Dukascopy+historical+data <HIGH-QUALITY ✪>

: Small datasets or specific historical periods for manual analysis.

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

: Tick, 1-minute, 5-minute, hourly, daily, and monthly. dukascopy+historical+data

: Most downloads are available in CSV , JSON , or MetaTrader-compatible formats.

For developers using Java, the IHistory interface within the allows for programmatic access to the entire history. This is ideal for building automated trading systems that require historical context for calculations like support/resistance levels or volatility filters. : Small datasets or specific historical periods for

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

is often cited as the "gold standard" for algorithmic traders and financial analysts due to its high resolution, transparency, and Swiss-regulated quality. Unlike many brokers that provide filtered or aggregated data, Dukascopy offers a true tick-by-tick history that captures every market movement, making it indispensable for high-frequency backtesting and precise strategy development. The Core Value of Dukascopy Historical Data : Most downloads are available in CSV ,

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

There are three main ways to acquire this data, depending on your technical expertise and volume needs:

The primary appeal lies in its and granularity .