The current project provides some script for twitter data analytics
plot_real_time_tweet_sentiment.py
- provides real time plotting of twitter sentiment by some specific word. Current plot being shown is a Pie Plot with % for each sentiment (Neutral, Negative and Positive).
- The technique for sentiment analysis is a bag-of-words approach with word scoring.
- Current list of positive and negative words is based on: (Minqing Hu and Bing Liu. "Mining and Summarizing Customer Reviews." Proceedings of the ACM SIGKDD International Conference on Knowledge ; Discovery and Data Mining (KDD-2004), Aug 22-25, 2004, Seattle, Washington, USA);
reading_tweet_files_and_plot_distribution.py
- Bar plot with sentiment comparison given two companies and given that the tweets are extracted into a CSV file