https://github.com/avijay24/sentimentanalysisonyelpreviews
Sentiment Analysis on Yelp Restaurants Reviews using R
https://github.com/avijay24/sentimentanalysisonyelpreviews
r-programming random-forest sentiment-analysis textmining yelp
Last synced: about 2 months ago
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Sentiment Analysis on Yelp Restaurants Reviews using R
- Host: GitHub
- URL: https://github.com/avijay24/sentimentanalysisonyelpreviews
- Owner: avijay24
- Created: 2023-08-14T21:50:39.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-10-23T18:12:39.000Z (over 2 years ago)
- Last Synced: 2025-02-24T12:22:23.652Z (about 1 year ago)
- Topics: r-programming, random-forest, sentiment-analysis, textmining, yelp
- Homepage:
- Size: 17.9 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# SentimentAnalysisonYelpReviews
Conceptualized aspect-based opinion mining on 4.7M Yelp restaurant reviews to identify factors leading to higher star ratings using advanced text mining techniques, achieving 88.93% accuracy and a 0.928 AUC using Random Forest model