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State markets/Pennsylvania/Beaver County

COUNTY MORTGAGE MARKET · FIPS 42007

Beaver County, Pennsylvania

Who lends in Beaver 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

$670.3M

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

Originations · 2025

3,886

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

Denial rate · 2025

18.2%

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

Lenders active · 2025

280

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

Concentration (HHI)

287

unconcentrated

Top-5 lender share

28.9%

of originations

Purchase

61.4%

1,738 loans

Refinance

38.6%

1,093 loans

Origination trend

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

Lenders in Beaver 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 Beaver 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 BEAVER COUNTY

TOP TEN LENDERS IN BEAVER 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.

315$53.6M$53.6M originated in Beaver County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
182$37.1M$37.1M originated in Beaver County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
81$35.8M$35.8M originated in Beaver County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
299$35.3M$35.3M originated in Beaver County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
246$32.2M$32.2M originated in Beaver County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
269$31.9M$31.9M originated in Beaver County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
139$26.9M$26.9M originated in Beaver County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
156$21.3M$21.3M originated in Beaver County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
240$19.7M$19.7M originated in Beaver County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
112$17.5M$17.5M originated in Beaver 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 Beaver County

All 28 ZIP Code Tabulation Areas that touch Beaver 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.
28 OF 28 ZIP AREASEVERY ZIP AREA TOUCHING THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
1010 of the 13 Beaver County tracts this ZIP area touches sit mostly inside it.35,31520.7%11,673TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
88 of the 15 Beaver County tracts this ZIP area touches sit mostly inside it.29,43116.2%7,930TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
55 of the 9 Beaver County tracts this ZIP area touches sit mostly inside it.14,5237.7%4,608TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
44 of the 7 Beaver County tracts this ZIP area touches sit mostly inside it.11,6106.7%4,253TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
44 of the 10 Beaver County tracts this ZIP area touches sit mostly inside it.11,29517.1%3,417TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
33 of the 6 Beaver County tracts this ZIP area touches sit mostly inside it.10,63611.9%2,922TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
44 of the 5 Beaver County tracts this ZIP area touches sit mostly inside it.10,15926.5%2,727TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
33 of the 5 Beaver County tracts this ZIP area touches sit mostly inside it.10,0717.0%3,784TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
22 of the 7 Beaver County tracts this ZIP area touches sit mostly inside it.6,74820.4%1,852TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
22 of the 2 Beaver County tracts this ZIP area touches sit mostly inside it.6,1435.9%2,293TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
22 of the 2 Beaver County tracts this ZIP area touches sit mostly inside it.5,85316.8%1,493TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
22 of the 4 Beaver County tracts this ZIP area touches sit mostly inside it.4,7475.7%1,665TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
11 of the 1 Beaver County tract this ZIP area touches sit mostly inside it.4,6804.3%1,619OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 2 Beaver County tracts this ZIP area touches sit mostly inside it.2,9987.3%1,043OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 2 Beaver County tracts this ZIP area touches sit mostly inside it.2,1688.3%773OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 4 Beaver County tracts this ZIP area touches sit mostly inside it.1,8389.4%546OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
0This ZIP area clips 1 tract of Beaver County but is the dominant ZIP for none of them, so it owns no figures here.TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
0This ZIP area clips 2 tracts of Beaver 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 Beaver 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 Beaver 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 Beaver 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 Beaver 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 Beaver County but is the dominant ZIP for none of them, so it owns no figures here.TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
0This ZIP area clips 2 tracts of Beaver County but is the dominant ZIP for none of them, so it owns no figures here.TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
0This ZIP area clips 2 tracts of Beaver 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 Beaver 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 Beaver 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 Beaver 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.

53 of Beaver County’s 53 census tracts are grouped into the ZIP areas above, with none left over. The two add up to the county exactly, because each tract is counted once. A ZCTA — ZIP Code Tabulation Area — is the U.S. Census Bureau's area approximation of a USPS ZIP code, not the ZIP code itself. HMDA reports no postal geography at all, so these rows are census tracts grouped by the Census 2020 tract-to-ZCTA relationship file: each tract is counted once, in the single ZCTA covering the most of its land. Housing figures are HMDA tract attributes for activity year 2025, summed over the tracts each ZIP area owns — a ZIP area that owns no tract shows an em-dash, never a zero.

Census tracts in Beaver County

All 53 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.

53 OF 53 TRACTSEVERY TRACT IN THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
Middle83.4%2,0675.0%OPEN →
Middle100.2%2,6806.3%OPEN →
Upper128.4%3,3727.1%OPEN →
Upper127.9%4,6707.4%OPEN →
Middle113.5%3,76810.4%OPEN →
Middle96.7%3,07624.6%OPEN →
Low38.9%3,20038.5%OPEN →
Moderate57.0%2,72938.1%OPEN →
Moderate61.3%3,24421.3%OPEN →
Moderate72.1%1,30014.2%OPEN →
Middle94.2%3,2627.5%OPEN →
Middle94.5%3,5615.0%OPEN →
Middle80.3%3,6225.5%OPEN →
Moderate57.9%3,47227.7%OPEN →
Middle90.0%2,4869.7%OPEN →
Upper148.4%1,9528.6%OPEN →
Middle85.3%1,2957.0%OPEN →
Upper130.9%5,2497.0%OPEN →
Upper127.2%3,5416.8%OPEN →
Middle86.9%1,8389.4%OPEN →
Middle81.5%3,4208.1%OPEN →
Moderate70.4%2,43329.0%OPEN →
Middle112.1%2,6846.0%OPEN →
Middle106.0%2,7935.5%OPEN →
Upper121.5%7,15711.2%OPEN →
Middle83.1%3,81112.0%OPEN →
Middle85.9%1,81411.3%OPEN →
Moderate61.0%1,49613.8%OPEN →
Middle108.2%2,1688.3%OPEN →
Moderate77.2%3,9047.9%OPEN →
Middle119.8%2,9316.8%OPEN →
Upper122.8%3,1455.8%OPEN →
Middle102.3%3,0227.2%OPEN →
Middle95.3%3,18711.9%OPEN →
Moderate68.2%2,59435.0%OPEN →
Moderate66.3%2,77935.9%OPEN →
Middle82.7%1,59925.7%OPEN →
Moderate61.3%2,26980.6%OPEN →
Moderate74.2%2,88027.1%OPEN →
Moderate68.5%1,46936.1%OPEN →
Middle98.2%4,87510.1%OPEN →
Middle107.3%4,02613.4%OPEN →
Middle97.0%4,97810.2%OPEN →
Middle97.8%2,2487.2%OPEN →
Middle106.9%3,4595.9%OPEN →
Middle108.1%4,6804.3%OPEN →
Moderate72.1%2,51115.8%OPEN →
Middle83.9%2,9987.3%OPEN →
Moderate54.3%3,48923.2%OPEN →
Middle89.1%5,01112.1%OPEN →
Moderate75.6%3,27612.7%OPEN →
Moderate53.4%2,62057.3%OPEN →
Middle106.5%6,1056.1%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

166,324

Median household income

$71,089

Median home value

$190,900

Median gross rent

$890

per month

Owner-occupied

75.0%

of occupied units

Housing units

79,328

8.9% vacant

Poverty rate

9.9%

Unemployment

5.3%

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 75.3

Social vulnerability

Relatively Low

Community resilience

Very High

Federal disaster history

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

Months with an active declaration

63

Declarations recorded

15

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

Everything we hold on Beaver 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 Beaver County.

HMDA loan-level (hmda_loan_wide, county_code)

Open the loan explorer for Beaver CountyEvery reported application and origination in FIPS 42007, filterable on rate, amount, income, purpose and action taken. Loan-level tier.

VA

VA-guaranteed lending in Beaver 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

217

Purchase share

53.9%

117 loans

IRRRL refinances

66

Cash-out refinances

34

20262171176634
20252261504036
20241481071526
2023136110026
20221643060
202145317123349
202037714618348
20192401731750
20182261332469
20172471345558
20162401275954
20152171056349

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 Beaver 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

Beaver 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

209

+16.8% vs 2024

Multifamily · 2025

76

−13.6% vs 2024

Total authorized · 2025

285

+6.7% vs 2024

Permit valuation · 2025

$71.7M

authorized construction value

Units authorized by year

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

UNITS · SF IN TOOLTIP
02505007501K1990199219941996199820002002200420062008201020122014201620182020202220242025285 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 Beaver County, showing population movement and wealth transfer.

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

inflow2223Foreign - Other flows, FR
inflow2223Allegheny County, PA1,1961,833$78.5M
outflow2223Allegheny County, PA8471,210$54.3M
outflow2223Other flows - South, DS6531,117$79.3M
inflow2223Other flows - South, DS5731,049$39.2M
inflow2223Butler County, PA330501$20.9M
outflow2223Lawrence County, PA260456$13.1M
outflow2223Butler County, PA254397$28.0M
outflow2223Other flows - Midwest, DS232374$13.1M
inflow2223Lawrence County, PA230378$9.6M
inflow2223Other flows - Midwest, DS204310$11.0M
inflow2223Other flows - West, DS181323$11.8M
outflow2223Other flows - West, DS173265$9.8M
inflow2223Other flows - Northeast, DS120204$7.7M
outflow2223Other flows - Northeast, DS103151$6.4M
inflow2223Washington County, PA94140$6.0M
outflow2223Columbiana County, OH89183$4.9M
inflow2223Columbiana County, OH86147$4.4M
outflow2223Washington County, PA82126$5.0M
inflow2223Westmoreland County, PA7394$3.9M
outflow2223Westmoreland County, PA5795$3.2M
outflow2223Mercer County, PA5391$5.5M
outflow2223Mahoning County, OH4992$2.2M
inflow2223Mahoning County, OH4264$2.1M
inflow2223Mercer County, PA3453$1.8M
outflow2223Hancock County, WV3347$1.5M
inflow2223Erie County, PA3143$1.7M
inflow2223Hancock County, WV2949$1.1M
outflow2223Foreign - Other flows, FR2944$2.5M
outflow2223Erie County, PA2850$1.4M
outflow2223Cuyahoga County, OH2834$2.0M
outflow2223Horry County, SC2233$1.6M
outflow2223Summit County, OH2127$863K
inflow2223Maricopa County, AZ2133$1.1M
outflow2122Foreign - Other flows, FR
inflow2122Foreign - Other flows, FR
inflow2122Allegheny County, PA1,2962,031$91.5M
outflow2122Allegheny County, PA8861,262$50.1M
outflow2122Other flows - South, DS7471,309$78.2M
inflow2122Other flows - South, DS522947$36.6M
inflow2122Butler County, PA289431$19.8M
outflow2122Butler County, PA282477$19.7M
outflow2122Lawrence County, PA262437$13.5M
outflow2122Other flows - Midwest, DS247453$17.0M
inflow2122Lawrence County, PA229384$10.9M
inflow2122Other flows - Midwest, DS217387$16.4M
outflow2122Other flows - West, DS152241$10.7M
inflow2122Other flows - West, DS147241$9.5M
inflow2122Other flows - Northeast, DS123234$10.6M
outflow2122Columbiana County, OH105168$5.3M
inflow2122Washington County, PA104144$6.5M
outflow2122Washington County, PA89139$5.3M
outflow2122Other flows - Northeast, DS80127$33.4M
inflow2122Columbiana County, OH67105$2.7M
outflow2122Mahoning County, OH61101$3.9M
inflow2122Westmoreland County, PA5597$3.1M
outflow2122Westmoreland County, PA4767$2.5M
inflow2122Mercer County, PA4064$1.9M
outflow2122Mercer County, PA4066$2.0M
outflow2122Erie County, PA3145$1.2M
inflow2122Erie County, PA2943$1.6M
outflow2122Hancock County, WV2841$1.3M
inflow2122Mahoning County, OH2641$909K
inflow2122Hancock County, WV2441$1.3M
inflow2122Maricopa County, AZ2438$1.8M
outflow2122Harris County, TX2247$2.8M
inflow2122Broward County, FL2028$1.6M
inflow2021Foreign - Other flows, FR
outflow2021Foreign - Other flows, FR
inflow2021Allegheny County, PA1,1991,944$77.2M
outflow2021Allegheny County, PA9571,431$52.7M
outflow2021Other flows - South, DS6611,187$45.8M
inflow2021Other flows - South, DS5801,017$43.0M
inflow2021Butler County, PA313501$21.9M
outflow2021Butler County, PA297522$22.6M
outflow2021Lawrence County, PA286484$15.0M
inflow2021Lawrence County, PA241418$12.0M
outflow2021Other flows - Midwest, DS238400$11.4M
inflow2021Other flows - Midwest, DS211392$14.6M
inflow2021Other flows - West, DS165312$11.0M
outflow2021Columbiana County, OH146276$8.7M
outflow2021Other flows - West, DS143204$7.5M
inflow2021Other flows - Northeast, DS111176$7.6M
outflow2021Washington County, PA93145$5.2M
outflow2021Other flows - Northeast, DS85144$7.9M
inflow2021Washington County, PA79136$4.2M
outflow2021Mahoning County, OH72134$4.5M
inflow2021Westmoreland County, PA6497$3.2M
inflow2021Columbiana County, OH6298$2.6M
outflow2021Mercer County, PA53100$3.3M
outflow2021Westmoreland County, PA5264$2.6M
inflow2021Mahoning County, OH3656$1.7M
outflow2021Hancock County, WV3579$2.0M
inflow2021Mercer County, PA3148$1.3M
inflow2021Erie County, PA3137$1.6M
outflow2021Trumbull County, OH2147$976K
outflow2021Maricopa County, AZ2132$1.6M
inflow2021Los Angeles County, CA2027$916K
outflow2021Horry County, SC2035$1.2M
outflow1920Foreign - Other flows, FR
inflow1920Foreign - Other flows, FR
inflow1920Allegheny County, PA1,1891,982$72.4M
outflow1920Allegheny County, PA9481,418$52.0M
outflow1920Other flows - South, DS5961,088$58.7M
inflow1920Other flows - South, DS5241,020$32.8M
inflow1920Butler County, PA298499$19.2M
outflow1920Lawrence County, PA285549$12.3M
outflow1920Butler County, PA280483$18.3M
outflow1920Other flows - Midwest, DS244434$14.6M
inflow1920Lawrence County, PA203389$9.7M
inflow1920Other flows - Midwest, DS191357$12.4M
outflow1920Columbiana County, OH164310$8.0M
inflow1920Other flows - West, DS155278$10.6M
outflow1920Other flows - West, DS133217$8.3M
inflow1920Other flows - Northeast, DS107163$5.7M
outflow1920Other flows - Northeast, DS78112$6.1M
outflow1920Washington County, PA78118$4.1M
outflow1920Mahoning County, OH67146$3.4M
inflow1920Washington County, PA66111$3.8M
outflow1920Westmoreland County, PA5495$3.0M
inflow1920Columbiana County, OH4677$1.8M
inflow1920Westmoreland County, PA4573$2.5M
outflow1920Mercer County, PA4482$2.5M
outflow1920Hancock County, WV2953$918K
inflow1920Mahoning County, OH2853$1.3M
outflow1920Erie County, PA2746$1.1M
inflow1920Hancock County, WV2645$1.1M
inflow1920Erie County, PA2644$1.2M
inflow1920Harris County, TX2551$3.6M
inflow1920Mercer County, PA2542$975K
outflow1920Pinellas County, FL2338$1.5M
outflow1920Maricopa County, AZ2341$1.9M
outflow1920Horry County, SC2144$1.3M
outflow1920Crawford County, PA2153$1.7M
outflow1819Foreign - Other flows, FR
inflow1819Foreign - Other flows, FR
inflow1819Allegheny County, PA1,1351,796$61.2M
outflow1819Allegheny County, PA9261,391$48.8M
outflow1819Other flows - South, DS5961,092$38.4M
inflow1819Other flows - South, DS511963$33.2M
inflow1819Butler County, PA317502$18.8M
outflow1819Butler County, PA316519$19.4M
outflow1819Lawrence County, PA271525$11.6M
outflow1819Other flows - Midwest, DS232421$13.3M
inflow1819Lawrence County, PA225371$8.8M
inflow1819Other flows - Midwest, DS193317$11.0M
outflow1819Other flows - West, DS152261$9.0M
inflow1819Other flows - West, DS143264$9.4M
outflow1819Columbiana County, OH121229$5.4M
inflow1819Washington County, PA82134$4.6M
outflow1819Other flows - Northeast, DS79121$4.5M
inflow1819Other flows - Northeast, DS78134$4.3M
outflow1819Washington County, PA74110$3.6M
inflow1819Columbiana County, OH65117$2.5M
inflow1819Westmoreland County, PA5680$2.9M
outflow1819Westmoreland County, PA4985$2.2M
outflow1819Mahoning County, OH4476$2.3M
outflow1819Hancock County, WV3866$1.6M
outflow1819Mercer County, PA3052$1.5M
inflow1819Mahoning County, OH2734$1.1M
outflow1819Maricopa County, AZ2535$2.1M
inflow1819Harris County, TX2452$4.0M
inflow1819Hancock County, WV2438$1.1M
inflow1819Mercer County, PA2342$967K
outflow1819Lee County, FL2032$2.7M
outflow1819Broward County, FL2030$778K
outflow1819Erie County, PA2035$1.7M
inflow1819Erie County, PA2033$1.1M
outflow1819Pinellas County, FL2037$1.2M
outflow1718Foreign - Other flows, FR
inflow1718Foreign - Other flows, FR
inflow1718Allegheny County, PA1,1781,973$65.5M
outflow1718Allegheny County, PA9621,497$44.6M
outflow1718Other flows - South, DS6511,156$39.1M
inflow1718Other flows - South, DS517947$28.8M
outflow1718Butler County, PA315540$19.2M
inflow1718Butler County, PA312530$18.3M
outflow1718Lawrence County, PA278527$12.2M
inflow1718Lawrence County, PA245452$10.0M
outflow1718Other flows - Midwest, DS230408$13.3M
inflow1718Other flows - Midwest, DS196366$11.7M
inflow1718Other flows - West, DS139246$13.6M
outflow1718Other flows - West, DS132234$7.1M
outflow1718Columbiana County, OH115225$5.0M
outflow1718Other flows - Northeast, DS103162$5.0M
inflow1718Other flows - Northeast, DS95149$5.2M
outflow1718Washington County, PA80128$3.8M
inflow1718Washington County, PA76128$3.7M
outflow1718Westmoreland County, PA6399$3.0M
inflow1718Columbiana County, OH63109$1.9M
outflow1718Mahoning County, OH59110$3.0M
inflow1718Westmoreland County, PA4768$1.6M
inflow1718Harris County, TX3682$5.7M
inflow1718Erie County, PA2953$1.4M
outflow1718Mercer County, PA2846$1.6M
outflow1718Hancock County, WV2755$1.4M
outflow1718Horry County, SC2339$1.3M
outflow1718Franklin County, OH2336$1.1M
inflow1718Mahoning County, OH2243$586K
outflow1718Erie County, PA2137$854K

UAD APPRAISALS

FHFA Uniform Appraisal Dataset aggregates for Beaver County.

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

2023PurchaseNo CharacteristicAll Appraisals1,220.0
2023PurchaseNo CharacteristicAll Appraisals0.3
2023RefinanceNo CharacteristicAll Appraisals374.0
2023PurchaseNo CharacteristicAll Appraisals1.0
2023BothNo CharacteristicAll Appraisals1,594.0
2023PurchaseNo CharacteristicAll Appraisals0.7
2023PurchaseNo CharacteristicAll Appraisals1.0
2023RefinanceNo CharacteristicAll Appraisals195,000.0
2023BothNo CharacteristicAll Appraisals195,000.0
2023PurchaseNo CharacteristicAll Appraisals196,000.0
2023PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals1.0
2022BothNo CharacteristicAll Appraisals191,800.0
2022PurchaseNo CharacteristicAll Appraisals0.2
2022PurchaseNo CharacteristicAll Appraisals190,000.0
2022PurchaseNo CharacteristicAll Appraisals1.0
2022RefinanceNo CharacteristicAll Appraisals658.0
2022PurchaseNo CharacteristicAll Appraisals0.1
2022PurchaseNo CharacteristicAll Appraisals0.7
2022RefinanceNo CharacteristicAll Appraisals200,000.0
2022BothNo CharacteristicAll Appraisals2,108.0
2022PurchaseNo CharacteristicAll Appraisals1,450.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021RefinanceNo CharacteristicAll Appraisals210,000.0
2021BothNo CharacteristicAll Appraisals3,285.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021PurchaseNo CharacteristicAll Appraisals1,852.0
2021PurchaseNo CharacteristicAll Appraisals0.3
2021RefinanceNo CharacteristicAll Appraisals1,433.0
2021PurchaseNo CharacteristicAll Appraisals0.1
2021BothNo CharacteristicAll Appraisals200,000.0
2021PurchaseNo CharacteristicAll Appraisals0.7
2021PurchaseNo CharacteristicAll Appraisals195,000.0
2020PurchaseNo CharacteristicAll Appraisals0.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020BothNo CharacteristicAll Appraisals2,757.0
2020PurchaseNo CharacteristicAll Appraisals1,465.0
2020PurchaseNo CharacteristicAll Appraisals0.7
2020BothNo CharacteristicAll Appraisals195,000.0
2020RefinanceNo CharacteristicAll Appraisals212,100.0
2020RefinanceNo CharacteristicAll Appraisals1,292.0
2020PurchaseNo CharacteristicAll Appraisals178,000.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020PurchaseNo CharacteristicAll Appraisals0.3
2019PurchaseNo CharacteristicAll Appraisals0.0
2019PurchaseNo CharacteristicAll Appraisals1.0
2019BothNo CharacteristicAll Appraisals167,800.0
2019PurchaseNo CharacteristicAll Appraisals1,308.0
2019PurchaseNo CharacteristicAll Appraisals0.2
2019PurchaseNo CharacteristicAll Appraisals1.0
2019RefinanceNo CharacteristicAll Appraisals186,500.0
2019BothNo CharacteristicAll Appraisals2,110.0
2019RefinanceNo CharacteristicAll Appraisals802.0
2019PurchaseNo CharacteristicAll Appraisals158,000.0
2019PurchaseNo CharacteristicAll Appraisals0.7
2018RefinanceNo CharacteristicAll Appraisals166,500.0
2018BothNo CharacteristicAll Appraisals1,816.0
2018PurchaseNo CharacteristicAll Appraisals1,238.0
2018RefinanceNo CharacteristicAll Appraisals578.0
2018BothNo CharacteristicAll Appraisals160,000.0
2018PurchaseNo CharacteristicAll Appraisals157,000.0
2018PurchaseNo CharacteristicAll Appraisals0.7
2018PurchaseNo CharacteristicAll Appraisals0.0
2018PurchaseNo CharacteristicAll Appraisals0.3
2018PurchaseNo CharacteristicAll Appraisals1.0
2018PurchaseNo CharacteristicAll Appraisals1.0
2017RefinanceNo CharacteristicAll Appraisals165,000.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals0.3
2017PurchaseNo CharacteristicAll Appraisals0.0
2017BothNo CharacteristicAll Appraisals1,829.0
2017PurchaseNo CharacteristicAll Appraisals1,094.0
2017PurchaseNo CharacteristicAll Appraisals158,000.0
2017RefinanceNo CharacteristicAll Appraisals735.0
2017PurchaseNo CharacteristicAll Appraisals0.7
2017BothNo CharacteristicAll Appraisals160,000.0
2016PurchaseNo CharacteristicAll Appraisals1,001.0
2016RefinanceNo CharacteristicAll Appraisals175,000.0
2016PurchaseNo CharacteristicAll Appraisals1.0
2016PurchaseNo CharacteristicAll Appraisals151,000.0
2016PurchaseNo CharacteristicAll Appraisals0.7
2016PurchaseNo CharacteristicAll Appraisals0.0
2016BothNo CharacteristicAll Appraisals161,000.0
2016PurchaseNo CharacteristicAll Appraisals1.1
2016PurchaseNo CharacteristicAll Appraisals0.2
2016BothNo CharacteristicAll Appraisals1,850.0
2016RefinanceNo CharacteristicAll Appraisals849.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2015PurchaseNo CharacteristicAll Appraisals145,000.0
2015PurchaseNo CharacteristicAll Appraisals0.2
2015RefinanceNo CharacteristicAll Appraisals160,000.0
2015BothNo CharacteristicAll Appraisals1,741.0
2015RefinanceNo CharacteristicAll Appraisals754.0
2015PurchaseNo CharacteristicAll Appraisals0.0
2015PurchaseNo CharacteristicAll Appraisals0.7
2015PurchaseNo CharacteristicAll Appraisals987.0
2015BothNo CharacteristicAll Appraisals155,000.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2014BothNo CharacteristicAll Appraisals153,000.0

ECONOMY & INCOME

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

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

BLS Local Area Unemployment

2026-0583,37280,0473,3254.0%
2026-0482,75079,6803,0703.7%
2026-0382,46578,9503,5154.3%
2026-0281,86577,7844,0815.0%
2026-0182,02578,1643,8614.7%
2025-1281,96778,7253,2424.0%
2025-1182,45579,2313,2243.9%
2025-0982,02578,4223,6034.4%
2025-0882,67778,3504,3275.2%
2025-0782,97178,8644,1074.9%
2025-0682,41178,6413,7704.6%
2025-0581,75078,4783,2724.0%
2025-0481,81778,6103,2073.9%
2025-0381,79078,2003,5904.4%
2025-0281,68177,5424,1395.1%
2025-0181,67177,5404,1315.1%
2024-1281,19378,0063,1873.9%
2024-1181,56378,5642,9993.7%
2024-1082,25079,1133,1373.8%
2024-0982,29179,2383,0533.7%
2024-0883,14879,1394,0094.8%
2024-0784,03480,0973,9374.7%
2024-0683,25779,6513,6064.3%
2024-0582,79479,8482,9463.6%
2024-0482,65779,8142,8433.4%
2024-0383,32079,9403,3804.1%
2024-0283,20079,4173,7834.5%
2024-0182,71379,0943,6194.4%
2023-1282,21379,2622,9513.6%
2023-1183,06980,1562,9133.5%
2023-1083,15680,0073,1493.8%
2023-0982,90379,7413,1623.8%
2023-0883,70779,6504,0574.8%
2023-0783,76380,0383,7254.4%
2023-0683,22379,5373,6864.4%
2023-0582,45479,1483,3064.0%
2023-0482,00978,9373,0723.7%
2023-0382,62978,6254,0044.8%
2023-0282,38577,8784,5075.5%
2023-0182,11077,5824,5285.5%
2022-1281,52077,6663,8544.7%
2022-1181,64677,8563,7904.6%
2022-1082,32178,4733,8484.7%
2022-0982,15778,3983,7594.6%
2022-0883,04577,9715,0746.1%
2022-0783,12078,5054,6155.6%
2022-0682,45878,0104,4485.4%
2022-0582,44478,5593,8854.7%
2022-0481,53577,8673,6684.5%
2022-0381,95177,8424,1095.0%
2022-0281,47377,0374,4365.4%
2022-0181,41476,7674,6475.7%
2021-1280,54777,0733,4744.3%
2021-1181,42877,7083,7204.6%
2021-1082,00477,6644,3405.3%
2021-0981,83677,3174,5195.5%
2021-0882,84977,0695,7807.0%
2021-0783,84477,8406,0047.2%
2021-0683,34877,1866,1627.4%
2021-0582,65677,0225,6346.8%
2021-0482,16776,4705,6976.9%
2021-0382,55676,3106,2467.6%
2021-0282,66275,8016,8618.3%
2021-0182,46275,3417,1218.6%
2020-1283,53376,0637,4708.9%
2020-1183,74176,9016,8408.2%
2020-1084,50777,5346,9738.3%
2020-0984,62376,6617,9629.4%
2020-0885,52776,4059,12210.7%
2020-0786,25175,30810,94312.7%
2020-0686,53875,27011,26813.0%
2020-0583,96871,67712,29114.6%
2020-0482,45868,10614,35217.4%
2020-0384,18179,1815,0005.9%
2020-0284,88280,3964,4865.3%
2020-0184,67980,2454,4345.2%
2019-1284,92781,2073,7204.4%
2019-1185,33181,8323,4994.1%
2019-1086,03382,5303,5034.1%
2019-0985,58482,2563,3283.9%
2019-0886,31981,9604,3595.0%
2019-0786,59882,3984,2004.8%
2019-0686,07882,1973,8814.5%
2019-0585,43881,9343,5044.1%
2019-0484,57981,4703,1093.7%
2019-0385,20781,2803,9274.6%
2019-0285,46481,2064,2585.0%
2019-0185,29080,9624,3285.1%
2018-1284,73681,3353,4014.0%
2018-1185,11681,9453,1713.7%
2018-1085,50882,2123,2963.9%
2018-0985,01981,6913,3283.9%
2018-0885,51781,2564,2615.0%
2018-0786,65982,3294,3305.0%
2018-0686,01281,6984,3145.0%
2018-0585,21081,6133,5974.2%
2018-0484,67580,9523,7234.4%
2018-0384,91180,4894,4225.2%
2018-0285,14980,2094,9405.8%
2018-0184,73179,7095,0225.9%

BEA Personal Income

2024$9.92B165,540$60K
2023$9.56B165,556$58K
2022$9.11B165,682$55K
2021$9.21B166,979$55K
2020$8.86B167,864$53K
2019$8.19B168,746$49K
2018$7.89B168,941$47K
2017$7.49B169,533$44K
2016$7.31B170,164$43K
2015$7.21B171,029$42K
2014$7.03B171,234$41K
2013$6.84B171,453$40K
2012$6.79B171,256$40K
2011$6.60B170,977$39K
2010$6.30B170,759$37K
2009$6.07B170,524$36K
2008$6.13B171,336$36K
2007$5.90B172,161$34K
2006$5.63B173,259$33K
2005$5.34B174,820$31K
2004$5.15B176,395$29K
2003$4.90B177,523$28K
2002$4.82B178,277$27K
2001$4.80B179,391$27K
2000$4.56B181,054$25K
1999$4.35B182,592$24K
1998$4.16B184,315$23K
1997$4.05B185,610$22K
1996$3.85B186,663$21K
1995$3.67B187,479$20K
1994$3.55B187,990$19K
1993$3.42B188,483$18K
1992$3.29B187,917$17K
1991$17K

NFIP FLOOD CLAIMS

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

FEMA NFIP redacted claims (nfip_claim, county_code)

2026-03-27$15K$15K$0No
2026-03-26$12K$12K$0Yes
2024-04-17$7K$5K$1KYes
2024-04-12$5K$5K$0Yes
2024-04-12$8K$8K$0Yes
2024-04-11$38K$35K$2KYes
2024-04-11$3K$3K$0Yes
2024-04-11$17K$17K$538.63Yes
2024-04-11$11K$11K$0No
2024-04-04$8K$8K$0Yes
2024-04-03$15K$15K$0Yes
2024-04-03$26K$26K$0Yes
2024-04-03$50K$50K$0No
2024-04-03$43K$43K$0No
2024-04-03$21K$21K$0Yes
2024-04-03$6K$6K$0Yes
2024-04-03$78K$69K$9KNo
2024-04-03$18K$10K$7KYes
2024-04-03$110K$98K$12KYes
2024-04-03$13K$13K$0Yes
2024-04-03$47K$37K$10KNo
2024-04-03$77K$61K$16KYes
2024-04-03$33K$27K$6KYes
2024-04-03$40K$40K$0Yes
2024-04-03$35K$35K$0Yes
2024-04-03$6K$6K$0Yes
2024-04-03$51K$51K$0Yes
2024-04-03$48K$30K$19KYes
2024-04-03$4K$4K$0Yes
2024-04-02$4K$4K$136.07Yes
2024-04-02$9K$9K$0Yes
2024-04-02$37K$37K$0Yes
2024-04-02$33K$33K$0Yes
2023-07-01$17K$17K$0Yes
2022-09-05$13K$13K$0Yes
2022-02-18$4K$4K$0Yes
2022-02-18$67K$42K$25KYes
2022-02-18$7K$7K$0No
2022-02-18$9K$9K$0Yes
2022-02-18$31K$22K$9KYes
2022-02-17$40K$14K$27KYes
2022-02-17$20K$20K$0Yes
2022-02-17$5K$4K$962.43Yes
2022-02-05$6K$6K$0Yes
2022-02-04$20K$20K$0Yes
2019-10-27$0$0$0Yes
2019-05-31$8K$8K$0Yes
2019-05-31$15K$12K$2KYes
2019-05-30$5K$3K$2KYes
2019-05-30$59K$47K$12KYes
2019-05-29$51K$51K$0Yes
2019-05-29$35K$35K$0Yes
2019-05-29$20K$15K$5KYes
2019-05-29$55K$55K$0Yes
2019-05-29$7K$7K$0Yes
2019-05-29$44K$30K$14KYes
2019-05-29$101K$58K$12KYes
2019-05-29$18K$11K$7KYes
2019-05-29$37K$34K$3KNo
2019-05-29$15K$15K$0Yes
2019-05-29$15K$15K$0No
2019-05-29$37K$37K$0Yes
2019-05-29$4K$4K$0Yes
2019-05-29$25K$25K$0Yes
2019-05-29$131K$131K$0No
2019-05-29$8K$7K$1KYes
2019-05-29$25K$20K$5KNo
2019-05-29$8K$8K$0Yes
2019-05-29$87K$87K$0Yes
2019-05-29$14K$14K$0Yes
2019-05-28$5K$0$5KYes
2019-05-28$4K$4K$0Yes
2019-05-28$17K$17K$0Yes
2019-05-28$6K$6K$0Yes
2019-05-28$17K$14K$3KYes
2019-05-28$43K$24K$19KYes
2019-05-28$29K$29K$0No
2019-05-28$38K$27K$11KYes
2019-05-28$38K$38K$0Yes
2019-05-28$22K$22K$0Yes
2019-05-28$39K$12K$27KYes
2019-05-28$16K$16K$0Yes
2019-05-28$59K$54K$5KYes
2019-05-28$59K$48K$11KYes
2019-05-28$41K$34K$6KNo
2019-05-27$70K$70K$0Yes
2018-09-12$14K$14K$0No
2018-09-11$36K$36K$0Yes
2018-09-11$6K$6K$0Yes
2018-09-10$70K$57K$13KYes
2018-09-10$26K$21K$5KNo
2018-09-10$3K$3K$0Yes
2018-09-10$12K$12K$0Yes
2018-09-10$47K$39K$8KNo
2018-09-10$20K$0$20KNo
2018-09-10$7K$3K$4KYes
2018-09-10$59K$17K$41KYes
2018-09-10$3K$3K$0Yes
2018-09-09$17K$10K$7KYes
2018-09-09$17K$17K$0Yes

ALSO CHECKED

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

Go deeper

EVERY HMDA RECORD IN BEAVER COUNTYOpens the loan explorer already filtered to county FIPS 42007.

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