docs/us_economy/economy_homeownership_finance_county_year

economy_homeownership_finance_county_year

IRS SOI itemizing patterns and mortgage data (G2). Tier A- (itemizer-driven). History 1989-present at source; currently 2022 only.

tier —composite_indexeconomyirssoimortgagehomeownershipitemizedtax
grain
county-year
years
2022
cadence
Annual (released ~3 years after tax year)
overview

overview

3,142 counties. Itemizer-only sample within IRS SOI.

current vintage — Tax Year 2022

history — IRS SOI: 1989 to present at source; pipeline loads 2022 only

provenance

source & licensing

authority
Federal Housing Finance Agency / U.S. Census Bureau
dataset
House Price Index (HPI); ACS 5-Year Estimates
license
citation
U.S. Internal Revenue Service. Statistics of Income (SOI), County-Level Data - mortgage interest and homeownership, Tax Year 2022.
schema

fields

nametypedefinition
country_idstringISO alpha-2 country code (always 'US' for domestic tables).
county_idkeystring5-character FIPS code identifying the county.Joins dim.counties on county_id.
county_namestringHuman-readable county name corresponding to county_id.
itemized_returnsint64 · countNumber of tax returns in which filers chose to itemize deductions rather than take the standard deduction.
mortgage_interest_per_filerfloat64 · dollars (nominal)Average mortgage interest deduction claimed per itemizing filer in the county. Higher values indicate greater average mortgage debt service or higher-value home financing among itemizers.
pct_filers_itemizingfloat64 · percent (0–100)Share of total filers who elected to itemize deductions, expressed as a percentage. Higher values indicate a greater proportion of households claiming deductions such as mortgage interest or state and local taxes.
state_idstring2-character FIPS code identifying the state.Joins dim.states on state_id.
tax_yearint64The calendar year in which the tax returns were filed and reported by the IRS.
total_filersint64 · countTotal number of individual income tax returns filed in the county for the given tax year.
relationships

joins

primary key
county_id
common joins
dim.geographies on county_id
economy_charitable_giving_county_year on (county_id, year)
housing_tenure_county_year on (county_id, year)
usage

how to use this table

method

Aggregated from individual Form 1040 + Schedule A by county FIPS. Mortgage interest from Schedule A line 8a. Itemizing rate = filers with Schedule A / total returns.

do not use for

Total mortgage interest paid (excludes non-itemizers); homeownership rate (use ACS B25003); pre-TCJA vs post-TCJA comparison without adjustment.

known issues

Post-TCJA (2018+) itemizing rate dropped from ~30% to ~10% - interpret with care.

last updated · May 5, 2026