Disclaimers

While every attempt is made to preserve fidelity to the Comptroller's published reports, parsing open data occasionally introduces alignment issues. Furthermore, fuzzy matching Vendor identities across 14M rows carries an inherent risk of mis-attribution.

Do NOT rely on these values for legal, accounting, compliance, or regulatory functions without verifying the transaction hashes directly utilizing FOIA or the official state transparency portal.