RESOURCES / TECHNICAL GUIDES
Public data engineering resources.
Technical notes for developers, analysts and data teams working with difficult public-source records.
How to parse SEC Form 4 XML
Issuer, reporting-owner and transaction fields for structured insider datasets.
Read guide →SEC Company Facts for financial data
Taxonomy, units, periods and missing-fact challenges in financial normalization.
Read guide →USAspending award transactions
Award histories, obligations, deduplication and reconciliation for federal procurement data.
Read guide →