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job_analysis

Aspect Based sentiment analysis on job reviews using NaiveBayes and SVM This repository includes

  1. scraps job reviews from indeed.com as and storing it in JSON format.
  2. trains a word2vec model for finding similar words for aspect extraction.
  3. extracts aspect from the raw dataset
  4. preprocessing and classifying sentences based on sentence and polarity.
  5. feature extraction - reducing the vocabulary.
  6. training NaiveBayes and SVM model for aspect and sentiment analysis .
  7. Graphically displaying the result.