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 46 product review sentiment frameworks tracked. The highest-rated is FronkonGames/Steam-Games-Scraper at 49/100 with 142 stars.
Get all 46 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=product-review-sentiment&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
FronkonGames/Steam-Games-Scraper
Extract information from all games published in Steam thanks to its Web API,... |
|
Emerging |
| 2 |
AFAgarap/ecommerce-reviews-analysis
Statistical Analysis on E-Commerce Reviews, with Sentiment Classification... |
|
Emerging |
| 3 |
t-shah02/amazon-reviews-nlp-sentiment-analysis
A data science project that utilizes ETL, EDA and ML to analyze sentiments... |
|
Experimental |
| 4 |
goutam16x/FINAL-AI-ML-results
๐ Analyze Airbnb reviews using AI/ML techniques to classify sentiment and... |
|
Experimental |
| 5 |
mounishvatti/SteamScrape
Ever wondered what players really think about a game before you dive in?... |
|
Experimental |
| 6 |
RezaGooner/Sentiment-Survey-Analyzer
This repository contains code and tools for sentiment analysis of Persian... |
|
Experimental |
| 7 |
taneemishere/Sentiment-Analysis-with-Product-Reviews
Machine learning techniques are used to evaluate a piece of text and... |
|
Experimental |
| 8 |
syedsuleman07/Jonas-Review-Guesser
๐ฎ Guess review counts on Steam with Jonas Review Guesser, a Chrome extension... |
|
Experimental |
| 9 |
RafiShaik-AI/sentiment-analysis-nlp
Natural Language Processing project that performs sentiment analysis on text... |
|
Experimental |
| 10 |
Seyha1007/Amazon-Reviews-Analysis
๐ง This project analyzes Amazon Fine Food Reviews to investigate whether... |
|
Experimental |
| 11 |
atsawinkz/thai-sentiment-analysis-pipeline
A comprehensive end-to-end NLP pipeline for analyzing and classifying Thai... |
|
Experimental |
| 12 |
trandamkhanh311207-glitch/amazon-sentiment-analysis
Built a sentiment analysis system for Amazon reviews, improving negative... |
|
Experimental |
| 13 |
logeshkannan19/ReviewScope
Turn customer reviews into actionable insights with AI |
|
Experimental |
| 14 |
anandr07/Sentiment-prediction-from-Amazon-reviews
This project employs advanced natural language processing and machine... |
|
Experimental |
| 15 |
coderakib/Sentimental-analysis-of-amazon-customer-reviews
This is the machine learning project which uses sentimental analysis of... |
|
Experimental |
| 16 |
rajshubham01/Product_Sentiment_Analysis_Using_RPA
A Sentiment Analysis Project on Product Review by the user reviews from an... |
|
Experimental |
| 17 |
RifatAnwarRobin/Text_mining_and_Sentiment_analysis_on_Amazon_product_Reviews
This contains supporting document for the report on Applying Text Mining and... |
|
Experimental |
| 18 |
huangyueranbbc/ClassificationModelForAmazonReviewsDemo
ๅบไบ50ไธไบ้ฉฌ้็พ้ฃ่ฏ่ฎบๆฐๆฎ้็่ฏ่ฎบๅ็ฑป็ณป็ป Review classification system based on 500 thousand... |
|
Experimental |
| 19 |
lprtk/nlp-amazon-customer-reviews
Sentiment analysis, text mining, topic modeling & sentiment prediction |
|
Experimental |
| 20 |
ozgekervan/Turkish-Online-Customer-Reviews-Dataset
This dataset of online customer reviews in Turkish has been prepared for... |
|
Experimental |
| 21 |
Kanishk3813/Intel_Sentiment_Analysis
Intel Review Analyzer is a powerful tool designed to help businesses... |
|
Experimental |
| 22 |
iamirmasoud/amazon_sentiment
Sentiment Analysis on Amazon Reviews Dataset in PyTorch |
|
Experimental |
| 23 |
Fuhreh/Steam-Market-Insights-Data-Advisor
๐ Predict game success on Steam by leveraging machine learning insights from... |
|
Experimental |
| 24 |
ikbalrestufauzi/AI-Sentiment-Analysis-Amazon-Reviews
๐ Analyze Amazon reviews using AI to classify sentiment, enhancing... |
|
Experimental |
| 25 |
Sidibe-Aboubacar/RatingApp-Natural-language-processing-
Voiced based review system that let you choose products ,give rating and... |
|
Experimental |
| 26 |
niketan108/Truncated-SVD-on-amazon-food
Built a model using Truncated SVD on amazon fine food review dataset |
|
Experimental |
| 27 |
EricEchemane/Filipino-Tagalog-Product-Reviews-Sentiment-Analysis
A Classification Machine Learning Model for Validating Match of Product... |
|
Experimental |
| 28 |
yukito0209/sentiment-analysis-of-taptap-game-user-reviews
A Data-Driven Study on Sentiment Analysis of TapTap Game User Reviews |
|
Experimental |
| 29 |
leen449/amazon-review-score-prediction
this project intents to predict Amazon Fine Food review scores (1โ5 stars)... |
|
Experimental |
| 30 |
daveshtrr/Mobile-Review-Sentiment-Analysis-using-Machine-Learning
๐ Analyze mobile reviews with machine learning to classify sentiments and... |
|
Experimental |
| 31 |
richardbvh/amazon-review-sentiment-analysis
NLP and machine learning project for classifying Amazon customer reviews... |
|
Experimental |
| 32 |
RinkuPatel19/Hospital-Reviews-Sentiment-Analysis
Sentiment analysis of hospital patient reviews using NLP and machine learning. |
|
Experimental |
| 33 |
stabgan/Sentiment-Analysis-from-Scratch
Custom implementation of perceptron , average perceptron and PEGASOS with... |
|
Experimental |
| 34 |
niketan108/RF-and-GBDT-using-XGBOOST-on-amazon-food-dataset
Built Random Forest and GBDT using XGBOOST model on Amazon fine food review dataset |
|
Experimental |
| 35 |
Ankita-DataSci/amazon-review-sentiment-analysis
Amazon Review Sentiment Analysis using NLP, TF-IDF and Logistic Regression... |
|
Experimental |
| 36 |
Tinoco2101/reviews
๐ Display user reviews in a dynamic carousel with responsive design, random... |
|
Experimental |
| 37 |
denizbilgin/Google-Maps-Reviews-Categorization-And-Analysis
Pictured review categorization for businesses with Python 3.10 |
|
Experimental |
| 38 |
WalidAlsafadi/BBC-News-Sentiment-Analysis
Sentiment analysis on BBC News headlines and descriptions using VADER.... |
|
Experimental |
| 39 |
chrisbraycodes/nlp-product-review-classifier
Udacity Data Science ProjectPredicts product review sentiment using natural... |
|
Experimental |
| 40 |
DevWaqarAhmad/Reviews-Sentiment
An NLP-based binary sentiment analysis model that classifies customer... |
|
Experimental |
| 41 |
pradyten/nlp-sentiment-analysis
Sentiment classification on product reviews using NLP and deep learning.... |
|
Experimental |
| 42 |
ethos-link/page
Software that fits how you actually work. Makers of https://www.reviato.com |
|
Experimental |
| 43 |
VarshiniNeralla/SentimentAnalysis
A full-stack sentiment analysis system that classifies customer product... |
|
Experimental |
| 44 |
WojciechHrycenko/SentimentAnalysis
Repository contains the project for a Sentiment Analysis course. Main goal... |
|
Experimental |
| 45 |
MikiTwenty/books-reviews-classifier
University Project |
|
Experimental |
| 46 |
electricalgorithm/RestaurantReviewClassifier
It is a trained logistic regression model to classify restaurant's reviews... |
|
Experimental |