Product Review Sentiment ML Frameworks

ML projects that classify sentiment in product/service reviews from e-commerce and review platforms. Does NOT include general sentiment analysis tools, review display/UI systems, or fake review detection without sentiment classification.

There are 50 product review sentiment frameworks tracked. 1 score above 50 (established tier). The highest-rated is FronkonGames/Steam-Games-Scraper at 52/100 with 142 stars.

Get all 50 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	FronkonGames/Steam-Games-Scraper Extract information from all games published in Steam thanks to its Web API,...	52	Established	142	Python
2	AFAgarap/ecommerce-reviews-analysis Statistical Analysis on E-Commerce Reviews, with Sentiment Classification...	40	Emerging	23	Jupyter Notebook
3	t-shah02/amazon-reviews-nlp-sentiment-analysis A data science project that utilizes ETL, EDA and ML to analyze sentiments...	35	Emerging	12	Jupyter Notebook
4	goutam16x/FINAL-AI-ML-results 📊 Analyze Airbnb reviews using AI/ML techniques to classify sentiment and...	33	Emerging	1	Jupyter Notebook
5	mounishvatti/SteamScrape Ever wondered what players really think about a game before you dive in?...	33	Emerging	8	Jupyter Notebook
6	taneemishere/Sentiment-Analysis-with-Product-Reviews Machine learning techniques are used to evaluate a piece of text and...	30	Emerging	2	Jupyter Notebook
7	coderakib/Sentimental-analysis-of-amazon-customer-reviews This is the machine learning project which uses sentimental analysis of...	27	Experimental	7	Jupyter Notebook
8	anandr07/Sentiment-prediction-from-Amazon-reviews This project employs advanced natural language processing and machine...	27	Experimental	13	Jupyter Notebook
9	rajshubham01/Product_Sentiment_Analysis_Using_RPA A Sentiment Analysis Project on Product Review by the user reviews from an...	26	Experimental	5	—
10	huangyueranbbc/ClassificationModelForAmazonReviewsDemo 基于50万亚马逊美食评论数据集的评论分类系统 Review classification system based on 500 thousand...	25	Experimental	4	Java
11	lprtk/nlp-amazon-customer-reviews Sentiment analysis, text mining, topic modeling & sentiment prediction	25	Experimental	8	Jupyter Notebook
12	ozgekervan/Turkish-Online-Customer-Reviews-Dataset This dataset of online customer reviews in Turkish has been prepared for...	24	Experimental	2	—
13	iamirmasoud/amazon_sentiment Sentiment Analysis on Amazon Reviews Dataset in PyTorch	24	Experimental	5	Jupyter Notebook
14	ikbalrestufauzi/AI-Sentiment-Analysis-Amazon-Reviews 🔍 Analyze Amazon reviews using AI to classify sentiment, enhancing...	22	Experimental	1	Jupyter Notebook
15	Seyha1007/Amazon-Reviews-Analysis 🧐 This project analyzes Amazon Fine Food Reviews to investigate whether...	22	Experimental	—	R
16	atsawinkz/thai-sentiment-analysis-pipeline A comprehensive end-to-end NLP pipeline for analyzing and classifying Thai...	22	Experimental	—	Jupyter Notebook
17	Sidibe-Aboubacar/RatingApp-Natural-language-processing- Voiced based review system that let you choose products ,give rating and...	22	Experimental	2	Java
18	niketan108/Truncated-SVD-on-amazon-food Built a model using Truncated SVD on amazon fine food review dataset	22	Experimental	1	Jupyter Notebook
19	EricEchemane/Filipino-Tagalog-Product-Reviews-Sentiment-Analysis A Classification Machine Learning Model for Validating Match of Product...	22	Experimental	6	Jupyter Notebook
20	logeshkannan19/ReviewScope Turn customer reviews into actionable insights with AI	22	Experimental	—	JavaScript
21	RafiShaik-AI/sentiment-analysis-nlp Natural Language Processing project that performs sentiment analysis on text...	22	Experimental	—	Jupyter Notebook
22	trandamkhanh311207-glitch/amazon-sentiment-analysis Built a sentiment analysis system for Amazon reviews, improving negative...	22	Experimental	—	Jupyter Notebook
23	denizbilgin/Google-Maps-Reviews-Categorization-And-Analysis Pictured review categorization for businesses with Python 3.10	21	Experimental	7	Python
24	niketan108/RF-and-GBDT-using-XGBOOST-on-amazon-food-dataset Built Random Forest and GBDT using XGBOOST model on Amazon fine food review dataset	21	Experimental	1	Jupyter Notebook
25	syedsuleman07/Jonas-Review-Guesser 🎮 Guess review counts on Steam with Jonas Review Guesser, a Chrome extension...	21	Experimental	—	JavaScript
26	yukito0209/sentiment-analysis-of-taptap-game-user-reviews A Data-Driven Study on Sentiment Analysis of TapTap Game User Reviews	20	Experimental	3	Jupyter Notebook
27	Fuhreh/Steam-Market-Insights-Data-Advisor 📊 Predict game success on Steam by leveraging machine learning insights from...	19	Experimental	1	Jupyter Notebook
28	RinkuPatel19/Hospital-Reviews-Sentiment-Analysis Sentiment analysis of hospital patient reviews using NLP and machine learning.	14	Experimental	—	Jupyter Notebook
29	daveshtrr/Mobile-Review-Sentiment-Analysis-using-Machine-Learning 📊 Analyze mobile reviews with machine learning to classify sentiments and...	14	Experimental	—	Jupyter Notebook
30	richardbvh/amazon-review-sentiment-analysis NLP and machine learning project for classifying Amazon customer reviews...	14	Experimental	—	Jupyter Notebook
31	stabgan/Sentiment-Analysis-from-Scratch Custom implementation of perceptron , average perceptron and PEGASOS with...	14	Experimental	—	Python
32	leen449/amazon-review-score-prediction this project intents to predict Amazon Fine Food review scores (1–5 stars)...	14	Experimental	—	Jupyter Notebook
33	dashminded/WeekendGo An intelligent online hotel booking system that uses Machine Learning for...	13	Experimental	2	JavaScript
34	MikiTwenty/books-reviews-classifier University Project	13	Experimental	—	Jupyter Notebook
35	Tinoco2101/reviews 🌟 Display user reviews in a dynamic carousel with responsive design, random...	13	Experimental	—	HTML
36	pradyten/nlp-sentiment-analysis Sentiment classification on product reviews using NLP and deep learning....	13	Experimental	—	Jupyter Notebook
37	WojciechHrycenko/SentimentAnalysis Repository contains the project for a Sentiment Analysis course. Main goal...	13	Experimental	—	Jupyter Notebook
38	VarshiniNeralla/SentimentAnalysis A full-stack sentiment analysis system that classifies customer product...	13	Experimental	—	JavaScript
39	werixx1/Steam-Games-Reviews-Analysis-Sentiment-Analysis uni group project for machine learning course	12	Experimental	3	Jupyter Notebook
40	nafisalawalidris/Product-Review-Sentiment-Analysis The Product Review Sentiment Analysis project that leverages NLP and ML ...	11	Experimental	3	Jupyter Notebook
41	nisarmasid/Amazon-Reviwes-Naive-Bayes-and-SVM- This project is about classifying text, the amazon reviews data has been...	11	Experimental	4	—
42	chrisbraycodes/nlp-product-review-classifier Udacity Data Science ProjectPredicts product review sentiment using natural...	11	Experimental	—	Jupyter Notebook
43	DevWaqarAhmad/Reviews-Sentiment An NLP-based binary sentiment analysis model that classifies customer...	11	Experimental	—	HTML
44	mylifebuglife/AI_Project_WS2022-23_THB Estimate Video Games Success in Steam	11	Experimental	—	Jupyter Notebook
45	AshNumpy/Amazon-Reviews-NLP-ML Amazon reviews sentiment analysis	11	Experimental	3	HTML
46	Dalesrox/Amazon_Spark_NLP Reduced processing time from 4 hours to 14 minutes using scalable NLP topic...	11	Experimental	—	Jupyter Notebook
47	sameetpatil5/sentify-reviews Analyze customer reviews with Sentify Reviews. Classify sentiments, detect...	11	Experimental	—	HTML
48	Chandrakant817/Semantic-Analysis-of-Restaurant-Reviews Semantic Analysis of Restaurant Reviews (NLP Use Case)	10	Experimental	2	C
49	jo0707/sentiment-analysis Sentiment Analysis attempt and comparison in chess.com play store review...	10	Experimental	2	Jupyter Notebook
50	sonadukane18/Sentiment_Analysis_of_Restaurant_Review- The aim of this project is to develop a robust sentiment analysis system...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

amazon-reviews-nlp-sentiment-analysis and Sentimental-analysis-of-amazon-customer-reviews (35 vs 27) Sentiment-Analysis-with-Product-Reviews and sentiment-analysis-nlp (30 vs 22)