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State markets/Missouri/Ray County

COUNTY MORTGAGE MARKET · FIPS 29177

Ray County, Missouri

Who lends in Ray 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

$123.0M

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

Originations · 2025

587

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

Denial rate · 2025

15.7%

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

Lenders active · 2025

148

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

Concentration (HHI)

301

unconcentrated

Top-5 lender share

29.4%

of originations

Purchase

62.6%

317 loans

Refinance

37.4%

189 loans

Origination trend

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

Lenders in Ray 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 Ray 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 RAY COUNTY

TOP TEN LENDERS IN RAY 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.

56$13.1M$13.1M originated in Ray County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
40$7.0M$7.0M originated in Ray County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
33$6.3M$6.3M originated in Ray County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
27$5.4M$5.4M originated in Ray County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
27$4.3M$4.3M originated in Ray County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
17$3.9M$3.9M originated in Ray County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
16$3.8M$3.8M originated in Ray County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
16$3.5M$3.5M originated in Ray County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
11$3.2M$3.2M originated in Ray County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
7$3.0M$3.0M originated in Ray 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 Ray County

All 12 ZIP Code Tabulation Areas that touch Ray 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.
12 OF 12 ZIP AREASEVERY ZIP AREA TOUCHING THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
33 of the 5 Ray County tracts this ZIP area touches sit mostly inside it.9,82110.4%2,602TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
11 of the 2 Ray County tracts this ZIP area touches sit mostly inside it.5,9189.0%1,966OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 3 Ray County tracts this ZIP area touches sit mostly inside it.4,8959.6%1,433OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 3 Ray County tracts this ZIP area touches sit mostly inside it.2,5249.6%820OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
0This ZIP area clips 2 tracts of Ray 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 Ray 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 Ray 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 Ray 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 Ray 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 Ray 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 Ray 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 Ray 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.

6 of Ray County’s 7 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 Ray County

All 7 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.

7 OF 7 TRACTSEVERY TRACT IN THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
Middle84.2%2,5249.6%OPEN →
Middle95.1%4,8959.6%OPEN →
Middle81.0%3,1805.0%OPEN →
Middle88.6%3,35813.8%OPEN →
Moderate78.6%3,28312.2%OPEN →
Middle97.1%5,9189.0%OPEN →
Middle87.6%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

23,145

Median household income

$74,573

Median home value

$198,800

Median gross rent

$782

per month

Owner-occupied

77.3%

of occupied units

Housing units

9,931

8.2% vacant

Poverty rate

12.6%

Unemployment

3.4%

Natural-hazard exposure

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

Overall risk

Relatively Low

score 44.4

Social vulnerability

Relatively Moderate

Community resilience

Relatively 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

97

Declarations recorded

33

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

Everything we hold on Ray 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 Ray County.

HMDA loan-level (hmda_loan_wide, county_code)

Open the loan explorer for Ray CountyEvery reported application and origination in FIPS 29177, filterable on rate, amount, income, purpose and action taken. Loan-level tier.

VA

VA-guaranteed lending in Ray 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

48

Purchase share

37.5%

18 loans

IRRRL refinances

20

Cash-out refinances

10

202648182010
202551201417
2024302253
20234127113
2022361016
202193285114
202093314814
20194127410
20183421211
20174420618
20164528107
201538151112

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 Ray 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

Ray 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

64

−3.0% vs 2024

Multifamily · 2025

2

−50.0% vs 2024

Total authorized · 2025

66

−5.7% vs 2024

Permit valuation · 2025

$18.5M

authorized construction value

Units authorized by year

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

UNITS · SF IN TOOLTIP
050100150200199019921994199619982000200220042006200820102012201420162018202020222024202566 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 Ray County, showing population movement and wealth transfer.

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

inflow2223Other flows - Northeast, DS
outflow2223Other flows - Northeast, DS
outflow2223Foreign - Other flows, FR
inflow2223Foreign - Other flows, FR
inflow2223Clay County, MO245528$14.2M
outflow2223Clay County, MO235434$12.1M
outflow2223Jackson County, MO96152$4.1M
inflow2223Jackson County, MO95170$5.3M
inflow2223Other flows - Midwest, DS54108$3.6M
outflow2223Other flows - South, DS4179$2.2M
outflow2223Lafayette County, MO4173$1.5M
outflow2223Other flows - Midwest, DS4070$2.4M
inflow2223Lafayette County, MO3968$1.5M
inflow2223Other flows - South, DS3459$2.0M
outflow2223Other flows - West, DS3248$1.6M
outflow2223Clinton County, MO3255$1.6M
inflow2223Other flows - West, DS2653$1.4M
outflow2223Platte County, MO2544$1.2M
outflow2223Carroll County, MO2545$761K
outflow2223Caldwell County, MO2544$1.4M
inflow2223Clinton County, MO2137$1.5M
outflow2122Other flows - Northeast, DS
inflow2122Other flows - Northeast, DS
outflow2122Foreign - Other flows, FR
outflow2122Other flows - West, DS
inflow2122Clay County, MO260514$14.7M
outflow2122Clay County, MO219409$10.9M
inflow2122Jackson County, MO106195$5.0M
outflow2122Jackson County, MO71114$3.2M
outflow2122Other flows - Midwest, DS62100$2.8M
inflow2122Other flows - Midwest, DS57106$4.2M
inflow2122Lafayette County, MO5096$3.3M
outflow2122Lafayette County, MO5092$1.9M
inflow2122Platte County, MO4589$3.0M
inflow2122Other flows - West, DS4292$2.7M
inflow2122Other flows - South, DS4270$2.7M
outflow2122Other flows - South, DS4177$3.3M
outflow2122Platte County, MO2547$1.4M
outflow2122Clinton County, MO2553$2.0M
inflow2122Clinton County, MO2338$1.3M
inflow2122Caldwell County, MO2248$870K
inflow2021Other flows - Northeast, DS
inflow2021Foreign - Other flows, FR
outflow2021Other flows - West, DS
outflow2021Other flows - Northeast, DS
inflow2021Clay County, MO270556$14.8M
outflow2021Clay County, MO243495$12.5M
inflow2021Jackson County, MO98217$5.9M
outflow2021Jackson County, MO79148$3.0M
outflow2021Other flows - Midwest, DS68103$2.6M
inflow2021Other flows - Midwest, DS52107$2.8M
inflow2021Other flows - South, DS4483$2.2M
outflow2021Other flows - South, DS4164$1.6M
inflow2021Other flows - West, DS4183$2.2M
outflow2021Lafayette County, MO3265$959K
outflow2021Platte County, MO2854$1.0M
inflow2021Platte County, MO2548$1.4M
inflow2021Clinton County, MO2463$1.9M
inflow2021Lafayette County, MO2444$922K
inflow2021Johnson County, KS2344$1.4M
outflow2021Clinton County, MO2251$1.2M
inflow2021Caldwell County, MO2038$742K
outflow2021Caldwell County, MO2038$873K
outflow2021Carroll County, MO2033$574K
outflow1920Foreign - Other flows, FR
inflow1920Foreign - Other flows, FR
inflow1920Other flows - Northeast, DS
outflow1920Other flows - Northeast, DS
inflow1920Clay County, MO280630$16.6M
outflow1920Clay County, MO239475$10.0M
inflow1920Jackson County, MO82161$3.4M
outflow1920Jackson County, MO76151$3.0M
inflow1920Other flows - Midwest, DS61119$2.7M
outflow1920Other flows - Midwest, DS52119$2.1M
outflow1920Other flows - South, DS47108$2.6M
outflow1920Lafayette County, MO3870$1.5M
inflow1920Other flows - South, DS3474$2.1M
inflow1920Other flows - West, DS3155$2.1M
outflow1920Other flows - West, DS3051$1.2M
inflow1920Lafayette County, MO2957$1.2M
inflow1920Clinton County, MO2981$1.3M
inflow1920Caldwell County, MO2547$1.0M
inflow1920Carroll County, MO2370$634K
outflow1920Platte County, MO2236$1.1M
inflow1920Platte County, MO2136$1.2M
outflow1819Other flows - Northeast, DS
inflow1819Foreign - Other flows, FR
inflow1819Other flows - West, DS
inflow1819Other flows - Northeast, DS
outflow1819Clay County, MO266537$13.8M
inflow1819Clay County, MO256557$13.5M
outflow1819Jackson County, MO84155$3.4M
inflow1819Jackson County, MO71149$3.4M
inflow1819Other flows - Midwest, DS55107$2.5M
outflow1819Other flows - Midwest, DS4482$1.9M
outflow1819Other flows - South, DS3976$2.1M
inflow1819Lafayette County, MO3569$1.4M
inflow1819Other flows - South, DS3252$1.2M
outflow1819Clinton County, MO3276$1.4M
outflow1819Lafayette County, MO2955$1.2M
outflow1819Other flows - West, DS2536$866K
inflow1718Foreign - Other flows, FR
outflow1718Other flows - Northeast, DS
outflow1718Foreign - Other flows, FR
inflow1718Other flows - Northeast, DS
inflow1718Clay County, MO289627$14.6M
outflow1718Clay County, MO254508$11.8M
inflow1718Jackson County, MO84176$4.1M
outflow1718Jackson County, MO80151$3.2M
inflow1718Other flows - Midwest, DS55126$2.0M
outflow1718Other flows - Midwest, DS4683$2.0M
outflow1718Lafayette County, MO4074$931K
outflow1718Other flows - South, DS3873$2.3M
inflow1718Other flows - South, DS3875$2.1M
inflow1718Clinton County, MO3063$1.4M
inflow1718Other flows - West, DS3050$1.4M
inflow1718Lafayette County, MO2950$829K
outflow1718Other flows - West, DS2545$796K
outflow1718Clinton County, MO2452$1.5M
outflow1617Other flows - Northeast, DS
inflow1617Other flows - Northeast, DS
inflow1617Foreign - Other flows, FR
inflow1617Clay County, MO347789$17.9M
outflow1617Clay County, MO318658$15.0M
inflow1617Jackson County, MO119208$5.0M
inflow1617Other flows - Midwest, DS81183$3.1M
outflow1617Jackson County, MO60105$2.5M
outflow1617Other flows - Midwest, DS55106$2.2M
outflow1617Lafayette County, MO4997$1.5M
outflow1617Other flows - South, DS4888$2.4M
inflow1617Other flows - South, DS4394$2.5M
inflow1617Lafayette County, MO4285$1.1M
inflow1617Clinton County, MO3891$1.9M
outflow1617Clinton County, MO2960$1.9M
inflow1617Caldwell County, MO2856$949K
outflow1617Caldwell County, MO2873$1.2M
outflow1617Platte County, MO2753$1.2M
inflow1617Platte County, MO2550$1.2M
outflow1617Other flows - West, DS2557$1.2M
inflow1617Carroll County, MO2548$1.1M
inflow1617Other flows - West, DS2342$931K
outflow1516Foreign - Other flows, FR
outflow1516Other flows - Northeast, DS
inflow1516Other flows - Northeast, DS
inflow1516Clay County, MO240508$11.4M
outflow1516Clay County, MO230445$9.8M
outflow1516Jackson County, MO75151$2.6M
inflow1516Jackson County, MO73134$3.4M
inflow1516Other flows - Midwest, DS5097$6.0M
outflow1516Other flows - Midwest, DS4094$2.0M
outflow1516Other flows - South, DS3471$2.1M
outflow1516Lafayette County, MO3051$954K
inflow1516Lafayette County, MO2766$770K
inflow1516Other flows - South, DS2563$1.1M
inflow1516Clinton County, MO2559$1.2M
inflow1516Platte County, MO2436$1.9M
outflow1516Caldwell County, MO2455$1.1M
outflow1516Other flows - West, DS2232$568K
outflow1516Platte County, MO2142$1.1M
inflow1516Caldwell County, MO2131$772K
inflow1516Other flows - West, DS2035$1.0M
inflow1415Other flows - Northeast, DS
inflow1415Foreign - Other flows, FR
inflow1415Other flows - West, DS
outflow1415Other flows - Northeast, DS
outflow1415Clay County, MO215455$7.5M
inflow1415Clay County, MO181363$7.4M
outflow1415Jackson County, MO61115$1.9M
inflow1415Jackson County, MO4580$3.0M
outflow1415Other flows - Midwest, DS4070$2.3M
inflow1415Other flows - South, DS3071$1.5M
outflow1415Lafayette County, MO3065$857K
inflow1415Other flows - Midwest, DS2853$1.1M
outflow1415Other flows - South, DS2653$1.3M
inflow1415Lafayette County, MO2542$671K
outflow1415Other flows - West, DS2041$1.1M
inflow1314Foreign - Other flows, FR
outflow1314Other flows - Northeast, DS
outflow1314Foreign - Other flows, FR
inflow1314Other flows - Northeast, DS
outflow1314Clay County, MO241486$10.4M
inflow1314Clay County, MO207439$8.9M
outflow1314Jackson County, MO67126$2.8M
inflow1314Jackson County, MO62130$2.2M
inflow1314Other flows - Midwest, DS58129$5.9M
outflow1314Other flows - South, DS51109$2.3M
outflow1314Other flows - Midwest, DS49108$2.6M
inflow1314Lafayette County, MO3770$1.3M
inflow1314Other flows - South, DS3576$1.1M
outflow1314Other flows - West, DS3363$1.2M
inflow1314Platte County, MO2433$927K
inflow1314Clinton County, MO2358$874K
inflow1314Caldwell County, MO2250$1.0M
outflow1314Clinton County, MO2254$810K
inflow1314Other flows - West, DS2047$1.1M
outflow1314Lafayette County, MO2041$724K
inflow1213Other flows - Northeast, DS
outflow1213Foreign - Other flows, FR
outflow1213Other flows - Northeast, DS
outflow1213Clay County, MO270575$10.6M

UAD APPRAISALS

FHFA Uniform Appraisal Dataset aggregates for Ray County.

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

2023PurchaseNo CharacteristicAll Appraisals196.0
2023PurchaseNo CharacteristicAll Appraisals0.2
2023RefinanceNo CharacteristicAll Appraisals58.0
2023PurchaseNo CharacteristicAll Appraisals1.0
2023BothNo CharacteristicAll Appraisals254.0
2023PurchaseNo CharacteristicAll Appraisals0.8
2023PurchaseNo CharacteristicAll Appraisals1.0
2023RefinanceNo CharacteristicAll Appraisals234,000.0
2023BothNo CharacteristicAll Appraisals225,000.0
2023PurchaseNo CharacteristicAll Appraisals217,500.0
2023PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals1.1
2022BothNo CharacteristicAll Appraisals215,000.0
2022PurchaseNo CharacteristicAll Appraisals0.2
2022PurchaseNo CharacteristicAll Appraisals200,000.0
2022PurchaseNo CharacteristicAll Appraisals1.0
2022RefinanceNo CharacteristicAll Appraisals172.0
2022PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals0.7
2022RefinanceNo CharacteristicAll Appraisals238,000.0
2022BothNo CharacteristicAll Appraisals416.0
2022PurchaseNo CharacteristicAll Appraisals244.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021RefinanceNo CharacteristicAll Appraisals221,800.0
2021BothNo CharacteristicAll Appraisals531.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021PurchaseNo CharacteristicAll Appraisals269.0
2021PurchaseNo CharacteristicAll Appraisals0.2
2021RefinanceNo CharacteristicAll Appraisals262.0
2021PurchaseNo CharacteristicAll Appraisals0.1
2021BothNo CharacteristicAll Appraisals200,000.0
2021PurchaseNo CharacteristicAll Appraisals0.7
2021PurchaseNo CharacteristicAll Appraisals185,000.0
2020PurchaseNo CharacteristicAll Appraisals0.1
2020PurchaseNo CharacteristicAll Appraisals1.0
2020BothNo CharacteristicAll Appraisals473.0
2020PurchaseNo CharacteristicAll Appraisals227.0
2020PurchaseNo CharacteristicAll Appraisals0.7
2020BothNo CharacteristicAll Appraisals200,000.0
2020RefinanceNo CharacteristicAll Appraisals224,500.0
2020RefinanceNo CharacteristicAll Appraisals246.0
2020PurchaseNo CharacteristicAll Appraisals175,000.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020PurchaseNo CharacteristicAll Appraisals0.2
2019PurchaseNo CharacteristicAll Appraisals0.0
2019PurchaseNo CharacteristicAll Appraisals1.0
2019BothNo CharacteristicAll Appraisals182,500.0
2019PurchaseNo CharacteristicAll Appraisals196.0
2019PurchaseNo CharacteristicAll Appraisals0.2
2019PurchaseNo CharacteristicAll Appraisals1.0
2019RefinanceNo CharacteristicAll Appraisals229,000.0
2019BothNo CharacteristicAll Appraisals346.0
2019RefinanceNo CharacteristicAll Appraisals150.0
2019PurchaseNo CharacteristicAll Appraisals165,000.0
2019PurchaseNo CharacteristicAll Appraisals0.8
2018RefinanceNo CharacteristicAll Appraisals200,000.0
2018BothNo CharacteristicAll Appraisals301.0
2018PurchaseNo CharacteristicAll Appraisals205.0
2018RefinanceNo CharacteristicAll Appraisals96.0
2018BothNo CharacteristicAll Appraisals160,000.0
2018PurchaseNo CharacteristicAll Appraisals148,000.0
2018PurchaseNo CharacteristicAll Appraisals0.7
2018PurchaseNo CharacteristicAll Appraisals0.1
2018PurchaseNo CharacteristicAll Appraisals0.2
2018PurchaseNo CharacteristicAll Appraisals1.0
2018PurchaseNo CharacteristicAll Appraisals1.0
2017RefinanceNo CharacteristicAll Appraisals167,000.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals1.1
2017PurchaseNo CharacteristicAll Appraisals0.2
2017PurchaseNo CharacteristicAll Appraisals0.1
2017BothNo CharacteristicAll Appraisals300.0
2017PurchaseNo CharacteristicAll Appraisals176.0
2017PurchaseNo CharacteristicAll Appraisals129,900.0
2017RefinanceNo CharacteristicAll Appraisals124.0
2017PurchaseNo CharacteristicAll Appraisals0.8
2017BothNo CharacteristicAll Appraisals144,000.0
2016PurchaseNo CharacteristicAll Appraisals169.0
2016RefinanceNo CharacteristicAll Appraisals173,500.0
2016PurchaseNo CharacteristicAll Appraisals1.0
2016PurchaseNo CharacteristicAll Appraisals133,500.0
2016PurchaseNo CharacteristicAll Appraisals0.9
2016PurchaseNo CharacteristicAll Appraisals0.0
2016BothNo CharacteristicAll Appraisals155,000.0
2016PurchaseNo CharacteristicAll Appraisals1.1
2016PurchaseNo CharacteristicAll Appraisals0.1
2016BothNo CharacteristicAll Appraisals310.0
2016RefinanceNo CharacteristicAll Appraisals141.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2015PurchaseNo CharacteristicAll Appraisals125,000.0
2015PurchaseNo CharacteristicAll Appraisals0.1
2015RefinanceNo CharacteristicAll Appraisals170,000.0
2015BothNo CharacteristicAll Appraisals290.0
2015RefinanceNo CharacteristicAll Appraisals132.0
2015PurchaseNo CharacteristicAll Appraisals0.1
2015PurchaseNo CharacteristicAll Appraisals0.8
2015PurchaseNo CharacteristicAll Appraisals158.0
2015BothNo CharacteristicAll Appraisals150,000.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2014BothNo CharacteristicAll Appraisals149,500.0

ECONOMY & INCOME

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

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

BLS Local Area Unemployment

2026-0511,61911,2583613.1%
2026-0411,68911,3213683.1%
2026-0311,62611,1724543.9%
2026-0211,63011,1754553.9%
2026-0111,58211,1394433.8%
2025-1211,77411,2814934.2%
2025-1111,79711,2535444.6%
2025-0911,62311,2563673.2%
2025-0811,74511,2734724.0%
2025-0711,94311,3995444.6%
2025-0611,76011,2774834.1%
2025-0511,57911,1564233.7%
2025-0411,66711,2484193.6%
2025-0311,55611,1024543.9%
2025-0211,55911,0684914.2%
2025-0111,76311,0637006.0%
2024-1211,52011,1363843.3%
2024-1111,45811,0883703.2%
2024-1011,55111,1703813.3%
2024-0911,51311,1843292.9%
2024-0811,63511,1834523.9%
2024-0711,80811,2755334.5%
2024-0611,66511,2024634.0%
2024-0511,48811,0744143.6%
2024-0411,47711,1213563.1%
2024-0311,46010,9764844.2%
2024-0211,37510,9494263.7%
2024-0111,37610,9214554.0%
2023-1211,42011,0983222.8%
2023-1111,46011,1343262.8%
2023-1011,44511,0893563.1%
2023-0911,43711,1233142.7%
2023-0811,72211,1295935.1%
2023-0711,73011,2964343.7%
2023-0611,57511,1803953.4%
2023-0511,41211,0713413.0%
2023-0411,36311,0882752.4%
2023-0311,28910,9453443.0%
2023-0211,26910,8943753.3%
2023-0111,20210,8613413.0%
2022-1211,27611,0242522.2%
2022-1111,21710,9632542.3%
2022-1011,36610,9923743.3%
2022-0911,20810,9842242.0%
2022-0811,36711,0043633.2%
2022-0711,72111,1186035.1%
2022-0611,34710,9773703.3%
2022-0511,20310,9332702.4%
2022-0411,15510,9092462.2%
2022-0311,17710,8083693.3%
2022-0211,60610,7798277.1%
2022-0111,15610,7514053.6%
2021-1211,19310,7744193.7%
2021-1111,29610,7735234.6%
2021-1011,13210,7723603.2%
2021-0911,52810,7048247.1%
2021-0811,25110,7574944.4%
2021-0711,53310,8756585.7%
2021-0611,73410,7251,0098.6%
2021-0511,79110,6641,1279.6%
2021-0411,46010,6358257.2%
2021-0311,09510,5165795.2%
2021-0211,20710,4797286.5%
2021-0111,05310,5045495.0%
2020-1211,11510,6254904.4%
2020-1111,04610,6034434.0%
2020-1011,17110,6954764.3%
2020-0911,06510,5804854.4%
2020-0811,30010,6696315.6%
2020-0711,55910,6599007.8%
2020-0611,09010,2468447.6%
2020-0511,0909,4951,59514.4%
2020-0411,4369,5861,85016.2%
2020-0311,30510,8584474.0%
2020-0211,38010,9873933.5%
2020-0111,38510,9574283.8%
2019-1211,47611,1133633.2%
2019-1111,44611,1143322.9%
2019-1011,52011,1893312.9%
2019-0911,40011,1092912.6%
2019-0811,52511,1024233.7%
2019-0711,78111,2265554.7%
2019-0611,56211,1424203.6%
2019-0511,36611,0263403.0%
2019-0411,35911,0303292.9%
2019-0311,34910,9064433.9%
2019-0211,36010,9064544.0%
2019-0111,33810,8784604.1%
2018-1211,32610,9703563.1%
2018-1111,29310,9962972.6%
2018-1011,31511,0432722.4%
2018-0911,25210,9732792.5%
2018-0811,34410,9843603.2%
2018-0711,72111,1915304.5%
2018-0611,49411,1103843.3%
2018-0511,59810,9966025.2%
2018-0411,38511,0253603.2%
2018-0311,31610,8954213.7%
2018-0211,37110,8844874.3%
2018-0111,33910,8015384.7%

BEA Personal Income

2024$1.25B23,199$54K
2023$1.20B23,178$52K
2022$1.13B23,119$49K
2021$1.11B23,095$48K
2020$1.05B23,135$45K
2019$987.7M23,232$43K
2018$953.6M23,110$41K
2017$933.9M23,058$41K
2016$909.1M22,881$40K
2015$878.3M22,917$38K
2014$842.5M23,034$37K
2013$811.9M23,138$35K
2012$783.3M23,131$34K
2011$777.0M23,373$33K
2010$749.1M23,523$32K
2009$738.0M23,541$31K
2008$754.4M23,764$32K
2007$719.8M23,712$30K
2006$680.1M23,842$29K
2005$661.4M23,605$28K
2004$656.0M23,739$28K
2003$591.9M23,703$25K
2002$578.2M23,538$25K
2001$572.5M23,427$24K
2000$558.3M23,393$24K
1999$522.5M23,291$22K
1998$494.9M23,273$21K
1997$487.5M22,988$21K
1996$450.9M22,454$20K
1995$418.3M22,104$19K
1994$407.0M21,815$19K
1993$362.4M22,032$16K
1992$354.9M21,634$16K
1991$15K

NFIP FLOOD CLAIMS

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

FEMA NFIP redacted claims (nfip_claim, county_code)

2022-05-31$0Yes
2021-06-25$64K$64K$0Yes
2021-06-24$10K$10K$0Yes
2020-05-28$3K$3K$0No
2020-05-28$0$0$0Yes
2018-10-08$0Yes
2015-06-03$3K$3K$0No
2015-06-03$3K$3K$0Yes
2013-04-18$0Yes
2011-07-07$30K$30K$0Yes
2007-05-07$15K$15K$0Yes
2007-05-06$21K$21K$0Yes
2005-11-30$0Yes
2005-06-04$1K$1K$0No
2005-06-03$5K$5K$0No
2002-04-20$2K$2K$0Yes
2001-06-04$0Yes
2000-08-19$6K$6K$0Yes
1998-10-05$0Yes
1998-10-04$0Yes
1998-10-04$0$0$0Yes
1998-10-04$524.82$524.82$0No
1998-10-04$452.73$452.73$0Yes
1998-10-04$1K$1K$0No
1998-10-04$16K$15K$1KYes
1998-10-04$2K$2K$0Yes
1998-10-04$6K$5K$1KNo
1998-10-04$956.13$956.13$0No
1998-10-04$7K$7K$0Yes
1998-10-04$5K$4K$803.68Yes
1998-10-04$1K$1K$0Yes
1998-10-04$11K$7K$4KYes
1998-10-04$13K$5K$7KYes
1998-10-04$14K$14K$0No
1998-10-04$853.99$853.99$0No
1998-10-04$43K$33K$10KYes
1998-10-04$0No
1998-10-04$25K$18K$7KYes
1998-10-03$5K$5K$0Yes
1998-09-14$0$0$0Yes
1998-09-11$0Yes
1996-06-17$7K$7K$0Yes
1996-06-17$17K$7K$10KYes
1996-06-17$7K$7K$257Yes
1995-05-19$3K$3K$0No
1995-05-19$69K$69K$0No
1995-05-18$19K$12K$7KNo
1995-05-17$0Yes
1995-05-16$10K$7K$3KNo
1993-09-25$4K$4K$0No
1993-09-24$5K$5K$0No
1993-09-22$5K$5K$0No
1993-09-22$8K$8K$0Yes
1993-08-16$13K$12K$886.5No
1993-08-12$5K$5K$0Yes
1993-08-12$764.23$764.23$0No
1993-08-12$4K$4K$0No
1993-08-12$2K$2K$0No
1993-08-11$343.8$343.8$0No
1993-08-07$26K$20K$6KNo
1993-08-01$5K$5K$0No
1993-08-01$48K$48K$0No
1993-08-01$0No
1993-07-29$11K$11K$0No
1993-07-29$6K$6K$0No
1993-07-28$24K$23K$2KNo
1993-07-28$4K$4K$0No
1993-07-28$38K$33K$5KNo
1993-07-27$30K$30K$0Yes
1993-07-27$25K$20K$5KNo
1993-07-27$19K$19K$0No
1993-07-27$28K$28K$0Yes
1993-07-26$29K$29K$0No
1993-07-26$15K$15K$0No
1993-07-26$21K$21K$0No
1993-07-26$34K$34K$0Yes
1993-07-26$5K$5K$0Yes
1993-07-26$43K$43K$0Yes
1993-07-25$37K$37K$0No
1993-07-25$6K$6K$0Yes
1993-07-25$38K$38K$0No
1993-07-25$12K$12K$0No
1993-07-24$11K$11K$0No
1993-07-24$10K$10K$0No
1993-07-24$56K$56K$0No
1993-07-24$3K$3K$0Yes
1993-07-23$26K$26K$0No
1993-07-22$8K$8K$0No
1993-07-15$10K$10K$0No
1993-07-15$22K$22K$0Yes
1993-07-15$694.54$694.54$0No
1993-07-14$15K$15K$0No
1993-07-13$3K$3K$0No
1993-07-13$26K$26K$0No
1993-07-13$0No
1993-07-13$14K$14K$0No
1993-07-13$10K$10K$0No
1993-07-12$10K$10K$0No
1993-07-12$5K$5K$0Yes
1993-07-12$3K$3K$0No

ALSO CHECKED

18 more data areas were checked for Ray 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 MO state hub, which carries the same registry at the grain those sources actually have.

Go deeper

EVERY HMDA RECORD IN RAY COUNTYOpens the loan explorer already filtered to county FIPS 29177.

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