five

BTM and Distinguish program

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Figshare2020-12-22 更新2026-04-08 收录
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https://figshare.com/articles/dataset/BTM_and_Distinguish/11352590/2
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This project is used to identify the potential topic of the tweet and extract relief supplies and location information from the tweet.File introduction:BTM_Model_window.py:The window program of the BTM model will call the methods involved in the BTM model.BTMModel.py:BTM method code.Biterm.py:Classes in BTMtest_tweet.csv:Tweets related to Typhoon Haiyan (used in BTM_Model_window.py, test data, not complete data).<br>stemtext.py:Used for tweet extraction (input data example: demand_tweets.xlsx; output data example: tem_result.xls)wordfrequency.py:Used to calculate the frequency of tweets.main_dis.py:Call Distinguish.py to extract rescue supplies and location information from tweets (input data example: demand_tweets.xlsx, DIC.xlsx; output data example: result.xlsx)Distinguish.py:Method file.
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2020-12-22
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