\documentclass[10pt,a4paper]{article}

% Packages
\usepackage{fancyhdr}           % For header and footer
\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
\usepackage{xcolor}             % For hex colours
%\usepackage[utf8x]{inputenc}    % For unicode character support
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\usepackage{colortbl}           % For coloured tables
\usepackage{setspace}           % For line height
\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{mitcht}
\pdfinfo{
  /Title (python-plotting.pdf)
  /Creator (Cheatography)
  /Author (mitcht)
  /Subject (python plotting Cheat Sheet)
}

% Lengths and widths
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\renewcommand{\seqinsert}{\ifmmode\allowbreak\else\-\fi} % Hyphens in seqsplit
% This two commands together give roughly
% the right line height in the tables
\renewcommand{\arraystretch}{1.3}
\onehalfspacing

% Commands
\newcommand{\SetRowColor}[1]{\noalign{\gdef\RowColorName{#1}}\rowcolor{\RowColorName}} % Shortcut for row colour
\newcommand{\mymulticolumn}[3]{\multicolumn{#1}{>{\columncolor{\RowColorName}}#2}{#3}} % For coloured multi-cols
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\newcommand{\tn}{\tabularnewline} % Required as custom column type in use

% Font and Colours
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\renewcommand{\familydefault}{\sfdefault}
\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{python plotting Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{mitcht} via \textcolor{DarkBackground}{\uline{cheatography.com/50563/cs/14154/}}}
\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}mitcht \\
  \uline{cheatography.com/mitcht} \\
  \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 3rd January, 2018.\\
   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*}{2}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Import}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{import matplotlib.pyplot as plt \newline import seaborn as sns} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Plotting Process}}  \tn
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{0. Get data \newline % Row Count 1 (+ 1)
1. Control Figure Aesthetics \newline % Row Count 2 (+ 1)
2. Plot \newline % Row Count 3 (+ 1)
3. Customise% Row Count 4 (+ 1)
} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Figure Aesthetics}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{f, ax = plt.subplots(figsize=(5, 6)) \newline sns.set() \# reset defaults \newline sns.set\_style("whitegrid") \# white background (not grey) \newline sns.set\_palette("pastel") \# change colours} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Axis Grids}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{\# histogram of age by survived (0,1) and sex (m,f) = 4 plots \newline g = sns.FacetGrid(titanic, col="survived", row="sex")  \newline g = g.map(plt.hist, "age") \newline plt.show(g) \newline  \newline \# plot survived by pclass - two lines by sex (hue) \newline sns.factorplot(x="pclass", y="survived", hue="sex", data=titanic) \newline  \newline \# regplot - use hue to split by species \newline sns.lmplot(x="sepal\_width", y="sepal\_length", hue="species", data=iris) \newline  \newline \# pair-wise distributions and histograms \newline sns.pairplot(iris) \newline \# alternate - create pair grid and then map scatter plots \newline h=sns.PairGrid(iris) \newline h=h.map(plt.scatter) \newline  \newline \# customise \newline g.set(xlim=(0,5), ylim=(0,5), xticks={[}0, 2.5, 5{]}, yticks={[}0, 2.5, 5{]}) \newline g.set\_ylabels("yaxis") / g.set\_axis\_labels("Y", "X")} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Plots}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{\# scatter plot \newline sns.stripplot(x="species", y="petal\_length", data=iris) \newline sns.swarmplot(x="species", y="petal\_length", data=iris) \# no overlap \newline  \newline \# bar chart \newline sns.barplot(x="sex", y="survived", hue="class", data=titanic) \newline  \newline \# count plot (similar to histogram for categorical) \newline sns.countplot(x="deck", data=titanic, palette="Greens\_d") \newline  \newline \# point plot (like line chart?) \newline sns.pointplot(x="class", y="survived", hue="sex", data=titanic, \newline                      palette=\{"male":"g", "female":"m"\}, \newline                      markers={[}"\textasciicircum{}", "o"{]}, \newline                      linestyles={[}"-", "-{}-"{]}) \newline  \newline \# box plot \newline sns.boxplot(x="alive", y="age", hue="adult\_male", data=titanic) \newline  \newline \# histogram \newline sns.distplot(data.colname, kde=False, color="b") \newline  \newline \# heat map \newline sns.heatmap(uniform\_data, vmin=0, vmax=1) \newline  \newline \# customise \newline pltobj.set(xlabel="x", title="title", ylabel="y", xlim=(0,100), ylim=(0,100)) \newline pltobj.title("A title") \# similar to above if only want one item} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Other}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{plt.show() \newline plt.savefig('foo.png') \newline plt.close() \# close window \newline plt.cla() / plt.clf() \# close axis / figure} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}


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

\end{document}