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Exploring this topic as I think it is important to categorize hate speech and understand the sentiment behind it. There is a very fine line on whether to classify a tweet as hate speech and we are looking to define this threshold.To build a model which classifies tweets as hate speech/racist one or not. Also considered an alternative model which assigns these tweets a score between 0 and 1 which signifies the hatred/racism measure.