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.
Workflow
03_Lexicon Based Approach for Sentiment Analysis
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Created with KNIME Analytics Platform version 4.5.0
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