From 380338803364f8b989000bc20c79f604845a4ebd Mon Sep 17 00:00:00 2001 From: Alex Date: Fri, 12 Sep 2025 13:58:32 -0600 Subject: [PATCH] Working on class slides --- Class8/Class_Examples/apply.r | 8 ++ Class8/Slides/1_join.png | Bin 0 -> 15449 bytes Class8/Slides/2_join.png | Bin 0 -> 17777 bytes Class8/Slides/3_join.png | Bin 0 -> 42996 bytes Class8/Slides/Filter_Example.png | Bin 0 -> 52489 bytes Class8/Slides/For_Loops.png | Bin 0 -> 9781 bytes Class8/Slides/Function.png | Bin 0 -> 52321 bytes Class8/Slides/If.png | Bin 0 -> 44032 bytes Class8/Slides/Joins.tex | 171 ++++++++++++++++++++++++++ Class8/Slides/Pipe_Example.png | Bin 0 -> 74584 bytes Class8/Slides/Pivot_Data.png | Bin 0 -> 26687 bytes Class8/Slides/Section_comments.png | Bin 0 -> 10853 bytes Class8/Slides/What_Comments.png | Bin 0 -> 29007 bytes Class8/Slides/While_Loops.png | Bin 0 -> 11999 bytes Class8/Slides/While_Loops_Inf.png | Bin 0 -> 22093 bytes Class8/Slides/Why_Comments.png | Bin 0 -> 57404 bytes Class8/Slides/anti.png | Bin 0 -> 38243 bytes Class8/Slides/apply_functions.png | Bin 0 -> 14230 bytes Class8/Slides/full.png | Bin 0 -> 56055 bytes Class8/Slides/group_and Summarize.png | Bin 0 -> 26344 bytes Class8/Slides/gte.png | Bin 0 -> 61230 bytes Class8/Slides/left.png | Bin 0 -> 49742 bytes Class8/Slides/match-types.png | Bin 0 -> 40102 bytes Class8/Slides/pivot_longer.png | Bin 0 -> 66510 bytes Class8/Slides/right.png | Bin 0 -> 54729 bytes Class8/Slides/sapply_loop.png | Bin 0 -> 15195 bytes Class8/Slides/semi.png | Bin 0 -> 39529 bytes Class8/Slides/venn.png | Bin 0 -> 60009 bytes 28 files changed, 179 insertions(+) create mode 100644 Class8/Class_Examples/apply.r create mode 100644 Class8/Slides/1_join.png create mode 100644 Class8/Slides/2_join.png create mode 100644 Class8/Slides/3_join.png create mode 100644 Class8/Slides/Filter_Example.png create mode 100644 Class8/Slides/For_Loops.png create mode 100644 Class8/Slides/Function.png create mode 100644 Class8/Slides/If.png create mode 100644 Class8/Slides/Joins.tex create mode 100644 Class8/Slides/Pipe_Example.png create mode 100644 Class8/Slides/Pivot_Data.png create mode 100644 Class8/Slides/Section_comments.png create mode 100644 Class8/Slides/What_Comments.png create mode 100644 Class8/Slides/While_Loops.png create mode 100644 Class8/Slides/While_Loops_Inf.png create mode 100644 Class8/Slides/Why_Comments.png create mode 100644 Class8/Slides/anti.png create mode 100644 Class8/Slides/apply_functions.png create mode 100644 Class8/Slides/full.png create mode 100644 Class8/Slides/group_and Summarize.png create mode 100644 Class8/Slides/gte.png create mode 100644 Class8/Slides/left.png create mode 100644 Class8/Slides/match-types.png create mode 100644 Class8/Slides/pivot_longer.png create mode 100644 Class8/Slides/right.png create mode 100644 Class8/Slides/sapply_loop.png create mode 100644 Class8/Slides/semi.png create mode 100644 Class8/Slides/venn.png diff --git a/Class8/Class_Examples/apply.r b/Class8/Class_Examples/apply.r new file mode 100644 index 0000000..99d2e7c --- /dev/null +++ b/Class8/Class_Examples/apply.r @@ -0,0 +1,8 @@ +DAT <- 1:8 +?apply +apply(DAT,mean) +?mapply +x <- as.data.frame(cbind(x1 = c(3,NA,12,7), x2 = c(4:1, 2:5)) ) +dimnames(x)[[1]] <- letters[1:8] +apply(x, 2, mean, trim = .2,na.rm=TRUE) +?mean \ No newline at end of file diff --git a/Class8/Slides/1_join.png b/Class8/Slides/1_join.png new file mode 100644 index 0000000000000000000000000000000000000000..00332168d81c785a61a3f1f7e2845604ed8ddcd7 GIT binary patch literal 15449 zcmeHubyQW~+b3L*5RnE!xs>#goA@amy#4yhJ%Cu3jTOdAmB`? z*t{)xfp=1tcm-EJNcHMM_U;SjRn|I=eOOKLg6!7)?a|G~TG3%kO>LC`EzHJvr(WciHjY?uvzr-EHjeuYwbB z=L3f}Ce8-r?l#u8PJHfylz&?Af#dtrER^JbnmAhtQfkU6l8f3onviobzhHhrDfEz> zoLs=s*pyFM?DgN5gLi_I=FZOcd@L+(Zf?wO?96tKW-P3{yu2(g*jU)uo`V+8ojh!v z4cwpGI#K=A$v^#wnK&6aTG%^V*x8cb_iJEi=i)3#NqIlezyJQaPiG6$|BPho^!Hm9}f6dLGvtV+B9tyDhJJCW9#~yCd!@=>&NQu2vb%)={Ku*T(sOv(N 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tables. + \item Joins combine related data based on common keys. + \item \texttt{dplyr} provides intuitive functions for joining. +\end{itemize} +\end{frame} + +% Slide 2 +\begin{frame}{Types of Joins} +\begin{itemize} + \item \texttt{left\_join()} – keep all rows from left table + \item \texttt{right\_join()} – keep all rows from right table + \item \texttt{inner\_join()} – keep only matching rows + \item \texttt{full\_join()} – keep all rows from both tables +\end{itemize} +\end{frame} + +% Slide 3 +\begin{frame}{left\_join()} +\texttt{left\_join(df1, df2, by = "id")} +\newline +OR +\newline +\onslide<2->{\texttt{df1 \%>\% left\_join(df2)}} +\begin{itemize} + \onslide<3->{ \item Keeps all rows from the left table.} + \onslide<4->{ \item Adds matching rows from the right table.} + \onslide<5->{ \item Missing matches are filled with \texttt{NA}.} +\end{itemize} +\end{frame} + +% Slide 4 +\begin{frame}{right\_join()} + +\texttt{right\_join(df1, df2, by = "id")} +\newline +OR +\newline +\onslide<2->{\texttt{df2 \%>\% left\_join(df1)}} +\onslide<3->{ +\begin{itemize} + \item Keeps all rows from the right table. + \item Adds matching rows from the left table. +\end{itemize} +} +\end{frame} + +% Slide 5 +\begin{frame}{inner\_join()} +\texttt{inner\_join(df1, df2, by = "id")} +\newline +OR +\newline +\texttt{df1 \%>\% inner\_join(df2, by = "id")} +\begin{itemize} + \item Keeps only rows with matching keys in both tables. + \item Most commonly used for filtering to shared data. +\end{itemize} +\end{frame} + +% Slide 6 +\begin{frame}{full\_join()} +\texttt{full\_join(df1, df2, by = "id")} +\newline +OR +\newline +\texttt{df1 \%>\% full\_join(df2, by = "id")} + +\begin{itemize} + \item Keeps all rows from both tables. + \item Missing matches are filled with \texttt{NA}. +\end{itemize} +\end{frame} +\begin{frame}{Common Issues} +\begin{itemize} + \item Mismatched column names + \item Duplicate keys – can lead to unexpected row duplication + \item Data types must match, both keys should be character or numeric + \item Missing value joins will introduce \texttt{NA}s +\end{itemize} + +\end{frame} + +\begin{frame}[plain] + \includegraphics[width=\textwidth]{venn.png} +\end{frame} + +\begin{frame}[plain] + \begin{columns} + \begin{column}{0.5\textwidth} + \includegraphics[width=\textwidth]{1_join} + \end{column} + \begin{column}{0.5\textwidth} + \includegraphics[width=\textwidth]{2_join} + \end{column} + \end{columns} +\end{frame} + +\begin{frame}[plain] + \includegraphics[width=\textwidth]{3_join} +\end{frame} +\begin{frame}[plain] + \includegraphics[width=\textwidth]{full.png} +\end{frame} +\begin{frame}[plain] + \includegraphics[width=\textwidth]{left.png} +\end{frame} +\begin{frame}[plain] + \includegraphics[width=\textwidth]{right.png} +\end{frame} + + + + +% Slide 7 +\begin{frame}[plain] + \includegraphics[width=\textwidth]{match-types.png} +\end{frame} +\begin{frame}{Checking with Anti-Joins} + \includegraphics[width=\textwidth]{anti.png} +\end{frame} +\begin{frame}{Checking with Anti-Joins} + \includegraphics[width=\textwidth]{anti.png} +\end{frame} +\begin{frame}{Filtering with semi-joins} + \includegraphics[width=\textwidth]{semi.png} +\end{frame} +\begin{frame}{Other non-equa joins} + \includegraphics[width=\textwidth]{gte} +\end{frame} + +% Slide 8 +\begin{frame}{Best Practices} +\begin{itemize} + \item Inspect keys before joining: \texttt{unique()} + \item Use \texttt{anti\_join()} to find unmatched rows + \item Validate results with \texttt{summary()} and \texttt{count()} +\end{itemize} +\end{frame} + +% Slide 9 +\begin{frame}{Class Exercise} +\begin{itemize} + \item Joins are essential for combining data. + \item Choose the right join based on your goal. + \item Always check for common issues before and after joining. +\end{itemize} +\end{frame} + +\end{document} diff --git a/Class8/Slides/Pipe_Example.png b/Class8/Slides/Pipe_Example.png new file mode 100644 index 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