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.

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# Framework Score Tier
1 FronkonGames/Steam-Games-Scraper

Extract information from all games published in Steam thanks to its Web API,...

49
Emerging
2 AFAgarap/ecommerce-reviews-analysis

Statistical Analysis on E-Commerce Reviews, with Sentiment Classification...

33
Emerging
3 t-shah02/amazon-reviews-nlp-sentiment-analysis

A data science project that utilizes ETL, EDA and ML to analyze sentiments...

28
Experimental
4 goutam16x/FINAL-AI-ML-results

๐Ÿ“Š Analyze Airbnb reviews using AI/ML techniques to classify sentiment and...

27
Experimental
5 mounishvatti/SteamScrape

Ever wondered what players really think about a game before you dive in?...

26
Experimental
6 RezaGooner/Sentiment-Survey-Analyzer

This repository contains code and tools for sentiment analysis of Persian...

25
Experimental
7 taneemishere/Sentiment-Analysis-with-Product-Reviews

Machine learning techniques are used to evaluate a piece of text and...

23
Experimental
8 syedsuleman07/Jonas-Review-Guesser

๐ŸŽฎ Guess review counts on Steam with Jonas Review Guesser, a Chrome extension...

22
Experimental
9 RafiShaik-AI/sentiment-analysis-nlp

Natural Language Processing project that performs sentiment analysis on text...

22
Experimental
10 Seyha1007/Amazon-Reviews-Analysis

๐Ÿง This project analyzes Amazon Fine Food Reviews to investigate whether...

22
Experimental
11 atsawinkz/thai-sentiment-analysis-pipeline

A comprehensive end-to-end NLP pipeline for analyzing and classifying Thai...

22
Experimental
12 trandamkhanh311207-glitch/amazon-sentiment-analysis

Built a sentiment analysis system for Amazon reviews, improving negative...

22
Experimental
13 logeshkannan19/ReviewScope

Turn customer reviews into actionable insights with AI

22
Experimental
14 anandr07/Sentiment-prediction-from-Amazon-reviews

This project employs advanced natural language processing and machine...

20
Experimental
15 coderakib/Sentimental-analysis-of-amazon-customer-reviews

This is the machine learning project which uses sentimental analysis of...

20
Experimental
16 rajshubham01/Product_Sentiment_Analysis_Using_RPA

A Sentiment Analysis Project on Product Review by the user reviews from an...

19
Experimental
17 RifatAnwarRobin/Text_mining_and_Sentiment_analysis_on_Amazon_product_Reviews

This contains supporting document for the report on Applying Text Mining and...

19
Experimental
18 huangyueranbbc/ClassificationModelForAmazonReviewsDemo

ๅŸบไบŽ50ไธ‡ไบš้ฉฌ้€Š็พŽ้ฃŸ่ฏ„่ฎบๆ•ฐๆฎ้›†็š„่ฏ„่ฎบๅˆ†็ฑป็ณป็ปŸ Review classification system based on 500 thousand...

18
Experimental
19 lprtk/nlp-amazon-customer-reviews

Sentiment analysis, text mining, topic modeling & sentiment prediction

18
Experimental
20 ozgekervan/Turkish-Online-Customer-Reviews-Dataset

This dataset of online customer reviews in Turkish has been prepared for...

17
Experimental
21 Kanishk3813/Intel_Sentiment_Analysis

Intel Review Analyzer is a powerful tool designed to help businesses...

17
Experimental
22 iamirmasoud/amazon_sentiment

Sentiment Analysis on Amazon Reviews Dataset in PyTorch

17
Experimental
23 Fuhreh/Steam-Market-Insights-Data-Advisor

๐Ÿ“Š Predict game success on Steam by leveraging machine learning insights from...

15
Experimental
24 ikbalrestufauzi/AI-Sentiment-Analysis-Amazon-Reviews

๐Ÿ” Analyze Amazon reviews using AI to classify sentiment, enhancing...

15
Experimental
25 Sidibe-Aboubacar/RatingApp-Natural-language-processing-

Voiced based review system that let you choose products ,give rating and...

15
Experimental
26 niketan108/Truncated-SVD-on-amazon-food

Built a model using Truncated SVD on amazon fine food review dataset

15
Experimental
27 EricEchemane/Filipino-Tagalog-Product-Reviews-Sentiment-Analysis

A Classification Machine Learning Model for Validating Match of Product...

15
Experimental
28 yukito0209/sentiment-analysis-of-taptap-game-user-reviews

A Data-Driven Study on Sentiment Analysis of TapTap Game User Reviews

14
Experimental
29 leen449/amazon-review-score-prediction

this project intents to predict Amazon Fine Food review scores (1โ€“5 stars)...

14
Experimental
30 daveshtrr/Mobile-Review-Sentiment-Analysis-using-Machine-Learning

๐Ÿ“Š Analyze mobile reviews with machine learning to classify sentiments and...

14
Experimental
31 richardbvh/amazon-review-sentiment-analysis

NLP and machine learning project for classifying Amazon customer reviews...

14
Experimental
32 RinkuPatel19/Hospital-Reviews-Sentiment-Analysis

Sentiment analysis of hospital patient reviews using NLP and machine learning.

14
Experimental
33 stabgan/Sentiment-Analysis-from-Scratch

Custom implementation of perceptron , average perceptron and PEGASOS with...

14
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

14
Experimental
35 Ankita-DataSci/amazon-review-sentiment-analysis

Amazon Review Sentiment Analysis using NLP, TF-IDF and Logistic Regression...

14
Experimental
36 Tinoco2101/reviews

๐ŸŒŸ Display user reviews in a dynamic carousel with responsive design, random...

14
Experimental
37 denizbilgin/Google-Maps-Reviews-Categorization-And-Analysis

Pictured review categorization for businesses with Python 3.10

14
Experimental
38 WalidAlsafadi/BBC-News-Sentiment-Analysis

Sentiment analysis on BBC News headlines and descriptions using VADER....

13
Experimental
39 chrisbraycodes/nlp-product-review-classifier

Udacity Data Science ProjectPredicts product review sentiment using natural...

11
Experimental
40 DevWaqarAhmad/Reviews-Sentiment

An NLP-based binary sentiment analysis model that classifies customer...

11
Experimental
41 pradyten/nlp-sentiment-analysis

Sentiment classification on product reviews using NLP and deep learning....

11
Experimental
42 ethos-link/page

Software that fits how you actually work. Makers of https://www.reviato.com

11
Experimental
43 VarshiniNeralla/SentimentAnalysis

A full-stack sentiment analysis system that classifies customer product...

11
Experimental
44 WojciechHrycenko/SentimentAnalysis

Repository contains the project for a Sentiment Analysis course. Main goal...

11
Experimental
45 MikiTwenty/books-reviews-classifier

University Project

11
Experimental
46 electricalgorithm/RestaurantReviewClassifier

It is a trained logistic regression model to classify restaurant's reviews...

10
Experimental