/CS181_Final_Project

Yelp Review Sentiment Analysis and Prediction using NLP techniques.

Primary LanguageJupyter Notebook

CS181 Final Project: Yelp Review Sentiment Analysis

Zihao Xu, Yu Xuan Hong, Bingyan Ren

Abstract

In this project, we explored and performed sentiment analysis on reviews obtained from the Yelp Data Challenge. We explored temporal trends of review sentiment as well as interesting interactions between review tags. We also build a sentiment predictor for reviews solely based on text analysis. The resulting interactive module allows us to assess the sentiment of a unlabeled piece of review text with a confidence score.

Paper & Presentation

Project Paper: https://bit.ly/2lPTT5T
Project Presentation: https://bit.ly/2lAeg6X