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Living in Swarthmore

In Swarthmore, unemployment is 7.7% (2024).

Swarthmore (officially Swarthmore borough) is a city in the United States. Its population was 6,550 in July 2026. There were 2,806 physicians per 100,000 residents in 2026. The city had 5 schools in 2026. In July 2026, owner occupation was 76% and the vacancy rate was 4.44%.

Last checked 2026-10-0731 sources

Population6,596people31 Dec 2024Official source · U.S. Census Bureau, Population Estimates Program
Median gross salary3,050EUR/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 rent1,415EUR/month31 Dec 2020Official source · ACS 2020-2024 5-year table-based Summary File, table B25064 (Median Gross Rent), place records
Unemployment rate7.67%country median 4.6% — 68% aboveOfficial source · Census Reporter (underlying U.S. Census ACS)
Recorded crime749.8offences per 100,000country median 1,586 — 53% belowOfficial source · FBI Crime Data Explorer / Uniform Crime Reporting
PM2.5, annual mean6.88µg/m³31 Dec 2024Nearest stationOfficial source · U.S. EPA Air Quality System / AirData

Higher unemployment than 85% of American cities that publish it and less recorded crime than 81% of American cities that publish it.

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

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 Swarthmore.Healthcare eligibilityCountry-wide insurance and residence conditions.

Housing and cost

Median gross rent was US$1,532 per month, while the median home value was US$633,800 in July 2026. 32.4% of renter households spent at least 30% of income on housing in July 2026.

What recurs every month2 published recurring costs, € per month
Swarthmore 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 internet26Official · national market
Mobile plan, 10 GB21.57 EUR/month30 Sept 2026Visible unlimited mobile plan27Official · national market
Median gross rent$1,532/month4 Jul 2026ACS median gross rent5Official
Households spending over 30% of income on rent32.39 %4 Jul 2026ACS median gross rent5Official
Housing vacancy rate (legacy series)4.44 %4 Jul 2026ACS median gross rent5Official
Property crime per 100,000 residents466.7 per 100,000 people1 Jul 2026FBI CDE/UCR crime statistics11Official
Average monthly rent (whole dwelling)1,337 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)4Official
Median monthly rent1,415 EUR/month31 Dec 2020ACS 2020-2024 5-year table-based Summary File, table B25064 (Median Gross Rent), place records3Official
Recorded property crimes22 offenses/year31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)12Official

Is Swarthmore 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 worker44%strong on work, weak on legal route · range 35–53%
Skilled employee51%strong on work, weak on safety · range 42–60%
Student52%strong on education, weak on work · range 42–62%
Family68%strong on family, weak on cost · range 59–77%
Retirement51%strong on safety, weak on admin · range 40–62%

Worked out from these numbers

How international is the population?

11.4% of residents hold a foreign nationality — 751 of 6,596 people. This counts nationality, not place of birth, so long-settled residents who naturalised are not in it.

Work and income

Median household income was US$152,361 a year in July 2026.

Unemployment across cities in United StatesUnemployment in Swarthmore is 7.7%. Of 2,153 cities with data, 1,250 have unemployment of 0 to under 5%.

Unemployment rate (%)

MetricValuePeriodSource
Median household income152,361 USD/year4 Jul 2026ACS total population6Official
Households with cable, fibre or DSL broadband88.44 %4 Jul 2026ACS total population6Official
Households with a broadband subscription97.1 %4 Jul 2026ACS total population6Official
Households with internet but no subscription0 %4 Jul 2026ACS total population6Official
Households without internet2.9 %4 Jul 2026ACS total population6Official
Households with satellite internet3.05 %4 Jul 2026ACS total population6Official
Median gross salary3,050 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)2Official
Median gross salary (regional)4,013 EUR/month31 Dec 2025www.bls.gov29Official
Unemployment rate7.67 %country median 4.6%31 Dec 2024Census Reporter (underlying U.S. Census ACS)9Official

What does a salary buy in Swarthmore?

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

Swarthmore median gross pay: €3,050 (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€1,001of €2,420 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.€2,420
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− €1,337
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€1,001
Take-home pay for other salaries and households Compare with another city Check a job offer in Swarthmore Salary needed to live in Swarthmore

Public employment service

No exact public employment office is currently linked to Swarthmore. 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 Swarthmore. Sources checked through 10 Aug 2026.

Family and education

MetricValuePeriodSource
Residents with high school education or higher99.12 %4 Jul 2026ACS median gross rent5Official
Schools5 schools30 Jun 2026NCES CCD public school count15Official
School enrolment, share of residents45.2 %4 Jul 2026ACS median gross rent5Official

Healthcare

MetricValuePeriodSource
Mental health provider ratio99 ratio30 Jun 2026HRSA mental health provider ratio14Official
Primary care doctors per 100,000 residents2,806 per 100,000 people30 Jun 2026HRSA mental health provider ratio14Official
Preventable hospitalizations2,781 per 100,000 people30 Jun 2026HRSA mental health provider ratio14Official
Physicians per 100,000 residents463 per 100,00031 Dec 2023Area Health Resources Files (AHRF), County 2024-2025 release14Official · county

Yes — migrants can receive medical care in Swarthmore 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 citiesSwarthmore highlighted among comparable cities
Recorded crime across major cities with Swarthmore 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
Swarthmore750
MetricValuePeriodSource
Recorded incidents per 100,000 residents749.8 offences per 100,000country median 1,58631 Dec 2024FBI Crime Data Explorer / Uniform Crime Reporting13Official
Violent crime per 100,000 residents31.11 per 100,000 people1 Jul 2026FBI CDE/UCR crime statistics11Official
Recorded violent crimes0 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 airport122 count3 Aug 2026OpenFlights20Official
Average commute time26.27 minutes4 Jul 2026ACS total population6Official
Workers commuting by bicycle0.6 %4 Jul 2026ACS total population6Official
Workers commuting by public transport7.87 %4 Jul 2026ACS total population6Official
Workers walking to work24.49 %4 Jul 2026ACS total population6Official
Distance to the nearest major airport10 km3 Aug 2026OurAirports21Official
Nearest major airport (IATA code)PHL3 Aug 2026OurAirports21Official

Language courses and integration

No exact city-level course record is currently published for Swarthmore. 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 Swarthmore.

Find courses near Swarthmore

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 Swarthmore is 6.9 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 mean6.88 µg/m³31 Dec 2024U.S. EPA Air Quality System / AirData25Official · nearest-station reading
Average daytime high by monthJan 5.17 · Feb 6.83 · Mar 11.56 · Apr 18.17 · May 23.56 · Jun 28.44 · Jul 31 · Aug 29.89 · Sep 26.06 · Oct 19.56 · Nov 13.28 · Dec 7.78 °C1991–2020NOAA U.S. Monthly Climate Normals 1991-2020 — station USW00013739 (PHILA INTL AP)19Official · nearest-station reading
Average night-time low by monthJan -3.33 · Feb -2.5 · Mar 1.28 · Apr 6.83 · May 12.33 · Jun 17.72 · Jul 20.89 · Aug 19.94 · Sep 16.06 · Oct 9.56 · Nov 3.78 · Dec -0.444 °C1991–2020NOAA U.S. Monthly Climate Normals 1991-2020 — station USW00013739 (PHILA INTL AP)19Official · nearest-station reading
Average temperature by monthJan 0.9 · Feb 2.2 · Mar 6.4 · Apr 12.5 · May 17.9 · Jun 23.1 · Jul 25.9 · Aug 24.9 · Sep 21.1 · Oct 14.5 · Nov 8.6 · Dec 3.7 °C31 Dec 1991World Meteorological Organization / NOAA NCEI28Official · nearest-station reading
Average precipitation by monthJan 79.5 · Feb 69.85 · Mar 100.6 · Apr 88.14 · May 84.84 · Jun 102.6 · Jul 111.3 · Aug 109 · Sep 111.8 · Oct 88.14 · Nov 73.91 · Dec 100.8 mm1991–2020NOAA U.S. Monthly Climate Normals 1991-2020 — station USW00013739 (PHILA INTL AP)19Official · nearest-station reading
PM2.5, highest monitored reading20.5 µg/m³31 Dec 2024US EPA Air Quality System (AQS)25Official · nearest-station reading
PM2.5, annual mean6.88 µg/m³31 Dec 2024US EPA Air Quality System (AQS)25Official · nearest-station reading
PM2.5 monitoring sites5 monitors1 Jul 2026EPA AirData PM2.5 annual mean10Official source, approximated value · Supplemental context · county
Annual precipitation1,121 mm31 Dec 1991NOAA National Centers for Environmental Information (NCEI)16Official · nearest-station reading
Maximum July temperature31 °C31 Dec 1991NOAA National Centers for Environmental Information (NCEI)17Official · nearest-station reading
Average annual temperature13.5 °C31 Dec 1991NOAA National Centers for Environmental Information (NCEI)28Official · nearest-station reading
Minimum January temperature-3.3 °C31 Dec 1991NOAA National Centers for Environmental Information (NCEI)18Official · nearest-station reading

Similar climate. In United States: Columbia ±0.8 °C. Elsewhere: Aizu-Wakamatsu (Japan) ±1.3 °C, Reims (France) ±3.6 °C, Cottbus (Germany) ±3.6 °C, Werl (Germany) ±3.7 °C, Markham (Canada) ±3.8 °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 area3.63 km²31 Dec 2025U.S. Census Bureau (TIGERweb ArcGIS REST service)22Official
Foreign-resident share11.47 %31 Dec 2024Census Reporter (underlying U.S. Census ACS)9Official
Foreign residents751 people31 Dec 2024Census Reporter (underlying U.S. Census ACS)9Official
Population density1,819 people/km²31 Dec 2024U.S. Census Bureau (Population Estimates Program)24Official
Population6,596 people31 Dec 2024U.S. Census Bureau, Population Estimates Program24Official
Population covered by crime statistics6,613 people31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)12Official

Additional context

MetricValuePeriodSource
Median home value633,800 USD4 Jul 2026ACS median gross rent5Official
Owner-occupied homes76 %4 Jul 2026ACS median gross rent5Official
Labour force participation rate58.75 %4 Jul 2026ACS total population6Official
Residents born abroad11.47 %4 Jul 2026ACS total population6Official
Naturalized citizens, share of residents8.17 %4 Jul 2026ACS total population6Official
Non-citizens, share of residents3.3 %4 Jul 2026ACS total population6Official
Flu vaccination coverage63.12 %30 Jun 2026CDC BRFSS flu vaccination coverage7Official
Mammography screening coverage82.8 %30 Jun 2026CDC mammography screening rate8Official
Residents without health insurance1.28 %4 Jul 2026ACS median gross rent5Official
Residents with a bachelor's degree or higher81.5 %4 Jul 2026ACS median gross rent5Official
Crime reporting agencies1 agencies1 Jul 2026FBI CDE/UCR crime statistics11Official
Households with a vehicle available94.58 %4 Jul 2026ACS median gross rent5Official
Public transport agencies in the National Transit Database0 agencies4 Jul 2026ACS total population6Official
Workers aged 16 and over2,846 workers4 Jul 2026ACS total population6Official
Workers mainly working from home21.08 %4 Jul 2026ACS total population6Official
Households using cellular data plans94.05 %4 Jul 2026ACS total population6Official

Alternatives for people set on Swarthmore

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.

Ridley Park as a Swarthmore alternative in the same region

3 km away, better on 3 of 7 metrics measured the same way, worse on 1.

  • Median gross pay, city: €4,267 Ridley Park vs €3,050 Swarthmore+40%
  • Unemployment: 3.1% Ridley Park vs 7.7% Swarthmore−60%
  • Foreign residents: 6.6% Ridley Park vs 11.5% Swarthmore−43%
  • Recorded crime, per 100k: 722 Ridley Park vs 750 Swarthmore−4%
  • Residents: 7,310 Ridley Park vs 6,596 Swarthmore+11%
  • Median gross pay, region: €4,013 Ridley Park vs €4,013 Swarthmoresame level
  • Annual PM2.5: 6.9 µg/m³ Ridley Park vs 6.9 µg/m³ Swarthmoresame level
Full comparisonMore about Ridley Park

North Bethesda as a Swarthmore alternative in the same country

A move, not a commute, at 180 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 11.5% Swarthmore+197%
  • Unemployment: 3.6% North Bethesda vs 7.7% Swarthmore−53%
  • Median gross pay, city: €6,119 North Bethesda vs €3,050 Swarthmoreno percentage
  • Recorded crime, per 100k: 3,458 (2025) North Bethesda vs 750 (2024) Swarthmoreno percentage
  • Annual PM2.5: 5.9 µg/m³ North Bethesda vs 6.9 µg/m³ Swarthmore−15%
Full comparisonMore about North Bethesda

Cities near Swarthmore

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

Woodlyn 2.8 km away
Rent
1,105 EUR/monthMedian monthly rent · 2020-12-31
Salary
4,140 EUR/monthMedian gross salary · 2020-12-31
Ridley Park 3.3 km away
Rent
1,247 EUR/monthMedian monthly rent · 2020-12-31
Salary
4,267 EUR/monthMedian gross salary · 2020-12-31
Media 3.9 km away
Rent
1,304 EUR/monthMedian monthly rent · 2020-12-31
Salary
4,880 EUR/monthMedian gross salary · 2020-12-31
Prospect Park borough 4.0 km away
Rent
1,093 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,294 EUR/monthMedian gross salary · 2020-12-31
Glenolden 4.9 km away
Rent
1,117 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,241 EUR/monthMedian gross salary · 2020-12-31
Brookhaven borough 5.0 km away
Rent
1,374 EUR/monthMedian monthly rent · 2020-12-31
Salary
4,380 EUR/monthMedian gross salary · 2020-12-31
Clifton Heights 5.5 km away
Rent
1,321 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,228 EUR/monthMedian gross salary · 2020-12-31

Alternative cities in United States

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

All United States cities
Brier6,597 residentsLitchfield6,598 residentsPigeon Forge6,598 residentsGreen Knoll6,594 residentsHenderson6,590 residentsMorris Plains6,590 residents

How does Swarthmore compare?

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Put Swarthmore'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 Swarthmore?

The median gross salary is 4,013 EUR/month. Source: www.bls.gov.

What is the unemployment rate in Swarthmore?

The unemployment rate is 7.67 %. Source: Census Reporter (underlying U.S. Census ACS).

Is the air quality good in Swarthmore?

The annual PM2.5 mean is 6.88 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 Swarthmore?

Police recorded 749.8 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 Swarthmore?

The published population is 6,596 people. Source: U.S. Census Bureau, Population Estimates Program.

How many foreign residents live in Swarthmore?

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

Is Swarthmore a good place to live?

Swarthmore 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.

Which cities are near Swarthmore?

Woodlyn, Ridley Park, Media, Prospect Park borough, Norwood borough are near Swarthmore. 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). Swarthmore, United States: population, rent, salary, jobs [ImmigrationDB compilation; version 92238630d17846bb0867c743b56ff26e]. ImmigrationDB. https://immigrationdb.com/cities/us/swarthmore-borough/ Retrieved 2026-10-16. Compilation license: CC BY 4.0, https://creativecommons.org/licenses/by/4.0/
BibTeX citation
@misc{immigrationdb_immigrationdb_swarthmore-united-states-population-rent-salary-jobs_961b81a17489,
  author = {ImmigrationDB},
  title = {Swarthmore, United States: population, rent, salary, jobs},
  publisher = {ImmigrationDB},
  year = {2026},
  date = {2026-10-16},
  version = {92238630d17846bb0867c743b56ff26e},
  url = {https://immigrationdb.com/cities/us/swarthmore-borough/},
  note = {Retrieved 2026-10-16. ImmigrationDB compilation. Compilation license: CC BY 4.0, https://creativecommons.org/licenses/by/4.0/},
}
Markdown citation
[Swarthmore, United States: population, rent, salary, jobs](https://immigrationdb.com/cities/us/swarthmore-borough/) — ImmigrationDB; ImmigrationDB; version 92238630d17846bb0867c743b56ff26e; 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. 2024 American Community Survey 5-year detailed tables api.census.gov · checked 2026-10-04
  2. 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
  3. ACS 2020-2024 5-year table-based Summary File, table B25064 (Median Gross Rent), place records www2.census.gov · checked 2026-09-18
  4. 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
  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 2026-07-01
  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 National Centers for Environmental Information (NCEI) nodc.noaa.gov · checked 2026-08-07
  7. NOAA National Centers for Environmental Information (NCEI) nodc.noaa.gov · checked 2026-08-07
  8. NOAA National Centers for Environmental Information (NCEI) nodc.noaa.gov · checked 2026-08-07
  9. NOAA U.S. Monthly Climate Normals 1991-2020 — station USW00013739 (PHILA INTL AP) 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. U.S. Census Bureau (TIGERweb ArcGIS REST service) tigerweb.geo.census.gov · checked 2026-08-03
  13. U.S. Census Bureau TIGERweb Places (layer 4 incorporated places, layer 5 CDPs; identical query) tigerweb.geo.census.gov · checked 2026-09-11
  14. U.S. Census Bureau, Population Estimates Program www2.census.gov · checked 2026-08-05
  15. U.S. EPA Air Quality System / AirData aqs.epa.gov · checked 2026-08-05
  16. Verizon 300 Mbps home internet verizon.com · checked 2026-09-15
  17. Visible unlimited mobile plan visible.com · checked 2026-09-15
  18. World Meteorological Organization / NOAA NCEI nodc.noaa.gov · checked 2026-08-05
  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.