Load
Read typed Parquet files directly into pandas, DuckDB, R, or your own research database.
First Paid Validation StepStart with EUR/USD
Start with EUR/USD
before you scale the test
A focused starter kit for traders and developers who want to validate their historical forex data workflow before spending a weekend collecting, merging, converting, and debugging files.
What you are buying
- -EUR/USD Parquet delivery through the current single-pair artifact.
- -All available release timeframes from M1 through weekly.
- -Coverage and known-gap visibility before you trust a backtest.
- -Python, pandas, and DuckDB friendly structure.
- -Clear upgrade path into the major-pair research bundle.
Current checkout routes to the live single-pair artifact. Dedicated notebook packs are added only after the matching R2 artifact is verified.
The starter workflow
The goal is not to own one more file. The goal is to prove your loader, assumptions, and basic strategy loop on one cleanly packaged pair.
Inspect
Check timestamp continuity, timeframe assumptions, and known coverage limitations before running strategy logic.
Test
Run a small strategy sanity check on one liquid pair before buying a broader bundle.
Starter kit questions
Is this gap-free?+
No broad gap-free claim is made. The value is source-backed data with coverage visibility, so missing intervals are known instead of hidden.
Why start with EUR/USD?+
EUR/USD is the most practical first pair for forex research because it is liquid, familiar, and usually the first pair buyers use to validate a data workflow.
Can I upgrade later?+
Yes. The starter kit is intentionally the smallest paid validation step before moving into the major-pair readiness bundle.