Graphing communities on Twitch.tv in a visually intuitive way

Last update: Jan 07, 2023

Overview

VisualizingTwitchCommunities

This project maps communities of streamers on Twitch.tv based on shared viewership. The data is collected from the Twitch API and visualized in Gephi.

Results

I wrote an article on TowardsDataScience here

If your curious about how to read this graph and why I made it, check out the article.

How can I mess with the graph?

I made the graph in a free data visualization tool called Gephi. Download it here The data set is in Visulization/GephiData . In gephi go to laboratory and import the edge file as an edgelist. Then import the label file as a node list. From there you can go to overview and run a modularity analysis on the nodes to detect communities.

How can I collect more data?

The DataCollection folder has a script called main that can be ran to collect the top 100 streams and all their viewers and save it to a csv. You can use the windows task scheduler to run this task at any time interval you like and build up data over long periods of time.

Owner

Kiran Gershenfeld

Making Lives Easier With Computers

GitHub Repository

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