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AuthentiScan/Ignite

sourceHugging Faceupdated 3mo agoView on Hugging Face
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App README

๐Ÿ”ฅ IGNITE โ€” Candlestick Signal PoC

A Streamlit Proof of Concept that analyzes the body, wicks, and volume of recent candlesticks (via yfinance) to produce a simple directional lean: UP, DOWN, or HOLD.

How it works

  • โ€”Fetches recent OHLCV data for a selected ticker/interval using yfinance.
  • โ€”Computes the body size, upper wick, and lower wick of the most recently completed candle as a percentage of its total range.
  • โ€”Compares the candle's volume against a rolling average of prior candles.
  • โ€”Applies a small heuristic ruleset (e.g. a red candle with a long lower wick and fading volume flags a potential bullish reversal) and displays the reasoning behind each call.
  • โ€”Renders an interactive Plotly candlestick chart highlighting the analyzed candle.

Run locally

bash
pip install -r requirements.txt
streamlit run app.py

โš ๏ธ Disclaimer

This is a rule-based heuristic demo for educational purposes only. It is not financial advice and should not be used as the sole basis for real trading decisions.