578,0.488,0.442,0.426,0.425,0.430,0.438,0.437,0.415,0.360,0.277,0.168,0.039,-0.102,-0.240,-0.366,-0.469,-0.546,-0.589,-0.596,-0.567,-0.506,-0.420,-0.320,-0.216
-"Ages 45-54","Thousands",0.000,0.000,0.000,0.130,0.222,0.387,0.480,0.556,0.614,0.578,0.531,0.376,0.285,0.228,0.193,0.178,0.179,0.193,0.213,0.230,0.242,0.260,0.282,0.307,0.334,0.358,0.379,0.390,0.388,0.365,0.317,0.241,0.138,0.016,-0.117,-0.246
-"Ages 55-59","Thousands",0.000,0.000,0.000,0.049,0.079,0.136,0.164,0.186,0.203,0.194,0.180,0.120,0.086,0.064,0.052,0.052,0.059,0.070,0.080,0.090,0.098,0.097,0.092,0.086,0.081,0.077,0.078,0.083,0.094,0.108,0.124,0.142,0.159,0.176,0.190,0.200
-"Ages 60-61","Thousands",0.000,0.000,0.000,0.028,0.039,0.057,0.067,0.070,0.071,0.062,0.056,0.032,0.020,0.013,0.010,0.013,0.017,0.023,0.027,0.028,0.030,0.033,0.035,0.037,0.038,0.037,0.034,0.031,0.028,0.027,0.029,0.033,0.038,0.045,0.052,0.060
-"Ages 62-64","Thousands",0.000,0.000,0.000,0.034,0.051,0.077,0.093,0.106,0.111,0.094,0.078,0.039,0.016,0.002,-0.006,-0.006,-0.000,0.008,0.014,0.017,0.019,0.023,0.030,0.037,0.040,0.042,0.043,0.043,0.041,0.038,0.035,0.033,0.034,0.037,0.043,0.051
-"Ages 65-69","Thousands",0.000,0.000,0.000,0.084,0.098,0.170,0.167,0.157,0.142,0.078,0.065,0.006,-0.005,-0.009,-0.012,-0.012,-0.012,-0.010,-0.006,-0.001,0.005,0.011,0.017,0.023,0.028,0.031,0.035,0.039,0.043,0.047,0.049,0.049,0.048,0.046,0.044,0.045
-"Ages 70-74","Thousands",0.000,0.000,0.000,0.019,0.030,0.055,0.066,0.073,0.074,0.052,0.040,0.014,0.005,0.002,0.003,0.006,0.009,0.009,0.009,0.008,0.007,0.006,0.005,0.006,0.007,0.009,0.011,0.013,0.015,0.017,0.019,0.021,0.024,0.026,0.028,0.030
-"Ages 75+","Thousands",0.000,0.000,0.000,0.008,0.012,0.026,0.034,0.042,0.048,0.041,0.038,0.020,0.012,0.005,-0.000,-0.003,-0.004,-0.003,-0.001,0.001,0.004,0.007,0.008,0.009,0.009,0.009,0.009,0.010,0.010,0.011,0.012,0.013,0.015,0.016,0.017,0.019
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Output- By Industry - Output by Industry.csv b/Model_Outputs/REMI/Output- By Industry - Output by Industry.csv
deleted file mode 100644
index 2429401..0000000
--- a/Model_Outputs/REMI/Output- By Industry - Output by Industry.csv	
+++ /dev/null
@@ -1,77 +0,0 @@
-"Output by Industry"
-,,,,
-"Region","Category","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","Output","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Industry","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"All Industries","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.740,0.787,1.513,1.498,1.537,1.502,0.786,0.736,0.036,0.016,0.019,0.038,0.064,0.091,0.115,0.135,0.151,0.163,0.171,0.176,0.178,0.179,0.178,0.177,0.177,0.177,0.177,0.178,0.180,0.183,0.185,0.188,0.191
-"Forestry and Logging; Fishing, hunting and trapping","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Support activities for agriculture and forestry","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Oil and gas extraction","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,-0.002,-0.004,-0.009,-0.013,-0.017,-0.021,-0.021,-0.022,-0.019,-0.016,-0.013,-0.011,-0.009,-0.007,-0.006,-0.005,-0.005,-0.004,-0.004,-0.003,-0.003,-0.003,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002
-"Mining (except oil and gas)","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,-0.004,-0.007,-0.016,0.025,0.019,0.062,0.062,0.108,0.113,0.117,0.121,0.125,0.128,0.130,0.132,0.133,0.135,0.136,0.136,0.137,0.137,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.139,0.139,0.139,0.139
-"Support activities for mining","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.001,0.002,0.001,0.001,0.000,-0.002,-0.002,-0.003,-0.002,-0.001,-0.001,-0.001,-0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Utilities","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.006,0.006,0.011,0.010,0.010,0.010,0.004,0.004,-0.001,-0.000,0.000,0.001,0.001,0.001,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002
-"Construction","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.146,0.181,0.316,0.312,0.309,0.296,0.143,0.116,-0.034,-0.051,-0.055,-0.051,-0.042,-0.033,-0.024,-0.016,-0.009,-0.004,-0.001,0.002,0.003,0.004,0.005,0.005,0.005,0.005,0.005,0.005,0.006,0.006,0.006,0.007,0.007
-"Wood product manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.000,-0.000,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Nonmetallic mineral product manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Primary metal manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Fabricated metal product manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.003,0.003,0.006,0.005,0.005,0.005,0.002,0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Machinery manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.159,0.159,0.318,0.318,0.318,0.318,0.159,0.159,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Computer and electronic product manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Electrical equipment, appliance, and component manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Motor vehicles, bodies and trailers, and parts manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Other transportation equipment manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Furniture and related product manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Miscellaneous manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Food manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Beverage and tobacco manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Textile mills and textile product mills","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Apparel, leather and allied product manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Paper manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Printing and related support activities","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Petroleum and coal products manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.000,0.000,-0.002,-0.004,-0.006,-0.009,-0.009,-0.010,-0.008,-0.007,-0.005,-0.004,-0.003,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001
-"Chemical manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Plastics and rubber products manufacturing","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Wholesale trade","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.259,0.261,0.520,0.518,0.518,0.516,0.255,0.254,-0.007,-0.007,-0.006,-0.005,-0.003,-0.002,-0.001,0.000,0.001,0.002,0.003,0.003,0.003,0.003,0.003,0.003,0.004,0.004,0.004,0.004,0.004,0.004,0.004,0.005,0.005
-"Retail trade","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.022,0.026,0.051,0.053,0.056,0.057,0.033,0.031,0.006,0.004,0.003,0.003,0.003,0.004,0.004,0.005,0.005,0.006,0.006,0.006,0.006,0.006,0.005,0.005,0.005,0.005,0.005,0.006,0.006,0.006,0.007,0.007,0.008
-"Air transportation","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Rail transportation","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,-0.000,-0.004,-0.007,-0.013,-0.018,-0.023,-0.026,-0.025,-0.024,-0.021,-0.017,-0.014,-0.011,-0.009,-0.007,-0.006,-0.004,-0.004,-0.003,-0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001
-"Water transportation","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Truck transportation","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.006,0.006,0.012,0.011,0.011,0.010,0.003,0.002,-0.004,-0.004,-0.003,-0.003,-0.002,-0.001,-0.001,-0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Couriers and messengers","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Transit and ground passenger transportation","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Pipeline transportation","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,-0.001,-0.003,-0.005,-0.008,-0.010,-0.012,-0.012,-0.012,-0.010,-0.009,-0.007,-0.006,-0.005,-0.004,-0.004,-0.003,-0.003,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002,-0.002
-"Scenic and sightseeing transportation and support activities for transportation","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.000,0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Warehousing and storage","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Publishing industries, except Internet","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Motion picture and sound recording industries","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Data processing, hosting, and related services; Other information services","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.001,0.004,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.007,0.007,0.007,0.007,0.007,0.007,0.007,0.007,0.008,0.008
-"Radio and television broadcasting, media streaming distribution services, social networks, and other media networks and content providers","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Telecommunications","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.001,0.001,0.001,-0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Monetary authorities - central bank, credit intermediation, and related activities","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,-0.001,-0.001,-0.001,-0.002,-0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000
-"Securities, commodity contracts, investments, and funds and trusts","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Insurance carriers and related activities","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Real estate","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.047,0.052,0.102,0.105,0.108,0.108,0.061,0.056,0.008,0.004,0.001,0.001,0.002,0.004,0.005,0.006,0.007,0.007,0.007,0.007,0.006,0.006,0.005,0.004,0.003,0.002,0.002,0.002,0.002,0.003,0.003,0.004,0.005
-"Rental and leasing services; Lessors of nonfinancial intangible assets","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.003,0.003,0.006,0.006,0.006,0.005,0.002,0.002,-0.001,-0.001,-0.001,-0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Professional, scientific, and technical services","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.006,0.006,0.012,0.012,0.012,0.012,0.006,0.005,-0.000,-0.001,-0.001,-0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.003,0.003,0.003,0.003,0.003
-"Management of companies and enterprises","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Administrative and support services","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.008,0.008,0.016,0.015,0.015,0.015,0.007,0.007,-0.001,-0.001,-0.001,-0.001,-0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.002,0.002,0.002,0.002
-"Waste management and remediation services","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Educational services; private","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Ambulatory health care services","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.011,0.011,0.021,0.020,0.019,0.019,0.007,0.008,-0.003,-0.002,-0.001,0.000,0.001,0.001,0.002,0.002,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.004,0.004,0.004,0.004,0.004
-"Hospitals","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Nursing and residential care facilities","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.000,0.000,0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Social assistance","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Performing arts, spectator sports, and related industries","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Museums, historical sites, and similar institutions","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Amusement, gambling, and recreation industries","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.002,0.004,0.004,0.004,0.004,0.002,0.002,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Accommodation","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.003,0.003,0.006,0.006,0.006,0.006,0.003,0.003,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Food services and drinking places","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.009,0.010,0.020,0.022,0.023,0.024,0.016,0.016,0.007,0.006,0.005,0.004,0.004,0.004,0.003,0.003,0.003,0.003,0.002,0.002,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Repair and maintenance","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.005,0.005,0.009,0.009,0.009,0.009,0.004,0.004,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Personal and laundry services","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.003,0.003,0.005,0.005,0.005,0.005,0.003,0.003,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001
-"Religious, grantmaking, civic, professional, and similar organizations","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.002,0.003,0.003,0.003,0.003,0.002,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Private households","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"State and Local Government","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.023,0.037,0.066,0.081,0.090,0.094,0.073,0.061,0.034,0.020,0.013,0.010,0.009,0.009,0.008,0.008,0.008,0.008,0.008,0.008,0.007,0.007,0.006,0.006,0.005,0.005,0.005,0.005,0.005,0.006,0.006,0.006,0.007
-"Federal Civilian","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Federal Military","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Farm","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Output- By Region - Output by Region.csv b/Model_Outputs/REMI/Output- By Region - Output by Region.csv
deleted file mode 100644
index 8ef3ef6..0000000
--- a/Model_Outputs/REMI/Output- By Region - Output by Region.csv	
+++ /dev/null
@@ -1,30 +0,0 @@
-"Output by Region"
-,,,,
-"Category","Industry","Comparison Type","Forecast","Comparison Forecast"
-"Output","All Industries","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Region","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"All Regions","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.740,0.787,1.513,1.498,1.537,1.502,0.786,0.736,0.036,0.016,0.019,0.038,0.064,0.091,0.115,0.135,0.151,0.163,0.171,0.176,0.178,0.179,0.178,0.177,0.177,0.177,0.177,0.178,0.180,0.183,0.185,0.188,0.191
-"Albany County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.003,0.005,0.006,0.006,0.005,0.003,0.002,-0.000,-0.001,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001
-"Big Horn County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Campbell County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.702,0.739,1.425,1.405,1.445,1.416,0.744,0.711,0.053,0.045,0.051,0.068,0.089,0.109,0.127,0.141,0.153,0.162,0.168,0.172,0.174,0.174,0.174,0.174,0.173,0.173,0.174,0.175,0.176,0.178,0.180,0.182,0.184
-"Carbon County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.000,0.001,-0.000,-0.001,-0.002,-0.003,-0.003,-0.004,-0.003,-0.003,-0.002,-0.002,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000
-"Converse County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.003,0.006,0.007,0.007,0.007,0.004,0.003,-0.000,-0.001,-0.002,-0.002,-0.002,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Crook County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.007,0.010,0.018,0.020,0.020,0.019,0.011,0.008,-0.001,-0.003,-0.004,-0.004,-0.003,-0.002,-0.001,-0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Fremont County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.001,-0.000,-0.000,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Goshen County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Hot Springs County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Johnson County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.004,0.006,0.011,0.012,0.012,0.012,0.007,0.004,-0.001,-0.003,-0.003,-0.003,-0.003,-0.002,-0.002,-0.001,-0.001,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001
-"Laramie County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.002,0.002,0.004,0.004,0.004,0.003,0.001,0.000,-0.002,-0.002,-0.002,-0.002,-0.002,-0.001,-0.001,-0.001,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Lincoln County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Natrona County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.009,0.011,0.020,0.020,0.020,0.018,0.007,0.004,-0.007,-0.009,-0.009,-0.008,-0.007,-0.005,-0.003,-0.001,-0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.002,0.002,0.002,0.002
-"Niobrara County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Park County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Platte County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sheridan County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.003,0.004,0.007,0.007,0.007,0.006,0.003,0.002,-0.001,-0.002,-0.002,-0.002,-0.001,-0.001,-0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Sublette County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sweetwater County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Teton County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Uinta County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Washakie County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Weston County","Billions of Fixed (2025) Dollars",0.000,0.000,0.000,0.004,0.005,0.009,0.010,0.009,0.008,0.003,0.001,-0.003,-0.004,-0.004,-0.004,-0.003,-0.003,-0.002,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Personal Income - By Component - Personal Income Components.csv b/Model_Outputs/REMI/Personal Income - By Component - Personal Income Components.csv
deleted file mode 100644
index 9908fe8..0000000
--- a/Model_Outputs/REMI/Personal Income - By Component - Personal Income Components.csv	
+++ /dev/null
@@ -1,27 +0,0 @@
-"Personal Income Components"
-,,,
-"Region","Comparison Type","Forecast","Comparison Forecast"
-"All Regions","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Category","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"Total Earnings by Place of Work","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.294,0.319,0.618,0.620,0.634,0.626,0.329,0.307,0.010,-0.006,-0.017,-0.018,-0.013,-0.006,0.001,0.008,0.013,0.018,0.022,0.025,0.027,0.028,0.029,0.030,0.030,0.031,0.032,0.033,0.034,0.035,0.037,0.039,0.040
-"     Total Wages and Salaries","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.224,0.243,0.472,0.474,0.486,0.482,0.259,0.244,0.021,0.010,0.002,0.001,0.003,0.007,0.011,0.015,0.018,0.021,0.023,0.024,0.025,0.026,0.026,0.026,0.026,0.027,0.027,0.028,0.028,0.029,0.030,0.031,0.032
-"     Supplements to Wages and Salaries","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.045,0.051,0.100,0.105,0.111,0.113,0.067,0.064,0.016,0.011,0.008,0.006,0.006,0.006,0.006,0.007,0.007,0.007,0.007,0.008,0.008,0.008,0.008,0.008,0.008,0.008,0.008,0.008,0.008,0.008,0.008,0.009,0.009
-"     Employer contributions for employee pension and insurance funds","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.029,0.032,0.064,0.067,0.071,0.072,0.043,0.040,0.010,0.007,0.005,0.004,0.004,0.004,0.004,0.004,0.004,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.006
-"     Employer contributions for government social insurance","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.016,0.019,0.037,0.038,0.041,0.041,0.025,0.023,0.006,0.004,0.003,0.002,0.002,0.002,0.002,0.002,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003
-"     Proprietors' income with inventory valuation and capital consumption adjustments","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.025,0.025,0.046,0.040,0.036,0.031,0.002,-0.002,-0.028,-0.028,-0.027,-0.025,-0.022,-0.019,-0.016,-0.013,-0.011,-0.010,-0.008,-0.007,-0.006,-0.005,-0.005,-0.004,-0.004,-0.004,-0.003,-0.003,-0.002,-0.002,-0.001,-0.001,-0.001
-"Less: Contributions for Government Social Insurance","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.036,0.039,0.077,0.078,0.081,0.081,0.046,0.043,0.007,0.005,0.003,0.002,0.002,0.003,0.003,0.004,0.004,0.004,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.006,0.006
-"     Employee and Self-Employed Contributions for Government Social Insurance","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.019,0.021,0.040,0.040,0.041,0.040,0.022,0.020,0.002,0.001,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.003
-"     Employer contributions for government social insurance","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.016,0.019,0.037,0.038,0.041,0.041,0.025,0.023,0.006,0.004,0.003,0.002,0.002,0.002,0.002,0.002,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003
-"Plus: Adjustment for Residence","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,-0.004,-0.004,-0.008,-0.007,-0.007,-0.006,-0.001,0.000,0.005,0.005,0.005,0.005,0.004,0.004,0.003,0.003,0.002,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"     Gross Inflow","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.031,0.036,0.068,0.069,0.070,0.069,0.037,0.032,0.000,-0.003,-0.004,-0.004,-0.003,-0.002,-0.002,-0.001,-0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.002,0.003,0.003,0.003,0.003,0.004,0.004,0.004,0.004
-"     Gross Outflow","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.035,0.040,0.076,0.077,0.077,0.075,0.037,0.032,-0.004,-0.008,-0.009,-0.009,-0.008,-0.006,-0.005,-0.003,-0.002,-0.001,-0.001,0.000,0.001,0.001,0.001,0.002,0.002,0.002,0.002,0.003,0.003,0.003,0.004,0.004,0.004
-"Equals: Net Earnings by Place of Residence","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.254,0.275,0.533,0.534,0.546,0.539,0.282,0.263,0.007,-0.006,-0.015,-0.015,-0.011,-0.005,0.001,0.007,0.012,0.016,0.019,0.022,0.023,0.024,0.025,0.025,0.026,0.026,0.027,0.028,0.029,0.030,0.032,0.033,0.035
-"Plus: Property Income","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.007,0.010,0.022,0.029,0.037,0.044,0.042,0.044,0.036,0.034,0.030,0.027,0.024,0.023,0.021,0.019,0.018,0.017,0.017,0.016,0.015,0.015,0.015,0.014,0.015,0.015,0.015,0.016,0.016,0.017,0.017,0.018,0.019
-"     Personal Dividend Income","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.003,0.004,0.008,0.011,0.014,0.016,0.016,0.017,0.014,0.013,0.011,0.010,0.009,0.009,0.008,0.008,0.007,0.007,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.007,0.007,0.007,0.007
-"     Personal Interest Income","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.003,0.005,0.010,0.014,0.018,0.022,0.021,0.022,0.018,0.017,0.015,0.013,0.012,0.011,0.010,0.010,0.009,0.008,0.008,0.008,0.007,0.007,0.007,0.007,0.007,0.007,0.007,0.008,0.008,0.008,0.008,0.009,0.009
-"     Rental Income of Persons","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.003,0.004,0.005,0.006,0.006,0.006,0.005,0.004,0.004,0.003,0.003,0.003,0.003,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002,0.002
-"Plus: Personal Current Transfer Receipts","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,-0.004,-0.005,-0.003,0.003,0.011,0.020,0.027,0.034,0.039,0.041,0.039,0.037,0.034,0.030,0.027,0.024,0.021,0.018,0.016,0.014,0.013,0.011,0.010,0.009,0.008,0.008,0.008,0.009,0.009,0.010,0.011,0.013,0.014
-"Equals: Personal Income","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.257,0.280,0.552,0.565,0.594,0.602,0.351,0.341,0.082,0.068,0.054,0.048,0.047,0.048,0.049,0.050,0.051,0.052,0.052,0.052,0.051,0.050,0.050,0.049,0.049,0.049,0.050,0.052,0.054,0.057,0.060,0.064,0.068
-"Less: Personal Current Taxes","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.034,0.037,0.073,0.074,0.076,0.076,0.042,0.040,0.006,0.004,0.002,0.001,0.002,0.002,0.003,0.003,0.004,0.004,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.006,0.006,0.006,0.006,0.007,0.007
-"Equals: Disposable Personal Income","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.223,0.243,0.479,0.491,0.518,0.526,0.308,0.301,0.076,0.065,0.052,0.047,0.045,0.046,0.046,0.046,0.047,0.047,0.048,0.047,0.046,0.045,0.044,0.044,0.044,0.044,0.045,0.046,0.049,0.051,0.054,0.057,0.061
\ No newline at end of file
diff --git a/Model_Outputs/REMI/Personal Income - By Region - Personal Income by Region.csv b/Model_Outputs/REMI/Personal Income - By Region - Personal Income by Region.csv
deleted file mode 100644
index 3cd53c4..0000000
--- a/Model_Outputs/REMI/Personal Income - By Region - Personal Income by Region.csv	
+++ /dev/null
@@ -1,30 +0,0 @@
-"Personal Income by Region"
-,,,
-"Category","Comparison Type","Forecast","Comparison Forecast"
-"Personal Income","Differences","Peabody","Standard Regional Control"
-,"Year",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-"Region","Units",2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050,2051,2052,2053,2054,2055,2056,2057,2058,2059,2060
-"All Regions","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.257,0.280,0.552,0.565,0.594,0.602,0.351,0.341,0.082,0.068,0.054,0.048,0.047,0.048,0.049,0.050,0.051,0.052,0.052,0.052,0.051,0.050,0.050,0.049,0.049,0.049,0.050,0.052,0.054,0.057,0.060,0.064,0.068
-"Albany County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.002,0.002,0.001,0.001,0.000,-0.000,-0.000,-0.000,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Big Horn County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Campbell County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.216,0.231,0.457,0.464,0.489,0.498,0.289,0.289,0.075,0.070,0.060,0.056,0.054,0.053,0.052,0.051,0.050,0.050,0.050,0.049,0.047,0.046,0.045,0.044,0.044,0.044,0.045,0.046,0.048,0.049,0.052,0.054,0.057
-"Carbon County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,-0.000,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Converse County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.004,0.005,0.010,0.011,0.011,0.011,0.007,0.006,0.002,0.001,-0.000,-0.000,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Crook County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.012,0.014,0.026,0.028,0.030,0.031,0.019,0.018,0.006,0.004,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003,0.003
-"Fremont County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.002,0.002,0.002,0.002,0.001,0.001,-0.000,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Goshen County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Hot Springs County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Johnson County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.006,0.007,0.014,0.015,0.016,0.016,0.010,0.008,0.002,0.000,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001
-"Laramie County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Lincoln County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Natrona County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.006,0.008,0.014,0.014,0.014,0.013,0.006,0.003,-0.004,-0.006,-0.007,-0.007,-0.006,-0.005,-0.004,-0.004,-0.003,-0.002,-0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.001,0.001,0.001
-"Niobrara County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Park County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Platte County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.000,0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sheridan County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.002,0.002,0.005,0.005,0.005,0.004,0.002,0.002,-0.001,-0.001,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001
-"Sublette County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Sweetwater County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Teton County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Uinta County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,-0.000,-0.000,-0.000,-0.001,-0.001,-0.001,-0.001,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,-0.000,0.000,0.000
-"Washakie County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
-"Weston County","Billions of Fixed Local (2025) Dollars",0.000,0.000,0.000,0.008,0.010,0.018,0.020,0.021,0.021,0.013,0.012,0.003,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.001,0.002,0.002,0.002
\ No newline at end of file
diff --git a/Scripts/Load_IMPLAN.r b/Scripts/Load_IMPLAN.r
index b5a17d7..2e36494 100644
--- a/Scripts/Load_IMPLAN.r
+++ b/Scripts/Load_IMPLAN.r
@@ -1,11 +1,24 @@
+library(tidyverse)
+library(scales)
+library(janitor)
+library(paletteer)
+
 #Function to load IMPLAN Yearly data.
 GET_IMPLAN_DATA <- function(){
-	GET_FILE_US <- function(YEAR){read_csv(paste0("Model_Outputs/IMPLAN/US/US_",YEAR,"/economic_indicators_by_impact.csv")) %>% mutate(Year=YEAR) %>% filter(!is.na(Impact))%>% mutate(Region="US") }
-	GET_FILE_WY <- function(YEAR){read_csv(paste0("Model_Outputs/IMPLAN/Wyoming/WY_",YEAR,"/economic_indicators_by_impact.csv")) %>% mutate(Year=YEAR) %>% filter(!is.na(Impact))%>% mutate(Region="WY") }
-DATA <-rbind(lapply(2028:2036,GET_FILE_US) %>% bind_rows()%>% rename(Income=`Labor Income`)  %>% mutate(Income=parse_number(Income),`Value Added`=parse_number(`Value Added`),Output=parse_number(Output)) ,
-lapply(2028:2036,GET_FILE_WY) %>% bind_rows()%>% rename(Income=`Labor Income`)  %>% mutate(Income=parse_number(Income),`Value Added`=parse_number(`Value Added`),Output=parse_number(Output)))
+#	YEAR <- 2028
+	GET_FILE_US <- function(YEAR){read_csv(paste0("Model_Outputs/IMPLAN/US/US_",YEAR,"/economic_indicators_by_impact.csv")) %>% mutate(Year=YEAR) %>% filter(!is.na(Impact))%>% mutate(Region="US") %>% left_join(read_csv(paste0("Model_Outputs/IMPLAN/US/US_",YEAR,"/tax_results.csv")) %>% mutate(Year=YEAR) %>% filter(!is.na(Impact))%>% mutate(Region="US")) }
+	GET_FILE_WY <- function(YEAR){read_csv(paste0("Model_Outputs/IMPLAN/Wyoming/WY_",YEAR,"/economic_indicators_by_impact.csv")) %>% mutate(Year=YEAR) %>% filter(!is.na(Impact))%>% mutate(Region="WY") %>% left_join(read_csv(paste0("Model_Outputs/IMPLAN/Wyoming/WY_",YEAR,"/tax_results.csv")) %>% mutate(Year=YEAR) %>% filter(!is.na(Impact))%>% mutate(Region="WY")) }
+#	GET_FILE_TAX_US <- function(YEAR){read_csv(paste0("Model_Outputs/IMPLAN/US/US_",YEAR,"/tax_results.csv")) %>% mutate(Year=YEAR) %>% filter(!is.na(Impact))%>% mutate(Region="US")}
+#	GET_FILE_TAX_WY <- function(YEAR){read_csv(paste0("Model_Outputs/IMPLAN/Wyoming/WY_",YEAR,"/tax_results.csv")) %>% mutate(Year=YEAR) %>% filter(!is.na(Impact))%>% mutate(Region="US")}
+#	GET_FILE_US(2028) %>% left_join(GET_FILE_TAX_US(2028))
 
+
+
+DATA <-rbind(lapply(2028:2036,GET_FILE_US) %>% bind_rows()%>% rename(Income=`Labor Income`)  %>% mutate(Income=parse_number(Income),`Value Added`=parse_number(`Value Added`),Output=parse_number(Output)) ,lapply(2028:2036,GET_FILE_WY) %>% bind_rows()%>% rename(Income=`Labor Income`)  %>% mutate(Income=parse_number(Income),`Value Added`=parse_number(`Value Added`),Output=parse_number(Output)))
+
+DATA <- DATA %>% mutate(`Sub County General`=parse_number(`Sub County General`),`Sub County Special Districts`=parse_number(`Sub County Special Districts`),County=parse_number(County),State=parse_number(State),Federal=parse_number(Federal),County=County+`Sub County General`+`Sub County Special Districts`) %>% select(Year,Impact,Region,everything(),-Total,-`Sub County Special Districts`, -`Sub County General`)
 	DATA$Impact <- gsub("3 - ","",gsub("2 - ","",gsub("1 - ","",DATA$Impact)))
+#TAX_ADJ <- DATA %>% filter(Impact=='Direct') %>% group_by(Year,Impact) %>% mutate(COUNTY_RATIO=min(County)/max(County),STATE_RATIO=min(State)/max(State),FEDERAL_RATIO=min(Federal)/max(Federal)) %>% ungroup %>% select(Year,COUNTY_RATIO,STATE_RATIO,FEDERAL_RATIO) %>% unique
 	DATA <-  DATA %>% pivot_longer(-c(Impact,Year,Region)) %>% rename(Type=Impact,Impact=name)
 	DATA$Impact <- gsub("3 - ","",gsub("2 - ","",gsub("1 - ","",DATA$Impact)))
 	DATA <- DATA %>% mutate(Source='IMPLAN') %>% select(Type,Year,Region,Impact,Source,value)
@@ -16,7 +29,6 @@ lapply(2028:2036,GET_FILE_WY) %>% bind_rows()%>% rename(Income=`Labor Income`)
 		RES <- RES %>% rbind(TEMP %>% mutate(Year=i))
 	}
 	DATA <- DATA %>% full_join(RES) %>% unique
-
 return(DATA)
 }
 
diff --git a/Visuals.r b/Visuals.r
index cafbd79..6b19535 100644
--- a/Visuals.r
+++ b/Visuals.r
@@ -4,58 +4,52 @@ library(janitor)
 library(paletteer)
 dir.create("Results", showWarnings = FALSE)
 source("Scripts/Load_IMPLAN.r")
-source("Scripts/Load_REMI.r")
 
 	IMPLAN <- GET_IMPLAN_DATA()
-	REMI <- GET_REMI_DATA()
-DATA <- full_join(IMPLAN,REMI)
 
-REMI <- DATA %>% filter(Source=='REMI') %>% filter(Region=='WY') %>% group_by(Year,Region,Impact) %>% summarize(value=sum(value)) %>% filter(Region=='WY') %>% ungroup
-ADJUST <- DATA %>% filter(Source=='IMPLAN') %>% group_by(Year,Impact,Region) %>% summarize(value=sum(value)) %>% ungroup %>% group_by(Year,Impact) %>% summarize(RATIO=max(value)/min(value)-1) %>% ungroup
-ADJUST <- rbind(ADJUST,ADJUST %>% filter(Year==2028) %>% mutate(RATIO=0) %>% mutate(Year=2025),ADJUST %>% filter(Year==2028) %>% mutate(RATIO=0) %>% mutate(Year=2026),ADJUST %>% filter(Year==2028) %>% mutate(RATIO=0) %>% mutate(Year=2027))
-
-
-REMI_DOLLAR <- REMI %>% filter(Impact!='Employment')
-TEMP <- REMI_DOLLAR %>% filter(Year==2028,Impact=='Income')  %>% mutate(value=0)
-REMI_DOLLAR <- rbind(REMI_DOLLAR,rbind(TEMP %>% mutate(Year=2025),TEMP %>% mutate(Year=2026),TEMP %>% mutate(Year=2027)))
-REMI_DOLLAR$Impact <- factor(REMI_DOLLAR$Impact,levels=c('Output','Value Added','Income'))
-REMI_DOLLAR <- rbind(REMI_DOLLAR,REMI_DOLLAR %>% left_join(ADJUST) %>% mutate(Region='US',value=value*RATIO)%>% select(-RATIO))
-REMI_DOLLAR$Region <- factor(ifelse(REMI_DOLLAR$Region=="WY",'Wyoming',"Rest of United States"),levels=rev(c("Wyoming","Rest of United States")))
+IMPLAN_DOLLAR <- IMPLAN %>% filter(Impact!='Employment')
+IMPLAN_DOLLAR <-  IMPLAN_DOLLAR  %>% group_by(Type,Year,Impact,Source) %>% mutate(value=ifelse(Region=='US',value-min(value),value) ) %>% ungroup
+TEMP <- IMPLAN_DOLLAR %>% filter(Year==2028)  %>% mutate(value=0)
+IMPLAN_DOLLAR <- rbind(IMPLAN_DOLLAR,rbind(TEMP %>% mutate(Year=2025),TEMP %>% mutate(Year=2026),TEMP %>% mutate(Year=2027)))
+IMPLAN_DOLLAR$Impact <- factor(IMPLAN_DOLLAR$Impact,levels=c('Output','Value Added','Income','Federal','State','County'))
+IMPLAN_DOLLAR$Region <- factor(ifelse(IMPLAN_DOLLAR$Region=="WY",'Wyoming',"Rest of United States"),levels=rev(c("Wyoming","Rest of United States")))
+IMPLAN_DOLLAR_REGION <- IMPLAN_DOLLAR %>% filter(Impact %in% c('Income','Output','Value Added')) %>% group_by(Year,Region,Impact) %>% summarize(value=sum(value)) %>% ungroup
 
 ########################Plot of total impact in US and in Wyoming
-REMI_DOLLAR_PLOT <- ggplot(REMI_DOLLAR ,aes(x=Year,y=value/10^9,fill=Region,group=Region))+geom_area()+facet_wrap(~Impact,ncol=1)+ylab("Billion Dollars")+theme_bw()+ theme(plot.title = element_text(size = 22, face = "bold"), axis.title = element_text(size = 18),axis.text  = element_text(size = 16),legend.text = element_text(size = 14),strip.text = element_text(size = 14),legend.position="top")+  theme(legend.title=element_blank())+scale_fill_manual(values=c("#3C3B6E","#FFC425"))+scale_x_continuous(breaks=seq(2025,2060,by=5))+scale_y_continuous(breaks=seq(0,5000,by=0.5))
-
-ggsave( filename = "./Results/Dollar Values of Model.png",  plot = REMI_DOLLAR_PLOT,  width = 8.5,  height = 11*(3./4),  units = "in", dpi = 300)
+IMPLAN_REGION_DOLLAR_PLOT <- ggplot(IMPLAN_DOLLAR_REGION ,aes(x=Year,y=value/10^9,fill=Region,group=Region))+geom_area()+facet_wrap(~Impact,ncol=1)+ylab("Billion Dollars")+theme_bw()+ theme(plot.title = element_text(size = 22, face = "bold"), axis.title = element_text(size = 18),axis.text  = element_text(size = 16),legend.text = element_text(size = 14),strip.text = element_text(size = 14),legend.position="top")+  theme(legend.title=element_blank())+scale_fill_manual(values=c("#3C3B6E","#FFC425"))+scale_x_continuous(breaks=seq(2025,2060,by=5))+scale_y_continuous(breaks=seq(0,5000,by=1))
+IMPLAN_REGION_DOLLAR_PLOT 
+ggsave( filename = "./Results/Dollar Values of Model.png",  plot = IMPLAN_REGION_DOLLAR_PLOT,  width = 8.5,  height = 11*(3./4),  units = "in", dpi = 300)
+########################Taxes
 
 #########################Post 2035 Values to show smaller scale
-REMI_DOLLAR_PROD_PLOT <- ggplot(REMI_DOLLAR %>% filter(Year>2035) ,aes(x=Year,y=value/10^6,fill=Region,group=Region))+geom_area()+facet_wrap(~Impact,ncol=1)+ylab("Million Dollars")+theme_bw()+ theme(plot.title = element_text(size = 22, face = "bold"), axis.title = element_text(size = 18),axis.text  = element_text(size = 16),legend.text = element_text(size = 14),strip.text = element_text(size = 14),legend.position="top")+  theme(legend.title=element_blank())+scale_fill_manual(values=c("#3C3B6E","#FFC425"))+scale_x_continuous(breaks=seq(2025,2060,by=5))+scale_y_continuous(breaks=seq(0,5000,by=100))
+IMPLAN_DOLLAR_PROD_PLOT <- ggplot(IMPLAN_DOLLAR %>% filter(Year>2035) ,aes(x=Year,y=value/10^6,fill=Region,group=Region))+geom_area()+facet_wrap(~Impact,ncol=1)+ylab("Million Dollars")+theme_bw()+ theme(plot.title = element_text(size = 22, face = "bold"), axis.title = element_text(size = 18),axis.text  = element_text(size = 16),legend.text = element_text(size = 14),strip.text = element_text(size = 14),legend.position="top")+  theme(legend.title=element_blank())+scale_fill_manual(values=c("#3C3B6E","#FFC425"))+scale_x_continuous(breaks=seq(2025,2060,by=5))+scale_y_continuous(breaks=seq(0,5000,by=100))
 
-ggsave( filename = "./Results/Dollar Values of Model in Production.png",  plot = REMI_DOLLAR_PROD_PLOT ,  width = 8.5,  height = 11*(3./4),  units = "in", dpi = 300)
+ggsave( filename = "./Results/Dollar Values of Model in Production.png",  plot = IMPLAN_DOLLAR_PROD_PLOT ,  width = 8.5,  height = 11*(3./4),  units = "in", dpi = 300)
 #############Dollar values table
-NPV <- REMI_DOLLAR %>% mutate(value=value/10^9,Discount_0=value,Discount_2=value/(1+0.02)^(Year-2028),Discount_5=value/(1+0.05)^(Year-2028),Discount_10=value/(1+0.1)^(Year-2028)) %>% group_by(Impact,Region) %>% summarize(Discount_0=sum(Discount_0),Discount_2=sum(Discount_2),Discount_5=sum(Discount_5),Discount_10=sum(Discount_10)) %>% ungroup
+NPV <- IMPLAN_DOLLAR %>% mutate(value=value/10^9,Discount_0=value,Discount_2=value/(1+0.02)^(Year-2028),Discount_5=value/(1+0.05)^(Year-2028),Discount_10=value/(1+0.1)^(Year-2028)) %>% group_by(Impact,Region) %>% summarize(Discount_0=sum(Discount_0),Discount_2=sum(Discount_2),Discount_5=sum(Discount_5),Discount_10=sum(Discount_10)) %>% ungroup
 NPV[,3:6] <-round(NPV[,3:6],2)
 write.csv(NPV,"./Results/NPV_Values.csv",row.names=FALSE)
 ############Employment
-REMI_EMPLOY <- DATA %>% filter(Impact=='Employment',Source=='REMI') %>% group_by(Year,Region,Impact) %>% summarize(value=sum(value)) %>% ungroup
-REMI_EMPLOY <- rbind(REMI_EMPLOY, REMI_EMPLOY  %>% left_join(ADJUST) %>% mutate(value=value*RATIO,Region='US') %>% select(-RATIO))
-REMI_EMPLOY$Region <- factor(ifelse(REMI_EMPLOY$Region=="WY",'Wyoming',"Rest of United States"),levels=rev(c("Wyoming","Rest of United States")))
- REMI_EMPLOYMENT_PLOT <- ggplot(REMI_EMPLOY ,aes(x=Year,y=value,fill=Region,group=Region))+geom_area()+ylab("Employment (Full-Time Equivalent)")+theme_bw()+ theme(plot.title = element_text(size = 22, face = "bold"), axis.title = element_text(size = 18),axis.text  = element_text(size = 16),legend.text = element_text(size = 14),strip.text = element_text(size = 14),legend.position="top")+  theme(legend.title=element_blank())+scale_fill_manual(values=c("#3C3B6E","#FFC425"))+scale_x_continuous(breaks=seq(2025,2060,by=5))+scale_y_continuous(breaks=c(seq(0,50000,by=1500),13000),labels = label_comma())
-ggsave( filename = "./Results/Employment.png",  plot = REMI_EMPLOYMENT_PLOT ,  width = 8.5,  height = 11*(2/4),  units = "in", dpi = 600)
+IMPLAN_EMPLOY <- DATA %>% filter(Impact=='Employment',Source=='IMPLAN') %>% group_by(Year,Region,Impact) %>% summarize(value=sum(value)) %>% ungroup
+IMPLAN_EMPLOY <- rbind(IMPLAN_EMPLOY, IMPLAN_EMPLOY  %>% left_join(ADJUST) %>% mutate(value=value*RATIO,Region='US') %>% select(-RATIO))
+IMPLAN_EMPLOY$Region <- factor(ifelse(IMPLAN_EMPLOY$Region=="WY",'Wyoming',"Rest of United States"),levels=rev(c("Wyoming","Rest of United States")))
+ IMPLAN_EMPLOYMENT_PLOT <- ggplot(IMPLAN_EMPLOY ,aes(x=Year,y=value,fill=Region,group=Region))+geom_area()+ylab("Employment (Full-Time Equivalent)")+theme_bw()+ theme(plot.title = element_text(size = 22, face = "bold"), axis.title = element_text(size = 18),axis.text  = element_text(size = 16),legend.text = element_text(size = 14),strip.text = element_text(size = 14),legend.position="top")+  theme(legend.title=element_blank())+scale_fill_manual(values=c("#3C3B6E","#FFC425"))+scale_x_continuous(breaks=seq(2025,2060,by=5))+scale_y_continuous(breaks=c(seq(0,50000,by=1500),13000),labels = label_comma())
+ggsave( filename = "./Results/Employment.png",  plot = IMPLAN_EMPLOYMENT_PLOT ,  width = 8.5,  height = 11*(2/4),  units = "in", dpi = 600)
 ################IMPLAN
 IMPLAN$Year %>% unique
 IMPLAN <- rbind(IMPLAN,      rbind(IMPLAN %>% filter(Year==2030) %>% mutate(value=0,Year=2025),IMPLAN %>% filter(Year==2030) %>% mutate(value=0,Year=2026),IMPLAN %>% filter(Year==2030) %>% mutate(value=0,Year=2027)))
 
-REMI <- GET_REMI_DATA()
-DATA <- rbind(IMPLAN,REMI)
+IMPLAN <- GET_IMPLAN_DATA()
+DATA <- rbind(IMPLAN,IMPLAN)
 DATA
 ggplot(DATA %>% filter(Region=='WY'),aes(x=Year,y=value,color=Type,linetype=Source))+geom_line()+facet_wrap(~Impact)
 DATA
 TOTAL_DATA <- DATA %>% filter(Region=='WY',Impact!='Employment') %>% group_by(Year,Impact,Source) %>% summarize(value=sum(value)) %>% ungroup
 
 TOTAL_DATA$Impact <- factor(TOTAL_DATA$Impact,levels=c('Output','Value Added','Income'))
-REMI_IMPLAN <- ggplot(TOTAL_DATA ,aes(x=Year,y=value/10^9,color=Source,linetype=Source))+geom_line()+facet_wrap(~Impact,ncol=1)+theme_bw()+ theme(plot.title = element_text(size = 22, face = "bold"), axis.title = element_text(size = 18),axis.text  = element_text(size = 16),legend.text = element_text(size = 14),strip.text = element_text(size = 14),legend.position="top")+  theme(legend.title=element_blank())+scale_fill_manual(values=c("#3C3B6E","#FFC425"))+scale_x_continuous(breaks=seq(2025,2060,by=5))+scale_y_continuous(breaks=seq(0,5000,by=0.5))+ylab("Billion USD")
+IMPLAN_IMPLAN <- ggplot(TOTAL_DATA ,aes(x=Year,y=value/10^9,color=Source,linetype=Source))+geom_line()+facet_wrap(~Impact,ncol=1)+theme_bw()+ theme(plot.title = element_text(size = 22, face = "bold"), axis.title = element_text(size = 18),axis.text  = element_text(size = 16),legend.text = element_text(size = 14),strip.text = element_text(size = 14),legend.position="top")+  theme(legend.title=element_blank())+scale_fill_manual(values=c("#3C3B6E","#FFC425"))+scale_x_continuous(breaks=seq(2025,2060,by=5))+scale_y_continuous(breaks=seq(0,5000,by=0.5))+ylab("Billion USD")
 
-ggsave( filename = "./Results/REMI_IMPLAN_COMP.png",  plot = REMI_IMPLAN ,  width = 8.5,  height = 11*(2/4),  units = "in", dpi = 600)
+ggsave( filename = "./Results/IMPLAN_IMPLAN_COMP.png",  plot = IMPLAN_IMPLAN ,  width = 8.5,  height = 11*(2/4),  units = "in", dpi = 600)