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State markets/Kentucky/Bracken County

COUNTY MORTGAGE MARKET · FIPS 21023

Bracken County, Kentucky

Who lends in Bracken 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

$28.4M

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

Originations · 2025

182

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

Denial rate · 2025

25.9%

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

Lenders active · 2025

75

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

Concentration (HHI)

471

unconcentrated

Top-5 lender share

40.3%

of originations

Purchase

63.2%

86 loans

Refinance

36.8%

50 loans

Origination trend

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

Lenders in Bracken 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 Bracken 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 BRACKEN COUNTY

TOP TEN LENDERS IN BRACKEN 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.

33$3.2M$3.2M originated in Bracken County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
7$2.4M$2.4M originated in Bracken County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
17$2.4M$2.4M originated in Bracken County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
7$2.1M$2.1M originated in Bracken County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
7$1.4M$1.4M originated in Bracken County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
15$1.3M$1.3M originated in Bracken County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
3$1.2M$1.2M originated in Bracken County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
4$1.0M$1.0M originated in Bracken County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
5$875K$875K originated in Bracken County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
5$855K$855K originated in Bracken 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 Bracken County

All 7 ZIP Code Tabulation Areas that touch Bracken 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
11 of the 3 Bracken County tracts this ZIP area touches sit mostly inside it.4,1434.6%1,199OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 2 Bracken County tracts this ZIP area touches sit mostly inside it.2,4646.4%752OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 2 Bracken County tracts this ZIP area touches sit mostly inside it.1,7934.8%475OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
0This ZIP area clips 1 tract of Bracken 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 Bracken 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 Bracken 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 Bracken 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 Bracken 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 Bracken 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
Middle101.9%2,4646.4%OPEN →
Moderate78.5%1,7934.8%OPEN →
Middle82.8%4,1434.6%OPEN →
Middle86.3%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

8,444

Median household income

$66,319

Median home value

$125,000

Median gross rent

$756

per month

Owner-occupied

78.5%

of occupied units

Housing units

3,860

12.8% vacant

Poverty rate

19.5%

Unemployment

4.8%

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 12.0

Social vulnerability

Relatively Low

Community resilience

Relatively Moderate

Federal disaster history

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

Months with an active declaration

67

Declarations recorded

18

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

Everything we hold on Bracken 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 Bracken County.

HMDA loan-level (hmda_loan_wide, county_code)

Open the loan explorer for Bracken CountyEvery reported application and origination in FIPS 21023, filterable on rate, amount, income, purpose and action taken. Loan-level tier.

VA

VA-guaranteed lending in Bracken 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

10

Purchase share

50.0%

5 loans

IRRRL refinances

5

Cash-out refinances

0

202610550
202518945
202411407
20239603
2022422
202111083
2020185112
2019141121
20189603
201714437
20168323
20156222

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 Bracken County, showing population movement and wealth transfer.

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

inflow2223Other flows - Northeast, DS
inflow2223Foreign - Other flows, FR
outflow2223Other flows - Northeast, DS
inflow2223Other flows - West, DS
outflow2223Other flows - South, DS
outflow2223Other flows - West, DS
outflow2223Foreign - Other flows, FR
inflow2223Other flows - South, DS
outflow2223Mason County, KY4793$2.1M
inflow2223Other flows - Midwest, DS4382$1.9M
outflow2223Campbell County, KY3651$1.9M
inflow2223Mason County, KY3077$1.2M
outflow2223Other flows - Midwest, DS2751$1.5M
inflow2223Campbell County, KY2139$1.2M
inflow2223Kenton County, KY2048$1.0M
outflow2122Other flows - West, DS
outflow2122Other flows - Northeast, DS
outflow2122Other flows - South, DS
inflow2122Other flows - Northeast, DS
inflow2122Other flows - South, DS
inflow2122Other flows - West, DS
outflow2122Mason County, KY4597$1.9M
inflow2122Mason County, KY4483$1.7M
outflow2122Other flows - Midwest, DS3865$1.2M
inflow2122Other flows - Midwest, DS3663$1.3M
inflow2122Campbell County, KY3459$1.9M
outflow2122Campbell County, KY2646$1.4M
outflow2021Other flows - South, DS
inflow2021Other flows - South, DS
inflow2021Other flows - West, DS
outflow2021Other flows - Northeast, DS
outflow2021Other flows - West, DS
inflow2021Other flows - Northeast, DS
outflow2021Mason County, KY4781$1.9M
inflow2021Mason County, KY43107$2.0M
inflow2021Other flows - Midwest, DS4289$1.9M
inflow2021Campbell County, KY2744$1.4M
outflow2021Other flows - Midwest, DS2748$764K
outflow2021Campbell County, KY2355$1.3M
inflow2021Pendleton County, KY2143$984K
outflow1920Other flows - South, DS
inflow1920Other flows - Northeast, DS
inflow1920Other flows - South, DS
outflow1920Other flows - West, DS
inflow1920Other flows - West, DS
outflow1920Mason County, KY4898$1.7M
inflow1920Mason County, KY4491$1.3M
inflow1920Other flows - Midwest, DS3067$1.7M
inflow1920Campbell County, KY3055$1.4M
outflow1920Other flows - Midwest, DS2859$832K
inflow1920Pendleton County, KY2463$1.1M
outflow1920Campbell County, KY2139$770K
inflow1819Other flows - South, DS
outflow1819Other flows - West, DS
outflow1819Foreign - Other flows, FR
outflow1819Other flows - Northeast, DS
inflow1819Other flows - West, DS
outflow1819Mason County, KY56117$2.2M
inflow1819Mason County, KY4485$1.7M
inflow1819Campbell County, KY3262$1.6M
inflow1819Other flows - Midwest, DS2965$1.3M
outflow1819Other flows - Midwest, DS2754$914K
outflow1819Other flows - South, DS2036$1.0M
inflow1718Other flows - West, DS
outflow1718Other flows - Midwest, DS
outflow1718Other flows - South, DS
outflow1718Other flows - West, DS
inflow1718Other flows - Northeast, DS
inflow1718Mason County, KY47103$1.6M
inflow1718Other flows - Midwest, DS3988$1.7M
outflow1718Mason County, KY3769$1.3M
inflow1718Pendleton County, KY2557$1.0M
outflow1718Kenton County, KY2330$759K
inflow1718Campbell County, KY2338$1.0M
inflow1718Kenton County, KY2046$725K
inflow1718Other flows - South, DS2037$921K
inflow1617Other flows - South, DS
outflow1617Other flows - West, DS
inflow1617Other flows - Northeast, DS
outflow1617Other flows - Northeast, DS
inflow1617Other flows - West, DS
outflow1617Other flows - South, DS
outflow1617Mason County, KY67142$2.0M
inflow1617Mason County, KY47105$1.4M
inflow1617Other flows - Midwest, DS3668$1.5M
outflow1617Campbell County, KY2954$1.1M
outflow1617Other flows - Midwest, DS2952$1.2M
inflow1617Kenton County, KY2135$996K
inflow1516Other flows - South, DS
outflow1516Other flows - South, DS
outflow1516Other flows - West, DS
outflow1516Other flows - Northeast, DS
inflow1516Other flows - West, DS
inflow1516Other flows - Northeast, DS
outflow1516Mason County, KY49106$1.6M
inflow1516Mason County, KY3579$1.3M
inflow1516Other flows - Midwest, DS3271$1.3M
inflow1516Campbell County, KY2964$1.0M
outflow1516Other flows - Midwest, DS2555$1.2M
outflow1516Campbell County, KY2548$1.1M
inflow1516Kenton County, KY2144$389K
inflow1415Other flows - West, DS
outflow1415Other flows - Midwest, DS
outflow1415Other flows - South, DS
outflow1415Other flows - West, DS
inflow1415Other flows - Northeast, DS
inflow1415Other flows - South, DS
outflow1415Mason County, KY43111$1.3M
outflow1415Pendleton County, KY4186$2.5M
outflow1415Campbell County, KY3051$790K
inflow1415Mason County, KY2969$990K
inflow1415Other flows - Midwest, DS2460$566K
inflow1415Campbell County, KY2344$867K
inflow1314Other flows - West, DS
outflow1314Other flows - Northeast, DS
outflow1314Other flows - South, DS
outflow1314Other flows - West, DS
inflow1314Other flows - South, DS
inflow1314Mason County, KY41107$1.2M
inflow1314Other flows - Midwest, DS4078$1.7M
outflow1314Mason County, KY2967$827K
inflow1314Campbell County, KY2949$764K
outflow1314Other flows - Midwest, DS2755$804K
outflow1314Campbell County, KY2548$904K
outflow1213Foreign - Other flows, FR
outflow1213Other flows - West, DS
inflow1213Other flows - Northeast, DS
inflow1213Other flows - West, DS
inflow1213Foreign - Other flows, FR
inflow1213Mason County, KY44118$1.2M
inflow1213Other flows - Midwest, DS3758$931K
outflow1213Mason County, KY3578$1.0M
outflow1213Campbell County, KY3576$1.5M
outflow1213Pendleton County, KY2875$1.1M
inflow1213Campbell County, KY2752$690K
outflow1213Kenton County, KY2141$659K
inflow1213Kenton County, KY2041$493K
outflow1213Other flows - Midwest, DS1843$557K
outflow1213Other flows - South, DS1635$679K
inflow1213Pendleton County, KY1539$581K
inflow1213Other flows - South, DS1542$536K
inflow1112Other flows - Northeast, DS
inflow1112Other flows - West, DS
outflow1112Other flows - West, DS
outflow1112Foreign - Other flows, FR
outflow1112Mason County, KY61140$1.7M
inflow1112Mason County, KY52125$1.7M
inflow1112Other flows - Midwest, DS2953$687K
inflow1112Campbell County, KY2955$765K
outflow1112Robertson County, KY2761$976K
outflow1112Other flows - Midwest, DS2667$819K
outflow1112Other flows - South, DS2445$3.1M
outflow1112Pendleton County, KY2359$1.0M
outflow1112Campbell County, KY2237$695K
inflow1112Pendleton County, KY2241$827K
inflow1112Robertson County, KY1946$363K
outflow1112Kenton County, KY1933$585K
inflow1112Kenton County, KY1748$1.4M
inflow1112Other flows - South, DS1729$578K
inflow1112Hamilton County, OH1424$531K

UAD APPRAISALS

FHFA Uniform Appraisal Dataset aggregates for Bracken County.

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

2023PurchaseNo CharacteristicAll Appraisals22.0
2023PurchaseNo CharacteristicAll Appraisals0.2
2023RefinanceNo CharacteristicAll Appraisals16.0
2023PurchaseNo CharacteristicAll Appraisals1.1
2023BothNo CharacteristicAll Appraisals38.0
2023PurchaseNo CharacteristicAll Appraisals0.8
2023PurchaseNo CharacteristicAll Appraisals1.0
2023RefinanceNo CharacteristicAll Appraisals245,000.0
2023BothNo CharacteristicAll Appraisals210,000.0
2023PurchaseNo CharacteristicAll Appraisals200,000.0
2023PurchaseNo CharacteristicAll Appraisals0.0
2022PurchaseNo CharacteristicAll Appraisals1.1
2022BothNo CharacteristicAll Appraisals166,500.0
2022PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals170,000.0
2022PurchaseNo CharacteristicAll Appraisals0.9
2022RefinanceNo CharacteristicAll Appraisals26.0
2022PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals0.8
2022RefinanceNo CharacteristicAll Appraisals153,500.0
2022BothNo CharacteristicAll Appraisals54.0
2022PurchaseNo CharacteristicAll Appraisals28.0
2021PurchaseNo CharacteristicAll Appraisals1.1
2021RefinanceNo CharacteristicAll Appraisals232,500.0
2021BothNo CharacteristicAll Appraisals87.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021PurchaseNo CharacteristicAll Appraisals43.0
2021PurchaseNo CharacteristicAll Appraisals0.4
2021RefinanceNo CharacteristicAll Appraisals44.0
2021PurchaseNo CharacteristicAll Appraisals0.0
2021BothNo CharacteristicAll Appraisals205,000.0
2021PurchaseNo CharacteristicAll Appraisals0.6
2021PurchaseNo CharacteristicAll Appraisals180,000.0
2020PurchaseNo CharacteristicAll Appraisals0.1
2020PurchaseNo CharacteristicAll Appraisals1.0
2020BothNo CharacteristicAll Appraisals66.0
2020PurchaseNo CharacteristicAll Appraisals32.0
2020PurchaseNo CharacteristicAll Appraisals0.6
2020BothNo CharacteristicAll Appraisals175,500.0
2020RefinanceNo CharacteristicAll Appraisals210,000.0
2020RefinanceNo CharacteristicAll Appraisals34.0
2020PurchaseNo CharacteristicAll Appraisals148,000.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020PurchaseNo CharacteristicAll Appraisals0.3
2019PurchaseNo CharacteristicAll Appraisals0.0
2019PurchaseNo CharacteristicAll Appraisals1.0
2019BothNo CharacteristicAll Appraisals161,800.0
2019PurchaseNo CharacteristicAll Appraisals26.0
2019PurchaseNo CharacteristicAll Appraisals0.3
2019PurchaseNo CharacteristicAll Appraisals1.0
2019RefinanceNo CharacteristicAll Appraisals200,000.0
2019BothNo CharacteristicAll Appraisals52.0
2019RefinanceNo CharacteristicAll Appraisals26.0
2019PurchaseNo CharacteristicAll Appraisals139,500.0
2019PurchaseNo CharacteristicAll Appraisals0.7
2018RefinanceNo CharacteristicAll Appraisals202,000.0
2018BothNo CharacteristicAll Appraisals36.0
2018PurchaseNo CharacteristicAll Appraisals18.0
2018RefinanceNo CharacteristicAll Appraisals18.0
2018BothNo CharacteristicAll Appraisals157,500.0
2018PurchaseNo CharacteristicAll Appraisals117,500.0
2018PurchaseNo CharacteristicAll Appraisals0.5
2018PurchaseNo CharacteristicAll Appraisals0.1
2018PurchaseNo CharacteristicAll Appraisals0.4
2018PurchaseNo CharacteristicAll Appraisals1.0
2018PurchaseNo CharacteristicAll Appraisals1.0
2017RefinanceNo CharacteristicAll Appraisals181,000.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals0.1
2017PurchaseNo CharacteristicAll Appraisals0.1
2017BothNo CharacteristicAll Appraisals35.0
2017PurchaseNo CharacteristicAll Appraisals21.0
2017PurchaseNo CharacteristicAll Appraisals155,000.0
2017RefinanceNo CharacteristicAll Appraisals14.0
2017PurchaseNo CharacteristicAll Appraisals0.8
2017BothNo CharacteristicAll Appraisals175,000.0
2016PurchaseNo CharacteristicAll Appraisals23.0
2016RefinanceNo CharacteristicAll Appraisals205,000.0
2016PurchaseNo CharacteristicAll Appraisals1.0
2016PurchaseNo CharacteristicAll Appraisals137,000.0
2016PurchaseNo CharacteristicAll Appraisals0.8
2016PurchaseNo CharacteristicAll Appraisals0.0
2016BothNo CharacteristicAll Appraisals161,000.0
2016PurchaseNo CharacteristicAll Appraisals1.0
2016PurchaseNo CharacteristicAll Appraisals0.1
2016BothNo CharacteristicAll Appraisals42.0
2016RefinanceNo CharacteristicAll Appraisals19.0
2015PurchaseNo CharacteristicAll Appraisals1.1
2015PurchaseNo CharacteristicAll Appraisals121,500.0
2015PurchaseNo CharacteristicAll Appraisals0.2
2015RefinanceNo CharacteristicAll Appraisals157,500.0
2015BothNo CharacteristicAll Appraisals36.0
2015RefinanceNo CharacteristicAll Appraisals20.0
2015PurchaseNo CharacteristicAll Appraisals0.0
2015PurchaseNo CharacteristicAll Appraisals0.8
2015PurchaseNo CharacteristicAll Appraisals16.0
2015BothNo CharacteristicAll Appraisals135,000.0
2015PurchaseNo CharacteristicAll Appraisals0.9
2014BothNo CharacteristicAll Appraisals142,500.0

ECONOMY & INCOME

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

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

BLS Local Area Unemployment

2026-053,8323,6571754.6%
2026-043,7903,6361544.1%
2026-033,8343,6282065.4%
2026-023,8493,6012486.4%
2026-013,8133,5942195.7%
2025-123,8563,6851714.4%
2025-113,8453,6881574.1%
2025-093,8593,6751844.8%
2025-083,8633,6791844.8%
2025-073,8893,6702195.6%
2025-063,8923,6762165.5%
2025-053,8643,6771874.8%
2025-043,8803,6821985.1%
2025-033,8793,6322476.4%
2025-023,8993,6172827.2%
2025-013,9203,6143067.8%
2024-123,8683,6422265.8%
2024-113,8233,6321915.0%
2024-103,8473,6561915.0%
2024-093,8203,6241965.1%
2024-083,8373,6262115.5%
2024-073,8673,6252426.3%
2024-063,8333,6142195.7%
2024-053,8073,6022055.4%
2024-043,7943,6021925.1%
2024-033,8293,5672626.8%
2024-023,8163,5392777.3%
2024-013,7963,5362606.8%
2023-123,7243,5601644.4%
2023-113,7243,5791453.9%
2023-103,7373,5871504.0%
2023-093,7343,5751594.3%
2023-083,7783,6021764.7%
2023-073,7833,6061774.7%
2023-063,7833,6061774.7%
2023-053,7613,6041574.2%
2023-043,7713,6131584.2%
2023-033,8233,5912326.1%
2023-023,8083,5662426.4%
2023-013,8003,5622386.3%
2022-123,7613,6041574.2%
2022-113,7403,5981423.8%
2022-103,7633,6201433.8%
2022-093,7593,6191403.7%
2022-083,8013,6491524.0%
2022-073,8073,6421654.3%
2022-063,8163,6481684.4%
2022-053,7923,6571353.6%
2022-043,7943,6551393.7%
2022-033,8353,6352005.2%
2022-023,8593,6142456.3%
2022-013,8253,6032225.8%
2021-123,7803,6461343.5%
2021-113,7783,6541243.3%
2021-103,7693,6281413.7%
2021-093,7503,5921584.2%
2021-083,7563,5991574.2%
2021-073,7833,5991844.9%
2021-063,7603,5711895.0%
2021-053,7293,5791504.0%
2021-043,7253,5801453.9%
2021-033,7403,5312095.6%
2021-023,7453,5152306.1%
2021-013,7233,5072165.8%
2020-123,6773,5011764.8%
2020-113,6513,5091423.9%
2020-103,6543,5151393.8%
2020-093,6243,4681564.3%
2020-083,6293,4731564.3%
2020-073,6013,4071945.4%
2020-063,5563,3891674.7%
2020-053,6743,29338110.4%
2020-043,6223,13848413.4%
2020-033,8213,5792426.3%
2020-023,8563,6222346.1%
2020-013,8503,6152356.1%
2019-123,8553,6991564.0%
2019-113,8353,6971383.6%
2019-103,8493,7101393.6%
2019-093,8113,6751363.6%
2019-083,8293,6751544.0%
2019-073,8893,7041854.8%
2019-063,8773,6931844.7%
2019-053,8373,6641734.5%
2019-043,8133,6501634.3%
2019-033,8453,6212245.8%
2019-023,8423,5922506.5%
2019-013,8313,5782536.6%
2018-123,7763,6141624.3%
2018-113,7623,6241383.7%
2018-103,7643,6181463.9%
2018-093,7473,5951524.1%
2018-083,7713,6121594.2%
2018-073,8623,6741884.9%
2018-063,8693,6622075.4%
2018-053,7863,6231634.3%
2018-043,7803,6201604.2%
2018-033,8023,5862165.7%
2018-023,7903,5582326.1%
2018-013,7973,5422556.7%

BEA Personal Income

2024$418.3M8,497$49K
2023$388.1M8,435$46K
2022$376.8M8,436$45K
2021$385.5M8,445$46K
2020$349.5M8,405$42K
2019$318.9M8,409$38K
2018$303.6M8,343$36K
2017$291.1M8,346$35K
2016$281.6M8,419$33K
2015$272.6M8,337$33K
2014$265.7M8,398$32K
2013$259.5M8,453$31K
2012$256.5M8,483$30K
2011$257.0M8,522$30K
2010$248.2M8,515$29K
2009$254.0M8,473$30K
2008$243.0M8,471$29K
2007$243.3M8,468$29K
2006$235.3M8,484$28K
2005$222.5M8,533$26K
2004$214.2M8,592$25K
2003$199.8M8,387$24K
2002$190.9M8,408$23K
2001$189.3M8,334$23K
2000$183.2M8,267$22K
1999$164.4M8,291$20K
1998$158.6M8,278$19K
1997$152.4M8,230$19K
1996$139.2M8,153$17K
1995$127.0M8,069$16K
1994$122.6M8,062$15K
1993$113.9M8,078$14K
1992$111.6M8,000$14K
1991$13K

NFIP FLOOD CLAIMS

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

FEMA NFIP redacted claims (nfip_claim, county_code)

2025-04-07$3K$3K$0Yes
2025-04-07$16K$16K$0Yes
2025-04-07$16K$16K$0No
2025-04-06$0$0$0Yes
2025-04-06$0Yes
2025-04-06$4K$4K$0Yes
2025-04-03$0$0$0Yes
2018-02-25$4K$4K$0Yes
2018-02-20$2K$2K$0No
2017-07-22$0No
2017-07-15$5K$4K$1KYes
2015-03-12$911.15$911.15$0No
2012-08-05$55K$46K$9KYes
2011-03-15$3K$3K$0Yes
2011-03-10$14K$14K$0No
2011-03-09$0Yes
2005-01-10$17K$17K$0Yes
2005-01-08$17K$17K$0No
1997-03-05$25K$25K$0Yes
1997-03-04$11K$11K$0No
1997-03-04$23K$23K$0No
1997-03-04$38K$38K$0No
1997-03-04$29K$29K$0Yes
1997-03-04$51K$51K$0Yes
1997-03-04$51K$47K$4KNo
1997-03-04$2K$2K$0No
1997-03-04$50K$39K$11KYes
1997-03-03$3K$3K$0No
1997-03-03$0No
1997-03-03$63K$63K$0No
1997-03-03$15K$15K$0Yes
1997-03-03$1K$1K$0No
1997-03-03$46K$39K$7KNo
1997-03-03$22K$20K$2KNo
1997-03-03$426.29$426.29$0No
1997-03-03$60K$51K$8KNo
1997-03-03$6K$6K$0No
1997-03-03$75K$75K$0Yes
1997-03-03$73K$64K$10KNo
1997-03-03$15K$15K$0No
1997-03-03$47K$47K$0No
1997-03-03$31K$31K$0No
1997-03-02$29K$29K$500No
1997-03-02$8K$8K$0Yes
1997-03-02$25K$25K$0No
1997-03-02$14K$14K$0No
1997-03-02$20K$20K$0Yes
1997-03-02$11K$11K$0Yes
1997-03-02$9K$9K$0Yes
1997-03-02$12K$12K$0No
1997-03-02$25K$25K$0No
1997-03-02$23K$23K$0No
1997-03-02$7K$7K$0No
1997-03-02$12K$12K$0No
1997-03-02$8K$8K$0Yes
1997-03-02$8K$8K$0No
1997-03-02$4K$4K$0No
1997-03-02$750$750$0No
1997-03-02$24K$24K$0No
1997-03-02$7K$7K$0No
1997-03-02$30K$30K$0No
1997-03-02$45K$45K$0No
1997-03-02$30K$30K$0No
1997-03-02$9K$9K$0No
1997-03-02$30K$30K$0No
1997-03-02$19K$19K$0No
1997-03-02$22K$22K$0No
1997-03-02$5K$5K$0No
1997-03-02$8K$8K$0Yes
1997-03-02$14K$14K$0No
1997-03-02$750$750$0No
1997-03-02$9K$9K$0No
1997-03-02$20K$20K$0No
1997-03-02$45K$45K$0No
1997-03-02$3K$3K$0No
1997-03-01$40K$40K$0Yes
1997-03-01$42K$42K$0No
1997-03-01$20K$20K$0No
1997-03-01$0No
1997-03-01$21K$11K$10KYes
1997-03-01$10K$10K$0Yes
1997-03-01$35K$35K$0No
1997-03-01$7K$7K$0Yes
1997-03-01$33K$28K$5KNo
1997-03-01$10K$10K$0Yes
1997-03-01$53K$51K$1KYes
1997-03-01$25K$25K$0Yes
1997-03-01$9K$9K$0No
1997-03-01$77K$71K$6KNo
1997-03-01$89K$73K$16KNo
1997-03-01$18K$18K$0No
1997-01-01$0No
1996-01-21$2K$2K$0No
1982-06-08$356.57$356.57$0No
1979-07-25$6K$6K$0No
1979-03-01$352.32$352.32$0No
1979-02-28$492.29$492.29$0No
1979-02-28$1K$1K$0No
1979-02-26$2K$2K$129.2No
1979-02-26$779.7$779.7$0No

ALSO CHECKED

19 more data areas were checked for Bracken 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 BRACKEN COUNTYOpens the loan explorer already filtered to county FIPS 21023.

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.