NSE Data Analysis

This article uniquely examines adjusted versus non-adjusted historical price series through the lens of index-constituent data engineering, not trading signals. By focusing on corporate-action restatement logic, index maintenance rules, and Python-driven data workflows, it reveals how subtle dataset choices materially alter analytics, backtests, and long-term market interpretation.