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kavyamusty's Projects

map-reduce-for-movie-reviews icon map-reduce-for-movie-reviews

Implementing Map Reduce to combine the movie ratings by various users into a given format. There is chaining of map reduce jobs. There is also implementation of Custom Writables for complex objects of keys or values.

sentiment-analysis icon sentiment-analysis

Classifying twitter tweets on a political debate into either a positive, neutral or negative tweet and also classify the topic they come under. The various models used to do this classification are Bernoulli Naive Bayes, Multinomial Naive Bayes and Decision Tree Classifier. There is VADER also included.

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