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In-depth, research-led articles on equity, futures, options, and index trading — written for Indian traders and investors.

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Trading Tax

Speculative and Non Speculative Trading: How Tax Treatment Differs

Indian tax law draws a specific, consequential line between speculative and non-speculative business income for traders — understanding this classification and its…

July 18, 2026Read Article →
Trading Tax

How to Calculate F&O Turnover for Tax Purposes

The tax-law definition of 'turnover' for futures and options trading is considerably different from the intuitive notion of total transaction value —…

July 18, 2026Read Article →
Trading Tax

Which ITR Form Should Traders File: A Decision Guide

Indian tax return forms differ based on income type and complexity, and filing the wrong one can create compliance problems — a…

July 18, 2026Read Article →
Trading Tax

Tax Audit for Traders: Turnover Limits and Applicability

Beyond a certain trading turnover, Indian tax law requires a formal audit of business accounts — understanding when this requirement applies to…

July 18, 2026Read Article →
Trading Tax

How to Calculate F&O Turnover in Presumptive Taxation for Traders

A simplified tax filing scheme that estimates profit as a percentage of turnover rather than requiring detailed expense tracking — understanding when…

July 18, 2026Read Article →
Trading Education

Excel for Traders: Building a Simple Analysis Toolkit

Before reaching for Python or dedicated platforms, a well-built spreadsheet remains one of the most accessible, flexible tools for tracking trades, calculating…

July 18, 2026Read Article →
Trading Education

Options Market Maker: How They Provide Liquidity and Set the Spread

Quality market data is the foundation of every strategy, screen, and backtest — a practical survey of the free and paid data…

July 18, 2026Read Article →
Trading Education

Automation Pitfalls: What Can Go Wrong With Algo Execution

Automated trading systems fail in specific, recurring ways that manual trading does not — a practical catalogue of the most common algo…

July 18, 2026Read Article →
Trading Education

Turning Discretion Into Rules: Systemising Your Trading Edge

Many experienced discretionary traders possess a genuine, intuitive edge that has never been formally codified — a practical process for converting gut-feel…

July 18, 2026Read Article →
Trading Education

Walk-Forward Testing: Validating Strategies the Robust Way

A more rigorous alternative to simple backtesting, walk-forward testing repeatedly re-validates a strategy across successive time periods — how it works, and…

July 18, 2026Read Article →