\documentclass[10pt,a4paper]{article}

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% Document Info
\author{sajid\_ali\_1}
\pdfinfo{
  /Title (matplotlib.pdf)
  /Creator (Cheatography)
  /Author (sajid\_ali\_1)
  /Subject (Matplotlib Cheat Sheet)
}

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% Header and Footer
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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}{sajid\_ali\_1} via \textcolor{DarkBackground}{\uline{cheatography.com/197163/cs/41525/}}}
\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}sajid\_ali\_1 \\
  \uline{cheatography.com/sajid-ali-1} \\
  \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 December, 2023.\\
   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

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% www.emerson.emory.edu/services/latex/latex_169.html
\footnotesize % Small font.

\begin{multicols*}{3}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Prepare the Data}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{{\bf{ 1D Data }}} \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{}  `import numpy as np ` \newline \textgreater{}\textgreater{}\textgreater{}  `x = np.linspace(8, 10, 100)` \newline \textgreater{}\textgreater{}\textgreater{}  `y = np.cos(x) ` \newline \textgreater{}\textgreater{}\textgreater{}  `z = np.sin(x)`}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Prepare the 2D Data}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{{\bf{2D Data or Images}}} \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{} `data = 2 {\emph{ np.random.random ((10,10))` \newline \textgreater{}\textgreater{}\textgreater{}  `data2 = 3}} np.random.random((10,10)` \newline \textgreater{}\textgreater{}\textgreater{}  `Y, X = np.mgrid{[}-3:3:180j, -3:3:180j{]}` \newline \textgreater{}\textgreater{}\textgreater{}  `U = -1 - X {\bf{ 2 + Y ` \newline \textgreater{}\textgreater{}\textgreater{}  `V = 1 + X - Y }} 2` \newline \textgreater{}\textgreater{}\textgreater{}  `from matplotlib.cbook import get\_sample\_data ` \newline \textgreater{}\textgreater{}\textgreater{}  `img = \seqsplit{np.load(get\_sample\_data('axes\_grid/biveriate\_normal.npy))`}}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Create Plot}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{} `import matplotlib.pyplot as plt`} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{\bf{Figure}}} \tn 
% Row Count 2 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{}  `fig = plt.figure() ` \newline \textgreater{}\textgreater{}\textgreater{}  `fig2 = \seqsplit{plt.figure(figsize=plt.figaspect(2},0)`}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Create Plot}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{{\bf{Axes}}} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{All plotting is done with respect to an Axes. In most cases, a subplot will fit your needs.} \tn 
% Row Count 3 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{}  `fig.add\_axes()` \newline \textgreater{}\textgreater{}\textgreater{}  `ax1 = fig.add\_subplot(221)` \newline \textgreater{}\textgreater{}\textgreater{}  `ax3 =fig.add\_subplot(212)` \newline \textgreater{}\textgreater{}\textgreater{}  `fig3, axes =plt.subplots(mrows=2,mcols=2)` \newline \textgreater{}\textgreater{}\textgreater{}  `fig4, axes2 = plt.subplots(ncols=3)`}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Save Plot}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{} plt.savefig('foa.png')  \newline \textgreater{}\textgreater{}\textgreater{} plt.savefig ('foag.png, transparent=True)} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Show Plot}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{} plt.show()} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Plotting Routines}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{{\bf{1D Data}}} \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{} `fig, ax = plt.subplots()` \newline \textgreater{}\textgreater{}\textgreater{} `lines = ax.plot(x,y)` \newline \textgreater{}\textgreater{}\textgreater{} `ax.scatter(x,y)` \newline \textgreater{}\textgreater{}\textgreater{} `axes{[}0,0{]}.bar({[}1,2,3{]},{[}3,4,5{]})` \newline \textgreater{}\textgreater{}\textgreater{} `axes{[}1,0{]}.barh({[}0.5,1,2.5{]},{[}0,1,2{]})` \newline \textgreater{}\textgreater{}\textgreater{} `axes{[}1,1{]}.axhline(0.45)` \newline \textgreater{}\textgreater{}\textgreater{} `axes{[}0,1{]}.axvline(0.65)` \newline \textgreater{}\textgreater{}\textgreater{} `ax.fill(x,y,color='blue')` \newline \textgreater{}\textgreater{}\textgreater{} `ax.fill\_between(x,y,color='yellow')`}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Plotting Routines}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{{\bf{2D Data}}} \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{} `fig, ax = plt.subplots()` \newline \textgreater{}\textgreater{}\textgreater{} `im =ax. inshow(img, ` \newline `cmap='girst\_earth', ` \newline `interpolation='nearest', ` \newline `vmin=-2, ` \newline `vmax=2)` \newline \textgreater{}\textgreater{}\textgreater{} `axes2{[}0{]}.pcolor(data2)` \newline \textgreater{}\textgreater{}\textgreater{} `axes2{[}0{]}.pcolormesh(data)` \newline \textgreater{}\textgreater{}\textgreater{} `CS = plt.contour(Y,X,U)` \newline \textgreater{}\textgreater{}\textgreater{} `axes2{[}2{]}.contourf(data1)` \newline \textgreater{}\textgreater{}\textgreater{} `axes2{[}2{]}=ax.clabel(CS)`}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Vector Fields}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{} `axes{[}0,1{]}.arrow(0,0,0.5,0.5)` \newline \textgreater{}\textgreater{}\textgreater{} `axes{[}1,1{]}.quiver(y,z)` \newline \textgreater{}\textgreater{}\textgreater{} `axes{[}0,1{]}.streamplot(X,Y,U,V)`} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Data Distributions}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{\textgreater{}\textgreater{}\textgreater{} `ax1.hist(y)` \newline \textgreater{}\textgreater{}\textgreater{} `ax3.boxplot(y)` \newline \textgreater{}\textgreater{}\textgreater{} `ax3.violinplot(z)`} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Plot Anatomy \& Workflow}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Plot Anatomy} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Workflow} \tn 
% Row Count 2 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{The basic steps to creating plots with matplotlib are:  \newline 1. Prepare Data 2. Create Plot 3. Plot 4. Customized Plot 5. Save Plot 6. Show Plot \newline  \newline `\textgreater{}\textgreater{}\textgreater{} import matplotlib.pyplot as plt` \newline `\textgreater{}\textgreater{}\textgreater{} x = {[}1,2,3,4{]}` \newline `\textgreater{}\textgreater{}\textgreater{} y = {[}10,20,25,30{]}` \newline `\textgreater{}\textgreater{}\textgreater{} fig = plt.figure() ` \newline `\textgreater{}\textgreater{}\textgreater{} ax.plot(x, y, color ='lightblue', linewidth=3)` \newline `\textgreater{}\textgreater{}\textgreater{} ax.scatter({[}2,4,6{]}),{[}5,15,25{]}, ` \newline `color='darkgreen',` \newline `marker='\textasciicircum{}')` \newline `\textgreater{}\textgreater{}\textgreater{} ax.set\_xlin(1, 6.5)` \newline `\textgreater{}\textgreater{}\textgreater{} plt.savefig('foa.png')` \newline `\textgreater{}\textgreater{}\textgreater{} plt.show()`}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Close and Clear}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{`\textgreater{}\textgreater{}\textgreater{} plt.cla()` \newline `\textgreater{}\textgreater{}\textgreater{} plt.clf()` \newline `\textgreater{}\textgreater{}\textgreater{} plt.close()`} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Plotting Customize Plot}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{{\bf{Colors, Color Bars \& Color Maps}}} \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{`\textgreater{}\textgreater{}\textgreater{} plt.plot(x,x,x,x{\bf{2, x, x}}3)` \newline `\textgreater{}\textgreater{}\textgreater{} ax.plot(x, y, alpha=0.4)` \newline `\textgreater{}\textgreater{}\textgreater{} ax.plot(x, y, c='k')` \newline `\textgreater{}\textgreater{}\textgreater{} fig.colorbar(in, \seqsplit{orientation='horizontal')`} \newline `\textgreater{}\textgreater{}\textgreater{} in = ax.inshow(img, cmap='seismic')`}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Markers}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{`\textgreater{}\textgreater{}\textgreater{} fig, ax=plt.subplots()` \newline `\textgreater{}\textgreater{}\textgreater{} ax.scatter(x,y, marker='',"` \newline `\textgreater{}\textgreater{}\textgreater{} ax.plot(x,y, marker="0")`} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Linestyles}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{`plt.plot(x,y,linewidth=4.0)` \newline `plt.plot(x,y,ls='solid')` \newline `plt.plot(x,y,ls='-{}-')` \newline `plt.plot(x,y,,'-{}-',x{\bf{2,y}}2,'-.')` \newline `plt.setp(lines,color='r', linewidth=4.0)`} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Text \& Annotations}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{`\textgreater{}\textgreater{}\textgreater{} ax.text(1,-2.1, 'Example Graph', style='italic')` \newline `\textgreater{}\textgreater{}\textgreater{}ax.annotate("Sine", ` \newline `xy =(0,0),xycoords='data',` \newline ` xytext=(10.5,0),textcoords='data',` \newline ` arrowprops=dict(arrowstyle="-{}-{}-\textgreater{}", ` \newline `connectionstyle='arc3'),)`} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Mathtext}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{`\textgreater{}\textgreater{}\textgreater{}plt.title(r'\$sigma\_i=15\$', fontsize=20)`} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Limits, Legends and Layouts}}  \tn
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{{\bf{Limits \& Autoscaling }} \newline \textgreater{}\textgreater{}\textgreater{} ax.margins(x=0.0, y=0.1) \newline \textgreater{}\textgreater{}\textgreater{} ax.axis('equal') \newline \textgreater{}\textgreater{}\textgreater{} ax.set(xlin={[}0,10.5{]},  \newline ylin={[}-1.5,1.5{]} \newline \textgreater{}\textgreater{}\textgreater{} ax.set\_xlin(0,10.5) \newline {\bf{Legends}} \newline \textgreater{}\textgreater{}\textgreater{} ax.set(title='An Example Axes'  \newline ylabel="Y-axis', xlabel='X-Axis") \newline \textgreater{}\textgreater{}\textgreater{}ax.legend(loc="best") \newline {\bf{Ticks}} \newline \textgreater{}\textgreater{}\textgreater{}ax.xaxis.set(ticks=range(1,5), \newline ticklabels={[}3,100,-12,"foa"{]}) \newline \textgreater{}\textgreater{}\textgreater{} ax.tick\_parama(axis='y',  \newline direction='inout', length=10) \newline {\bf{Subplot Spacing }} \newline \textgreater{}\textgreater{}\textgreater{} \seqsplit{fig3.subplots\_adjust(wspace=0.5},  \newline hspace =0.3, left=0.125, right=0.9,button=0.1) \newline {\bf{Axis Spines}}  \newline \textgreater{}\textgreater{}\textgreater{} ax1.spines{[}'top'{]}.set\_visible(False) \newline \textgreater{}\textgreater{}\textgreater{} ax1.spines{[}'button'{]}.set\_position(('outward',10))} \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}


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

\end{document}