A tutorial notebook example on analyzing sentiments of type neutral, negative or positive on a corpus of text data using lexicon based approach or more commonly known as applying rules in the following manner :
1. Extract Data
2. Tokenize Text
3. Stopword and Punctuation Removal
4. Run pre-processed text against Sentiment Lexicon