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📊 Market Sentiment Alpha

AI-Powered News Sentiment Analysis for Stocks

Python 3.10+ License: MIT

✨ 功能

  • 📰 实时抓取 Yahoo Finance 新闻
  • 🤖 Twitter-RoBERTa 情感分析模型
  • 📊 交互式情绪分布可视化
  • 🔄 支持全球股票代码 (AAPL, TSLA, 600519.SS...)

🚀 快速开始

git clone https://github.com/glztl/sentiment-alpha.git
cd sentiment-alpha
uv sync
uv run streamlit run app.py

🖼️ 项目演示

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A platform for analyzing financial news and predicting stock price fluctuations

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