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State markets/Pennsylvania/Forest County

COUNTY MORTGAGE MARKET · FIPS 42053

Forest County, Pennsylvania

Who lends in Forest 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

$9.6M

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

Originations · 2025

80

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

Denial rate · 2025

17.0%

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

Lenders active · 2025

39

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

Concentration (HHI)

725

unconcentrated

Top-5 lender share

48.7%

of originations

Purchase

70.0%

35 loans

Refinance

30.0%

15 loans

Origination trend

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

Lenders in Forest 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 Forest 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 FOREST COUNTY

TOP TEN LENDERS IN FOREST 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.

16$1.5M$1.5M originated in Forest County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
8$1.3M$1.3M originated in Forest County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
7$805K$805K originated in Forest County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
6$530K$530K originated in Forest County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
3$525K$525K originated in Forest County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
3$485K$485K originated in Forest County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
5$465K$465K originated in Forest County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
4$450K$450K originated in Forest County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
1$425K$425K originated in Forest County, 2025Share needs a county-wide denominator, which the narrower fallback source does not carry.
1$385K$385K originated in Forest 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 Forest County

All 11 ZIP Code Tabulation Areas that touch Forest 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.
11 OF 11 ZIP AREASEVERY ZIP AREA TOUCHING THE COUNTY — NO ROWS WITHHELD
TOP LENDERRECORDS
11 of the 2 Forest County tracts this ZIP area touches sit mostly inside it.4,36136.5%624OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
11 of the 1 Forest County tract this ZIP area touches sit mostly inside it.2,6123.9%1,148OPEN →This ZIP area is one census tract here, so its records open directly and exactly.
0This ZIP area clips 1 tract of Forest 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 Forest 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 Forest 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 Forest 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 Forest 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 Forest 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 Forest 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 Forest 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 Forest 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.

2 of Forest County’s 3 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 Forest County

All 3 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.

3 OF 3 TRACTSEVERY TRACT IN THE COUNTY — NO ROWS WITHHELD
TRACTINCOME LEVEL% OF MSA INCOMEPOPULATIONMINORITY %TOP LENDERRECORDS
Moderate68.9%4,36136.5%OPEN →
Middle82.8%2,6123.9%OPEN →
Moderate76.5%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

6,715

Median household income

$52,191

Median home value

$115,300

Median gross rent

$817

per month

Owner-occupied

78.3%

of occupied units

Housing units

6,937

72.3% vacant

Poverty rate

11.9%

Unemployment

2.5%

Natural-hazard exposure

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

Overall risk

Very Low

score 19.9

Social vulnerability

Very High

Community resilience

Relatively Low

Federal disaster history

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

Months with an active declaration

58

Declarations recorded

12

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

Everything we hold on Forest 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 Forest County.

HMDA loan-level (hmda_loan_wide, county_code)

Open the loan explorer for Forest CountyEvery reported application and origination in FIPS 42053, filterable on rate, amount, income, purpose and action taken. Loan-level tier.

VA

VA-guaranteed lending in Forest 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

1

Purchase share

100.0%

1 loans

IRRRL refinances

0

Cash-out refinances

0

20261100
20252101
20241001
20235500
2022321
20217340
20206132
20192200
20183300
20177430
20166402
20155302

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 Forest 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

Forest 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

2

−33.3% vs 2024

Multifamily · 2025

0

Total authorized · 2025

2

−33.3% vs 2024

Permit valuation · 2025

$399K

authorized construction value

Units authorized by year

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

UNITS · SF IN TOOLTIP
025507510019901992199419961998200020022004200620082010201220142016201820202022202420252 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 Forest County, showing population movement and wealth transfer.

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

inflow2223Other flows - West, DS
outflow2223Other flows - Midwest, DS
inflow2223Other flows - Midwest, DS
outflow2223Other flows - Northeast, DS
outflow2223Other flows - West, DS
outflow2223Foreign - Other flows, FR
inflow2223Other flows - Northeast, DS
outflow2223Other flows - South, DS2637$956K
inflow2223Other flows - South, DS2029$805K
inflow2122Other flows - West, DS
outflow2122Other flows - Northeast, DS
outflow2122Other flows - Midwest, DS
inflow2122Other flows - Northeast, DS
inflow2122Other flows - Midwest, DS
inflow2122Other flows - South, DS
outflow2122Other flows - West, DS
outflow2122Other flows - South, DS3749$1.2M
inflow2122Clarion County, PA2146$905K
outflow2122Allegheny County, PA2022$502K
inflow2021Other flows - Northeast, DS
outflow2021Other flows - Northeast, DS
outflow2021Other flows - Midwest, DS
outflow2021Other flows - South, DS
inflow2021Other flows - West, DS
inflow2021Other flows - Midwest, DS
inflow2021Other flows - South, DS3849$986K
outflow2021Clarion County, PA2538$531K
inflow2021Clarion County, PA2146$1.1M
inflow2021Allegheny County, PA2128$907K
outflow1920Other flows - Midwest, DS
outflow1920Other flows - South, DS
inflow1920Other flows - West, DS
outflow1920Other flows - Northeast, DS
inflow1920Other flows - Northeast, DS
inflow1920Other flows - Midwest, DS
outflow1920Clarion County, PA3160$1.2M
inflow1920Clarion County, PA2741$1.1M
inflow1920Other flows - South, DS2438$1.9M
outflow1819Other flows - Midwest, DS
outflow1819Other flows - South, DS
outflow1819Other flows - West, DS
outflow1819Other flows - Northeast, DS
inflow1819Other flows - South, DS
inflow1819Other flows - Northeast, DS
inflow1819Other flows - Midwest, DS
inflow1819Clarion County, PA2033$662K
inflow1718Other flows - West, DS
outflow1718Other flows - Northeast, DS
outflow1718Other flows - Midwest, DS
outflow1718Other flows - South, DS
outflow1718Other flows - West, DS
inflow1718Other flows - Northeast, DS
inflow1718Other flows - Midwest, DS
inflow1718Other flows - South, DS
outflow1718Clarion County, PA2640$731K
inflow1617Other flows - Midwest, DS
inflow1617Other flows - West, DS
outflow1617Other flows - Northeast, DS
outflow1617Other flows - Midwest, DS
outflow1617Other flows - West, DS
inflow1617Other flows - Northeast, DS
inflow1617Other flows - South, DS
outflow1617Clarion County, PA4379$1.9M
inflow1617Clarion County, PA2339$734K
outflow1617Other flows - South, DS2036$592K
inflow1617Venango County, PA2033$798K
inflow1516Other flows - West, DS
inflow1516Other flows - Northeast, DS
inflow1516Other flows - Midwest, DS
inflow1516Other flows - South, DS
outflow1516Other flows - Northeast, DS
outflow1516Other flows - Midwest, DS
outflow1516Other flows - South, DS
outflow1516Other flows - West, DS
outflow1516Foreign - Other flows, FR
outflow1516Venango County, PA2444$741K
outflow1516Clarion County, PA2450$880K
inflow1516Clarion County, PA2440$997K
inflow1415Other flows - South, DS
outflow1415Other flows - Northeast, DS
outflow1415Other flows - Midwest, DS
outflow1415Other flows - South, DS
outflow1415Other flows - West, DS
inflow1415Other flows - Northeast, DS
inflow1415Other flows - Midwest, DS
outflow1415Clarion County, PA2745$1.1M
inflow1314Other flows - Midwest, DS
outflow1314Other flows - Northeast, DS
outflow1314Other flows - Midwest, DS
outflow1314Other flows - South, DS
outflow1314Other flows - West, DS
outflow1314Foreign - Other flows, FR
inflow1314Other flows - Northeast, DS
inflow1314Other flows - South, DS
outflow1314Clarion County, PA2650$771K
inflow1314Clarion County, PA2135$707K
inflow1314Allegheny County, PA2035$830K
outflow1213Other flows - West, DS
inflow1213Foreign - Other flows, FR
outflow1213Other flows - Northeast, DS
inflow1213Other flows - West, DS
inflow1213Other flows - Northeast, DS
inflow1213Other flows - Midwest, DS
outflow1213Venango County, PA2844$805K
outflow1213Clarion County, PA2238$623K
inflow1213Other flows - South, DS1936$460K
inflow1213Clarion County, PA1626$527K
outflow1213Other flows - South, DS1627$387K
inflow1213Warren County, PA1326$428K
outflow1213Jefferson County, PA1318$335K
outflow1213Other flows - Midwest, DS1113$306K
inflow1213Allegheny County, PA1017$1.0M
inflow1112Other flows - West, DS
outflow1112Other flows - Northeast, DS
outflow1112Other flows - West, DS
outflow1112Foreign - Other flows, FR
inflow1112Other flows - Northeast, DS
inflow1112Clarion County, PA4172$1.2M
outflow1112Clarion County, PA3566$1.2M
inflow1112Venango County, PA2551$850K
outflow1112Other flows - South, DS2538$544K
outflow1112Venango County, PA2032$608K
outflow1112Warren County, PA1835$380K
inflow1112Warren County, PA1730$646K
inflow1112Other flows - South, DS1524$428K
inflow1112Other flows - Midwest, DS1425$453K
outflow1112Other flows - Midwest, DS1233$464K
outflow1112Jefferson County, PA1125$348K
outflow1112Allegheny County, PA1111$501K
inflow1112Allegheny County, PA1017$343K

UAD APPRAISALS

FHFA Uniform Appraisal Dataset aggregates for Forest County.

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

2023PurchaseNo CharacteristicAll Appraisals
2023PurchaseNo CharacteristicAll Appraisals
2023RefinanceNo CharacteristicAll Appraisals
2023PurchaseNo CharacteristicAll Appraisals
2023BothNo CharacteristicAll Appraisals32.0
2023PurchaseNo CharacteristicAll Appraisals
2023PurchaseNo CharacteristicAll Appraisals
2023RefinanceNo CharacteristicAll Appraisals
2023BothNo CharacteristicAll Appraisals151,000.0
2023PurchaseNo CharacteristicAll Appraisals
2023PurchaseNo CharacteristicAll Appraisals
2022PurchaseNo CharacteristicAll Appraisals
2022BothNo CharacteristicAll Appraisals125,000.0
2022PurchaseNo CharacteristicAll Appraisals
2022PurchaseNo CharacteristicAll Appraisals
2022PurchaseNo CharacteristicAll Appraisals
2022RefinanceNo CharacteristicAll Appraisals
2022PurchaseNo CharacteristicAll Appraisals
2022PurchaseNo CharacteristicAll Appraisals
2022RefinanceNo CharacteristicAll Appraisals
2022BothNo CharacteristicAll Appraisals33.0
2022PurchaseNo CharacteristicAll Appraisals
2021PurchaseNo CharacteristicAll Appraisals1.0
2021RefinanceNo CharacteristicAll Appraisals181,000.0
2021BothNo CharacteristicAll Appraisals49.0
2021PurchaseNo CharacteristicAll Appraisals1.0
2021PurchaseNo CharacteristicAll Appraisals31.0
2021PurchaseNo CharacteristicAll Appraisals0.3
2021RefinanceNo CharacteristicAll Appraisals18.0
2021PurchaseNo CharacteristicAll Appraisals0.1
2021BothNo CharacteristicAll Appraisals142,000.0
2021PurchaseNo CharacteristicAll Appraisals0.6
2021PurchaseNo CharacteristicAll Appraisals105,000.0
2020PurchaseNo CharacteristicAll Appraisals0.1
2020PurchaseNo CharacteristicAll Appraisals1.0
2020BothNo CharacteristicAll Appraisals49.0
2020PurchaseNo CharacteristicAll Appraisals33.0
2020PurchaseNo CharacteristicAll Appraisals0.6
2020BothNo CharacteristicAll Appraisals95,000.0
2020RefinanceNo CharacteristicAll Appraisals144,000.0
2020RefinanceNo CharacteristicAll Appraisals16.0
2020PurchaseNo CharacteristicAll Appraisals88,000.0
2020PurchaseNo CharacteristicAll Appraisals1.0
2020PurchaseNo CharacteristicAll Appraisals0.3
2019PurchaseNo CharacteristicAll Appraisals
2019PurchaseNo CharacteristicAll Appraisals
2019BothNo CharacteristicAll Appraisals112,000.0
2019PurchaseNo CharacteristicAll Appraisals
2019PurchaseNo CharacteristicAll Appraisals
2019PurchaseNo CharacteristicAll Appraisals
2019RefinanceNo CharacteristicAll Appraisals
2019BothNo CharacteristicAll Appraisals43.0
2019RefinanceNo CharacteristicAll Appraisals
2019PurchaseNo CharacteristicAll Appraisals
2019PurchaseNo CharacteristicAll Appraisals
2018RefinanceNo CharacteristicAll Appraisals
2018BothNo CharacteristicAll Appraisals28.0
2018PurchaseNo CharacteristicAll Appraisals
2018RefinanceNo CharacteristicAll Appraisals
2018BothNo CharacteristicAll Appraisals93,500.0
2018PurchaseNo CharacteristicAll Appraisals
2018PurchaseNo CharacteristicAll Appraisals
2018PurchaseNo CharacteristicAll Appraisals
2018PurchaseNo CharacteristicAll Appraisals
2018PurchaseNo CharacteristicAll Appraisals
2018PurchaseNo CharacteristicAll Appraisals
2017RefinanceNo CharacteristicAll Appraisals116,500.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals1.0
2017PurchaseNo CharacteristicAll Appraisals0.3
2017PurchaseNo CharacteristicAll Appraisals0.1
2017BothNo CharacteristicAll Appraisals26.0
2017PurchaseNo CharacteristicAll Appraisals12.0
2017PurchaseNo CharacteristicAll Appraisals109,000.0
2017RefinanceNo CharacteristicAll Appraisals14.0
2017PurchaseNo CharacteristicAll Appraisals0.6
2017BothNo CharacteristicAll Appraisals109,000.0
2016PurchaseNo CharacteristicAll Appraisals
2016RefinanceNo CharacteristicAll Appraisals
2016PurchaseNo CharacteristicAll Appraisals
2016PurchaseNo CharacteristicAll Appraisals
2016PurchaseNo CharacteristicAll Appraisals
2016PurchaseNo CharacteristicAll Appraisals
2016BothNo CharacteristicAll Appraisals86,000.0
2016PurchaseNo CharacteristicAll Appraisals
2016PurchaseNo CharacteristicAll Appraisals
2016BothNo CharacteristicAll Appraisals34.0
2016RefinanceNo CharacteristicAll Appraisals
2015PurchaseNo CharacteristicAll Appraisals
2015PurchaseNo CharacteristicAll Appraisals
2015PurchaseNo CharacteristicAll Appraisals
2015RefinanceNo CharacteristicAll Appraisals
2015BothNo CharacteristicAll Appraisals32.0
2015RefinanceNo CharacteristicAll Appraisals
2015PurchaseNo CharacteristicAll Appraisals
2015PurchaseNo CharacteristicAll Appraisals
2015PurchaseNo CharacteristicAll Appraisals
2015BothNo CharacteristicAll Appraisals93,000.0
2015PurchaseNo CharacteristicAll Appraisals
2014BothNo CharacteristicAll Appraisals75,000.0

ECONOMY & INCOME

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

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

BLS Local Area Unemployment

2026-051,5141,445694.6%
2026-041,5051,432734.9%
2026-031,4831,3811026.9%
2026-021,5081,3781308.6%
2026-011,5041,3841208.0%
2025-121,4901,391996.6%
2025-111,5131,429845.6%
2025-091,4871,410775.2%
2025-081,5321,4321006.5%
2025-071,5551,457986.3%
2025-061,5551,459966.2%
2025-051,5181,444744.9%
2025-041,5081,428805.3%
2025-031,5041,407976.4%
2025-021,4961,3751218.1%
2025-011,5111,3871248.2%
2024-121,4821,389936.3%
2024-111,4881,409795.3%
2024-101,5311,452795.2%
2024-091,5051,438674.5%
2024-081,5491,457925.9%
2024-071,5931,4931006.3%
2024-061,5641,478865.5%
2024-051,5421,466764.9%
2024-041,5111,438734.8%
2024-031,4741,387875.9%
2024-021,4851,3811047.0%
2024-011,5081,4031057.0%
2023-121,4851,404815.5%
2023-111,5251,453724.7%
2023-101,5591,478815.2%
2023-091,5451,477684.4%
2023-081,6191,5121076.6%
2023-071,6241,525996.1%
2023-061,5881,500885.5%
2023-051,5641,489754.8%
2023-041,5251,450754.9%
2023-031,5121,4071056.9%
2023-021,5041,3831218.0%
2023-011,5281,4051238.0%
2022-121,5201,421996.5%
2022-111,5141,426885.8%
2022-101,5561,467895.7%
2022-091,5201,445754.9%
2022-081,5781,4591197.5%
2022-071,6131,4961177.3%
2022-061,5991,4951046.5%
2022-051,5691,481885.6%
2022-041,5211,430916.0%
2022-031,4821,383996.7%
2022-021,4901,3801107.4%
2022-011,5031,3911127.5%
2021-121,5031,410936.2%
2021-111,5091,426835.5%
2021-101,5981,4891096.8%
2021-091,5681,4621066.8%
2021-081,6221,4771458.9%
2021-071,6291,4851448.8%
2021-061,6281,5031257.7%
2021-051,6261,4971297.9%
2021-041,5791,4381418.9%
2021-031,5911,42716410.3%
2021-021,6101,43717310.7%
2021-011,6101,43417610.9%
2020-121,6631,48617710.6%
2020-111,6321,4811519.3%
2020-101,6531,5241297.8%
2020-091,6601,5131478.9%
2020-081,7181,53818010.5%
2020-071,7001,49021012.4%
2020-061,7121,49921312.4%
2020-051,6831,45622713.5%
2020-041,6831,37930418.1%
2020-031,5921,4381549.7%
2020-021,6091,4591509.3%
2020-011,6091,4551549.6%
2019-121,6211,4871348.3%
2019-111,5901,491996.2%
2019-101,6191,521986.1%
2019-091,6431,550935.7%
2019-081,7221,6001227.1%
2019-071,7261,6101166.7%
2019-061,7131,5911227.1%
2019-051,6531,567865.2%
2019-041,5931,495986.2%
2019-031,6211,4871348.3%
2019-021,6511,5021499.0%
2019-011,6461,4931539.3%
2018-121,6301,5131177.2%
2018-111,6171,523945.8%
2018-101,6211,538835.1%
2018-091,6531,571825.0%
2018-081,6981,5911076.3%
2018-071,7341,6251096.3%
2018-061,7211,6051166.7%
2018-051,6631,5601036.2%
2018-041,6171,5061116.9%
2018-031,6091,4801298.0%
2018-021,6321,4871458.9%
2018-011,6351,4821539.4%

BEA Personal Income

2024$199.6M6,601$30K
2023$195.4M6,486$30K
2022$187.2M6,621$28K
2021$198.1M6,902$29K
2020$195.4M6,964$28K
2019$170.4M7,020$24K
2018$165.5M7,285$23K
2017$155.3M7,321$21K
2016$158.8M7,328$22K
2015$154.5M7,381$21K
2014$158.5M7,455$21K
2013$154.3M7,528$20K
2012$152.4M7,585$20K
2011$158.2M7,671$21K
2010$160.8M7,704$21K
2009$156.3M7,737$20K
2008$156.9M7,470$21K
2007$136.7M7,512$18K
2006$137.4M7,519$18K
2005$133.0M6,964$19K
2004$122.3M6,118$20K
2003$120.1M5,909$20K
2002$114.9M5,627$20K
2001$110.8M5,355$21K
2000$102.9M5,021$20K
1999$98.8M4,942$20K
1998$92.9M4,946$19K
1997$89.0M4,942$18K
1996$86.4M4,881$18K
1995$82.3M4,892$17K
1994$77.2M4,888$16K
1993$74.2M4,902$15K
1992$70.8M4,886$14K
1991$14K

NFIP FLOOD CLAIMS

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

FEMA NFIP redacted claims (nfip_claim, county_code)

2021-07-16$371.82$371.82$0Yes
2021-07-03$0Yes
2016-02-25$0Yes
2014-06-13$15K$15K$0No
2014-05-21$139K$118K$21KNo
2014-05-21$0$0$0Yes
2014-05-21$15K$7K$8KNo
2011-02-25$362.43$362.43$0No
1996-01-20$1K$1K$0No
1996-01-19$517$517$0Yes
1984-02-15$4K$2K$2KNo
1982-01-16$2K$2K$0No
1981-06-09$16K$16K$0No
1979-01-25$270$270$0No

ALSO CHECKED

18 more data areas were checked for Forest 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 FOREST COUNTYOpens the loan explorer already filtered to county FIPS 42053.

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.