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Living in Carnegie

In Carnegie, unemployment is 3.5% (2024).

Carnegie (officially Carnegie borough) is a city in the United States. In July 2026, median household income was US$67,656 a year. The city had 3 schools in 2026. There were 9,707 physicians per 100,000 residents in 2026. Carnegie had a population of 7,978 in July 2026.

Last checked 2026-10-0736 sources

Population7,855people31 Dec 2024Official source · U.S. Census Bureau, Population Estimates Program
Median gross salary3,946EUR/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 rent822.3EUR/month31 Dec 2020Official source · ACS 2020-2024 5-year table-based Summary File, table B25064 (Median Gross Rent), place records
Unemployment rate3.55%country median 4.6% — 22% belowOfficial source · Census Reporter (underlying U.S. Census ACS)
Recorded crime1,199offences per 100,000country median 1,586 — 24% belowOfficial source · FBI Crime Data Explorer / Uniform Crime Reporting
PM2.5, annual mean6.05µg/m³31 Dec 2024Nearest stationOfficial source · U.S. EPA Air Quality System / AirData

Lower unemployment than 69% of American cities that publish it, less recorded crime than 63% of American cities that publish it and cleaner air than 76% of American cities that publish it.

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

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 Carnegie.Healthcare eligibilityCountry-wide insurance and residence conditions.

Housing and cost

Median gross rent was US$890 per month, while the median home value was US$171,500 in July 2026. Owner occupation was 53.5%, and the vacancy rate was 6.85% in July 2026. 31.8% of renter households spent at least 30% of income on housing in July 2026.

What recurs every month2 published recurring costs, € per month
Carnegie 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 internet29Official · national market
Mobile plan, 10 GB21.57 EUR/month30 Sept 2026Visible unlimited mobile plan30Official · national market
Median gross rent$890/month4 Jul 2026ACS median gross rent7Official
Households spending over 30% of income on rent31.84 %4 Jul 2026ACS median gross rent7Official
Housing vacancy rate (legacy series)6.85 %4 Jul 2026ACS median gross rent7Official
Property crime per 100,000 residents2,299 per 100,000 people1 Jul 2026FBI CDE/UCR crime statistics13Official
Average monthly rent (whole dwelling)874 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)5Official
Median monthly rent822.3 EUR/month31 Dec 2020ACS 2020-2024 5-year table-based Summary File, table B25064 (Median Gross Rent), place records4Official
Recorded property crimes102 offenses/year31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)14Official

Is Carnegie 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 worker55%strong on work, weak on legal route · range 46–64%
Skilled employee60%strong on work, weak on safety · range 51–69%
Student57%strong on education, weak on work · range 47–67%
Family69%strong on family, weak on cost · range 60–78%
Retirement54%strong on air quality, weak on admin · range 43–65%

Worked out from these numbers

How international is the population?

7.9% of residents hold a foreign nationality — 619 of 7,855 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 Carnegie is 3.6%. Of 2,153 cities with data, 1,250 have unemployment of 0 to under 5%.

Unemployment rate (%)

MetricValuePeriodSource
Median household income67,656 USD/year4 Jul 2026ACS total population8Official
Households with cable, fibre or DSL broadband75.95 %4 Jul 2026ACS total population8Official
Households with a broadband subscription86.58 %4 Jul 2026ACS total population8Official
Households with internet but no subscription3.32 %4 Jul 2026ACS total population8Official
Households without internet10.1 %4 Jul 2026ACS total population8Official
Households with satellite internet0.57 %4 Jul 2026ACS total population8Official
Median gross salary3,946 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)3,669 EUR/month31 Dec 2025www.bls.gov32Official
Unemployment rate3.55 %country median 4.6%31 Dec 2024Census Reporter (underlying U.S. Census ACS)11Official

What does a salary buy in Carnegie?

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

Carnegie median gross pay: €3,946 (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€2,127of €3,083 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.€3,083
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− €874
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€2,127
Take-home pay for other salaries and households Compare with another city Check a job offer in Carnegie Salary needed to live in Carnegie

Public employment service

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

Family and education

MetricValuePeriodSource
Residents with high school education or higher93.51 %4 Jul 2026ACS median gross rent7Official
Schools3 schools30 Jun 2026NCES CCD public school count17Official
School enrolment, share of residents14.51 %4 Jul 2026ACS median gross rent7Official

Healthcare

MetricValuePeriodSource
Mental health provider ratio305 ratio30 Jun 2026HRSA mental health provider ratio16Official
Primary care doctors per 100,000 residents9,707 per 100,000 people30 Jun 2026HRSA mental health provider ratio16Official
Preventable hospitalizations3,041 per 100,000 people30 Jun 2026HRSA mental health provider ratio16Official
Physicians per 100,000 residents749.1 per 100,00031 Dec 2023Area Health Resources Files (AHRF), County 2024-2025 release16Official · county

Yes — migrants can receive medical care in Carnegie 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 citiesCarnegie highlighted among comparable cities
Recorded crime across major cities with Carnegie 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
Carnegie1,199
MetricValuePeriodSource
Recorded incidents per 100,000 residents1,199 offences per 100,000country median 1,58631 Dec 2024FBI Crime Data Explorer / Uniform Crime Reporting15Official
Violent crime per 100,000 residents332.1 per 100,000 people1 Jul 2026FBI CDE/UCR crime statistics13Official
Recorded violent crimes7 offenses/year31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)14Official

Mobility and administration

MetricValuePeriodSource
Direct destinations from the nearest major airport37 count3 Aug 2026OpenFlights22Official
Average commute time24.6 minutes4 Jul 2026ACS total population8Official
Workers commuting by bicycle0.32 %4 Jul 2026ACS total population8Official
Workers commuting by public transport4.66 %4 Jul 2026ACS total population8Official
Workers walking to work2.08 %4 Jul 2026ACS total population8Official
Distance to the nearest major airport16 km3 Aug 2026OurAirports23Official
Nearest major airport (IATA code)PIT3 Aug 2026OurAirports23Official

Language courses and integration

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

Find courses near Carnegie

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 Carnegie is 6.1 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 mean6.05 µg/m³31 Dec 2024U.S. EPA Air Quality System / AirData28Official · nearest-station reading
Average daytime high by monthJan 2.39 · Feb 4.22 · Mar 9.5 · Apr 16.89 · May 22.17 · Jun 26.33 · Jul 28.28 · Aug 27.61 · Sep 23.94 · Oct 17.28 · Nov 10.5 · Dec 4.78 °C1991–2020NOAA U.S. Monthly Climate Normals 1991-2020 — station USW00094823 (PITTSBURGH ASOS)21Official · nearest-station reading
Average night-time low by monthJan -5.89 · Feb -4.89 · Mar -0.944 · Apr 4.83 · May 10.33 · Jun 15.17 · Jul 17.44 · Aug 16.67 · Sep 12.67 · Oct 6.5 · Nov 1.28 · Dec -2.94 °C1991–2020NOAA U.S. Monthly Climate Normals 1991-2020 — station USW00094823 (PITTSBURGH ASOS)21Official · nearest-station reading
Average temperature by monthJan -1.8 · Feb -0.4 · Mar 4.3 · Apr 10.9 · May 16.2 · Jun 20.8 · Jul 22.9 · Aug 22.1 · Sep 18.3 · Oct 11.9 · Nov 5.9 · Dec 0.9 °C31 Dec 1991World Meteorological Organization / NOAA NCEI31Official · nearest-station reading
Average precipitation by monthJan 75.18 · Feb 66.55 · Mar 80.01 · Apr 84.33 · May 97.28 · Jun 104.6 · Jul 108.2 · Aug 89.41 · Sep 83.82 · Oct 71.88 · Nov 72.64 · Dec 72.14 mm1991–2020NOAA U.S. Monthly Climate Normals 1991-2020 — station USW00094823 (PITTSBURGH ASOS)21Official · nearest-station reading
PM2.5, highest monitored reading18.1 µg/m³31 Dec 2024US EPA Air Quality System (AQS)28Official · nearest-station reading
PM2.5, annual mean6.05 µg/m³31 Dec 2024US EPA Air Quality System (AQS)28Official · nearest-station reading
PM2.5 monitoring sites18 monitors1 Jul 2026EPA AirData PM2.5 annual mean12Official source, approximated value · Supplemental context · county
Annual precipitation1,007 mm31 Dec 1991NOAA National Centers for Environmental Information (NCEI)18Official · nearest-station reading
Maximum July temperature28.3 °C31 Dec 1991NOAA National Centers for Environmental Information (NCEI)19Official · nearest-station reading
Average annual temperature11 °C31 Dec 1991NOAA National Centers for Environmental Information (NCEI)31Official · nearest-station reading
Minimum January temperature-5.9 °C31 Dec 1991NOAA National Centers for Environmental Information (NCEI)20Official · nearest-station reading

Similar climate. In United States: Akron ±0.3 °C. Elsewhere: Markham (Canada) ±1.8 °C, Mississauga (Canada) ±1.8 °C, Richmond Hill (Canada) ±1.8 °C, Vaughan (Canada) ±1.8 °C, Cottbus (Germany) ±2.1 °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 area4.2 km²31 Dec 2025U.S. Census Bureau (TIGERweb ArcGIS REST service)25Official
Foreign-resident share7.76 %31 Dec 2024Census Reporter (underlying U.S. Census ACS)11Official
Foreign residents619 people31 Dec 2024Census Reporter (underlying U.S. Census ACS)11Official
Population density1,872 people/km²31 Dec 2024U.S. Census Bureau (Population Estimates Program)27Official
Population7,855 people31 Dec 2024U.S. Census Bureau, Population Estimates Program27Official
Population covered by crime statistics7,791 people31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)14Official

Additional context

MetricValuePeriodSource
Median home value171,500 USD4 Jul 2026ACS median gross rent7Official
Owner-occupied homes53.5 %4 Jul 2026ACS median gross rent7Official
Labour force participation rate73.82 %4 Jul 2026ACS total population8Official
Residents born abroad7.76 %4 Jul 2026ACS total population8Official
Naturalized citizens, share of residents5.33 %4 Jul 2026ACS total population8Official
Non-citizens, share of residents2.43 %4 Jul 2026ACS total population8Official
Flu vaccination coverage63.12 %30 Jun 2026CDC BRFSS flu vaccination coverage9Official
Mammography screening coverage77 %30 Jun 2026CDC mammography screening rate10Official
Residents without health insurance3.56 %4 Jul 2026ACS median gross rent7Official
Residents with a bachelor's degree or higher36.63 %4 Jul 2026ACS median gross rent7Official
Crime reporting agencies1 agencies1 Jul 2026FBI CDE/UCR crime statistics13Official
Households with a vehicle available88.83 %4 Jul 2026ACS median gross rent7Official
Public transport agencies in the National Transit Database0 agencies4 Jul 2026ACS total population8Official
Workers aged 16 and over4,702 workers4 Jul 2026ACS total population8Official
Workers mainly working from home21.48 %4 Jul 2026ACS total population8Official
Households using cellular data plans79.04 %4 Jul 2026ACS total population8Official

Alternatives for people set on Carnegie

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.

Castle Shannon as a Carnegie alternative in the same region

7 km away, better on 2 of 7 metrics measured the same way, worse on 3.

  • Unemployment: 0.4% Castle Shannon vs 3.5% Carnegie−90%
  • Recorded crime, per 100k: 348 Castle Shannon vs 1,199 Carnegie−71%
  • Foreign residents: 4.9% Castle Shannon vs 7.8% Carnegie−37%
  • Median gross pay, city: €3,734 Castle Shannon vs €3,946 Carnegie−5%
  • Annual PM2.5: 6.7 µg/m³ Castle Shannon vs 6.1 µg/m³ Carnegie+11%
  • Residents: 8,094 Castle Shannon vs 7,855 Carnegie+3%
  • Median gross pay, region: €3,669 Castle Shannon vs €3,669 Carnegiesame level
Full comparisonMore about Castle Shannon

Plainfield as a Carnegie alternative in the same country

A move, not a commute, at 694 km, better on 2 of 2 metrics measured the same way, worse on 0. Median gross pay, city and foreign residents cannot be compared like for like.

  • Recorded crime, per 100k: 741 Plainfield vs 1,199 Carnegie−38%
  • Median gross pay, city: €4,830 (2024) Plainfield vs €3,946 (2020) Carnegieno percentage
  • Median gross pay, region: €4,043 Plainfield vs €3,669 Carnegie+10%
  • Foreign residents: 6.1% (2020) Plainfield vs 7.8% (2024) Carnegieno percentage
Full comparisonMore about Plainfield

Cities near Carnegie

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

Pittsburgh Commuting Zone · 8.2 km away
Salary
3,223 EUR/monthMedian gross salary · 2024-12-31
Crafton 3.1 km away
Rent
941.4 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,549 EUR/monthMedian gross salary · 2020-12-31
Dormont 4.4 km away
Rent
1,022 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,733 EUR/monthMedian gross salary · 2020-12-31
Mount Lebanon 4.8 km away
Rent
1,103 EUR/monthMedian monthly rent · 2020-12-31
Salary
5,529 EUR/monthMedian gross salary · 2020-12-31
Bridgeville 6.0 km away
Rent
832.4 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,775 EUR/monthMedian gross salary · 2020-12-31
McKees Rocks 7.0 km away
Rent
998.7 EUR/monthMedian monthly rent · 2020-12-31
Salary
2,583 EUR/monthMedian gross salary · 2020-12-31
Castle Shannon 7.3 km away
Rent
1,040 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,734 EUR/monthMedian gross salary · 2020-12-31
Kennedy Township 8.1 km away
Rent
1,490 EUR/monthMedian monthly rent · 2020-12-31
Salary
4,747 EUR/monthMedian gross salary · 2020-12-31

Alternative cities in United States

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

All United States cities
Grand Ledge7,853 residentsLake Dallas7,852 residentsDexter7,851 residentsPerryton7,850 residentsMillsboro7,864 residentsRound Lake Park7,844 residents

How does Carnegie compare?

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

Open the full comparison

Is Carnegie part of Pittsburgh?

Carnegie 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. Source24

Put Carnegie'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 Carnegie?

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

What is the unemployment rate in Carnegie?

The unemployment rate is 3.55 %. Source: Census Reporter (underlying U.S. Census ACS).

Is the air quality good in Carnegie?

The annual PM2.5 mean is 6.05 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 Carnegie?

Police recorded 1,199 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 Carnegie?

The published population is 7,855 people. Source: U.S. Census Bureau, Population Estimates Program.

How many foreign residents live in Carnegie?

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

Is Carnegie a good place to live?

Carnegie 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 Carnegie part of Pittsburgh?

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

Which cities are near Carnegie?

Pittsburgh, Crafton, Dormont, Mount Lebanon, Bridgeville are near Carnegie. 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). Carnegie, United States: population, rent, salary, jobs [ImmigrationDB compilation; version 2cfc254066d6d5352ce6d7beeadae99f]. ImmigrationDB. https://immigrationdb.com/cities/us/carnegie-borough/ Retrieved 2026-10-16. Compilation license: CC BY 4.0, https://creativecommons.org/licenses/by/4.0/
BibTeX citation
@misc{immigrationdb_immigrationdb_carnegie-united-states-population-rent-salary-jobs_c60b783400f5,
  author = {ImmigrationDB},
  title = {Carnegie, United States: population, rent, salary, jobs},
  publisher = {ImmigrationDB},
  year = {2026},
  date = {2026-10-16},
  version = {2cfc254066d6d5352ce6d7beeadae99f},
  url = {https://immigrationdb.com/cities/us/carnegie-borough/},
  note = {Retrieved 2026-10-16. ImmigrationDB compilation. Compilation license: CC BY 4.0, https://creativecommons.org/licenses/by/4.0/},
}
Markdown citation
[Carnegie, United States: population, rent, salary, jobs](https://immigrationdb.com/cities/us/carnegie-borough/) — ImmigrationDB; ImmigrationDB; version 2cfc254066d6d5352ce6d7beeadae99f; 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 B25031 (Median Gross Rent by Bedrooms) www2.census.gov · checked 2026-09-19
  4. ACS 2020-2024 5-year table-based Summary File, table B25064 (Median Gross Rent), place records www2.census.gov · checked 2026-09-18
  5. 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
  6. 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
  7. ACS median gross rent api.censusreporter.org · checked 2026-07-04
  8. ACS total population api.censusreporter.org · checked 2026-07-04
  9. CDC BRFSS flu vaccination coverage data.cdc.gov · checked 2026-06-30
  10. CDC mammography screening rate data.cdc.gov · checked 2026-06-30
Show 26 more sources
  1. Census Reporter (underlying U.S. Census ACS) api.censusreporter.org · checked 2026-08-03
  2. EPA AirData PM2.5 annual mean aqs.epa.gov · checked 2026-07-01
  3. FBI CDE/UCR crime statistics cde.ucr.cjis.gov · checked 2026-07-01
  4. FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip) cde.ucr.cjis.gov · checked 2026-09-05
  5. FBI Crime Data Explorer / Uniform Crime Reporting cde.ucr.cjis.gov · checked 2026-08-04
  6. HRSA mental health provider ratio data.hrsa.gov · checked 2026-06-30
  7. NCES CCD public school count nces.ed.gov · checked 2026-06-30
  8. NOAA National Centers for Environmental Information (NCEI) nodc.noaa.gov · checked 2026-08-07
  9. NOAA National Centers for Environmental Information (NCEI) nodc.noaa.gov · checked 2026-08-07
  10. NOAA National Centers for Environmental Information (NCEI) nodc.noaa.gov · checked 2026-08-07
  11. NOAA U.S. Monthly Climate Normals 1991-2020 — station USW00094823 (PITTSBURGH ASOS) NOAA U.S. Monthly Climate Normals 1991-2020 · ncei.noaa.gov · checked 2026-07-31
  12. OpenFlights raw.githubusercontent.com · checked 2026-08-03
  13. OurAirports davidmegginson.github.io · checked 2026-08-03
  14. TIGERweb ACS2023 — Metropolitan and Micropolitan Statistical Areas (CBSA, January 1 2023) TIGERweb ACS2023 · tigerweb.geo.census.gov · checked 2026-09-19
  15. U.S. Census Bureau (TIGERweb ArcGIS REST service) tigerweb.geo.census.gov · checked 2026-08-03
  16. U.S. Census Bureau TIGERweb Places (layer 4 incorporated places, layer 5 CDPs; identical query) tigerweb.geo.census.gov · checked 2026-09-11
  17. U.S. Census Bureau, Population Estimates Program www2.census.gov · checked 2026-08-05
  18. U.S. EPA Air Quality System / AirData aqs.epa.gov · checked 2026-08-05
  19. Verizon 300 Mbps home internet verizon.com · checked 2026-09-15
  20. Visible unlimited mobile plan visible.com · checked 2026-09-15
  21. World Meteorological Organization / NOAA NCEI nodc.noaa.gov · checked 2026-08-05
  22. www.bls.gov bls.gov · checked 2026-08-27
  23. Coordinate identity evidence wikidata.org · checked 2026-09-06
  24. Coordinate identity evidence wikidata.org · checked 2026-09-06
  25. Coordinate identity evidence wikidata.org · checked 2026-09-06
  26. 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.