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ZipVitals

ZIP code

17266

in Walnut Bottom, PennsylvaniaPopulation 445

46.40/ 100

Ranked #20,869 of 32,066 US ZIPs (bottom 35%)

Ranked #1,245 of 1,748 Pennsylvania ZIPs (bottom 29%)

Ranked #37 of 58 Harrisburg-Carlisle, PA ZIPs (bottom 36%)

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

Some domains have limited local data — read this Score as directional

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.

Loud transportation noise

5.2%

in the top 1.2% nationally

Lower is healthier

ST98th
US99th
Definition & source ›

The modeled share of residents exposed to average road, rail, and aviation noise at or above 65 decibels — around the volume of normal conversation.

Full methodology ›

Transportation noise

23.1%

in the top 1.9% nationally

Lower is healthier

ST97th
US98th
Definition & source ›

The modeled share of residents exposed to average road, rail, and aviation noise at or above 55 decibels — a noticeable background presence.

Full methodology ›

Expected annual disaster loss

$0

in the bottom 4.8% nationally

Lower is healthier

ST12th
US5th
Definition & source ›

FEMA’s modeled estimate, in dollars per year, of the average harm to people expected from natural hazards — an annualized average, not a forecast for any single year.

Full methodology ›

Households without a vehicle

18%

in the top 5.4% nationally

Lower is healthier

ST92nd
US95th
Definition & source ›

The share of households with no vehicle available.

Full methodology ›

Natural-disaster risk

in the bottom 6.5% nationally

Lower is healthier

ST23rd
US6th
Definition & source ›

This area’s national rank on its single highest non-flood natural hazard — such as wildfire, tornado, or earthquake — in FEMA’s modeled National Risk Index; flooding is shown separately.

Full methodology ›

Home broadband subscription

71.3%

in the bottom 6.9% nationally

Higher is healthier

ST6th
US7th
Definition & source ›

The share of households with a broadband internet subscription.

Full methodology ›

Arsenic in groundwater

1.3%

in the bottom 9.2% nationally

Lower is healthier

ST3rd
US9th
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 ›

Housing-cost burden

10.1%

in the bottom 9.6% nationally

Lower is healthier

ST10th
US10th
Definition & source ›

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

Full methodology ›

Outer-floodplain exposure

2.5%

in the top 13.0% nationally

Lower is healthier

ST91st
US87th
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 ›

Distance to a community health center

10.9 mi

in the top 18% nationally

Lower is healthier

ST90th
US82nd
Definition & source ›

The distance in miles from this ZIP’s edge to the nearest federally funded community health center, which serves patients regardless of ability to pay.

Full methodology ›

The read

Given how limited the coverage is here, Walnut Bottom, Pennsylvania (ZIP 17266) lands in the bottom 35% nationally (20,869th) and the bottom 29% of Pennsylvania (1,245th), based on limited data; treat as directional.

continue reading

From the measures that are available, a few readings can be named: modeled expected annual loss lies in the bottom 4.8% nationally, and disaster risk lands in the bottom 6.5% nationally. Modeled arsenic sits in the bottom 9.2% nationally, and housing-cost burden is in the bottom 9.6% nationally. On the other side, modeled loud transportation noise settles in the top 1.2% nationally, modeled transportation noise resides in the top 1.9% nationally, and households without a vehicle registers in the top 5.4% nationally. Home broadband subscription rests in the bottom 6.9% nationally. Fiber broadband stands at the national minimum, shared with about 19% of ZIPs. Modeled radon lies in the top 13.4% nationally.

Set beside the nearby areas, loud transportation noise runs far higher than the surrounding ZIPs on this measure. A note on the terms: expected annual loss is FEMA's modeled estimate, in dollars, of average yearly harm to people from natural hazards. Disaster risk is the area's national rank on its highest non-flood peril in FEMA's modeled Risk Index, like wildfire or quake. Arsenic is a natural groundwater contaminant, here a modeled estimate of the chance private-well levels exceed a benchmark. For a healthier nearby comparison, ZIP 17257, just across the boundary, ranks better 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.

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

Nothing measured is lifting this score.

About typical

Preventive CarePartial

healthier than 47%

15%

Holding it back

Social Need / SDOH

healthier than 16%

19%

Environmental Hazard

healthier than 7%

16%

Climate / Disaster Risk

healthier than 38%

6%

Healthcare Access

healthier than 19%

6%

Not placed: Chronic Disease Burden and Risk Behavior — too little of each is measured here to compare reliably. They still count toward the score (together 38% of it); we just will not publish a standing we cannot stand behind.

No data: Mental Health and Disability — not measured in this ZIP, so it is left out of the score entirely rather than estimated.

“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 · BRFSS
MeasureCrude prevalence95% CI
All teeth lost among adults aged >=65 years12.8%10.3–15.6
PreventionCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Colorectal cancer screening among adults aged 45–75 years68.5%63.8–72.7
Visited dentist or dental clinic in the past year among adults59.0%55.2–62.7
Mammography use among women aged 50-74 years74.2%66.1–81.2
Health Risk BehaviorsCDC PLACES 2022 · BRFSS
MeasureCrude prevalence95% CI
Short sleep duration among adults38.7%32.4–45.5
Community & economyCensus ACS 5-Year · 2024 release · observed
MeasureValueUS median (p10–p90)PA median (p10–p90)
Poverty rate5.6%10.6% (3.1–25.8%) n=32,3649.3% (2.1–21.6%) n=1,759
Uninsured 18–6439.8%9.0% (1.5–24.3%) n=32,2866.3% (0.0–16.6%) n=1,753
No HS diploma (25+)11.4%7.9% (1.8–20.7%) n=32,5057.0% (1.5–16.1%) n=1,762
Bachelor's or higher (25+)20.6%23.3% (9.2–53.6%) n=32,50521.9% (8.9–50.4%) n=1,762
Unemployment rate (16+)3.0%3.9% (0.0–9.8%) n=32,2743.9% (0.0–9.6%) n=1,755
Households without a vehicle18.0%3.9% (0.0–12.5%) n=32,3224.8% (0.0–15.6%) n=1,758
Broadband subscription71.3%89.3% (75.1–97.1%) n=32,32288.2% (75.7–97.3%) n=1,758
Housing cost burden (≥30% income)10.1%23.7% (10.6–40.0%) n=32,32221.9% (9.9–35.3%) n=1,758
Homeownership rate68.0%78.7% (51.7–94.0%) n=32,32280.1% (57.1–94.5%) n=1,758
Crowded housing (>1 per room)0.0%1.3% (0.0–6.3%) n=32,3220.6% (0.0–3.3%) n=1,758
Foreign-born population0.0%2.6% (0.0–18.6%) n=32,5531.4% (0.0–10.2%) n=1,763
Single-parent households54.4%53.6% (37.3–74.1%) n=32,08756.3% (38.5–72.8%) n=1,744
Population 65+28.5%19.4% (10.8–33.6%) n=32,55321.1% (12.3–31.4%) n=1,763
Median age35.0 yr42.2 yr (33.0–56.3) n=32,29244.2 yr (33.9–55.5) n=1,752
Median household income$66,667$72,070 ($46,039–$118,707) n=30,318$71,250 ($50,880–$112,747) n=1,642
Median home value$214,400$222,200 ($100,300–$579,820) n=30,049$197,200 ($99,000–$382,120) n=1,649
Median gross rent$1,021 ($677–$1,912) n=25,670$983 ($701–$1,527) n=1,367
Life expectancyNCHS / RWJF USALEEP · model-based
MeasureValueUS median (p10–p90)PA median (p10–p90)
Life expectancy at birth80.6 yr ± 1.5378.9 yr (74.7–82.8) n=31,30879.2 yr (76.0–82.0) n=1,730

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 1.53 years of 80.6, 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