README.md

metadata

title: Trading Signal Dashboard
emoji: 📈
colorFrom: purple
colorTo: pink
sdk: gradio
sdk_version: 5.9.1
python_version: '3.10'
app_file: app.py
pinned: false
license: mit
short_description: Technical analysis dashboard with trading signals

Trading Signal Dashboard

An interactive technical analysis dashboard that fetches real-time stock data and generates trading signals using classical technical indicators.

Features

• Real-time data via Yahoo Finance for any publicly traded ticker
• Technical indicators: SMA (20/50), EMA (12/26), RSI (14), MACD, Bollinger Bands
• Signal generation: Buy/sell signals from indicator crossovers (SMA, MACD, RSI)
• Interactive Plotly charts: Price with overlays, RSI, MACD, and Volume subplots
• Signal summary table with recent buy/sell signals and reasoning
• Backtesting engine: Compare signal-based strategy returns against buy-and-hold
• Multiple timeframes: 1 Month, 3 Months, 6 Months, 1 Year, 2 Years

How It Works

1. Enter a stock ticker (e.g., AAPL, GOOGL, MSFT, TSLA)
2. Select a lookback timeframe
3. The dashboard fetches historical price data, computes technical indicators, and identifies trading signals
4. Review charts, signals, and backtest results across three organized tabs

Indicators & Signals

Indicator	Signal Logic
SMA Crossover	Buy when SMA-20 crosses above SMA-50; Sell when SMA-20 crosses below SMA-50
MACD Crossover	Buy when MACD line crosses above Signal line; Sell on downward cross
RSI Extremes	Buy when RSI crosses above 30 (oversold); Sell when RSI crosses below 70 (overbought)

Disclaimer

This application is for educational and informational purposes only. It does NOT constitute financial advice, investment recommendations, or solicitation to buy or sell any securities. Past performance and backtesting results do not guarantee future returns. Always consult a qualified financial advisor before making investment decisions. The creator assumes no liability for any financial losses incurred from using this tool.

Author

Built by Lorenzo Scaturchio (gr8monk3ys)