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The system detects sub-events from a stream of twitter tweets and summarizes them with relevant content

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pallavshah/TwitterSubeventDetector

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Commands:

  1. Install Gensim:

easy_install numpy easy_install scipy easy_install -U gensim

  1. Install LSHash:

pip install lshash

  1. Run the project: In src folder type the below commands -

To parse the input tweet file - python --parse parser.py <tweets_file>

To create the dictionary which is mapping of word with its unique ID - python --dict parser.py <tweets_file>

To create corpus which contains vector form of all tweets - python --corp parser.py <tweets_file>

To detect subevent given the corpus file - python --sub parser.py <tweets_file>

To detect subevents as well as creating summary for each subevent - python --all parser.py <tweets_file>

Note :: First four command should be executed in that order only. The last command will execute the entire project and hence it is the preferred command.

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The system detects sub-events from a stream of twitter tweets and summarizes them with relevant content

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