Machine Learning for Twitch.tv Broadcasters! This web app constantly polls twitch for data and processes it for machine learning algorithms

Twitch Ex Machina needs some api keys to run

PostgreSQL

• DB_NAME='AwesomeDB'
• DB_USER='AwesomePerson'
• DB_PASS='hunter2'
• DB_HOST='google.com'
• DB_PORT='5432'

Twitch API

• TWITCH_API={'client-id': 'hunter2'}

Giantbomb API

• GIANTBOMB_NAME={'user-agent': 'AwesomeBot'}
• GIANTBOMB_API='hunter2'

Plotly API

• PLOTLY_NAME='AwesomePerson'
• PLOTLY_API='hunter2'
• STREAM_KEY=['hunter2', 'hunter2', 'hunter2', ...],

Call these functions with heroku scheduler or a worker

Games Update

• python application/db -g
• 10 minutes

Features Update

• python application/db -f
• hourly

Streams Update

• python application/db -t
• hourly
• Lots of data here (200000+ streams)

Time Models**

• python application/machine -p
• daily

Full model**

• python application/machine -f
• weekly

Summary Plots

• python application/db -p
• weekly

Time Model Plots

• python application/machine -t 20
• weekly