Restaurant Review Sentiment Analysis NLP Tools
Projects applying sentiment analysis and text classification specifically to restaurant/dining reviews and feedback. Does NOT include general sentiment analysis frameworks, other domain-specific review analysis (movies, airlines, hotels), or recommendation systems without explicit sentiment/review analysis components.
There are 22 restaurant review sentiment analysis tools tracked. The highest-rated is sharmaroshan/Restaurant-Reviews-Analysis at 35/100 with 12 stars.
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
sharmaroshan/Restaurant-Reviews-Analysis
Using Natural Language Processing and Bag of Words for feature extraction... |
|
Emerging |
| 2 |
GeorgiosEtsias/Kmeans-Clustering-NLP-RestaurantOrders
The project categorizes 160K food orders from 100 different pizza shops.... |
|
Emerging |
| 3 |
prateekmaj21/Restaurant-Reviews-NLP-Project
A Natural Language Processing project based on Restaurant reviews. |
|
Emerging |
| 4 |
travisdhuang/Epicurious_Recipes
Machine Learning Study on a Dataset of Epicurious Recipes |
|
Experimental |
| 5 |
chenzhivis/Analysis-and-Classification-of-Restaurant-Reviews
Developed a NLP classification model that can classify negative reviews of... |
|
Experimental |
| 6 |
apoorvrajdev/restaurant-sentiment-analysis
NLP + Machine Learning project that classifies restaurant reviews as... |
|
Experimental |
| 7 |
DataGAF/yelp.me
The Yelp.me project aims to provide personalized venue and service... |
|
Experimental |
| 8 |
joshle298/nlp-research
NLP Research: The rise of virtual kitchens within the food delivery service... |
|
Experimental |
| 9 |
xiaohk/stat333_project_2
Madison restaurant Yelp rating prediction based on review text |
|
Experimental |
| 10 |
ThakkarVidhi/restaurant-review-analysis
Insight Platter: A comprehensive platform offering actionable insights from... |
|
Experimental |
| 11 |
balajirajv/Restaurant-Recommendation-Sentiment-Intelligence-Platform
DineSmart — Turning Unstructured Yelp Reviews into Strategic Insights. 📈 A... |
|
Experimental |
| 12 |
sam14243/Restaurant_Review_Summarizer
Sentiment Analysis of Restaurant Reviews and Summarization to get an idea... |
|
Experimental |
| 13 |
hossain-sanowar/Sentiment-Analysis-Restaurant-Review
This project is created utilizing Machine Learning Algorithms, the Flask API... |
|
Experimental |
| 14 |
gayatripandit006/CDAC--DBDA-Project
Restaurant_Review_Sentimental_Analysis |
|
Experimental |
| 15 |
24-mohamedyehia/Restaurant_Reviews_Sentiment_Analysis
This is implementation for sentiment analysis project ( Restaurant Reviews ) |
|
Experimental |
| 16 |
zion-pulapakura/restaurant-reviews
Restaurant reviews website which uses NLP to grade the sentiment of the review. |
|
Experimental |
| 17 |
Yuvaraja-techdev/Zomato--LSTM--Sentiment-Analysis
An advanced Deep Learning based Sentiment Analysis system using... |
|
Experimental |
| 18 |
Acervans/lastfm_RS
LastFM recommendation with sentiment analysis (Bachelor Thesis Project) |
|
Experimental |
| 19 |
Bhojraj-Jadhav/Zomato-Restaurant-Clustering-and-Sentiment-Analysis
Unsupervised Machine Learning |
|
Experimental |
| 20 |
akhil-b-26/sentiment-analysis
With the rapid growth of online platforms for sharing opinions and reviews,... |
|
Experimental |
| 21 |
sarahboal/System-Design-for-TripAdvisor-Restaurant-Reviews
System Design and Sentiment Analysis of Restaurant Reviews using Natural... |
|
Experimental |
| 22 |
jpeltason/create-restaurant-dataset
Jupyter Notebooks for collecting a dataset of restaurants in the area of... |
|
Experimental |