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Identify hate speech (racist or sexist tweets) in Twitter with NLTK

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Twitter Hate Detection

Task in Hand

Identify hate speech (racist or sexist tweets) in Twitter with NLTK.

What is to be Done?

  1. Clean up tweets and build a classification model by using NLP techniques.
  2. Cleanup specific parts for tweets data.
  3. Use Regularization, hyperparameter tuning, stratified k-fold and cross-validation to get the best model.