Python for Trading – TheUniBit

Corporate Listings, Relistings, and Price Series Continuity

This Python-centric deep dive explains how corporate listings, relistings, mergers, suspensions, and symbol changes reshape historical price series in Indian equities. It shows how to engineer continuity-safe data pipelines, mathematically valid indicators, and robust backtests by treating corporate events as structural breaks, not cosmetic adjustments.

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Price-Based Market Data

Stock-Level vs Index-Level VWAP Computation

Volume Weighted Average Price (VWAP) is often misunderstood as a single indicator, but its meaning changes fundamentally at stock and index levels. This Python-centric guide explains mathematically correct VWAP computation, data engineering workflows, and trading interpretation across time horizons in Indian equity markets.

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Price-Based Market Data

OHLC Price Structure in Indian Equity Trading Sessions

A deeply technical, Python-centric exploration of OHLC price structure in Indian equity markets, this guide decodes how trading sessions, auction mechanics, and quantitative measurements shape price behavior across timeframes—equipping developers and traders to build accurate, structurally sound market analysis and trading systems.

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Price-Based Market Data