Chancylin / twitter_data_analysis

Python project to fetch twitter data for some interesting analyses

Twitter data analyses (ML and AI in the public world)

Check out my post on this project.

1. Collect twitter data during a period of time (could also be streaming data), with the filtering on the topics of our interest. In this case, use hashtag #MachineLearning and #AI;
2. Use LDA (topic model) to analyze tweets; extract the topics and their associated words;
3. Use sentiment analysis to analyze the sentiment of tweets regarding ML and AI;
4. Do some further analyses to mine more useful and interesting results. For example,
   • What are the topics and associated words for tweets discussing ML and AI;
   • What are the sentiments (Negative/Neutral/Positive) for tweets discussing ML and AI;
   • How the topics and sentiments change over time? And is there any pattern between the topics and sentiments? If so, what is that?
5. More...