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State markets/Ohio/Warren County

COUNTY MORTGAGE MARKET · FIPS 39165

Warren County, Ohio

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

$2.42B

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

Originations · 2025

7,683

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

Denial rate · 2025

13.5%

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

Lenders active · 2025

395

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 395 lenders that originated in Warren County in 2025. HHI is the Herfindahl-Hirschman index over lender shares.

Concentration (HHI)

254

unconcentrated

Top-5 lender share

28.9%

of originations

Purchase

58.0%

3,482 loans

Refinance

42.0%

2,517 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.

554$188.6M$188.6M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
451$167.5M$167.5M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
483$138.7M$138.7M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
413$107.9M$107.9M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
571$96.5M$96.5M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
184$89.0M$89.0M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
320$72.9M$72.9M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
131$44.2M$44.2M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
120$42.5M$42.5M originated in Warren County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
1$41.3M$41.3M 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 24 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.
24 OF 24 ZIP AREASEVERY ZIP AREA TOUCHING THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
1010 of the 12 Warren County tracts this ZIP area touches sit mostly inside it.55,19517.2%12,085TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
88 of the 12 Warren County tracts this ZIP area touches sit mostly inside it.53,24434.9%14,717TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
88 of the 11 Warren County tracts this ZIP area touches sit mostly inside it.32,72910.1%9,108TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
44 of the 7 Warren County tracts this ZIP area touches sit mostly inside it.28,37113.5%7,856TRACTS →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.24,75013.8%7,222TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
44 of the 4 Warren County tracts this ZIP area touches sit mostly inside it.17,43016.7%4,645TRACTS →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.13,09710.8%3,577TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
22 of the 5 Warren County tracts this ZIP area touches sit mostly inside it.8,6456.4%2,709TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
11 of the 1 Warren County tract this ZIP area touches sit mostly inside it.4,9296.0%1,654OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 4 Warren County tracts this ZIP area touches sit mostly inside it.3,9477.3%1,711OPEN →This ZIP area is one census tract here, so its records open directly and 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 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 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 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 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 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 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 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 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 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 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.

44 of Warren County’s 44 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 44 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.

44 OF 44 TRACTSEVERY TRACT IN THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
Middle94.5%4,2106.1%OPEN →
Middle88.9%4,6716.1%OPEN →
Middle81.0%1,2786.2%OPEN →
Middle90.5%3,85011.7%OPEN →
Middle115.7%5,68210.8%OPEN →
Upper182.4%5,17911.6%OPEN →
Middle108.5%3,7969.4%OPEN →
Middle105.8%7,44914.8%OPEN →
Upper128.8%7,0209.3%OPEN →
Upper162.1%8,62416.8%OPEN →
Upper196.5%8,88613.1%OPEN →
Middle109.3%6,4836.3%OPEN →
Upper125.1%2,1626.6%OPEN →
Upper121.2%3,9477.3%OPEN →
Upper138.6%8,35310.2%OPEN →
Upper135.6%4,90911.2%OPEN →
Moderate78.1%5,09415.8%OPEN →
Middle88.0%5,45014.8%OPEN →
Upper172.3%1,68113.9%OPEN →
Upper147.8%6,16613.8%OPEN →
Middle93.9%3,4128.3%OPEN →
0.0%3,19362.6%OPEN →
Upper124.3%6,92628.4%OPEN →
Middle103.3%6,31831.4%OPEN →
Upper120.4%4,35130.1%OPEN →
Upper181.5%11,86432.1%OPEN →
Upper197.9%5,82038.3%OPEN →
Middle111.4%7,49018.5%OPEN →
Upper164.4%6,11330.0%OPEN →
Upper149.7%4,07221.2%OPEN →
Upper208.1%3,76536.9%OPEN →
Upper156.0%8,08750.5%OPEN →
Upper127.1%3,37711.8%OPEN →
Middle100.9%3,50230.4%OPEN →
Upper150.7%9,91725.0%OPEN →
Upper140.8%6,4799.0%OPEN →
Upper135.1%8,42510.8%OPEN →
Upper188.1%4,88112.2%OPEN →
Upper122.6%8,83512.5%OPEN →
Upper150.3%3,00113.0%OPEN →
Middle89.2%5,2158.2%OPEN →
Middle119.3%4,9296.0%OPEN →
Middle84.5%3,4118.9%OPEN →
Moderate53.1%4,06411.9%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

250,008

Median household income

$110,132

Median home value

$349,400

Median gross rent

$1,361

per month

Owner-occupied

79.4%

of occupied units

Housing units

96,061

4.2% vacant

Poverty rate

6.0%

Unemployment

3.1%

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 Low

score 77.8

Social vulnerability

Very Low

Community resilience

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

59

Declarations recorded

13

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

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 39165, 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

472

Purchase share

42.2%

199 loans

IRRRL refinances

184

Cash-out refinances

89

202647219918489
202544826810080
20243182014770
2023308235568
2022334127180
20211,275376740159
20201,125362622141
201952636065101
201853035741132
2017620386122112
201656433214389
201549927612895

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

838

+20.9% vs 2024

Multifamily · 2025

604

+12.1% vs 2024

Total authorized · 2025

1,442

+17.0% vs 2024

Permit valuation · 2025

$322.7M

authorized construction value

Units authorized by year

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

UNITS · SF IN TOOLTIP
01.3K2.5K3.8K5K19901992199419961998200020022004200620082010201220142016201820202022202420251,442 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)

inflow2223Butler County, OH1,4922,693$101.4M
inflow2223Hamilton County, OH1,4512,554$134.9M
outflow2223Butler County, OH1,3282,317$96.8M
outflow2223Hamilton County, OH1,2921,915$88.1M
inflow2223Montgomery County, OH1,0401,801$100.0M
outflow2223Montgomery County, OH1,0271,621$65.7M
outflow2223Other flows - South, DS1,0261,920$174.2M
inflow2223Other flows - South, DS8671,615$84.3M
outflow2223Clermont County, OH515859$44.0M
inflow2223Clermont County, OH389658$29.6M
inflow2223Other flows - Midwest, DS368687$37.5M
outflow2223Other flows - Midwest, DS339566$30.5M
outflow2223Other flows - West, DS298484$30.0M
inflow2223Other flows - West, DS280520$28.2M
inflow2223Other flows - Northeast, DS241496$26.8M
inflow2223Greene County, OH240431$22.0M
outflow2223Franklin County, OH239299$13.1M
outflow2223Greene County, OH226376$15.1M
outflow2223Clinton County, OH201378$11.2M
outflow2223Other flows - Northeast, DS193351$21.4M
inflow2223Franklin County, OH168250$12.6M
inflow2223Clinton County, OH147255$12.3M
outflow2223Cook County, IL102119$7.7M
inflow2223Kings County, NY74172$2.7M
outflow2223Foreign - Other flows, FR67154$7.0M
outflow2223Cuyahoga County, OH5779$4.9M
outflow2223Kenton County, KY5676$4.0M
outflow2223Campbell County, KY5476$4.4M
inflow2223Miami County, OH4989$4.3M
inflow2223Campbell County, KY4875$4.0M
inflow2223Boone County, KY4677$2.7M
inflow2223Kenton County, KY4662$4.8M
inflow2223Cuyahoga County, OH4060$4.1M
outflow2223Preble County, OH4069$1.9M
outflow2223Boone County, KY3872$3.7M
inflow2223Clark County, OH3760$3.1M
inflow2223Maricopa County, AZ3773$4.3M
outflow2223Maricopa County, AZ3764$3.6M
inflow2223Cook County, IL3760$3.9M
outflow2223Mecklenburg County, NC3360$3.4M
inflow2223Brown County, OH3258$2.0M
outflow2223New York County, NY3236$2.5M
outflow2223Delaware County, OH3266$4.6M
outflow2223Highland County, OH3268$1.8M
inflow2223Delaware County, OH3260$3.1M
inflow2223Los Angeles County, CA3161$3.0M
outflow2223Miami County, OH3159$1.7M
outflow2223Lee County, FL3058$4.2M
outflow2223Brown County, OH3048$2.3M
inflow2223Foreign - Other flows, FR2869$3.3M
outflow2223Oakland County, MI2756$3.3M
outflow2223Hillsborough County, FL2748$2.5M
inflow2223Fayette County, KY2638$2.8M
outflow2223Los Angeles County, CA2639$2.0M
outflow2223King County, WA2437$2.4M
inflow2223Lee County, FL2444$2.0M
outflow2223Wake County, NC2449$1.9M
outflow2223Marion County, IN2332$1.7M
outflow2223Jefferson County, KY2338$2.2M
outflow2223Dallas County, TX2329$2.0M
inflow2223Preble County, OH2336$1.1M
inflow2223Oakland County, MI2246$2.2M
outflow2223Pinellas County, FL2229$2.2M
outflow2223Davidson County, TN2229$1.5M
outflow2223Clark County, OH2141$1.1M
outflow2223Fayette County, KY2129$1.2M
outflow2223Sarasota County, FL2143$5.6M
outflow2223Middlesex County, MA2041$5.7M
outflow2223Kings County, NY2042$630K
inflow2223Hamilton County, IN2045$2.2M
outflow2223Pasco County, FL2033$1.8M
outflow2122Foreign - Other flows, FR
inflow2122Foreign - Other flows, FR
inflow2122Butler County, OH1,5802,989$118.1M
inflow2122Hamilton County, OH1,5462,871$136.9M
outflow2122Butler County, OH1,2642,182$79.4M
outflow2122Hamilton County, OH1,2131,810$127.8M
inflow2122Montgomery County, OH1,0992,006$88.9M
outflow2122Montgomery County, OH1,0541,763$66.8M
outflow2122Other flows - South, DS9651,903$152.9M
inflow2122Other flows - South, DS9421,880$180.6M
inflow2122Clermont County, OH490899$38.0M
outflow2122Clermont County, OH439697$31.5M
inflow2122Other flows - Midwest, DS427844$43.2M
outflow2122Other flows - Midwest, DS337672$43.8M
inflow2122Other flows - West, DS290592$35.1M
inflow2122Other flows - Northeast, DS263559$32.9M
outflow2122Other flows - West, DS252481$33.2M
inflow2122Greene County, OH219371$18.6M
outflow2122Greene County, OH204337$16.4M
outflow2122Other flows - Northeast, DS202371$19.9M
outflow2122Franklin County, OH197275$11.3M
outflow2122Clinton County, OH181329$10.9M
inflow2122Franklin County, OH175273$14.3M
inflow2122Clinton County, OH157285$7.3M
inflow2122Kings County, NY92292$4.5M
outflow2122Kenton County, KY66100$4.4M
inflow2122Miami County, OH57116$5.4M
outflow2122Cook County, IL5473$5.2M
outflow2122Boone County, KY4879$4.7M
outflow2122Cuyahoga County, OH4453$2.2M
inflow2122Kenton County, KY4477$2.7M
inflow2122Cuyahoga County, OH4277$3.6M
inflow2122Cook County, IL4272$4.5M
inflow2122Boone County, KY4076$3.2M
outflow2122Brown County, OH4072$2.4M
inflow2122Campbell County, KY3972$3.3M
outflow2122Campbell County, KY3955$3.1M
outflow2122Highland County, OH3969$1.9M
outflow2122Miami County, OH3863$4.0M
outflow2122Lee County, FL3762$5.6M
inflow2122Maricopa County, AZ3676$4.3M
outflow2122Delaware County, OH3676$4.2M
outflow2122Collin County, TX3581$5.3M
outflow2122Preble County, OH3469$1.8M
outflow2122Pinellas County, FL3355$5.2M
outflow2122Maricopa County, AZ3259$3.5M
inflow2122Jefferson County, KY2956$2.3M
inflow2122Highland County, OH2958$1.8M
outflow2122Hillsborough County, FL2852$2.9M
outflow2122Jefferson County, KY2849$1.8M
inflow2122Preble County, OH2845$1.5M
outflow2122King County, WA2760$4.7M
outflow2122Davidson County, TN2741$2.6M
outflow2122New York County, NY2729$3.6M
inflow2122Los Angeles County, CA2759$2.3M
outflow2122Los Angeles County, CA2745$3.8M
outflow2122Clark County, OH2636$1.7M
outflow2122Travis County, TX2634$2.5M
outflow2122Marion County, IN2639$1.8M
outflow2122Fayette County, KY2537$2.7M
inflow2122Brown County, OH2543$1.3M
inflow2122Lee County, FL2537$3.2M
outflow2122Mecklenburg County, NC2542$1.9M
outflow2122Ross County, OH2433$400K
inflow2122Clark County, OH2436$1.5M
outflow2122Summit County, OH2435$3.0M
outflow2122Lucas County, OH2433$1.2M
inflow2122Oakland County, MI2355$2.5M
outflow2122Kings County, NY2332$1.7M
outflow2122Santa Clara County, CA2338$2.2M
outflow2122Dallas County, TX2346$2.1M
outflow2122Fulton County, GA2241$2.4M
outflow2122Denton County, TX2242$3.1M
outflow2122Wake County, NC2155$3.5M
inflow2122Marion County, IN2132$966K
inflow2122Delaware County, OH2150$2.1M
inflow2122Philadelphia County, PA2153$1.1M
outflow2122Sarasota County, FL2139$2.5M
inflow2122Orange County, CA2044$2.3M
outflow2122Manatee County, FL2041$4.2M
inflow2021Foreign - Other flows, FR
outflow2021Foreign - Other flows, FR
inflow2021Hamilton County, OH1,8293,232$189.2M
inflow2021Butler County, OH1,6523,146$142.4M
outflow2021Butler County, OH1,3052,449$86.9M
inflow2021Montgomery County, OH1,2112,249$90.8M
outflow2021Hamilton County, OH1,2011,844$136.7M
outflow2021Montgomery County, OH1,0901,840$72.6M
outflow2021Other flows - South, DS9191,904$126.7M
inflow2021Other flows - South, DS8921,719$75.5M
inflow2021Clermont County, OH472875$38.8M
outflow2021Clermont County, OH455829$30.6M
inflow2021Other flows - Midwest, DS431856$36.1M
outflow2021Other flows - Midwest, DS354713$33.8M
outflow2021Other flows - West, DS292569$36.3M
inflow2021Other flows - Northeast, DS281552$24.4M
inflow2021Other flows - West, DS279578$26.9M
inflow2021Greene County, OH251528$21.2M
outflow2021Other flows - Northeast, DS228436$23.7M
inflow2021Franklin County, OH199295$13.4M
outflow2021Greene County, OH195350$16.6M
outflow2021Clinton County, OH191360$9.9M
inflow2021Clinton County, OH166340$9.8M
outflow2021Franklin County, OH149222$10.4M
inflow2021Kings County, NY95301$4.4M
inflow2021Cuyahoga County, OH6489$2.4M
inflow2021Campbell County, KY56102$4.2M
outflow2021Kenton County, KY5392$5.1M
inflow2021Cook County, IL5275$5.3M
inflow2021Kenton County, KY4995$2.7M
inflow2021Maricopa County, AZ4481$4.1M
outflow2021Maricopa County, AZ4383$3.4M
inflow2021Miami County, OH4279$3.1M
outflow2021Cuyahoga County, OH4266$5.3M
outflow2021Preble County, OH4275$3.3M
outflow2021Lee County, FL4082$6.6M
inflow2021Boone County, KY3770$3.9M
outflow2021Cook County, IL3656$3.6M
inflow2021Los Angeles County, CA3361$2.5M
outflow2021Delaware County, OH3156$4.4M
inflow2021Highland County, OH3154$1.3M
outflow2021Los Angeles County, CA3142$2.5M
outflow2021Boone County, KY3170$2.6M
outflow2021Campbell County, KY3147$3.0M
inflow2021Clark County, OH3156$1.8M
outflow2021Miami County, OH2961$2.3M
outflow2021Clark County, OH2948$1.2M
inflow2021Lucas County, OH2847$1.2M
inflow2021Fayette County, KY2847$1.9M

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 Appraisals2,052.0
2023PurchaseNo CharacteristicAll Appraisals0.3
2023RefinanceNo CharacteristicAll Appraisals737.0
2023PurchaseNo CharacteristicAll Appraisals1.0
2023BothNo CharacteristicAll Appraisals2,789.0
2023PurchaseNo CharacteristicAll Appraisals0.6
2023PurchaseNo CharacteristicAll Appraisals1.0
2023RefinanceNo CharacteristicAll Appraisals362,000.0
2023BothNo CharacteristicAll Appraisals375,000.0
2023PurchaseNo CharacteristicAll Appraisals380,000.0
2023PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals1.0
2022BothNo CharacteristicAll Appraisals368,000.0
2022PurchaseNo CharacteristicAll Appraisals0.3
2022PurchaseNo CharacteristicAll Appraisals380,000.0
2022PurchaseNo CharacteristicAll Appraisals1.0
2022RefinanceNo CharacteristicAll Appraisals1,452.0
2022PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals0.6
2022RefinanceNo CharacteristicAll Appraisals340,000.0
2022BothNo CharacteristicAll Appraisals4,463.0
2022PurchaseNo CharacteristicAll Appraisals3,011.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021RefinanceNo CharacteristicAll Appraisals337,000.0
2021BothNo CharacteristicAll Appraisals7,766.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021PurchaseNo CharacteristicAll Appraisals3,643.0
2021PurchaseNo CharacteristicAll Appraisals0.3
2021RefinanceNo CharacteristicAll Appraisals4,123.0
2021PurchaseNo CharacteristicAll Appraisals0.1
2021BothNo CharacteristicAll Appraisals343,000.0
2021PurchaseNo CharacteristicAll Appraisals0.6
2021PurchaseNo CharacteristicAll Appraisals350,000.0
2020PurchaseNo CharacteristicAll Appraisals0.1
2020PurchaseNo CharacteristicAll Appraisals1.0
2020BothNo CharacteristicAll Appraisals8,316.0
2020PurchaseNo CharacteristicAll Appraisals3,692.0
2020PurchaseNo CharacteristicAll Appraisals0.7
2020BothNo CharacteristicAll Appraisals322,000.0
2020RefinanceNo CharacteristicAll Appraisals330,000.0
2020RefinanceNo CharacteristicAll Appraisals4,624.0
2020PurchaseNo CharacteristicAll Appraisals310,000.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020PurchaseNo CharacteristicAll Appraisals0.3
2019PurchaseNo CharacteristicAll Appraisals0.0
2019PurchaseNo CharacteristicAll Appraisals1.0
2019BothNo CharacteristicAll Appraisals295,000.0
2019PurchaseNo CharacteristicAll Appraisals3,754.0
2019PurchaseNo CharacteristicAll Appraisals0.3
2019PurchaseNo CharacteristicAll Appraisals1.0
2019RefinanceNo CharacteristicAll Appraisals300,000.0
2019BothNo CharacteristicAll Appraisals6,839.0
2019RefinanceNo CharacteristicAll Appraisals3,085.0
2019PurchaseNo CharacteristicAll Appraisals290,000.0
2019PurchaseNo CharacteristicAll Appraisals0.7
2018RefinanceNo CharacteristicAll Appraisals255,000.0
2018BothNo CharacteristicAll Appraisals5,045.0
2018PurchaseNo CharacteristicAll Appraisals3,530.0
2018RefinanceNo CharacteristicAll Appraisals1,515.0
2018BothNo CharacteristicAll Appraisals274,000.0
2018PurchaseNo CharacteristicAll Appraisals280,000.0
2018PurchaseNo CharacteristicAll Appraisals0.7
2018PurchaseNo CharacteristicAll Appraisals0.0
2018PurchaseNo CharacteristicAll Appraisals0.3
2018PurchaseNo CharacteristicAll Appraisals1.0
2018PurchaseNo CharacteristicAll Appraisals1.0
2017RefinanceNo CharacteristicAll Appraisals260,000.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals0.3
2017PurchaseNo CharacteristicAll Appraisals0.1
2017BothNo CharacteristicAll Appraisals5,416.0
2017PurchaseNo CharacteristicAll Appraisals3,480.0
2017PurchaseNo CharacteristicAll Appraisals270,000.0
2017RefinanceNo CharacteristicAll Appraisals1,936.0
2017PurchaseNo CharacteristicAll Appraisals0.7
2017BothNo CharacteristicAll Appraisals266,000.0
2016PurchaseNo CharacteristicAll Appraisals3,157.0
2016RefinanceNo CharacteristicAll Appraisals280,000.0
2016PurchaseNo CharacteristicAll Appraisals1.0
2016PurchaseNo CharacteristicAll Appraisals253,000.0
2016PurchaseNo CharacteristicAll Appraisals0.7
2016PurchaseNo CharacteristicAll Appraisals0.1
2016BothNo CharacteristicAll Appraisals265,000.0
2016PurchaseNo CharacteristicAll Appraisals1.0
2016PurchaseNo CharacteristicAll Appraisals0.3
2016BothNo CharacteristicAll Appraisals6,278.0
2016RefinanceNo CharacteristicAll Appraisals3,121.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2015PurchaseNo CharacteristicAll Appraisals240,000.0
2015PurchaseNo CharacteristicAll Appraisals0.3
2015RefinanceNo CharacteristicAll Appraisals254,000.0
2015BothNo CharacteristicAll Appraisals5,531.0
2015RefinanceNo CharacteristicAll Appraisals2,579.0
2015PurchaseNo CharacteristicAll Appraisals0.0
2015PurchaseNo CharacteristicAll Appraisals0.7
2015PurchaseNo CharacteristicAll Appraisals2,952.0
2015BothNo CharacteristicAll Appraisals245,000.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2014BothNo CharacteristicAll Appraisals242,000.0

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

2026-05133,126129,6503,4762.6%
2026-04133,707129,9743,7332.8%
2026-03133,511129,0534,4583.3%
2026-02133,493128,2195,2744.0%
2026-01131,617126,4285,1893.9%
2025-12132,984128,3564,6283.5%
2025-11133,625128,8114,8143.6%
2025-09134,081129,1514,9303.7%
2025-08134,497129,1725,3254.0%
2025-07134,790129,0285,7624.3%
2025-06134,733128,9725,7614.3%
2025-05134,453129,2065,2473.9%
2025-04134,694129,4185,2763.9%
2025-03135,062129,0705,9924.4%
2025-02133,980127,7846,1964.6%
2025-01132,968126,8396,1294.6%
2024-12133,890128,7165,1743.9%
2024-11134,580129,3385,2423.9%
2024-10135,010130,1914,8193.6%
2024-09134,673129,4635,2103.9%
2024-08134,473129,1305,3434.0%
2024-07135,297129,7085,5894.1%
2024-06135,056129,3195,7374.2%
2024-05133,336128,3714,9653.7%
2024-04132,789128,2204,5693.4%
2024-03133,700128,5255,1753.9%
2024-02132,308127,1485,1603.9%
2024-01131,178126,2224,9563.8%
2023-12131,558127,6503,9083.0%
2023-11132,466128,5213,9453.0%
2023-10132,412128,2594,1533.1%
2023-09132,407128,1844,2233.2%
2023-08133,407129,0384,3693.3%
2023-07132,898128,7024,1963.2%
2023-06132,940128,6294,3113.2%
2023-05132,025128,2893,7362.8%
2023-04131,488128,0863,4022.6%
2023-03132,106128,0014,1053.1%
2023-02130,874126,5434,3313.3%
2023-01130,065125,6814,3843.4%
2022-12129,234125,6353,5992.8%
2022-11129,213125,4793,7342.9%
2022-10129,906125,7514,1553.2%
2022-09129,885125,6704,2153.2%
2022-08130,597125,9574,6403.6%
2022-07130,478125,8014,6773.6%
2022-06130,297125,5014,7963.7%
2022-05129,242125,5233,7192.9%
2022-04128,390124,7453,6452.8%
2022-03128,933124,8294,1043.2%
2022-02127,994123,5754,4193.5%
2022-01127,195122,6374,5583.6%
2021-12126,200122,7413,4592.7%
2021-11126,758123,0643,6942.9%
2021-10126,578122,4824,0963.2%
2021-09125,753121,3444,4093.5%
2021-08127,439122,4694,9703.9%
2021-07127,574121,8645,7104.5%
2021-06127,041120,7816,2604.9%
2021-05125,257120,2814,9764.0%
2021-04124,728119,4945,2344.2%
2021-03125,231119,5315,7004.6%
2021-02124,635118,3396,2965.1%
2021-01124,376117,8416,5355.3%
2020-12122,739117,2255,5144.5%
2020-11122,814117,6545,1604.2%
2020-10123,834118,0375,7974.7%
2020-09122,684115,6876,9975.7%
2020-08122,804115,3347,4706.1%
2020-07121,663112,3369,3277.7%
2020-06121,124110,31610,8088.9%
2020-05118,110105,69512,41510.5%
2020-04115,357102,12113,23611.5%
2020-03125,346120,1575,1894.1%
2020-02126,010121,5144,4963.6%
2020-01125,558120,5165,0424.0%
2019-12125,288121,3043,9843.2%
2019-11125,692121,6963,9963.2%
2019-10125,558121,3924,1663.3%
2019-09124,996120,6294,3673.5%
2019-08125,503120,9354,5683.6%
2019-07126,300121,3454,9553.9%
2019-06126,343121,5734,7703.8%
2019-05123,422119,6773,7453.0%
2019-04122,711119,1053,6062.9%
2019-03122,927118,7434,1843.4%
2019-02122,310117,8364,4743.7%
2019-01122,194117,1385,0564.1%
2018-12122,497118,0344,4633.6%
2018-11122,352118,2054,1473.4%
2018-10122,382117,9744,4083.6%
2018-09121,620117,2874,3333.6%
2018-08121,964117,4494,5153.7%
2018-07123,445118,5914,8543.9%
2018-06123,825118,4975,3284.3%
2018-05121,557117,3214,2363.5%
2018-04120,566116,2154,3513.6%
2018-03120,583115,9534,6303.8%
2018-02120,109115,2164,8934.1%
2018-01118,939114,0114,9284.1%

BEA Personal Income

2024$20.75B256,059$81K
2023$19.59B253,579$77K
2022$18.33B250,298$73K
2021$17.55B246,868$71K
2020$15.99B243,236$66K
2019$14.98B239,826$62K
2018$13.98B236,307$59K
2017$13.39B232,604$58K
2016$12.64B229,713$55K
2015$11.90B226,416$53K
2014$11.39B223,370$51K
2013$10.83B220,783$49K
2012$10.51B218,321$48K
2011$9.96B215,947$46K
2010$9.33B213,559$44K
2009$8.95B211,231$42K
2008$9.01B208,640$43K
2007$8.36B205,258$41K
2006$7.80B200,630$39K
2005$7.18B195,499$37K
2004$6.60B188,904$35K
2003$5.96B181,976$33K
2002$5.63B174,833$32K
2001$5.38B167,851$32K
2000$4.98B161,716$31K
1999$4.53B152,448$30K
1998$4.17B145,427$29K
1997$3.77B139,428$27K
1996$3.36B134,392$25K
1995$3.08B130,526$24K
1994$2.87B126,729$23K
1993$2.64B123,175$21K
1992$2.45B119,214$21K
1991$19K

NFIP FLOOD CLAIMS

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

FEMA NFIP redacted claims (nfip_claim, county_code)

2026-05-24$11K$11K$0Yes
2025-04-04$8K$8K$0Yes
2024-11-14$0Yes
2024-02-02$5K$5K$0Yes
2023-04-07$0$0$0Yes
2022-09-05$106.57$106.57$0Yes
2022-09-05$15K$15K$0Yes
2022-09-05$0$0$0Yes
2022-08-12$0Yes
2022-02-17$0Yes
2021-08-06$0Yes
2021-06-19$3K$3K$0Yes
2021-06-19$109K$71K$39KYes
2021-06-19$13K$13K$0Yes
2021-06-19$28K$20K$8KNo
2021-06-18$85K$68K$17KYes
2020-05-19$0No
2020-05-19$65K$35K$30KNo
2020-05-19$0$0$0No
2020-03-20$1K$1K$0No
2019-06-17$0Yes
2019-06-17$16K$16K$0Yes
2018-09-01$0Yes
2018-09-01$0No
2018-06-08$4K$4K$0Yes
2018-04-09$0Yes
2018-04-05$0No
2018-04-03$16K$16K$0No
2018-02-25$6K$6K$0Yes
2018-02-25$52K$52K$0Yes
2018-02-25$10K$4K$6KYes
2018-02-24$6K$6K$0No
2018-02-24$5K$5K$0Yes
2018-02-24$1K$1K$0Yes
2018-02-23$13K$13K$0No
2017-11-06$0Yes
2017-11-06$20K$20K$0Yes
2017-11-05$7K$7K$0Yes
2017-11-05$60K$39K$21KNo
2017-07-13$63K$47K$16KNo
2017-06-14$92K$49K$43KYes
2017-06-14$153K$89K$64KYes
2017-04-29$26K$22K$5KYes
2016-02-03$0Yes
2015-06-26$0Yes
2015-06-26$0Yes
2014-06-30$0Yes
2014-06-24$0No
2014-04-03$12K$12K$0Yes
2014-02-20$0No
2014-02-15$2K$2K$0No
2014-02-15$0Yes
2013-12-23$0No
2013-12-21$0Yes
2013-07-06$39K$25K$14KNo
2013-07-06$25K$23K$2KYes
2013-07-06$9K$9K$0Yes
2013-07-05$2K$2K$0Yes
2012-05-02$0Yes
2012-05-01$9K$9K$0Yes
2012-05-01$0Yes
2011-05-03$0No
2011-04-29$2K$2K$0Yes
2011-04-19$9K$7K$1KYes
2011-04-19$3K$3K$0Yes
2010-05-21$3K$3K$0Yes
2010-05-21$0Yes
2009-10-30$0Yes
2009-08-04$7K$7K$0Yes
2009-06-25$16K$15K$933.8No
2009-06-25$7K$7K$0Yes
2008-10-13$0Yes
2008-05-16$6K$6K$0No
2008-03-28$3K$3K$0Yes
2008-03-21$4K$4K$0No
2008-03-20$9K$9K$0Yes
2008-03-20$3K$3K$0Yes
2008-03-19$7K$2K$5KYes
2008-03-19$4K$4K$0No
2008-03-19$10K$10K$0Yes
2008-03-19$77K$77K$0Yes
2008-03-19$2K$2K$0Yes
2008-03-19$3K$3K$0Yes
2008-03-19$1K$1K$0Yes
2008-03-19$0No
2008-03-19$13K$12K$1KYes
2008-03-19$621.53$621.53$0Yes
2008-03-19$37K$30K$7KYes
2008-03-19$962.8$962.8$0No
2008-03-19$25K$24K$1KYes
2008-03-19$12K$12K$0Yes
2008-03-19$9K$9K$0No
2008-03-19$0Yes
2008-03-18$11K$7K$5KYes
2008-03-18$5K$5K$0Yes
2008-03-18$3K$0$3KYes
2008-03-18$5K$5K$0Yes
2008-03-18$14K$14K$0Yes
2008-03-18$7K$7K$0No
2008-03-18$11K$11K$0No

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 OH 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 39165.

See the Ohio state market profile for the statewide picture, the Ohio 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.