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State markets/Kentucky/Warren County

COUNTY MORTGAGE MARKET · FIPS 21227

Warren County, Kentucky

Who lends in Warren County, how much, and to whom — built from HMDA public mortgage disclosure data, U.S. Census ACS housing estimates and FEMA's National Risk Index.

Origination volume · 2025

$1.02B

Origination volumeSum of loan amount over HMDA records with action taken = 1.

Originations · 2025

3,141

OriginationsCount of HMDA records with action taken = 1 (loan originated) in the activity year.

Denial rate · 2025

12.8%

Denial rateApplications denied (action taken = 3) divided by applications acted upon (actions 1-5).

Lenders active · 2025

270

Lenders activeDistinct LEIs with at least one application acted upon (HMDA action taken 1-5, 7 or 8) in the county and year.

Market structure

How spread out lending is across the 270 lenders that originated in Warren County in 2025. HHI is the Herfindahl-Hirschman index over lender shares.

Concentration (HHI)

332

unconcentrated

Top-5 lender share

30.3%

of originations

Purchase

62.9%

1,672 loans

Refinance

37.1%

987 loans

Origination trend

Annual mortgage origination volume and loan count in Warren County, 2023–2025. Pick a window, export the graph or its data, or click a year to open every record behind it.

Lenders in Warren County

Sort, filter, add columns, export, or open a row for the lender's card. Each row links to the lender's company page and to its Warren County loan records. The panel states which source answered and exactly which lenders that source covers.

ORIGINATION FLOOR
Hide the long tail of lenders with only a handful of loans here.
FULL RECORD LIST FOR WARREN COUNTY

TOP TEN LENDERS IN WARREN COUNTY · 10

The ten largest lenders by origination volume — the precomputed county leaderboard, not the whole market.

1–10 OF 10 LENDERS

Loading every lender that acted on an application in this county. The rows below are the precomputed county leaderboard — the ten largest by volume, not the whole market.

237$99.8M$99.8M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
1$56.6M$56.6M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
244$53.0M$53.0M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
38$53.0M$53.0M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
174$47.0M$47.0M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
167$43.7M$43.7M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
1$41.9M$41.9M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
170$37.9M$37.9M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
120$35.7M$35.7M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
140$28.8M$28.8M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.

Source: the precomputed county lender leaderboard (lender_county_year) — its ten largest lenders by origination volume, not the county. As of HMDA activity year 2025. Denial rate = denials / decisioned applications (originated + approved-but-not-accepted + denied).

ZIP areas in Warren County

All 9 ZIP Code Tabulation Areas that touch Warren County, built by grouping the county's census tracts through the Census 2020 crosswalk. A ZCTA approximates a USPS ZIP code; HMDA itself reports no postal geography, so each row opens the tracts behind it, where the records are exact.

TRACT FLOOR
Hide the ZIP areas that only clip a corner of this county.
9 OF 9 ZIP AREASEVERY ZIP AREA TOUCHING THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
1313 of the 19 Warren County tracts this ZIP area touches sit mostly inside it.59,88035.5%9,248TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
99 of the 11 Warren County tracts this ZIP area touches sit mostly inside it.47,70525.8%11,335TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
33 of the 8 Warren County tracts this ZIP area touches sit mostly inside it.18,28412.6%5,446TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
11 of the 2 Warren County tracts this ZIP area touches sit mostly inside it.5,96411.8%1,695OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 3 Warren County tracts this ZIP area touches sit mostly inside it.2,7217.6%1,030OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
0This ZIP area clips 3 tracts of Warren County but is the dominant ZIP for none of them, so it owns no figures here.TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
0This ZIP area clips 2 tracts of Warren County but is the dominant ZIP for none of them, so it owns no figures here.TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
0This ZIP area clips 1 tract of Warren County but is the dominant ZIP for none of them, so it owns no figures here.TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
0This ZIP area clips 1 tract of Warren County but is the dominant ZIP for none of them, so it owns no figures here.TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.

27 of Warren County’s 27 census tracts are grouped into the ZIP areas above, with none left over. The two add up to the county exactly, because each tract is counted once. A ZCTA — ZIP Code Tabulation Area — is the U.S. Census Bureau's area approximation of a USPS ZIP code, not the ZIP code itself. HMDA reports no postal geography at all, so these rows are census tracts grouped by the Census 2020 tract-to-ZCTA relationship file: each tract is counted once, in the single ZCTA covering the most of its land. Housing figures are HMDA tract attributes for activity year 2025, summed over the tracts each ZIP area owns — a ZIP area that owns no tract shows an em-dash, never a zero.

Census tracts in Warren County

All 27 tracts, with the FFIEC income character and HMDA housing attributes of each. Open a tract for its own lender ranking, or open its records directly.

27 OF 27 TRACTSEVERY TRACT IN THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
0.0%2,75527.7%OPEN →
Low44.7%3,52457.8%OPEN →
Moderate53.1%4,50351.8%OPEN →
Upper232.6%4,16824.3%OPEN →
Moderate50.8%2,27115.2%OPEN →
Middle114.6%4,30226.6%OPEN →
Middle80.0%5,42234.5%OPEN →
Middle108.8%6,64741.3%OPEN →
Middle119.7%3,98421.9%OPEN →
Upper176.2%8,70818.5%OPEN →
Moderate75.3%2,88232.5%OPEN →
Middle99.3%3,99827.8%OPEN →
Upper125.1%4,70324.6%OPEN →
Moderate61.6%4,30562.7%OPEN →
Moderate70.1%7,85249.8%OPEN →
Upper131.7%7,75922.2%OPEN →
Moderate77.5%5,36952.8%OPEN →
Moderate76.5%4,73326.2%OPEN →
Upper185.9%7,23313.3%OPEN →
Upper198.0%3,50118.7%OPEN →
Upper138.9%7,5509.0%OPEN →
Middle112.0%5,96411.8%OPEN →
Middle88.6%5,74930.3%OPEN →
Middle92.1%3,70511.0%OPEN →
Middle101.4%3,1877.5%OPEN →
Middle110.9%2,7217.6%OPEN →
Middle119.0%7,05912.4%OPEN →

Source: FFIEC census-tract file (income level, MSA, urban/rural) and HMDA tract attributes (population, minority share, housing units), latest loaded activity year. The whole county is listed — the table is filtered and paged in the browser over the complete set, never a server-side slice of it.

Housing & households

U.S. Census American Community Survey 2024 estimates — the demand side behind the lending figures above.

Population

140,918

Median household income

$65,794

Median home value

$258,000

Median gross rent

$1,002

per month

Owner-occupied

55.6%

of occupied units

Housing units

59,868

7.1% vacant

Poverty rate

17.0%

Unemployment

4.4%

Natural-hazard exposure

FEMA National Risk Index ratings for this county — expected annual loss, social vulnerability and community resilience, plus the individual perils rated Relatively High or above.

Overall risk

Relatively Moderate

score 88.5

Social vulnerability

Relatively Low

Community resilience

Relatively High

ELEVATED PERILS

Tornado Relatively High · Hail Very High

Federal disaster history

Months in which a FEMA disaster declaration was active in this county, from the declarations series.

Months with an active declaration

68

Declarations recorded

26

Incident types on record: Biological, Flood, Hurricane, Severe Ice Storm, Severe Storm, Snowstorm, Tornado, Winter Storm.

Everything we hold on Warren County

12 data areas have rows for this county. Each one is one click away below; the 18 we checked and did not find at county grain are named at the end with the reason.

LOAN-LEVEL

The individual HMDA application and origination records behind every figure on this page, pre-filtered to Warren County.

HMDA loan-level (hmda_loan_wide, county_code)

Open the loan explorer for Warren CountyEvery reported application and origination in FIPS 21227, filterable on rate, amount, income, purpose and action taken. Loan-level tier.

VA

VA-guaranteed lending in Warren County by fiscal year — the veteran channel, which HMDA counts but does not separate from the rest of the government book at this grain.

VA Loan Guaranty geographic loan volume (va_geo_loan_volume, county_fips), folded to fiscal year

VA loans · FY2026

202

Purchase share

51.5%

104 loans

IRRRL refinances

68

Cash-out refinances

30

20262021046830
20252051254733
20241591152222
2023130111118
20221554356
202146318623146
202036014018040
20191921022268
20182031231664
20172401246155
20162311215456
20152371256250

The most recent fiscal year is partial until VA closes it. This file carries no lender key, so VA volume cannot be attributed to a company.

BUILDING PERMITS

New residential units authorised in Warren County — the supply-side leading indicator that runs ahead of purchase originations.

Census Building Permits Survey county series (census_building_permits, geo_id at geo_level 'county')

HOUSING SUPPLY · CENSUS BUILDING PERMITS

Warren County building permits

New privately-owned housing units authorized by building permits — the supply-side leading indicator that runs ahead of housing starts and the purchase-origination pipeline. Single-family (SF, 1-unit) vs. multifamily (MF, 2+ units), by year.

Single-family · 2025

691

−12.6% vs 2024

Multifamily · 2025

762

−49.0% vs 2024

Total authorized · 2025

1,453

−36.4% vs 2024

Permit valuation · 2025

$311.4M

authorized construction value

Units authorized by year

Warren County · total permitted units · hover for the single-family split

UNITS · SF IN TOOLTIP
06251.3K1.9K2.5K19901992199419961998200020022004200620082010201220142016201820202022202420251,453 units

Source: U.S. Census Bureau Building Permits Survey (BPS), imputed totals (the published “units authorized” headline). SF = 1-unit; MF = 2+ units. Public no-login Census data. Attribution.

MIGRATION & WEALTH

IRS county-to-county migration flows for Warren County, showing population movement and wealth transfer.

IRS county-to-county migration flows (irs_county_migration, self_geoid)

inflow2223Foreign - Other flows, FR
outflow2223Foreign - Other flows, FR
outflow2223Other flows - South, DS7471,359$48.3M
inflow2223Other flows - South, DS7021,257$45.3M
inflow2223Other flows - Midwest, DS469814$25.4M
outflow2223Other flows - Midwest, DS399702$21.9M
inflow2223Other flows - West, DS251482$15.2M
inflow2223Barren County, KY204355$9.2M
outflow2223Barren County, KY190359$8.9M
inflow2223Simpson County, KY173303$7.7M
outflow2223Other flows - West, DS168293$8.2M
outflow2223Simpson County, KY158284$7.6M
inflow2223Logan County, KY157299$6.0M
outflow2223Allen County, KY157317$13.3M
outflow2223Jefferson County, KY155220$6.5M
inflow2223Allen County, KY155275$8.7M
outflow2223Logan County, KY154310$6.5M
inflow2223Jefferson County, KY146237$6.7M
inflow2223Davidson County, TN145236$10.6M
outflow2223Davidson County, TN143202$9.7M
outflow2223Edmonson County, KY134281$7.2M
inflow2223Sumner County, TN132219$5.5M
inflow2223Edmonson County, KY125237$5.5M
outflow2223Sumner County, TN104170$5.2M
inflow2223Other flows - Northeast, DS103198$6.4M
inflow2223Butler County, KY99188$4.6M
outflow2223Other flows - Northeast, DS89142$5.5M
outflow2223Butler County, KY76133$3.2M
inflow2223Daviess County, KY76128$4.0M
outflow2223Fayette County, KY66106$3.4M
inflow2223Fayette County, KY6089$2.5M
inflow2223Hardin County, KY5984$3.8M
outflow2223Daviess County, KY5378$2.6M
inflow2223Montgomery County, TN5082$2.4M
outflow2223Hardin County, KY4970$1.8M
inflow2223Christian County, KY4763$1.2M
inflow2223Hart County, KY4582$1.9M
outflow2223Christian County, KY3652$1.3M
outflow2223Montgomery County, TN3560$1.8M
inflow2223Robertson County, TN3570$2.6M
inflow2223Grayson County, KY3467$1.4M
inflow2223Wilson County, TN3363$2.0M
inflow2223Taylor County, KY3041$898K
inflow2223Rutherford County, TN3055$1.1M
outflow2223Hart County, KY2955$1.3M
inflow2223Muhlenberg County, KY2842$1.4M
outflow2223Robertson County, TN2645$1.4M
inflow2223Vanderburgh County, IN2639$1.2M
inflow2223Hopkins County, KY2637$830K
inflow2223Pulaski County, KY2538$826K
inflow2223Maricopa County, AZ2439$1.2M
outflow2223Wilson County, TN2330$807K
outflow2223Grayson County, KY2337$802K
outflow2223Rutherford County, TN2338$1.2M
outflow2223Ohio County, KY2345$1.2M
outflow2223Williamson County, TN2238$2.0M
outflow2223Vanderburgh County, IN2233$806K
outflow2223Marion County, IN2040$726K
inflow2223Metcalfe County, KY2041$826K
outflow2122Foreign - Other flows, FR
inflow2122Foreign - Other flows, FR
inflow2122Other flows - South, DS6951,320$39.4M
outflow2122Other flows - South, DS6861,310$49.0M
inflow2122Other flows - Midwest, DS441797$23.1M
outflow2122Other flows - Midwest, DS422761$23.3M
inflow2122Other flows - West, DS264534$18.5M
outflow2122Barren County, KY213381$9.5M
inflow2122Barren County, KY204345$7.7M
outflow2122Allen County, KY175318$8.7M
outflow2122Other flows - West, DS170267$10.9M
inflow2122Simpson County, KY170318$6.5M
outflow2122Jefferson County, KY168236$7.3M
outflow2122Davidson County, TN162205$13.1M
inflow2122Logan County, KY160325$6.8M
outflow2122Simpson County, KY157281$7.2M
inflow2122Allen County, KY138264$6.4M
outflow2122Logan County, KY134256$5.5M
inflow2122Davidson County, TN125185$6.3M
inflow2122Sumner County, TN124222$6.0M
outflow2122Edmonson County, KY122240$6.3M
inflow2122Jefferson County, KY112155$4.7M
inflow2122Edmonson County, KY107233$5.2M
inflow2122Other flows - Northeast, DS99173$6.7M
outflow2122Other flows - Northeast, DS94170$5.3M
outflow2122Sumner County, TN91139$4.0M
outflow2122Butler County, KY83160$3.4M
outflow2122Fayette County, KY8096$3.3M
inflow2122Butler County, KY76138$3.0M
inflow2122Daviess County, KY67105$3.9M
outflow2122Daviess County, KY65118$3.1M
inflow2122Montgomery County, TN5495$2.5M
inflow2122Hardin County, KY5172$1.8M
outflow2122Hardin County, KY5074$2.1M
inflow2122Christian County, KY4973$1.3M
inflow2122Fayette County, KY4977$2.4M
inflow2122Hart County, KY4467$1.4M
outflow2122Montgomery County, TN3959$1.6M
inflow2122Rutherford County, TN3666$2.2M
outflow2122Rutherford County, TN3362$1.4M
inflow2122Hopkins County, KY3145$1.5M
inflow2122Grayson County, KY3045$1.3M
inflow2122Maricopa County, AZ3071$2.5M
outflow2122Marion County, IN3062$1.0M
outflow2122Hart County, KY2956$1.1M
inflow2122Muhlenberg County, KY2956$1.3M
inflow2122Ohio County, KY2945$1.2M
inflow2122Taylor County, KY2941$1.0M
outflow2122Ohio County, KY2847$1.1M
inflow2122McCracken County, KY2742$693K
inflow2122Wilson County, TN2747$1.5M
outflow2122Williamson County, TN2749$2.5M
inflow2122Robertson County, TN2656$911K
inflow2122Williamson County, TN2344$2.3M
outflow2122Grayson County, KY2233$833K
outflow2122Robertson County, TN2140$752K
outflow2122Muhlenberg County, KY2136$886K
outflow2021Foreign - Other flows, FR
inflow2021Foreign - Other flows, FR
inflow2021Other flows - South, DS7041,446$35.3M
outflow2021Other flows - South, DS6841,220$39.1M
inflow2021Other flows - Midwest, DS464893$26.4M
outflow2021Other flows - Midwest, DS384717$19.9M
inflow2021Other flows - West, DS277590$15.5M
inflow2021Barren County, KY206396$8.8M
inflow2021Simpson County, KY201394$8.9M
outflow2021Barren County, KY179339$7.6M
outflow2021Allen County, KY175344$8.7M
outflow2021Jefferson County, KY168259$6.6M
inflow2021Allen County, KY165315$8.6M
inflow2021Logan County, KY155277$9.0M
outflow2021Other flows - West, DS152286$6.8M
outflow2021Logan County, KY140277$6.2M
inflow2021Other flows - Northeast, DS139276$7.8M
outflow2021Edmonson County, KY139292$7.4M
outflow2021Simpson County, KY137271$5.6M
inflow2021Davidson County, TN135222$5.9M
inflow2021Jefferson County, KY127200$4.8M
inflow2021Sumner County, TN123216$5.5M
inflow2021Edmonson County, KY111206$4.8M
outflow2021Davidson County, TN109138$5.0M
inflow2021Butler County, KY95159$3.4M
outflow2021Other flows - Northeast, DS89146$4.5M
outflow2021Sumner County, TN78142$3.4M
outflow2021Butler County, KY73142$2.5M
outflow2021Fayette County, KY72116$3.3M
inflow2021Daviess County, KY60106$2.8M
inflow2021Fayette County, KY5997$2.8M
inflow2021Hardin County, KY5378$1.6M
outflow2021Daviess County, KY5176$2.2M
outflow2021Rutherford County, TN4587$2.0M
inflow2021Robertson County, TN4167$1.5M
outflow2021Hardin County, KY3961$1.2M
inflow2021Ohio County, KY3771$1.7M
inflow2021Montgomery County, TN3761$1.3M
inflow2021Grayson County, KY3460$887K
outflow2021Hart County, KY3361$1.3M
inflow2021Christian County, KY3244$817K
inflow2021Muhlenberg County, KY3258$910K
outflow2021Muhlenberg County, KY3145$1.0M
inflow2021Hart County, KY3055$939K
inflow2021Rutherford County, TN2649$1.2M
outflow2021Montgomery County, TN2434$785K
outflow2021Christian County, KY2440$793K
inflow2021Williamson County, TN2451$2.1M
outflow2021Marion County, IN2446$980K
inflow2021Wilson County, TN2241$1.4M
inflow2021Los Angeles County, CA2036$1.7M
inflow1920Foreign - Other flows, FR
outflow1920Foreign - Other flows, FR
outflow1920Other flows - South, DS6331,218$39.4M
inflow1920Other flows - South, DS6151,324$35.2M
inflow1920Other flows - Midwest, DS414836$23.5M
outflow1920Other flows - Midwest, DS372718$19.3M
inflow1920Barren County, KY212394$9.2M
inflow1920Other flows - West, DS206426$14.0M
inflow1920Simpson County, KY176348$6.4M
outflow1920Jefferson County, KY169249$5.7M
outflow1920Barren County, KY168346$7.1M
outflow1920Other flows - West, DS166288$7.5M
outflow1920Logan County, KY160320$6.2M
inflow1920Logan County, KY156280$5.8M
inflow1920Allen County, KY152304$8.1M
outflow1920Allen County, KY139275$7.0M
outflow1920Simpson County, KY133261$6.1M
outflow1920Edmonson County, KY131289$5.8M
inflow1920Jefferson County, KY129196$7.3M
outflow1920Davidson County, TN128207$5.8M
inflow1920Other flows - Northeast, DS118256$8.5M
inflow1920Davidson County, TN116192$6.0M
inflow1920Edmonson County, KY110228$4.4M
outflow1920Sumner County, TN93177$4.2M
outflow1920Other flows - Northeast, DS92177$4.0M
inflow1920Sumner County, TN92182$4.5M
outflow1920Butler County, KY81170$3.0M
inflow1920Butler County, KY73145$3.1M
outflow1920Fayette County, KY6498$3.0M
outflow1920Daviess County, KY5693$2.1M
inflow1920Daviess County, KY5487$2.5M
inflow1920Fayette County, KY4982$2.4M
inflow1920Hardin County, KY4069$1.4M

UAD APPRAISALS

FHFA Uniform Appraisal Dataset aggregates for Warren County.

FHFA UAD aggregate statistics (uad_aggregate_county, geoid) and appraisal-level public use file (uad_puf, county_fips)

2023PurchaseNo CharacteristicAll Appraisals825.0
2023PurchaseNo CharacteristicAll Appraisals0.2
2023RefinanceNo CharacteristicAll Appraisals234.0
2023PurchaseNo CharacteristicAll Appraisals1.0
2023BothNo CharacteristicAll Appraisals1,059.0
2023PurchaseNo CharacteristicAll Appraisals0.7
2023PurchaseNo CharacteristicAll Appraisals1.0
2023RefinanceNo CharacteristicAll Appraisals324,500.0
2023BothNo CharacteristicAll Appraisals298,000.0
2023PurchaseNo CharacteristicAll Appraisals293,000.0
2023PurchaseNo CharacteristicAll Appraisals0.0
2022PurchaseNo CharacteristicAll Appraisals1.0
2022BothNo CharacteristicAll Appraisals285,000.0
2022PurchaseNo CharacteristicAll Appraisals0.2
2022PurchaseNo CharacteristicAll Appraisals285,000.0
2022PurchaseNo CharacteristicAll Appraisals1.0
2022RefinanceNo CharacteristicAll Appraisals487.0
2022PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals0.7
2022RefinanceNo CharacteristicAll Appraisals285,000.0
2022BothNo CharacteristicAll Appraisals1,688.0
2022PurchaseNo CharacteristicAll Appraisals1,201.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021RefinanceNo CharacteristicAll Appraisals265,000.0
2021BothNo CharacteristicAll Appraisals2,700.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021PurchaseNo CharacteristicAll Appraisals1,603.0
2021PurchaseNo CharacteristicAll Appraisals0.3
2021RefinanceNo CharacteristicAll Appraisals1,097.0
2021PurchaseNo CharacteristicAll Appraisals0.1
2021BothNo CharacteristicAll Appraisals250,000.0
2021PurchaseNo CharacteristicAll Appraisals0.6
2021PurchaseNo CharacteristicAll Appraisals245,000.0
2020PurchaseNo CharacteristicAll Appraisals0.1
2020PurchaseNo CharacteristicAll Appraisals1.0
2020BothNo CharacteristicAll Appraisals2,713.0
2020PurchaseNo CharacteristicAll Appraisals1,371.0
2020PurchaseNo CharacteristicAll Appraisals0.7
2020BothNo CharacteristicAll Appraisals240,000.0
2020RefinanceNo CharacteristicAll Appraisals269,500.0
2020RefinanceNo CharacteristicAll Appraisals1,342.0
2020PurchaseNo CharacteristicAll Appraisals220,000.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020PurchaseNo CharacteristicAll Appraisals0.2
2019PurchaseNo CharacteristicAll Appraisals0.0
2019PurchaseNo CharacteristicAll Appraisals1.0
2019BothNo CharacteristicAll Appraisals220,000.0
2019PurchaseNo CharacteristicAll Appraisals1,138.0
2019PurchaseNo CharacteristicAll Appraisals0.2
2019PurchaseNo CharacteristicAll Appraisals1.0
2019RefinanceNo CharacteristicAll Appraisals245,000.0
2019BothNo CharacteristicAll Appraisals1,940.0
2019RefinanceNo CharacteristicAll Appraisals802.0
2019PurchaseNo CharacteristicAll Appraisals210,000.0
2019PurchaseNo CharacteristicAll Appraisals0.7
2018RefinanceNo CharacteristicAll Appraisals215,000.0
2018BothNo CharacteristicAll Appraisals1,562.0
2018PurchaseNo CharacteristicAll Appraisals1,060.0
2018RefinanceNo CharacteristicAll Appraisals502.0
2018BothNo CharacteristicAll Appraisals205,000.0
2018PurchaseNo CharacteristicAll Appraisals204,000.0
2018PurchaseNo CharacteristicAll Appraisals0.8
2018PurchaseNo CharacteristicAll Appraisals0.0
2018PurchaseNo CharacteristicAll Appraisals0.2
2018PurchaseNo CharacteristicAll Appraisals1.0
2018PurchaseNo CharacteristicAll Appraisals1.0
2017RefinanceNo CharacteristicAll Appraisals207,000.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals0.2
2017PurchaseNo CharacteristicAll Appraisals0.1
2017BothNo CharacteristicAll Appraisals1,657.0
2017PurchaseNo CharacteristicAll Appraisals1,018.0
2017PurchaseNo CharacteristicAll Appraisals197,000.0
2017RefinanceNo CharacteristicAll Appraisals639.0
2017PurchaseNo CharacteristicAll Appraisals0.7
2017BothNo CharacteristicAll Appraisals200,000.0
2016PurchaseNo CharacteristicAll Appraisals930.0
2016RefinanceNo CharacteristicAll Appraisals223,000.0
2016PurchaseNo CharacteristicAll Appraisals1.0
2016PurchaseNo CharacteristicAll Appraisals186,000.0
2016PurchaseNo CharacteristicAll Appraisals0.7
2016PurchaseNo CharacteristicAll Appraisals0.0
2016BothNo CharacteristicAll Appraisals200,300.0
2016PurchaseNo CharacteristicAll Appraisals1.0
2016PurchaseNo CharacteristicAll Appraisals0.2
2016BothNo CharacteristicAll Appraisals1,732.0
2016RefinanceNo CharacteristicAll Appraisals802.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2015PurchaseNo CharacteristicAll Appraisals168,000.0
2015PurchaseNo CharacteristicAll Appraisals0.3
2015RefinanceNo CharacteristicAll Appraisals198,000.0
2015BothNo CharacteristicAll Appraisals1,447.0
2015RefinanceNo CharacteristicAll Appraisals589.0
2015PurchaseNo CharacteristicAll Appraisals0.0
2015PurchaseNo CharacteristicAll Appraisals0.7
2015PurchaseNo CharacteristicAll Appraisals858.0
2015BothNo CharacteristicAll Appraisals176,000.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2014BothNo CharacteristicAll Appraisals167,000.0

ECONOMY & INCOME

Local economy indicators — BLS unemployment rates and BEA personal income for Warren County.

BLS Local Area Unemployment Statistics (bls_laus_county_month, geoid) and BEA personal income (bea_county_income, geo_fips)

BLS Local Area Unemployment

2026-0575,01171,8143,1974.3%
2026-0474,40371,6952,7083.6%
2026-0374,73271,7323,0004.0%
2026-0274,15671,1223,0344.1%
2026-0173,79470,8282,9664.0%
2025-1275,35072,9262,4243.2%
2025-1175,50072,8402,6603.5%
2025-0975,47972,3973,0824.1%
2025-0875,09571,9723,1234.2%
2025-0774,29570,5453,7505.0%
2025-0675,10071,7023,3984.5%
2025-0575,18172,1992,9824.0%
2025-0475,04472,3002,7443.7%
2025-0374,86071,3343,5264.7%
2025-0274,37071,0313,3394.5%
2025-0174,01270,5183,4944.7%
2024-1274,24371,3482,8953.9%
2024-1174,41871,3433,0754.1%
2024-1074,31471,2763,0384.1%
2024-0974,12070,9393,1814.3%
2024-0874,11070,7123,3984.6%
2024-0773,34669,5633,7835.2%
2024-0674,23070,6813,5494.8%
2024-0573,54670,4983,0484.1%
2024-0472,85670,1692,6873.7%
2024-0372,73069,2573,4734.8%
2024-0272,34168,8273,5144.9%
2024-0171,15367,9753,1784.5%
2023-1271,21868,5012,7173.8%
2023-1171,53368,8772,6563.7%
2023-1071,42168,7602,6613.7%
2023-0971,76169,0752,6863.7%
2023-0871,40868,6112,7973.9%
2023-0770,82067,6343,1864.5%
2023-0671,60868,4903,1184.4%
2023-0571,61668,9232,6933.8%
2023-0471,81069,5382,2723.2%
2023-0371,47668,5792,8974.1%
2023-0271,03768,1232,9144.1%
2023-0170,18567,4712,7143.9%
2022-1269,86467,6952,1693.1%
2022-1169,64767,2862,3613.4%
2022-1069,97267,5022,4703.5%
2022-0970,07167,7442,3273.3%
2022-0869,78667,3342,4523.5%
2022-0768,85865,9982,8604.2%
2022-0670,15567,2982,8574.1%
2022-0570,05267,8212,2313.2%
2022-0470,01867,8432,1753.1%
2022-0369,29266,6772,6153.8%
2022-0268,75666,2942,4623.6%
2022-0167,83165,2782,5533.8%
2021-1268,70366,7361,9672.9%
2021-1168,74666,7122,0343.0%
2021-1068,36066,0152,3453.4%
2021-0967,87565,4392,4363.6%
2021-0867,40364,9512,4523.6%
2021-0767,29164,3992,8924.3%
2021-0667,95264,7783,1744.7%
2021-0568,06865,3362,7324.0%
2021-0468,06765,6712,3963.5%
2021-0367,70264,8552,8474.2%
2021-0267,60764,1983,4095.0%
2021-0166,28163,5412,7404.1%
2020-1266,82164,2542,5673.8%
2020-1166,80764,5512,2563.4%
2020-1067,07264,4362,6363.9%
2020-0966,38363,7942,5893.9%
2020-0865,99963,1602,8394.3%
2020-0764,07460,4953,5795.6%
2020-0663,94160,3563,5855.6%
2020-0565,91256,7479,16513.9%
2020-0466,31255,17611,13616.8%
2020-0368,62465,4993,1254.6%
2020-0269,01866,5442,4743.6%
2020-0168,04565,4322,6133.8%
2019-1269,34066,9902,3503.4%
2019-1169,50967,4652,0442.9%
2019-1069,06966,8532,2163.2%
2019-0969,21367,2211,9922.9%
2019-0868,46566,1442,3213.4%
2019-0768,14665,4292,7174.0%
2019-0669,17866,4162,7624.0%
2019-0569,28267,0022,2803.3%
2019-0468,98466,8732,1113.1%
2019-0369,17466,4582,7163.9%
2019-0268,46665,7472,7194.0%
2019-0167,48664,7692,7174.0%
2018-1268,13166,0382,0933.1%
2018-1168,36266,4501,9122.8%
2018-1068,37066,2472,1233.1%
2018-0967,90365,9091,9942.9%
2018-0867,56965,3932,1763.2%
2018-0767,55064,9772,5733.8%
2018-0669,08766,3402,7474.0%
2018-0568,79866,6882,1103.1%
2018-0468,78666,7052,0813.0%
2018-0368,14065,6552,4853.6%
2018-0267,77765,1022,6753.9%
2018-0166,13163,6442,4873.8%

BEA Personal Income

2024$7.38B147,936$50K
2023$6.92B143,929$48K
2022$6.41B140,503$46K
2021$6.18B137,191$45K
2020$5.59B135,033$41K
2019$5.12B133,163$38K
2018$4.84B131,286$37K
2017$4.72B129,549$36K
2016$4.55B127,026$36K
2015$4.43B124,453$36K
2014$4.20B121,666$35K
2013$4.00B119,782$33K
2012$3.91B117,534$33K
2011$3.79B115,944$33K
2010$3.61B114,359$32K
2009$3.38B112,375$30K
2008$3.47B109,803$32K
2007$3.25B107,356$30K
2006$3.09B105,170$29K
2005$2.95B102,121$29K
2004$2.80B99,497$28K
2003$2.62B97,721$27K
2002$2.50B95,576$26K
2001$2.39B94,211$25K
2000$2.28B92,917$25K
1999$2.12B91,550$23K
1998$2.02B90,849$22K
1997$1.94B89,596$22K
1996$1.81B88,075$21K
1995$1.69B86,301$20K
1994$1.60B84,437$19K
1993$1.50B82,870$18K
1992$1.42B80,593$18K
1991$17K

NFIP FLOOD CLAIMS

FEMA National Flood Insurance Program (NFIP) realised flood loss claims in Warren County.

FEMA NFIP redacted claims (nfip_claim, county_code)

2025-04-06$108K$108K$0No
2025-04-05$23K$10K$12KYes
2025-04-05$38K$38K$0Yes
2025-04-05$33K$21K$12KYes
2025-04-05$178K$97K$82KYes
2025-04-04$140K$100K$40KYes
2025-04-04$224K$224K$0Yes
2025-04-04$216K$216K$0No
2025-04-03$5K$5K$0Yes
2025-02-16$9K$9K$0Yes
2025-02-16$0$0$0Yes
2025-02-15$21K$21K$0Yes
2025-02-15$10K$10K$0Yes
2024-07-18$16K$16K$0Yes
2021-03-01$51K$51K$0Yes
2021-02-28$13K$13K$0No
2021-02-28$13K$13K$0Yes
2021-02-28$28K$22K$6KYes
2021-02-28$29K$26K$3KYes
2021-02-28$3K$3K$0No
2021-02-28$10K$10K$0Yes
2021-02-28$10K$10K$0Yes
2021-02-28$9K$9K$0Yes
2021-02-28$8K$8K$0Yes
2021-02-28$9K$7K$2KNo
2021-02-28$224K$207K$17KNo
2019-02-23$2K$2K$0Yes
2017-09-25$0Yes
2017-09-12$23K$18K$5KYes
2017-09-01$5K$5K$0No
2017-09-01$5K$5K$0Yes
2016-07-07$3K$3K$0Yes
2016-07-07$2K$2K$0Yes
2016-02-02$0Yes
2015-03-04$2K$2K$0Yes
2015-03-04$0Yes
2014-02-04$10K$10K$0Yes
2012-12-10$0Yes
2011-06-28$3K$3K$0Yes
2011-05-03$6K$6K$0Yes
2011-04-27$0Yes
2011-04-12$13K$13K$0Yes
2010-05-03$3K$3K$0No
2010-05-03$8K$8K$0Yes
2010-05-02$0No
2010-05-02$6K$6K$0Yes
2010-05-02$2K$0$2KYes
2010-05-02$0No
2010-05-02$11K$11K$0Yes
2010-05-02$12K$12K$0No
2010-05-02$15K$15K$0No
2010-05-02$84K$84K$0Yes
2010-05-02$123K$105K$18KYes
2010-05-02$12K$11K$983.18Yes
2010-05-02$6K$6K$0No
2010-05-02$106K$70K$35KYes
2010-05-02$25K$25K$0No
2010-05-02$39K$34K$5KYes
2010-05-02$75K$75K$0Yes
2010-05-02$25K$25K$0No
2010-05-01$2K$2K$0Yes
2010-05-01$532.94$532.94$0Yes
2010-05-01$0No
2010-05-01$132.45$132.45$0Yes
2010-05-01$13K$13K$0Yes
2010-05-01$1K$1K$0Yes
2010-05-01$9K$9K$415.11Yes
2010-03-20$4K$4K$0Yes
2009-06-11$2K$2K$0No
2002-11-09$13K$12K$968.8No
2002-11-09$4K$2K$2KYes
2002-09-27$0No
2002-03-18$0Yes
1999-01-21$2K$2K$0Yes
1998-04-16$1K$1K$0Yes
1998-04-16$1K$1K$0No
1998-04-16$3K$3K$0Yes
1998-04-16$0No
1998-04-16$2K$2K$0Yes
1998-04-16$4K$4K$0No
1998-04-16$13K$12K$803.42Yes
1998-04-16$52K$37K$15KYes
1998-04-16$8K$8K$0No
1998-04-16$6K$5K$1KYes
1998-04-16$58K$40K$18KNo
1998-04-16$3K$3K$0Yes
1998-04-16$10K$4K$6KNo
1998-04-16$5K$5K$0Yes
1998-04-16$2K$2K$0Yes
1998-04-16$28K$20K$9KYes
1998-04-16$11K$11K$0No
1998-04-16$3K$3K$0No
1998-04-16$4K$4K$0No
1998-04-16$1K$1K$0No
1998-04-16$1K$1K$0Yes
1997-03-01$4K$4K$0No
1990-12-29$1K$1K$0No
1989-07-03$103.76$103.76$0No
1989-07-03$1K$1K$0No
1989-07-02$13K$12K$452.99No

ALSO CHECKED

18 more data areas were checked for Warren County and did not earn a tab. A missing tab and an unasked question look the same on screen, so each one is named with the reason it is missing.

  • WRONG GRAIN
    FHA

    FHA Neighborhood Watch DOES publish county rows, but keys them on a free-text county NAME (“CHITTENDEN|VT”), not a FIPS code, and the single-family endorsement snapshot's property_county is likewise free text. Joining either to a county FIPS by name would attribute one county's delinquency to another wherever a name repeats, so FHA is a state-grain tab only until a curated name→FIPS crosswalk exists

  • WRONG GRAIN
    Fannie / Freddie

    the FHFA public-use database publishes single-family acquisitions at STATE and CENSUS-TRACT grain; no county rollup is published or loaded, and rolling tracts up to counties would double-count the tracts that straddle a county line

  • WRONG GRAIN
    GSE credit-risk transfer

    CAS and STACR loan-level disclosures publish PROPERTY STATE and a 3-digit zip; neither carries a county code, so credit-risk-transfer collateral cannot be attributed to a county

  • WRONG GRAIN
    Ginnie Mae

    Ginnie Mae's loan-level disclosure publishes PROPERTY STATE and nothing finer — there is no county, ZIP or tract field in the file, so agency-pool collateral has no county grain at all. The same is true of the UMBS pool file (fhfa_mbs_pool), which carries only CA/NY/FL/TX/PR concentration percentages

  • WRONG GRAIN
    Housing finance agency

    a housing finance agency is a STATE-chartered body — county is not a grain it has. Its programmes reach counties, but the agency itself is one row per state: hfa_agency is keyed on state_code and carries no county column, and there is no county-level agency underneath it to aggregate from

  • WRONG GRAIN
    CUSO network

    the NCUA CUSO Registry publishes a CUSO's city and STATE and no county at all (cuso_registry, migration 0195). A county FIPS does exist on the member-credit-union side (cuso_credit_union_link.cu_county_fips), but it is the CREDIT UNION'S CHARTER ADDRESS — where the institution is registered, not where the mortgage service it buys is delivered — so a county tab built on it would pin a statewide, often multi-state, service relationship onto the one county a charter document happens to name

  • WRONG GRAIN
    Subservicing map

    the same absence, one grain finer: subservicing_relationships holds no property or collateral column at all, so there is nothing to aggregate to a county. Where a client is a state HFA, the state housing finance agency area on this hub carries that agency and its named master servicer at its own state grain

  • WRONG GRAIN
    Co-issue MSR

    the same absence, and worse at county grain: Ginnie's loan-level disclosure publishes property STATE and nothing finer — no county, ZIP or tract field exists in the file — so even the collateral split that is rejected above at state grain is not available here at all

  • WRONG GRAIN
    MSR transfer graph

    the same absence at a finer grain, with no additional route to one: ginnie_servicing_transfers has no county column and the Ginnie loan-level disclosure it would have to be joined to publishes property state and nothing finer — no county, ZIP or tract field exists in either file

  • WRONG GRAIN
    Builder & realtor JV

    the same absence, one grain finer: the affiliation corpus has no geographic column at all, so nothing can be aggregated to a county. The affiliate lender's actual county-level originations are on the HMDA area of the county hub, keyed on the lender rather than on its parent

  • WRONG GRAIN
    Non-QM deal calendar

    the same structural gap, one grain finer: a 144A non-QM deal publishes no asset-level file at all, so there is no loan, no property and therefore no county to attribute anything to. This is the one absence on this hub that no future load can close

  • WRONG GRAIN
    Agency-MBS demand

    the same absence, and Ginnie's disclosure has no county field at any grain, so even the collateral allocation that is rejected above at state grain cannot be computed here

  • WRONG GRAIN
    Complaints-rate stack

    the same broken denominator, plus a numerator that does not reach county either: the CFPB publishes a complaint's state and a partially redacted ZIP and no county, so neither half of this ratio exists at county grain

  • WRONG GRAIN
    NMLS licensing

    NMLS licences are issued by a STATE regulator and the industry report is published by state agency and quarter; there is no county in the licensing system to aggregate to

  • WRONG GRAIN
    CFPB complaints

    the CFPB publishes a complaint's STATE and a partially redacted ZIP; it publishes no county, and deriving one from a redacted ZIP would put complaints in the wrong county wherever a ZIP straddles a county line

  • WRONG GRAIN
    State enforcement

    enforcement orders are issued by a STATE regulator against a licensee; they carry no property or county

  • WRONG GRAIN
    WARN notices

    a WARN notice names an employer, a CITY and a region — no county code — and matching city to county by name is ambiguous in most states

  • WRONG GRAIN
    Mortgage employment

    the QCEW extract loaded here holds STATE and METRO area types only — the county-level QCEW file is a separate, far larger download that is not loaded, so county mortgage employment cannot be shown honestly

Several of the areas above are published only at state grain. They are all on the KY state hub, which carries the same registry at the grain those sources actually have.

Go deeper

EVERY HMDA RECORD IN WARREN COUNTYOpens the loan explorer already filtered to county FIPS 21227.

See the Kentucky state market profile for the statewide picture, the Kentucky state hub for every dataset we hold on the state in one place, or the national lender leaderboard for who is largest across every market.

Sources: HMDA public loan-level disclosure (CFPB/FFIEC) aggregated to county-year; U.S. Census Bureau American Community Survey; FEMA National Risk Index and disaster declarations. Figures are as loaded — see data attribution.

Fair-lending context: denial rates and demographic figures shown here are descriptive statistics derived from public HMDA and U.S. Census data. HMDA does not contain the credit, income, or underwriting variables that explain most lending outcomes, so a difference between lenders or areas is a statistical observation about published data — not evidence of, and not a determination of, discrimination or redlining by any institution.