\documentclass[10pt,a4paper]{article}

% 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
\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{{[}deleted{]}}
\pdfinfo{
  /Title (matplotlib.pdf)
  /Creator (Cheatography)
  /Author ({[}deleted{]})
  /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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\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{MatPLotLib Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{{[}deleted{]}} via \textcolor{DarkBackground}{\uline{cheatography.com/121124/cs/22057/}}}
\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}{[}deleted{]} \\
  \uline{cheatography.com/deleted-121124} \\
  \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 21st March, 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}
\raggedright
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% www.emerson.emory.edu/services/latex/latex_169.html
\footnotesize % Small font.


\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Import}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{{\bf{import}} matplotlib.pyplot {\bf{as}} plt} \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Anatomy of a figure}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{p{17.67cm}}{\vspace{1px}\centerline{\includegraphics[width=5.1cm]{/web/www.cheatography.com/public/uploads/brechtdewilde_1584385889_matplotlib.PNG}}} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Main principle}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{p{17.67cm}}{\vspace{1px}\centerline{\includegraphics[width=5.1cm]{/web/www.cheatography.com/public/uploads/brechtdewilde_1584375593_main.PNG}}} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{\# Example \newline fig, ax = plt.subplots()   \# Create one subplot  \newline ax.plot(x1, y1)              \# each ax represents one plot on the figure object  \newline ax.plot(x2, y2)              \# another plot is added to the figure object (with another color) \newline plt.show()}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{x{5.3984 cm} x{5.5671 cm} x{5.9045 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{3}{x{17.67cm}}{\bf\textcolor{white}{Cutomizing data appearance}}  \tn
% Row 0
\SetRowColor{LightBackground}
ax.plot(x,y, marker = "") & \# indicate each data point on the line & \seqsplit{https://matplotlib}.org/3.2.0/gallery/lines\_bars\_and\_markers/marker\_reference.html\#sphx-glr-gallery-lines-bars-and-markers-marker-reference-py \tn 
% Row Count 11 (+ 11)
% Row 1
\SetRowColor{white}
ax.plot(x,y, linestyle = "") & \# change linestyle & \seqsplit{https://matplotlib}.org/3.2.0/gallery/lines\_bars\_and\_markers/linestyles.html\#sphx-glr-gallery-lines-bars-and-markers-linestyles-py \tn 
% Row Count 21 (+ 10)
% Row 2
\SetRowColor{LightBackground}
ax.plot(x,y, color = "") & \# change color & \seqsplit{https://matplotlib}.org/3.2.0/gallery/color/named\_colors.html\#sphx-glr-gallery-color-named-colors-py \tn 
% Row Count 29 (+ 8)
% Row 3
\SetRowColor{white}
\seqsplit{ax.set\_xlabel("")} & \# name the x axis &  \tn 
% Row Count 31 (+ 2)
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{x{5.3984 cm} x{5.5671 cm} x{5.9045 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{3}{x{17.67cm}}{\bf\textcolor{white}{Cutomizing data appearance (cont)}}  \tn
% Row 4
\SetRowColor{LightBackground}
\seqsplit{ax.set\_ylabel("")} & \# name the y axis &  \tn 
% Row Count 2 (+ 2)
% Row 5
\SetRowColor{white}
\seqsplit{ax.set\_title("")} & \# give figure a title &  \tn 
% Row Count 4 (+ 2)
% Row 6
\SetRowColor{LightBackground}
\seqsplit{ax.tick\_params("x"/"y"}, colors = "") & \# change the color of the ticks &  \tn 
% Row Count 7 (+ 3)
% Row 7
\SetRowColor{white}
\seqsplit{ax.set\_xticks(list())} & \# change the tick values of the X axis & Use list comprehension \tn 
% Row Count 10 (+ 3)
% Row 8
\SetRowColor{LightBackground}
\seqsplit{ax.set\_yticks(list())} & \# change the tick values of the y axis & Use list comprehension \tn 
% Row Count 13 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}---}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{scatterplot}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{fig, ax = plt.scatter(x, y, s=area, c=colors, alpha=0.5) \newline ax.plot(x, y, linestyle = "None") \newline plt.show()} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Subplot}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{p{17.67cm}}{\vspace{1px}\centerline{\includegraphics[width=5.1cm]{/web/www.cheatography.com/public/uploads/brechtdewilde_1584381305_subplot.png}}} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{{\bf{ Create the subplots}} \newline fig, ax = plt.subplots(3, 2) \newline {\bf{First Subplot}} \newline ax{[}0, 0{]}.plot(x, y, color = "green") \newline {\bf{Second Subplot}} \newline ax{[}0, 1{]}.plot(x, y, color = "blue")}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{x{8.635 cm} x{8.635 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{17.67cm}}{\bf\textcolor{white}{Subplot}}  \tn
% Row 0
\SetRowColor{LightBackground}
fig, ax = plt.subplots(rows, columns, index\_of\_subplot) & fig = container holding one to more axes;  ax = individual plot \tn 
% Row Count 4 (+ 4)
% Row 1
\SetRowColor{white}
ax.plot({[}x{]}, y, color = "green") & {[}X{]} = X coordinates; Y = Y coordinates \tn 
% Row Count 6 (+ 2)
% Row 2
\SetRowColor{LightBackground}
plt.show() & Plot the figure. \tn 
% Row Count 7 (+ 1)
% Row 3
\SetRowColor{white}
plt.subplots(rows, columns, sharey = True) & All subplots have same range of Y-axis values \tn 
% Row Count 10 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Time series}}  \tn
\SetRowColor{white}
\mymulticolumn{1}{x{17.67cm}}{Once there is column with a DateTime datatype then matplotlib will recognize that this is a variable that represents time.% Row Count 3 (+ 3)
} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{x{5.5264 cm} x{11.7436 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{17.67cm}}{\bf\textcolor{white}{Time series}}  \tn
% Row 0
\SetRowColor{LightBackground}
Plot time series & ax.plot(time\_variable, variableOfInterest) \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
slice time variable & timeVariable{[}"start-date":"end-date"{]} \tn 
% Row Count 4 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Time-series with different variables}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{fix, ax = plt.subplots() \newline ax.plot(time\_variable, variable1, color = "blue") \newline ax.set\_xlabel() \newline ax.set\_ylabel() \newline  \newline ax2 = ax.twinx()     \# same x-axis but different y-axis \newline ax2.plot(time\_variable, variable2, color = "red") \newline ax2.set\_xlabel() \newline ax2.set\_ylabel() \newline plt.show()} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Add annotations}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{\# {\bf{ First argument }} is the text of the annotation \newline \# {\bf{ xy argument }} is the xy of the dataset to which the annotation has to refer (pandas object) \newline \# {\bf{ xytext argument }} is the xy coordinate of the text \newline \# {\bf{ arrowprops }} a dictionary that defines the properties of the arrow we would like to use  \newline ax.annotate("", xy = , xytext = , arrowprops = \{\}) \newline  \newline \# the arguments for the arrowprops \newline https://matplotlib.org/tutorials/text/annotations.html} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{Annotations are small pieces of text refering to a particular part of the graph.}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Bar chart}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{fig, ax = plt.subplots() \newline ax.bar(x-axis, y-axis) \newline plt.show()} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{x{8.1169 cm} x{9.1531 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{17.67cm}}{\bf\textcolor{white}{barchart}}  \tn
% Row 0
\SetRowColor{LightBackground}
\seqsplit{ax.set\_xticklabels(names)} & change the names on the x axis \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
ax.set\_ylabel("") & Change name of the y axis \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
ax.bar(x,y, bottom = , label = "")) & Important that you use the same x values, set bottom= equal to the pd.series containing the data whereon you want to stack. \tn 
% Row Count 10 (+ 6)
% Row 3
\SetRowColor{white}
\mymulticolumn{2}{x{17.67cm}}{ax.legend()} \tn 
% Row Count 11 (+ 1)
% Row 4
\SetRowColor{LightBackground}
\seqsplit{ax.set\_xticklabels(x}, rotation = 90) & If you want to turn the x labels 90 degrees. \tn 
% Row Count 14 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{17.67cm}}{You can keep adding bars to eachother by calling ax.bar(bottom) multiple times.However, you have to add the different series in bottom: \newline "medals{[}"Gold"{]} + medals{[}"Silver"{]}"}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Histogram}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{fix, ax = plt.subplots() \newline ax.hist(x, label = "", bins = value/list, histtype = , label = "") \newline ax.set\_xlabel("") \newline ax.set\_ylabel("")} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Boxplot}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{fig, ax = plt.subplots() \newline ax.boxplot(x) \newline ax.set\_ylabel() \newline  \newline \# Create multiple boxplots \newline fig, ax = plt.subplots() \newline ax.boxplot({[}mens\_rowing{[}"Height"{]}, mens\_gymnastics{[}"Height"{]}{]}) \newline ax.set\_xticklabels({[}"Rowing", "Gymnastics"{]})} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Scatterplot}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{fix, ax = plt.subplots() \newline  \newline ax.scatter(x, y, color = "" , label = "") \newline  \newline \# create mutiple scatters on the same plot with different colors \newline fix, ax = plt.subplots() \newline ax.scatter(x, y, color = "red", label ="") \newline ax.scatter(x, y, color = "blue", label = "") \newline ax.legend() \newline ax.set\_xlabel() \newline ax.set\_ylabel() \newline  \newline  \newline \# encoding a third variable by color \newline fig, ax = plt.subplots() \newline ax.scatter(x, y, c = )} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Changing plot style}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{\# This has to be before the subplots method \newline plt.style.use("ggplot") \newline  \newline \# The available styles \newline https://matplotlib.org/gallery/style\_sheets/style\_sheets\_reference.html} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{17.67cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{17.67cm}}{\bf\textcolor{white}{Sharing your visualizations}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{17.67cm}}{\# save figure \newline fig.savefig("name.png")} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}



\end{document}