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Tweeter Crypto Agent

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.

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描述

Tweeter Crypto Agent

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.

Overview

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.


Advantages

  • 🔄 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.


Tech Stack

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

技术栈

Solidity
Ethers
Node
Python
Web3