Twitch Data Analysis

Craw data from twitch and then analyze the data.

• A data analysis for games trend
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• Web crawler deployed on AWS with Scrapy
  • Crawled data from Twitch
  • Listed all the game names from the data
  • Crawled Metacritic for game information
• Semantic analysis with NLTK
  • Used Natural Language Toolkit to analyze the comments from gamers to give out a score
  • SVM
• Data visualization with Bokeh