/Twitter-and-IMDB-Sentimental-Analytics

Twitter and IMDB Sentimental Analytics using Apache Spark Streaming APIs and Python

Primary LanguagePythonApache License 2.0Apache-2.0

Twitter-and-IMDB-Sentimental-Analytics

Twitter and IMDB Sentimental Analytics using Apache Spark Streaming APIs and Python.

Implemented a system to perform sentiment analysis over IMDB movie reviews and real time Twitter data using Spark’s streaming APIs

We used an ensemble of logistic regression and Naive Bayes classifier from Python’s machine learning package scikit­learn, for classification into positive and negative reviews/tweets