What Do We Actually Know About FII Index Futures Shorts?
FII index futures short positions studied over ten years of participant-wise OI data: the record net short streak, long...
NIFTY Market Profile Outlook: Sellers Remain in Control, but the Auction Is Approaching an Important Decision Zone
NIFTY Futures remains in a seller-controlled auction, with Market Profile showing lower value development and dominant short-term sellers around...
Market Profile and Slow-Rising Markets: How to Trade a Grinding Rally
Learn how market profile explains slow-rising markets, rising value, poor highs, falling India VIX, and short covering in the...
Nifty Market Profile Outlook: Failed Auction at 24050 Keeps the Upside Magnet Alive
Nifty has been in a short-term downtrend since 29th May, led by strong institutional selling and a failed auction...
Why Overhype Gets Attention and Why You Should Avoid It
Social media rewards fear, urgency, outrage, and exaggerated promises because emotion drives engagement. But overhype may win attention today while slowly...
Why Every Trader Should Learn Partial Derivatives
Partial derivatives are the foundation of modern options trading, quantitative finance, and algorithmic trading. Learn how concepts like Delta, Gamma, Theta,...
Understanding Telegraphic Transfer for International Investments
If you have ever invested in global stocks through platforms like INDmoney, Vested Finance, Stockal, or Fi Money, you may have...
Introduction to Nautilus Trader Part 3: Portfolio and Multi-Strategy Backtesting with OpenAlgo Historify
Nautilus Trader portfolio backtesting with six NSE large caps, two strategies and one shared cash account, using OpenAlgo Historify data and...
Introduction to Nautilus Trader Part 2: Position Sizing, Order Types, Backtest Settings and Tearsheets
Nautilus Trader position sizing, order types, backtest settings and tearsheets compared on the same Keltner Channel strategy and SBIN data from...
Introduction to Nautilus Trader Part 1: Architecture and Event-Driven Backtesting with OpenAlgo
Nautilus Trader event-driven backtesting explained: its architecture, the order life cycle, and a Keltner Channel breakout backtest with OpenAlgo data.
Python Tutorial on Span Margin Calculator using Marginism
Marginism is a Python library that removes that dependency completely. You give it the exchange's daily SPAN risk parameter file and...
Building a Simple ORB Strategy Visualization with Stop Loss and Target Using OpenAlgo – Python Tutorial
Build a Python ORB strategy visualizer with OpenAlgo: fetch 1-minute data, compute opening range levels, add stop loss and target logic,...
What Traders Should Know About PyO3: When Rust Makes Your Python Faster
PyO3 for traders: how Rust makes Python faster, a tested rolling z-score example built with maturin, real speedup numbers and when...
Setting Up a New Mac Mini with Python 3.14 using Homebrew
Mac Mini Python 3.14 setup with Homebrew, step by step: PATH fixes, the externally-managed-environment error, TA-Lib in a venv and the...
Event Driven Backtesting and Event Loops for Traders
Event driven backtesting explained: how an event loop processes market, signal, order and fill events, a Python example, and when to...
Gradient-Colored Trend Filter (2-Pole) for AmiBroker
The Gradient Colored Trend Filter (2-Pole) brings BigBeluga’s trend-smoothing concept to AmiBroker, giving traders a clear and intuitive way...
How to View Screener Fundamentals Directly Inside Amibroker
Most traders depend on charts to make decisions, but a quick look at fundamentals often shapes the final conviction....
What Is Look-Ahead Bias – Amibroker Tutorial
Fix look-ahead bias in Amibroker: why buying at the signal close inflates backtests and how to enter at the...
AmiBroker 7.00 BETA Is Now an AI-Powered Coding Assistant
AmiBroker 7.00 adds an AI code assistant to the AFL Editor that uses OpenAI, Gemini or local LLMs to...
Why Exact Reference Levels Can Reveal Short-Term Traders – Market Profile Tutorial
Exact reference levels can reveal more than simple support or resistance. By observing how price reacts around previous highs,...
What Does POC Migration Mean? – Market Profile Tutorial
Learn what POC migration means: how the point of control moves within a session and from day to day,...
Short in the Hole & Late Momentum Trading: How Nifty Trapped the Bears Twice
On both 5th and 6th May, Nifty short-term traders pressed the sell side aggressively in the morning, only to...
Understanding Point of Control (POC) and Prominent Point of Control (PPOC)
What the point of control (POC) and prominent POC mean in Market Profile, how POC migration works and how...
How to Draw Gap Zones in TradingView Pine Script
Draw gap zones in Pine Script v6 automatically and track whether each gap gets filled, using box objects and...
The 10-Point Trend Ignition System – Tradingview Pinescript code
The 10-point trend ignition system for TradingView: Pine Script v6 code that scores 10 non-repainting daily signals to catch...
Building an RRG Clone: A Real-World Test of Claude Sonnet 4.5’s Coding Capabilities
Free RRG indicator for TradingView in Pine Script v6, built with Claude Sonnet 4.5: how to use it, read...
OpenAlgo Charts: Open Source Charting Platform and Trading Terminal You Can Build On
OpenAlgo Charts is a free, open source charting engine and trading terminal under Apache-2.0 that traders and brokers can...
How I Got a Static IP from ACT Broadband for SEBI Compliance to run Algo Trading Systems
How I got an ACT Broadband static IP for ₹350 a month to meet SEBI's algo trading rule, verified...
We Built OpenAlgo for 2 Years. Today It Crossed 100,000 Downloads.
We spent two years building OpenAlgo as an open source, self hostable algorithmic trading infrastructure. Today it has crossed...All Stories
Bulls Make a Comeback: 9th Consecutive Positive Close for Nifty Futures
The financial landscape has taken an exciting turn as the bulls return with full force, marking a remarkable 9th consecutive positive...
Top Quant Python Libraries for Quantitative Finance
Top Python libraries for quantitative finance: pandas, NumPy, QuantLib, VectorBT, TA-Lib and more, with 2026 status and which ones to learn...
Understanding the Behavior of Long-Term Investors – Market Profile Tutorial
Long-term traders/investors typically have a buy-and-hold strategy, meaning they hold positions in the market for an extended period, usually months or...
Introduction to NumPy – Python Tutorials for Traders
NumPy is a Python library that provides support for large, multi-dimensional arrays and matrices, along with a large collection of mathematical...
Predicting Gap Up, Gap Down, or No Gap in Stock Prices using Logistic Regression
Logistic Regression is a popular statistical method used for predicting binary outcomes, such as predicting whether an email is spam or...
A Quick Start Guide to Compute Correlation Matrix in Python using yFinance, Seaborn and Pandas
Build a stock correlation matrix in Python with yFinance, Pandas and Seaborn, fix the Adj Close KeyError in new yfinance, and...
AdaBoost – Ensembling Methods in Machine Learning for Stock Market Prediction using Python
In this article, we will discuss how ensembling methods, specifically bagging, boosting, stacking, and blending, can be applied to enhance stock...
Feature Scaling – Normalization Vs Standardization Explained in Simple Terms – Machine Learning Basics
Feature scaling is a preprocessing technique used in machine learning to standardize or normalize the range of independent variables (features) in...
ES-Mini Making a Short-Term Top Formation – Market Profile
ES-Mini Futures formed a short-term Top formation with G2 High formation at the major swing high with trading inventory getting long...
Python Code for Generating Nifty Weekly Expiry Dates Using ChatGPT-4
Generate Nifty weekly expiry dates in Python: the original ChatGPT-4 code for 2023 and an updated 2026 version for Tuesday expiry,...
Predicting Stock Price and Market Direction using XGBoost Machine Learning Algorithm
XGBoost stock market prediction in Python on Nifty data: the original model, why its 0.9996 R-squared misleads, and a tested 2026...