Security Wise is the ratio of total delivered quantity to total traded quantity for a particular stock on a given trading day.

This project provides a comprehensive collection of NSE Security-wise Equity Bhav Data, aggregated from multiple sources. The dataset includes delivery volume data and is designed.

Market reports: Securities master: This report gives details of the security symbol, ISIN, security code, series etc. Corporate action report: This report gives a symbol wise and series wise list of all.

Understanding the Context

Features Capital Market Price volume data, deliverable positions, bhav copies, bulk/block deals, short selling, VaR margins, PE ratios, 52-week highs/lows, and more Derivatives .

This dataset contains security wise price volume data.

Use nse.listEquityStocksByIndex (index=SECURITIES IN F&O) NSE.listEquityStocksByIndex(index='NIFTY 50') dict List Equity stocks by their Index name..

In response to the inadequate availability of high-quality datasets for the Indian markets, this application was developed following an extensive period of data aggregation during my personal.

Key Insights

This is a simple Python Flask based API which fetches the data from National Stock Exchange (NSE), India 's website and responds Security-wise Price, Volume and Deliverable Position Data.

Gathered from full bhavcopy (.csv) & securities available for equity (.csv) Refresh Button on Top Fetch data from nseIndia and stores it in our Database ! Login Detail for Admin panel to access database at.

Automates daily downloads of NIFTY 500 and Market Indices CSV files from NSE India with scheduled times , runs smoothly in the background , and saves files smartly with.