Dukascopy Historical Data

Offers tick-by-tick data, as well as standard and custom timeframes (e.g., 1-minute to monthly).

Bitcoin (BTC/USD), Ethereum, and other major crypto assets. How to Download Dukascopy Historical Data

If you need 5-minute or hourly data, aggregate it from the M1 (1-minute) data to ensure consistency. Conclusion dukascopy historical data

Covers a wide range of currency pairs, precious metals, and increasingly, crypto and stock indices.

Unlike many brokers who provide 1-minute data or "sampled" tick data, Dukascopy provides raw tick data. This includes: Offers tick-by-tick data, as well as standard and

What do you use for backtesting? (e.g., MT4, MT5, Python, NinjaTrader) What asset classes are you primarily targeting?

Accurate data is the foundation of any successful algorithmic trading strategy. In quantitative finance, the phrase "garbage in, garbage out" rules supreme. If you backtest your trading robots on low-quality, manipulated, or artificially smoothed data, your live trading results will likely face catastrophic failures. Conclusion Covers a wide range of currency pairs,

LZMA algorithm compresses the data to save bandwidth.

The Ultimate Guide to Dukascopy Historical Data: Downloading, Processing, and Backtesting