Cleanup and add multipliers data

ARMA_Pop.r

@@ -5,11 +5,18 @@ source("Scripts/Functions.r")
 #source("Scripts/Load_Wyoming_Web_Data.r")
 
 DF <- FRED_GET('WYLINC3POP','LN_POP') %>% select(-YEAR)
+
 TS <- 1000*ts(DF,start=c(1970),end=c(2024),frequency=1)
 BC <- BoxCox.lambda(TS)
 MODEL <- auto.arima(TS, lambda = BC)
 forecast(MODEL,h=20)
 plot(forecast(MODEL,h=35),main="Lincoln County Population Forecast")
+####Employment to pop ratio
+EMP <- FRED_GET('LAUCN560230000000005','EMP') %>% inner_join(FRED_GET('WYLINC3POP','LN_POP')) %>% mutate(LN_POP=1000*LN_POP)
+EMP <- EMP %>% mutate(RATIO=LN_POP/EMP)
+ggplot(aes(x=YEAR,y=RATIO),data=EMP)+geom_line()
+AVG_POP_RATIO <- mean(EMP$RATIO)
+SD_POP_RATIO <- sd(EMP$RATIO)
 
 #####Plan and ideas
 #1) Review IMPLAN for industry multipliers
@@ -19,6 +26,9 @@ plot(forecast(MODEL,h=35),main="Lincoln County Population Forecast")
 #5) Develop survey to estimate likelihood of new projects
 #6) Compare to the ARMA percentile
 #7) Adjust the ARMA up assuming some of these outputs are known.
+#8) Occupancy rate from IMPLAN as a housing cap when projecting
+#9) Model housing construciton rate (Maybe) 
+#10) Employment rate by age in IMPLAN
 ####Other ideas, develop larger plan? Maybe look at decline in other industries as a proportion of employment
 
 ###Seperate out Kemmer and Diamondville? http://eadiv.state.wy.us/pop/wyc&sc40.htm

Data/Lincolin_County_Emp_Multipliers.csv

@@ -0,0 +1,529 @@
+,Display Code,Display Description,Indirect Multiplier,Type I Multiplier,Induced Multiplier,Type Sam Multiplier
+1,1,Oilseed farming,0.000000,0.000000,0.000000,0.000000
+2,2,Grain farming,2.793264,3.793264,0.161289,3.954553
+3,3,Vegetable and melon farming,0.248576,1.248576,0.113070,1.361646
+4,4,Fruit farming,0.042542,1.042542,0.055731,1.098272
+5,5,Tree nut farming,0.000000,0.000000,0.000000,0.000000
+6,6,"Greenhouse, nursery, and floriculture production",0.027174,1.027174,0.072459,1.099633
+7,7,Tobacco farming,0.000000,0.000000,0.000000,0.000000
+8,8,Cotton farming,0.000000,0.000000,0.000000,0.000000
+9,9,Sugarcane and sugar beet farming,0.623988,1.623988,0.160790,1.784778
+10,10,All other crop farming,0.157906,1.157906,0.034749,1.192655
+11,11,"Beef cattle ranching and farming, including feedlots and dual-purpose ranching and farming",0.545660,1.545660,0.126838,1.672498
+12,12,Dairy cattle and milk production,0.589135,1.589135,0.084466,1.673601
+13,13,Poultry and egg production,1.059803,2.059803,0.190584,2.250388
+14,14,"Animal production, except cattle and poultry and eggs",0.010099,1.010099,0.096977,1.107076
+15,15,"Forestry, forest products, and timber tract production",0.000000,0.000000,0.000000,0.000000
+16,16,Commercial logging,0.067148,1.067148,0.208375,1.275524
+17,17,Commercial fishing,0.000000,0.000000,0.000000,0.000000
+18,18,Commercial hunting and trapping,0.034203,1.034203,0.128425,1.162629
+19,19,Support activities for agriculture and forestry,0.003636,1.003636,0.003763,1.007399
+20,20,Oil and gas extraction,0.676203,1.676203,0.515747,2.191950
+21,21,Coal mining,1.008674,2.008674,0.355620,2.364294
+22,22,"Copper, nickel, lead, and zinc mining",0.000000,0.000000,0.000000,0.000000
+23,23,Iron ore mining,0.000000,0.000000,0.000000,0.000000
+24,24,Gold ore and silver ore mining,0.000000,0.000000,0.000000,0.000000
+25,25,Other metal ore mining,0.000000,0.000000,0.000000,0.000000
+26,26,Stone mining and quarrying,0.457447,1.457447,0.129848,1.587295
+27,27,Sand and gravel mining,0.323733,1.323733,0.134559,1.458291
+28,28,"Other clay, ceramic, refractory minerals mining",0.000000,0.000000,0.000000,0.000000
+29,29,Other nonmetallic mineral mining and quarrying,0.380553,1.380553,0.174412,1.554965
+30,30,Drilling oil and gas wells,0.000000,0.000000,0.000000,0.000000
+31,31,Support activities for oil and gas operations,0.266267,1.266267,0.215332,1.481599
+32,32,Metal mining services,0.162947,1.162947,0.451945,1.614892
+33,33,Other nonmetallic minerals services,0.531731,1.531731,0.495583,2.027314
+34,34,Electric power generation - Hydroelectric,0.000000,0.000000,0.000000,0.000000
+35,35,Electric power generation - Fossil  fuel,1.081058,2.081058,0.531226,2.612285
+36,36,Electric power generation - Nuclear,0.000000,0.000000,0.000000,0.000000
+37,37,Electric power generation - Solar,0.529002,1.529002,0.517979,2.046981
+38,38,Electric power generation - Wind,0.000000,0.000000,0.000000,0.000000
+39,39,Electric power generation - Geothermal,0.000000,0.000000,0.000000,0.000000
+40,40,Electric power generation - Biomass,0.000000,0.000000,0.000000,0.000000
+41,41,Electric power generation - All other,0.000000,0.000000,0.000000,0.000000
+42,42,Electric power transmission and distribution,1.269452,2.269452,0.675276,2.944727
+43,43,Natural gas distribution,0.756996,1.756996,0.428258,2.185253
+44,44,"Water, sewage and other systems",0.317473,1.317473,0.186296,1.503769
+45,45,Construction of new health care structures,0.069472,1.069472,0.157240,1.226712
+46,46,Construction of new manufacturing structures,0.174360,1.174360,0.168335,1.342695
+47,47,Construction of new power and communication structures,0.092990,1.092990,0.178575,1.271566
+48,48,Construction of new educational and vocational structures,0.079007,1.079007,0.158623,1.237631
+49,49,Construction of new highways and streets,0.129623,1.129623,0.163753,1.293376
+50,50,"Construction of new commercial structures, including farm structures",0.128412,1.128412,0.162039,1.290451
+51,51,Construction of other new nonresidential structures,0.129510,1.129510,0.160589,1.290099
+52,52,Construction of new single-family residential structures,0.212403,1.212403,0.168975,1.381378
+53,53,Construction of new multifamily residential structures,0.270765,1.270765,0.173099,1.443865
+54,54,Construction of other new residential structures,0.479250,1.479250,0.192772,1.672022
+55,55,Maintenance and repair construction of nonresidential structures,0.242106,1.242106,0.172951,1.415057
+56,56,Maintenance and repair construction of residential structures,0.191439,1.191439,0.157503,1.348943
+57,57,"Maintenance and repair construction of highways, streets, bridges, and tunnels",0.303950,1.303950,0.179591,1.483541
+58,58,Dog and cat food manufacturing,0.000000,0.000000,0.000000,0.000000
+59,59,Other animal food manufacturing,0.000000,0.000000,0.000000,0.000000
+60,60,Flour milling,0.000000,0.000000,0.000000,0.000000
+61,61,Rice milling,0.000000,0.000000,0.000000,0.000000
+62,62,Malt manufacturing,0.000000,0.000000,0.000000,0.000000
+63,63,Wet corn milling,0.000000,0.000000,0.000000,0.000000
+64,64,Soybean and other oilseed processing,0.000000,0.000000,0.000000,0.000000
+65,65,Fats and oils refining and blending,0.000000,0.000000,0.000000,0.000000
+66,66,Breakfast cereal manufacturing,0.000000,0.000000,0.000000,0.000000
+67,67,Beet sugar manufacturing,0.000000,0.000000,0.000000,0.000000
+68,68,Sugar cane mills and refining,0.000000,0.000000,0.000000,0.000000
+69,69,Nonchocolate confectionery manufacturing,0.000000,0.000000,0.000000,0.000000
+70,70,Chocolate and confectionery manufacturing from cacao beans,0.000000,0.000000,0.000000,0.000000
+71,71,Confectionery manufacturing from purchased chocolate,0.000000,0.000000,0.000000,0.000000
+72,72,"Frozen fruits, juices and vegetables manufacturing",0.000000,0.000000,0.000000,0.000000
+73,73,Frozen specialties manufacturing,0.000000,0.000000,0.000000,0.000000
+74,74,Canned fruits and vegetables manufacturing,0.000000,0.000000,0.000000,0.000000
+75,75,Canned specialties,0.000000,0.000000,0.000000,0.000000
+76,76,Dehydrated food products manufacturing,0.000000,0.000000,0.000000,0.000000
+77,77,Cheese manufacturing,0.000000,0.000000,0.000000,0.000000
+78,78,"Dry, condensed, and evaporated dairy product manufacturing",0.000000,0.000000,0.000000,0.000000
+79,79,Fluid milk manufacturing,0.000000,0.000000,0.000000,0.000000
+80,80,Creamery butter manufacturing,0.000000,0.000000,0.000000,0.000000
+81,81,Ice cream and frozen dessert manufacturing,0.000000,0.000000,0.000000,0.000000
+82,82,Frozen cakes and other pastries manufacturing,0.155970,1.155970,0.095031,1.251001
+83,83,Poultry processing,0.000000,0.000000,0.000000,0.000000
+84,84,"Animal, except poultry, slaughtering",0.000000,0.000000,0.000000,0.000000
+85,85,Meat processed from carcasses,2.116938,3.116938,0.226818,3.343756
+86,86,Rendering and meat byproduct processing,0.000000,0.000000,0.000000,0.000000
+87,87,Seafood product preparation and packaging,0.000000,0.000000,0.000000,0.000000
+88,88,"Bread and bakery product, except frozen, manufacturing",0.165446,1.165446,0.085849,1.251296
+89,89,Cookie and cracker manufacturing,0.000000,0.000000,0.000000,0.000000
+90,90,"Dry pasta, mixes, and dough manufacturing",0.000000,0.000000,0.000000,0.000000
+91,91,Tortilla manufacturing,0.000000,0.000000,0.000000,0.000000
+92,92,Roasted nuts and peanut butter manufacturing,1.714704,2.714704,0.311627,3.026331
+93,93,Other snack food manufacturing,1.429227,2.429227,0.229114,2.658341
+94,94,Coffee and tea manufacturing,0.000000,0.000000,0.000000,0.000000
+95,95,Flavoring syrup and concentrate manufacturing,0.000000,0.000000,0.000000,0.000000
+96,96,"Mayonnaise, dressing, and sauce manufacturing",0.000000,0.000000,0.000000,0.000000
+97,97,Spice and extract manufacturing,0.000000,0.000000,0.000000,0.000000
+98,98,All other food manufacturing,0.000000,0.000000,0.000000,0.000000
+99,99,Bottled and canned soft drinks and water,0.000000,0.000000,0.000000,0.000000
+100,100,Manufactured ice,0.000000,0.000000,0.000000,0.000000
+101,101,Breweries,0.378749,1.378749,0.113625,1.492375
+102,102,Wineries,0.000000,0.000000,0.000000,0.000000
+103,103,Distilleries,0.000000,0.000000,0.000000,0.000000
+104,104,Tobacco manufacturing,0.000000,0.000000,0.000000,0.000000
+105,105,"Fiber, yarn, and thread mills",0.000000,0.000000,0.000000,0.000000
+106,106,Broadwoven fabric mills,0.000000,0.000000,0.000000,0.000000
+107,107,Narrow fabric mills and schiffli machine embroidery,0.142671,1.142671,0.151975,1.294646
+108,108,Nonwoven fabric mills,0.000000,0.000000,0.000000,0.000000
+109,109,Knit fabric mills,0.000000,0.000000,0.000000,0.000000
+110,110,Textile and fabric finishing mills,0.000000,0.000000,0.000000,0.000000
+111,111,Fabric coating mills,0.000000,0.000000,0.000000,0.000000
+112,112,Carpet and rug mills,0.000000,0.000000,0.000000,0.000000
+113,113,Curtain and linen mills,0.000000,0.000000,0.000000,0.000000
+114,114,Textile bag and canvas mills,0.000000,0.000000,0.000000,0.000000
+115,115,"Rope, cordage, twine, tire cord and tire fabric mills",0.000000,0.000000,0.000000,0.000000
+116,116,Other textile product mills,0.142934,1.142934,-0.001646,1.141288
+117,117,Apparel knitting mills,0.000000,0.000000,0.000000,0.000000
+118,118,Cut and sew apparel contractors,0.000000,0.000000,0.000000,0.000000
+119,119,Cut and sew apparel manufacturing (except contractors),0.092547,1.092547,-0.000599,1.091947
+120,120,Apparel accessories and other apparel manufacturing,0.000000,0.000000,0.000000,0.000000
+121,121,Leather and hide tanning and finishing,0.000000,0.000000,0.000000,0.000000
+122,122,Footwear manufacturing,0.000000,0.000000,0.000000,0.000000
+123,123,Other leather and allied product manufacturing,0.114857,1.114857,0.015760,1.130616
+124,124,Sawmills,0.000000,0.000000,0.000000,0.000000
+125,125,Wood preservation,0.000000,0.000000,0.000000,0.000000
+126,126,Veneer and plywood manufacturing,0.000000,0.000000,0.000000,0.000000
+127,127,Engineered wood member and truss manufacturing,0.341443,1.341443,0.161128,1.502571
+128,128,Reconstituted wood product manufacturing,0.000000,0.000000,0.000000,0.000000
+129,129,Wood windows and door manufacturing,0.000000,0.000000,0.000000,0.000000
+130,130,"Cut stock, resawing lumber, and planing",0.000000,0.000000,0.000000,0.000000
+131,131,"Other millwork, including flooring",0.000000,0.000000,0.000000,0.000000
+132,132,Wood container and pallet manufacturing,0.000000,0.000000,0.000000,0.000000
+133,133,Manufactured home (mobile home) manufacturing,0.000000,0.000000,0.000000,0.000000
+134,134,Prefabricated wood building manufacturing,0.000000,0.000000,0.000000,0.000000
+135,135,All other miscellaneous wood product manufacturing,0.000000,0.000000,0.000000,0.000000
+136,136,Pulp mills,0.000000,0.000000,0.000000,0.000000
+137,137,Paper mills,0.000000,0.000000,0.000000,0.000000
+138,138,Paperboard mills,0.000000,0.000000,0.000000,0.000000
+139,139,Paperboard container manufacturing,0.000000,0.000000,0.000000,0.000000
+140,140,Paper bag and coated and treated paper manufacturing,0.000000,0.000000,0.000000,0.000000
+141,141,Stationery product manufacturing,0.000000,0.000000,0.000000,0.000000
+142,142,Sanitary paper product manufacturing,0.000000,0.000000,0.000000,0.000000
+143,143,All other converted paper product manufacturing,0.000000,0.000000,0.000000,0.000000
+144,144,Printing,0.119309,1.119309,0.044160,1.163469
+145,145,Support activities for printing,0.000000,0.000000,0.000000,0.000000
+146,146,Petroleum refineries,8.378194,9.378194,2.632990,12.011184
+147,147,Asphalt paving mixture and block manufacturing,0.000000,0.000000,0.000000,0.000000
+148,148,Asphalt shingle and coating materials manufacturing,0.000000,0.000000,0.000000,0.000000
+149,149,Petroleum lubricating oil and grease manufacturing,0.000000,0.000000,0.000000,0.000000
+150,150,All other petroleum and coal products manufacturing,0.000000,0.000000,0.000000,0.000000
+151,151,Petrochemical manufacturing,0.000000,0.000000,0.000000,0.000000
+152,152,Industrial gas manufacturing,0.000000,0.000000,0.000000,0.000000
+153,153,Synthetic dye and pigment manufacturing,0.000000,0.000000,0.000000,0.000000
+154,154,Other basic inorganic chemical manufacturing,0.000000,0.000000,0.000000,0.000000
+155,155,Other basic organic chemical manufacturing,0.000000,0.000000,0.000000,0.000000
+156,156,Plastics material and resin manufacturing,0.000000,0.000000,0.000000,0.000000
+157,157,Synthetic rubber manufacturing,0.000000,0.000000,0.000000,0.000000
+158,158,Artificial and synthetic fibers and filaments manufacturing,0.000000,0.000000,0.000000,0.000000
+159,159,Nitrogenous fertilizer manufacturing,0.000000,0.000000,0.000000,0.000000
+160,160,Phosphatic fertilizer manufacturing,0.000000,0.000000,0.000000,0.000000
+161,161,Fertilizer mixing,0.000000,0.000000,0.000000,0.000000
+162,162,Pesticide and other agricultural chemical manufacturing,0.000000,0.000000,0.000000,0.000000
+163,163,Medicinal and botanical manufacturing,0.000000,0.000000,0.000000,0.000000
+164,164,Pharmaceutical preparation manufacturing,0.506687,1.506687,0.205683,1.712369
+165,165,In-vitro diagnostic substance manufacturing,0.000000,0.000000,0.000000,0.000000
+166,166,Biological product (except diagnostic) manufacturing,0.000000,0.000000,0.000000,0.000000
+167,167,Paint and coating manufacturing,0.000000,0.000000,0.000000,0.000000
+168,168,Adhesive manufacturing,0.000000,0.000000,0.000000,0.000000
+169,169,Soap and other detergent manufacturing,0.000000,0.000000,0.000000,0.000000
+170,170,Polish and other sanitation good manufacturing,0.000000,0.000000,0.000000,0.000000
+171,171,Surface active agent manufacturing,0.000000,0.000000,0.000000,0.000000
+172,172,Toilet preparation manufacturing,0.000000,0.000000,0.000000,0.000000
+173,173,Printing ink manufacturing,0.000000,0.000000,0.000000,0.000000
+174,174,Explosives manufacturing,0.000000,0.000000,0.000000,0.000000
+175,175,Custom compounding of purchased resins,0.000000,0.000000,0.000000,0.000000
+176,176,Photographic film and chemical manufacturing,0.000000,0.000000,0.000000,0.000000
+177,177,Other miscellaneous chemical product manufacturing,0.000000,0.000000,0.000000,0.000000
+178,178,Plastics packaging materials and unlaminated film and sheet manufacturing,0.000000,0.000000,0.000000,0.000000
+179,179,Unlaminated plastics profile shape manufacturing,0.000000,0.000000,0.000000,0.000000
+180,180,Plastics pipe and pipe fitting manufacturing,0.000000,0.000000,0.000000,0.000000
+181,181,"Laminated plastics plate, sheet (except packaging), and shape manufacturing",0.000000,0.000000,0.000000,0.000000
+182,182,Polystyrene foam product manufacturing,0.000000,0.000000,0.000000,0.000000
+183,183,Urethane and other foam product (except polystyrene) manufacturing,0.000000,0.000000,0.000000,0.000000
+184,184,Plastics bottle manufacturing,0.000000,0.000000,0.000000,0.000000
+185,185,Other plastics product manufacturing,0.292296,1.292296,0.112821,1.405117
+186,186,Tire manufacturing,0.000000,0.000000,0.000000,0.000000
+187,187,Rubber and plastics hoses and belting manufacturing,0.000000,0.000000,0.000000,0.000000
+188,188,Other rubber product manufacturing,0.000000,0.000000,0.000000,0.000000
+189,189,"Pottery, ceramics, and plumbing fixture manufacturing",0.000000,0.000000,0.000000,0.000000
+190,190,"Brick, tile, and other structural clay product manufacturing",0.000000,0.000000,0.000000,0.000000
+191,191,Flat glass manufacturing,0.000000,0.000000,0.000000,0.000000
+192,192,Other pressed and blown glass and glassware manufacturing,0.000000,0.000000,0.000000,0.000000
+193,193,Glass container manufacturing,0.000000,0.000000,0.000000,0.000000
+194,194,Glass product manufacturing made of purchased glass,0.000000,0.000000,0.000000,0.000000
+195,195,Cement manufacturing,0.000000,0.000000,0.000000,0.000000
+196,196,Ready-mix concrete manufacturing,0.733975,1.733975,0.087300,1.821275
+197,197,Concrete block and brick manufacturing,0.000000,0.000000,0.000000,0.000000
+198,198,Concrete pipe manufacturing,0.000000,0.000000,0.000000,0.000000
+199,199,Other concrete product manufacturing,0.000000,0.000000,0.000000,0.000000
+200,200,Lime manufacturing,0.000000,0.000000,0.000000,0.000000
+201,201,Gypsum product manufacturing,0.000000,0.000000,0.000000,0.000000
+202,202,Abrasive product manufacturing,0.000000,0.000000,0.000000,0.000000
+203,203,Cut stone and stone product manufacturing,0.000000,0.000000,0.000000,0.000000
+204,204,Ground or treated mineral and earth manufacturing,0.000000,0.000000,0.000000,0.000000
+205,205,Mineral wool manufacturing,0.000000,0.000000,0.000000,0.000000
+206,206,Miscellaneous nonmetallic mineral products manufacturing,0.000000,0.000000,0.000000,0.000000
+207,207,Iron and steel mills and ferroalloy manufacturing,0.000000,0.000000,0.000000,0.000000
+208,208,"Iron, steel pipe and tube manufacturing from purchased steel",0.584107,1.584107,2.190493,3.774600
+209,209,Rolled steel shape manufacturing,0.000000,0.000000,0.000000,0.000000
+210,210,Steel wire drawing,0.000000,0.000000,0.000000,0.000000
+211,211,Alumina refining and primary aluminum production,0.000000,0.000000,0.000000,0.000000
+212,212,Secondary smelting and alloying of aluminum,0.000000,0.000000,0.000000,0.000000
+213,213,"Aluminum sheet, plate, and foil manufacturing",0.000000,0.000000,0.000000,0.000000
+214,214,"Other aluminum rolling, drawing and extruding",0.000000,0.000000,0.000000,0.000000
+215,215,Nonferrous metal (exc aluminum) smelting and refining,0.000000,0.000000,0.000000,0.000000
+216,216,"Copper rolling, drawing, extruding and alloying",0.000000,0.000000,0.000000,0.000000
+217,217,"Nonferrous metal, except copper and aluminum, shaping",0.000000,0.000000,0.000000,0.000000
+218,218,Secondary processing of other nonferrous metals,0.000000,0.000000,0.000000,0.000000
+219,219,Ferrous metal foundries,0.000000,0.000000,0.000000,0.000000
+220,220,Nonferrous metal foundries,0.000000,0.000000,0.000000,0.000000
+221,221,Custom roll forming,0.000000,0.000000,0.000000,0.000000
+222,222,"Metal crown, closure, and other metal stamping (except automotive)",0.000000,0.000000,0.000000,0.000000
+223,223,Iron and steel forging,0.000000,0.000000,0.000000,0.000000
+224,224,Nonferrous forging,0.000000,0.000000,0.000000,0.000000
+225,225,"Cutlery, utensil, pot, and pan manufacturing",0.000000,0.000000,0.000000,0.000000
+226,226,Handtool manufacturing,0.000000,0.000000,0.000000,0.000000
+227,227,Prefabricated metal buildings and components manufacturing,0.000000,0.000000,0.000000,0.000000
+228,228,Fabricated structural metal manufacturing,0.000000,0.000000,0.000000,0.000000
+229,229,Plate work manufacturing,0.000000,0.000000,0.000000,0.000000
+230,230,Metal window and door manufacturing,0.000000,0.000000,0.000000,0.000000
+231,231,Sheet metal work manufacturing,0.000000,0.000000,0.000000,0.000000
+232,232,Ornamental and architectural metal work manufacturing,0.000000,0.000000,0.000000,0.000000
+233,233,Power boiler and heat exchanger manufacturing,0.000000,0.000000,0.000000,0.000000
+234,234,Metal tank (heavy gauge) manufacturing,0.000000,0.000000,0.000000,0.000000
+235,235,Metal cans manufacturing,0.000000,0.000000,0.000000,0.000000
+236,236,"Metal barrels, drums and pails manufacturing",0.000000,0.000000,0.000000,0.000000
+237,237,Hardware manufacturing,0.000000,0.000000,0.000000,0.000000
+238,238,Spring and wire product manufacturing,0.000000,0.000000,0.000000,0.000000
+239,239,Machine shops,0.195385,1.195385,0.125875,1.321259
+240,240,"Turned product and screw, nut, and bolt manufacturing",0.000000,0.000000,0.000000,0.000000
+241,241,Metal heat treating,0.000000,0.000000,0.000000,0.000000
+242,242,Metal coating and nonprecious engraving,0.000000,0.000000,0.000000,0.000000
+243,243,"Electroplating, anodizing, and coloring metal",0.163145,1.163145,0.123320,1.286464
+244,244,"Valve and fittings, other than plumbing, manufacturing",0.000000,0.000000,0.000000,0.000000
+245,245,Plumbing fixture fitting and trim manufacturing,0.000000,0.000000,0.000000,0.000000
+246,246,Ball and roller bearing manufacturing,0.000000,0.000000,0.000000,0.000000
+247,247,Small arms ammunition manufacturing,0.000000,0.000000,0.000000,0.000000
+248,248,"Ammunition, except for small arms, manufacturing",0.000000,0.000000,0.000000,0.000000
+249,249,"Small arms, ordnance, and accessories manufacturing",0.444710,1.444710,0.151699,1.596408
+250,250,Fabricated pipe and pipe fitting manufacturing,0.000000,0.000000,0.000000,0.000000
+251,251,Other fabricated metal manufacturing,0.000000,0.000000,0.000000,0.000000
+252,252,Farm machinery and equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+253,253,Lawn and garden equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+254,254,Construction machinery manufacturing,0.000000,0.000000,0.000000,0.000000
+255,255,Mining machinery and equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+256,256,Oil and gas field machinery and equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+257,257,Semiconductor machinery manufacturing,0.000000,0.000000,0.000000,0.000000
+258,258,Food product machinery manufacturing,0.000000,0.000000,0.000000,0.000000
+259,259,"Sawmill, woodworking, and paper machinery",0.000000,0.000000,0.000000,0.000000
+260,260,All other industrial machinery manufacturing,0.000000,0.000000,0.000000,0.000000
+261,261,Commercial and service industry machinery manufacturing,0.000000,0.000000,0.000000,0.000000
+262,262,Industrial and commercial fan and blower and air purification equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+263,263,Heating equipment (except warm air furnaces) manufacturing,0.000000,0.000000,0.000000,0.000000
+264,264,"Air conditioning, refrigeration, and warm air heating equipment manufacturing",0.000000,0.000000,0.000000,0.000000
+265,265,Industrial mold manufacturing,0.000000,0.000000,0.000000,0.000000
+266,266,"Special tool, die, jig, and fixture manufacturing",0.000000,0.000000,0.000000,0.000000
+267,267,Cutting tool and machine tool accessory manufacturing,0.000000,0.000000,0.000000,0.000000
+268,268,Machine tool manufacturing,0.000000,0.000000,0.000000,0.000000
+269,269,Rolling mill and other metalworking machinery manufacturing,0.000000,0.000000,0.000000,0.000000
+270,270,Turbine and turbine generator set units manufacturing,0.000000,0.000000,0.000000,0.000000
+271,271,"Speed changer, industrial high-speed drive, and gear manufacturing",0.000000,0.000000,0.000000,0.000000
+272,272,Mechanical power transmission equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+273,273,Other engine equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+274,274,"Measuring, dispensing, and other pumping equipment manufacturing",0.000000,0.000000,0.000000,0.000000
+275,275,Air and gas compressor manufacturing,0.000000,0.000000,0.000000,0.000000
+276,276,Elevator and moving stairway manufacturing,0.000000,0.000000,0.000000,0.000000
+277,277,Conveyor and conveying equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+278,278,"Overhead cranes, hoists, and monorail systems manufacturing",0.000000,0.000000,0.000000,0.000000
+279,279,"Industrial truck, trailer, and stacker manufacturing",0.000000,0.000000,0.000000,0.000000
+280,280,Power-driven handtool manufacturing,0.000000,0.000000,0.000000,0.000000
+281,281,Welding and soldering equipment manufacturing,0.437190,1.437190,0.093113,1.530303
+282,282,Packaging machinery manufacturing,0.000000,0.000000,0.000000,0.000000
+283,283,Industrial process furnace and oven manufacturing,0.000000,0.000000,0.000000,0.000000
+284,284,Fluid power cylinder and actuator manufacturing,0.000000,0.000000,0.000000,0.000000
+285,285,Fluid power pump and motor manufacturing,0.000000,0.000000,0.000000,0.000000
+286,286,"Scales, balances, and miscellaneous general purpose machinery manufacturing",0.000000,0.000000,0.000000,0.000000
+287,287,Electronic computer manufacturing,0.000000,0.000000,0.000000,0.000000
+288,288,Computer storage device manufacturing,0.000000,0.000000,0.000000,0.000000
+289,289,Computer terminals and other computer peripheral equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+290,290,Telephone apparatus manufacturing,0.000000,0.000000,0.000000,0.000000
+291,291,Broadcast and wireless communications equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+292,292,Other communications equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+293,293,Audio and video equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+294,294,Printed circuit assembly (electronic assembly) manufacturing,0.000000,0.000000,0.000000,0.000000
+295,295,Bare printed circuit board manufacturing,0.000000,0.000000,0.000000,0.000000
+296,296,Semiconductor and related device manufacturing,0.000000,0.000000,0.000000,0.000000
+297,297,"Capacitor, resistor, coil, transformer, and other inductor manufacturing",0.000000,0.000000,0.000000,0.000000
+298,298,Electronic connector manufacturing,0.000000,0.000000,0.000000,0.000000
+299,299,Other electronic component manufacturing,0.000000,0.000000,0.000000,0.000000
+300,300,Electromedical and electrotherapeutic apparatus manufacturing,0.000000,0.000000,0.000000,0.000000
+301,301,"Search, detection, and navigation instruments manufacturing",0.000000,0.000000,0.000000,0.000000
+302,302,Automatic environmental control manufacturing,0.000000,0.000000,0.000000,0.000000
+303,303,Industrial process variable instruments manufacturing,0.000000,0.000000,0.000000,0.000000
+304,304,Totalizing fluid meter and counting device manufacturing,0.000000,0.000000,0.000000,0.000000
+305,305,Electricity and signal testing instruments manufacturing,0.000000,0.000000,0.000000,0.000000
+306,306,Analytical laboratory instrument manufacturing,0.328217,1.328217,0.187188,1.515405
+307,307,Irradiation apparatus manufacturing,0.000000,0.000000,0.000000,0.000000
+308,308,"Watch, clock, and other measuring and controlling device manufacturing",0.000000,0.000000,0.000000,0.000000
+309,309,Manufacturing and reproducing magnetic and optical media,0.000000,0.000000,0.000000,0.000000
+310,310,Electric lamp bulb and part manufacturing,0.000000,0.000000,0.000000,0.000000
+311,311,Lighting fixture manufacturing,0.000000,0.000000,0.000000,0.000000
+312,312,Small electrical appliance manufacturing,0.000000,0.000000,0.000000,0.000000
+313,313,Major household appliance manufacturing,0.000000,0.000000,0.000000,0.000000
+314,314,"Power, distribution, and specialty transformer manufacturing",0.000000,0.000000,0.000000,0.000000
+315,315,Motor and generator manufacturing,0.308783,1.308783,0.043052,1.351835
+316,316,Switchgear and switchboard apparatus manufacturing,0.000000,0.000000,0.000000,0.000000
+317,317,Relay and industrial control manufacturing,0.000000,0.000000,0.000000,0.000000
+318,318,Battery manufacturing,0.000000,0.000000,0.000000,0.000000
+319,319,Fiber optic cable manufacturing,0.000000,0.000000,0.000000,0.000000
+320,320,Other communication and energy wire manufacturing,0.000000,0.000000,0.000000,0.000000
+321,321,Wiring device manufacturing,0.000000,0.000000,0.000000,0.000000
+322,322,Carbon and graphite product manufacturing,0.000000,0.000000,0.000000,0.000000
+323,323,All other miscellaneous electrical equipment and component manufacturing,0.000000,0.000000,0.000000,0.000000
+324,324,Automobile and light duty motor vehicle manufacturing,0.000000,0.000000,0.000000,0.000000
+325,325,Heavy duty truck manufacturing,0.000000,0.000000,0.000000,0.000000
+326,326,Motor vehicle body manufacturing,0.000000,0.000000,0.000000,0.000000
+327,327,Truck trailer manufacturing,0.000000,0.000000,0.000000,0.000000
+328,328,Motor home manufacturing,0.000000,0.000000,0.000000,0.000000
+329,329,Travel trailer and camper manufacturing,0.000000,0.000000,0.000000,0.000000
+330,330,Motor vehicle gasoline engine and engine parts manufacturing,0.000000,0.000000,0.000000,0.000000
+331,331,Motor vehicle electrical and electronic equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+332,332,Motor vehicle transmission and power train parts manufacturing,0.000000,0.000000,0.000000,0.000000
+333,333,Motor vehicle seating and interior trim manufacturing,0.000000,0.000000,0.000000,0.000000
+334,334,Motor vehicle metal stamping,0.000000,0.000000,0.000000,0.000000
+335,335,Other motor vehicle parts manufacturing,0.000000,0.000000,0.000000,0.000000
+336,336,"Motor vehicle steering, suspension component (except spring), and brake systems manufacturing",0.000000,0.000000,0.000000,0.000000
+337,337,Aircraft manufacturing,0.112991,1.112991,0.369855,1.482845
+338,338,Aircraft engine and engine parts manufacturing,0.000000,0.000000,0.000000,0.000000
+339,339,Other aircraft parts and auxiliary equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+340,340,Guided missile and space vehicle manufacturing,0.000000,0.000000,0.000000,0.000000
+341,341,Propulsion units and parts for space vehicles and guided missiles manufacturing,0.000000,0.000000,0.000000,0.000000
+342,342,Railroad rolling stock manufacturing,0.000000,0.000000,0.000000,0.000000
+343,343,Ship building and repairing,0.000000,0.000000,0.000000,0.000000
+344,344,Boat building,0.000000,0.000000,0.000000,0.000000
+345,345,"Motorcycle, bicycle, and parts manufacturing",0.000000,0.000000,0.000000,0.000000
+346,346,"Military armored vehicle, tank, and tank component manufacturing",0.000000,0.000000,0.000000,0.000000
+347,347,All other transportation equipment manufacturing,0.000000,0.000000,0.000000,0.000000
+348,348,Wood kitchen cabinet and countertop manufacturing,0.182042,1.182042,0.080137,1.262179
+349,349,Upholstered household furniture manufacturing,0.000000,0.000000,0.000000,0.000000
+350,350,Nonupholstered wood household furniture manufacturing,0.198600,1.198600,0.065214,1.263814
+351,351,Other household nonupholstered furniture manufacturing,0.000000,0.000000,0.000000,0.000000
+352,352,Institutional furniture manufacturing,0.000000,0.000000,0.000000,0.000000
+353,353,Wood office furniture manufacturing,0.000000,0.000000,0.000000,0.000000
+354,354,Custom architectural woodwork and millwork,0.000000,0.000000,0.000000,0.000000
+355,355,"Office furniture, except wood, manufacturing",0.000000,0.000000,0.000000,0.000000
+356,356,"Showcase, partition, shelving, and locker manufacturing",0.000000,0.000000,0.000000,0.000000
+357,357,Mattress manufacturing,0.000000,0.000000,0.000000,0.000000
+358,358,Blind and shade manufacturing,0.000000,0.000000,0.000000,0.000000
+359,359,Surgical and medical instrument manufacturing,0.000000,0.000000,0.000000,0.000000
+360,360,Surgical appliance and supplies manufacturing,0.000000,0.000000,0.000000,0.000000
+361,361,Dental equipment and supplies manufacturing,0.000000,0.000000,0.000000,0.000000
+362,362,Ophthalmic goods manufacturing,0.000000,0.000000,0.000000,0.000000
+363,363,Dental laboratories,0.148742,1.148742,0.306901,1.455643
+364,364,Jewelry and silverware manufacturing,0.295631,1.295631,0.097861,1.393492
+365,365,Sporting and athletic goods manufacturing,0.418229,1.418229,0.147490,1.565719
+366,366,"Doll, toy, and game manufacturing",0.000000,0.000000,0.000000,0.000000
+367,367,Office supplies (except paper) manufacturing,0.000000,0.000000,0.000000,0.000000
+368,368,Sign manufacturing,0.000000,0.000000,0.000000,0.000000
+369,369,"Gasket, packing, and sealing device manufacturing",0.000000,0.000000,0.000000,0.000000
+370,370,Musical instrument manufacturing,0.000000,0.000000,0.000000,0.000000
+371,371,"Fasteners, buttons, needles, and pins manufacturing",0.000000,0.000000,0.000000,0.000000
+372,372,"Broom, brush, and mop manufacturing",0.000000,0.000000,0.000000,0.000000
+373,373,Burial casket manufacturing,0.097547,1.097547,0.182628,1.280175
+374,374,All other miscellaneous manufacturing,0.232434,1.232434,0.325917,1.558351
+375,375,Wholesale - Motor vehicle and motor vehicle parts and supplies,0.702411,1.702411,0.172723,1.875134
+376,376,Wholesale - Professional and commercial equipment and supplies,0.449463,1.449463,0.281309,1.730772
+377,377,Wholesale - Household appliances and electrical and electronic goods,1.496831,2.496831,0.234751,2.731582
+378,378,"Wholesale - Machinery, equipment, and supplies",0.507861,1.507861,0.162409,1.670270
+379,379,Wholesale - Other durable goods merchant wholesalers,0.695288,1.695288,0.191418,1.886705
+380,380,Wholesale - Drugs and druggists’ sundries,0.000000,0.000000,0.000000,0.000000
+381,381,Wholesale - Grocery and related product wholesalers,0.480811,1.480811,0.154442,1.635253
+382,382,Wholesale - Petroleum and petroleum products,0.860026,1.860026,0.218426,2.078452
+383,383,Wholesale - Other nondurable goods merchant wholesalers,0.719930,1.719930,0.196082,1.916013
+384,384,Wholesale - Wholesale electronic markets and agents and brokers,0.071115,1.071115,0.283728,1.354843
+385,385,Retail - Motor vehicle and parts dealers,0.220510,1.220510,0.128425,1.348935
+386,386,Retail - Furniture and home furnishings stores,0.089920,1.089920,0.056489,1.146409
+387,387,Retail - Electronics and appliance stores,0.021593,1.021593,0.075688,1.097282
+388,388,Retail - Building material and garden equipment and supplies stores,0.097328,1.097328,0.096178,1.193506
+389,389,Retail - Food and beverage stores,0.134303,1.134303,0.080742,1.215045
+390,390,Retail - Health and personal care stores,0.177526,1.177526,0.026587,1.204113
+391,391,Retail - Gasoline stores,0.200563,1.200563,0.110392,1.310955
+392,392,Retail - Clothing and clothing accessories stores,0.278156,1.278156,0.041354,1.319510
+393,393,"Retail - Sporting goods, hobby, musical instrument and book stores",0.078475,1.078475,0.031562,1.110036
+394,394,Retail - General merchandise stores,0.115032,1.115032,0.050570,1.165603
+395,395,Retail - Miscellaneous store retailers,0.156906,1.156906,0.024535,1.181441
+396,396,Air transportation,0.769222,1.769222,0.324000,2.093222
+397,397,Rail transportation,0.619505,1.619505,0.385140,2.004645
+398,398,Water transportation,0.000000,0.000000,0.000000,0.000000
+399,399,Truck transportation,0.511006,1.511006,0.180398,1.691404
+400,400,Transit and ground passenger transportation,0.128355,1.128355,0.031458,1.159813
+401,401,Pipeline transportation,0.986677,1.986677,3.858129,5.844806
+402,402,Scenic and sightseeing transportation and support activities for transportation,0.096958,1.096958,0.150296,1.247254
+403,403,Couriers and messengers,0.017638,1.017638,-0.003893,1.013745
+404,404,Warehousing and storage,0.141393,1.141393,0.068544,1.209937
+405,405,Newspaper publishers,0.151381,1.151381,0.124610,1.275991
+406,406,Periodical publishers,0.316170,1.316170,0.220503,1.536673
+407,407,Book publishers,0.717298,1.717298,0.339623,2.056921
+408,408,"Directory, mailing list, and other publishers",0.000000,0.000000,0.000000,0.000000
+409,409,Greeting card publishing,0.000000,0.000000,0.000000,0.000000
+410,410,Software publishers,0.572864,1.572864,0.429774,2.002638
+411,411,Motion picture and video industries,1.037286,2.037286,0.122144,2.159430
+412,412,Sound recording industries,0.000000,0.000000,0.000000,0.000000
+413,413,Radio and television broadcasting,0.579907,1.579907,0.451253,2.031160
+414,414,Cable and other subscription programming,2.924644,3.924644,0.455477,4.380121
+415,415,Wired telecommunications carriers,1.088190,2.088190,0.298962,2.387152
+416,416,Wireless telecommunications carriers (except satellite),0.000000,0.000000,0.000000,0.000000
+417,417,"Satellite, telecommunications resellers, and all other telecommunications",0.818176,1.818176,0.337936,2.156112
+418,418,"Data processing, hosting, and related services",0.582287,1.582287,0.202344,1.784630
+419,419,"News syndicates, libraries, archives and all other information services",0.006195,1.006195,0.260083,1.266278
+420,420,Internet publishing and broadcasting and web search portals,1.936384,2.936384,0.639088,3.575472
+421,421,Nondepository credit intermediation and related activities,0.551838,1.551838,0.237401,1.789238
+422,422,Securities and commodity contracts intermediation and brokerage,0.125680,1.125680,0.041679,1.167359
+423,423,Monetary authorities and depository credit intermediation,0.547569,1.547569,0.224944,1.772513
+424,424,Other financial investment activities,0.551634,1.551634,0.061186,1.612820
+425,425,Direct life insurance carriers,0.703027,1.703027,0.249495,1.952522
+426,426,"Insurance carriers, except direct life",1.733654,2.733654,0.366137,3.099791
+427,427,"Insurance agencies, brokerages, and related activities",1.274761,2.274761,0.304760,2.579521
+428,428,"Funds, trusts, and other financial vehicles",0.685921,1.685921,0.101425,1.787346
+429,429,Other real estate,0.573173,1.573173,0.053873,1.627046
+430,430,Tenant-occupied housing,0.166594,1.166594,0.036802,1.203396
+431,431,Owner-occupied housing,0.000000,0.000000,0.000000,0.000000
+432,432,Automotive equipment rental and leasing,0.792936,1.792936,0.271601,2.064537
+433,433,General and consumer goods rental except video tapes and discs,0.238327,1.238327,0.138572,1.376898
+434,434,Video tape and disc rental,0.000000,0.000000,0.000000,0.000000
+435,435,Commercial and industrial machinery and equipment rental and leasing,0.748945,1.748945,0.151162,1.900107
+436,436,Lessors of nonfinancial intangible assets,10.702706,11.702706,0.976457,12.679163
+437,437,Legal services,0.199305,1.199305,0.129091,1.328396
+438,438,"Accounting, tax preparation, bookkeeping, and payroll services",0.189436,1.189436,0.122172,1.311608
+439,439,"Architectural, engineering, and related services",0.251014,1.251014,0.131870,1.382884
+440,440,Specialized design services,0.366287,1.366287,0.108421,1.474708
+441,441,Custom computer programming services,0.165943,1.165943,0.159491,1.325434
+442,442,Computer systems design services,0.208698,1.208698,0.184909,1.393607
+443,443,"Other computer related services, including facilities management",0.239537,1.239537,0.191704,1.431241
+444,444,Management consulting services,0.202603,1.202603,0.139585,1.342188
+445,445,Environmental and other technical consulting services,0.317231,1.317231,0.172663,1.489894
+446,446,Scientific research and development services,0.681999,1.681999,0.211854,1.893853
+447,447,"Advertising, public relations, and related services",0.308982,1.308982,0.127467,1.436450
+448,448,Photographic services,0.459404,1.459404,0.100898,1.560302
+449,449,Veterinary services,0.058781,1.058781,0.079605,1.138385
+450,450,"All other miscellaneous professional, scientific, and technical services",0.339817,1.339817,0.151183,1.491000
+451,451,Management of companies and enterprises,0.396306,1.396306,0.170260,1.566567
+452,452,Office administrative services,0.138160,1.138160,0.081980,1.220140
+453,453,Facilities support services,0.000000,0.000000,0.000000,0.000000
+454,454,Employment services,0.136215,1.136215,0.081683,1.217898
+455,455,Business support services,0.160127,1.160127,0.088923,1.249050
+456,456,Travel arrangement and reservation services,0.000000,0.000000,0.000000,0.000000
+457,457,Investigation and security services,0.067102,1.067102,0.070490,1.137592
+458,458,Services to buildings,0.177382,1.177382,0.058046,1.235428
+459,459,Landscape and horticultural services,0.149010,1.149010,0.068017,1.217027
+460,460,Other support services,0.325542,1.325542,0.106824,1.432366
+461,461,Waste management and remediation services,0.519664,1.519664,0.149628,1.669292
+462,462,Elementary and secondary schools,0.040202,1.040202,0.058823,1.099025
+463,463,"Junior colleges, colleges, universities, and professional schools",0.115904,1.115904,0.079573,1.195477
+464,464,Other educational services,0.160844,1.160844,0.072471,1.233314
+465,465,Offices of physicians,0.205626,1.205626,0.216718,1.422344
+466,466,Offices of dentists,0.076411,1.076411,0.081567,1.157978
+467,467,Offices of other health practitioners,0.097293,1.097293,0.087172,1.184465
+468,468,Outpatient care centers,0.286722,1.286722,0.125035,1.411756
+469,469,Medical and diagnostic laboratories,0.126863,1.126863,0.189216,1.316080
+470,470,Home health care services,0.059433,1.059433,0.078327,1.137761
+471,471,Other ambulatory health care services,0.140946,1.140946,0.211685,1.352631
+472,472,Hospitals,0.389361,1.389361,0.347928,1.737289
+473,473,Nursing and community care facilities,0.208176,1.208176,0.067584,1.275759
+474,474,"Residential mental health, substance abuse, and other residential care facilities",0.000000,0.000000,0.000000,0.000000
+475,475,Individual and family services,0.045560,1.045560,0.051455,1.097015
+476,476,Child day care services,0.143691,1.143691,0.072217,1.215908
+477,477,"Community food, housing, and other relief services, including rehabilitation services",0.171195,1.171195,0.081481,1.252676
+478,478,Performing arts companies,0.409549,1.409549,0.091192,1.500742
+479,479,Commercial Sports Except Racing,0.000000,0.000000,0.000000,0.000000
+480,480,Racing and Track Operation,0.000000,0.000000,0.000000,0.000000
+481,481,"Independent artists, writers, and performers",0.780646,1.780646,0.039118,1.819764
+482,482,Promoters of performing arts and sports and agents for public figures,0.653705,1.653705,0.034616,1.688321
+483,483,"Museums, historical sites, zoos, and parks",0.316134,1.316134,0.058360,1.374495
+484,484,Amusement parks and arcades,0.071427,1.071427,0.059213,1.130640
+485,485,Gambling industries (except casino hotels),0.247942,1.247942,0.102362,1.350304
+486,486,Other amusement and recreation industries,0.143843,1.143843,0.032488,1.176331
+487,487,Fitness and recreational sports centers,0.167585,1.167585,0.081633,1.249218
+488,488,Bowling centers,0.057963,1.057963,0.031706,1.089670
+489,489,"Hotels and motels, including casino hotels",0.161394,1.161394,0.098972,1.260366
+490,490,Other accommodations,0.191622,1.191622,0.101078,1.292701
+491,491,Full-service restaurants,0.136956,1.136956,0.057996,1.194952
+492,492,Limited-service restaurants,0.197056,1.197056,0.064418,1.261473
+493,493,All other food and drinking places,0.068058,1.068058,0.073321,1.141379
+494,494,"Automotive repair and maintenance, except car washes",0.144966,1.144966,0.102791,1.247756
+495,495,Car washes,0.190452,1.190452,0.121117,1.311569
+496,496,Electronic and precision equipment repair and maintenance,0.137259,1.137259,0.113281,1.250540
+497,497,Commercial and industrial machinery and equipment repair and maintenance,0.160875,1.160875,0.094489,1.255364
+498,498,Personal and household goods repair and maintenance,0.292788,1.292788,0.106673,1.399461
+499,499,Personal care services,0.083653,1.083653,0.036878,1.120531
+500,500,Death care services,0.016955,1.016955,0.047847,1.064802
+501,501,Dry-cleaning and laundry services,0.000000,0.000000,0.000000,0.000000
+502,502,Other personal services,0.176238,1.176238,0.051423,1.227662
+503,503,Religious organizations,0.000000,0.000000,0.000000,0.000000
+504,504,"Grantmaking, giving, and social advocacy organizations",0.290744,1.290744,0.130292,1.421036
+505,505,Business and professional associations,0.262768,1.262768,0.131400,1.394168
+506,506,Labor and civic organizations,0.167917,1.167917,0.078095,1.246012
+507,507,Private households,0.000000,1.000000,0.029965,1.029965
+508,508,Postal service,0.025952,1.025952,0.215158,1.241110
+509,509,Federal electric utilities,0.000000,0.000000,0.000000,0.000000
+510,510,Other federal government enterprises,1.180431,2.180431,0.350333,2.530764
+511,511,State government passenger transit,0.000000,0.000000,0.000000,0.000000
+512,512,State government electric utilities,0.000000,0.000000,0.000000,0.000000
+513,513,Other state government enterprises,0.000000,0.000000,0.000000,0.000000
+514,514,Local government passenger transit,0.000000,0.000000,0.000000,0.000000
+515,515,Local government electric utilities,0.000000,0.000000,0.000000,0.000000
+516,516,Other local government enterprises,1.145745,2.145745,0.346742,2.492487
+517,517,* Not an industry (Used and secondhand goods),0.000000,0.000000,0.000000,0.000000
+518,518,* Not an industry (Scrap),0.000000,0.000000,0.000000,0.000000
+519,519,* Not an industry (Rest of world adjustment),0.000000,0.000000,0.000000,0.000000
+520,520,* Not an industry (Noncomparable foreign imports),0.000000,0.000000,0.000000,0.000000
+521,521,"* Employment and payroll of state govt, education",0.000000,1.000000,0.182280,1.182280
+522,522,"* Employment and payroll of state govt, hospitals and health services",0.000000,0.000000,0.000000,0.000000
+523,523,"* Employment and payroll of state govt, other services",0.000000,1.000000,0.180688,1.180688
+524,524,"* Employment and payroll of local govt, education",0.000000,1.000000,0.146338,1.146338
+525,525,"* Employment and payroll of local govt, hospitals and health services",0.000000,1.000000,0.240374,1.240374
+526,526,"* Employment and payroll of local govt, other services",0.000000,1.000000,0.138218,1.138218
+527,527,"* Employment and payroll of federal govt, military",0.000000,1.000000,0.100133,1.100133
+528,528,"* Employment and payroll of federal govt, non-military",0.000000,1.000000,0.238760,1.238760