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State markets/Kentucky/Livingston County

COUNTY MORTGAGE MARKET · FIPS 21139

Livingston County, Kentucky

Who lends in Livingston 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

$26.1M

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

Originations · 2025

158

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

Denial rate · 2025

20.1%

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

Lenders active · 2025

71

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

Concentration (HHI)

322

unconcentrated

Top-5 lender share

28.2%

of originations

Purchase

67.2%

84 loans

Refinance

32.8%

41 loans

Origination trend

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

Lenders in Livingston 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 Livingston 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 LIVINGSTON COUNTY

TOP TEN LENDERS IN LIVINGSTON 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.

10$1.7M$1.7M originated in Livingston County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
7$1.7M$1.7M originated in Livingston County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
8$1.5M$1.5M originated in Livingston County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
12$1.4M$1.4M originated in Livingston County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
3$1.1M$1.1M originated in Livingston County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
6$910K$910K originated in Livingston County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
6$900K$900K originated in Livingston County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
7$875K$875K originated in Livingston County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
1$825K$825K originated in Livingston County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
5$815K$815K originated in Livingston 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 Livingston County

All 7 ZIP Code Tabulation Areas that touch Livingston 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.
7 OF 7 ZIP AREASEVERY ZIP AREA TOUCHING THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
22 of the 3 Livingston County tracts this ZIP area touches sit mostly inside it.6,0167.7%2,125TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
11 of the 1 Livingston County tract this ZIP area touches sit mostly inside it.2,8726.6%1,093OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
0This ZIP area clips 1 tract of Livingston 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 Livingston 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 Livingston 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 Livingston 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 Livingston 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.

3 of Livingston County’s 4 census tracts are grouped into the ZIP areas above; the other 1 lie in no ZCTA at all — water, parkland or unpopulated area the Census leaves outside every ZIP polygon — and are listed in the census-tract table below. 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 Livingston County

All 4 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.

4 OF 4 TRACTSEVERY TRACT IN THE COUNTY — NO ROWS WITHHELD
TRACTINCOME LEVEL% OF MSA INCOMEPOPULATIONMINORITY %TOP LENDERRECORDS
Moderate73.4%2,6656.6%OPEN →
Middle119.2%3,3518.6%OPEN →
Middle104.6%2,8726.7%OPEN →
Middle94.0%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

8,903

Median household income

$58,984

Median home value

$125,600

Median gross rent

$926

per month

Owner-occupied

81.2%

of occupied units

Housing units

4,640

22.3% vacant

Poverty rate

19.3%

Unemployment

4.2%

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

Very Low

score 27.1

Social vulnerability

Relatively High

Community resilience

Relatively Low

Federal disaster history

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

Months with an active declaration

84

Declarations recorded

29

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

Everything we hold on Livingston County

11 data areas have rows for this county. Each one is one click away below; the 19 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 Livingston County.

HMDA loan-level (hmda_loan_wide, county_code)

Open the loan explorer for Livingston CountyEvery reported application and origination in FIPS 21139, filterable on rate, amount, income, purpose and action taken. Loan-level tier.

VA

VA-guaranteed lending in Livingston 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

22

Purchase share

50.0%

11 loans

IRRRL refinances

6

Cash-out refinances

5

2026221165
202511632
20249810
20239513
2022424
202114563
202015582
20196402
20189612
20177322
2016201154
20159621

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.

MIGRATION & WEALTH

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

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

inflow2223Other flows - West, DS
outflow2223Other flows - Northeast, DS
outflow2223Other flows - West, DS
outflow2223Foreign - Other flows, FR
inflow2223Other flows - Northeast, DS
inflow2223McCracken County, KY60111$1.7M
outflow2223McCracken County, KY60108$2.8M
inflow2223Marshall County, KY3761$1.5M
inflow2223Other flows - Midwest, DS3661$2.2M
outflow2223Marshall County, KY3354$1.6M
outflow2223Other flows - Midwest, DS3259$905K
outflow2223Other flows - South, DS3154$1.4M
inflow2223Other flows - South, DS2767$1.4M
outflow2223Crittenden County, KY2048$699K
inflow2223Crittenden County, KY2039$696K
outflow2122Other flows - West, DS
inflow2122Other flows - West, DS
outflow2122Other flows - Northeast, DS
inflow2122Other flows - Northeast, DS
outflow2122McCracken County, KY74129$3.1M
inflow2122McCracken County, KY60112$4.0M
inflow2122Other flows - Midwest, DS49100$3.8M
inflow2122Marshall County, KY4083$1.5M
outflow2122Marshall County, KY3774$1.9M
outflow2122Other flows - Midwest, DS3174$1.3M
inflow2122Other flows - South, DS2854$1.6M
inflow2122Crittenden County, KY2771$951K
outflow2122Crittenden County, KY2453$981K
outflow2122Other flows - South, DS2343$1.5M
inflow2021Foreign - Other flows, FR
outflow2021Other flows - Northeast, DS
outflow2021Other flows - Midwest, DS
outflow2021Other flows - West, DS
inflow2021Other flows - Northeast, DS
inflow2021McCracken County, KY84182$3.6M
outflow2021McCracken County, KY76162$3.3M
inflow2021Other flows - Midwest, DS60117$3.4M
outflow2021Marshall County, KY45106$2.1M
inflow2021Other flows - South, DS2952$7.0M
outflow2021Crittenden County, KY2757$859K
inflow2021Marshall County, KY2557$1.2M
outflow2021Other flows - South, DS2136$990K
inflow2021Other flows - West, DS2036$1.2M
inflow1920Other flows - West, DS
outflow1920Other flows - Northeast, DS
outflow1920Other flows - West, DS
outflow1920Foreign - Other flows, FR
inflow1920Other flows - Northeast, DS
outflow1920McCracken County, KY92178$4.5M
inflow1920McCracken County, KY80154$3.2M
inflow1920Other flows - Midwest, DS4484$1.9M
inflow1920Marshall County, KY3877$1.3M
outflow1920Marshall County, KY3870$1.4M
outflow1920Other flows - South, DS3481$1.3M
inflow1920Other flows - South, DS2779$1.7M
outflow1920Other flows - Midwest, DS2360$778K
inflow1920Crittenden County, KY2353$1.2M
outflow1920Lyon County, KY2149$1.2M
inflow1819Other flows - Northeast, DS
inflow1819Other flows - West, DS
outflow1819Other flows - Northeast, DS
outflow1819Other flows - West, DS
outflow1819McCracken County, KY100180$3.5M
inflow1819McCracken County, KY75142$2.4M
outflow1819Other flows - South, DS4382$1.4M
inflow1819Marshall County, KY4388$1.5M
inflow1819Other flows - South, DS2761$1.0M
outflow1819Marshall County, KY2661$867K
outflow1819Other flows - Midwest, DS2545$1.7M
inflow1819Crittenden County, KY2451$886K
inflow1819Other flows - Midwest, DS2449$1.7M
inflow1718Foreign - Other flows, FR
outflow1718Other flows - Northeast, DS
outflow1718Other flows - West, DS
inflow1718Other flows - Northeast, DS
inflow1718Other flows - West, DS
outflow1718McCracken County, KY80164$2.4M
inflow1718McCracken County, KY77117$2.7M
inflow1718Marshall County, KY4293$1.2M
outflow1718Marshall County, KY4196$1.6M
outflow1718Other flows - South, DS3868$1.9M
inflow1718Other flows - Midwest, DS3577$2.5M
outflow1718Other flows - Midwest, DS2862$788K
inflow1718Crittenden County, KY2651$903K
inflow1718Other flows - South, DS2545$888K
outflow1718Crittenden County, KY2038$734K
outflow1617Other flows - West, DS
inflow1617Foreign - Other flows, FR
inflow1617Other flows - West, DS
outflow1617Other flows - Northeast, DS
inflow1617Other flows - Northeast, DS
inflow1617McCracken County, KY105221$4.3M
outflow1617McCracken County, KY89169$3.6M
outflow1617Marshall County, KY52101$1.7M
inflow1617Marshall County, KY4397$1.8M
inflow1617Other flows - Midwest, DS4178$2.1M
outflow1617Other flows - Midwest, DS3570$1.8M
inflow1617Other flows - South, DS3063$1.8M
outflow1617Other flows - South, DS2956$1.4M
inflow1617Crittenden County, KY2865$1.1M
outflow1617Crittenden County, KY2669$894K
inflow1516Other flows - Northeast, DS
inflow1516Other flows - West, DS
outflow1516Other flows - Northeast, DS
outflow1516Other flows - West, DS
outflow1516McCracken County, KY91201$3.7M
inflow1516McCracken County, KY71127$2.6M
outflow1516Marshall County, KY45107$1.8M
inflow1516Marshall County, KY4484$1.8M
inflow1516Other flows - South, DS3272$1.5M
outflow1516Other flows - Midwest, DS2953$796K
inflow1516Other flows - Midwest, DS2854$1.4M
outflow1516Other flows - South, DS2858$730K
inflow1516Crittenden County, KY2457$838K
inflow1415Other flows - West, DS
outflow1415Other flows - Northeast, DS
outflow1415Other flows - Midwest, DS
outflow1415Other flows - West, DS
inflow1415Other flows - Northeast, DS
inflow1415Other flows - South, DS
outflow1415McCracken County, KY67133$2.3M
inflow1415McCracken County, KY66124$2.3M
outflow1415Marshall County, KY4569$1.5M
inflow1415Other flows - Midwest, DS3463$1.5M
inflow1415Marshall County, KY3065$1.1M
outflow1415Other flows - South, DS2136$853K
outflow1415Crittenden County, KY2041$831K
inflow1314Other flows - West, DS
outflow1314Other flows - Northeast, DS
outflow1314Other flows - West, DS
outflow1314Foreign - Other flows, FR
inflow1314Other flows - Northeast, DS
inflow1314McCracken County, KY82158$2.4M
outflow1314McCracken County, KY72142$2.7M
outflow1314Marshall County, KY5093$1.8M
inflow1314Other flows - Midwest, DS3873$1.5M
inflow1314Marshall County, KY3466$961K
outflow1314Other flows - Midwest, DS3164$1.0M
outflow1314Other flows - South, DS2754$723K
inflow1314Crittenden County, KY2443$1.1M
outflow1314Crittenden County, KY2350$688K
inflow1314Other flows - South, DS2252$942K
outflow1213Other flows - West, DS
inflow1213Other flows - Northeast, DS
outflow1213McCracken County, KY97190$3.3M
inflow1213McCracken County, KY80148$2.5M
outflow1213Marshall County, KY43106$1.7M
inflow1213Marshall County, KY4180$1.2M
inflow1213Other flows - Midwest, DS4084$1.6M
outflow1213Other flows - South, DS3366$1.4M
inflow1213Other flows - South, DS2860$1.7M
inflow1213Crittenden County, KY2743$895K
outflow1213Other flows - Midwest, DS2349$650K
outflow1213Crittenden County, KY1845$756K
inflow1213Other flows - West, DS1328$568K
outflow1213Lyon County, KY1232$364K
outflow1213Graves County, KY1020$351K
outflow1112Other flows - Northeast, DS
outflow1112Other flows - West, DS
outflow1112Foreign - Other flows, FR
inflow1112Other flows - Northeast, DS
outflow1112McCracken County, KY90191$5.5M
inflow1112McCracken County, KY84167$2.8M
outflow1112Marshall County, KY45101$1.5M
inflow1112Marshall County, KY4484$1.2M
inflow1112Other flows - South, DS3574$1.6M
outflow1112Other flows - South, DS3177$1.2M
inflow1112Other flows - Midwest, DS2653$743K
outflow1112Crittenden County, KY2544$518K
inflow1112Crittenden County, KY2351$754K
outflow1112Other flows - Midwest, DS1933$642K
inflow1112Other flows - West, DS1624$592K

UAD APPRAISALS

FHFA Uniform Appraisal Dataset aggregates for Livingston County.

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

2023PurchaseNo CharacteristicAll Appraisals25.0
2023PurchaseNo CharacteristicAll Appraisals0.1
2023RefinanceNo CharacteristicAll Appraisals15.0
2023PurchaseNo CharacteristicAll Appraisals1.1
2023BothNo CharacteristicAll Appraisals40.0
2023PurchaseNo CharacteristicAll Appraisals0.9
2023PurchaseNo CharacteristicAll Appraisals0.9
2023RefinanceNo CharacteristicAll Appraisals168,000.0
2023BothNo CharacteristicAll Appraisals155,000.0
2023PurchaseNo CharacteristicAll Appraisals147,000.0
2023PurchaseNo CharacteristicAll Appraisals0.0
2022PurchaseNo CharacteristicAll Appraisals1.1
2022BothNo CharacteristicAll Appraisals156,500.0
2022PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals153,000.0
2022PurchaseNo CharacteristicAll Appraisals0.9
2022RefinanceNo CharacteristicAll Appraisals22.0
2022PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals0.8
2022RefinanceNo CharacteristicAll Appraisals195,000.0
2022BothNo CharacteristicAll Appraisals58.0
2022PurchaseNo CharacteristicAll Appraisals36.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021RefinanceNo CharacteristicAll Appraisals232,500.0
2021BothNo CharacteristicAll Appraisals83.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021PurchaseNo CharacteristicAll Appraisals55.0
2021PurchaseNo CharacteristicAll Appraisals0.1
2021RefinanceNo CharacteristicAll Appraisals28.0
2021PurchaseNo CharacteristicAll Appraisals0.0
2021BothNo CharacteristicAll Appraisals170,000.0
2021PurchaseNo CharacteristicAll Appraisals0.9
2021PurchaseNo CharacteristicAll Appraisals155,000.0
2020PurchaseNo CharacteristicAll Appraisals0.0
2020PurchaseNo CharacteristicAll Appraisals1.1
2020BothNo CharacteristicAll Appraisals87.0
2020PurchaseNo CharacteristicAll Appraisals40.0
2020PurchaseNo CharacteristicAll Appraisals0.9
2020BothNo CharacteristicAll Appraisals168,000.0
2020RefinanceNo CharacteristicAll Appraisals212,000.0
2020RefinanceNo CharacteristicAll Appraisals47.0
2020PurchaseNo CharacteristicAll Appraisals117,000.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020PurchaseNo CharacteristicAll Appraisals0.1
2019PurchaseNo CharacteristicAll Appraisals0.1
2019PurchaseNo CharacteristicAll Appraisals1.0
2019BothNo CharacteristicAll Appraisals145,000.0
2019PurchaseNo CharacteristicAll Appraisals27.0
2019PurchaseNo CharacteristicAll Appraisals0.1
2019PurchaseNo CharacteristicAll Appraisals1.0
2019RefinanceNo CharacteristicAll Appraisals157,800.0
2019BothNo CharacteristicAll Appraisals45.0
2019RefinanceNo CharacteristicAll Appraisals18.0
2019PurchaseNo CharacteristicAll Appraisals121,000.0
2019PurchaseNo CharacteristicAll Appraisals0.9
2018RefinanceNo CharacteristicAll Appraisals133,000.0
2018BothNo CharacteristicAll Appraisals50.0
2018PurchaseNo CharacteristicAll Appraisals20.0
2018RefinanceNo CharacteristicAll Appraisals30.0
2018BothNo CharacteristicAll Appraisals133,000.0
2018PurchaseNo CharacteristicAll Appraisals120,000.0
2018PurchaseNo CharacteristicAll Appraisals0.8
2018PurchaseNo CharacteristicAll Appraisals0.1
2018PurchaseNo CharacteristicAll Appraisals0.1
2018PurchaseNo CharacteristicAll Appraisals1.0
2018PurchaseNo CharacteristicAll Appraisals1.0
2017RefinanceNo CharacteristicAll Appraisals145,000.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals1.1
2017PurchaseNo CharacteristicAll Appraisals0.2
2017PurchaseNo CharacteristicAll Appraisals0.1
2017BothNo CharacteristicAll Appraisals63.0
2017PurchaseNo CharacteristicAll Appraisals35.0
2017PurchaseNo CharacteristicAll Appraisals135,000.0
2017RefinanceNo CharacteristicAll Appraisals28.0
2017PurchaseNo CharacteristicAll Appraisals0.8
2017BothNo CharacteristicAll Appraisals140,000.0
2016PurchaseNo CharacteristicAll Appraisals27.0
2016RefinanceNo CharacteristicAll Appraisals160,300.0
2016PurchaseNo CharacteristicAll Appraisals0.9
2016PurchaseNo CharacteristicAll Appraisals112,000.0
2016PurchaseNo CharacteristicAll Appraisals0.8
2016PurchaseNo CharacteristicAll Appraisals0.1
2016BothNo CharacteristicAll Appraisals129,000.0
2016PurchaseNo CharacteristicAll Appraisals1.1
2016PurchaseNo CharacteristicAll Appraisals0.1
2016BothNo CharacteristicAll Appraisals57.0
2016RefinanceNo CharacteristicAll Appraisals30.0
2015PurchaseNo CharacteristicAll Appraisals1.1
2015PurchaseNo CharacteristicAll Appraisals120,000.0
2015PurchaseNo CharacteristicAll Appraisals0.2
2015RefinanceNo CharacteristicAll Appraisals120,500.0
2015BothNo CharacteristicAll Appraisals47.0
2015RefinanceNo CharacteristicAll Appraisals32.0
2015PurchaseNo CharacteristicAll Appraisals0.1
2015PurchaseNo CharacteristicAll Appraisals0.7
2015PurchaseNo CharacteristicAll Appraisals15.0
2015BothNo CharacteristicAll Appraisals120,000.0
2015PurchaseNo CharacteristicAll Appraisals0.9
2014BothNo CharacteristicAll Appraisals141,000.0

ECONOMY & INCOME

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

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

BLS Local Area Unemployment

2026-053,9363,7222145.4%
2026-043,9133,7211924.9%
2026-033,9223,7162065.3%
2026-023,9323,6892436.2%
2026-013,9063,6962105.4%
2025-123,9513,7841674.2%
2025-113,9663,8031634.1%
2025-093,9363,7491874.8%
2025-083,9393,7651744.4%
2025-073,9563,7492075.2%
2025-063,9853,7802055.1%
2025-053,9453,7611844.7%
2025-043,9593,7701894.8%
2025-033,9613,7222396.0%
2025-023,9833,7132706.8%
2025-013,9933,7262676.7%
2024-123,9123,7191934.9%
2024-113,9193,7201995.1%
2024-103,9043,7071975.0%
2024-093,8813,6851965.1%
2024-083,9123,6992135.4%
2024-073,9093,6732366.0%
2024-063,9323,7102225.6%
2024-053,8793,6851945.0%
2024-043,8803,6881924.9%
2024-033,9003,6652356.0%
2024-023,8863,6332536.5%
2024-013,8773,6112666.9%
2023-123,8603,6731874.8%
2023-113,8693,6941754.5%
2023-103,8613,6931684.4%
2023-093,8423,6651774.6%
2023-083,8653,6921734.5%
2023-073,8653,6811844.8%
2023-063,9043,7042005.1%
2023-053,8873,7111764.5%
2023-043,8953,7331624.2%
2023-033,8923,6882045.2%
2023-023,8843,6682165.6%
2023-013,8773,6592185.6%
2022-123,8613,6971644.2%
2022-113,8473,6901574.1%
2022-103,8483,6891594.1%
2022-093,8443,6891554.0%
2022-083,8703,6991714.4%
2022-073,8653,6841814.7%
2022-063,9163,7271894.8%
2022-053,8983,7421564.0%
2022-043,9003,7401604.1%
2022-033,9253,7242015.1%
2022-023,9203,6922285.8%
2022-013,8973,6802175.6%
2021-123,8623,7021604.1%
2021-113,8793,7191604.1%
2021-103,8543,6711834.7%
2021-093,8293,6381915.0%
2021-083,8253,6371884.9%
2021-073,8543,6382165.6%
2021-063,8683,6442245.8%
2021-053,8383,6571814.7%
2021-043,8573,6731844.8%
2021-033,8413,5932486.5%
2021-023,8133,5242897.6%
2021-013,7993,5442556.7%
2020-123,7113,4862256.1%
2020-113,6853,5151704.6%
2020-103,7053,5351704.6%
2020-093,6863,5021845.0%
2020-083,6793,5001794.9%
2020-073,6533,4262276.2%
2020-063,5673,3642035.7%
2020-053,7093,23947012.7%
2020-043,6433,08655715.3%
2020-033,7953,5482476.5%
2020-023,8263,5942326.1%
2020-013,7983,5812175.7%
2019-123,8973,7261714.4%
2019-113,8673,7181493.9%
2019-103,8803,7321483.8%
2019-093,8663,7211453.8%
2019-083,8773,7071704.4%
2019-073,9283,7321965.0%
2019-063,9263,7351914.9%
2019-053,9123,7311814.6%
2019-043,9083,7261824.7%
2019-033,9593,7092506.3%
2019-023,9493,6652847.2%
2019-013,9413,6442977.5%
2018-123,9213,7102115.4%
2018-113,9043,7211834.7%
2018-103,8853,7101754.5%
2018-093,8723,6881844.8%
2018-083,8843,6891955.0%
2018-073,9913,7512406.0%
2018-064,0503,7782726.7%
2018-054,0013,7602416.0%
2018-044,0343,7752596.4%
2018-034,0193,7242957.3%
2018-024,0083,6963127.8%
2018-013,9913,6863057.6%

BEA Personal Income

2024$461.6M8,815$52K
2023$442.1M8,889$50K
2022$412.9M8,960$46K
2021$418.9M8,981$47K
2020$389.3M8,872$44K
2019$354.3M8,990$39K
2018$338.8M9,082$37K
2017$330.8M9,126$36K
2016$325.2M9,093$36K
2015$321.7M9,201$35K
2014$314.6M9,257$34K
2013$316.8M9,278$34K
2012$309.5M9,400$33K
2011$305.6M9,483$32K
2010$295.3M9,516$31K
2009$288.6M9,476$30K
2008$284.9M9,458$30K
2007$270.7M9,508$28K
2006$261.8M9,594$27K
2005$253.7M9,650$26K
2004$236.6M9,589$25K
2003$227.3M9,656$24K
2002$220.9M9,742$23K
2001$217.7M9,795$22K
2000$208.8M9,811$21K
1999$196.8M9,745$20K
1998$190.7M9,675$20K
1997$188.0M9,587$20K
1996$176.9M9,370$19K
1995$167.6M9,478$18K
1994$160.6M9,342$17K
1993$155.2M9,227$17K
1992$146.4M9,212$16K
1991$15K

NFIP FLOOD CLAIMS

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

FEMA NFIP redacted claims (nfip_claim, county_code)

2025-04-05$114K$39K$75KYes
2019-03-04$3K$3K$0No
2019-03-01$44K$44K$0Yes
2019-02-26$19K$19K$0Yes
2019-02-25$6K$6K$0Yes
2019-02-24$70K$70K$0Yes
2019-02-23$923.12$923.12$0No
2018-02-28$4K$4K$0No
2018-02-22$11K$11K$0No
2011-05-10$8K$8K$0No
2011-05-05$4K$4K$0Yes
2011-05-03$4K$3K$745.61No
2011-05-02$129K$105K$24KNo
2011-05-02$5K$5K$0Yes
2011-05-02$9K$9K$0No
2011-05-02$29K$27K$1KYes
2011-05-01$35K$35K$0Yes
2011-04-30$1K$1K$0No
2011-04-27$0Yes
2005-02-01$0Yes
2005-01-14$630.71$630.71$0Yes
1984-05-15$259.35$259.35$0No
1983-05-23$791.37$0$791.37No
1979-03-07$1K$1K$0No

ALSO CHECKED

19 more data areas were checked for Livingston 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

  • NONE HERE
    Building permits

    the Census permits survey publishes no county series for this FIPS

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

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 LIVINGSTON COUNTYOpens the loan explorer already filtered to county FIPS 21139.

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.