Dukascopy+historical+data ⚡

The primary appeal lies in its and granularity .

: Tick, 1-minute, 5-minute, hourly, daily, and monthly.

: It provides high-quality tick-by-tick quotes , including both bid and ask prices with corresponding volumes. dukascopy+historical+data

: Through their JForex platform , users can generate non-linear price-based charts like Renko , Kagi , and Range bars . Methods for Downloading the Data

: Most downloads are available in CSV , JSON , or MetaTrader-compatible formats. The primary appeal lies in its and granularity

: You can access data for over 1,000 instruments, spanning Forex , Commodities , Indices , Cryptocurrencies , and Stocks .

There are three main ways to acquire this data, depending on your technical expertise and volume needs: : Through their JForex platform , users can

While tick data is the most granular, Dukascopy supports several other timeframes and formats to suit different technical requirements:

: Because the data is sourced from a Swiss bank with an ECN (Electronic Communication Network) model, it avoids price manipulation, ensuring backtest results closely mirror real-world execution. Available Data Formats and Aggregations

: Small datasets or specific historical periods for manual analysis.