: 1,600+ assets including Forex, Stocks, Crypto, Commodities, Bonds, ETFs, and Indices. Timeframes : From tick-by-tick up to monthly bars. : Major currency pairs often have of continuous history. : Available in (MetaTrader), and 🛠️ Access Methods
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Allows for specific settings like UTC time zones, custom bar types (Renko), and simultaneous multi-symbol downloads. 3. API & Automation Tools dukascopy historical data
Dukascopy provides historical forex, CFD, and crypto market data (tick, 1-minute, and higher aggregation intervals) collected from its JForex platform and liquidity providers. Data is widely used for backtesting, research, and algorithmic trading.
I can provide step-by-step instructions to get your backtesting environment configured. : Available in (MetaTrader), and 🛠️ Access Methods
: The feed is millisecond-accurate, capturing every market breath, which is essential for scalping and high-frequency strategy testing. 2. Access and Extraction Methods
Whether you are a retail trader refining a manual strategy or a quant developer building a high-frequency bot, Dukascopy's data feed provides the backbone for accurate backtesting and market analysis. Why Traders Choose Dukascopy Data API & Automation Tools Dukascopy provides historical forex,
The historical data includes multiple timeframes, from tick-by-tick (the most granular level) up to monthly aggregated bars. The JForex API also supports more custom timeframes, such as price-based Renko charts, when downloading from the JForex trading system.
pip install tick-vault