Product Review Sentiment NLP Tools

There are 60 product review sentiment tools tracked. The highest-rated is 3inchtime/douban_sentiment_analysis at 39/100 with 104 stars.

Get all 60 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=product-review-sentiment&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	3inchtime/douban_sentiment_analysis 基于朴素贝叶斯实现的豆瓣影评情感分析	39	Emerging	104	Python
2	MuhammedBuyukkinaci/TensorFlow-Sentiment-Analysis-on-Amazon-Reviews-Data Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D,...	28	Experimental	54	Python
3	Robin-WZQ/Text-sentiment-polarity-judgment 基于规则、基于朴素贝叶斯、基于逻辑回归进行文本情感极性分析判断（酒店评论语料）	27	Experimental	36	Python
4	sharmaroshan/Employee-Reviews This is Project which contains Data Visualization, EDA, Machine Learning...	27	Experimental	8	Jupyter Notebook
5	sharmaroshan/Coursera-Reviews-Analysis It is a Natural Language Processing Problem where we have to decide the...	27	Experimental	8	Jupyter Notebook
6	SumitM0432/Drug-Review-Sentiment-Analysis-and-EDA The objective of this project is to predict the sentiment of the drug Users,...	26	Experimental	6	Jupyter Notebook
7	0x01h/hepsiburada-review-scraper Hepsiburada review/comment and rating scraper. Turkish text dataset creator...	26	Experimental	26	Python
8	helemanc/drugs-reviews-sentiment-analysis Text Mining project about Sentiment Analysis of Drugs Reviews.	26	Experimental	4	Jupyter Notebook
9	nhtlongcs/StarListify StarListify is a Python package that classifies GitHub stars history into...	24	Experimental	38	Python
10	panayiotiska/Jupyter-Sentiment-Analysis-Video-games-reviews NLP task. Using machine learning algorithms to classify reviews from amazon...	24	Experimental	2	Jupyter Notebook
11	aniass/Sentiment-analysis-reviews Sentiment analysis of women's clothes reviews by using machine learning...	24	Experimental	7	Jupyter Notebook
12	jose-jpm-sa/NLP_Sentiment_Analysis Sentiment analysis of the restaurant reviews from YELP dataset using BoW,...	23	Experimental	6	Jupyter Notebook
13	AmirhosseinHonardoust/Sentiment-Analysis-NLP Customer reviews sentiment analysis with Python and NLP. Generates a...	22	Experimental	27	Python
14	martinpella/metacritic Metacritic.com games info and reviews	22	Experimental	11	Jupyter Notebook
15	RimTouny/Advanced-NLP-Powered-Sentiment-Analysis-for-E-commerce-Enhancement Using NLP and a smart chatbot, this project gauges customer sentiments...	22	Experimental	1	Jupyter Notebook
16	koushik-elite/Multi-label-text-classification-based-on-Review Multi label text classification based on Amazon Product Review, Find the...	21	Experimental	13	Jupyter Notebook
17	chlaudiah/Sentiment-Classification-FD-Reviews Text Classification for Sentiment Analysis using Female Daily's Reviews Dataset	21	Experimental	7	Jupyter Notebook
18	nhtlongcs/shopee-reviews-sentiment-analysis Sentiment analysis with Vietnamese reviews from Shopee online market	21	Experimental	12	Python
19	KuchikiRenji/Sentimental-Analysis-in-Healthcare Healthcare sentiment analysis with NLP & ML: classify drug reviews as...	20	Experimental	1	Python
20	YehezkielG/sentiment-analysis-tensorflowjs a simple web application that can detect sentiment (positive/negative) from...	20	Experimental	1	Jupyter Notebook
21	PACKIARAJ-R/Sentiment-Analysis-using-ML Developed a sentiment analysis model using TF-IDF and Logistic Regression to...	20	Experimental	1	Jupyter Notebook
22	mathatzim/Airbnb_Customer_Reviews_Sentiment_Analysis Sentiment analysis of Airbnb customer reviews using TextBlob/VADER and ML...	19	Experimental	—	Python
23	MNKanout/FastTextSentimentAnalysis Sentiment analysis on large-scale Amazon customer reviews using FastText....	19	Experimental	—	Jupyter Notebook
24	Emeraldugbeyide93/Sentiment-Analysis-of-Mobile-Banking-Applications A sentiment Analysis Project of mobile banking applications with focus on 10...	17	Experimental	3	Jupyter Notebook
25	Dzy0726/Sentiment-Analysis-of-Customer-Reviews Generalized Project of Research Stream \| Tongji University, 2021	16	Experimental	4	Python
26	jadessechan/Sentiment-Analysis A program predicting movie review sentiments via Naive Bayes and Laplace Smoothing	16	Experimental	1	Jupyter Notebook
27	praveendecode/Product_Sentiment_Analysis This project employs NLTK, Prowebscraper, and Python for sentiment analysis...	16	Experimental	4	Jupyter Notebook
28	Jl-wei/APIA2022-French-user-reviews-classification-dataset A datatset for French app review classification	16	Experimental	4	—
29	dchenam/Yelp-Sentiment-Classification classifying the sentiment of reviews using AWD-LSTM	15	Experimental	6	Python
30	maggie-reiter/hops-sensory-analysis NLP analysis of sensory comments for 'Vera' hops, to identify common...	15	Experimental	—	Jupyter Notebook
31	knetic0/turkish-store-reviews-sentiment-analyses 🔥 Sentiment analysis on Turkish store reviews using LSTM, BiLSTM, and GRU...	15	Experimental	5	Jupyter Notebook
32	ssharmapavitra/Natural-Language-Processing Customer Sentiment Predictor is a machine learning project that uses natural...	15	Experimental	2	Jupyter Notebook
33	cthejal/sentiment-analysis-nlp NLP pipeline to classify customer feedback as positive, negative or neutral...	14	Experimental	—	Jupyter Notebook
34	karam220/product-review-sentiment-analysis End-to-end NLP pipeline for product review sentiment analysis using text...	14	Experimental	—	Jupyter Notebook
35	Abdulrhman-Alshehri/customer-feedback-classifier NLP-based classifier that categorizes customer feedback by sentiment and...	14	Experimental	—	JavaScript
36	yingtze/mobilelegends-sentiment Implementasi analisis sentimen berbasis Machine Learning pada ulasan Google...	14	Experimental	—	Python
37	Kimchi21/Lazada-vs.-Shopee_Sentiment-Analysis A sentiment analysis approach for two of the most popular e-commerce...	14	Experimental	1	Jupyter Notebook
38	AvishManiar21/nlp-sentiment-analysis NLP Sentiment Analysis & Opinion Mining - Analyzing Amazon reviews with...	14	Experimental	—	Python
39	hardikasnani/sentiment-analysis-leveraging-lstm I built Sentiment Analysis models leveraging a deep learning approach...	12	Experimental	3	Jupyter Notebook
40	ThinamXx/YelpReviews__Analysis In this repository, I have worked on the Sentiment Analysis of YELP Reviews...	12	Experimental	3	Jupyter Notebook
41	Nishil07/Sentiment-Analysis-on-a-Book-Review I always wanted to know about how computer's can also think emotionally so...	12	Experimental	15	Jupyter Notebook
42	selcia25/sentiment-analysis-googleplaystore-reviews 📲This project aims to analyze Google Play Store app reviews to extract...	12	Experimental	3	Jupyter Notebook
43	krishnaura45/Echoes-of-Emotion 😊Sentiment Decoding 🍔Amazon Food Reviews 🧩Multi-models	12	Experimental	4	Jupyter Notebook
44	EhsanulHaqueSiam/spotify-review-sentiment NLP sentiment analysis on 52,702 Spotify reviews achieving 85-90% accuracy...	12	Experimental	1	Jupyter Notebook
45	Ayush-kr-007/sentiment-analysis-NLP NLP-based sentiment classification using TF-IDF, machine learning pipelines,...	12	Experimental	1	Jupyter Notebook
46	subhadeep-123/Text-Classifier This Repository contains my implementation on Text Classification on review...	12	Experimental	4	Jupyter Notebook
47	33abhiram/NLP-Customer-Feedback-Analyzer We use NLP techniques like sentiment analysis and topic modelling to analyze...	12	Experimental	—	Jupyter Notebook
48	deonvz/SentimentAnalysis This model scores the sentiment of text with a value between 0 ("negative")...	12	Experimental	—	JavaScript
49	touti-ayoub/Reviews-Sentiment-Analysis-NLTK-VADER Sentiment analysis for reviews using VADER	11	Experimental	2	Jupyter Notebook
50	sonakshisonam/Student-Feedback-Sentiment-Classifier Machine Learning based Student Feedback Sentiment Classifier built using...	11	Experimental	—	Jupyter Notebook
51	saketh97/Sentiment-topic-insights-for-Amazon-reviews Sentiment + topic insights for Amazon reviews, tracked with MLflow and...	11	Experimental	—	Jupyter Notebook
52	IvayloP0709/Sentiment-Analysis-using-VADER-and-roBERTa Comparative study of sentiment analysis techniques using VADER...	11	Experimental	—	Jupyter Notebook
53	MuhammadEhsan02/ecommerce-customer-segmentation This repository contains the files for the project "Predictive Modeling on...	11	Experimental	—	Jupyter Notebook
54	PatriciusDPUtama/Sentiment-Analysis-App-for-MOBA-Games Sentiment Analysis Project on Game Reviews for MOBAs	11	Experimental	—	SCSS
55	Dramzo/nlp-sentiment-analysis End-to-end NLP sentiment classification using TF-IDF and Logistic Regression	11	Experimental	—	Python
56	PrathameshSonar2000/Airlines_reviews About project: We will analyse reviews of an Airlines and by using NLP we...	10	Experimental	1	Jupyter Notebook
57	jakobap/Yelp-Sentiment-Analysis A Keras Based Yelp Review Sentiment Analysis. I compared the performance of...	10	Experimental	1	Python
58	TanmoyGG/Threads_App_Reviews-Sentiment-Classification-with-Multinomial-Naive-Bayes An end-to-end NLP pipeline(sentiment analysis) that classifies Meta's...	10	Experimental	4	Jupyter Notebook
59	turkish-nlp-suite/Vitamins-Supplements-Reviews Repo for Turkish sentiment analysis dataset, "Vitamins and Supplements...	10	Experimental	1	—
60	Drownie/sentiment-analysist-review In this project we do sentiment analysis using the amazon review as the...	10	Experimental	1	Jupyter Notebook