[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-1905":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":8,"htmlUrl":8,"language":9,"languages":8,"totalLinesOfCode":8,"stars":10,"forks":11,"watchers":12,"openIssues":13,"contributorsCount":13,"subscribersCount":13,"size":13,"stars1d":13,"stars7d":13,"stars30d":13,"stars90d":13,"forks30d":13,"starsTrendScore":13,"compositeScore":14,"rankGlobal":8,"rankLanguage":8,"license":8,"archived":15,"fork":15,"defaultBranch":16,"hasWiki":17,"hasPages":15,"topics":18,"createdAt":8,"pushedAt":8,"updatedAt":19,"readmeContent":20,"aiSummary":21,"trendingCount":13,"starSnapshotCount":13,"syncStatus":22,"lastSyncTime":23,"discoverSource":24},1905,"stock_analyzer","ym3642\u002Fstock_analyzer","ym3642",null,"Python",203,33,24,0,38.59,false,"main",true,[],"2026-06-12 04:00:11","# 📈 SmartStock — Premium Trading Terminal\n\nA professional-grade stock analysis web app built with Python and Streamlit. Analyze any stock with real-time data, AI-powered investment thesis, famous investor simulations, backtesting, and global market coverage.\n\n🌐 **Live at: [smartstock.trading](https:\u002F\u002Fsmartstock.trading)**\n\n---\n\n## Features\n\n### 📊 Company Analysis\n- **Overview** — Live price chart (Webull-style candlesticks), key metrics, 52-week range, volume, dividends\n- **Valuation** — P\u002FE, Forward P\u002FE, P\u002FS, PEG, EV\u002FEBITDA, interactive DCF fair value calculator, analyst price targets, financial statements\n- **Risk** — Sharpe ratio, Sortino, Calmar, Max Drawdown, VaR\u002FCVaR, Beta vs S&P 500, rolling risk metrics\n- **Industry** — Sector comparison, peer benchmarking, industry averages\n- **Technical** — RSI, MACD, Bollinger Bands, moving averages, volume analysis\n- **Comparison** — Side-by-side comparison of any two stocks across 30+ metrics\n- **Company News** — Latest news with sentiment tagging\n\n### 🤖 AI & Investor Intelligence\n- **AI Thesis** — Rule-based AI investment thesis with bull\u002Fbear case, factor scores, ESG assessment, catalysts and risks\n- **Investor View** — Simulate portfolios of famous investors (Buffett, Dalio, Lynch, Ackman, and more) with:\n  - Live factor scoring (Quality, Value, Growth, Momentum, Stability)\n  - Market regime detection (VIX, SPY\u002FQQQ\u002FIWM breadth)\n  - News shock overlay\n  - Full backtest engine with SPY benchmark comparison\n  - Monthly returns heatmap, rolling Sharpe, return distribution\n  - Alpha, Beta, R², Treynor, Omega Ratio, Ulcer Index, and more\n\n### 🌐 Market & Global\n- **Market News** — Global market headlines with sentiment and impact analysis\n- **Market Rankings** — Top movers screener with AI scoring across global markets\n- **Global Indexes** — World market overview across all continents\n- **Commodities** — Oil, gold, silver, natural gas, and more\n\n### 🔧 Tools\n- **Bond Calculator** — Yield to maturity, duration, convexity, cashflow table\n- **Option Calculator** — Black-Scholes pricing with full Greeks (Delta, Gamma, Theta, Vega, Rho)\n\n---\n\n## Tech Stack\n\n| Layer | Technology |\n|---|---|\n| Frontend | Streamlit |\n| Charts | Plotly |\n| Data | Yahoo Finance (yfinance) |\n| Technical Analysis | pandas-ta |\n| Hosting | Render |\n| Domain | Cloudflare |\n| Language | Python 3.11+ |\n\n---\n\n## Run Locally\n\n**1. Clone the repo**\n```bash\ngit clone https:\u002F\u002Fgithub.com\u002Fym3642\u002Fstock_analyzer.git\ncd stock_analyzer\n```\n\n**2. Create a virtual environment**\n```bash\npython -m venv venv\nvenv\\Scripts\\activate        # Windows\nsource venv\u002Fbin\u002Factivate     # Mac\u002FLinux\n```\n\n**3. Install dependencies**\n```bash\npip install -r requirements.txt\n```\n\n**4. Run the app**\n```bash\nstreamlit run app.py\n```\n\nOpen your browser at `http:\u002F\u002Flocalhost:8501`\n\n---\n\n## Deployment\n\nThe app is deployed on **Render** with automatic deploys from this GitHub repo.\n\nEvery `git push` to `main` triggers a redeploy automatically:\n\n```\nLocal code  →  git push  →  GitHub  →  Render auto-deploy  →  smartstock.trading\n```\n\n---\n\n## Project Structure\n\n```\nstock_analyzer\u002F\n├── app.py              # Main application (all-in-one)\n├── Procfile            # Render\u002FRailway start command\n├── requirements.txt    # Python dependencies\n└── README.md           # This file\n```\n\n---\n\n## Disclaimer\n\nSmartStock is for **educational and informational purposes only**. Nothing on this platform constitutes financial advice. Always conduct your own due diligence and consult a qualified financial advisor before making investment decisions. Data is sourced from Yahoo Finance and may be delayed or inaccurate.\n\n---\n\n## License\n\nMIT ","SmartStock 是一个基于Python和Streamlit构建的专业级股票分析Web应用，提供实时数据分析、AI驱动的投资论点、著名投资者模拟、回测及全球市场覆盖等功能。其核心功能包括详尽的公司基本面和技术面分析工具，如财务指标、风险评估、行业对比等；还具备强大的人工智能与投资者智能模块，能够生成基于规则的投资论点，并模拟知名投资人的投资组合表现。此外，该平台还提供了丰富的市场新闻、全球指数追踪以及商品价格监控服务。适用于需要进行深入股市研究、制定交易策略或跟踪投资组合表现的个人投资者和金融分析师。",2,"2026-06-11 02:46:46","CREATED_QUERY"]