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@workingforchrist Thank you very much for all this valuable feedback! Every note was valid and I really appreciate it.

I want to just get to the point and I'm tired of seeing the same thing over and over. Here's what I did: Similarity Grouping - So many headlines and microblogs essentially say the same thing. I only want to see it once. Summarization - Most posts can be a sentence. Topic Modeling - Discover...