Sentiment Analysis on IMDB Celebrites

Problem statement

The purpose of this implementation is to be able to automatically obtain the top 10 IMDB celebrities whose birthday is today and identify their related tweets sentment is a positive, negative, semi-positive, semi-negative and neutral using rule-based approaches.

Solution flow diagram

Tools and packages used

The tools and packages includes:

Tools:

Dictionary of opinion lexicon could be found below: Negative-words.txt Positive-words.txt

Reference Link

Package:

Tweepy

NLTK VADER

Beautiful Soup

Codecs Library

Urllib2 Library

Datetime