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ZipVitals

ZIP code

32530

in Bagdad, FloridaPopulation 275

56.07/ 100

Ranked #8,191 of 32,066 US ZIPs (top 26%)

Ranked #324 of 974 Florida ZIPs (top 33%)

Ranked #6 of 25 Pensacola-Ferry Pass-Brent, FL ZIPs (top 24%)

Ranks are modeled estimates — ZIPs a few hundred places apart are effectively tied.

Robust across all 9 health domains

What defines this ZIP

Metrics where this ZIP sits in the tails of the national distribution — the ones that most set it apart. Select any tile for its definition and methodology.

Housing-cost burden

0.00%

at the national minimum

Lower is healthier

ST1st
US1st
Definition & source ›

The share of households spending 30% or more of their income on housing.

Full methodology ›

Floodplain exposure

66.7%

in the top 2.0% nationally

Lower is healthier

ST88th
US98th
Definition & source ›

The share of this ZIP’s land area inside FEMA’s 1%-annual-chance floodplain — the “100-year” flood zone, where flooding has about a 1-in-100 chance in any given year.

Measured from FEMA’s mapped flood panels. Where a panel has not been mapped, no value is published for that ZIP — those ZIPs are absent from this comparison rather than counted as unexposed.

Full methodology ›

PFOS in drinking water

100%

at the national maximum

Lower is healthier

ST99th
US99th
Definition & source ›

The share of residents served by public water systems where PFOS, one of the most common “forever chemicals,” was detected in EPA testing.

Measured from EPA records for the public water systems that serve this ZIP. Households on private wells — roughly 30% of the US population — are not covered by this measure, and this figure says nothing about their water.

Full methodology ›

Poverty rate

0.00%

at the national minimum

Lower is healthier

ST1st
US1st
Definition & source ›

The share of residents whose income is below the federal poverty line, from the Census Bureau’s American Community Survey.

Full methodology ›

Homeownership rate

100%

at the national maximum

Higher is healthier

ST99th
US99th
Definition & source ›

The share of occupied homes that are owned, rather than rented, by the people living in them.

Full methodology ›

Home broadband subscription

100%

at the national maximum

Higher is healthier

ST99th
US99th
Definition & source ›

The share of households with a broadband internet subscription.

Full methodology ›

Outer-floodplain exposure

9.1%

in the top 4.2% nationally

Lower is healthier

ST93rd
US96th
Definition & source ›

The share of this ZIP’s land area inside FEMA’s 0.2%-annual-chance flood band — the “500-year” zone, a lower but real 1-in-500 yearly chance.

Measured from FEMA’s mapped flood panels. Where a panel has not been mapped, no value is published for that ZIP — those ZIPs are absent from this comparison rather than counted as unexposed.

Full methodology ›

PFAS in drinking water

100%

at the national maximum

Lower is healthier

ST99th
US99th
Definition & source ›

The share of residents served by public water systems where PFAS — man-made “forever chemicals” that build up in the body and environment instead of breaking down — were detected in EPA testing.

Measured from EPA records for the public water systems that serve this ZIP. Households on private wells — roughly 30% of the US population — are not covered by this measure, and this figure says nothing about their water.

Full methodology ›

Humid extreme heat

145 days/year

in the top 6.1% nationally

Lower is healthier

ST3rd
US94th
Definition & source ›

The average number of days per year when modeled heat stress — temperature, humidity, sun, and wind combined — reaches levels hard on the body outdoors.

Full methodology ›

PFAS in drinking water

10.3%

in the bottom 9.8% nationally

Lower is healthier

ST2nd
US10th
Definition & source ›

The modeled probability that PFAS “forever chemicals” would be detected in untreated groundwater in this area, the source private wells draw on.

A modeled likelihood for untreated groundwater, the source drawn on by private wells, which are federally unregulated. It is not a measurement of treated water delivered by a public system, and it is not a test of any individual well.

Full methodology ›

Cross-source signals

Combined exposures in this ZIP

More than one environmental exposure stands out in this ZIP. Each is established independently and shown on its own above; they are grouped here for context — not because one causes the other.

The read

By the composite measure, Bagdad, Florida (ZIP 32530) sits in the top 26% healthiest ZIPs nationally (8,191st) and the top 33% of Florida (324th).

continue reading

The readings split fairly evenly between strengths and concerns: housing-cost burden sits at the national minimum, poverty registers at the national minimum, and homeownership lands at the national maximum. Home broadband subscription resides at the national maximum. Unemployment lies at the national minimum, shared with about 15% of ZIPs. Working the other way, floodplain exposure settles in the top 2.0% nationally, and PFOS in drinking water stands at the national maximum. Outer-floodplain exposure is in the top 4.2% nationally, and PFAS in drinking water rests at the national maximum. Modeled humid heat sits in the top 6.1% nationally.

Compared with the ZIPs that surround it, outer-floodplain exposure runs far higher than the surrounding ZIPs on this measure. In plain language, PFOS in drinking water is a common one of the man-made "forever chemicals" that build up in the body and environment instead of breaking down. PFAS in drinking water is the family of man-made "forever chemicals" that build up in the body and environment instead of breaking down. Floodplain exposure is land with about a 1-in-100 chance of flooding each year, nicknamed the "100-year floodplain". ZIP 32566, about 8.4 miles away, ranks healthier overall.

What’s driving this score

Nine domains make up the ZipVitals Score — here is how this ZIP does on each, and how much each one counts. Compare it against the US, this state and the Pensacola-Ferry Pass-Brent, FL metro area.

Compared with the ZIP codes measured across all nine scoring domains — not with all US ZIP codes.

Compare within

Lifting this score

Chronic Disease Burden

healthier than 86%

21%

Social Need / SDOH

healthier than 79%

16%

Environmental Hazard

healthier than 81%

14%

Mental Health

healthier than 67%

8%

Disability

healthier than 84%

7%

Healthcare Access

healthier than 67%

5%

About typical

Risk Behavior

healthier than 41%

11%

Holding it back

Preventive Care

healthier than 34%

13%

Climate / Disaster Risk

healthier than 2%

5%

Lifting this score

Chronic Disease Burden

healthier than 87%

21%

Social Need / SDOH

healthier than 67%

16%

Environmental Hazard

healthier than 72%

14%

Disability

healthier than 88%

7%

About typical

Preventive Care

healthier than 48%

13%

Healthcare Access

healthier than 43%

5%

Holding it back

Risk Behavior

healthier than 34%

11%

Mental Health

healthier than 31%

8%

Climate / Disaster Risk

healthier than 16%

5%

Lifting this score

Chronic Disease Burden

healthier than 91%

21%

Social Need / SDOH

healthier than 96%

16%

Environmental Hazard

healthier than 83%

14%

Mental Health

healthier than 74%

8%

Disability

healthier than 87%

7%

Holding it back

Preventive Care

healthier than 39%

13%

Risk Behavior

healthier than 30%

11%

Climate / Disaster Risk

in the bottom 0.00%

5%

Healthcare Access

healthier than 35%

5%

“Share” is how much of this ZIP’s score the domain accounts for. Percentages are rounded; higher is healthier in every domain. How the score works, and who it compares you with ›

Nearby & similar ZIPs

Editorially selected — see how this ZIP compares to nearby and similar places.

How these were chosen: only ZIPs with a published Score appear — a nearby ZIP with too little data to score won’t. Nearby means closest by distance between ZIP boundaries, which can cross state lines. A similar health profile is a close match across the nine Score domains, not similar demographics. Distances are measured between ZIP boundaries — ZIPs that touch share a border. How distance is measured

Evidence

Every measure this page draws on, by source. Collapsed by default — the full data stays in the page for search engines either way.

Health OutcomesCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Arthritis among adults22.9%20.3–25.9
High blood pressure among adults32.4%29.0–36.1
Cancer (non-skin) or melanoma among adults7.5%6.7–8.4
Current asthma among adults9.5%8.5–10.8
Coronary heart disease among adults5.3%4.6–6.3
Chronic obstructive pulmonary disease among adults5.6%4.5–6.9
Depression among adults19.4%16.7–22.5
Diagnosed diabetes among adults10.0%8.6–11.7
High cholesterol among adults who have ever been screened34.7%31.2–38.3
Obesity among adults32.9%27.5–38.7
Stroke among adults2.6%2.3–3.1
All teeth lost among adults aged >=65 years8.2%6.6–9.9
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years11.2%8.6–14.8
Taking medicine to control high blood pressure among adults with high blood pressure72.6%69.3–75.9
Visits to doctor for routine checkup within the past year among adults77.3%73.8–80.4
Cholesterol screening among adults86.6%83.9–89.0
Colorectal cancer screening among adults aged 45–75 years64.9%60.3–69.0
Visited dentist or dental clinic in the past year among adults60.9%57.6–64.2
Mammography use among women aged 50-74 years75.2%68.2–81.4
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults18.3%15.4–21.4
Current cigarette smoking among adults13.9%10.7–17.7
No leisure-time physical activity among adults19.2%15.4–23.9
Short sleep duration among adults40.6%35.5–45.8
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults16.2%13.3–19.9
Frequent mental distress among adults17.6%15.2–20.2
Frequent physical distress among adults12.8%10.9–14.9
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults13.4%11.1–16.1
Any disability among adults26.6%22.4–31.4
Hearing disability among adults5.7%5.0–6.6
Independent living disability among adults6.6%5.4–8.0
Mobility disability among adults10.6%8.7–12.8
Self-care disability among adults2.9%2.4–3.5
Vision disability among adults4.0%3.4–4.7
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)FL median (p10–p90)
Poverty rate0.0%10.6% (3.1–25.8%) n=32,36411.4% (5.3–23.2%) n=972
Uninsured 18–640.0%9.0% (1.5–24.3%) n=32,28615.9% (7.1–27.2%) n=968
No HS diploma (25+)0.0%7.9% (1.8–20.7%) n=32,5058.7% (2.9–20.6%) n=977
Bachelor's or higher (25+)7.9%23.3% (9.2–53.6%) n=32,50529.1% (12.7–56.0%) n=977
Unemployment rate (16+)0.0%3.9% (0.0–9.8%) n=32,2744.4% (1.8–7.7%) n=968
Households without a vehicle0.0%3.9% (0.0–12.5%) n=32,3224.3% (1.2–11.0%) n=972
Broadband subscription100.0%89.3% (75.1–97.1%) n=32,32291.9% (83.2–96.9%) n=972
Housing cost burden (≥30% income)0.0%23.7% (10.6–40.0%) n=32,32233.2% (20.1–47.6%) n=972
Homeownership rate100.0%78.7% (51.7–94.0%) n=32,32274.9% (47.3–90.5%) n=972
Crowded housing (>1 per room)0.0%1.3% (0.0–6.3%) n=32,3222.2% (0.2–6.7%) n=972
Foreign-born population0.0%2.6% (0.0–18.6%) n=32,55311.5% (2.3–39.9%) n=977
Single-parent households55.4%53.6% (37.3–74.1%) n=32,08752.8% (38.7–75.3%) n=968
Population 65+11.3%19.4% (10.8–33.6%) n=32,55320.4% (11.9–40.6%) n=977
Median age27.0 yr42.2 yr (33.0–56.3) n=32,29243.0 yr (35.1–59.8) n=972
Median household income$72,070 ($46,039–$118,707) n=30,318$72,857 ($48,246–$112,420) n=946
Median home value$106,300$222,200 ($100,300–$579,820) n=30,049$334,600 ($168,120–$631,410) n=932
Median gross rent$1,021 ($677–$1,912) n=25,670$1,604 ($968–$2,218) n=901
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)FL median (p10–p90)
Life expectancy at birth77.4 yr ± 1.1178.9 yr (74.7–82.8) n=31,30878.2 yr (74.6–82.2) n=894

About the ± — it’s this estimate’s give-or-take (statisticians call it the standard error). The true life expectancy for this ZIP most likely falls within 1.11 years of 77.4, and it’s very unlikely to be off by more than twice that.

More ZIPs to explore ▾

How these lists were built: they draw only from ZIPs that have a published Score, so ZIPs with too little data to score are not listed. Distance-based lists use distance between ZIP boundaries with no state filter, so an out-of-state ZIP can appear. Statistically similar means a close match across the nine Score domains, not a demographic match: the measure is the cosine similarity between two ZIPs’ domain scores, taken over the domains both ZIPs have data for and only where that overlap covers at least six of the nine — and where no ZIP clears that minimum-overlap floor, that list is left out rather than filled with a weak match. How distance is measured