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Free Software for Text Analysis, NLP, Clutering, etc., on Text Corpora?

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Hello r/machinelearning,

I'm putting together a report on some company documents, including a couple of text corpora that I'd like to do some statistical / ML analyses on.

Can you guys recommend software to help on this task? Thanks!

submitted by pyongjangjim
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