Aperiodic has three updates this week.
Hyperliquid added to Aperiodic
hyperliquid-perps now follows okx-perps (added last week) with full exchange symbol coverage and years of history.
One caveat for now: level 2 metrics are not yet available for hyperliquid-perps.
If you're using the Python package, update to the latest version so the new exchange identifier types are available.
Aperiodic CLI
The new Aperiodic CLI is the easiest way to batch download our production-ready parquet files.
You can bootstrap a crypto data lake without rate limits and without building custom parsers—just install and run a command.
We're also following up with new Claude skills being developed for effective agentic quant research.
New research notebook
We released a short notebook showing a short-term liquidity metric with strong predictive power that can be blended into higher-frequency strategies.
Notebook: https://aperiodic.io/notebooks/most-predictive
Paid subscribers can run the same notebook workflow to scan for predictive metrics across the full catalog.
View the roadmap to get a glimpse of what's coming next.