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 93 twitter sentiment analysis tools tracked. 1 score above 50 (established tier). The highest-rated is cardiffnlp/tweetnlp at 51/100 with 382 stars and 827 monthly downloads.

Get all 93 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	cardiffnlp/tweetnlp TweetNLP for all the NLP enthusiasts working on Twitter! The Python library...	51	Established	382	Python
2	sharmaroshan/Twitter-Sentiment-Analysis It is a Natural Language Processing Problem where Sentiment Analysis is done...	44	Emerging	270	Jupyter Notebook
3	the-javapocalypse/Twitter-Sentiment-Analysis This script can tell you the sentiments of people regarding to any events...	43	Emerging	164	Python
4	I-am-sayantan/public-sentiment-analysis-based-on-twitter-hashtags This project focuses on sentiment analysis. Social Sentiment analysis is the...	34	Emerging	12	Jupyter Notebook
5	riochr17/Analisis-Sentimen-ID Analisis Sentimen Twitter dengan TFIDF-ANN	33	Emerging	86	Python
6	r13i/twitter-sentiment-analysis What if we could see the emotions and moods of people through the...	33	Emerging	19	Jupyter Notebook
7	Hyuto/Analisis-Sentimen-Corona-DKI-Jakarta Analisis Sentimen Corona DKI Jakarta menggunakan TF-IDF Vectorizer & Support...	31	Emerging	17	Jupyter Notebook
8	kinshukdua/LiveActionMap An attempt to map the areas with active conflict in Ukraine using twitter...	31	Emerging	177	Python
9	IBM/twitter-customer-care-document-prediction Twitter dataset for Conversational Document Prediction to Assist Customer...	31	Emerging	15	—
10	parthnagarkar875/Twitter-Profile-Analyzer Analysis of a Twitter profile for discerning their preferences.	29	Experimental	9	Jupyter Notebook
11	snoop2head/instagram_hashtag_analysis 📷 Crawl and Analyze Instagram Hashtag Data: KoNLPY to gensim word2Vec &...	29	Experimental	12	Jupyter Notebook
12	PyPatel/Sentiment-Analysis-for-Trading Using Natural Language Processing we developed working prototype of...	28	Experimental	38	Python
13	athrvkk/Anti-National-Tweets-Classification Build a classifier to classify anti-national tweets from normal tweets based...	28	Experimental	6	Jupyter Notebook
14	Hsankesara/The-Tweets-of-Wisdom A dataset which contains 30k+ so called "self-help" tweets from 100+ authors.	27	Experimental	9	Jupyter Notebook
15	dD2405/Twitter_Sentiment_Analysis Detecting whether a particular tweet contains negative emotions attached...	27	Experimental	25	HTML
16	ruarq/ukraine-war-heatmap Ukraine War Map/Heatmap	27	Experimental	10	HTML
17	FirasHabri/nlp_twitter Sentiment analysis of Arabic sport related Twitter data	26	Experimental	6	Jupyter Notebook
18	peiyong-addwater/Hackathon-QNLP Repo for Qiskit Hackathon Project "Quantum Twitter Sentiment Analysis"	26	Experimental	5	Jupyter Notebook
19	tsainez/kpop-sentiment-analysis Generating a Korean and English dataset of Tweets about K-pop for sentiment analysis	26	Experimental	3	Jupyter Notebook
20	ezgisubasi/turkish-tweets-sentiment-analysis This sentiment analysis project determines whether the tweets posted in the...	26	Experimental	64	Jupyter Notebook
21	Justsecret123/Twitter-sentiment-analysis A sentiment analysis model trained with Kaggle GPU on 1.6M examples, used to...	24	Experimental	2	Jupyter Notebook
22	HamedBabaei/sentiment-analysis Twitter sentiment analysis using the sentiment140 dataset	24	Experimental	4	Jupyter Notebook
23	xavierfigueroav/twish Twish is a web application that allows you to host tweets classifiers...	24	Experimental	4	Python
24	shahules786/twitter-emotions NLP tool to extract emotional phrase from tweets 🤩	23	Experimental	40	Python
25	sakshidgoel/Bilingual-Sentiment-Analysis The main aim of the project is to develop a sentiment analyzer that can be...	23	Experimental	14	Jupyter Notebook
26	xiangzhemeng/Kaggle-Twitter-Sentiment-Analysis Kaggle Twitter Sentiment Analysis Competition	23	Experimental	17	Python
27	merb92/Twitter-Sentiment-Analysis Monitor the reception of a new mobile phone on Twitter to help a business...	22	Experimental	13	Jupyter Notebook
28	lamaniaditya275-spec/tweet-sentiment-nlp Tweet sentiment classification using NLP embeddings	22	Experimental	—	Jupyter Notebook
29	rozester/Twitter-Sentiment-Analyzer Twitter Sentiment Analyzer	22	Experimental	13	HTML
30	kurtispykes/twitter-sentiment-analysis Creating a Gradio user interface to predict the sentiment of a tweet	22	Experimental	12	Jupyter Notebook
31	TheCleverIdiott/SenMeter Sentimental Analysis of Twitter Posts and Recommending Psychological Reports...	22	Experimental	18	—
32	shubhamdey01/Sentiment-Analysis-Twitter This project involves Natural Language Processing (NLP) to perform sentiment...	22	Experimental	1	Jupyter Notebook
33	avs-abhishek123/Twitter-Sentimental-Analysis An AI project where we do web scrapping from Twitter API, find the...	20	Experimental	16	—
34	joshzwiebel/Tweet-Sentiment-Extraction A repository detailing work involved in the kaggle competition Tweet...	20	Experimental	7	Jupyter Notebook
35	chigwell/logistic-nlp-fitter A new package would help users fit logistic curves to their data by...	20	Experimental	1	Python
36	pavithralanalytics/twitter-sentiment-analysis-nlp Sentiment Analysis on Twitter Data using NLP techniques and Logistic...	19	Experimental	—	Jupyter Notebook
37	codiceSpaghetti/T4SA-2.0 This project creates the T4SA 2.0 dataset, i.e. a big set of data to train...	19	Experimental	4	Jupyter Notebook
38	raju-shrestha/Sentiment-Analysis-of-Twitter-Data-Using-Logistic-Regression Sentiment Analysis of Twitter Data Using Logistic Regression	19	Experimental	8	JavaScript
39	mathatzim/Open_Government_Data_Sentiment_Analysis Sentiment analysis pipeline on public-policy comments using NLP and ML...	19	Experimental	—	Python
40	Wazzabeee/twitter-sentiment-analysis-pyspark Comparative study of classification algorithms implemented in PySpark on the...	18	Experimental	5	Jupyter Notebook
41	thuwyh/Tweet-Sentiment-Extraction Part of the 7th solution of the Kaggle Tweet Sentiment Extraction competition	18	Experimental	23	Jupyter Notebook
42	manasik29/Sentiment_Analysis_on_Elon_Musk_Tweets Performed Sentiment Analysis on Elon Musk's Tweets. Extracting Positive or...	18	Experimental	5	Jupyter Notebook
43	Shwetago/Sentiment_Analysis Twitter Sentiment Analysis - Classifying positive, negative and neutral tweets	18	Experimental	5	Jupyter Notebook
44	leoreeva/tweets-analysis Python pipeline for analyzing tweets. Tasks: download, text preprocessing,...	17	Experimental	5	Jupyter Notebook
45	kritanjalijain/Twitter_Sentiment_Analysis An approach for unimodal sentiment analysis behind social media...	17	Experimental	3	Python
46	kenypatel233/SentimentAnalysis Multiclass classification task to perform sentiment analysis of tweet using NLP	17	Experimental	1	Jupyter Notebook
47	moustapha00/Tweets-classification-data-camp-2022 Performing sentiment analysis on tweets related to four companies - Apple,...	16	Experimental	2	Jupyter Notebook
48	NishantkSingh0/Twitter-Sentiment-Analysis A ML/DL based Twitter sentiment analysis model based on Transformer based...	16	Experimental	7	Jupyter Notebook
49	ElyLin/SentimentAnalysisProject Identified Tweet sentiment towards tech companies to assess investment opportunities	16	Experimental	1	Jupyter Notebook
50	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
51	Jaisood08/NLP-Tweet-analysis It's a Sentiment analysis system for Tweets about a topic that uses web...	15	Experimental	2	Jupyter Notebook
52	rmdhirr/SentimentAnalysisPilpres2019 Sentiment analysis model specifically trained to analyze tweets related to...	15	Experimental	2	—
53	rkritika1508/Sentiment-Analysis Sentiment Analysis using the "Sentiment140" dataset by Stanford. The model...	15	Experimental	2	Jupyter Notebook
54	laelasbuch/Sentiment-Analysis-about-Medan-City-Election Indonesia has 19.5 million Twitter users from a total of 500 million global...	15	Experimental	2	HTML
55	rohitgit1/Twitter-Trend-Analyzer-using-NLP Sentiment Analysis of Bollywood Trends on Twitter dataset.	15	Experimental	6	Jupyter Notebook
56	davisduccopny/Twitter-Sentiment-Analysis Use GRU and basic machine learning models in tweet classification, labeling...	14	Experimental	1	Jupyter Notebook
57	sahidul-shaikh/demonetization-sentiment-analysis Social Media (Twitter) Opinion Mining - Demonetization Sentiment Analysis	14	Experimental	1	Jupyter Notebook
58	broepke/SentimentAnalysis Up Your Game in Social Media Sentiment Analysis	14	Experimental	1	Jupyter Notebook
59	dimitreOliveira/Tweet-Sentiment-Extraction :2nd_place_medal: (Silver medal - 60th place - Top 3%) Repository for the...	14	Experimental	11	Jupyter Notebook
60	Amirrezahmi/Hashtag-Analyzer This project analyzes tweets, extracting insights on a specific hashtag. It...	14	Experimental	11	Jupyter Notebook
61	tbryan2/nfl-prospects-nlp Sentiment analysis and text generation of NFL prospect scouting reports 2014-2022	14	Experimental	1	HTML
62	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	14	Experimental	1	HTML
63	AnshAB5/Twitter-Sentiment-Analysis NLP based project to obtain a concise representation of the sentiment by...	14	Experimental	1	Jupyter Notebook
64	JaweriaAsif745/Urdu_Tweets_Sentiment_Analysis Performed sentiment analysis on Urdu tweets using Logistic Regression with...	13	Experimental	2	Jupyter Notebook
65	subhadeep-123/Sentiment-Analysis In this repository I have implemented Sentiment analysis in twitter dataset...	13	Experimental	5	Jupyter Notebook
66	kaymal/twitter-emotions Sentiment and emotion analysis of tweets using NLP methods with extensive...	13	Experimental	6	Jupyter Notebook
67	IvayloP0709/Twitter-Sentiment-Analysis Real-time sentiment analysis tool for Twitter data. Processes and...	12	Experimental	1	Jupyter Notebook
68	tskatia/CAPITOL NLP binary classification of US political tweets (Democrat vs Republican)....	12	Experimental	1	Jupyter Notebook
69	DURGESH716/NLP_Twitter_Analysis Analyzing Tweets of people whether positive or negative through Natural...	12	Experimental	16	Python
70	Liburn-Krasniqi/Tweet-Sentiment-Analysis Sentiment Analysis model trained on 10K tweets	12	Experimental	1	Jupyter Notebook
71	r2nery/ukraine-media Can we identify key events in a war by analyzing raw text from news stories?	12	Experimental	3	Jupyter Notebook
72	dodevca/twitter-trending-classifier Automated Twitter Trending Classifier using Rule-based Logic & Logistic...	12	Experimental	1	Jupyter Notebook
73	Baldo431/Gasoline_Price_Dashboard Analysis of gasoline prices and twitter sentiment polarity using NLP and...	12	Experimental	4	Jupyter Notebook
74	helloerikaaa/quweeting Sentiment analysis from tweets using QNLP (Quantum Natural Language Processing)	12	Experimental	13	Python
75	shubham-shetty/BERT-Tweet-Classifier This project provides a way to scrape tweets based on a query or username...	12	Experimental	4	Jupyter Notebook
76	mutalibcs/Twitter-Sentiment-Analysis Twitter Sentiment Analysis	12	Experimental	3	Jupyter Notebook
77	arora-r/twitter-sentiment-analysis-extension This project provides a hands-on opportunity to learn about machine learning...	11	Experimental	—	JavaScript
78	18mahi/tweet-sentiment-analysis Classify tweets into happy, sad, angry, excited, and neutral with this...	11	Experimental	—	Jupyter Notebook
79	Mohamedreda333-crypto/Twitter-Sentiment-Analysis-Probabilistic-Model A comprehensive Sentiment Analysis project on Twitter data using Natural...	11	Experimental	—	Jupyter Notebook
80	miguelestradam3/nlp_twitter Coursera Guided Project: Analyzing the content on twitter entries/blogs	11	Experimental	—	Jupyter Notebook
81	Badriii2502/sentiment-analysis-twitter Basic Sentiment Analysis on Twitter Data using Logistic Regression	11	Experimental	—	HTML
82	aarogyaojha/x-sentiment-analyzer End-to-end Twitter sentiment analysis using NLP and Logistic Regression on...	11	Experimental	—	Jupyter Notebook
83	Ahmadd1998/sentiment-analyst- Analisis Sentimen Teks Singkat Bahasa Indonesia dengan Hyperparameter Random Forest	11	Experimental	—	Python
84	DreamPearl/SentiPeople Fetching tweets regarding any firm using Twitter APIs, storing them into...	11	Experimental	2	Jupyter Notebook
85	elliotvaucher/thymio_twitter Using Twitter + NLP to give Thymio artificial (emotional) intelligence	11	Experimental	2	Python
86	pavelsivanovs/missile-attack-watcher The NLP project which aggregates information about rocket strikes happening...	11	Experimental	2	Python
87	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
88	JohnnyWang1998/ukraine-russia-tweets-sentiment-analysis-and-topic-modeling This is the NLP course work about Ukraine and Russia Conflict Tweets...	10	Experimental	1	Jupyter Notebook
89	MarioMNM/sentiment_analysis_API_for_Twitter This project implements an API with a deep learning model for sentiment...	10	Experimental	1	Jupyter Notebook
90	pedrocast7/ML_Mood_Classification_from_tweets_with_Sklearn A repository with a binary classification problem to explore some models and...	10	Experimental	1	Jupyter Notebook
91	samkamau81/Sentiment-Analysis-Using-a-Transformer This project uses Transformers to Analyze whether a Tweet is Positive or Negative.	10	Experimental	1	Python
92	pagiguntur/AnalisisSentimenPermendikbutPPKS Repository tentang Tugas Akhir Jurusan Teknik Informatika Universitas Ma Chung	10	Experimental	1	Jupyter Notebook
93	abu14/twitter-sentiment-analysis-and-Prediction The project tries to classify sentiment of tweets as positive, negative,...	10	Experimental	1	Jupyter Notebook