Logo Questions Linux Laravel Mysql Ubuntu Git Menu
 

Sankey diagrams in Python

Is there a Python library for generating Sankey diagrams?

I've seen this list of Sankey diagram applications and libraries, but none of them is in Python.

like image 656
nazca Avatar asked Oct 25 '09 05:10

nazca


People also ask

What is a Sankey diagram used for?

A sankey diagram is a visualization used to depict a flow from one set of values to another. The things being connected are called nodes and the connections are called links.


2 Answers

Apparently matplotlib 1.1 can now do this. Code and sample output is here.

Below is a screenshot demonstrating what it can do.

enter image description here

like image 67
saveenr Avatar answered Sep 28 '22 23:09

saveenr


I did a Google search on "Python graph visualization" and found some stuff. There are several libraries that have "spring" behavior where the software balances out a graph and makes it pretty; they do much of the work for you. But they draw graph diagrams, with nodes and edges, nothing like a Sankey diagram.

A Google search on "Python sankey" produced no useful results.

I did some Google searches on "Python vector graphics" and found this very promising result:

http://pypi.python.org/pypi/Things

With Things, apparently you draw basic shapes in Inkscape (a free vector editing program) and then you write Python to scale, rotate, etc. the shapes to produce an image or an animation. It should be possible to write Python code to automatically make the Sankey arrows spring away from their sources, turning up, down, whatever.

See also the StackOverflow discussion of drawing vector diagrams in Python: svg diagrams using python

That page led me to: http://cairographics.org/ which looks very useful.

The blog you linked has a posting about an article on automatic Sankey diagram creation:

http://www.sankey-diagrams.com/sankey-diagrams-are-directed-weighted-graphs/

http://www.svgopen.org/2003/papers/RenderingGraphs/index.html

I didn't find a turnkey solution for you, but I did find some parts that could potentially be used in a solution. Good luck.

like image 44
steveha Avatar answered Sep 28 '22 23:09

steveha