Unlock the power of the stock market with Stock Market Pro, the ultimate Python-based stock analysis and trading dashboard! This SEO-optimized script leverages yfinance for real-time US stock data, delivering professional-grade stock market analysis, technical analysis tools, fundamental analysis, AI stock predictions, stock forecasting, and a paper trading simulator—all in an intuitive Streamlit app. Perfect for day traders, investors, and developers searching for "stock trading platform," "technical indicators script," or "ML forecasting tools" Analyze stocks with advanced features: Real-Time Stock Data & Indices: Fetch prices for S&P 500, NASDAQ, Dow Jones—ideal for "stock market today" queries. Technical Analysis Mastery: RSI, MACD, Bollinger Bands, Stochastic, ATR—core to "technical analysis" searches. Fundamental Analysis Depth: Financial statements (income, balance, cash flow), ratios (PE, ROE, PEG)—for "fundamental analysis tools." ML Predictions: Random Forest, Ensemble models for buy/sell signals Advanced Stock Forecasting: Linear Regression, ARIMA, Monte Carlo simulations—optimized for "stock market predictions" and "stock forecasting script." Paper Trading Simulator: Virtual portfolio with P&L tracking—great for "day trading simulator" or "options trading practice." Watchlist & Reports: Custom watchlists, PDF/HTML/CSV exports with charts—supports "stock screener" and "trading journal" needs. Easy Customization: Modular code with caching, logging, and SQLite DB—deploy on Heroku or locally for "Python stock trading app" builders. No API keys needed; auto-installs packages like scikit-learn, statsmodels.