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Tweet Summarization

Prerequisites to run the project:

  • Flask
  • MysqlDB
  • Twython

To start the project, on the terminal enter the command: python start.py

On the Browser, localhost:5000 , would open the page wherein you can enter the hashtag The script hydtfidf.py runs to generate summary using the hybrid TF-IDF Algorithm.

hydtfidf.py runs the Hybrid TFIDF algorithm.

clustertfidf.py runs Cluster TFIDF algorithm.

retweetcount.py runs Retweet Count Algorithm.

rouge.py calculates ROUGE scores of the entered hashtag. ref_summaries contains reference summaries of hashtags sys_summaries contains summaries generated by the three algorithms.

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