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ZipVitals

ZIP code

34474

in Ocala, FloridaPopulation 20,258

52.76/ 100

Ranked #12,429 of 32,066 US ZIPs (top 39%)

Ranked #482 of 974 Florida ZIPs (top 49%)

Ranked #5 of 26 Ocala, FL ZIPs (top 19%)

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.

Arsenic in groundwater

0.88%

in the bottom 0.8% nationally

Lower is healthier

ST3rd
US1st
Definition & source ›

The modeled probability that untreated groundwater in this area — the source private wells draw on — exceeds the federal arsenic limit of 10 micrograms per liter.

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 ›

Physician access

5.1 per 1,000 residents

in the top 1.3% nationally

Higher is healthier

ST95th
US99th
Definition & source ›

The number of physicians’ offices located inside this ZIP’s boundary, per 1,000 residents.

Counted from establishments located inside this ZIP’s boundary, so one just across the line is not counted. Where a ZIP has too few residents for the density to be reliable, no value is published rather than an unreliable one.

Full methodology ›

Dental provider access

1.7 per 1,000 residents

in the top 1.7% nationally

Higher is healthier

ST97th
US98th
Definition & source ›

The number of dental offices located inside this ZIP’s boundary, per 1,000 residents.

Counted from establishments located inside this ZIP’s boundary, so one just across the line is not counted. Where a ZIP has too few residents for the density to be reliable, no value is published rather than an unreliable one.

Full methodology ›

Humid extreme heat

177 days/year

in the top 1.9% nationally

Lower is healthier

ST37th
US98th
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

79.5%

in the top 2.0% nationally

Lower is healthier

ST81st
US98th
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 ›

Outpatient-care access

0.84 per 1,000 residents

in the top 2.8% nationally

Higher is healthier

ST91st
US97th
Definition & source ›

The number of outpatient clinics located inside this ZIP’s boundary, per 1,000 residents.

Counted from establishments located inside this ZIP’s boundary, so one just across the line is not counted. Where a ZIP has too few residents for the density to be reliable, no value is published rather than an unreliable one.

Full methodology ›

Mental-health provider access

0.22 per 1,000 residents

in the top 3.4% nationally

Higher is healthier

ST95th
US97th
Definition & source ›

The number of mental-health clinics located inside this ZIP’s boundary, per 1,000 residents.

Counted from establishments located inside this ZIP’s boundary, so one just across the line is not counted. Where a ZIP has too few residents for the density to be reliable, no value is published rather than an unreliable one.

Full methodology ›

Homeownership rate

44.2%

in the bottom 6.6% nationally

Higher is healthier

ST9th
US7th
Definition & source ›

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

Full methodology ›

Housing-cost burden

40.9%

in the top 9.1% nationally

Lower is healthier

ST77th
US91st
Definition & source ›

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

Full methodology ›

Grocery access

0.17 per 1,000 residents

in the top 9.6% nationally

Higher is healthier

ST88th
US90th
Definition & source ›

The number of full supermarkets inside this ZIP’s boundary, per 1,000 residents.

Counted from establishments located inside this ZIP’s boundary, so one just across the line is not counted. Where a ZIP has too few residents for the density to be reliable, no value is published rather than an unreliable one. ZipVitals’s food-access signal is derived from these in-ZIP densities — it is not USDA’s food-desert designation, which measures distance to the nearest supermarket. Where a leg is missing, a ZIP reads “not determinable,” never “not a food desert.”

Full methodology ›

The read

On balance, and by the composite measure, ZIP 34474, one of several in Ocala, Florida ranks in the top 39% healthiest ZIPs nationally (12,429th) and the top 49% of Florida (482nd).

continue reading

Strengths and concerns sit side by side across the measures here: modeled arsenic rests in the bottom 0.8% nationally, and physicians is in the top 1.3% nationally. Dental providers stands in the top 1.7% nationally, and outpatient settles in the top 2.8% nationally. Mental-health providers lies in the top 3.4% nationally, and grocery resides in the top 9.6% nationally. On the other hand, modeled humid heat lands in the top 1.9% nationally, modeled pfas registers in the top 2.0% nationally, and homeownership sits in the bottom 6.6% nationally. Housing-cost burden rests in the top 9.1% nationally.

Compared with the ZIPs it borders, physicians runs far higher than the surrounding ZIPs on this measure. In plainer terms, arsenic is a natural groundwater contaminant, here a modeled estimate of the chance private-well levels exceed a benchmark. Pfas is the man-made "forever chemicals" that build up in the body and environment instead of breaking down; here a modeled estimate of the chance a private well contains them. Humid heat is a modeled heat-stress measure combining temperature, humidity, sun, and wind to gauge heat on the body outdoors. For a healthier nearby ZIP overall, look to ZIP 34471, just across the boundary.

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 Ocala, 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

Social Need / SDOH

healthier than 68%

16%

Mental Health

healthier than 77%

8%

Healthcare Access

healthier than 88%

5%

About typical

Chronic Disease Burden

healthier than 59%

21%

Risk Behavior

healthier than 58%

11%

Disability

healthier than 48%

7%

Holding it back

Environmental Hazard

healthier than 39%

14%

Preventive Care

healthier than 32%

13%

Climate / Disaster Risk

healthier than 26%

5%

Lifting this score

Climate / Disaster Risk

healthier than 87%

5%

Healthcare Access

healthier than 80%

5%

About typical

Chronic Disease Burden

healthier than 59%

21%

Social Need / SDOH

healthier than 47%

16%

Preventive Care

healthier than 46%

13%

Risk Behavior

healthier than 51%

11%

Mental Health

healthier than 46%

8%

Disability

healthier than 54%

7%

Holding it back

Environmental Hazard

healthier than 13%

14%

Lifting this score

Chronic Disease Burden

healthier than 96%

21%

Social Need / SDOH

healthier than 87%

16%

Risk Behavior

healthier than 70%

11%

Mental Health

healthier than 78%

8%

Disability

healthier than 96%

7%

Climate / Disaster Risk

healthier than 83%

5%

Healthcare Access

healthier than 91%

5%

Holding it back

Environmental Hazard

healthier than 17%

14%

Preventive Care

healthier than 13%

13%

“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 ›

Findings that name this ZIP

One of our published findings lists this ZIP code. Each finding compares one published measure against a stated benchmark, and names only the ZIP codes whose estimates are reliable enough to rank. See all surprising findings.

  • Below what income predicts

    The ZIP codes that outlive their incomes

    Estimated life expectancy is 76.3 ± 1.1 years. A median household income of $65,291 predicts 78.4 years — 2.1 years below.

    Ranked #2,852 of the 5,842 ZIP codes this finding names, ordered by years above what income predicts, highest first.

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 adults26.6%24.0–29.3
High blood pressure among adults35.0%31.7–38.4
Cancer (non-skin) or melanoma among adults9.2%8.4–10.0
Current asthma among adults9.5%8.4–10.6
Coronary heart disease among adults7.5%6.8–8.3
Chronic obstructive pulmonary disease among adults7.7%6.8–8.6
Depression among adults18.8%16.2–21.7
Diagnosed diabetes among adults12.7%11.2–14.3
High cholesterol among adults who have ever been screened37.6%34.0–41.3
Obesity among adults34.6%29.5–40.1
Stroke among adults3.8%3.5–4.2
All teeth lost among adults aged >=65 years15.5%13.0–18.3
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years15.4%13.5–17.2
Taking medicine to control high blood pressure among adults with high blood pressure78.6%76.0–81.0
Visits to doctor for routine checkup within the past year among adults79.1%75.9–82.0
Cholesterol screening among adults86.3%84.6–87.8
Colorectal cancer screening among adults aged 45–75 years66.3%61.9–70.5
Visited dentist or dental clinic in the past year among adults55.1%51.6–58.5
Mammography use among women aged 50-74 years73.7%66.6–79.8
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults14.9%12.4–17.6
Current cigarette smoking among adults13.1%11.4–14.9
No leisure-time physical activity among adults24.2%20.9–27.7
Short sleep duration among adults39.3%34.2–44.4
Health StatusCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Fair or poor self-rated health status among adults20.4%18.1–22.8
Frequent mental distress among adults16.7%14.9–18.5
Frequent physical distress among adults14.5%13.0–16.2
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults14.1%12.7–15.7
Any disability among adults31.7%28.3–35.3
Hearing disability among adults7.8%7.0–8.7
Independent living disability among adults8.4%7.6–9.4
Mobility disability among adults15.5%13.8–17.4
Self-care disability among adults4.2%3.8–4.6
Vision disability among adults6.1%5.6–6.6
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)FL median (p10–p90)
Poverty rate17.0%10.6% (3.1–25.8%) n=32,36411.4% (5.3–23.2%) n=972
Uninsured 18–6419.0%9.0% (1.5–24.3%) n=32,28615.9% (7.1–27.2%) n=968
No HS diploma (25+)9.3%7.9% (1.8–20.7%) n=32,5058.7% (2.9–20.6%) n=977
Bachelor's or higher (25+)32.9%23.3% (9.2–53.6%) n=32,50529.1% (12.7–56.0%) n=977
Unemployment rate (16+)5.8%3.9% (0.0–9.8%) n=32,2744.4% (1.8–7.7%) n=968
Households without a vehicle5.5%3.9% (0.0–12.5%) n=32,3224.3% (1.2–11.0%) n=972
Broadband subscription93.9%89.3% (75.1–97.1%) n=32,32291.9% (83.2–96.9%) n=972
Housing cost burden (≥30% income)40.9%23.7% (10.6–40.0%) n=32,32233.2% (20.1–47.6%) n=972
Homeownership rate44.2%78.7% (51.7–94.0%) n=32,32274.9% (47.3–90.5%) n=972
Crowded housing (>1 per room)0.8%1.3% (0.0–6.3%) n=32,3222.2% (0.2–6.7%) n=972
Foreign-born population22.1%2.6% (0.0–18.6%) n=32,55311.5% (2.3–39.9%) n=977
Single-parent households47.4%53.6% (37.3–74.1%) n=32,08752.8% (38.7–75.3%) n=968
Population 65+18.5%19.4% (10.8–33.6%) n=32,55320.4% (11.9–40.6%) n=977
Median age40.5 yr42.2 yr (33.0–56.3) n=32,29243.0 yr (35.1–59.8) n=972
Median household income$65,291$72,070 ($46,039–$118,707) n=30,318$72,857 ($48,246–$112,420) n=946
Median home value$235,300$222,200 ($100,300–$579,820) n=30,049$334,600 ($168,120–$631,410) n=932
Median gross rent$1,634$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 birth76.3 yr ± 0.5478.9 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 0.54 years of 76.3, 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