The dataset contains the price history and trading volumes of the fifty constituent stocks of the NIFTY 50 index from the National Stock Exchange (NSE) of India. It spans the period from 1 January 2000 to 30 April 2021. For the purpose of this dataset, the timeline has been represented using timestamps variable (t), and only a randomly selected subset of trading days has been included for illustration. Acknowledgements NSE India: https://www.nseindia.com/ Thanks to NSE for providing all the data publicly.