Equity Web-Based Dashboard.
The "Equity Web-Based Dashboard" is an interactive dashboard using Dash, a Python framework for building this web application. The dashboard fetches historical stock price and volume data for all #NSE FNO symbols from the Yahoo Finance API (using the yfinance library). It then presents the data to identify stocks near their 52-week high or low and stocks experiencing a volume buildup crossing their three-day average.
There are many many more details to explore - in choosing data features, in choosing algorithms, in tuning the algos, etc. I am sure there are many unanswered parts of the process. So, any comments and suggestions - please do share. I'd be happy to add and test any ideas in the current process.