Data sources

The federal datasets behind every figure

All data on this site comes from official public US government sources.

  • NPPES NPI Registry (CMS) — provider identity
  • CMS Open Payments — payments from drug/device companies
  • OIG LEIE — exclusion list
  • CMS data portal — Medicare procedures, Hospital Compare, HCAHPS, POS
  • US Census — city geography