Cheat Sheets


This section provides a few cheat sheets related with python, data wrangling and data visualization. Even with a perfect understanding of python and its libraries, it's almost impossible to remember the syntax of each function of the ecosystem. That's where cheatsheets are useful 🔥!

Matplotlib logoMatplotlib cheatsheet

Datacamp provides a cheatsheet describing the basics of matplotlib. Matplotlib is the most widely used library for datavisualization with python. You can read more about it on its dedicated page.



The following 2 cheatsheets from the official matplotlib repository are also very handy:

Matplotlib cheatsheet by matplotlib (page 1).

Matplotlib cheatsheet by matplotlib (page 2).

Seaborn logoSeaborn cheatsheet

Datacamp provides a cheatsheet describing the basics of seaborn. Seaborn is also a widely used library for datavisualization with python. It allows to get very clean chart with less code. You can read more about it on its dedicated page.

Pandas logoPandas cheatsheet

Datacamp provides a cheatsheet describing the basics of pandas. Pandas is mainly used for data manipulation with Python, but also offers some dataviz helpers.

Contact

👋 This document is a work by Yan Holtz. Any feedback is highly encouraged. You can fill an issue on Github, drop me a message onTwitter, or send an email pasting yan.holtz.data with gmail.com.

Violin

Density

Histogram

Boxplot

Ridgeline

Scatterplot

Heatmap

Correlogram

Bubble

Connected Scatter

2D Density

Barplot

Spider / Radar

Wordcloud

Parallel

Lollipop

Circular Barplot

Treemap

Venn Diagram

Donut

Pie Chart

Dendrogram

Circular Packing

Line chart

Area chart

Stacked Area

Streamgraph

Timeseries with python

Timeseries

Map

Choropleth

Hexbin

Cartogram

Connection

Bubble

Chord Diagram

Network

Sankey

Arc Diagram

Edge Bundling

Colors

Interactivity

Animation with python

Animation

Cheat sheets

Caveats

3D