Lexicon Based Approach for Sentiment Analysis

Workflow preview
This workflow shows how to perform a lexycon based approach for sentiment analysis of IMDB reviews dataset. The dataset contains movie reviews, previously labelled as positive/negative. The lexicon based approach assigns a sentiment to each word in a text based on dictionaries of positive and negative words. A sentiment score is then calculated for each document as: (number of positive words - number of negative words) / total number of words.
hosted by

Download workflow

By downloading the workflow, you agree to our terms and conditions.

License CC-BY-4.0

Discussion