This project aims to provide real-time data visualization of the Twitch community, exploring the dynamics and relationships within this digital ecosystem. Using data provided by the Twitch API, DataTwitch allows visualizing the clusters and nodes of different Twitch communities, showing how they are interconnected and revealing trends and behavioral patterns within this live streaming platform.
As of February 28, 2023, this project is no longer operational or maintained due to changes in Twitch's API guidelines. The information and functionalities provided by this project may no longer be accurate or functional.
The dataset is provided from the Twitch API.
Here are some of the visualizations generated by the project:
Clusters Identified in Twitch Data
Visualization of 3 Clusters in Twitch Data
Global Star Pattern in Twitch Data
In the project directory, you can run:
Runs the app in the development mode.
Open http://localhost:5000 to view it in the browser.
The page will reload if you make edits.
You will also see any lint errors in the console.
Launches the test runner in the interactive watch mode.
See the section about running tests for more information.
Builds the app for production to the build folder.
It correctly bundles React in production mode and optimizes the build for the best performance.
The build is minified and the filenames include the hashes.
Your app is ready to be deployed!
See the section about deployment for more information.