\documentclass[10pt,a4paper]{article}

% Packages
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\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
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\usepackage{amsmath}            % Symbols
\usepackage{MnSymbol}           % Symbols
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%\usepackage[english,german,french,spanish,italian]{babel}              % Languages

% Document Info
\author{Justin1209 (Justin1209)}
\pdfinfo{
  /Title (matplotlib.pdf)
  /Creator (Cheatography)
  /Author (Justin1209 (Justin1209))
  /Subject (Matplotlib Cheat Sheet)
}

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\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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% Header and Footer
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\fancyhead{} % Set header to blank
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\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{Matplotlib Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{Justin1209 (Justin1209)} via \textcolor{DarkBackground}{\uline{cheatography.com/101982/cs/21196/}}}
\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}Justin1209 (Justin1209) \\
  \uline{cheatography.com/justin1209} \\
  \end{tabulary}
\vfill
\columnbreak
\begin{tabulary}{5.8cm}{L}
  \SetRowColor{FootBackground}
  \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Cheat Sheet}}  \\
   \vspace{-2pt}Published 22nd November, 2019.\\
   Updated 13th January, 2020.\\
   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}
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% www.emerson.emory.edu/services/latex/latex_169.html
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\begin{multicols*}{2}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Import Library}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{from}} {\emph{matplotlib}} {\bf{import}} {\emph{pyplot}} {\bf{as}} {\emph{plt}}} \tn 
% Row Count 2 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Basic Line Plot}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\emph{x\_values}} \newline {\bf{days = {[}0, 1, 2, 3, 4, 5, 6{]}}} \newline {\emph{y\_values1}} \newline {\bf{money\_spent = {[}10, 12, 12, 10, 14, 22, 24{]}}} \newline {\emph{y\_values2}} \newline {\bf{money\_spent\_2 = {[}11, 14, 15, 15, 22, 21, 12{]}}} \newline  \newline {\emph{assigend to one plot}} \newline {\bf{plt.plot(days, money\_spent)}} \newline {\bf{plt.plot(days, money\_spent\_2)}} \newline  \newline plt.show()} \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}{Subplots}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{\# Create subplots}} \newline plt.subplot({\emph{rows}}, {\emph{columns}}, {\emph{index\_of\_subplot}}) \newline {\bf{\# Example}} \newline {\emph{\# First Subplot}} \newline plt.subplot(1, 2, 1) \newline plt.plot(x, y, color='green') \newline  \newline {\emph{\# Second Subplot}} \newline plt.subplot(1, 2, 2) \newline plt.plot(x, y, color='steelblue') \newline  \newline {\bf{\# Format Subplots}} \newline plt.subplots\_adjust({\emph{arguements}}) \newline {\emph{left, right, top, bottom}} {\bf{-margin}} \newline {\emph{wspace, hspace}} {\bf{horizontal/vertical margin between plots}}} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{The object that contains all subplots is called {\emph{figure}} \newline Always put specific Attributes (color, markers, ...) for a subplot directly under {\emph{plt.plot()}}}  \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}{Linestyles}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{plt.plot(x, y, {\bf{{\emph{style}}=" "}})} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{Keywords to put in for {\bf{style}}:} \tn 
% Row Count 2 (+ 1)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{} \tn 
% Row Count 2 (+ 0)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{{\bf{color}}= {\emph{green}}, {\emph{\#AAAAAA}}} \tn 
% Row Count 3 (+ 1)
% Row 4
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{linestyle}}= dotted: {\bf{:}}, dashed: {\bf{-{}-}} or {\bf{-.}}} \tn 
% Row Count 5 (+ 2)
% Row 5
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{{\bf{marker}}= {\emph{o}}, {\emph{*}}, {\emph{s}}, {\emph{x}}, {\emph{d}}, {\emph{h}}} \tn 
% Row Count 6 (+ 1)
% Row 6
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{linewidth}}= 1, 2, ...} \tn 
% Row Count 7 (+ 1)
% Row 7
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{{\bf{alpha}}= 0.1 - 1} \tn 
% Row Count 8 (+ 1)
% Row 8
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{} \tn 
% Row Count 8 (+ 0)
% Row 9
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{Boilerplate Styles:} \tn 
% Row Count 9 (+ 1)
% Row 10
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{plt.style.use{\emph{("fivethirtyeight")}}} \tn 
% Row Count 10 (+ 1)
% Row 11
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{plt.style.use{\emph{("ggplot")}}} \tn 
% Row Count 11 (+ 1)
% Row 12
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{plt.style.use{\emph{("seaborn")}}} \tn 
% Row Count 12 (+ 1)
% Row 13
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{plt.style.use{\emph{("default")}}} \tn 
% Row Count 13 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Legends}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{\# Create Legend}} \newline plt.legend({[}"{\emph{first\_line}}", "{\emph{second\_line}}", {\emph{loc=}}{]}) \newline  \newline {\bf{\# loc Numbercode}} \newline 1  upper left \newline 2  upper right \newline 3  lower left \newline 4  lower right \newline 5  right \newline 6  center left \newline 7  center right \newline 8  lower center \newline 9  upper center \newline 10 center} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{loc specifies the legends location (if not specified: finds "best" location)}  \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}{Figures}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{\# Create Figure with custom size}} \newline plt.figure(figsize=({\emph{width, heigth}}))  \newline plt.plot(x, y) \newline plt.savefig('tall\_and\_narrow.{\emph{png/ .svg/ .pdf}}')} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{When we're making lots of plots, it's easy to end up with {\bf{lines that have been plotted and not displayed.}} If we're not careful, these "forgotten" lines will show up in your new plots. In order to be sure that you don't have any stray lines, you can use the command {\bf{plt.close('all')}} to clear all existing plots before you plot a new one.}  \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}{Modify Ticks}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{\# Specify subplot to modify}} \newline ax1 = plt.subplot({\emph{row}}, {\emph{column}}, {\emph{index}}) \newline {\bf{\# Attributes}} \newline ax1.set\_xticks({[}{\emph{1, 2, 4}}{]}) \newline ax1.set\_yticks({[}{\emph{0.1, 0.2, ...}}{]}) \newline  \newline ax1.set\_xticklabels({[}"Jan", "Feb", "Apr"{]}, {\bf{rotation=30}}) \newline {\emph{\# {\bf{rotation=degrees}} rotates the labels}}  \newline  \newline ax1.set\_yticklabels({[}"10\%", "20\%", ...{]})} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{We have to do it this way, even if we only have one plot}  \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 and Labels}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{Zoom in or out of the plot:}}} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{plt.axis({\emph{x\_min}}, {\emph{x\_max}}, {\emph{y\_min}}, {\emph{y\_max}})} \tn 
% Row Count 2 (+ 1)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{Labeling the Axes:}}} \tn 
% Row Count 3 (+ 1)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{8.4cm}}{plt.xlabel("{\emph{str }}")/ plt.ylabel() / plt.title()} \tn 
% Row Count 4 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{8.4cm}}{\bf\textcolor{white}{Add Text to Graph}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{plt.{\bf{text}}(x\_coord, y\_coord, "text");} \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}{Simple Bar Chart}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{plt.bar(range(len(y\_values)), y\_values)}}} \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{We use {\bf{range(len(y\_values))}} to get a tick for each value we want to represent in the Bar Chart}  \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}{Scatter Plot}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{plt.scatter(x\_values, y\_values)} \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}{Side-By-Side Bars}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{\# We have to specifiy the location of each Dataset in the Plot using this pattern: }}  \newline  \newline n = ?  \# {\emph{Number of specific dataset}} \newline t = ? \# {\emph{Number of datasets}} \newline d = ? \# {\emph{Number of sets of bars}} \newline w = 0.8 \# {\emph{Width of each bar}} \newline  \newline x\_values1 = {[}t*element + w*n {\bf{for}} element {\bf{in}} range(d){]} \newline  \newline {\bf{\# Get x\_values in the middle of both bars}} \newline middle\_x = {[} (a + b) / 2.0 for a, b in zip(x\_values1, x\_values2){]}} \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}{Stacked Bars}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{\# We use the keyword {\emph{bottom}} to do this}} \newline {\bf{\# The top bar will have {\emph{bottom}} set as height}} \newline  \newline {\emph{\# First Bar}} \newline video\_game\_hours = {[}1, 2, 2, 1, 2{]} \newline plt.bar(range(len(video\_game\_hours)), \newline   video\_game\_hours)  \newline  \newline {\emph{\# Second Bar}} \newline book\_hours = {[}2, 3, 4, 2, 1{]} \newline plt.bar(range(len(book\_hours)), \newline   book\_hours, \newline   {\bf{bottom}}=video\_game\_hours) \newline  \newline {\bf{\# Get each bottom for 3+ bars}} \newline sport\_hours = \seqsplit{np.add(video\_game\_hours}, book\_hours)} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{If we want to compare {\emph{"different sub-attributes from one attribute"}} we can use stacked bar charts. For example: \newline {\bf{Attribute:}} Entertainment hours \newline {\bf{Sub-Attributes:}} Gaming, Reading, ...}  \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}{Error Bars}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{\# Use the keyword {\emph{yerr}} to repersent the error range}} \newline  \newline values = {[}10, 13, 11, 15, 20{]} \newline yerr = {[}1, 3, 0.5, 2, 4{]} \# singe value possible \newline plt.bar(y, x, {\bf{yerr}}=yerr, {\bf{capsize}}=10) \newline plt.show()} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{If we want to present an uncertainty Range within a Bar Chart we can use Error Bars}  \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}{Fill Between (Line Plot)}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{x = range(3) \newline y = {[}10, 12, 13{]} \newline  \newline {\bf{y\_lower}} = {[}8, 10, 11{]} \newline {\bf{y\_upper}} = {[}i + 2 {\bf{for}} i {\bf{in}} y\_values{]} \newline  \newline {\bf{\# Calculate a \% deviation}} \newline {\bf{y\_lower\_bound}} = {[}element - (element * error\_in\_decimal) for element in original\_list\_of\_y\_values{]} \newline  \newline {\bf{\#this is the shaded error}} \newline plt.fill\_between(x, {\bf{y\_lower, y\_upper, alpha}}=0.2) \newline  \newline {\bf{\#this is the line itself}} \newline plt.plot(x, y) \newline  \newline plt.show()} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{Returns a shaded are around the line}  \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}{Pie Chart}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{payment\_names = {[}"Card Swipe", "Cash", "Apple Pay", "Other"{]} \newline payment\_freqs = {[}270, 77, 32, 11{]} \newline  \newline {\bf{\# Creating Pie Chart}} \newline plt.pie(payment\_freqs) \newline plt.axis('equal') \newline  \newline {\bf{\# Two Methods for Labeling}} \newline {\emph{\# First Method}} \newline plt.legend(payment\_names) \newline {\emph{\# Second Method (directly when creating)}} \newline plt.pie(payment\_freqs, labels=payment\_names) \newline  \newline {\bf{Show percentages of total in each slice:}} \newline plt.pie(payment\_freqs, labels=payment\_names, {\bf{autopct='\%0.1f\%\%'}}) \newline {\emph{\# autopct takes a string formatting instruction}} \newline {\emph{\# \%d\%\% -\textgreater{} round to decimal}} \newline  \newline plt.show()} \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}{Histogram}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\bf{\# Create one Histogram}} \newline plt.hist(dataset, range=(0,100), {\bf{bins}}=20) \newline {\emph{\# Specifiy number of {\bf{bins}} (default = 10)}} \newline  \newline {\bf{\# Create multiple Histograms}} \newline plt.hist(a, {\bf{alpha}}=0.5, {\bf{normed}}=True) \newline plt.hist(b, {\bf{histtype}}='step', {\bf{linewidth}}=2 {\bf{normed}}=True)} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{8.4cm}}{{\emph{\# Specify {\bf{alpha}} for opacity or use {\bf{histtype}} to draw just the outline}} \newline {\emph{\# Use {\bf{linewidth}} to specifiy the linewidth of the outline}} \newline {\emph{\# Use the keyword {\bf{normed}} to normalize the histograms}} \newline  \newline {\bf{Normalize}} divides the x\_values by a constat such that the area under the curve sums to 1}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}


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

\end{document}