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Living in Kalamazoo

There were 1,329 physicians per 100,000 residents in 2026. For Kalamazoo, median gross rent was US$1,078 per month, while the median home value was US$179,000 in July 2026. In July 2026, Kalamazoo had a population of 73,076.

Last checked 2026-09-1930 sources

Population72,683people31 Dec 2025Official source · U.S. Census Bureau, Population Estimates Program
Median gross salary1,970EUR/month31 Dec 2024Community source · Census Reporter ACS 2020-2024 5-year, table B20002 (underlying U.S. Census Bureau ACS)
Median rent947.5EUR/month31 Dec 2024Independent source · Census Reporter mirror of ACS 2024 5-year tables
Unemployment rate6.91%31 Dec 2024Independent source · Census Reporter mirror of ACS 2024 5-year tables
Recorded crime4,731offences per 100,000country median 1,586 — 198% aboveOfficial source · FBI Crime Data Explorer / Uniform Crime Reporting
PM2.5, annual mean8.25µg/m³country median 7.0 — 18% aboveOfficial source · EPA AQS annual PM2.5 monitor data 2024

More recorded crime than 95% of American cities that publish it and dirtier air than 80% of American cities that publish it.

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

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 Kalamazoo.Healthcare eligibilityCountry-wide insurance and residence conditions.

Housing and cost

Owner occupation was 42.3%, and the vacancy rate was 8.82% in July 2026. 56.3% of renter households spent at least 30% of income on housing in July 2026.

What recurs every month6 published recurring costs, € per month
Kalamazoo recurring monthly costs, € per month

€ / month

Private kindergarten€575
Utilities, 85 m² flat€128
Transport pass€52
Internet, 60 Mbps€45
Mobile plan, 10 GB€42
Fitness club€36

Supplemental estimate lane; these items are not official statistics.

MetricValuePeriodSource
Fitness club membership, monthly35.7 EUR/month31 Dec 2025Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846)30Supplemental estimate · Supplemental context
Internet, 60 Mbps unlimited45.4 EUR/month31 Dec 2025Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846)30Supplemental estimate · Supplemental context
Private kindergarten, monthly574.7 EUR/month31 Dec 2025Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846)30Supplemental estimate · Supplemental context
Mobile plan, 10 GB42.46 EUR/month31 Dec 2025Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846)30Supplemental estimate · Supplemental context
Monthly transport pass52.24 EUR/month31 Dec 2025Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846)30Supplemental estimate · Supplemental context
Basic utilities, 85 m² home127.6 EUR/month31 Dec 2025Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846)30Supplemental estimate · Supplemental context
Median gross rent$1,078/month4 Jul 2026ACS median gross rent4Official
Households spending over 30% of income on rent56.28 %4 Jul 2026ACS median gross rent4Official
Housing vacancy rate (legacy series)8.82 %4 Jul 2026ACS median gross rent4Official
Property crime per 100,000 residents4,657 per 100,000 people1 Jul 2026FBI CDE/UCR crime statistics12Official
Average monthly rent (whole dwelling)1,080 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 rent947.5 EUR/month31 Dec 2024Census Reporter mirror of ACS 2024 5-year tables24Supplemental estimate · Supplemental context
Recorded property crimes2,125 offenses/year31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)13Official

Is Kalamazoo 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 worker50%strong on work, weak on safety · range 42–58%
Skilled employee55%strong on work, weak on safety · range 46–64%
Student48%strong on education, weak on work · range 38–58%
Family40%strong on family, weak on cost · range 31–49%
Retirement42%strong on legal route, weak on admin · range 32–52%

Worked out from these numbers

How international is the population?

7.2% of residents hold a foreign nationality — 5,238 of 72,683 people. This counts nationality, not place of birth, so long-settled residents who naturalised are not in it.

Uses a supplemental estimate, so treat it as indicative.

Work and income

Median household income was US$52,272 a year in July 2026.

Unemployment across cities in United StatesUnemployment in Kalamazoo is 6.9%. Of 2,153 cities with data, 1,250 have unemployment of 0 to under 5%.

Unemployment rate (%)

MetricValuePeriodSource
Median household income52,272 USD/year4 Jul 2026ACS total population5Official
Households with cable, fibre or DSL broadband67.51 %4 Jul 2026ACS total population5Official
Households with a broadband subscription87.3 %4 Jul 2026ACS total population5Official
Households with internet but no subscription5.94 %4 Jul 2026ACS total population5Official
Households without internet6.74 %4 Jul 2026ACS total population5Official
Households with satellite internet5.39 %4 Jul 2026ACS total population5Official
Median gross salary1,970 EUR/month31 Dec 2024Census Reporter ACS 2020-2024 5-year, table B20002 (underlying U.S. Census Bureau ACS)23Community estimate · Supplemental context
Median gross salary (regional)3,584 EUR/month31 Dec 2025www.bls.gov22Official
Unemployment rate6.91 %31 Dec 2024Census Reporter mirror of ACS 2024 5-year tables24Supplemental estimate · Supplemental context

What does a salary buy in Kalamazoo?

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

regional median gross pay: €3,584 (US Bureau of Labor Statistics, 2025-12-31).
Left over each month€1,462of €2,810 take-home
  • Rent
  • Utilities
  • Transport
  • 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.€2,810
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− €1,080
Public transport pass€52 · market price · Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846) · 2025-12-31− €52
Utilities, 85 m²€128 · market price · Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846) · 2025-12-31− €128
Internet€45 · market price · Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846) · 2025-12-31− €45
Mobile plan€42 · market price · Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846) · 2025-12-31− €42
Left over€1,462
Take-home pay for other salaries and households Compare with another city Check a job offer in Kalamazoo Salary needed to live in Kalamazoo

Public employment service

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

Family and education

MetricValuePeriodSource
Residents with high school education or higher91.06 %4 Jul 2026ACS median gross rent4Official
Schools56 schools30 Jun 2026NCES CCD public school count16Official source, approximated value · Supplemental context · school district
School enrolment, share of residents37.66 %4 Jul 2026ACS median gross rent4Official

Healthcare

MetricValuePeriodSource
Mental health provider ratio52 ratio30 Jun 2026HRSA mental health provider ratio15Official
Primary care doctors per 100,000 residents1,329 per 100,000 people30 Jun 2026HRSA mental health provider ratio15Official
Preventable hospitalizations2,574 per 100,000 people30 Jun 2026HRSA mental health provider ratio15Official

Yes — migrants can receive medical care in Kalamazoo 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 citiesKalamazoo highlighted among comparable cities
Recorded crime across major cities with Kalamazoo highlighted

recorded incidents per 100k residents

Philadelphia5,457
Houston5,442
San Antonio5,218
Kalamazoo4,731
Chicago4,012
Dallas4,010
Austin3,709
Fort Worth3,158
Phoenix3,125
New York City3,039
Los Angeles2,212
San Diego2,082
MetricValuePeriodSource
Recorded incidents per 100,000 residents4,731 offences per 100,000country median 1,58631 Dec 2024FBI Crime Data Explorer / Uniform Crime Reporting14Official
Violent crime per 100,000 residents1,235 per 100,000 people1 Jul 2026FBI CDE/UCR crime statistics12Official
Recorded violent crimes789 offenses/year31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)13Official

Mobility and administration

MetricValuePeriodSource
Average commute time18.51 minutes4 Jul 2026ACS total population5Official
Workers commuting by bicycle0.28 %4 Jul 2026ACS total population5Official
Workers commuting by public transport2.26 %4 Jul 2026ACS total population5Official
Workers walking to work7.28 %4 Jul 2026ACS total population5Official
Destinations from nearest airport4 count3 Aug 2026OpenFlights19Official
Nearest airportAZO3 Aug 2026OurAirports20Official
Distance to nearest airport7 km3 Aug 2026OurAirports20Official

Language courses and integration

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

Find courses near Kalamazoo

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 Kalamazoo is 8.3 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 mean8.25 µg/m³country median 7.031 Dec 2024EPA AQS annual PM2.5 monitor data 202411Official
Average daytime high by monthJan -0.278 · Feb 1.5 · Mar 7.72 · Apr 15.17 · May 21.28 · Jun 26.39 · Jul 28.39 · Aug 27.28 · Sep 23.39 · Oct 16.28 · Nov 8.67 · Dec 2.5 °C31 Dec 1991NOAA National Centers for Environmental Information18Official
Average night-time low by monthJan -7.72 · Feb -6.94 · Mar -2.61 · Apr 3.17 · May 9.28 · Jun 14.5 · Jul 16.67 · Aug 15.78 · Sep 11.39 · Oct 5.5 · Nov 0.278 · Dec -4.33 °C31 Dec 1991NOAA National Centers for Environmental Information18Official
Average temperature by monthJan -4 · Feb -2.72 · Mar 2.56 · Apr 9.17 · May 15.28 · Jun 20.44 · Jul 22.56 · Aug 21.56 · Sep 17.39 · Oct 10.89 · Nov 4.5 · Dec -0.889 °C31 Dec 1991NOAA National Centers for Environmental Information18Official
Average precipitation by monthJan 43.18 · Feb 34.04 · Mar 51.05 · Apr 77.98 · May 93.98 · Jun 81.28 · Jul 85.34 · Aug 92.96 · Sep 83.06 · Oct 95 · Nov 63.5 · Dec 42.67 mm31 Dec 1991NOAA National Centers for Environmental Information18Official
PM2.5, highest monitored reading150.1 µg/m³1 Jul 2026EPA AirData PM2.5 annual mean10Official source, approximated value · Supplemental context · county
PM2.5, annual mean11.68 µg/m³1 Jul 2026EPA AirData PM2.5 annual mean10Official source, approximated value · Supplemental context · county
PM2.5 monitoring sites2 monitors1 Jul 2026EPA AirData PM2.5 annual mean10Official source, approximated value · Supplemental context · county
Annual precipitation986.7 mm30 Jun 2026NOAA GHCN-Daily climate normals17Official source, approximated value · Supplemental context · station observation
Maximum July temperature22.76 °C30 Jun 2026NOAA GHCN-Daily climate normals17Official source, approximated value · Supplemental context · station observation
Average annual temperature11.43 °C30 Jun 2026NOAA GHCN-Daily climate normals17Official source, approximated value · Supplemental context · station observation
Minimum January temperature0.81 °C30 Jun 2026NOAA GHCN-Daily climate normals17Official source, approximated value · Supplemental context · station observation

Similar climate. In United States: Sterling Heights ±0.4 °C. Elsewhere: Chatham-Kent (Canada) ±0.9 °C, Markham (Canada) ±1.4 °C, Mississauga (Canada) ±1.4 °C, Richmond Hill (Canada) ±1.4 °C, Vaughan (Canada) ±1.4 °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

Foreign residents and their share come from different publications that count different groups (for example citizens of another country, or people born abroad, or of foreign origin), so 5,238 is not 4.7% of the population. Each row names its source.

Who lives hereResidents by nationality, % of population

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

MetricValuePeriodSource
Foreign-resident share4.68 %31 Dec 2020Census Reporter (underlying U.S. Census ACS)8Official
Foreign residents5,238 people31 Dec 2024Census Reporter mirror of ACS 2024 5-year tables24Supplemental estimate · Supplemental context
Transit service area population261,670 people4 Jul 2026ACS total population5Official
Population density1,139 people/km²31 Dec 2025Census Reporter / U.S. Census Bureau9Official
Population72,683 people31 Dec 2025U.S. Census Bureau, Population Estimates Program21Official
Population covered by crime statistics73,244 people31 Dec 2025FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip)13Official

Additional context

MetricValuePeriodSource
Median home value179,000 USD4 Jul 2026ACS median gross rent4Official
Owner-occupied homes42.27 %4 Jul 2026ACS median gross rent4Official
Labour force participation rate65.2 %4 Jul 2026ACS total population5Official
Residents born abroad7.17 %4 Jul 2026ACS total population5Official
Naturalized citizens, share of residents2.48 %4 Jul 2026ACS total population5Official
Non-citizens, share of residents4.68 %4 Jul 2026ACS total population5Official
Flu vaccination coverage62.92 %30 Jun 2026CDC BRFSS flu vaccination coverage6Official
Mammography screening coverage76.2 %30 Jun 2026CDC mammography screening rate7Official
Residents without health insurance6.11 %4 Jul 2026ACS median gross rent4Official
Residents with a bachelor's degree or higher38.46 %4 Jul 2026ACS median gross rent4Official
Crime reporting agencies1 agencies1 Jul 2026FBI CDE/UCR crime statistics12Official
Households with a vehicle available87.3 %4 Jul 2026ACS median gross rent4Official
Public transport agencies in the National Transit Database1 agencies4 Jul 2026ACS total population5Official
Transit passenger trips, 20221,482,606 trips4 Jul 2026ACS total population5Official
Transit vehicles in peak service, 202266 vehicles4 Jul 2026ACS total population5Official
Workers aged 16 and over36,345 workers4 Jul 2026ACS total population5Official
Workers mainly working from home9.84 %4 Jul 2026ACS total population5Official
Households using cellular data plans81.02 %4 Jul 2026ACS total population5Official

Alternatives for people set on Kalamazoo

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.

Portage as a Kalamazoo alternative in the same region

10 km away, better on 4 of 7 metrics measured the same way, worse on 1.

  • Median gross pay, city: €3,671 Portage vs €1,970 Kalamazoo+86%
  • Unemployment: 4.3% Portage vs 6.9% Kalamazoo−38%
  • Recorded crime, per 100k: 3,252 Portage vs 4,731 Kalamazoo−31%
  • Foreign residents: 2.5% Portage vs 4.7% Kalamazoo−46%
  • Nearest airport: 4.0 km Portage vs 7.0 km Kalamazoo−43%
  • Residents: 49,862 Portage vs 72,683 Kalamazoo−31%
  • Median gross pay, region: €3,584 Portage vs €3,584 Kalamazoosame level
Full comparisonMore about Portage

Commerce City as a Kalamazoo alternative in the same country

A move, not a commute, at 1638 km, better on 6 of 7 metrics measured the same way, worse on 1.

  • Median gross pay, city: €4,201 Commerce City vs €1,970 Kalamazoo+113%
  • Nearest airport: 19.0 km Commerce City vs 7.0 km Kalamazoo+171%
  • Foreign residents: 8.9% Commerce City vs 4.7% Kalamazoo+89%
  • Unemployment: 4.3% Commerce City vs 6.9% Kalamazoo−37%
  • Median gross pay, region: €4,605 Commerce City vs €3,584 Kalamazoo+28%
  • Recorded crime, per 100k: 3,663 Commerce City vs 4,731 Kalamazoo−23%
  • Annual PM2.5: 7.1 µg/m³ Commerce City vs 8.3 µg/m³ Kalamazoo−13%
Full comparisonMore about Commerce City

Cities near Kalamazoo

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

Eastwood 3.6 km away
Rent
983.9 EUR/monthMedian monthly rent · 2020-12-31
Salary
2,689 EUR/monthMedian gross salary · 2020-12-31
Westwood 3.9 km away
Rent
1,139 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,345 EUR/monthMedian gross salary · 2020-12-31
Comstock Northwest 6.9 km away
Rent
997.8 EUR/monthMedian monthly rent · 2020-12-31
Salary
3,689 EUR/monthMedian gross salary · 2020-12-31

Alternative cities in United States

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

All United States cities
Jacksonville72,732 residentsTurlock72,864 residentsGlen Burnie72,891 residentsHarlingen72,467 residentsEau Claire72,465 residentsSt. Charles72,458 residents

How does Kalamazoo compare?

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

Open the full comparison

Put Kalamazoo'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 Kalamazoo?

The median gross salary is 3,584 EUR/month. Source: www.bls.gov.

What is the unemployment rate in Kalamazoo?

The unemployment rate is 6.91 %. This is a supplemental estimate, not an official municipal measurement. Source: Census Reporter mirror of ACS 2024 5-year tables.

Is the air quality good in Kalamazoo?

The annual PM2.5 mean is 8.25 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: EPA AQS annual PM2.5 monitor data 2024.

How safe is Kalamazoo?

Police recorded 4,731 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 Kalamazoo?

The published population is 72,683 people. Source: U.S. Census Bureau, Population Estimates Program.

How many foreign residents live in Kalamazoo?

5,238 residents hold a foreign nationality. This is a supplemental estimate, not an official municipal measurement. Source: Census Reporter mirror of ACS 2024 5-year tables.

Is Kalamazoo a good place to live?

Kalamazoo 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 Kalamazoo?

Eastwood, Westwood, Comstock Northwest, Portage are near Kalamazoo. 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). Kalamazoo, United States: population, rent, salary, jobs [ImmigrationDB compilation; version 26dd6c14537fc6a0fd173b8e5a162e35]. ImmigrationDB. https://immigrationdb.com/cities/us/kalamazoo/ Retrieved 2026-10-16. Compilation license: CC BY 4.0, https://creativecommons.org/licenses/by/4.0/
BibTeX citation
@misc{immigrationdb_immigrationdb_kalamazoo-united-states-population-rent-salary-jobs_fc8caef9689a,
  author = {ImmigrationDB},
  title = {Kalamazoo, United States: population, rent, salary, jobs},
  publisher = {ImmigrationDB},
  year = {2026},
  date = {2026-10-16},
  version = {26dd6c14537fc6a0fd173b8e5a162e35},
  url = {https://immigrationdb.com/cities/us/kalamazoo/},
  note = {Retrieved 2026-10-16. ImmigrationDB compilation. Compilation license: CC BY 4.0, https://creativecommons.org/licenses/by/4.0/},
}
Markdown citation
[Kalamazoo, United States: population, rent, salary, jobs](https://immigrationdb.com/cities/us/kalamazoo/) — ImmigrationDB; ImmigrationDB; version 26dd6c14537fc6a0fd173b8e5a162e35; 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 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 median gross rent api.censusreporter.org · checked 2026-07-04
  5. ACS total population api.censusreporter.org · checked 2026-07-04
  6. CDC BRFSS flu vaccination coverage data.cdc.gov · checked 2026-06-30
  7. CDC mammography screening rate data.cdc.gov · checked 2026-06-30
  8. Census Reporter (underlying U.S. Census ACS) api.censusreporter.org · checked 2026-08-03
  9. Census Reporter / U.S. Census Bureau api.censusreporter.org · checked 2026-08-03
  10. EPA AirData PM2.5 annual mean aqs.epa.gov · checked 2026-07-01
Show 20 more sources
  1. EPA AQS annual PM2.5 monitor data 2024 aqs.epa.gov · checked 2026-07-26
  2. FBI CDE/UCR crime statistics cde.ucr.cjis.gov · checked 2026-07-01
  3. FBI CIUS Table 8 by City 2025 (CDE offenses-known-to-le-2025.zip) cde.ucr.cjis.gov · checked 2026-09-05
  4. FBI Crime Data Explorer / Uniform Crime Reporting cde.ucr.cjis.gov · checked 2026-08-04
  5. HRSA mental health provider ratio data.hrsa.gov · checked 2026-06-30
  6. NCES CCD public school count nces.ed.gov · checked 2026-06-30
  7. NOAA GHCN-Daily climate normals ncei.noaa.gov · checked 2026-06-30
  8. NOAA National Centers for Environmental Information ncei.noaa.gov · checked 2026-08-03
  9. OpenFlights raw.githubusercontent.com · checked 2026-08-03
  10. OurAirports davidmegginson.github.io · checked 2026-08-03
  11. U.S. Census Bureau, Population Estimates Program www2.census.gov · checked 2026-08-03
  12. www.bls.gov bls.gov · checked 2026-08-27
  13. Census Reporter ACS 2020-2024 5-year, table B20002 (underlying U.S. Census Bureau ACS) api.censusreporter.org · checked 2026-09-11
  14. Census Reporter mirror of ACS 2024 5-year tables api.censusreporter.org · checked 2026-07-26
  15. Coordinate identity evidence wikidata.org · checked 2026-09-06
  16. Coordinate identity evidence wikidata.org · checked 2026-09-06
  17. Coordinate identity evidence wikidata.org · checked 2026-09-06
  18. Coordinate identity evidence wikidata.org · checked 2026-09-06
  19. Coordinate identity evidence wikidata.org · checked 2026-09-06
  20. Numbeo - Cost of Living in Kalamazoo (Wayback Machine capture 20251005215846) numbeo.com · checked 2026-07-31

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.