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3. NLP_twitter_sentiment_analysis

Project Title

  • Natural Language Processing - Twitter Sentiment Analysis

  • I used a Naive Bayes Classifier (NB) to learn the correct labels from the training data. I used training dataset from Sentiment140 at sentiment140.com. The dataset comes with prelabeled columns containing one of two binary targets.

ML Portfolio #3

Prerequisites

  • Python 3.*
  • Anaconda 3.6.*

Installing and Necessary Libraries

Check out the file 'requirements.txt'

Live Notebook @

You can view a fully rendered notebook by following this nbviewer link:

http://nbviewer.jupyter.org/github/RonKG/machine-learning-portfolio-projects/blob/master/3.%20NLP_twitter_sentiment_analysis/FINAL____twitter_sentiment_twitter.ipynb

Note

The twitter data downloaded for sentiment analysis contains some offensive tweets since it is twitter after all!

License

This project is licensed under the MIT License - see the LICENSE.md file for details