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Articles, guides and insights on algorithmic trading, backtesting strategies, quantitative analysis, and data quality.
28–36 of 115 articles
From 100s to Under 1s: Data Delivery Speed for Quants
Engineer-first guide for quants to cut minute-bar waits from 100s to under 1s. Practical fixes: batching, async pulls, columnar formats, and import-ready...
Match Metals Intraday Data to Execution or Backtests for Quants
Match metals intraday data to execution or backtesting. Practical QA checks: timestamps, contract rolls, sample-day audits, and why clean minute bar...
Four Forex Minute Data Sources for Quants Ready for MT4/MT5
Quant focused guide to forex minute data sources with MT4/MT5 import checks, a 15 minute verification checklist, and the EURUSD 1mo sample to start...
Fix Broken Backtests: Automated Strategy Tools with S&P 500 1mo Data
Practical guide for intraday quants: use automated strategy tools, audit minute bars, and apply S&P 500 Back Adjusted 1mo data to reduce backtest bias.
Prevent Flipped Backtests: Index Data Accuracy QA for Nifty 50 1m
QA checklist for Nifty 50 1m minute bars: demand point in time membership, provenance, a QA report, and a sample CSV before buying.
Resolve Symbols with Import Ready Instrument Mapping Data for MT4/MT5
Practical MT4/MT5 checklist and resolver pattern that pairs import-ready, validated M1 datasets with symbol resolution to stop silent backtest errors.
Traders & Quants: Verify Gold Data Accuracy with a GOLD 1m Sample
Developer checklist for traders & quants to validate gold price feeds. Get a GOLD 1m sample, reconcile 300 rows, and check timestamps and gaps before you...
Why 'MetaTrader Robot' Is Trending Again — And What Actually Matters Before You Use One
Search interest in MetaTrader robots and MT5 EAs is climbing again. Here's a practitioner's guide to evaluating an EA properly instead of chasing the trend.
4 Checks Quants Must Run Before Buying the S&P 500 Minute Bar Pack
For quants: four checks to validate S&P 500 minute bar bundles, avoid backtest to live drift, and import data reproducibly.