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ZipVitals

ZIP code

34471

in Ocala, FloridaPopulation 28,342

52.78/ 100

Ranked #12,399 of 32,066 US ZIPs (top 39%)

Ranked #478 of 974 Florida ZIPs (top 49%)

Ranked #3 of 26 Ocala, FL ZIPs (top 11.6%)

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.

Physician access

10 per 1,000 residents

in the top 0.3% nationally

Higher is healthier

ST99th
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 ›

Outpatient-care access

1.5 per 1,000 residents

in the top 0.8% nationally

Higher is healthier

ST99th
US99th
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 ›

Dental provider access

2 per 1,000 residents

in the top 1.2% nationally

Higher is healthier

ST98th
US99th
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 ›

Arsenic in groundwater

0.96%

in the bottom 1.5% nationally

Lower is healthier

ST7th
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 ›

Humid extreme heat

173.1 days/year

in the top 2.1% nationally

Lower is healthier

ST31st
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 ›

Subsidized affordable housing

700 units

in the top 2.8% nationally

Higher is healthier

ST93rd
US97th
Definition & source ›

The number of affordable rental units in this ZIP supported by the federal Low-Income Housing Tax Credit program.

Full methodology ›

PFAS in drinking water

75%

in the top 3.1% nationally

Lower is healthier

ST79th
US97th
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 ›

Recreation access

1.3 per 1,000 residents

in the top 4.6% nationally

Higher is healthier

ST89th
US95th
Definition & source ›

The number of places for physical recreation — gyms, sports, and fitness venues — 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

0.18 per 1,000 residents

in the top 5.0% nationally

Higher is healthier

ST93rd
US95th
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 ›

Civic-institution access

0.83 per 1,000 residents

in the top 5.8% nationally

Higher is healthier

ST93rd
US94th
Definition & source ›

The number of civic and social organizations 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 ›

The read

On balance, and by the composite measure, ZIP 34471, one of several in Ocala, Florida ranks in the top 39% healthiest ZIPs nationally (12,399th) and the top 49% of Florida (478th).

continue reading

Neither strongly one way nor the other, the measures sit mixed: physicians rests in the top 0.3% nationally, and outpatient is in the top 0.8% nationally. Dental providers stands in the top 1.2% nationally, and modeled arsenic settles in the bottom 1.5% nationally. Subsidized affordable housing lies in the top 2.8% nationally, recreation resides in the top 4.6% nationally, and mental-health providers lands in the top 5.0% nationally. Distance to an emergency room registers at the national minimum, shared with about 11% of ZIPs. Against that, modeled humid heat sits in the top 2.1% nationally, and pfas rests in the top 3.1% 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 34476, 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 94%

16%

Mental Health

healthier than 71%

8%

Healthcare Access

in the top 0.00%

5%

About typical

Chronic Disease Burden

healthier than 48%

21%

Preventive Care

healthier than 47%

13%

Risk Behavior

healthier than 60%

11%

Disability

healthier than 42%

7%

Holding it back

Environmental Hazard

healthier than 23%

14%

Climate / Disaster Risk

healthier than 23%

5%

Lifting this score

Social Need / SDOH

healthier than 94%

16%

Preventive Care

healthier than 61%

13%

Climate / Disaster Risk

healthier than 84%

5%

Healthcare Access

in the top 0.00%

5%

About typical

Chronic Disease Burden

healthier than 49%

21%

Risk Behavior

healthier than 53%

11%

Disability

healthier than 48%

7%

Holding it back

Environmental Hazard

healthier than 4%

14%

Mental Health

healthier than 36%

8%

Lifting this score

Chronic Disease Burden

healthier than 91%

21%

Social Need / SDOH

in the top 0.00%

16%

Risk Behavior

healthier than 78%

11%

Mental Health

healthier than 65%

8%

Disability

healthier than 91%

7%

Climate / Disaster Risk

healthier than 70%

5%

Healthcare Access

in the top 0.00%

5%

About typical

Preventive Care

healthier than 48%

13%

Holding it back

Environmental Hazard

in the bottom 0.00%

14%

“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 76.5 ± 1.0 years. A median household income of $65,789 predicts 78.4 years — 1.9 years below.

    Ranked #2,530 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 adults28.9%26.1–31.8
High blood pressure among adults36.8%33.5–40.4
Cancer (non-skin) or melanoma among adults10.4%9.5–11.4
Current asthma among adults9.8%8.7–11.0
Coronary heart disease among adults7.9%7.2–8.8
Chronic obstructive pulmonary disease among adults8.1%7.3–9.0
Depression among adults19.6%16.9–22.5
Diagnosed diabetes among adults12.8%11.3–14.5
High cholesterol among adults who have ever been screened38.6%35.0–42.4
Obesity among adults35.0%29.8–40.5
Stroke among adults4.1%3.8–4.5
All teeth lost among adults aged >=65 years15.2%12.7–17.9
PreventionCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Current lack of health insurance among adults aged 18-64 years13.5%12.0–15.3
Taking medicine to control high blood pressure among adults with high blood pressure79.7%77.1–82.1
Visits to doctor for routine checkup within the past year among adults80.1%77.0–82.9
Cholesterol screening among adults86.9%85.3–88.4
Colorectal cancer screening among adults aged 45–75 years68.9%64.6–72.9
Visited dentist or dental clinic in the past year among adults56.9%53.5–60.1
Mammography use among women aged 50-74 years74.3%67.5–80.2
Health Risk BehaviorsCDC PLACES 2022 / 2023 · BRFSS
MeasureCrude prevalence95% CI
Binge drinking among adults14.9%12.5–17.7
Current cigarette smoking among adults13.7%11.9–15.5
No leisure-time physical activity among adults23.8%20.5–27.4
Short sleep duration among adults38.5%33.5–43.6
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 adults16.9%15.1–18.9
Frequent physical distress among adults14.9%13.3–16.6
DisabilityCDC PLACES 2023 · BRFSS
MeasureCrude prevalence95% CI
Cognitive disability among adults14.2%12.7–15.9
Any disability among adults32.6%29.0–36.2
Hearing disability among adults8.2%7.3–9.1
Independent living disability among adults8.9%7.9–9.9
Mobility disability among adults16.3%14.4–18.3
Self-care disability among adults4.4%4.0–4.8
Vision disability among adults6.2%5.7–6.8
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)FL median (p10–p90)
Poverty rate16.6%10.6% (3.1–25.8%) n=32,36411.4% (5.3–23.2%) n=972
Uninsured 18–6417.7%9.0% (1.5–24.3%) n=32,28615.9% (7.1–27.2%) n=968
No HS diploma (25+)6.5%7.9% (1.8–20.7%) n=32,5058.7% (2.9–20.6%) n=977
Bachelor's or higher (25+)36.2%23.3% (9.2–53.6%) n=32,50529.1% (12.7–56.0%) n=977
Unemployment rate (16+)3.9%3.9% (0.0–9.8%) n=32,2744.4% (1.8–7.7%) n=968
Households without a vehicle8.4%3.9% (0.0–12.5%) n=32,3224.3% (1.2–11.0%) n=972
Broadband subscription91.6%89.3% (75.1–97.1%) n=32,32291.9% (83.2–96.9%) n=972
Housing cost burden (≥30% income)38.4%23.7% (10.6–40.0%) n=32,32233.2% (20.1–47.6%) n=972
Homeownership rate61.6%78.7% (51.7–94.0%) n=32,32274.9% (47.3–90.5%) n=972
Crowded housing (>1 per room)1.4%1.3% (0.0–6.3%) n=32,3222.2% (0.2–6.7%) n=972
Foreign-born population8.9%2.6% (0.0–18.6%) n=32,55311.5% (2.3–39.9%) n=977
Single-parent households49.7%53.6% (37.3–74.1%) n=32,08752.8% (38.7–75.3%) n=968
Population 65+24.1%19.4% (10.8–33.6%) n=32,55320.4% (11.9–40.6%) n=977
Median age42.3 yr42.2 yr (33.0–56.3) n=32,29243.0 yr (35.1–59.8) n=972
Median household income$65,789$72,070 ($46,039–$118,707) n=30,318$72,857 ($48,246–$112,420) n=946
Median home value$317,900$222,200 ($100,300–$579,820) n=30,049$334,600 ($168,120–$631,410) n=932
Median gross rent$1,396$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 birth76.5 yr ± 0.5078.9 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 0.50 years of 76.5, 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