Tweeter Crypto Agent analyzes Twitter sentiment on crypto and auto-trades on Blockchain Network. It’s AI meets DeFi—real-time, emotion-driven, and fully automated.
Tweeter Crypto Agent is an AI-powered crypto trading bot that reacts to live Twitter sentiment. It scrapes tweets about cryptocurrencies, analyzes their sentiment in real-time, and automatically executes buy/sell trades on the BlockChain Network.
In volatile crypto markets, public sentiment — especially on platforms like Twitter — can trigger major price swings. This project turns social chatter into actionable trading signals using:
Natural Language Processing (NLP) to detect sentiment (positive/negative).
Automated trading logic to make buy/sell decisions.
Smart contract interactions to execute trades on-chain.
This demonstrates how AI and Web3 can work together to create intelligent, autonomous financial agents.
🔄 Real-Time Reactions — Instant analysis and trading based on tweet data.
🤖 Fully Automated — No manual input after setup.
🧠 AI-Driven — Uses sentiment analysis for smart decision-making.
🌐 Decentralized Execution — Trades are made on Blockchain.
🧩 Modular Design — Easy to extend to more tokens, better models, or mainnet.
Component | Technology Used |
|---|---|
Sentiment Analysis | Python (NLTK, VADER) |
Twitter Scraping | Python (Requests / Tweepy) |
Trading Bot Logic | Node.js |
Smart Contract Access | Web3.js |
Data Storage | CSV, JSON |