\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
\usepackage[T1]{fontenc}        % Without this we get weird character replacements
\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{KYS1477}
\pdfinfo{
  /Title (python-graphics.pdf)
  /Creator (Cheatography)
  /Author (KYS1477)
  /Subject (Python Graphics Cheat Sheet)
}

% Lengths and widths
\addtolength{\textwidth}{6cm}
\addtolength{\textheight}{-1cm}
\addtolength{\hoffset}{-3cm}
\addtolength{\voffset}{-2cm}
\setlength{\tabcolsep}{0.2cm} % Space between columns
\setlength{\headsep}{-12pt} % Reduce space between header and content
\setlength{\headheight}{85pt} % If less, LaTeX automatically increases it
\renewcommand{\footrulewidth}{0pt} % Remove footer line
\renewcommand{\headrulewidth}{0pt} % Remove header line
\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
\newcolumntype{x}[1]{>{\raggedright}p{#1}} % New column types for ragged-right paragraph columns
\newcommand{\tn}{\tabularnewline} % Required as custom column type in use

% Font and Colours
\definecolor{HeadBackground}{HTML}{333333}
\definecolor{FootBackground}{HTML}{666666}
\definecolor{TextColor}{HTML}{333333}
\definecolor{DarkBackground}{HTML}{7090A3}
\definecolor{LightBackground}{HTML}{F6F8F9}
\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 Graphics Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{KYS1477} via \textcolor{DarkBackground}{\uline{cheatography.com/186487/cs/39384/}}}
\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}KYS1477 \\
  \uline{cheatography.com/kys1477} \\
  \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 11th July, 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

% 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{3.2 cm} x{4.8 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{Packages}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{8.4cm}}{import matplotlib.pyplot as plt} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
import seaborn as snb & visually nice, high-level interface to Matplotlib, might still need Matplotlib for customisation \tn 
% Row Count 5 (+ 4)
% Row 2
\SetRowColor{LightBackground}
import plotly.express as px & has hover tool capabilities, visually attractive \tn 
% Row Count 7 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{x{4 cm} x{4 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{Basics}}  \tn
% Row 0
\SetRowColor{LightBackground}
fig, ax = subplots() \{\{nl\}\}ax.plot(x, y1, c='b', ls='-') \{\{nl\}\}ax.plot(x,y2, c='r', ls=':') \{\{nl\}\} & plot on the same subplot \tn 
% Row Count 5 (+ 5)
% Row 1
\SetRowColor{white}
fig, axes = subplots(2, 1, sharex=True, sharey=True) \{\{nl\}\} axes{[}0{]}.plot(x, y1) \{\{nl\}\}axes{[}1{]}.plot(x,y2) & create a 2 by 1 subplot \tn 
% Row Count 11 (+ 6)
% Row 2
\SetRowColor{LightBackground}
fig = plt.figure() \{\{nl\}\}plt.plot(x, y) & figsize=(10,6) \{\{nl\}\}another way of writing the code, without subplots \tn 
% Row Count 15 (+ 4)
% Row 3
\SetRowColor{white}
plt.tight\_layout() & auto fit subplots in area \tn 
% Row Count 17 (+ 2)
% Row 4
\SetRowColor{LightBackground}
plt.show() & print (use this when not using jupyter notebook) \tn 
% Row Count 20 (+ 3)
% Row 5
\SetRowColor{white}
\mymulticolumn{2}{x{8.4cm}}{fig.show()} \tn 
% Row Count 21 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{x{2.204 cm} x{2.66 cm} x{2.736 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{3}{x{8.4cm}}{\bf\textcolor{white}{Charts}}  \tn
% Row 0
\SetRowColor{LightBackground}
Line Chart & plt.plot(x, y) & label='line1', c='red', ls='-{}-' / ':' \tn 
% Row Count 3 (+ 3)
% Row 1
\SetRowColor{white}
Bar Chart & plt.bar(x, y) & \seqsplit{edgecolor='black'} \tn 
% Row Count 5 (+ 2)
% Row 2
\SetRowColor{LightBackground}
Histogram (for freq) & \seqsplit{plt.hist(data)} & bins (can be int or seq), rwidth=0.8 \tn 
% Row Count 8 (+ 3)
% Row 3
\SetRowColor{white}
Stack plot & \seqsplit{plt.stackplot(x}, y1, y2, colours={[}'r', 'b'{]}) &  \tn 
% Row Count 12 (+ 4)
% Row 4
\SetRowColor{LightBackground}
Scatter plot & plt.scatter(X, Y) & marker='x' \tn 
% Row Count 14 (+ 2)
% Row 5
\SetRowColor{white}
Scatter plot (colour diff group) & colors={[}'red' if v==0 else 'blue' if v==1 else 'green' for v in y{]} \{\{nl\}\}plt.scatter(X{[}:,0{]}, X{[}:,1{]}), c=colors) & y is the label here {[}0, 1, 2{]} \{\{nl\}\} X{[}:,0{]} is the first col of the features, X{[}:,1{]} is the second, they are the x and y axis of the scatter plot \tn 
% Row Count 25 (+ 11)
\hhline{>{\arrayrulecolor{DarkBackground}}---}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{x{2.56 cm} x{5.44 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{Plot Decorations \& Others}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{8.4cm}}{plt.title('abc')} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\seqsplit{plt.suptitle('abc')} & super title (useful when there are multiple subplots) \tn 
% Row Count 3 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\seqsplit{plt.yxabel('desc')} & X axis label \tn 
% Row Count 5 (+ 2)
% Row 3
\SetRowColor{white}
\seqsplit{plt.ylabel('desc')} & Y axis label \tn 
% Row Count 7 (+ 2)
% Row 4
\SetRowColor{LightBackground}
\seqsplit{plt.legend()} & loc='best' / 'upper right' / 'lower center' \tn 
% Row Count 9 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}


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

\end{document}