0x80 Data sources

What goes in

A research system is only as good as its inputs. This page lists each category of data the platform uses and what it is used for.

CategoryInputsUsed forProvider
Crypto market data Price, volume, and — where available — funding rates and open interest Momentum, volatility, liquidity and market-structure readings To be published
ETF market data Price, volume and fund flows for sector, index, thematic, commodity and bond ETFs Sector leadership, breadth and cross-asset context To be published
Rates and fixed income Treasury yields across maturities, credit spreads, market-implied inflation and rate expectations Yield-curve shape, duration sensitivity and risk-appetite readings To be published
Macro indicators Scheduled economic releases Regime context for the signals above To be published
News and sentiment Text sources summarised into sentiment readings A secondary input to interpretation, never a signal on its own To be published
Portfolio state Current positions and exposure Risk checks and position sizing Internal
0x81 Handling

What can go wrong with data

  • Different clocks. Crypto trades continuously; ETFs and bonds do not. Series are aligned to common timeframes before they are compared.
  • Gaps and delays. Feeds can stall or arrive late. A signal built on stale data is worse than no signal.
  • Revisions. Economic releases are often revised after publication.
  • Coverage. Some inputs, such as funding and open interest, are only available for some instruments.