If you want to change the source code, feel free. Ideas I have include:
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Change the way the user is authenticated. Doing it via authorising via the browser is better for the end user, however I only know to do it via application keys.
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Config file. Settings such as filter file name, how many rts/likes the popular mode needs, defaults for review/popular mode etc.
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Upload archive to allow for more than 3600 tweets to be searched.
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Using fuzzywuzzy matching
Keeping documentation updated would be nice too. Feel free to edit documentations, such as this (e.g adding ideas).
The code is only tested by me currently. From what I can tell, it fully works, but more testing is always appreciated.
The filter list could always do with an update.