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 45 twitter sentiment pipelines tools tracked. 1 score above 70 (verified tier). The highest-rated is 666ghj/BettaFish at 70/100 with 39,455 stars. 1 of the top 10 are actively maintained.
Get all 45 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=twitter-sentiment-pipelines&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 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。 |
|
Verified |
| 2 |
hrwhisper/twitterDataMining
Twitter数据挖掘及其可视化 |
|
Emerging |
| 3 |
vspiewak/twitter-sentiment-analysis
Streaming tweets with spark, language detection & sentiment analysis,... |
|
Emerging |
| 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... |
|
Emerging |
| 5 |
bonzanini/Book-SocialMediaMiningPython
Companion code for the book "Mastering Social Media Mining with Python" |
|
Emerging |
| 6 |
r05323028/eyes
Public Opinion Mining System of Taiwanese Forums |
|
Emerging |
| 7 |
zer0Percent/ToKillATweetingBird
A Twitter scraper to retrieve tweets and users from X (formerly Twitter)... |
|
Emerging |
| 8 |
dylanjcastillo/twitter-sentiment-tracker
Dash app for classifying tweets in real-time |
|
Emerging |
| 9 |
lucasjinreal/weibo_terminator_workflow
Update Version of weibo_terminator, This is Workflow Version aim at Get Job Done! |
|
Emerging |
| 10 |
caciitg/UTrack
UTrack analyses the user's tweets and finds the level of Loneliness, Stress... |
|
Emerging |
| 11 |
sergio11/covid_tweets_etl_architecture
📚🧪 This is a learning-focused POC that explores a microservices ETL... |
|
Emerging |
| 12 |
FernandaOchoa/ThreadsAPI
Unofficial API for collecting user profiles in python, and scripts to... |
|
Experimental |
| 13 |
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 |
|
Experimental |
| 14 |
KANSADWALA/Sentiment-Analysis-of-Social-Media
A desktop app for collecting, analyzing, and visualizing data from X... |
|
Experimental |
| 15 |
AliAbdelaal/twitter-dash
A simple twitter dashboard |
|
Experimental |
| 16 |
aimaster-dev/twitter-analysis-app
This web app recommends trending movies and songs by analyzing real-time... |
|
Experimental |
| 17 |
joyce-lin/Project_Twitter_NLP
Building Event Extraction and Trending Framework for Twitter |
|
Experimental |
| 18 |
Ruqyai/Data-Engineering-Course
A data engineering course that focuses on how to create a real-time Twitter... |
|
Experimental |
| 19 |
Hamiz305/dspy-tweet-optimizer
🤖 Optimize your tweets with AI, leveraging a hill-climbing algorithm for... |
|
Experimental |
| 20 |
newrelic-experimental/newrelic-social-listening-service-nodejs
nodejs app listening to social media APIs (currently Twitter supported)... |
|
Experimental |
| 21 |
COS301-SE-2023/Domain-Pulse-A-Sentiment-Analysis-Platform
Ctrl Alt Defeat - Domain Pulse - Domain Pulse is the ultimate sentiment... |
|
Experimental |
| 22 |
AmZzPYJS/InPoDa-Social-Data-Analysis
Simulation d'une pipeline de données d'un réseau social, avec analyse et... |
|
Experimental |
| 23 |
Renalan/social-media-sentiment-dashboard
End-to-end sentiment analysis and influence mapping dashboard using public... |
|
Experimental |
| 24 |
venkat-0706/Social-Media-Analysis
Clean & analyze social media data with Python. Explore trends, sentiments, &... |
|
Experimental |
| 25 |
mdh266/TwitterSentimentAnalysis
Twitter Sentiment Analysis using Spark, MongoDB, and Google Cloud |
|
Experimental |
| 26 |
nassidev11/public-opinion-api
🌐 Access real-time public opinion data and sentiment analysis through a... |
|
Experimental |
| 27 |
sunehera/cannabis-health-outcomes-analysis
Exploratory analysis and predictive modeling of medical vs recreational ... |
|
Experimental |
| 28 |
georgezouq/awosome-ai-in-social-media
💻 Collect those AI & Bot use in social media... |
|
Experimental |
| 29 |
jmoussa/go-sentitweet
CLI Application holding a sentiment analysis data (Twitter tweets) pipeline... |
|
Experimental |
| 30 |
abrowne2/StreamFeel
Twitch chat analytics; filter garbage, see what people are feeling, and more... |
|
Experimental |
| 31 |
george07-t/Social-Media-Data-Mining-and-Analysis
Extract and analyze user comments from Facebook and YouTube to uncover... |
|
Experimental |
| 32 |
Leundai/twanalyze
MLH Fellowship Twitter Analysis |
|
Experimental |
| 33 |
ShreyaVijaykumar/PublicPulse
Public Pulse is an AI-driven app, to improvise transparency, communication,... |
|
Experimental |
| 34 |
ichalkiad/PyMstdnCollect
A Python package for social science research data collection with Mastodon's... |
|
Experimental |
| 35 |
izhx/crowd-OEI
[ACL 22] Identifying Chinese Opinion Expressions with Extremely-Noisy... |
|
Experimental |
| 36 |
saidimu/blackandwhite
Black & White: conservative and liberal twitter, side by side. |
|
Experimental |
| 37 |
adetunjii/jobtweets-v2
Find real time job tweets |
|
Experimental |
| 38 |
JP040/tweetrace
Small data pipeline project to stream tweets, analyze their underlying... |
|
Experimental |
| 39 |
Blackmesa-Canteen/COMP90024-Distributed-Tweet-Analizer-for-Liveability-of-Melbourne
Cluster & Cloud Computing, Twitter analyzer. The focus of this assignment is... |
|
Experimental |
| 40 |
Henry-Ak/Real-time-Twitter-Sentiment-Analysis
Real-time sentiment analysis of Nigerian music tweets using Python, NLP,... |
|
Experimental |
| 41 |
nico1008/TwitchBigBrother
Twitch chat sentiment anylizer |
|
Experimental |
| 42 |
akaiHuang/brand-sentiment-dashboard
Dashboard for real-time brand sentiment and consumer insights using... |
|
Experimental |
| 43 |
ojas-chaturvedi/NLP-Gun-Legislation
Legislative Narratives on Gun Control in the United States: A Sentiment... |
|
Experimental |
| 44 |
shahpari2kht/social_media_analyzer
Social Media Analyzer An advanced tool for monitoring, analyzing, and... |
|
Experimental |
| 45 |
TakumiSeo/FlamingAnalysis
Observe Tweet via Twitter API |
|
Experimental |