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👇 Drop your experience below — or share your favorite tool for cleaning tick data before feeding it into a model.
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: Available from tick-by-tick data to monthly bars, with custom timeframes like 3-minute bars available through specific tools. dukascopy historical data
Which you use (MT4, MT5, Python, NinjaTrader)? What assets or currency pairs you plan to backtest?
In the fast-paced world of algorithmic trading, quantitative analysis, and forex strategy development, the quality of data is paramount. Traders and researchers often face the "garbage in, garbage out" dilemma—if your historical data is inaccurate, fragmented, or lacks granularity, your backtesting results will be meaningless.
A popular choice for MT4 users to achieve 99.9% backtesting quality. This public link is valid for 7 days
For tick data, each row represents a single bid/ask tick or trade.
: Known for high-precision tick data that includes bid/ask prices and volume, making it a standard for accurate backtesting. Dukascopy Bank SA How to Access and Download : Use the official Dukascopy Historical Data Feed
| Feature | Dukascopy | OANDA | Forex.com | DTE (DTN IQFeed) | | :--- | :--- | :--- | :--- | :--- | | | Free (Yes) | Paid (API) | No | Paid ($) | | Goes back to | 2003 | 2005 | 2010 | 2000 | | Cost | Free | $0.10 per 100k ticks | Free (Daily only) | $70+/month | | Spread Accuracy | True ECN | True ECN | Brokered Marks | True ECN | Can’t copy the link right now
Running a Python script (using vectorbt or backtrader ) to simulate a moving average crossover on 10 years of M1 (Minute) data.
Dukascopy volume represents "Tick Volume" or their internal ECN liquidity. While highly correlated with the broader market, it is not a representation of total global FX volume, which is decentralized.
If you’ve ever dug into forex or CFD backtesting, you’ve probably heard of — but not everyone realizes just how powerful (and unique) it really is. Here’s why it stands out:
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