Yelp Review Classification NLP Tools

Projects for classifying and analyzing Yelp restaurant/business reviews using NLP and machine learning techniques. Does NOT include general sentiment analysis frameworks, other review platforms, or non-review-focused NLP applications.

There are 38 yelp review classification tools tracked. The highest-rated is Jetsu0/hospital-reviews-topic-modelling-sentiment-analysis at 41/100 with 1 stars.

Get all 38 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	Jetsu0/hospital-reviews-topic-modelling-sentiment-analysis 🎭 Analyze hospital reviews from Google Maps with topic modelling and...	41	Emerging	1	Jupyter Notebook
2	msahamed/yelp_comments_classification_nlp Yelp round-10 review comments classification using deep learning (LSTM and...	39	Emerging	75	Jupyter Notebook
3	glennfang/apple-app-reviews-scraper Apple App Store reviews scraper with backoff strategy to tackle rate limiting	39	Emerging	17	Jupyter Notebook
4	HarshCasper/Blind-App-Reviews Scraped reviews of over 25 companies from the Blind App ⚡️	38	Emerging	16	—
5	jeffjohannsen/Predicting_Yelp_Review_Quality [Archived] Classical NLP pipeline (2019-2020) predicting Yelp review quality...	34	Emerging	6	Jupyter Notebook
6	Hanszhuang/yunyi 2018“云移杯- 景区口碑评价分值预测	34	Emerging	30	Jupyter Notebook
7	Jl-wei/mini-bar A tool for app review mining	30	Emerging	6	Python
8	i008/nyyelp predicting yelp review rating using recurrent neural networks	28	Experimental	22	Jupyter Notebook
9	point6013/meituan_reviews_analysis meituan reviews analysis	28	Experimental	8	Jupyter Notebook
10	roshan-acharya/Review-Analyzer Review Analyzer is a Python web app that lets users analyze product reviews...	26	Experimental	3	Python
11	adzict/yelp_sentiment_analysis Predicting the sentiment of a Yelp review, and make actionable...	23	Experimental	3	Jupyter Notebook
12	aifenaike/Customer-Review-Sentiment-Analysis A sentiment analysis model for food product reviews by customers.	23	Experimental	3	Jupyter Notebook
13	NakerTheFirst/Glassdoor-reviews-mining End-to-end Data Science analysis of Glasdoor reviews of employees on...	19	Experimental	—	R
14	pushpendra-co-in/Sentiment-prediction-on-reviews This is a single webpage application in which we need to enter a review and...	18	Experimental	2	Jupyter Notebook
15	Enig04/Review-Analysis-and-Summarization-System AI-powered system for detecting fake reviews, analyzing sentiment, and...	18	Experimental	1	Python
16	jishen-harilal/hospital-reviews-topic-modelling-sentiment-analysis Analyze hospital reviews using topic modeling (LDA) and sentiment analysis...	18	Experimental	1	Jupyter Notebook
17	AnjaliDharmik/Sentiment-Analysis Sentiment Analysis for Yelp reviews use NLP to classify reviews as positive...	17	Experimental	1	Jupyter Notebook
18	redayzarra/NLP_YelpReviews This project covers the topic of natural language processing or NLP to...	17	Experimental	1	Jupyter Notebook
19	lxntung95/yelp-coffee-shop-analysis End-to-end analysis of Yelp reviews combining SQL extraction, NLP sentiment...	14	Experimental	1	Jupyter Notebook
20	ataozarslan/NLP_Sentiment_Analysis This repository includes an NLP Project about analyzing the restaurant...	14	Experimental	1	Jupyter Notebook
21	B0LB0LI/Zomato--LSTM--Sentiment-Analysis Analyze Zomato restaurant reviews using a Bidirectional LSTM model to...	14	Experimental	—	Python
22	hiianish/city-review-sentiment-model NLP-based system that analyzes city reviews for sentiment and recommends...	14	Experimental	—	Python
23	DataS-DHSC/better-regulations-tool A tool to support the identification of Review Clauses in legislation.	12	Experimental	1	Python
24	FPT-ThaiTuan/Use-Google-Play-Scraper-to-crawl-the-Google-Play-Store-for-Python Use google-play-scraper 1.2.6 to collect app reviews.	12	Experimental	8	Jupyter Notebook
25	mariannebravo/feelings-review Skills: NLP (Natural Language Processing) problem definition, binary...	11	Experimental	—	Shell
26	IvayloP0709/nlp-review-rating-thesis MSc Data Science and Society thesis project investigating NLP techniques...	11	Experimental	—	Jupyter Notebook
27	ArpitaRandive/sentiment-analysis Sentiment Analysis of customer reviews for tourist attractions using machine...	11	Experimental	—	Jupyter Notebook
28	ishubhgupta/Review-Insight Review-Insight is an NLP tool that automatically extracts key topics and...	11	Experimental	—	Python
29	thedanicode24/sentiment-analysis-yelp Sentiment analysis of Yelp reviews using Apache Spark and machine learning models.	11	Experimental	—	Jupyter Notebook
30	dailyLi/yelp_da NLP Sentiment Analysis with Yelp Review Data Set	11	Experimental	4	Jupyter Notebook
31	hangngdata/hospital_reviews_sentiment_analysis Sentiment analysis of hospital reviews on Google Maps using web scraping and NLP	11	Experimental	—	Jupyter Notebook
32	EricEchemane/Assessing-the-Correlation-of-a-Product-Review-Comment-and-its-Score-Rating This is a Machine Learning Application That Can Assess the Correlation of a...	11	Experimental	4	Jupyter Notebook
33	noernimat/nlp_exploratory_data_analysis EDA using Women's E-Commerce Clothing Reviews Dataset	11	Experimental	3	Jupyter Notebook
34	nikibor/Yelp-commentaries Дипломный проект бакалавриата УлГТУ	10	Experimental	2	Jupyter Notebook
35	ileenf/Rate-My-Class An IOS app using Objective-C where users can write and read reviews for...	10	Experimental	2	Objective-C
36	jaffar99/Sentiment-Analysis A Data Mining Project that does sentiment analysis on Yelp Dataset reviews...	10	Experimental	2	Python
37	jianninapinto/Coffee-Shops-Review-Analysis-using-NLP Performed feature engineering and data cleaning on text data using...	10	Experimental	2	Jupyter Notebook
38	PratikhyaManas/Yelp-Review-Analysis-using-Natural-Language-Processing-NLP In this project, Natural Language Processing (NLP) strategies will be used...	10	Experimental	2	Jupyter Notebook