Stock Screener application
Stocks are listed from NASDAQ exchange. You can filter stocks based on queries like -
Marketcap > 1000 &
Previousclose > 10 &
Profitmargins > 10 &
Earningsgrowth > 10
Or even complex queries like -
Marketcap > 1 &
Forwardpe < 35 &
Earningsgrowth > 15 &
Profitmargins > 10 &
Returnonequity > 15 &
Debttoequity < 2
You can even filter based on the ideas of famous investors.
⚠️ Note: These filters I have researched and written on my own so, it may or may not work on every stock. But most of the time they have worked.
⚠️ Be careful of the units in which all the metrics are used.
| Metric | Unit |
|---|---|
| Marketcap | In order of 1 Billion USD |
| Previousclose | In USD |
| Revenuegrowth, Earningsgrowth, Profitmargins | Percentage (%) |
| Operatingcashflow, Freecashflow, Totalrevenue | In order of 1 Billion USD |
- Clone the repository:
git clone https://github.com/AmishKakka/stockscreener
- You can either run the application using Docker or by creating a virtual environment and then running it -
docker build -t stockscreener . docker run -p 8501:8501 stockscreener
This requires having Docker installed on your system.
Another way is to create a virtual environment, activate it and then run pip to install libraries.
python3 -m venv env_name
source env_name/bin/activate
pip install -r requirements.txt
streamlit run main.py