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Living in Munhall

In Munhall, unemployment is 7.9% (2024).

Munhall (officially Munhall borough) had 10,548 residents in July 2026 and is a city in the United States. Median household income was US$52,517 a year in July 2026. The city had 4 schools in 2026. There were 9,707 physicians per 100,000 residents in 2026.

Last checked 2026-10-0731 sources

Population10,371people31 Dec 2024Official source · U.S. Census Bureau, Population Estimates Program
Median gross salary3,543EUR/month31 Dec 2020Official source · ACS 2020-2024 5-year table-based Summary File, table B20002 (Median Earnings in the Past 12 Months (in 2024 inflation-adjusted dollars) by Sex for the Population 16 Years and Over with Earnings)
Median rent720.6EUR/month31 Dec 2020Official source · ACS 2020-2024 5-year table-based Summary File, table B25064 (Median Gross Rent), place records
Unemployment rate7.9%country median 4.6% — 73% aboveOfficial source · Census Reporter (underlying U.S. Census ACS)
Recorded crime1,492offences per 100,000country median 1,586 — 6% belowOfficial source · FBI Crime Data Explorer / Uniform Crime Reporting
PM2.5, annual mean8.12µg/m³31 Dec 2024Nearest stationOfficial source · U.S. EPA Air Quality System / AirData

Higher unemployment than 87% of American cities that publish it and dirtier air than 79% of American cities that publish it.

Which United States-wide rules apply when you move to Munhall?

National rules stay on the country page instead of being relabelled as city data.

Visa and entry rulesPassport-specific entry and national residence context.BenefitsCountry-wide eligibility and official application routes.Taxes in United StatesNational rates and thresholds that apply in Munhall.Healthcare eligibilityCountry-wide insurance and residence conditions.

Housing and cost

Median gross rent was US$780 per month, while the median home value was US$132,100 in July 2026. Owner occupation was 66.7%, and the vacancy rate was 10.8% in July 2026. 42.6% of renter households spent at least 30% of income on housing in July 2026.

What recurs every month2 published recurring costs, € per month
Munhall recurring monthly costs, € per month

€ / month

Internet, 60 Mbps€60
Mobile plan, 10 GB€22
MetricValuePeriodSource
Internet, 60 Mbps unlimited60.38 EUR/month30 Sept 2026Verizon 300 Mbps home internet27Official · national market
Mobile plan, 10 GB21.57 EUR/month30 Sept 2026Visible unlimited mobile plan28Official · national market
Median gross rent$780/month4 Jul 2026ACS median gross rent5Official
Households spending over 30% of income on rent42.59 %4 Jul 2026ACS median gross rent5Official
Housing vacancy rate (legacy series)10.8 %4 Jul 2026ACS median gross rent5Official
Average monthly rent (whole dwelling)803.9 EUR/month31 Dec 2020ACS 2020-2024 5-year table-based Summary File, tables B25065 (Aggregate Gross Rent) and B25063 (Gross Rent, units with cash rent)3Official
Median monthly rent720.6 EUR/month31 Dec 2020ACS 2020-2024 5-year table-based Summary File, table B25064 (Median Gross Rent), place records2Official
Recorded property crimes134 offenses/year31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)12Official

Is Munhall a good place to live?

There is no universal answer. The profile scores below show who the available published evidence may suit; they are a decision aid, not a personal recommendation.

Try your profile
Remote worker51%strong on work, weak on legal route · range 42–60%
Skilled employee55%strong on work, weak on safety · range 46–64%
Student57%strong on education, weak on work · range 47–67%
Family64%strong on family, weak on cost · range 55–73%
Retirement54%strong on safety, weak on admin · range 43–65%

Worked out from these numbers

How international is the population?

0.8% of residents hold a foreign nationality — 83 of 10,371 people. This counts nationality, not place of birth, so long-settled residents who naturalised are not in it.

Work and income

Unemployment across cities in United StatesUnemployment in Munhall is 7.9%. Of 2,153 cities with data, 1,250 have unemployment of 0 to under 5%.

Unemployment rate (%)

MetricValuePeriodSource
Median household income52,517 USD/year4 Jul 2026ACS total population6Official
Households with cable, fibre or DSL broadband69.98 %4 Jul 2026ACS total population6Official
Households with a broadband subscription86.03 %4 Jul 2026ACS total population6Official
Households with internet but no subscription1.46 %4 Jul 2026ACS total population6Official
Households without internet12.51 %4 Jul 2026ACS total population6Official
Households with satellite internet3.82 %4 Jul 2026ACS total population6Official
Median gross salary3,543 EUR/month31 Dec 2020ACS 2020-2024 5-year table-based Summary File, table B20002 (Median Earnings in the Past 12 Months (in 2024 inflation-adjusted dollars) by Sex for the Population 16 Years and Over with Earnings)1Official
Median gross salary (regional)3,669 EUR/month31 Dec 2025www.bls.gov29Official
Unemployment rate7.9 %country median 4.6%31 Dec 2024Census Reporter (underlying U.S. Census ACS)9Official

What does a salary buy in Munhall?

Take-home pay after tax, minus rent and the everyday bills this city publishes. Each line names its source.

Munhall median gross pay: €3,543 (ACS 2020-2024 5-year table-based Summary File, table B20002 (Median Earnings in the Past 12 Months (in 2024 inflation-adjusted dollars) by Sex for the Population 16 Years and Over with Earnings), 2020-12-31).
Left over each month€1,895of €2,781 take-home
  • Rent
  • Internet
  • Mobile
  • Left over
Line-by-line breakdown and sources
Each month€
Take-home payOECD Taxing Wages 2025, single, no children. Includes central and local income tax and employee social contributions; euro amounts at the ECB average for 2026-08.€2,781
Rentaverage rent of a whole dwelling · official · ACS 2020-2024 5-year table-based Summary File, tables B25065 (Aggregate Gross Rent) and B25063 (Gross Rent, units with cash rent) · 2020-12-31− €804
Internet€60 · official · Verizon 300 Mbps home internet · 2026-09-30− €60
Mobile plan€22 · official · Visible unlimited mobile plan · 2026-09-30− €22
Other everyday billsnot published for this city: public transport pass, utilities—
Left overbefore the bills this city does not publish€1,895
Take-home pay for other salaries and households Compare with another city Check a job offer in Munhall Salary needed to live in Munhall

Public employment service

No exact public employment office is currently linked to Munhall. The verified national service may still offer online registration, job search or an official office finder.

Country-level information

American Job Centers — Public employment service

U.S. Department of Labor Employment and Training Administration

Job Search
Open official service
Open the United States service overview

Country-level service information is not treated as proof of a physical office in Munhall. Sources checked through 10 Aug 2026.

Family and education

MetricValuePeriodSource
Residents with high school education or higher93.65 %4 Jul 2026ACS median gross rent5Official
Schools4 schools30 Jun 2026NCES CCD public school count15Official
School enrolment, share of residents16.47 %4 Jul 2026ACS median gross rent5Official

Healthcare

MetricValuePeriodSource
Mental health provider ratio305 ratio30 Jun 2026HRSA mental health provider ratio14Official
Primary care doctors per 100,000 residents9,707 per 100,000 people30 Jun 2026HRSA mental health provider ratio14Official
Preventable hospitalizations3,041 per 100,000 people30 Jun 2026HRSA mental health provider ratio14Official
Physicians per 100,000 residents749.1 per 100,00031 Dec 2023Area Health Resources Files (AHRF), County 2024-2025 release14Official · county

Yes — migrants can receive medical care in Munhall when the national insurance or residence conditions are met.

Healthcare access follows the country-wide insurance rules; local capacity facts remain city data and are not used as proof of eligibility.

Open the official coverage guide
Country rule verified 2026-08-03.

Safety

Recorded crime across major citiesMunhall highlighted among comparable cities
Recorded crime across major cities with Munhall highlighted

recorded incidents per 100k residents

Philadelphia5,457
Houston5,442
San Antonio5,218
Chicago4,012
Dallas4,010
Austin3,709
Fort Worth3,158
Phoenix3,125
New York City3,039
Los Angeles2,212
San Diego2,082
Munhall1,492
MetricValuePeriodSource
Recorded incidents per 100,000 residents1,492 offences per 100,000country median 1,58631 Dec 2024FBI Crime Data Explorer / Uniform Crime Reporting13Official
Recorded violent crimes19 offenses/year31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)12Official

Mobility and administration

MetricValuePeriodSource
Direct destinations from the nearest major airport37 count3 Aug 2026OpenFlights20Official
Average commute time23.91 minutes4 Jul 2026ACS total population6Official
Workers commuting by bicycle0 %4 Jul 2026ACS total population6Official
Workers commuting by public transport1.93 %4 Jul 2026ACS total population6Official
Workers walking to work4.03 %4 Jul 2026ACS total population6Official
Distance to the nearest major airport30 km3 Aug 2026OurAirports21Official
Nearest major airport (IATA code)PIT3 Aug 2026OurAirports21Official

Language courses and integration

No exact city-level course record is currently published for Munhall. These verified national programmes may still apply; use the official programme page to check local availability.

Country-level information

Adult Education and English Language Acquisition (AEFLA) — State Language Course

U.S. Department of Education

For adult learners, adult English-language learners.

EnglishIn Person, Online, HybridCost varies
Open official information

USCIS English and citizenship class finder — Civic Orientation

U.S. Citizenship and Immigration Services

For immigrants, future citizens.

EnglishIn Person, OnlineCost varies
Open official information
Open the full United States section
National programme information is not treated as proof of a course location in Munhall.

Find courses near Munhall

Climate and air quality

Temperature through the yearAverage daytime high and night-time low, °C
Rainfall through the yearAverage monthly precipitation, mm
Air quality vs health guidelinesAnnual means against WHO 2021 guidelines and EU legal limits

City values from the published air-quality observations. WHO 2021 guidelines and EU limit values are published constants.

PM2.5 across cities in United StatesAnnual PM2.5 in Munhall is 8.1 µg/m³. Of 968 cities with data, 261 have annual PM2.5 of 6 to under 7 µg/m³.

Annual PM2.5 (µg/m³)

MetricValuePeriodSource
PM2.5 — annual mean8.12 µg/m³31 Dec 2024U.S. EPA Air Quality System / AirData26Official · nearest-station reading
Average daytime high by monthJan 3.61 · Feb 5.39 · Mar 10.5 · Apr 17.72 · May 23.06 · Jun 27.33 · Jul 29.44 · Aug 28.56 · Sep 24.89 · Oct 18.33 · Nov 11.56 · Dec 5.83 °C1991–2020NOAA U.S. Monthly Climate Normals 1991-2020 — station USC00365573 (MCKEESPORT)19Official · nearest-station reading
Average night-time low by monthJan -6.39 · Feb -5.72 · Mar -1.94 · Apr 3.17 · May 8.56 · Jun 13.67 · Jul 16.17 · Aug 15.61 · Sep 11.67 · Oct 5.39 · Nov 0 · Dec -3.67 °C1991–2020NOAA U.S. Monthly Climate Normals 1991-2020 — station USC00365573 (MCKEESPORT)19Official · nearest-station reading
Average temperature by monthJan -1.39 · Feb 0.056 · Mar 4.67 · Apr 11.17 · May 16.56 · Jun 20.83 · Jul 23.11 · Aug 22.28 · Sep 18.56 · Oct 12.33 · Nov 6.22 · Dec 1.33 °C31 Dec 1991NOAA National Centers for Environmental Information17Official · nearest-station reading
Average precipitation by monthJan 81.28 · Feb 67.56 · Mar 83.57 · Apr 81.03 · May 98.04 · Jun 119.9 · Jul 96.27 · Aug 95 · Sep 84.33 · Oct 74.68 · Nov 73.15 · Dec 76.45 mm31 Dec 1991NOAA National Centers for Environmental Information18Official · nearest-station reading
PM2.5, highest monitored reading20.4 µg/m³31 Dec 2024US EPA Air Quality System (AQS)26Official · nearest-station reading
PM2.5, annual mean8.12 µg/m³31 Dec 2024US EPA Air Quality System (AQS)26Official · nearest-station reading
PM2.5 monitoring sites18 monitors1 Jul 2026EPA AirData PM2.5 annual mean10Official source, approximated value · Supplemental context · county
Annual precipitation809.2 mm30 Jun 2026NOAA GHCN-Daily climate normals16Official source, approximated value · Supplemental context · station observation
Maximum July temperature23.68 °C30 Jun 2026NOAA GHCN-Daily climate normals16Official source, approximated value · Supplemental context · station observation
Average annual temperature12.45 °C30 Jun 2026NOAA GHCN-Daily climate normals16Official source, approximated value · Supplemental context · station observation
Minimum January temperature3.56 °C30 Jun 2026NOAA GHCN-Daily climate normals16Official source, approximated value · Supplemental context · station observation

Similar climate. In United States: Akron ±1.0 °C. Elsewhere: Chatham-Kent (Canada) ±2.1 °C, Cottbus (Germany) ±2.3 °C, Hoyerswerda (Germany) ±2.5 °C, Traunreut (Germany) ±2.5 °C, Traunstein (Germany) ±2.5 °C. Twenty closest, compared month by month

Monthly highs and lows against the 1991–2020 station normals of the nearest station; ± is the average monthly difference.

Population and city profile

Who lives hereResidents by nationality, % of population

Calculated from the population and foreign-resident facts on this page.

MetricValuePeriodSource
City area5.94 km²31 Dec 2025U.S. Census Bureau (TIGERweb ArcGIS REST service)23Official
Foreign-resident share0.787 %31 Dec 2024Census Reporter (underlying U.S. Census ACS)9Official
Foreign residents83 people31 Dec 2024Census Reporter (underlying U.S. Census ACS)9Official
Population density1,746 people/km²31 Dec 2024U.S. Census Bureau (Population Estimates Program)25Official
Population10,371 people31 Dec 2024U.S. Census Bureau, Population Estimates Program25Official
Population covered by crime statistics10,275 people31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)12Official

Additional context

MetricValuePeriodSource
Median home value132,100 USD4 Jul 2026ACS median gross rent5Official
Owner-occupied homes66.74 %4 Jul 2026ACS median gross rent5Official
Labour force participation rate63.53 %4 Jul 2026ACS total population6Official
Residents born abroad0.79 %4 Jul 2026ACS total population6Official
Naturalized citizens, share of residents0.52 %4 Jul 2026ACS total population6Official
Non-citizens, share of residents0.27 %4 Jul 2026ACS total population6Official
Flu vaccination coverage63.12 %30 Jun 2026CDC BRFSS flu vaccination coverage7Official
Mammography screening coverage75.9 %30 Jun 2026CDC mammography screening rate8Official
Residents without health insurance5.57 %4 Jul 2026ACS median gross rent5Official
Residents with a bachelor's degree or higher30.88 %4 Jul 2026ACS median gross rent5Official
Crime reporting agencies1 agencies30 Jun 2026FBI CDE/UCR crime statistics11Official source, approximated value · Supplemental context · agency service area
Households with a vehicle available84.32 %4 Jul 2026ACS median gross rent5Official
Public transport agencies in the National Transit Database0 agencies4 Jul 2026ACS total population6Official
Workers aged 16 and over5,142 workers4 Jul 2026ACS total population6Official
Workers mainly working from home10.83 %4 Jul 2026ACS total population6Official
Households using cellular data plans77.75 %4 Jul 2026ACS total population6Official

Alternatives for people set on Munhall

Three places for the three reasons people leave a city on the shortlist: stay in the region, stay in the country, or keep the budget and change the country. A percentage appears only where both cities publish that metric from the same source, period and grain. Distances are straight lines — travel times are not collected yet.

Baldwin borough as a Munhall alternative in the same region

6 km away, better on 5 of 7 metrics measured the same way, worse on 0.

  • Foreign residents: 10.3% Baldwin borough vs 0.8% Munhall+1210%
  • Unemployment: 1.9% Baldwin borough vs 7.9% Munhall−76%
  • Recorded crime, per 100k: 469 Baldwin borough vs 1,492 Munhall−69%
  • Residents: 20,712 Baldwin borough vs 10,371 Munhall+100%
  • Median gross pay, city: €3,985 Baldwin borough vs €3,543 Munhall+12%
  • Annual PM2.5: 7.0 µg/m³ Baldwin borough vs 8.1 µg/m³ Munhall−13%
  • Median gross pay, region: €3,669 Baldwin borough vs €3,669 Munhallsame level
Full comparisonMore about Baldwin borough

North Bethesda as a Munhall alternative in the same country

A move, not a commute, at 282 km, better on 3 of 3 metrics measured the same way, worse on 0. Median gross pay, city and recorded crime, per 100k cannot be compared like for like.

  • Foreign residents: 34.1% North Bethesda vs 0.8% Munhall+4235%
  • Unemployment: 3.6% North Bethesda vs 7.9% Munhall−54%
  • Median gross pay, city: €6,119 North Bethesda vs €3,543 Munhallno percentage
  • Annual PM2.5: 5.9 µg/m³ North Bethesda vs 8.1 µg/m³ Munhall−28%
  • Recorded crime, per 100k: 3,458 (2025) North Bethesda vs 1,492 (2024) Munhallno percentage
Full comparisonMore about North Bethesda

Cities near Munhall

Published cities within 25 km, nearest first. Distances are straight-line.

Pittsburgh Commuting Zone · 10.0 km away
Salary
3,223 EUR/monthMedian gross salary · 2024-12-31
Swissvale 3.3 km away
Rent
1,050 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,261 EUR/monthMedian gross salary · 2020-12-31
West Mifflin 4.0 km away
Rent
720.6 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,766 EUR/monthMedian gross salary · 2020-12-31
Forest Hills borough 5.2 km away
Rent
986.7 EUR/monthMedian monthly rent · 2020-12-31
Salary
4,428 EUR/monthMedian gross salary · 2020-12-31
Wilkinsburg 6.1 km away
Rent
947 EUR/monthMedian monthly rent · 2020-12-31
Salary
2,922 EUR/monthMedian gross salary · 2020-12-31
Baldwin borough 6.3 km away
Rent
984.9 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,985 EUR/monthMedian gross salary · 2020-12-31
Brentwood borough 6.8 km away
Rent
794.5 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,735 EUR/monthMedian gross salary · 2020-12-31

Alternative cities in United States

Other cities in United States to compare with Munhall, nearest in population first.

All United States cities
Kendallville10,371 residentsPine Castle10,371 residentsGalion10,370 residentsBellefontaine Neighbors10,368 residentsGateway10,376 residentsCody10,377 residents

How does Munhall compare?

Pick a city. The answer appears here and the address bar keeps it, so the comparison can be shared; the page stays Munhall's.

Open the full comparison

Is Munhall part of Pittsburgh?

Munhall is in the published commuting zone of Pittsburgh; this does not mean it is administratively part of the hub. Pittsburgh city profile

Relationship type: Commuting Zone Of. Source22

Put Munhall's key facts on your site — a card with this page's figures and a link back, free under CC BY 4.0.

Common questions

Answered from the published values on this page, each with its source and date.

What is the typical salary around Munhall?

The median gross salary is 3,669 EUR/month. Source: www.bls.gov.

What is the unemployment rate in Munhall?

The unemployment rate is 7.9 %. Source: Census Reporter (underlying U.S. Census ACS).

Is the air quality good in Munhall?

The annual PM2.5 mean is 8.12 µg/m³. The WHO 2021 guideline is 5 µg/m³ and the EU limit value is 25 µg/m³, so this reading is above the WHO guideline but within the EU limit. Source: U.S. EPA Air Quality System / AirData.

How safe is Munhall?

Police recorded 1,492 offences per 100,000. This counts all offences, so it is not comparable with a violent-crime-only rate from another source. Source: FBI Crime Data Explorer / Uniform Crime Reporting.

How many people live in Munhall?

The published population is 10,371 people. Source: U.S. Census Bureau, Population Estimates Program.

How many foreign residents live in Munhall?

83 residents hold a foreign nationality. Source: Census Reporter (underlying U.S. Census ACS).

Is Munhall a good place to live?

Munhall may suit different people for different reasons. The page's profile scores compare published cost, work, housing, safety, healthcare and other available factors; they are a decision aid, not a universal recommendation.

Is Munhall part of Pittsburgh?

Munhall is in the published commuting zone of Pittsburgh; this does not mean it is administratively part of the hub.

Which cities are near Munhall?

Pittsburgh, Swissvale, West Mifflin, Duquesne, Forest Hills borough are near Munhall. Typed relationship labels are shown where published; other rows use straight-line distance from admitted coordinates.

Cite this page

Open a format to select or copy this ImmigrationDB compilation citation. The native disclosure and text fallback work without JavaScript.

APA citation
ImmigrationDB. (2026, October 16). Munhall, United States: population, rent, salary, jobs [ImmigrationDB compilation; version 763513986827c099685912769ac57fae]. ImmigrationDB. https://immigrationdb.com/cities/us/munhall-borough/ Retrieved 2026-10-16. Compilation license: CC BY 4.0, https://creativecommons.org/licenses/by/4.0/
BibTeX citation
@misc{immigrationdb_immigrationdb_munhall-united-states-population-rent-salary-jobs_502b95560a33,
  author = {ImmigrationDB},
  title = {Munhall, United States: population, rent, salary, jobs},
  publisher = {ImmigrationDB},
  year = {2026},
  date = {2026-10-16},
  version = {763513986827c099685912769ac57fae},
  url = {https://immigrationdb.com/cities/us/munhall-borough/},
  note = {Retrieved 2026-10-16. ImmigrationDB compilation. Compilation license: CC BY 4.0, https://creativecommons.org/licenses/by/4.0/},
}
Markdown citation
[Munhall, United States: population, rent, salary, jobs](https://immigrationdb.com/cities/us/munhall-borough/) — ImmigrationDB; ImmigrationDB; version 763513986827c099685912769ac57fae; retrieved 2026-10-16; built 2026-10-16.

This citation identifies the ImmigrationDB compilation/page. Underlying source publishers and datasets retain their own terms; inspect the Sources section and cite those records separately. View the underlying source records.

Sources

JSON Markdown
  1. ACS 2020-2024 5-year table-based Summary File, table B20002 (Median Earnings in the Past 12 Months (in 2024 inflation-adjusted dollars) by Sex for the Population 16 Years and Over with Earnings) www2.census.gov · checked 2026-09-19
  2. ACS 2020-2024 5-year table-based Summary File, table B25064 (Median Gross Rent), place records www2.census.gov · checked 2026-09-18
  3. ACS 2020-2024 5-year table-based Summary File, tables B25065 (Aggregate Gross Rent) and B25063 (Gross Rent, units with cash rent) www2.census.gov · checked 2026-09-19
  4. ACS 2024 1-year table-based Summary File, table B20002 (Median Earnings in the Past 12 Months (in 2024 inflation-adjusted dollars) by Sex for the Population 16 Years and Over with Earnings) www2.census.gov · checked 2026-09-19
  5. ACS median gross rent api.censusreporter.org · checked 2026-07-04
  6. ACS total population api.censusreporter.org · checked 2026-07-04
  7. CDC BRFSS flu vaccination coverage data.cdc.gov · checked 2026-06-30
  8. CDC mammography screening rate data.cdc.gov · checked 2026-06-30
  9. Census Reporter (underlying U.S. Census ACS) api.censusreporter.org · checked 2026-08-03
  10. EPA AirData PM2.5 annual mean aqs.epa.gov · checked 2026-07-01
Show 21 more sources
  1. FBI CDE/UCR crime statistics cde.ucr.cjis.gov · checked 2026-06-30
  2. FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip) cde.ucr.cjis.gov · checked 2026-09-05
  3. FBI Crime Data Explorer / Uniform Crime Reporting cde.ucr.cjis.gov · checked 2026-08-04
  4. HRSA mental health provider ratio data.hrsa.gov · checked 2026-06-30
  5. NCES CCD public school count nces.ed.gov · checked 2026-06-30
  6. NOAA GHCN-Daily climate normals ncei.noaa.gov · checked 2026-06-30
  7. NOAA National Centers for Environmental Information ncei.noaa.gov · checked 2026-08-05
  8. NOAA National Centers for Environmental Information ncei.noaa.gov · checked 2026-08-05
  9. NOAA U.S. Monthly Climate Normals 1991-2020 — station USC00365573 (MCKEESPORT) NOAA U.S. Monthly Climate Normals 1991-2020 · ncei.noaa.gov · checked 2026-07-31
  10. OpenFlights raw.githubusercontent.com · checked 2026-08-03
  11. OurAirports davidmegginson.github.io · checked 2026-08-03
  12. TIGERweb ACS2023 — Metropolitan and Micropolitan Statistical Areas (CBSA, January 1 2023) TIGERweb ACS2023 · tigerweb.geo.census.gov · checked 2026-09-19
  13. U.S. Census Bureau (TIGERweb ArcGIS REST service) tigerweb.geo.census.gov · checked 2026-08-03
  14. U.S. Census Bureau TIGERweb Places (layer 4 incorporated places, layer 5 CDPs; identical query) tigerweb.geo.census.gov · checked 2026-09-11
  15. U.S. Census Bureau, Population Estimates Program www2.census.gov · checked 2026-08-05
  16. U.S. EPA Air Quality System / AirData aqs.epa.gov · checked 2026-08-05
  17. Verizon 300 Mbps home internet verizon.com · checked 2026-09-15
  18. Visible unlimited mobile plan visible.com · checked 2026-09-15
  19. www.bls.gov bls.gov · checked 2026-08-27
  20. Coordinate identity evidence wikidata.org · checked 2026-09-06
  21. Coordinate identity evidence wikidata.org · checked 2026-09-06

Spotted a number that looks wrong? Every value here carries its source and date — tell us what you found and we will re-check it against the source.