/Yelp_Review_Rating

Primary LanguageJupyter NotebookMIT LicenseMIT

Yelp_Review_Rating

For this project, I have built a system to classify Yelp reviews into 1 star to 5 star rating using Natural Language processing, achieving an accuracy of 90% using Naive Bayes and 81% using the TF-IDF method.

CONTENTS

  1. Importing Libraries
  2. Loading Data
  3. Exploratory Data Analysis
  4. NLP Classification Task
  5. Text Processing

REPOSITORY CONTAINS:

  • PCOS_data_without_infertility.xlsx -> Excel Data File
  • yelp.csv -> Comma Separated Values or CSV Data File
  • Yelp Review Rating -> Project Source Code File