Twitter Sentiment Analysis NLP Tools

Projects analyzing emotional sentiment and opinions in Twitter/X tweets using NLP and machine learning techniques. Does NOT include general sentiment analysis on non-Twitter sources, crisis event mapping, or other social media platforms.

There are 126 twitter sentiment analysis tools tracked. 3 score above 50 (established tier). The highest-rated is sharmaroshan/Twitter-Sentiment-Analysis at 51/100 with 270 stars.

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#	Tool	Score	Tier	Stars	Language
1	sharmaroshan/Twitter-Sentiment-Analysis It is a Natural Language Processing Problem where Sentiment Analysis is done...	51	Established	270	Jupyter Notebook
2	cardiffnlp/tweetnlp TweetNLP for all the NLP enthusiasts working on Twitter! The Python library...	51	Established	382	Python
3	the-javapocalypse/Twitter-Sentiment-Analysis This script can tell you the sentiments of people regarding to any events...	50	Established	164	Python
4	I-am-sayantan/public-sentiment-analysis-based-on-twitter-hashtags This project focuses on sentiment analysis. Social Sentiment analysis is the...	41	Emerging	12	Jupyter Notebook
5	riochr17/Analisis-Sentimen-ID Analisis Sentimen Twitter dengan TFIDF-ANN	40	Emerging	86	Python
6	r13i/twitter-sentiment-analysis What if we could see the emotions and moods of people through the...	40	Emerging	19	Jupyter Notebook
7	Hyuto/Analisis-Sentimen-Corona-DKI-Jakarta Analisis Sentimen Corona DKI Jakarta menggunakan TF-IDF Vectorizer & Support...	38	Emerging	17	Jupyter Notebook
8	kinshukdua/LiveActionMap An attempt to map the areas with active conflict in Ukraine using twitter...	38	Emerging	177	Python
9	IBM/twitter-customer-care-document-prediction Twitter dataset for Conversational Document Prediction to Assist Customer...	38	Emerging	15	—
10	parthnagarkar875/Twitter-Profile-Analyzer Analysis of a Twitter profile for discerning their preferences.	36	Emerging	9	Jupyter Notebook
11	snoop2head/instagram_hashtag_analysis 📷 Crawl and Analyze Instagram Hashtag Data: KoNLPY to gensim word2Vec &...	36	Emerging	12	Jupyter Notebook
12	athrvkk/Anti-National-Tweets-Classification Build a classifier to classify anti-national tweets from normal tweets based...	35	Emerging	6	Jupyter Notebook
13	PyPatel/Sentiment-Analysis-for-Trading Using Natural Language Processing we developed working prototype of...	35	Emerging	38	Python
14	ruarq/ukraine-war-heatmap Ukraine War Map/Heatmap	34	Emerging	10	HTML
15	Hsankesara/The-Tweets-of-Wisdom A dataset which contains 30k+ so called "self-help" tweets from 100+ authors.	34	Emerging	9	Jupyter Notebook
16	dD2405/Twitter_Sentiment_Analysis Detecting whether a particular tweet contains negative emotions attached...	34	Emerging	25	HTML
17	peiyong-addwater/Hackathon-QNLP Repo for Qiskit Hackathon Project "Quantum Twitter Sentiment Analysis"	33	Emerging	5	Jupyter Notebook
18	FirasHabri/nlp_twitter Sentiment analysis of Arabic sport related Twitter data	33	Emerging	6	Jupyter Notebook
19	tsainez/kpop-sentiment-analysis Generating a Korean and English dataset of Tweets about K-pop for sentiment analysis	33	Emerging	3	Jupyter Notebook
20	ezgisubasi/turkish-tweets-sentiment-analysis This sentiment analysis project determines whether the tweets posted in the...	33	Emerging	64	Jupyter Notebook
21	xavierfigueroav/twish Twish is a web application that allows you to host tweets classifiers...	31	Emerging	4	Python
22	Justsecret123/Twitter-sentiment-analysis A sentiment analysis model trained with Kaggle GPU on 1.6M examples, used to...	31	Emerging	2	Jupyter Notebook
23	HamedBabaei/sentiment-analysis Twitter sentiment analysis using the sentiment140 dataset	31	Emerging	4	Jupyter Notebook
24	shahules786/twitter-emotions NLP tool to extract emotional phrase from tweets 🤩	30	Emerging	40	Python
25	xiangzhemeng/Kaggle-Twitter-Sentiment-Analysis Kaggle Twitter Sentiment Analysis Competition	30	Emerging	17	Python
26	sakshidgoel/Bilingual-Sentiment-Analysis The main aim of the project is to develop a sentiment analyzer that can be...	30	Emerging	14	Jupyter Notebook
27	DevDW/digicurr-sentiment Uses natural language processing (NLP) on tweets related to cryptocurrencies...	30	Emerging	6	JavaScript
28	shubhamdey01/Sentiment-Analysis-Twitter This project involves Natural Language Processing (NLP) to perform sentiment...	29	Experimental	1	Jupyter Notebook
29	Congressional-NLP-Application/congressional_nlp_app Analyzing US Congress members sentiment with NLP processes.	29	Experimental	1	Jupyter Notebook
30	kurtispykes/twitter-sentiment-analysis Creating a Gradio user interface to predict the sentiment of a tweet	29	Experimental	12	Jupyter Notebook
31	rozester/Twitter-Sentiment-Analyzer Twitter Sentiment Analyzer	29	Experimental	13	HTML
32	TheCleverIdiott/SenMeter Sentimental Analysis of Twitter Posts and Recommending Psychological Reports...	29	Experimental	18	—
33	merb92/Twitter-Sentiment-Analysis Monitor the reception of a new mobile phone on Twitter to help a business...	29	Experimental	13	Jupyter Notebook
34	avs-abhishek123/Twitter-Sentimental-Analysis An AI project where we do web scrapping from Twitter API, find the...	27	Experimental	16	—
35	joshzwiebel/Tweet-Sentiment-Extraction A repository detailing work involved in the kaggle competition Tweet...	27	Experimental	7	Jupyter Notebook
36	codiceSpaghetti/T4SA-2.0 This project creates the T4SA 2.0 dataset, i.e. a big set of data to train...	26	Experimental	4	Jupyter Notebook
37	raju-shrestha/Sentiment-Analysis-of-Twitter-Data-Using-Logistic-Regression Sentiment Analysis of Twitter Data Using Logistic Regression	26	Experimental	8	JavaScript
38	yanismiraoui/Analyzing-sports-commentary-in-order-to-automatically-recognize-events-and-extract-insights Investigate how we can use multiple different Natural Language Processing...	26	Experimental	8	Jupyter Notebook
39	Shwetago/Sentiment_Analysis Twitter Sentiment Analysis - Classifying positive, negative and neutral tweets	25	Experimental	5	Jupyter Notebook
40	Wazzabeee/twitter-sentiment-analysis-pyspark Comparative study of classification algorithms implemented in PySpark on the...	25	Experimental	5	Jupyter Notebook
41	thuwyh/Tweet-Sentiment-Extraction Part of the 7th solution of the Kaggle Tweet Sentiment Extraction competition	25	Experimental	23	Jupyter Notebook
42	manasik29/Sentiment_Analysis_on_Elon_Musk_Tweets Performed Sentiment Analysis on Elon Musk's Tweets. Extracting Positive or...	25	Experimental	5	Jupyter Notebook
43	kenypatel233/SentimentAnalysis Multiclass classification task to perform sentiment analysis of tweet using NLP	24	Experimental	1	Jupyter Notebook
44	kritanjalijain/Twitter_Sentiment_Analysis An approach for unimodal sentiment analysis behind social media...	24	Experimental	3	Python
45	leoreeva/tweets-analysis Python pipeline for analyzing tweets. Tasks: download, text preprocessing,...	24	Experimental	5	Jupyter Notebook
46	banQomania/hate_speech_classifier Tweet Hate Speech Classifier using Apache Spark MLlib Naive Bayes and...	23	Experimental	4	Java
47	moustapha00/Tweets-classification-data-camp-2022 Performing sentiment analysis on tweets related to four companies - Apple,...	23	Experimental	2	Jupyter Notebook
48	ElyLin/SentimentAnalysisProject Identified Tweet sentiment towards tech companies to assess investment opportunities	23	Experimental	1	Jupyter Notebook
49	NishantkSingh0/Twitter-Sentiment-Analysis A ML/DL based Twitter sentiment analysis model based on Transformer based...	22	Experimental	7	Jupyter Notebook
50	rmdhirr/SentimentAnalysisPilpres2019 Sentiment analysis model specifically trained to analyze tweets related to...	22	Experimental	2	—
51	Jaisood08/NLP-Tweet-analysis It's a Sentiment analysis system for Tweets about a topic that uses web...	22	Experimental	2	Jupyter Notebook
52	laelasbuch/Sentiment-Analysis-about-Medan-City-Election Indonesia has 19.5 million Twitter users from a total of 500 million global...	22	Experimental	2	HTML
53	rohitgit1/Twitter-Trend-Analyzer-using-NLP Sentiment Analysis of Bollywood Trends on Twitter dataset.	22	Experimental	6	Jupyter Notebook
54	rkritika1508/Sentiment-Analysis Sentiment Analysis using the "Sentiment140" dataset by Stanford. The model...	22	Experimental	2	Jupyter Notebook
55	tbryan2/nfl-prospects-nlp Sentiment analysis and text generation of NFL prospect scouting reports 2014-2022	21	Experimental	1	HTML
56	Amirrezahmi/Hashtag-Analyzer This project analyzes tweets, extracting insights on a specific hashtag. It...	21	Experimental	11	Jupyter Notebook
57	davisduccopny/Twitter-Sentiment-Analysis Use GRU and basic machine learning models in tweet classification, labeling...	21	Experimental	1	Jupyter Notebook
58	sahidul-shaikh/demonetization-sentiment-analysis Social Media (Twitter) Opinion Mining - Demonetization Sentiment Analysis	21	Experimental	1	Jupyter Notebook
59	dimitreOliveira/Tweet-Sentiment-Extraction :2nd_place_medal: (Silver medal - 60th place - Top 3%) Repository for the...	21	Experimental	11	Jupyter Notebook
60	broepke/SentimentAnalysis Up Your Game in Social Media Sentiment Analysis	21	Experimental	1	Jupyter Notebook
61	Alvayang923/Elon_NLP 基于nlp对马斯克推文的探索性分析 An exploratory analysis of Elon Musk’s communication on Twitter	21	Experimental	1	HTML
62	chigwell/logistic-nlp-fitter A new package would help users fit logistic curves to their data by...	21	Experimental	1	Python
63	AnshAB5/Twitter-Sentiment-Analysis NLP based project to obtain a concise representation of the sentiment by...	21	Experimental	1	Jupyter Notebook
64	JaweriaAsif745/Urdu_Tweets_Sentiment_Analysis Performed sentiment analysis on Urdu tweets using Logistic Regression with...	20	Experimental	2	Jupyter Notebook
65	kaymal/twitter-emotions Sentiment and emotion analysis of tweets using NLP methods with extensive...	20	Experimental	6	Jupyter Notebook
66	subhadeep-123/Sentiment-Analysis In this repository I have implemented Sentiment analysis in twitter dataset...	20	Experimental	5	Jupyter Notebook
67	mutalibcs/Twitter-Sentiment-Analysis Twitter Sentiment Analysis	19	Experimental	3	Jupyter Notebook
68	helloerikaaa/quweeting Sentiment analysis from tweets using QNLP (Quantum Natural Language Processing)	19	Experimental	13	Python
69	DURGESH716/NLP_Twitter_Analysis Analyzing Tweets of people whether positive or negative through Natural...	19	Experimental	16	Python
70	pavithralanalytics/twitter-sentiment-analysis-nlp Sentiment Analysis on Twitter Data using NLP techniques and Logistic...	19	Experimental	—	Jupyter Notebook
71	shubham-shetty/BERT-Tweet-Classifier This project provides a way to scrape tweets based on a query or username...	19	Experimental	4	Jupyter Notebook
72	Baldo431/Gasoline_Price_Dashboard Analysis of gasoline prices and twitter sentiment polarity using NLP and...	19	Experimental	4	Jupyter Notebook
73	mathatzim/Open_Government_Data_Sentiment_Analysis Sentiment analysis pipeline on public-policy comments using NLP and ML...	19	Experimental	—	Python
74	IvayloP0709/Twitter-Sentiment-Analysis Real-time sentiment analysis tool for Twitter data. Processes and...	19	Experimental	1	Jupyter Notebook
75	radhe30/twitter-sentiment-analysis-NLP This project analyzes the sentiment of tweets using natural language...	19	Experimental	3	Jupyter Notebook
76	r2nery/ukraine-media Can we identify key events in a war by analyzing raw text from news stories?	19	Experimental	3	Jupyter Notebook
77	lamaniaditya275-spec/tweet-sentiment-nlp Tweet sentiment classification using NLP embeddings	19	Experimental	—	Jupyter Notebook
78	elliotvaucher/thymio_twitter Using Twitter + NLP to give Thymio artificial (emotional) intelligence	18	Experimental	2	Python
79	DreamPearl/SentiPeople Fetching tweets regarding any firm using Twitter APIs, storing them into...	18	Experimental	2	Jupyter Notebook
80	Liburn-Krasniqi/Tweet-Sentiment-Analysis Sentiment Analysis model trained on 10K tweets	18	Experimental	1	Jupyter Notebook
81	dodevca/twitter-trending-classifier Automated Twitter Trending Classifier using Rule-based Logic & Logistic...	18	Experimental	1	Jupyter Notebook
82	pavelsivanovs/missile-attack-watcher The NLP project which aggregates information about rocket strikes happening...	18	Experimental	2	Python
83	pedrocast7/ML_Mood_Classification_from_tweets_with_Sklearn A repository with a binary classification problem to explore some models and...	17	Experimental	1	Jupyter Notebook
84	JohnnyWang1998/ukraine-russia-tweets-sentiment-analysis-and-topic-modeling This is the NLP course work about Ukraine and Russia Conflict Tweets...	17	Experimental	1	Jupyter Notebook
85	MarioMNM/sentiment_analysis_API_for_Twitter This project implements an API with a deep learning model for sentiment...	17	Experimental	1	Jupyter Notebook
86	samkamau81/Sentiment-Analysis-Using-a-Transformer This project uses Transformers to Analyze whether a Tweet is Positive or Negative.	17	Experimental	1	Python
87	abu14/twitter-sentiment-analysis-and-Prediction The project tries to classify sentiment of tweets as positive, negative,...	17	Experimental	1	Jupyter Notebook
88	pagiguntur/AnalisisSentimenPermendikbutPPKS Repository tentang Tugas Akhir Jurusan Teknik Informatika Universitas Ma Chung	17	Experimental	1	Jupyter Notebook
89	Avik-Das-567/Twitter-Sentiment-Analysis-NLP A Python-based sentiment analysis tool that uses Scikit-Learn and a Naive...	16	Experimental	12	Jupyter Notebook
90	tskatia/CAPITOL NLP binary classification of US political tweets (Democrat vs Republican)....	14	Experimental	1	Jupyter Notebook
91	Vinaya-2003/Twitter-Sentiment-Analysis Twitter sentiment classification into Positive, Negative and Neutral using...	14	Experimental	—	Jupyter Notebook
92	rehanraza24/Twitter-Text-Sentiment-Analysis- Twitter Text Sentiment Analysis (Preprocessing using Spacy)	13	Experimental	10	Jupyter Notebook
93	kiptochmike/Twitter-Sentiment-Analysis Sentiment analysis is an NLP task that uses machine learning to classify...	12	Experimental	6	Jupyter Notebook
94	CoderNitu/X-Twitter-_Sentimental_Analysis_NLP Build machine learning models that can classify whether the tweets are...	12	Experimental	5	Python
95	developedbysm/AV-Twitter-Sentiment-Analysis Twitter Sentiment Analysis	12	Experimental	5	Jupyter Notebook
96	ProjectXMG999/Social-Media-Sentiment-Analysis-Project The biggest project - Still in progress	12	Experimental	5	Python
97	Melanee-Melanee/NLP-Project Natural language processing on tweets	12	Experimental	5	Python
98	rukshan99/twitter-sentiment-analysis Twitter text mining \| Tweet normalization \| Tweet vectorization \| Sentiment analysis	11	Experimental	3	Jupyter Notebook
99	Ahmadd1998/sentiment-analyst- Analisis Sentimen Teks Singkat Bahasa Indonesia dengan Hyperparameter Random Forest	11	Experimental	—	Python
100	aarogyaojha/x-sentiment-analyzer End-to-end Twitter sentiment analysis using NLP and Logistic Regression on...	11	Experimental	—	Jupyter Notebook
101	arora-r/twitter-sentiment-analysis-extension This project provides a hands-on opportunity to learn about machine learning...	11	Experimental	—	JavaScript
102	18mahi/tweet-sentiment-analysis Classify tweets into happy, sad, angry, excited, and neutral with this...	11	Experimental	—	Jupyter Notebook
103	SoftWareAK/Twitter-Sentiment-Analysis-about-TURKEY The business objective of the project is to gather tweets using both search...	11	Experimental	3	Jupyter Notebook
104	Hungreeee/Twitter-Sentiment-Classification Twitter sentiment classification using multiple Scikit-learn models and...	11	Experimental	3	Jupyter Notebook
105	Badriii2502/sentiment-analysis-twitter Basic Sentiment Analysis on Twitter Data using Logistic Regression	11	Experimental	—	HTML
106	miguelestradam3/nlp_twitter Coursera Guided Project: Analyzing the content on twitter entries/blogs	11	Experimental	—	Jupyter Notebook
107	Mohamedreda333-crypto/Twitter-Sentiment-Analysis-Probabilistic-Model A comprehensive Sentiment Analysis project on Twitter data using Natural...	11	Experimental	—	Jupyter Notebook
108	Lakshmipriya-S/Twitter-Sentiment-Analysis-Analytics-Vidhya Twitter Sentiment Analysis In AutoML	11	Experimental	3	Jupyter Notebook
109	Mr-Chang95/FIFA-Sentiment-Analysis The objective of this data science project is to conduct sentiment analysis...	11	Experimental	4	Jupyter Notebook
110	TypEktor/Multilingual-Sentiment-Analysis A Multilingual Twitter Sentiment Analysis	11	Experimental	4	Python
111	lwoluke/Twitter-Sentiment-Analysis Using Python and Machine Learning	10	Experimental	2	Python
112	UltimatDev/Tweet_classifier Classifying tweets on basis of negative and positive tone using NLP	10	Experimental	2	Jupyter Notebook
113	kelvin-cykong/Twitter-Text_Classification-Project A NLP project classifying real tweets from APIs.	10	Experimental	2	Jupyter Notebook
114	KamgangAnthony/NLP-Analysis-Social-Media-Comments Une étude des avis d'Africains sur le don du sang / A study on the opinions...	10	Experimental	1	Jupyter Notebook
115	anis-kaci/Sentiment-Analysis-using-openAI-API NLP tweets sentiment analysis using openAi API	10	Experimental	2	Python
116	SamBelkacem/Twitter-Sentiment-Analysis A TF-IDF model to predict the polarity of tweets (positive, negative, neutral)	10	Experimental	2	Jupyter Notebook
117	sebenns/Tweetfluence A project for crawling accounts via Twitter API, classifying and analyzing...	10	Experimental	2	TypeScript
118	J-Lopez-IICG/TwitterSentiment-NLP Este proyecto utiliza NLP para clasificar el sentimiento en tweets,...	10	Experimental	1	Jupyter Notebook
119	chiragsamal/Twitter-Sentiment-Analysis Sentiment Analysis of Tweets using NLP and fastai	10	Experimental	2	Jupyter Notebook
120	Jashaul/Twitter-Trend-Nature To check the nature of trending twitter hashtags	10	Experimental	2	Jupyter Notebook
121	aditi184/Twitter-Sentiment-Analysis Sentiment mining for tweets using NLP.	10	Experimental	2	Python
122	RifaAmrilSahputra/Twitter-Sentiment-Analysis Twitter sentiment analysis using machine learning, classifying tweets into...	10	Experimental	1	Jupyter Notebook
123	shaheerAlam1/ukarine-russia-war-tweet-analysis-using-NLP Ukraine Russia war tweet Analysis using Natural Language Processing NLP...	10	Experimental	2	Jupyter Notebook
124	jpcadena/classification-tweets-national-security-ecuador Classification of Tweets about national security at Ecuador 2022	10	Experimental	2	Python
125	MoinDalvs/Sentiment_Analysis_on_-Elon_musk_Tweets Perform sentimental analysis on the Elon-musk tweets (Elon-musk.csv)	10	Experimental	2	Jupyter Notebook
126	IshtyM/Sentiment-Analysis-of-Twitter-Samples Sentiments of tweets are analyzed to predict whether the tweet is positive...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

Twitter-Sentiment-Analysis and Twitter_Sentiment_Analysis (51 vs 34) Twitter-Sentiment-Analysis and public-sentiment-analysis-based-on-twitter-hashtags (51 vs 41)