stock-relative-price-candlestick

Demo

Steamlit Cloud

Ideas

Key features

• Inspired by Crypto symbols that are traded with non stable coin etc BNBBTC, ETHBTC
• Use investpy python API to get historical OHLC data of SET index and stocks in Thailand
• Create as an interactable web application using Streamlit
• Can customize some interface options

Potential usage

• Create beta neutral price action strategy from candlestick graph. This can be done using SET50 index future to hedge your stock position.
• Create statistical abritage strategy from price action. For example, we can buy stocks that we believe are temporary underperform SET index and on the other hand short sell implied temporary overperform SET index stocks
• Imply inividual stock's rolling relative strength with market by looking at historial candlestick. This may be used as an extension of Relative price strength.
• and many more..

Run app locally

Using docker

Run the following command

docker build -t streamlitapp:latest .

docker run streamlitapp

Using python

Run the following command

pip install -r requirements.txt

streamlit run main.py

The application should be accesible on web brwoser via localhost:8501

Contributions

Contributions are welcomed! Please feel free to open pull request on this repository.

Disclaimer

This application is for educational purpose only. Please use it with your own risk. The datasource used in this project are from an unofficial source and may/should not be representative of the real market data. For serious retail traders, It is advised to seek realible datasource from authorized data providers by SET and do additonal research before consider any trading decision.