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Forex 1min Price
One-minute open, high, low and close of currency pairs against the US dollar, from September 2009 to today. Volume is always zero: forex has no central tape, so the bars carry prices only.
3,062,443,272 rows, 7 columns, covering 2009-09-25 to 2026-10-30. Refreshed monthly.
Why It Matters
- Intraday FX research: Fixing-time effects, the New York and London overlaps, reversals after the 4pm fix: all of it needs bars finer than the day.
- Execution modeling: Minute bars bound the slippage of a daily strategy that trades at a chosen hour rather than at the close.
- Event studies: Central bank announcements and macro releases move currencies within minutes; daily bars average them away.
Load It
Installation/Upgrade:
pip install --upgrade pwb-toolbox
Load the Dataset:
from pwb_toolbox import datasets as pwb_ds
df = pwb_ds.load_dataset("Forex-1Min-Price", symbols=["EURUSD"])
print(df.iloc[0, :])
Example Output:
symbol EURUSD
datetime 2024-07-15 04:00:00
open 1.0907
high 1.0909
low 1.0906
close 1.0908
volume 0
Columns
| Column Name | Description |
|---|---|
| symbol | Pair or coin ticker against the US dollar. |
| datetime | Bar timestamp, New York time, as in Stocks-1Min-Price. |
| open | Opening price of the minute bar. |
| high | Highest price within the bar. |
| low | Lowest price within the bar. |
| close | Closing price of the minute bar. |
| volume | Traded volume during the bar. |
What This Data Does Not Cover
Volume. Always zero. There is no consolidated tape for spot forex; use the yearly cost table (Forex-Yearly-TransactionCostParams) for liquidity by pair and year.
History by pair. The majors run from September 2009; many minor and exotic pairs were listed in 2025 and have months, not years. Check the first bar of a pair before testing on it.
Gaps. Weekends and the daily 5pm New York maintenance break are absent, not filled; a minute without a tick has no row.
Access
Browsing the card and the schema is open to anyone. Downloading the files needs an approved request, tied to a subscription: what each plan includes. The same approval covers every dataset of the organisation.
Elsewhere
- Dataset page and coverage charts
- The strategy catalogue, 3,806 papers and 4,837 replicated strategies
pwb-toolbox, the loader used in the snippet aboveawesome-systematic-trading, the replicated strategies with their measured Sharpe- Every dataset in this organisation
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