Mapping GitHub – a network of collaborative coders

Posted to Network Visualization  |  Tags:  |  Nathan Yau

GitHub is a large community where coders can collaborate on software development projects. People check code in and out, make edits, etc. Franck Cuny maps this community (with Gephi), based on information in thousands of user profiles.

The above is a map colored and sorted by the main language of each person (PHP, Python, Perl, Javascript, or Ruby).

Cuny then looks at the structure within the coding networks, which is the most interesting part of the project. The Python map, for example, shows several projects, with Django in the dominant center.

In contrast, the PHP map is a lot more segregated.

I do wish there were some labels for the clusters so that I knew what exactly I was looking at, but if you like, you can download the the files (bottom of post) and explore them in Gephi yourself. See the rest of the graphs over on Flickr.

[Thanks, Steven]

13 Comments

Favorites

Pizza Place Geography

Most of the major pizza chains are within a 5-mile radius of where I live, so I have my pick, …

One Dataset, Visualized 25 Ways

“Let the data speak” they say. But what happens when the data rambles on and on?

How We Spend Our Money, a Breakdown

We know spending changes when you have more money. Here’s by how much.

Life expectancy changes

The data goes back to 1960 and up to the most current estimates for 2009. Each line represents a country.