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State markets/Pennsylvania/Blair County

COUNTY MORTGAGE MARKET · FIPS 42013

Blair County, Pennsylvania

Who lends in Blair 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

$326.0M

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

Originations · 2025

2,183

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

Denial rate · 2025

20.6%

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

Lenders active · 2025

191

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

Concentration (HHI)

368

unconcentrated

Top-5 lender share

32.1%

of originations

Purchase

62.6%

1,014 loans

Refinance

37.4%

605 loans

Origination trend

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

Lenders in Blair 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 Blair 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 BLAIR COUNTY

TOP TEN LENDERS IN BLAIR 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.

116$33.1M$33.1M originated in Blair County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
155$20.9M$20.9M originated in Blair County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
169$20.5M$20.5M originated in Blair County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
55$16.1M$16.1M originated in Blair County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
112$14.1M$14.1M originated in Blair County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
135$13.5M$13.5M originated in Blair County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
54$12.5M$12.5M originated in Blair County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
96$12.4M$12.4M originated in Blair County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
67$12.1M$12.1M originated in Blair County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
98$10.5M$10.5M originated in Blair 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 Blair County

All 20 ZIP Code Tabulation Areas that touch Blair 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.
20 OF 20 ZIP AREASEVERY ZIP AREA TOUCHING THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
1313 of the 19 Blair County tracts this ZIP area touches sit mostly inside it.37,09910.5%10,246TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
88 of the 14 Blair County tracts this ZIP area touches sit mostly inside it.24,08810.6%6,802TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
44 of the 9 Blair County tracts this ZIP area touches sit mostly inside it.17,7276.0%5,671TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
44 of the 5 Blair County tracts this ZIP area touches sit mostly inside it.12,3675.3%3,514TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
33 of the 5 Blair County tracts this ZIP area touches sit mostly inside it.9,2426.7%2,977TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
22 of the 2 Blair County tracts this ZIP area touches sit mostly inside it.7,6824.4%2,830TRACTS →HMDA reports no ZIP. This opens the ZIP area's tract list, where each tract's records open exactly.
11 of the 2 Blair County tracts this ZIP area touches sit mostly inside it.5,5613.7%1,621OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 1 Blair County tract this ZIP area touches sit mostly inside it.3,7884.6%1,112OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 3 Blair County tracts this ZIP area touches sit mostly inside it.3,4414.8%1,031OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 3 Blair County tracts this ZIP area touches sit mostly inside it.1,8276.7%484OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
0This ZIP area clips 2 tracts of Blair 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 Blair 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 Blair 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 Blair 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 Blair 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 Blair 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 Blair 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 Blair 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 Blair 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 Blair 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.

38 of Blair County’s 38 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 Blair County

All 38 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.

38 OF 38 TRACTSEVERY TRACT IN THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
Middle99.2%4,2804.7%OPEN →
Moderate65.8%2,8526.9%OPEN →
Middle115.4%2,6285.9%OPEN →
Middle89.7%1,8276.7%OPEN →
Upper132.0%2,6074.0%OPEN →
Middle118.7%3,8715.1%OPEN →
Middle110.2%4,1555.2%OPEN →
Middle107.4%2,1597.2%OPEN →
Middle118.0%3,49013.2%OPEN →
Upper125.7%3,2977.1%OPEN →
Middle112.2%3,4414.8%OPEN →
Upper143.9%7,3995.5%OPEN →
Middle93.9%3,3605.3%OPEN →
Moderate71.0%4,3017.5%OPEN →
Middle91.2%1,5817.2%OPEN →
Upper120.7%4,6876.7%OPEN →
Upper130.7%3,2175.7%OPEN →
Middle80.6%2,4247.0%OPEN →
Middle105.8%5,5613.7%OPEN →
Middle91.6%2,3845.4%OPEN →
Middle112.2%5,2984.0%OPEN →
Middle95.5%3,7884.6%OPEN →
Middle106.2%2,2025.7%OPEN →
Moderate66.1%3,17915.6%OPEN →
Upper124.0%1,66613.5%OPEN →
Moderate76.0%3,30916.0%OPEN →
Middle85.3%2,44510.0%OPEN →
Low39.1%2,36617.1%OPEN →
Upper127.9%1,66314.4%OPEN →
Middle97.8%3,9938.0%OPEN →
Middle112.6%1,4906.2%OPEN →
Middle108.0%3,8958.4%OPEN →
Middle82.0%3,55213.8%OPEN →
Middle111.7%3,3736.7%OPEN →
Moderate60.8%3,17615.0%OPEN →
Moderate52.8%3,54115.2%OPEN →
Moderate70.6%2,9028.4%OPEN →
Moderate53.7%1,46315.0%OPEN →

Source: FFIEC census-tract file (income level, MSA, urban/rural) and HMDA tract attributes (population, minority share, housing units), latest loaded activity year. The whole county is listed — the table is filtered and paged in the browser over the complete set, never a server-side slice of it.

Housing & households

U.S. Census American Community Survey 2024 estimates — the demand side behind the lending figures above.

Population

121,277

Median household income

$62,382

Median home value

$161,100

Median gross rent

$885

per month

Owner-occupied

72.4%

of occupied units

Housing units

55,901

9.6% vacant

Poverty rate

12.0%

Unemployment

4.4%

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 77.7

Social vulnerability

Relatively Moderate

Community resilience

Very High

ELEVATED PERILS

Winter weather 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

66

Declarations recorded

18

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

Everything we hold on Blair 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 Blair County.

HMDA loan-level (hmda_loan_wide, county_code)

Open the loan explorer for Blair CountyEvery reported application and origination in FIPS 42013, filterable on rate, amount, income, purpose and action taken. Loan-level tier.

VA

VA-guaranteed lending in Blair 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

140

Purchase share

44.3%

62 loans

IRRRL refinances

46

Cash-out refinances

32

2026140624632
2025126802323
202497691216
20239474119
20221053557
20212938616938
20202337612235
2019148971536
2018160832354
2017208935164
2016186905640
2015162893538

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 Blair 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

Blair 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

66

−4.3% vs 2024

Multifamily · 2025

20

+11.1% vs 2024

Total authorized · 2025

86

−1.1% vs 2024

Permit valuation · 2025

$27.6M

authorized construction value

Units authorized by year

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

UNITS · SF IN TOOLTIP
0125250375500199019921994199619982000200220042006200820102012201420162018202020222024202586 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 Blair County, showing population movement and wealth transfer.

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

inflow2223Foreign - Other flows, FR
outflow2223Foreign - Other flows, FR
outflow2223Other flows - South, DS447710$32.9M
inflow2223Other flows - South, DS301500$19.2M
inflow2223Cambria County, PA228336$9.9M
outflow2223Cambria County, PA187296$9.1M
inflow2223Bedford County, PA183282$8.2M
outflow2223Bedford County, PA154281$7.4M
inflow2223Centre County, PA138202$7.4M
outflow2223Allegheny County, PA111137$5.0M
inflow2223Huntingdon County, PA107187$6.2M
outflow2223Centre County, PA106164$4.6M
outflow2223Other flows - Midwest, DS104185$6.4M
inflow2223Allegheny County, PA99137$5.8M
inflow2223Other flows - West, DS98150$10.1M
outflow2223Huntingdon County, PA86133$7.9M
outflow2223Other flows - Northeast, DS85146$4.4M
outflow2223Other flows - West, DS80105$3.4M
inflow2223Clearfield County, PA78117$3.7M
inflow2223Other flows - Northeast, DS76140$3.6M
outflow2223Clearfield County, PA61102$3.3M
inflow2223Other flows - Midwest, DS5895$3.8M
outflow2223Indiana County, PA3350$977K
inflow2223Westmoreland County, PA3140$1.3M
outflow2223Westmoreland County, PA3137$1.6M
inflow2223Dauphin County, PA2842$1.1M
outflow2223Cumberland County, PA2234$1.7M
inflow2223York County, PA2228$901K
inflow2223Cumberland County, PA2232$1.3M
outflow2223Lancaster County, PA2233$1.3M
inflow2223Somerset County, PA2132$723K
inflow2223Indiana County, PA2038$882K
outflow2223Philadelphia County, PA2026$656K
inflow2122Foreign - Other flows, FR
outflow2122Foreign - Other flows, FR
outflow2122Other flows - South, DS382641$25.8M
inflow2122Other flows - South, DS274475$31.9M
outflow2122Cambria County, PA199332$7.8M
inflow2122Cambria County, PA196334$10.1M
outflow2122Bedford County, PA158281$7.8M
inflow2122Bedford County, PA152245$7.3M
inflow2122Huntingdon County, PA119195$5.4M
outflow2122Huntingdon County, PA118193$5.5M
inflow2122Centre County, PA109160$5.3M
outflow2122Allegheny County, PA109127$4.9M
outflow2122Centre County, PA108163$5.4M
outflow2122Other flows - Midwest, DS93143$5.7M
outflow2122Other flows - West, DS92146$9.1M
inflow2122Other flows - Northeast, DS90188$4.7M
inflow2122Other flows - West, DS87159$4.3M
inflow2122Allegheny County, PA78108$4.0M
outflow2122Other flows - Northeast, DS75126$5.2M
inflow2122Other flows - Midwest, DS70114$3.4M
inflow2122Clearfield County, PA6291$2.6M
outflow2122Clearfield County, PA5899$2.0M
inflow2122Somerset County, PA2842$935K
outflow2122Cumberland County, PA2638$1.4M
outflow2122Lancaster County, PA2530$1.0M
inflow2122Lancaster County, PA2449$1.8M
outflow2122Westmoreland County, PA2334$758K
inflow2122Indiana County, PA2226$602K
inflow2122Westmoreland County, PA2129$900K
inflow2122Cumberland County, PA2129$881K
inflow2021Foreign - Other flows, FR
outflow2021Foreign - Other flows, FR
outflow2021Other flows - South, DS403742$26.1M
inflow2021Other flows - South, DS332608$20.2M
inflow2021Cambria County, PA236357$9.7M
outflow2021Cambria County, PA227402$10.8M
outflow2021Bedford County, PA160287$6.5M
inflow2021Bedford County, PA157266$5.7M
outflow2021Centre County, PA126204$7.4M
inflow2021Other flows - West, DS106184$8.1M
outflow2021Huntingdon County, PA104175$6.2M
inflow2021Huntingdon County, PA102190$4.6M
inflow2021Other flows - Northeast, DS102184$5.5M
inflow2021Centre County, PA101157$4.1M
inflow2021Allegheny County, PA99133$4.6M
outflow2021Other flows - Northeast, DS92155$4.8M
outflow2021Allegheny County, PA89113$4.2M
outflow2021Other flows - Midwest, DS86126$4.3M
outflow2021Other flows - West, DS77109$3.6M
outflow2021Clearfield County, PA68115$2.7M
inflow2021Other flows - Midwest, DS67102$2.9M
inflow2021Clearfield County, PA66109$2.6M
outflow2021York County, PA3147$1.3M
outflow2021Cumberland County, PA2744$1.8M
outflow2021Dauphin County, PA2638$1.1M
outflow2021Somerset County, PA2541$1.1M
outflow2021Westmoreland County, PA2431$1.2M
outflow2021Indiana County, PA2133$603K
inflow2021Cumberland County, PA2136$1.4M
inflow1920Foreign - Other flows, FR
outflow1920Foreign - Other flows, FR
outflow1920Other flows - South, DS396649$23.0M
inflow1920Other flows - South, DS298577$17.3M
outflow1920Cambria County, PA220367$9.2M
inflow1920Cambria County, PA215349$8.2M
outflow1920Bedford County, PA176324$7.3M
inflow1920Bedford County, PA155254$7.0M
inflow1920Centre County, PA128184$6.4M
outflow1920Centre County, PA122208$5.3M
inflow1920Huntingdon County, PA113200$5.3M
outflow1920Allegheny County, PA109138$4.9M
outflow1920Other flows - West, DS90157$8.2M
outflow1920Huntingdon County, PA89165$3.4M
outflow1920Other flows - Midwest, DS88147$4.1M
inflow1920Allegheny County, PA80112$3.9M
inflow1920Other flows - Northeast, DS77144$4.0M
inflow1920Other flows - West, DS75143$4.5M
inflow1920Clearfield County, PA69114$2.3M
inflow1920Other flows - Midwest, DS69124$4.4M
outflow1920Other flows - Northeast, DS63102$2.8M
outflow1920Clearfield County, PA5697$2.2M
outflow1920Westmoreland County, PA3569$1.4M
inflow1920Philadelphia County, PA2653$1.1M
outflow1920Cumberland County, PA2430$906K
inflow1920Westmoreland County, PA2331$896K
inflow1920Indiana County, PA2232$1.1M
inflow1819Foreign - Other flows, FR
outflow1819Foreign - Other flows, FR
outflow1819Other flows - South, DS397659$21.7M
inflow1819Other flows - South, DS282539$15.8M
inflow1819Cambria County, PA226406$9.7M
outflow1819Cambria County, PA178306$7.2M
inflow1819Bedford County, PA154281$6.8M
outflow1819Bedford County, PA151271$7.0M
inflow1819Centre County, PA120202$5.0M
outflow1819Centre County, PA94146$4.1M
inflow1819Huntingdon County, PA93178$5.9M
outflow1819Allegheny County, PA93122$4.5M
outflow1819Huntingdon County, PA88166$3.6M
outflow1819Other flows - Midwest, DS86176$7.1M
outflow1819Other flows - Northeast, DS80145$5.1M
inflow1819Other flows - West, DS78134$3.4M
inflow1819Other flows - Northeast, DS74130$3.7M
inflow1819Other flows - Midwest, DS67104$4.0M
outflow1819Other flows - West, DS6499$2.3M
inflow1819Clearfield County, PA5376$2.3M
inflow1819Allegheny County, PA5377$1.9M
outflow1819Clearfield County, PA4183$1.0M
inflow1819Westmoreland County, PA2639$1.1M
outflow1819Westmoreland County, PA2229$977K
outflow1819Philadelphia County, PA2134$748K
outflow1819Indiana County, PA2139$738K
inflow1718Foreign - Other flows, FR
outflow1718Foreign - Other flows, FR
outflow1718Other flows - South, DS363667$22.4M
inflow1718Other flows - South, DS263453$13.7M
inflow1718Cambria County, PA195320$9.9M
outflow1718Cambria County, PA189321$6.1M
outflow1718Bedford County, PA147304$5.1M
inflow1718Bedford County, PA135230$4.6M
outflow1718Centre County, PA125179$4.6M
inflow1718Centre County, PA106158$4.4M
inflow1718Huntingdon County, PA103181$4.1M
inflow1718Other flows - Northeast, DS103208$5.5M
outflow1718Other flows - Midwest, DS99176$6.5M
outflow1718Allegheny County, PA92113$3.7M
outflow1718Other flows - West, DS89148$3.7M
outflow1718Huntingdon County, PA89171$3.9M
inflow1718Other flows - West, DS77117$3.5M
inflow1718Other flows - Midwest, DS69136$4.1M
outflow1718Other flows - Northeast, DS64120$4.2M
inflow1718Allegheny County, PA6194$3.0M
inflow1718Clearfield County, PA5395$1.9M
outflow1718Clearfield County, PA4991$1.6M
outflow1718Westmoreland County, PA2945$1.5M
inflow1718Westmoreland County, PA2746$1.1M
outflow1718Dauphin County, PA2647$1.1M
inflow1718Somerset County, PA2549$1.3M
outflow1718Cumberland County, PA2229$797K
inflow1718Mifflin County, PA2036$921K
outflow1617Foreign - Other flows, FR
inflow1617Foreign - Other flows, FR
outflow1617Other flows - South, DS486870$26.5M
inflow1617Other flows - South, DS365676$18.5M
inflow1617Cambria County, PA255439$9.7M
outflow1617Cambria County, PA242457$9.5M
inflow1617Bedford County, PA192354$7.1M
outflow1617Bedford County, PA182334$7.2M
outflow1617Centre County, PA149247$7.5M
inflow1617Huntingdon County, PA144250$4.6M
inflow1617Centre County, PA139245$7.3M
outflow1617Other flows - West, DS126240$5.9M
outflow1617Other flows - Midwest, DS113209$5.1M
inflow1617Allegheny County, PA105162$4.4M
inflow1617Other flows - Northeast, DS105202$4.9M
outflow1617Huntingdon County, PA105187$4.1M
inflow1617Other flows - West, DS100199$5.4M
outflow1617Allegheny County, PA99140$3.8M
inflow1617Clearfield County, PA98171$4.0M
inflow1617Other flows - Midwest, DS93184$5.1M
outflow1617Other flows - Northeast, DS92173$5.9M
outflow1617Clearfield County, PA78137$2.3M
inflow1617Westmoreland County, PA3555$1.4M
outflow1617Indiana County, PA3154$1.4M
inflow1617Indiana County, PA3142$1.0M
outflow1617Cumberland County, PA2957$1.5M
inflow1617Philadelphia County, PA2950$726K

UAD APPRAISALS

FHFA Uniform Appraisal Dataset aggregates for Blair County.

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

2023PurchaseNo CharacteristicAll Appraisals556.0
2023PurchaseNo CharacteristicAll Appraisals0.3
2023RefinanceNo CharacteristicAll Appraisals161.0
2023PurchaseNo CharacteristicAll Appraisals1.1
2023BothNo CharacteristicAll Appraisals717.0
2023PurchaseNo CharacteristicAll Appraisals0.7
2023PurchaseNo CharacteristicAll Appraisals1.0
2023RefinanceNo CharacteristicAll Appraisals154,000.0
2023BothNo CharacteristicAll Appraisals166,000.0
2023PurchaseNo CharacteristicAll Appraisals168,000.0
2023PurchaseNo CharacteristicAll Appraisals0.0
2022PurchaseNo CharacteristicAll Appraisals1.0
2022BothNo CharacteristicAll Appraisals160,000.0
2022PurchaseNo CharacteristicAll Appraisals0.3
2022PurchaseNo CharacteristicAll Appraisals160,000.0
2022PurchaseNo CharacteristicAll Appraisals1.0
2022RefinanceNo CharacteristicAll Appraisals330.0
2022PurchaseNo CharacteristicAll Appraisals0.0
2022PurchaseNo CharacteristicAll Appraisals0.7
2022RefinanceNo CharacteristicAll Appraisals169,000.0
2022BothNo CharacteristicAll Appraisals1,000.0
2022PurchaseNo CharacteristicAll Appraisals670.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021RefinanceNo CharacteristicAll Appraisals175,000.0
2021BothNo CharacteristicAll Appraisals1,584.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021PurchaseNo CharacteristicAll Appraisals819.0
2021PurchaseNo CharacteristicAll Appraisals0.3
2021RefinanceNo CharacteristicAll Appraisals765.0
2021PurchaseNo CharacteristicAll Appraisals0.1
2021BothNo CharacteristicAll Appraisals170,000.0
2021PurchaseNo CharacteristicAll Appraisals0.6
2021PurchaseNo CharacteristicAll Appraisals162,000.0
2020PurchaseNo CharacteristicAll Appraisals0.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020BothNo CharacteristicAll Appraisals1,315.0
2020PurchaseNo CharacteristicAll Appraisals676.0
2020PurchaseNo CharacteristicAll Appraisals0.6
2020BothNo CharacteristicAll Appraisals170,000.0
2020RefinanceNo CharacteristicAll Appraisals200,000.0
2020RefinanceNo CharacteristicAll Appraisals639.0
2020PurchaseNo CharacteristicAll Appraisals147,300.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020PurchaseNo CharacteristicAll Appraisals0.3
2019PurchaseNo CharacteristicAll Appraisals0.0
2019PurchaseNo CharacteristicAll Appraisals1.0
2019BothNo CharacteristicAll Appraisals150,000.0
2019PurchaseNo CharacteristicAll Appraisals595.0
2019PurchaseNo CharacteristicAll Appraisals0.3
2019PurchaseNo CharacteristicAll Appraisals1.0
2019RefinanceNo CharacteristicAll Appraisals170,000.0
2019BothNo CharacteristicAll Appraisals955.0
2019RefinanceNo CharacteristicAll Appraisals360.0
2019PurchaseNo CharacteristicAll Appraisals140,000.0
2019PurchaseNo CharacteristicAll Appraisals0.7
2018RefinanceNo CharacteristicAll Appraisals143,500.0
2018BothNo CharacteristicAll Appraisals828.0
2018PurchaseNo CharacteristicAll Appraisals494.0
2018RefinanceNo CharacteristicAll Appraisals334.0
2018BothNo CharacteristicAll Appraisals140,000.0
2018PurchaseNo CharacteristicAll Appraisals138,000.0
2018PurchaseNo CharacteristicAll Appraisals0.7
2018PurchaseNo CharacteristicAll Appraisals0.0
2018PurchaseNo CharacteristicAll Appraisals0.3
2018PurchaseNo CharacteristicAll Appraisals1.0
2018PurchaseNo CharacteristicAll Appraisals1.0
2017RefinanceNo CharacteristicAll Appraisals146,000.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals0.3
2017PurchaseNo CharacteristicAll Appraisals0.0
2017BothNo CharacteristicAll Appraisals955.0
2017PurchaseNo CharacteristicAll Appraisals528.0
2017PurchaseNo CharacteristicAll Appraisals140,000.0
2017RefinanceNo CharacteristicAll Appraisals427.0
2017PurchaseNo CharacteristicAll Appraisals0.6
2017BothNo CharacteristicAll Appraisals145,000.0
2016PurchaseNo CharacteristicAll Appraisals506.0
2016RefinanceNo CharacteristicAll Appraisals161,000.0
2016PurchaseNo CharacteristicAll Appraisals1.0
2016PurchaseNo CharacteristicAll Appraisals133,300.0
2016PurchaseNo CharacteristicAll Appraisals0.6
2016PurchaseNo CharacteristicAll Appraisals0.0
2016BothNo CharacteristicAll Appraisals145,000.0
2016PurchaseNo CharacteristicAll Appraisals1.1
2016PurchaseNo CharacteristicAll Appraisals0.3
2016BothNo CharacteristicAll Appraisals1,051.0
2016RefinanceNo CharacteristicAll Appraisals545.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2015PurchaseNo CharacteristicAll Appraisals130,000.0
2015PurchaseNo CharacteristicAll Appraisals0.3
2015RefinanceNo CharacteristicAll Appraisals145,000.0
2015BothNo CharacteristicAll Appraisals1,010.0
2015RefinanceNo CharacteristicAll Appraisals467.0
2015PurchaseNo CharacteristicAll Appraisals0.0
2015PurchaseNo CharacteristicAll Appraisals0.6
2015PurchaseNo CharacteristicAll Appraisals543.0
2015BothNo CharacteristicAll Appraisals135,000.0
2015PurchaseNo CharacteristicAll Appraisals1.0
2014BothNo CharacteristicAll Appraisals140,000.0

ECONOMY & INCOME

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

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

BLS Local Area Unemployment

2026-0558,27956,1882,0913.6%
2026-0457,52955,5891,9403.4%
2026-0357,16254,8892,2734.0%
2026-0256,76854,2562,5124.4%
2026-0157,21754,7432,4744.3%
2025-1257,05154,9242,1273.7%
2025-1157,32555,2582,0673.6%
2025-0957,07754,8102,2674.0%
2025-0858,28655,4252,8614.9%
2025-0758,15155,4542,6974.6%
2025-0658,01455,4812,5334.4%
2025-0557,52655,4382,0883.6%
2025-0457,15755,1631,9943.5%
2025-0356,90254,6042,2984.0%
2025-0256,61354,0492,5644.5%
2025-0156,88954,3342,5554.5%
2024-1256,09454,0422,0523.7%
2024-1156,28754,3971,8903.4%
2024-1056,81254,8062,0063.5%
2024-0957,41455,5861,8283.2%
2024-0858,60455,9362,6684.6%
2024-0758,65356,0572,5964.4%
2024-0658,39355,9982,3954.1%
2024-0557,94456,0731,8713.2%
2024-0457,35055,6741,6762.9%
2024-0357,26755,2142,0533.6%
2024-0257,00254,7302,2724.0%
2024-0156,99754,8062,1913.8%
2023-1256,94655,0741,8723.3%
2023-1157,22755,4871,7403.0%
2023-1057,22055,3271,8933.3%
2023-0957,62755,7931,8343.2%
2023-0858,46155,8982,5634.4%
2023-0758,35356,0332,3204.0%
2023-0658,30155,9642,3374.0%
2023-0557,34655,4741,8723.3%
2023-0456,73655,0291,7073.0%
2023-0356,67654,4812,1953.9%
2023-0256,44753,9412,5064.4%
2023-0156,41553,9392,4764.4%
2022-1256,14054,0122,1283.8%
2022-1155,87753,8252,0523.7%
2022-1056,35354,2092,1443.8%
2022-0956,71454,6352,0793.7%
2022-0858,06654,9463,1205.4%
2022-0758,02955,1232,9065.0%
2022-0658,17755,2772,9005.0%
2022-0557,96455,6292,3354.0%
2022-0457,06254,8232,2393.9%
2022-0356,90254,3632,5394.5%
2022-0256,52253,7502,7724.9%
2022-0156,92254,0462,8765.1%
2021-1256,22654,0382,1883.9%
2021-1156,53954,2492,2904.1%
2021-1056,88654,1382,7484.8%
2021-0957,17554,4292,7464.8%
2021-0858,25654,5653,6916.3%
2021-0758,94455,0913,8536.5%
2021-0658,58654,8483,7386.4%
2021-0557,98954,6143,3755.8%
2021-0457,65654,2343,4225.9%
2021-0357,53753,9213,6166.3%
2021-0257,49953,4484,0517.0%
2021-0157,77153,4154,3567.5%
2020-1258,59253,9884,6047.9%
2020-1158,30154,2744,0276.9%
2020-1058,61854,7703,8486.6%
2020-0958,71654,3704,3467.4%
2020-0859,17554,2124,9638.4%
2020-0759,83153,5286,30310.5%
2020-0659,22452,8456,37910.8%
2020-0557,82750,1067,72113.4%
2020-0456,46846,6749,79417.3%
2020-0357,81754,6093,2085.5%
2020-0257,93255,0182,9145.0%
2020-0158,28255,3012,9815.1%
2019-1258,18455,4642,7204.7%
2019-1157,95255,5002,4524.2%
2019-1058,31155,8112,5004.3%
2019-0958,53056,1552,3754.1%
2019-0859,67256,5763,0965.2%
2019-0759,72456,4533,2715.5%
2019-0659,32556,4952,8304.8%
2019-0558,49156,2022,2893.9%
2019-0457,91255,7502,1623.7%
2019-0357,99355,3102,6834.6%
2019-0257,99355,1162,8775.0%
2019-0158,19055,2682,9225.0%
2018-1257,55255,1462,4064.2%
2018-1157,64355,4222,2213.9%
2018-1057,71955,4552,2643.9%
2018-0958,02255,7902,2323.8%
2018-0858,98156,1032,8784.9%
2018-0759,56356,5523,0115.1%
2018-0659,43156,4492,9825.0%
2018-0558,58756,2842,3033.9%
2018-0458,07055,7092,3614.1%
2018-0357,90355,2372,6664.6%
2018-0258,06355,0593,0045.2%
2018-0158,12655,1163,0105.2%

BEA Personal Income

2024$7.24B120,269$60K
2023$6.97B120,494$58K
2022$6.63B120,796$55K
2021$6.72B122,160$55K
2020$6.23B122,664$51K
2019$5.72B123,339$46K
2018$5.57B123,813$45K
2017$5.31B124,268$43K
2016$5.19B124,724$42K
2015$5.14B125,429$41K
2014$4.91B125,951$39K
2013$4.74B126,360$38K
2012$4.77B126,909$38K
2011$4.70B127,179$37K
2010$4.45B127,087$35K
2009$4.29B127,161$34K
2008$4.23B127,112$33K
2007$4.07B127,048$32K
2006$3.88B127,002$31K
2005$3.76B126,730$30K
2004$3.63B127,194$29K
2003$3.47B127,353$27K
2002$3.34B127,631$26K
2001$3.25B128,471$25K
2000$3.21B128,981$25K
1999$3.08B129,757$24K
1998$2.97B130,509$23K
1997$2.83B130,931$22K
1996$2.69B131,080$20K
1995$2.55B131,802$19K
1994$2.45B132,124$19K
1993$2.35B131,661$18K
1992$2.24B131,270$17K
1991$16K

NFIP FLOOD CLAIMS

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

FEMA NFIP redacted claims (nfip_claim, county_code)

2026-07-05$0Yes
2026-07-05$0Yes
2026-07-05$0Yes
2025-06-17$10K$10K$0Yes
2025-06-17$3K$3K$0Yes
2025-06-16$19K$10K$9KNo
2024-04-03$0No
2024-04-03$7K$7K$0No
2024-04-02$3K$3K$0Yes
2022-08-21$9K$9K$0Yes
2022-06-22$12K$12K$0Yes
2021-09-30$0$0$0No
2021-09-04$0Yes
2021-09-02$59K$59K$0No
2021-09-02$0No
2021-09-02$14K$11K$3KYes
2021-09-01$8K$8K$0Yes
2021-09-01$4K$4K$0No
2021-09-01$12K$12K$0No
2021-09-01$0Yes
2021-09-01$16K$16K$0Yes
2021-09-01$5K$5K$0Yes
2021-09-01$2K$2K$0Yes
2021-09-01$5K$5K$0Yes
2021-09-01$0Yes
2021-09-01$0Yes
2021-09-01$11K$11K$0Yes
2021-09-01$5K$5K$0Yes
2021-09-01$5K$5K$0Yes
2021-09-01$2K$2K$0Yes
2021-09-01$4K$4K$0Yes
2021-09-01$0Yes
2021-09-01$2K$2K$0Yes
2021-09-01$7K$7K$0Yes
2021-09-01$0Yes
2021-09-01$23K$22K$1KYes
2021-09-01$356K$356K$0No
2021-09-01$7K$7K$0Yes
2021-06-10$0No
2021-06-10$0No
2021-06-10$0No
2021-06-10$10K$10K$0Yes
2021-06-10$0$0$0Yes
2021-06-09$0$0$0Yes
2021-06-09$2K$2K$0Yes
2020-02-06$0No
2019-10-31$3K$3K$0Yes
2019-08-06$9K$6K$4KYes
2019-08-03$2K$2K$0Yes
2019-08-02$16K$16K$0No
2019-08-02$500K$500K$0No
2019-08-02$6K$6K$0Yes
2019-08-02$3K$3K$0No
2019-08-02$1K$1K$0Yes
2019-08-02$3K$3K$0Yes
2019-08-02$20K$18K$2KYes
2019-08-02$4K$4K$0Yes
2019-08-02$0$0$0Yes
2019-07-20$0Yes
2018-10-09$0Yes
2018-09-25$2K$2K$0Yes
2018-09-14$5K$5K$0Yes
2018-09-11$9K$8K$621.78Yes
2018-09-10$9K$9K$0Yes
2018-09-10$0Yes
2018-09-10$15K$6K$8KYes
2018-09-10$1K$1K$0No
2018-09-10$1K$1K$0Yes
2018-09-10$8K$8K$0Yes
2018-09-10$3K$3K$0No
2018-09-10$5K$5K$0Yes
2018-09-10$14K$14K$0Yes
2018-09-10$4K$4K$0Yes
2018-09-10$3K$3K$0No
2018-09-10$11K$11K$0Yes
2018-09-10$12K$12K$0Yes
2018-09-10$6K$6K$0Yes
2018-09-10$0Yes
2018-09-10$16K$16K$0No
2018-09-10$26K$22K$4KYes
2018-09-10$3K$3K$0No
2018-09-09$22K$22K$0Yes
2018-09-09$2K$2K$0Yes
2018-09-09$0No
2018-09-09$29K$24K$6KNo
2018-09-08$8K$8K$0No
2018-09-03$0Yes
2018-08-03$14K$13K$1KYes
2018-08-03$9K$9K$0Yes
2018-08-03$861.11$861.11$0Yes
2018-08-03$4K$4K$0Yes
2018-08-03$3K$3K$0Yes
2018-08-03$0Yes
2018-08-03$5K$5K$0Yes
2018-08-03$8K$8K$0Yes
2018-08-03$421.3$421.3$0Yes
2018-08-03$17K$17K$0Yes
2018-07-23$3K$3K$0Yes
2018-07-03$4K$4K$0Yes
2018-07-02$8K$8K$0Yes

ALSO CHECKED

18 more data areas were checked for Blair 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 BLAIR COUNTYOpens the loan explorer already filtered to county FIPS 42013.

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.