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.