Exclusive | Dukascopy Historical Data

Your preferred (e.g., Python, MetaTrader) The date range you require for your strategy test

While the data is high-quality, the raw format can be cumbersome. Here are the three primary ways professionals handle it: The Manual Method (JForex)

Tools like TickDataDownloader or Python libraries like CodeAlpha/dukascopy automate the entire pipeline. : Choose your target symbol (e.g., EURUSD). Define Range : Set your start and end dates.

By offering raw, unfiltered, tick-level data directly from a regulated Swiss ECN, Dukascopy has democratized access to institutional-grade analytics. While other brokers want to hide the ugly truth of market slippage and spread widening, Dukascopy hands you the microscope and says, "See for yourself." dukascopy historical data exclusive

Most brokers use (e.g., one candle every minute). Dukascopy offers an exclusive alternative: Tick-based data .

: Export the data as a .FXT file for the strategy tester and .HST for charts. Launch MT4 via your downloader to bypass the broker’s automatic data overwrite.

Global benchmarks including the S&P 500, NASDAQ, DAX, and FTSE. Your preferred (e

Before downloading and integrating this dataset into your trading infrastructure, it is important to understand its underlying technical parameters:

df['imbalance'] = df['bid_vol'] - df['ask_vol'] df['imbalance_signal'] = df['imbalance'].apply(lambda x: 1 if x > 0 else (-1 if x < 0 else 0))

Once decompressed, the raw binary file exposes a continuous array of 20-byte structs. Every 20 bytes represents a single market tick, structured as follows: Offset (Bytes) Description 32-bit Integer Milliseconds passed since the start of the hour 4 - 7 32-bit Integer Ask Price (Multiplied by a point factor, e.g., 100,000) 8 - 11 32-bit Integer Bid Price (Multiplied by a point factor, e.g., 100,000) 12 - 15 32-bit Float Ask Volume (In millions of units) 16 - 19 32-bit Float Bid Volume (In millions of units) How to Extract and Convert Dukascopy Data Define Range : Set your start and end dates

Launch your platform's Strategy Tester, select "Every Tick Based on Real Ticks" (MT5) or point your MT4 engine to the custom generated FXT file. Look for the green bar indicator confirming maximum modeling accuracy. Best Practices for Quant Strategy Validation

While Dukascopy provides this data for free to the public, the data is "exclusive" because it represents a true Electronic Communication Network (ECN) environment. The feed aggregates liquidity from dozens of Tier-1 banks. Testing your strategy on this data ensures your simulations mirror institutional liquidity, rather than the artificial, smoothed data feeds provided by market-maker brokers. Technical Specifications: The Dukascopy Data Format