FY2021 VA Health and Benefits and FY2021 VA Education data provided by the National Center for Veterans Statistics and Analysis, published in 2023.

FY 2021 VA Personal Income data used to populate the NCVAS State summary visualizations created in FY2023.

This dataset is comprised of 1-year estimate data from the American Community Survey published as of 2021.

This dataset is comprised of 1-year estimate data from the American Community Survey published as of 2021.

FY2021 VA expenditures data provided by the National Center for Veterans Analysis and Statistics, published in 2023.

FY2021 VA facilities data provided by the National Center for Veterans Statistics and Analysis, published in 2023.

2022 VA All Employee Survey (AES) deidentified individual-level public dataset

The Geographic Distribution of VA Expenditures (GDX) is an annual report that shows estimated VA expenditures for major programmatic areas by geographic area (state, county, and congressional district). The major programmatic areas are: Compensation and Pension; Readjustment (Education) and Vocational Rehabilitation; Insurance; Construction; and, Medical and Administrative.