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Review Analysis

NLP software in python to analyse the sentiments of the reviews give ratings for each Job Role and suggests possible improvements.

Description

Analyses the sentiments of the reviews and suggests possible improvements using natural language processing. Ratings have also been predicted for each Job Role (Ratings.ipynb)

Features

  • assigns sentiment scores to each feedback.
  • suggests defects in features for improvements. (is possible)
  • ratings have been predicted for each job role.

Getting started

Install

pip install -r requirements.txt

Usage

To assign sentiments to feedbacks:

python sentiment_classification.py

To improve suggestions:

python improvement_suggestions.py

Acknowledgements

All team members of Team coDecoders

Aayush Jitendra Kumar
Avinash Kumar
Shaswat Sheshank

License

This project is licensed under the MIT License.