Intro to Natural Language Processing with Python package: nltk

Create a Dictionary

Text Similarity Analysis

1. tf-idf
2. Jaccard index
3. Hashing MinHash SimHash

Reference: https://moz.com/devblog/near-duplicate-detection/

Sentiment Analysis

1. how do you analyze the synchronized time series of sentiment?