Historical Data Nifty ●

nifty['1Y_Return'] = (nifty['Close'] / nifty['Close'].shift(252) - 1) * 100

nifty.to_csv('nifty_historical_2000_2024.csv') historical data nifty

Spotting recurring patterns, such as the "January Effect" or market reactions to Union Budgets. Milestone Moments in Nifty's History nifty['1Y_Return'] = (nifty['Close'] / nifty['Close']

This study has some limitations, including: or election cycles. |

| Purpose | Typical Use Case | |---------|------------------| | | Test moving average crossovers, RSI, or breakout systems. | | Volatility analysis | Calculate historical volatility for option pricing. | | Correlation studies | Compare Nifty with global indices (S&P 500, Hang Seng). | | Sector rotation | See how Nifty moved vs. Bank Nifty, IT, Pharma. | | Economic research | Link index moves with IIP, inflation, or election cycles. |