Review Sentiment Classification NLP Tools

There are 102 review sentiment classification tools tracked. 3 score above 50 (established tier). The highest-rated is pysentimiento/pysentimiento at 53/100 with 647 stars.

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#	Tool	Score	Tier	Stars	Language
1	pysentimiento/pysentimiento A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks	53	Established	647	Jupyter Notebook
2	bentrevett/pytorch-sentiment-analysis Tutorials on getting started with PyTorch and TorchText for sentiment analysis.	51	Established	4,587	Jupyter Notebook
3	prrao87/fine-grained-sentiment A comparison and discussion of different NLP methods for 5-class sentiment...	51	Established	172	Python
4	TheophileBlard/french-sentiment-analysis-with-bert How good is BERT ? Comparing BERT to other state-of-the-art approaches on a...	47	Emerging	156	Jupyter Notebook
5	jon-chun/sentimentarcs_notebooks SentimentArcs: a large ensemble of dozens of sentiment analysis models to...	41	Emerging	42	Jupyter Notebook
6	trflorian/sentiment-analysis-viz Real-time visualization of sentiment analysis on text input	41	Emerging	25	Python
7	maxent-ai/converse Conversational text Analysis using various NLP techniques	40	Emerging	182	Jupyter Notebook
8	intel/document-level-sentiment-analysis Document Level Sentiment Analysis is an End-to-End deep learning workflow...	34	Emerging	8	Python
9	savasy/Turkish-Bert-NLP-Pipeline Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.	33	Emerging	179	Jupyter Notebook
10	aj-naik/City-Sentiment-Detector-BERT Classifying tweets from cities into Positive and Negative sentiment and...	32	Emerging	5	Jupyter Notebook
11	avulaankith/Twitter-Sentiment-Analysis Twitter Sentiment Analysis with various bert models	32	Emerging	12	Jupyter Notebook
12	hassanzadehmahdi/Sentiment-analysis-on-movie-reviews In this project, I used Bert transformer for analyzing movie reviews.	31	Emerging	4	Jupyter Notebook
13	EricoAstama/IndoBERTvsSVM This repository contains the final project (skripsi) for sentiment...	31	Emerging	2	Jupyter Notebook
14	VenkateshSoni/ChatSentiment Real-Time Chat Sentiment Analysis using NLP A sentiment analysis tool...	31	Emerging	1	Jupyter Notebook
15	davidjosipovic/news-trend-analysis Automated NLP pipeline for news analysis with sentiment detection, topic...	30	Emerging	2	Python
16	MalaikaJunaid/Sentiment-Analyzer-Backend A web application that analyzes sentiment and emotions in text using NLP....	30	Emerging	6	Python
17	brewedbyalex/text-analyzer-cli Text analyzer using transformers	29	Experimental	1	JavaScript
18	Nix07/Utilizing-BERT-for-Aspect-Based-Sentiment-Analysis Targeted Aspect-based Sentiment Analysis on SentiHood Dataset (PyTorch)	29	Experimental	11	Jupyter Notebook
19	LukasRimkus/Analysing-Insomnia-Twitter-Data This project involved analysing the collected dataset about people...	29	Experimental	1	Jupyter Notebook
20	dchandak99/BERT-Sentiment Sentiment Analysis on the IMDB dataset using BERT, Hugging Face and PyTorch	27	Experimental	12	Jupyter Notebook
21	LIoccoUMD/news-sentiment-analysis This scrapes a variety of news stations websites for article titles and...	27	Experimental	1	Python
22	RahulBhalley/sentiment-analysis-bert.pytorch IMDB Sentiment Analysis with BERT	26	Experimental	8	Python
23	BochkarevV/yelp-reviews-sentiment-analysis Sentiment analysis with YELP Reviews and Transformers.	26	Experimental	3	Jupyter Notebook
24	insdout/twitter-parser Twitter Data Scraper: A collection of Python scripts for scraping and...	25	Experimental	8	Python
25	aminaghoul/sentiment-analysis Sentiment analysis - Pytorch	25	Experimental	6	Jupyter Notebook
26	AmirhosseinHonardoust/Sentiment-Analysis-BERT End-to-end sentiment analysis of tweets using BERT. Includes preprocessing,...	25	Experimental	42	Python
27	ni3choudhary/Sentiment-Analysis-Google-Play-App-Reviews The aim of this project is to create a custom dataset for sentiment...	24	Experimental	5	Jupyter Notebook
28	mohnabilfadl/Google_play_reviews_sentiment_analysis Sentiment analysis is the classification of a customer's reviews or comments...	23	Experimental	3	Jupyter Notebook
29	mano3-1/Sentiment-Extraction-from-tweets The main goal of this repository is to obtain the phrases or words from a...	22	Experimental	1	Jupyter Notebook
30	hakancangunerli/hugging_face-transformers-task Sentiment Analysis Task using pandas, huggingface transformers, matplotlib and nltk.	22	Experimental	2	Python
31	Timothy-Logan/Sentiment-Analyzer Text sentiment analysis CLI tool using pre-trained transformers. Classify...	22	Experimental	1	Python
32	BrijeshRakhasiya/AI-Customer-Review-Intelligence-System Production NLP platform: DistilBERT sentiment analysis (95% acc) + BERTopic...	21	Experimental	—	Jupyter Notebook
33	alexliqu09/Sentiment-Analysis-on-Amazon-Reviews In this project, we compared Spanish BERT and Multilingual BERT in the...	21	Experimental	7	Jupyter Notebook
34	evankost/twitter-sentiment-nlp-exploration An end-to-end NLP project for Twitter sentiment classification. This...	21	Experimental	—	Jupyter Notebook
35	ogthheu/Insightify-Sentiment-API 🧠 Discover insights with the Insightify Sentiment API, a dual-lingual NLP...	21	Experimental	—	Python
36	pascsion/Insightify-Sentiment-API 🧠 Enhance text analysis with Insightify Sentiment API, a dual-lingual NLP...	21	Experimental	—	Python
37	KeepALifeUS/ml-nlp-sentiment NLP sentiment analysis with transformer models and domain adaptation	21	Experimental	—	Python
38	cameroncochrane/NLP-Sentiment-Analysis A project to gauge tweet sentiment using natural language processing (NLP) tools.	21	Experimental	—	Jupyter Notebook
39	donisumito/AcehX Development of AcehX for Sentiment Analysis Using a Bert-Based Model	21	Experimental	—	Jupyter Notebook
40	guidasneves/marvel_sentiment_analysis End-to-end Marvel comics sentiment classification	21	Experimental	—	Jupyter Notebook
41	shariftuyizere332/hotel-review-sentiment-modeling Predict hotel review sentiment and predict star ratings using fine-tuned...	21	Experimental	—	Jupyter Notebook
42	PhenomSG/Restaurant-Review-Analysis This project utilizes the power of BERT (Bidirectional Encoder...	21	Experimental	3	Jupyter Notebook
43	Dhy4n-117/Sentiment-Analysis An advanced, multi-modal sentiment analysis platform capable of processing...	20	Experimental	1	Python
44	AdelAdool/Sentiment-Analysis-on-Movie-Reviews This project analyzes IMDb movie reviews to classify sentiments as positive...	19	Experimental	2	Python
45	s-m-quadri/redbert-summarize-sentiment A Python GUI application using BERT (via HuggingFace Transformers) to...	19	Experimental	2	Python
46	MaramHamdy/Customer-Reviews-Sentiment A project for analyzing customer review sentiments (positive / negative)...	18	Experimental	1	Python
47	hectorLop/Twitter_Positivity_Analyzer Application to analyze a tweet's positivity using deep learning.	18	Experimental	2	Jupyter Notebook
48	vncsmyrnk/sentiment-analysis-pt API for performing sentiment analysis in portuguese sentences using NLP	17	Experimental	1	Python
49	Fujelhrx/Sentiment-Analysis Sentiment Analysis Using Vader, RoBERTa, and NLTK	17	Experimental	1	Jupyter Notebook
50	Nauman123-coder/bert-sentiment-analyzer A web-based Sentiment Analysis tool using BERT. Built with Flask, featuring...	17	Experimental	2	Python
51	ms4624/text-translation-and-sentiment-analysis-using-transformers Text translation and sentiment analysis using transformers using PyTorch and...	17	Experimental	1	Jupyter Notebook
52	Tek233/Sentiment-Analysis This project fine-tunes DistilBERT model to perform sentiment analysis	17	Experimental	—	Python
53	ravaghi/norwegian-sentiment-analysis Sentiment Analysis for Norwegian Text	17	Experimental	1	Jupyter Notebook
54	shreyasnimbalkar/Amazon-review-sentiment-analysis Multi-model sentiment analysis on Amazon reviews using VADER, RoBERTa, and DistilBERT	17	Experimental	—	Jupyter Notebook
55	navneet-raghav/bert-layerwise-similarity-analysis Layer-wise analysis of BERT sentence representations using controlled exact,...	14	Experimental	1	Jupyter Notebook
56	UdamShakya/IMDP_sentiment_analysis Sentiment analysis of IMDB movie reviews using NLP models (LSTM → GRU/CNN → BERT)	14	Experimental	1	HTML
57	Adityacodes06/sentiment-dashboard Real-time Sentiment Analysis Dashboard using DistilBERT + Flask. Supports...	13	Experimental	—	HTML
58	Engrima18/Product-sentiment-analysis Analysis of customer ratings and comments for a set of products and...	13	Experimental	—	Jupyter Notebook
59	adin-alxndr/bert-twitter-sentiment Fine-tuning BERT (bert-base-uncased) for 3-class Twitter sentiment...	13	Experimental	—	Jupyter Notebook
60	Az-main/Data-Wrangling-Project E-commerce product scraping & multilingual sentiment analysis on Bangladeshi...	13	Experimental	—	Jupyter Notebook
61	dafiqrahman/twitter_sentiment_app projek mengenai NLP dan model deployment	13	Experimental	10	Jupyter Notebook
62	Adi-123455/YouTube-Comment-Analyzer 🔍 Analyze YouTube comments for sentiment trends, keywords, and engagement...	13	Experimental	—	—
63	mairacs/Deep-Learning-NLP Implemented multiple sentiment classification models for the AI 2 course at...	13	Experimental	—	Python
64	hozanBaydu/Aspect-Based-Sentiment-Analysis-for-Turkish-E-Commerce-Reviews-Using-BERTurk Aspect-Based Sentiment Analysis for Turkish e-commerce reviews using BERTurk...	13	Experimental	—	Jupyter Notebook
65	sujeethshingade/sena.ai-sentimentalanalysis Sentimental & Emotional Analysis	13	Experimental	—	TypeScript
66	Carla-verwijs/text-mining-negation-scope Negation scope detection with DistilBERT fine-tuning — error &...	13	Experimental	—	Jupyter Notebook
67	huspark/fine-grained-sentiment-analysis-with-bert This project uses BERT(Bidirectional Encoder Representations from...	13	Experimental	10	Python
68	mahirp22/AI-Sentiment-Analysis-Amazon-Reviews AI-based sentiment analysis of Amazon reviews using Python, machine...	13	Experimental	—	Jupyter Notebook
69	LukeSantossz/tweet-sentiment-analysis A Natural Language Processing (NLP) project focused on Exploratory Data...	13	Experimental	—	Jupyter Notebook
70	pranayshekhar01/bert-sentiment-analyzer A sentiment analysis web app powered by BERT, built with Streamlit....	13	Experimental	—	Jupyter Notebook
71	nopgae/reddit-sentiment-roberta Reddit post sentiment analysis using RoBERTa...	13	Experimental	—	Jupyter Notebook
72	nichsedge/social-media-analytics Social media analytics course materials: text mining, topic modelling, data...	13	Experimental	—	Jupyter Notebook
73	asma-sassi/nlp-sentiment-analysis-api This API uses spaCy's pre-trained models for Named Entity Recognition (NER)...	13	Experimental	—	Python
74	kenshiro-17/sentiment-dashboard Real-time social media sentiment analysis with DistilBERT + VADER and...	13	Experimental	—	Python
75	D-TheProgrammer/Reddit_Post_Analyser_in_React [Français] ASR est un outil d'analyse de sentiment pour posts/comments...	13	Experimental	—	—
76	00200200/youtube-comment-sentiment-analyzer web application for analyzing sentiment in social media comments	13	Experimental	4	TypeScript
77	leosantos2003/Sentiment-Analysis-in-Product-Reviews A BERT model that classifies Brazilian e-commerce product reviews as...	13	Experimental	—	Jupyter Notebook
78	Aanshoo/Advanced-Sentiment-Analysis-of-Product-Reviews 🐙 Advanced sentiment analysis of product reviews on Amazon Fine Food; data...	13	Experimental	—	Jupyter Notebook
79	Armin-ar79/sentiment-analyzer A simple web app for sentiment analysis using Hugging Face Transformers and...	13	Experimental	—	—
80	shbkukuk/turkish-bert-sentiment-analyzer Advanced Turkish NLP pipeline using BERT for sentiment analysis and topic...	12	Experimental	4	Jupyter Notebook
81	AmadeusMozartC/Fine-Tuning-BERT-Sentiment-Analysis Fine-tuning google's BERT model on text classification for sentiment...	12	Experimental	6	Jupyter Notebook
82	roshan7783/Sentiment-Analyzer This project is a Sentiment Analysis and Emotion Detection application built...	12	Experimental	1	Python
83	R-aryan/Tweet_Sentiment_Analysis Tweet Sentiment Analysis end to to end implementation, based on kaggle dataset.	11	Experimental	—	Jupyter Notebook
84	akruzliak/story-vibe Story-Vibe: Instantly analyse and understand the emotional tone of any story.	11	Experimental	1	Jupyter Notebook
85	anapernalete/amazon-reviews-sentiment-analysis Sentiment Analysis classifier with NLTK's VADER and HugginngFace Roberta Transformers	11	Experimental	—	Jupyter Notebook
86	BeaEsparcia/sentiment-analysis-on-x Sentiment analysis project based on a collection of tweets discussing...	11	Experimental	—	Jupyter Notebook
87	williyam-m/sentiment_analysis A Django-based Sentiment Analysis web app leveraging the power of the BERT...	11	Experimental	—	Python
88	mmuratardag/DS_DictTrans_Sentiment Comparison of sentiment analysis conducted with a lexicon and rule-based...	11	Experimental	—	Jupyter Notebook
89	rusiru-erandaka/Product_Review_Analyzer_NLP This product review sentiment analyzer has been developed by using NLP...	11	Experimental	—	Jupyter Notebook
90	SevilayMuni/BERT-SentimentAnalysis-IMDbReviews NLP tutorial on fine-tuning the BERT model to classify IMDb reviews: mixed,...	11	Experimental	—	Jupyter Notebook
91	emrecanaltinsoy/movie-review-sentiment-analysis Sentiment analysis of movie reviews (Fine-tuned BERT and tested)	11	Experimental	—	Jupyter Notebook
92	kartikey2807/Tweet-Sentiment-Analysis Classify tweets as positive or negative using BERT-Like (Encoder) Model.	11	Experimental	1	Jupyter Notebook
93	Leundai/Twitter-Feed-Analysis Emotion Detection on your own Twitter feed	11	Experimental	—	Python
94	delarosajav/tw-roberta-base-sentiment-FT-v2 This model is a second fine-tuned version of...	11	Experimental	—	Python
95	fitsblb/Sentiment-Analyzer 🚀 Advanced Multi-Model Sentiment Analyzer - From research to...	10	Experimental	1	Jupyter Notebook
96	luca-santarella/sentiment-analysis-crypto A Sentiment Analysis application on comments made by users of cryptocurrency...	10	Experimental	2	Jupyter Notebook
97	aysenurarslann/SentimentScope SentimentScope uses AI to analyze emotions in text data — from social media,...	10	Experimental	1	Jupyter Notebook
98	mfkimbell/reviews-nlp-sentiment-analysis This project investigates various NLP tools, compares them, and then uses...	10	Experimental	2	Python
99	GuenfoudiIhabe/7ess-Xin Transformer based Twitter sentiment analysis with rotary positional encoding...	10	Experimental	1	Python
100	GeorgeVasilakopoulos/IMDb-Sentiment-Analysis Sentiment classification of IMDb movie reviews / Deep Learning for Natural...	10	Experimental	2	Jupyter Notebook
101	Abhay-Rudatala/Sentiment-Analyzer 🎭 AI-powered sentiment analysis web app built with DistilBERT and Streamlit....	10	Experimental	1	Python
102	Fatemerjn/persian-telegram-news-nlp- Corpus building and NLP analysis for Persian Telegram channel messages....	10	Experimental	1	Jupyter Notebook

Comparisons in this category

pytorch-sentiment-analysis and Twitter-Sentiment-Analysis (51 vs 32)