Sentiment Analysis — Comparing 3 Common Approaches: Naive Bayes, LSTM, and VADER

A Study on Strengths and Drawbacks for the Different Approaches (With Sample Code)

Kevin C Lee
Towards Data Science
10 min readMay 29, 2021

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Note: The code for this post can be found here

Sentiment Analysis (image by Author)

Sentiment Analysis, or Opinion Mining, is a subfield of NLP (Natural Language Processing) that aims to extract…

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