Sentiment Analysis Classification NLP Tools

Tools and projects for classifying sentiment polarity (positive, negative, neutral) in English text using machine learning and NLP techniques. Includes data preprocessing, feature extraction, and model training. Does NOT include sentiment analysis for non-English languages, aspect-based sentiment analysis, dependency parsing approaches, or web browser extensions.

There are 180 sentiment analysis classification tools tracked. The highest-rated is IBM/MAX-Text-Sentiment-Classifier at 46/100 with 58 stars.

Get all 180 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	IBM/MAX-Text-Sentiment-Classifier Detect the sentiment captured in short pieces of text	46	Emerging	58	Python
2	pabitralenka/Customer-Feedback-Analysis Multi Class Text (Feedback) Classification using CNN, GRU Network and pre...	40	Emerging	25	Python
3	giuseppebonaccorso/twitter_sentiment_analysis_word2vec_convnet Twitter Sentiment Analysis with Gensim Word2Vec and Keras Convolutional Network	40	Emerging	23	Jupyter Notebook
4	danielegrattarola/twitter-sentiment-cnn An implementation in TensorFlow of a convolutional neural network (CNN) to...	40	Emerging	158	Python
5	hpanwar08/sentiment-analysis-torchtext Seniment Analysis in Torchtext	40	Emerging	19	Jupyter Notebook
6	jerbarnes/semeval22_structured_sentiment SemEval-2022 Shared Task 10: Structured Sentiment Analysis	38	Emerging	78	Python
7	hjlopes/sagemaker-sentiment-analysis Deep Learning Udacity Nanodegree - SageMaker Deployment of a Sentiment Analysis model	38	Emerging	10	HTML
8	Lan-ce-lot/pythorch-text-classification 对豆瓣影评进行文本分类情感分析，利用爬虫豆瓣爬取评论，进行数据清洗，分词，采用BERT、CNN、LSTM等模型进行训练，采用tensorboardX可视化...	36	Emerging	170	Python
9	IhabBendidi/sentiment_embeddings A scientific benchmark and comparison of the performance of sentiment...	36	Emerging	13	Jupyter Notebook
10	polyusmart/Personalized-Hashtag-Preferences The official implementation of EMNLP 2021 paper "#HowYouTagTweets: Learning...	36	Emerging	11	Python
11	akanshajainn/Sentiment-Analysis-Twitter-word2vec-keras A tweet sentiment classifier using word2vec and Keras. This Keras model can...	36	Emerging	14	Jupyter Notebook
12	tayebiarasteh/retweet How Will Your Tweet Be Received? Predicting theSentiment Polarity of Tweet Replies	36	Emerging	11	Python
13	MaartenGr/Reviewer Tool for extracting and analyzing IMDB reviews	36	Emerging	12	Jupyter Notebook
14	rohanrao619/Twitter_Sentiment_Analysis Sentiment classification using a Bi-LSTM network. Uses NLTK for corpus...	36	Emerging	7	Jupyter Notebook
15	saadarshad102/Sentiment-Analysis-CNN Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec	35	Emerging	25	Jupyter Notebook
16	latishab/turnsense A lightweight end-of-utterance detection model fine-tuned on SmolLM2-135M,...	35	Emerging	46	Jupyter Notebook
17	Abrar2652/nlp-roBERTa-biLSTM-attention An NLP research project utilizing the...	35	Emerging	10	Jupyter Notebook
18	KatherineElkins/sentiment-analysis-woolf-2019 Early research applying sentiment analysis to modernist literature (Woolf's...	34	Emerging	3	—
19	HumanSignal/brand-sentiment-analysis Scripts utilizing Heartex platform to build brand sentiment analysis from the news	33	Emerging	21	CSS
20	AvichalS/text-sentiment-analysis Performing text sentiment analysis on numerous websites and determining...	33	Emerging	7	Python
21	hrshtv/Twitter-Sentiment-Analysis BiLSTM with Multi-Headed Self Attention for sentiment classification of...	33	Emerging	27	Jupyter Notebook
22	minasmz/Sentiment-Analysis-with-LSTM-in-Persian sentiment analysis in Persian language by LSTM	33	Emerging	32	Jupyter Notebook
23	EmreTaha/Unsupervised-Domain-Adaptation-with-BERT Unsupervised domain adaptation with BERT for Amazon food product reviews...	32	Emerging	15	Jupyter Notebook
24	Kairos-T/NLTK-Sentiment-Analyser Sentiment Analysis Python script using NLP (NLTK's VADER model) tool that...	32	Emerging	15	Python
25	Efradgalio/Employee-Sentiment-Tracker Employee Sentiment Track is a project aimed at understanding organizational...	32	Emerging	1	C
26	SoulDGXu/Sentiment-Analysis-Chinese-pytorch 中文的情感分析任务：基于Bi-LSTM+Attention模型，对2万条中文影评数据进行情感分类。Chinese sentiment analysis...	31	Emerging	127	Python
27	Th3Moody/Multi-domain-Sentiment-Analysis Multi-domain Sentiment Analysis using Natural Language Processing techniques.	31	Emerging	4	Jupyter Notebook
28	erickmaiaa/rest-api-reply-model An API built with FastAPI for analyzing financial text and detecting...	31	Emerging	3	Python
29	jackshendrikov/sentimento NLP with LSTM for Sentiment Analysis of English texts	31	Emerging	2	Jupyter Notebook
30	sumedhsp04/Customer-Sentiment-Analysis Executed NLP techniques to analyze the transcripts and determine the...	30	Emerging	1	Jupyter Notebook
31	sid321axn/bank_fin_embedding This repository consists of customized word embedding focused on banking and...	30	Emerging	20	Jupyter Notebook
32	saadarshad102/Sentiment-Analysis-RNN-LSTM Sentiment Analysis using Recurrent Neural Networks (RNN-LSTM) and Google...	30	Emerging	10	Jupyter Notebook
33	Harshvardhan2164/Social-Media-Sentiment-Analysis-Minor-Project Sentiment analysis, or opinion mining, extracts emotions and attitudes from...	30	Emerging	16	Python
34	Amey-Thakur/SENTIMENT-ANALYZER A hybrid NLP engine utilizing rule-based linguistic patterns and neural...	30	Emerging	8	Python
35	shahrukhx01/nnti_hindi_bengali_sentiment_analysis Our code for training Word2Vec word embeddings for Hindi HASOC dataset then...	30	Emerging	1	Jupyter Notebook
36	randomrandom/deep-atrous-cnn-sentiment Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment...	29	Experimental	64	Python
37	serkanars/turkishsentimentanalysis LSTM ile Türkçe Duygu Analizi	29	Experimental	20	Jupyter Notebook
38	NBrisbon/Silmarillion-NLP NLP project on "The Silmarillion" by J.R.R. Tolkien. Text and sentiment...	28	Experimental	13	Jupyter Notebook
39	yuanbit/sentiment140-biLSTM Sentiment Analysis of Tweets using biLSTM built with PyTorch	27	Experimental	8	Jupyter Notebook
40	NakulLakhotia/Understanding-Customer-Pain-Points-Using-Text-Mining Using Sentiment Analysis to understand customer satisfaction in US...	27	Experimental	6	Jupyter Notebook
41	znissou/BERT-based-Sentiment-Analysis-for-COVID-19-Tweets BERT-based sentiment analysis system for COVID-19 tweets achieving 91.4%...	27	Experimental	1	Jupyter Notebook
42	ayazkhan27/anonymity This project repository is a combination of all R and Python files that have...	27	Experimental	1	R
43	venky14/RBI-Governor-Speech-Texts-Sentiment-Analysis RBI Governor Speech Texts Sentiment Analysis is the project on web scraping,...	27	Experimental	9	Jupyter Notebook
44	ankit-aglawe/textpredict TextPredict is a powerful Python package designed for various text analysis...	27	Experimental	2	Python
45	sidmahurkar/BERT-Twitter-US-Airline-Sentiment-Analysis BERT Base Uncased is used for multi-class sentiment analysis. Hugginface's...	26	Experimental	9	Jupyter Notebook
46	axelnine/Sentiment-Analysis This repository contains code which implements sentiment analysis in Python...	26	Experimental	5	Python
47	csbanon/bert-product-rating-predictor The BERT Product Rating Predictor is a natural language processing model...	26	Experimental	7	Jupyter Notebook
48	Vis7044/RedesAI An AI platform for analyzing social media comments using NLP techniques to...	26	Experimental	5	JavaScript
49	nerdimite/sentiment-analysis-deployment End to End Sentiment Analysis Project (Udacity Machine Learning Engineer Nanodegree)	25	Experimental	7	HTML
50	yekhanfir/Satisfaction-Analysis-Solution-For-Phone-Service-Providers This is a sentimental analysis project that aims to provide a better insight...	25	Experimental	6	Jupyter Notebook
51	Aravinth-Megnath/NLP-Project This project focuses on improving customer satisfaction through sentiment...	25	Experimental	2	Jupyter Notebook
52	doslim/Sentiment-Analysis-SST5 An LSTM model implemented by PyTorch to perform sentiment classification on...	24	Experimental	12	Python
53	Eatosin/SentiGrade Production-grade Sentiment Analysis API featuring a Dual-Model Architecture....	24	Experimental	3	Python
54	Tanwar-12/Sentiment-Emotion-Analysis-Using-NLP The goal of sentiment analysis is to classify the text based on the mood or...	24	Experimental	5	Jupyter Notebook
55	debanjanm/AIF-GolpoForge Bangla-Sentiment-Miner focuses on sentiment analysis in noisy Bangla texts,...	23	Experimental	1	Jupyter Notebook
56	SaloniJhalani/ChatGPT-Reviews-Sentiment-Analysis This project focuses on performing sentiment analysis on ChatGPT reviews...	23	Experimental	3	Jupyter Notebook
57	mareloraby/Sentiment-Arcs This repository presents my bachelor project titled "Mapping and Tracking...	23	Experimental	2	Jupyter Notebook
58	ramyananth/Customer-Satisfaction-Dissatisfaction-Analysis Internship project that dealt with Customer Satisfaction/Dissatisfaction...	23	Experimental	4	R
59	UrMango/psychobot A Python sentiment analysis AI using object-oriented programming and the...	23	Experimental	2	Python
60	sssplash6/uzbek-sentiment-analysis Benchmarking 4 NLP models for Uzbek-language sentiment classification —...	23	Experimental	2	Python
61	yinchuandong/sentiment-analysis An end-to-end sentiment analysis library, including TextCNN, BERT, Docker,...	23	Experimental	16	Jupyter Notebook
62	uameless/airline-tweet-sentiment This project classifies airline-related tweets as positive, negative, or...	23	Experimental	2	Jupyter Notebook
63	atfortes/Sentence-Sentiment-Classification Bi-LSTM with Attention performs sentence-level sentiment classification on...	23	Experimental	4	Python
64	jcrossyale/biobert_analysis Training and computational/visualization analysis of BERT and BioBERT using...	22	Experimental	2	Python
65	yesdeepakmittal/SupplyChainModel Supply Chain Maturity model using Machine Learning, NLP, Data Science with...	22	Experimental	2	Python
66	vbuyel/NLP-Sentiment-Analysis-Cpp NLP model for commentaries written on C++. Model able to training on your...	22	Experimental	1	C++
67	MsTao-68/IMDB-NLP-Classification # 自然语言处理 IMDB 情感分析数据集任务	22	Experimental	2	Jupyter Notebook
68	utkarsh-iitbhu/Sentimental-Analysis Model can classify speech into Positive, Neutral and Negative with there...	22	Experimental	1	Jupyter Notebook
69	kevinmfreire/meaningful_words This project gathers text from an user and classifies text as being...	22	Experimental	2	Jupyter Notebook
70	AliAmini93/TelecomSent Developed BERT, LSTM, TFIDF, and Word2Vec models to analyze social media...	22	Experimental	27	Jupyter Notebook
71	Vincentiv/BERT_simple_classifier_SST2 NLP Sentiment classifier using pretrained BERT	22	Experimental	6	Jupyter Notebook
72	thekevinli/FinBERT-sentiment-analysis BERT-based Sentiment Classification for Headline Trading	21	Experimental	1	JavaScript
73	Abhinav-Kumar012/mlp_sentiment_xor NLP-Assignment	21	Experimental	1	Jupyter Notebook
74	ShinyQ/Indobert_University-Feedback-Sentiment-Analysis_Model A fine tuned IndoBERT model for University Sentiment On Social Media	21	Experimental	14	Jupyter Notebook
75	m-newhauser/distilbert-senator-tweets A guide to fine-tuning DistilBERT on the tweets of American Senators with...	21	Experimental	9	HTML
76	salamullah/Python-Sentiment-Analysis-and-Emotion-Detection This repository is a collection of python scripts for sentiment analysis and...	21	Experimental	1	Jupyter Notebook
77	analytics-ak/developer-sentiment A clean and simple data analysis project that studies developer discussions...	21	Experimental	2	Jupyter Notebook
78	zekaouinoureddine/Opinion-Transformers Analysis of the evolution of advanced transformer-based language models:...	20	Experimental	6	Jupyter Notebook
79	ShadowMonarchX/NLP-with-HuggingFace Built an NLP model using pre-trained BERT and Hugging Face Transformers to...	20	Experimental	4	Jupyter Notebook
80	jackshendrikov/sensus NLP with LSTM for Sentiment Analysis of Ukrainian texts	20	Experimental	6	Jupyter Notebook
81	alperbayram/Duygu_Analizi_ve_Metin_Siniflandirma Twitter verileri üzerinde Türkçe Bert modelleri kullanarak yapılan duygu...	20	Experimental	6	Jupyter Notebook
82	jzx05/bert-chinese-sentiment 基于BERT的中文情感分析微调项目，支持模型训练、评估和推理。使用Hugging Face...	20	Experimental	3	Python
83	Atul-AI08/Federated-Learning-for-NLP-Tasks This repository includes a Python implementation of Sentiment Analysis in...	19	Experimental	3	Python
84	tetratensor/chatbot-sentiment-analyzer A simple LSTM-powered sentiment analyzer for chatbots with a CLI and...	19	Experimental	2	Jupyter Notebook
85	AidanColvin/low-latency-nlp-engine Hybrid Python/C++ sentiment classifier with a custom SGD training engine,...	19	Experimental	—	Python
86	AllenLeiZhao/NLP_Sentiment_Analysis_SnowWhite An NLP project using vectorization, lemmatization, and Naive Bayes to...	19	Experimental	2	Jupyter Notebook
87	mertkasar/sentimentality 📊 A comprehensive Python toolkit that leverages local Large Language Models...	19	Experimental	2	Python
88	Olivenatural/Data_projects_TripleTen Classifies IMDb reviews as positive/negative using TF-IDF, spaCy, LightGBM,...	19	Experimental	—	Jupyter Notebook
89	PierreMegret/sentiment-analysis-sppmi-svd Sentiment Analysis: approximating Word2Vec results with SPPMI-SVD	19	Experimental	4	Jupyter Notebook
90	AbdullahAli2005/sentiment_analyzer Python project that performs emotion detection using sentiment analysis with...	19	Experimental	—	Python
91	Viveksati5143/Sentimental-Analysis Sentimental Analysis is a study of human behaviour in which we extract user...	19	Experimental	4	Jupyter Notebook
92	Liu-Vince/BERT-kaggle-IMDB-sentiment Bag of Words Meets Bags of Popcorn	18	Experimental	2	Python
93	izuna385/Japanese-BERT-Sentiment-Analyzer Deploying sentiment analysis server with FastAPI and BERT	18	Experimental	2	Python
94	DemetersSon83/sentimizer Sentimizer will measure sentiment around specific entities within text. It...	18	Experimental	2	Jupyter Notebook
95	raviteja-reddy-guntaka/Opensearch-Sentiment-Analyzer This project implements a sentiment analysis system for OpenSearch....	18	Experimental	2	Python
96	COSE-Collective/project-sentiment-analysis State-of-the-art NLP for Sentiment Analysis by COSE	18	Experimental	2	Python
97	LoganKells/behavioral-testing-bert-for-sentiment-analysis UT Austin Fall 2021. CS388 Natural Language Processing Final Project.	18	Experimental	2	Python
98	MahtabRanjbar/BERT-Model-Benchmark-for-IMDB-Sentiment-Classification This project benchmarks various BERT-based models on the IMDB movie review...	17	Experimental	1	Python
99	miteshgupta07/Sentiment-Analysis-Using-CNN-and-LSTM A sentiment analysis system employing LSTM and CNN architectures to...	17	Experimental	1	Jupyter Notebook
100	opeajibuwa/word-embedding-for-sentiment-classification This project explores the use of glove embedding to improve twitter...	17	Experimental	1	Jupyter Notebook
101	techysanjo/AmazonReviews_SentimentAnalysis_FineTune_BERT A Machine Learning model for sentiment analysis of Amazon reviews that can...	17	Experimental	1	Jupyter Notebook
102	Md-Emon-Hasan/ML-Project-Bangali-Comments-Sentiment-Analysis 💬 Classify Bengali comments as positive or negative. It provides valuable...	17	Experimental	1	Jupyter Notebook
103	gitarber/sentiment-analysis A comprehensive NLP project for sentiment analysis using traditional ML and...	17	Experimental	1	Python
104	SathvikNayak123/sentiment-anyalysis Sentiment Analysis using DistlBERT Transformer from HuggingFace. Also...	17	Experimental	1	Jupyter Notebook
105	SwaksharDeb/Data-Augmentation-for-Bangla-English-Code-Mixed-Sentiment-Analysis-Enhancing-Cross-Linguistic-Contex Implementation for the paper titled, " Data-Augmentation for Bangla-English...	17	Experimental	1	Python
106	Alarchemn/cinephile-sentiment Sentiment analysis of short reviews of any letterbox's list using the...	17	Experimental	1	Jupyter Notebook
107	Rajaykumar12/Comment_analysis A machine learning project for sentiment analysis of social media comments...	15	Experimental	—	Jupyter Notebook
108	Amir0234-afk/sentiment-analysis-hf BERT-based sentiment analysis for IMDB and SST-2 datasets using Hugging Face...	15	Experimental	—	Python
109	steepcloud/hybrid-sentiment A hybrid machine learning and deep learning project for sentiment analysis....	15	Experimental	—	Python
110	lucalullo/sentiment-analysis-twitter-glove Notebook di analisi del sentiment su tweet (positivo/negativo) basato su una...	15	Experimental	—	Jupyter Notebook
111	bhushanpatil-ai-ml/transformer-sentiment-analysis Transformer-based NLP pipeline for sentiment analysis using PyTorch and...	15	Experimental	1	Python
112	AllaAndreevna/ML-for-games-and-software Comparative Analysis of 6 Transformer Architectures for Sentiment Analysis	15	Experimental	1	Jupyter Notebook
113	CodeBy-HP/Sentiment-Classification-Mlflow-DVC ML system that Experiments, Tests, and Deploys itself From raw data to...	14	Experimental	3	Python
114	Ravindu-Sampath-Weerakoon/classifying-tweets-RNN_V2 PyTorch implementation of LSTM and Bi-LSTM networks for classifying personal...	14	Experimental	1	Jupyter Notebook
115	BernardMoy/NLP-PCL-Classification Improving the F1 score of classifying Patronizing and Condescendig Language...	14	Experimental	1	Jupyter Notebook
116	aroagomez/Analisis_Sentimiento_Turismo_MDT Análisis de sentimiento mediante Procesamiento del Lenguaje Natural (PLN)...	14	Experimental	—	Jupyter Notebook
117	Navy10021/Public_Opinion_Prediction Korean Public Opinion Prediction Model Using NLP Sentiment Analysis and Transformer	13	Experimental	11	Python
118	m15kh/NLP an NLP project that uses word embeddings and includes models like RNN or...	13	Experimental	3	Jupyter Notebook
119	Abdullah321Umar/Internee.pk-DataAnalytics_Internship-Assignment7 🌟 Internship Feedback Sentiment Analysis 🌟 This project analyzes internship...	12	Experimental	1	Jupyter Notebook
120	tawhidwasik08/Multiclass-Text-Classifiction-with-Tensorflow-RoBERTa Sentiment analysis for a highly imbalanced financial news dataset using...	12	Experimental	5	Jupyter Notebook
121	JackKuo666/learn_allennlp_get_start an moive review classification examples with cnn and bert model, use python...	12	Experimental	6	Python
122	Snowing-ST/Construction-and-Application-of-Online-News-Sentiment-Index Construction and Application of Online News Sentiment Index Based on Deep...	12	Experimental	6	Python
123	NaikwadeVaishnavi/sentimentAnalysis Sentiment analysis, also known as opinion mining, is a natural language...	12	Experimental	2	Python
124	plehman2000/Sabu Tool for analyzing tweet sentiment, toxicity and emotion.	12	Experimental	6	Python
125	FPT-ThaiTuan/Using-Word-Embeddings-for-Twitter-Sentiment-Analysis The project researches sentiment analysis on Twitter, with the goal of...	12	Experimental	8	Jupyter Notebook
126	Riddhis2226/Beginner-NLP-Text-Summary-Sentiment-Analysis Beginner NLP – Text Summary & Sentiment - A mini NLP project that extracts...	12	Experimental	1	HTML
127	JustinJiang1994/hotel-review-sentiment-classification 中文酒店评论情感分类项目，实现了多种深度学习模型用于文本分类任务。该项目支持使用MLP、RNN、LSTM、GRU和BERT等不同的神经网络架构对酒店评论进...	12	Experimental	4	Python
128	shavilya/Sentiment-Analysis "Sentiment Analysis using Dash and NLP" is a github repository that contains...	11	Experimental	1	Python
129	EthanCherian/RMP-Wizard Simple Rate My Professors NLP project with a Chrome extension	11	Experimental	3	Jupyter Notebook
130	neilboug/NLP-Sentiment-Analysis Binary tweet sentiment classifier fine-tuned on DistilBERT using Hugging...	11	Experimental	—	Python
131	Novora/Binary_Classification_Sentiment_Analysis BCSA is a program written in python, using tensorflow and tkinter, among...	11	Experimental	—	Python
132	Shadil311/healthcare-sentiment-analysis-nlp Natural Language Processing (NLP) project for analyzing healthcare-related...	11	Experimental	—	Python
133	rashi-bhansali/subword-dan-sentiment-analysis Implementation of Deep Averaging Networks (DAN) for sentiment classification...	11	Experimental	—	Python
134	darylalim/text-classification-pipeline Classify sentiment in English text using SiEBERT, a RoBERTa-based model...	11	Experimental	—	Python
135	Bsahoo99/distilbert-sentiment-classifier Binary sentiment classification on movie reviews using a frozen DistilBERT...	11	Experimental	—	Python
136	daniau23/twitter_sentiments Use of word embeddings techniques for text classification.	11	Experimental	—	Jupyter Notebook
137	davutbayik/metacritic-games-sentiment-analysis Sentiment analysis to Metacritic games reviews using a fine-tuned and...	11	Experimental	—	Jupyter Notebook
138	VassTs/sentiment-classifiers-twitter 🐦 End-to-end Twitter sentiment analysis pipeline comparing Logistic...	11	Experimental	—	Jupyter Notebook
139	FarrelllAdityaaa/hybrid-indonesian-roberta-deep-learning-for-sentiment-analysis A Hybrid Deep Learning architecture combining Indonesian RoBERTa embeddings...	11	Experimental	—	Jupyter Notebook
140	NatLee/GURA-gru-unit-for-recognizing-affect A simply sentiment classification model that leverages the power of...	11	Experimental	3	Python
141	AnkitKr0711/IBMD_Text_Sentiment_Analyzer-NLP An NLP project which can correctly classify the sentiment hidden in the text...	11	Experimental	3	Jupyter Notebook
142	Gyanbardhan/Sentiment_Analysis Sentiment analysis using Word2Vec, n-gram, and Bag of Words for precise text...	11	Experimental	3	Jupyter Notebook
143	alexliqu09/StarClassification Work focus on Transformer model to Start classification (1-5) about reviews of YELP.	11	Experimental	3	Python
144	gonzalo-cordova-pou/TextMood Sentiment analysis using deep neural networks	11	Experimental	4	Python
145	Denikozub/Twitter-geolocation Twitter Users Geolocation	11	Experimental	3	Python
146	AimiliosKourpas/thesis-sentiment-analysis Greek Twitter Sentiment Analysis Using BERT and Machine Learning This...	11	Experimental	—	Python
147	Mahdi-Abdullah/Bangla-Sentiment-Analysis This is a Python code for Bangla sentiment analysis, which can classify text...	11	Experimental	—	Jupyter Notebook
148	ayanguin/Sentiment_with_BERT BERT-based sentiment analysis model that classifies text into negative,...	11	Experimental	—	Jupyter Notebook
149	DimitriVavoulisPortfolio/aws-serverless-nlp-sentiment-4M-product-reviews This is a production ready DistilBERT Sentiment Analysis model designed to...	11	Experimental	—	Python
150	hsiuchun/Sentiment_Analysis pytorch implementation in NLP	11	Experimental	3	Jupyter Notebook
151	AHMEDSANA/Twitter-Sentiment-Analysis-using-RNN-LSTM In this Project we will train our RNN model by giving it different tweets...	11	Experimental	4	Jupyter Notebook
152	giorgosnikolaou/Deep-Learning-NLP Deep learning for NLP with PyTorch: Sentiment analysis on IMDB reviews using...	11	Experimental	4	Jupyter Notebook
153	baharjenabzade/Sentiment-Analysis-Fuzzy-Logic An Unsupervised Fuzzy Rule-based System for Sentiment Analysis	11	Experimental	4	Python
154	CupNoodlez/Summarized-Sentiment-Analyzer A multi-stage NLP pipeline designed to analyze environmental sentiment and...	11	Experimental	—	Jupyter Notebook
155	izzetemredemir/turkish-sentiment-analysis-with-bert Simple NLP project. Turkish sentiment analysis with bert.	11	Experimental	4	Python
156	HasiniPadakandla/Sentiment-Analysis-of-Incoming-Calls-on-Helpdesk Sentiment Analysis of Incoming Calls on Helpdesk focuses on analysing the...	11	Experimental	2	Python
157	mcxraider/Sentiment-Analysis-with-BERT Sentiment Analysis of movie reviews	11	Experimental	—	Jupyter Notebook
158	stevillis/glassdoor-reviews-report A report analyzing sentiment predictions made by a BERTimbau-based model on...	11	Experimental	1	Jupyter Notebook
159	morikaglobal/finetune_bert_model Fine-tuning pretrained BERT model for sentiment analysis (text classification)	11	Experimental	3	Jupyter Notebook
160	MohammedAly22/Sentiment-Analysis-for-Homonyms-Problem A comprehensive examination is conducted to assess the influence of homonyms...	11	Experimental	3	Jupyter Notebook
161	Nishant2018/Disneyland-Reviews-NLP-Sentiment-Analysis- Sentiment analysis, also known as opinion mining, is a process that involves...	10	Experimental	2	Jupyter Notebook
162	janerjzou/sentiment_analysis_with_Bi-LSTM Apply RNN for sentiment analysis.	10	Experimental	2	Jupyter Notebook
163	azizp128/analisis-sentimen-bahasa-jawa-indobert Model analisis sentimen berbasis IndoBERT yang dapat memprediksi sentimen...	10	Experimental	2	Python
164	rsm-zhz185/CD-SA-Project Cross-Domain Sentiment Analysis (CD-SA)	10	Experimental	2	Jupyter Notebook
165	Siddp278/7th-Semester-Project This is the minor-project that is to be submitted to my University, during...	10	Experimental	2	Jupyter Notebook
166	jegazhu/text-sentiment-python This is about sentiment text analysis in Python. I used libraries that allow...	10	Experimental	2	Python
167	Nishant2018/Sentiment-Analysis-Amazon Sentiment analysis, also known as opinion mining, is the process of...	10	Experimental	2	Jupyter Notebook
168	herrerovir/Fitzgerald-sentiment-topic-analysis A NLP project exploring sentiment and themes in F. Scott Fitzgerald’s novels...	10	Experimental	1	Jupyter Notebook
169	DoNguyenAnhTuan/SentimentClassification A sentiment classification project using machine learning techniques to...	10	Experimental	1	Python
170	ShwetaPardhi0/Sentiment-Analysis-nlp Analyze customer review sentiments using NLP and transformer models like...	10	Experimental	1	Jupyter Notebook
171	ImranIF/Sentiment-Analyzer This is a machine learning project which primarily uses scikit-learn to...	10	Experimental	2	Python
172	issacchan26/CustomerReviewClassificationWithBERT OpenTable Reviews Classification with BERT and Transfer Learning	10	Experimental	2	Jupyter Notebook
173	srini047/text-based-sentiment-analysis Determines sentiment of the Text as Positive or Negative	10	Experimental	2	Jupyter Notebook
174	Azazel0203/Sentiment_Analyser This project employs transformer models for sentiment analysis on...	10	Experimental	2	Jupyter Notebook
175	mansilal15/Sentimental-Analysis A project that judges the reviews of different states of public towards...	10	Experimental	2	Jupyter Notebook
176	elifbeyzatok00/Sentiment-Analysis-with-LSTM This project focuses on sentiment analysis using a Long Short-Term Memory...	10	Experimental	2	Jupyter Notebook
177	RuochenT/tweet-analysis use BERT to analyze whether each tweet is neutral, positive, or negative.	10	Experimental	2	Python
178	003miles/PressScan PressScan is a command-line Python tool for high-volume sentiment...	10	Experimental	1	Python
179	ericp/NLP-Multilingual-Sentiment-Classification-API-BERT Multilingual Sentiment Classifier API for customer reviews using a...	10	Experimental	1	Jupyter Notebook
180	felixfaruix/Multi-Task-NLP-Evaluation This project evaluates different NLP approaches (rule-based, unsupervised,...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

twitter_sentiment_analysis_word2vec_convnet and Sentiment-Analysis-CNN (40 vs 35) twitter_sentiment_analysis_word2vec_convnet and Sentiment-Analysis-Twitter-word2vec-keras (40 vs 36)