Twitter Sentiment Pipelines NLP Tools

End-to-end real-time data pipelines for collecting, processing, and analyzing Twitter/social media data with sentiment analysis. Includes streaming architectures (Kafka, Spark), ETL workflows, and dashboard visualization. Does NOT include standalone sentiment analysis tools, general social media mining without real-time components, or non-Twitter social platforms as primary focus.

There are 54 twitter sentiment pipelines tools tracked. 1 score above 50 (established tier). The highest-rated is 666ghj/BettaFish at 60/100 with 39,455 stars.

Get all 54 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	666ghj/BettaFish 微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。	60	Established	39,455	Python
2	hrwhisper/twitterDataMining Twitter数据挖掘及其可视化	49	Emerging	201	Python
3	vspiewak/twitter-sentiment-analysis Streaming tweets with spark, language detection & sentiment analysis,...	48	Emerging	104	Scala
4	HUANGZHIHAO1994/weibo-analysis-and-visualization 使用python抓取微博数据并对微博文本分析和可视化，LDA（树图）、关系图、词云、时间趋势（折线图）、热度地图、词典情感分析（饼图和3D柱状图）、词向量...	48	Emerging	949	Python
5	r05323028/eyes Public Opinion Mining System of Taiwanese Forums	43	Emerging	119	Python
6	bonzanini/Book-SocialMediaMiningPython Companion code for the book "Mastering Social Media Mining with Python"	43	Emerging	563	Python
7	zer0Percent/ToKillATweetingBird A Twitter scraper to retrieve tweets and users from X (formerly Twitter)...	43	Emerging	24	Python
8	dylanjcastillo/twitter-sentiment-tracker Dash app for classifying tweets in real-time	41	Emerging	68	Python
9	lucasjinreal/weibo_terminator_workflow Update Version of weibo_terminator, This is Workflow Version aim at Get Job Done!	41	Emerging	259	Python
10	caciitg/UTrack UTrack analyses the user's tweets and finds the level of Loneliness, Stress...	38	Emerging	14	Python
11	FernandaOchoa/ThreadsAPI Unofficial API for collecting user profiles in python, and scripts to...	36	Emerging	53	Jupyter Notebook
12	Lan-ce-lot/weibo-opinion-analysis 针对微博平台的微博文本数据进行舆情分析项目，内容有微博爬虫、LDA主题分析和情感分析	33	Emerging	75	Python
13	KANSADWALA/Sentiment-Analysis-of-Social-Media A desktop app for collecting, analyzing, and visualizing data from X...	31	Emerging	2	JavaScript
14	AliAbdelaal/twitter-dash A simple twitter dashboard	31	Emerging	16	HTML
15	joyce-lin/Project_Twitter_NLP Building Event Extraction and Trending Framework for Twitter	30	Emerging	14	Jupyter Notebook
16	newrelic-experimental/newrelic-social-listening-service-nodejs nodejs app listening to social media APIs (currently Twitter supported)...	29	Experimental	7	TypeScript
17	aimaster-dev/twitter-analysis-app This web app recommends trending movies and songs by analyzing real-time...	29	Experimental	11	Python
18	Ruqyai/Data-Engineering-Course A data engineering course that focuses on how to create a real-time Twitter...	29	Experimental	3	Jupyter Notebook
19	COS301-SE-2023/Domain-Pulse-A-Sentiment-Analysis-Platform Ctrl Alt Defeat - Domain Pulse - Domain Pulse is the ultimate sentiment...	27	Experimental	24	Python
20	Hamiz305/dspy-tweet-optimizer 🤖 Optimize your tweets with AI, leveraging a hill-climbing algorithm for...	22	Experimental	—	Python
21	venkat-0706/Social-Media-Analysis Clean & analyze social media data with Python. Explore trends, sentiments, &...	22	Experimental	19	Jupyter Notebook
22	mdh266/TwitterSentimentAnalysis Twitter Sentiment Analysis using Spark, MongoDB, and Google Cloud	22	Experimental	5	Jupyter Notebook
23	jmoussa/go-sentitweet CLI Application holding a sentiment analysis data (Twitter tweets) pipeline...	21	Experimental	1	Go
24	georgezouq/awosome-ai-in-social-media 💻 Collect those AI & Bot use in social media...	21	Experimental	70	—
25	abrowne2/StreamFeel Twitch chat analytics; filter garbage, see what people are feeling, and more...	20	Experimental	8	C++
26	george07-t/Social-Media-Data-Mining-and-Analysis Extract and analyze user comments from Facebook and YouTube to uncover...	19	Experimental	1	Jupyter Notebook
27	AmZzPYJS/InPoDa-Social-Data-Analysis Simulation d'une pipeline de données d'un réseau social, avec analyse et...	19	Experimental	—	Jupyter Notebook
28	ichalkiad/PyMstdnCollect A Python package for social science research data collection with Mastodon's...	19	Experimental	4	Python
29	Leundai/twanalyze MLH Fellowship Twitter Analysis	19	Experimental	4	TypeScript
30	nico1008/TwitchBigBrother Twitch chat sentiment anylizer	18	Experimental	2	Jupyter Notebook
31	JP040/tweetrace Small data pipeline project to stream tweets, analyze their underlying...	18	Experimental	2	Python
32	adetunjii/jobtweets-v2 Find real time job tweets	18	Experimental	2	TypeScript
33	saidimu/blackandwhite Black & White: conservative and liberal twitter, side by side.	18	Experimental	2	JavaScript
34	izhx/crowd-OEI [ACL 22] Identifying Chinese Opinion Expressions with Extremely-Noisy...	18	Experimental	2	—
35	ojas-chaturvedi/NLP-Gun-Legislation Legislative Narratives on Gun Control in the United States: A Sentiment...	17	Experimental	1	Typst
36	TakumiSeo/FlamingAnalysis Observe Tweet via Twitter API	17	Experimental	1	Python
37	Renalan/social-media-sentiment-dashboard End-to-end sentiment analysis and influence mapping dashboard using public...	15	Experimental	—	—
38	sunehera/cannabis-health-outcomes-analysis Exploratory analysis and predictive modeling of medical vs recreational ...	14	Experimental	—	Jupyter Notebook
39	shahpari2kht/social_media_analyzer Social Media Analyzer An advanced tool for monitoring, analyzing, and...	14	Experimental	3	Python
40	nassidev11/public-opinion-api 🌐 Access real-time public opinion data and sentiment analysis through a...	14	Experimental	—	—
41	INESCTEC/Tweet2Story Repository for the Tweet2Story framework for the extraction of narratives...	13	Experimental	14	Python
42	AstraBert/bluesky-profile-sentiment-analysis Analyse emotions from the latest posts of any BlueSky user	12	Experimental	1	templ
43	Twitter-Analytics/trendz-insights Data Driven Sentiment Insight into Twitter(X) Trends \| Kafka \| Spark \| Spark...	12	Experimental	6	Java
44	sferez/Twitter_Toolbox Complete Toolbox for Scraping, Streaming, Interact with API, Cleaning,...	12	Experimental	5	Python
45	inhaltone/132DOW Data scraping and Sentiment analysis in 12K articles collected during 132...	11	Experimental	3	Jupyter Notebook
46	shivatejapecheti/Twitter-Live-Feed-Analysis-and-Streaming-for-Movies Bigdata Analysis Project	11	Experimental	3	Jupyter Notebook
47	vojay-dev/flitch Let's learn about Apache Flink and sentiment analysis by building a...	11	Experimental	4	Java
48	INESCTEC/Tweet2Story-demo Repository that contains the demo for the web app of the Tweet2Story framework.	11	Experimental	4	Python
49	akaiHuang/brand-sentiment-dashboard Dashboard for real-time brand sentiment and consumer insights using...	11	Experimental	—	TypeScript
50	aryansh3lke/trendscope An AI tool to gain insight into X (Twitter) trends through web-scraping,...	11	Experimental	3	TypeScript
51	Henry-Ak/Real-time-Twitter-Sentiment-Analysis Real-time sentiment analysis of Nigerian music tweets using Python, NLP,...	11	Experimental	—	Python
52	chgibb/reimagined-pancake Twitter scraper and natural language processing platform	11	Experimental	4	TypeScript
53	shahriar-rahman/Twitter-Sentiment-Analysis An automated application, capable of sifting through user's tweets to...	10	Experimental	2	Python
54	caleb-sideras/Tweetailyze FastAPI backend for Tweetailyze, a web app that performs Twitter account...	10	Experimental	2	Python

Comparisons in this category

weibo-analysis-and-visualization and weibo-opinion-analysis (48 vs 33)