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% Packages
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\usepackage{multicol}           % Allows multicols in tables
\usepackage{tabularx}           % Intelligent column widths
\usepackage{tabulary}           % Used in header and footer
\usepackage{hhline}             % Border under tables
\usepackage{graphicx}           % For images
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%\usepackage[utf8x]{inputenc}    % For unicode character support
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\usepackage{lastpage}           % Needed for total page number
\usepackage{seqsplit}           % Splits long words.
%\usepackage{opensans}          % Can't make this work so far. Shame. Would be lovely.
\usepackage[normalem]{ulem}     % For underlining links
% Most of the following are not required for the majority
% of cheat sheets but are needed for some symbol support.
\usepackage{amsmath}            % Symbols
\usepackage{MnSymbol}           % Symbols
\usepackage{wasysym}            % Symbols
%\usepackage[english,german,french,spanish,italian]{babel}              % Languages

% Document Info
\author{kaylahs}
\pdfinfo{
  /Title (r-studio-tidyverse-package.pdf)
  /Creator (Cheatography)
  /Author (kaylahs)
  /Subject (R Studio - tidyverse package Cheat Sheet)
}

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% This two commands together give roughly
% the right line height in the tables
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\onehalfspacing

% Commands
\newcommand{\SetRowColor}[1]{\noalign{\gdef\RowColorName{#1}}\rowcolor{\RowColorName}} % Shortcut for row colour
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\color{TextColor}

% Header and Footer
\pagestyle{fancy}
\fancyhead{} % Set header to blank
\fancyfoot{} % Set footer to blank
\fancyhead[L]{
\noindent
\begin{multicols}{3}
\begin{tabulary}{5.8cm}{C}
    \SetRowColor{DarkBackground}
    \vspace{-7pt}
    {\parbox{\dimexpr\textwidth-2\fboxsep\relax}{\noindent
        \hspace*{-6pt}\includegraphics[width=5.8cm]{/web/www.cheatography.com/public/images/cheatography_logo.pdf}}
    }
\end{tabulary}
\columnbreak
\begin{tabulary}{11cm}{L}
    \vspace{-2pt}\large{\bf{\textcolor{DarkBackground}{\textrm{R Studio - tidyverse package Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{kaylahs} via \textcolor{DarkBackground}{\uline{cheatography.com/171665/cs/36034/}}}
\end{tabulary}
\end{multicols}}

\fancyfoot[L]{ \footnotesize
\noindent
\begin{multicols}{3}
\begin{tabulary}{5.8cm}{LL}
  \SetRowColor{FootBackground}
  \mymulticolumn{2}{p{5.377cm}}{\bf\textcolor{white}{Cheatographer}}  \\
  \vspace{-2pt}kaylahs \\
  \uline{cheatography.com/kaylahs} \\
  \end{tabulary}
\vfill
\columnbreak
\begin{tabulary}{5.8cm}{L}
  \SetRowColor{FootBackground}
  \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Cheat Sheet}}  \\
   \vspace{-2pt}Not Yet Published.\\
   Updated 12th December, 2022.\\
   Page {\thepage} of \pageref{LastPage}.
\end{tabulary}
\vfill
\columnbreak
\begin{tabulary}{5.8cm}{L}
  \SetRowColor{FootBackground}
  \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Sponsor}}  \\
  \SetRowColor{white}
  \vspace{-5pt}
  %\includegraphics[width=48px,height=48px]{dave.jpeg}
  Measure your website readability!\\
  www.readability-score.com
\end{tabulary}
\end{multicols}}




\begin{document}
\raggedright
\raggedcolumns

% Set font size to small. Switch to any value
% from this page to resize cheat sheet text:
% www.emerson.emory.edu/services/latex/latex_169.html
\footnotesize % Small font.

\begin{multicols*}{3}

\begin{tabularx}{5.377cm}{x{2.78712 cm} x{2.18988 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Libraries to Import}}  \tn
% Row 0
\SetRowColor{LightBackground}
library(tidyverse) & library(broom) \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
library(mosaic) & library(dplyr) \tn 
% Row Count 2 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{x{2.4885 cm} x{2.4885 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Block 2 Quiz 1}}  \tn
% Row 0
\SetRowColor{LightBackground}
mutually exclusive & two cannot be concurrent \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
independent & no relevance/influence between 2 factors \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
complement & opposite \tn 
% Row Count 5 (+ 1)
% Row 3
\SetRowColor{white}
rbinom(\# of trials, \# of attempts within trial, success rate) mean( results \textgreater{} amt) & returns probability of success that the amt is exceeded \tn 
% Row Count 10 (+ 5)
% Row 4
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{5.377cm}}{\seqsplit{mean(rbinom(simulatedTrials}, \#ofAttempts, successRate))} \tn 
% Row Count 12 (+ 2)
% Row 5
\SetRowColor{white}
favstats(results) & finding 3rd quartile of probability \tn 
% Row Count 14 (+ 2)
% Row 6
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{5.377cm}}{quantile(results, 0.75)} \tn 
% Row Count 15 (+ 1)
% Row 7
\SetRowColor{white}
\mymulticolumn{2}{x{5.377cm}}{qbinom(0.75, size = \#ofAttempts, prob = successRate)} \tn 
% Row Count 17 (+ 2)
% Row 8
\SetRowColor{LightBackground}
choose(n, k) & n choose k. different ways for result \tn 
% Row Count 19 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{x{2.58804 cm} x{2.38896 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Block 1 GR}}  \tn
% Row 0
\SetRowColor{LightBackground}
Categorical & non-number \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
Numerical & can be categorized by number \tn 
% Row Count 3 (+ 2)
% Row 2
\SetRowColor{LightBackground}
continuous & non-whole \# \tn 
% Row Count 4 (+ 1)
% Row 3
\SetRowColor{white}
discrete & whole \# \tn 
% Row Count 5 (+ 1)
% Row 4
\SetRowColor{LightBackground}
stratified sampling & some of all groups \tn 
% Row Count 6 (+ 1)
% Row 5
\SetRowColor{white}
cluster sampling & one group, all variables \tn 
% Row Count 8 (+ 2)
% Row 6
\SetRowColor{LightBackground}
simple random sampling & random selection across all groups \tn 
% Row Count 10 (+ 2)
% Row 7
\SetRowColor{white}
observational study & not experimenting \tn 
% Row Count 11 (+ 1)
% Row 8
\SetRowColor{LightBackground}
retrospective study & data collected after the fact \tn 
% Row Count 13 (+ 2)
% Row 9
\SetRowColor{white}
prospective study & data collected during event \tn 
% Row Count 15 (+ 2)
% Row 10
\SetRowColor{LightBackground}
skew & tail is what skew it is \tn 
% Row Count 17 (+ 2)
% Row 11
\SetRowColor{white}
favstats(colforeachof\textasciitilde{}thiscol, data = dataSet) & returns min, max, SD, mean, median \tn 
% Row Count 20 (+ 3)
% Row 12
\SetRowColor{LightBackground}
explanatory variable & x \tn 
% Row Count 21 (+ 1)
% Row 13
\SetRowColor{white}
response variable & y \tn 
% Row Count 22 (+ 1)
% Row 14
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{5.377cm}}{independence has no trend} \tn 
% Row Count 23 (+ 1)
% Row 15
\SetRowColor{white}
tally(\textasciitilde{}col1+col2, data = dataSet, format = "percent/decimal" & \% of the dataset that applies to both \tn 
% Row Count 26 (+ 3)
% Row 16
\SetRowColor{LightBackground}
tally((colforeachof\textasciitilde{}thiscol, data = dataSet, format = "percent", margin = TRUE) & of col1, how many also in col2? \tn 
% Row Count 30 (+ 4)
\end{tabularx}
\par\addvspace{1.3em}

\vfill
\columnbreak
\begin{tabularx}{5.377cm}{x{2.58804 cm} x{2.38896 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Block 1 GR (cont)}}  \tn
% Row 17
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\mymulticolumn{2}{x{5.377cm}}{dataSet\%\textgreater{}\% gf\_props(\textasciitilde{}Survived, fill = \textasciitilde{}Pclass, position = "fill")\%\textgreater{}\% gf\_labs(title = "", subtitle = "", x = "", y = "")\%\textgreater{}\% gf\_theme(theme\_bw())} \tn 
% Row Count 3 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{x{2.58804 cm} x{2.38896 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Block 1 GR}}  \tn
% Row 0
\SetRowColor{LightBackground}
Categorical & non-number \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
Numerical & can be categorized by number \tn 
% Row Count 3 (+ 2)
% Row 2
\SetRowColor{LightBackground}
continuous & non-whole \# \tn 
% Row Count 4 (+ 1)
% Row 3
\SetRowColor{white}
discrete & whole \# \tn 
% Row Count 5 (+ 1)
% Row 4
\SetRowColor{LightBackground}
stratified sampling & some of all groups \tn 
% Row Count 6 (+ 1)
% Row 5
\SetRowColor{white}
cluster sampling & one group, all variables \tn 
% Row Count 8 (+ 2)
% Row 6
\SetRowColor{LightBackground}
simple random sampling & random selection across all groups \tn 
% Row Count 10 (+ 2)
% Row 7
\SetRowColor{white}
observational study & not experimenting \tn 
% Row Count 11 (+ 1)
% Row 8
\SetRowColor{LightBackground}
retrospective study & data collected after the fact \tn 
% Row Count 13 (+ 2)
% Row 9
\SetRowColor{white}
prospective study & data collected during event \tn 
% Row Count 15 (+ 2)
% Row 10
\SetRowColor{LightBackground}
skew & tail is what skew it is \tn 
% Row Count 17 (+ 2)
% Row 11
\SetRowColor{white}
favstats(colforeachof\textasciitilde{}thiscol, data = dataSet) & returns min, max, SD, mean, median \tn 
% Row Count 20 (+ 3)
% Row 12
\SetRowColor{LightBackground}
explanatory variable & x \tn 
% Row Count 21 (+ 1)
% Row 13
\SetRowColor{white}
response variable & y \tn 
% Row Count 22 (+ 1)
% Row 14
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{5.377cm}}{independence has no trend} \tn 
% Row Count 23 (+ 1)
% Row 15
\SetRowColor{white}
tally(\textasciitilde{}col1+col2, data = dataSet, format = "percent/decimal" & \% of the dataset that applies to both \tn 
% Row Count 26 (+ 3)
% Row 16
\SetRowColor{LightBackground}
tally((colforeachof\textasciitilde{}thiscol, data = dataSet, format = "percent", margin = TRUE) & of col1, how many also in col2? \tn 
% Row Count 30 (+ 4)
\end{tabularx}
\par\addvspace{1.3em}

\vfill
\columnbreak
\begin{tabularx}{5.377cm}{x{2.58804 cm} x{2.38896 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Block 1 GR (cont)}}  \tn
% Row 17
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{5.377cm}}{dataSet\%\textgreater{}\%} \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{x{2.4885 cm} x{2.4885 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Block 2 Quiz 2}}  \tn
% Row 0
\SetRowColor{LightBackground}
pnorm(value, mean mu, stdev) & returns CDF of normal distribution \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
Probability of randomly selecting within a range & upper bound pnorm - lower bound pnorm \tn 
% Row Count 5 (+ 3)
% Row 2
\SetRowColor{LightBackground}
qnorm(percentile value, mu, stdev) & returns percentile of dataset \tn 
% Row Count 7 (+ 2)
% Row 3
\SetRowColor{white}
integrate(function(x)\{functionInfo\}, lowerBound, upperBound)\$value & Integrate \tn 
% Row Count 11 (+ 4)
% Row 4
\SetRowColor{LightBackground}
\seqsplit{adaptIntegrate(function}, lowerLimit = c(lowerBound, lowerBoundY), upperLimit = c(upperBoundX, \seqsplit{upperBoundY))\$integral} & integrate with 2 variables \tn 
% Row Count 17 (+ 6)
% Row 5
\SetRowColor{white}
Cov(X,Y) = E(XY) - E(X)E(Y) & covariance \tn 
% Row Count 19 (+ 2)
% Row 6
\SetRowColor{LightBackground}
Cov(X,Y) = 0 & Independence \tn 
% Row Count 20 (+ 1)
% Row 7
\SetRowColor{white}
CDF & cumulative density function. probability that a random variable will take on a value \textless{}= given value. integral of PDF \tn 
% Row Count 26 (+ 6)
% Row 8
\SetRowColor{LightBackground}
PDF & proability density function. probability that a random variable will take on a given value. derivative of CDF. \tn 
% Row Count 32 (+ 6)
\end{tabularx}
\par\addvspace{1.3em}

\vfill
\columnbreak
\begin{tabularx}{5.377cm}{x{2.4885 cm} x{2.4885 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Block 2 Quiz 2 (cont)}}  \tn
% Row 9
\SetRowColor{LightBackground}
rexp(\# of trials, mu) + 1 /// mean(results \textless{} givenNumber) & exponential distribution \tn 
% Row Count 3 (+ 3)
% Row 10
\SetRowColor{white}
pexp(xValueNumber, rate = mu) & exponential distribution \tn 
% Row Count 5 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{p{0.74655 cm} x{4.23045 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Block 3}}  \tn
% Row 0
\SetRowColor{LightBackground}
lm() & im not done with this! \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\mymulticolumn{2}{x{5.377cm}}{bootstrapping} \tn 
% Row Count 2 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}


% That's all folks
\end{multicols*}

\end{document}