OHLC Data Integrity

In Indian equity markets, the official opening price is discovered through a structured pre-open auction, not the first trade. This article explains how that auction-derived price anchors OHLC data, overnight returns, gaps, and volatility, and why Python market analytics must treat opening prices as immutable, auction-origin values.