Dukascopy+historical+data __link__ ✦ Tested & Working

Go to -> MT4 Settings and select your specific MT4 installation directory and server profile.

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from datetime import datetime, timedelta import dukascopy_python Go to -> MT4 Settings and select your

The data covers a wide range of asset classes, including: garbage out." 1. Superior Tick-Level Accuracy

Retrieve major currency pairs dating back to 2003, allowing you to backtest strategies across multiple market cycles and economic crises.

Which do you use? (MetaTrader, Python/Pandas, NinjaTrader, etc.) What assets are you planning to test? What timeframe or strategy type are you building?

Backtesting an automated trading system (EA) using low-quality, aggregated data (like Daily bars) can lead to inaccurate results—a phenomenon known as "garbage in, garbage out." 1. Superior Tick-Level Accuracy