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Stark County, OH — Pharmacies Saturation

How many pharmacies exist per person present — residents plus daytime workers — by ZIP code, compared with the U.S. average. Establishment data: Census ZBP 2023. Population: ACS 2024 5-year. 38 ZIP codes analyzed.

Includes: Pharmacies · Drug stores · Community & compounding pharmacies. Counted together because official statistics use one 446110 code.

Measured density: Range spans bands — 0.77× the U.S. rate (between 0.77× and 1.74× once withheld ZIP cells are counted)

Why a range: Census does not publish a ZIP-by-industry count when that ZIP has 0–2 businesses. 29 ZIP cells in this county are withheld, 24 of them with residents. Each could hold 0, 1, or 2 businesses: counting them all as 0 gives the low end, counting them all as 2 gives the high end — the data cannot say where the truth sits. The density range uses only the populated cells, since ZIPs without residents are excluded from per-person rates. How ranges work

Range spans the U.S. rate   Stark County pharmacies — 77–174% of the U.S. rate

38 pharmacies are counted in Stark County — 0.8 per 10,000 people present (residents + daytime workers), 77% of the U.S. rate of 1.0.

On the comparable ZIP set (ZIPs with a published count in every year), the total has fallen 18% between 2015 and 2023 (39 → 32). That set is smaller than today's county total. 2020–2021 were pandemic-distorted, and Census rounds counts, so small moves are within noise.

Measured supply density is highest in 44703 (Canton), 44657 (Minerva), 44708 (Canton) — well above the national rate. On measured density alone, the lowest-density residential ZIPs with a published count are 44601 (Alliance), 44646 (Massillon), 44720 (North Canton).

Census County Business Patterns (2023) puts the county-wide count at 53 establishments, including locations in ZIP codes that do not map to a ZCTA — so it can run slightly above the sum of the ZIP rows on this page. It is annual, so it lags more than QCEW.

Measured density: Stark County sits at 77% of the U.S. rate for pharmacies. 24 ZIPs with population have no published count (each 0–2 businesses), so the true per-capita rate is between 77% and 174% of the U.S. rate. Why. The highest measured density is in 44703 and 44657; the lowest measured density is in 44601 and 44646.

This is a supply-side read: it counts existing pharmacies and the people present, not foot traffic, income, rent, or whether locals want more. Treat low density as a question to check, not an answer.

Pharmacies
38–96
published count; upper bound counts each withheld ZIP cell as 2 (29 cells) (2023)
Per 10,000 present
0.8
residents + daytime workers
U.S. average
1.0
per 10,000 present
County index
0.77×
vs. U.S.
Latest year (CBP)
53
2023 — $38M annual payroll
Residents
401,620
33 ZIPs with data
Workers
152,716
jobs located in county

Is the area growing?

Population
374,091
Census PEP, July 1 2024
Change since 2020
−0.1%
−461 people
Net migration 2024
+1,534
international +556, domestic +978
Jobs located here
157,848
LODES 2022, −2.9% since 2019

Stark County had an estimated 374,091 residents on July 1, 2024 — 0.1% fewer than in 2020 (−461). In the latest year it gained 1,039 people: births minus deaths −483, international migration +556, domestic migration +978. Components are published separately and may not sum exactly.

157,848 jobs were located in the county in 2022 (−2.9% since 2019), and 167,849 employed residents lived there (−2.0% since 2019). LODES counts wage and salary jobs covered by unemployment insurance plus federal jobs; it excludes the self-employed and military, and counts jobs rather than unique people. 2019→2022 spans the pandemic, so read it as one change, not a trend.

Population and migration say whether the customer base is growing. They do not say whether people want another business of this type. Definitions and limits →  ·  Full county detail →

ZIP gaining residents
2015–19 → 2020–24
Change

No ZIP had a statistically significant increase.

ZIP losing residents
2015–19 → 2020–24
Change
44601 Alliance
−5.6%

ACS 5-year estimates for 2015–2019 and 2020–2024. Only ZIPs with at least 2,000 residents in both windows and a change larger than the survey margin of error (90%) are listed — small ZIPs move a lot on paper without a real signal.

Nonemployer businesses (no paid employees)

Nonemployer businesses
6
no paid employees (2024)
Receipts
$208K
published gross receipts
Receipts per business
$35K
gross, not profit

Census Nonemployer Statistics counts businesses with no paid employees — a separate universe from the employer establishments counted above; a business is in one or the other, never both. They are not storefronts by definition: many are home-based, mobile, or part-time.

We show them beside the density index, not inside it. In categories such as nail and beauty salons, child care, and pet care, one-person businesses can outnumber employer establishments, so the employer-only count understates how many businesses exist. That is not evidence of higher demand.

Receipts are gross revenue reported for these businesses — not profit, and not the size of the local market. Census publishes this only at county level, so it is not shown on the ZIP map. See methodology.

Saturation map

Each ZIP area is shaded by its density of this business type per person present (residents + workers) vs. the U.S. average. Click any ZIP to zoom to its boundary, see its numbers, and switch to aerial imagery. Individual mapped shops appear as dots at street level — Show locations zooms you in to them (scroll or double-click to zoom).

Basemap:
Under 50% 50–100% 100–150% 150–250% 250%+ 0–2 (not published) / no data ZIP total (dot size) Mapped shop (OpenStreetMap, street level)

Map data © OpenStreetMap contributors, tiles by OpenFreeMap.

White dots are ZIP totals from the official Census count — the bigger the dot, the more pharmacies in that ZIP. They are aggregated, not individual shops. Turquoise dots are individual locations mapped in OpenStreetMap, shown only at street level; they are crowd-sourced and indicative, may be incomplete, and do not equal the official counts. Only the official ZIP totals feed the saturation index.

Market trend — down 18% since 2015

Number of pharmacies in Stark County across 2015–2023, on a consistent set of ZIP codes present in every year — so changes are real, not ZIP-boundary artifacts. 2015/2018 are pre-pandemic baselines; 2020/2021 are COVID-distorted.

39
2015
34
2018
33
2020
33
2021
33
2022
32
2023

Highest measured density

ZIP
vs. U.S. average
Index
44703 Canton
341%
44657 Minerva
257%
44708 Canton
201%
44721 Canton
188%
44718 Canton
186%
44647 Massillon
143%
44720 North Canton
128%
44646 Massillon
105%
44601 Alliance
75%

Lowest measured density

ZIP
vs. U.S. average
Index
44601 Alliance
75%
44646 Massillon
105%
44720 North Canton
128%
44647 Massillon
143%
44718 Canton
186%
44721 Canton
188%
44708 Canton
201%
44657 Minerva
257%
44703 Canton
341%
Low measured density is not evidence of opportunity. A ZIP with few pharmacies may simply lack foot traffic, retail space, or demand. We rank only residential and mixed ZIPs here; employment hubs and visitor destinations are listed separately below. ZIPs where Census did not publish a count (0–2 businesses) are not ranked: they may be the least served of all, but the data cannot tell 0 from 1 or 2. Verify those locally.

Employment hubs & destinations

These ZIPs have far more workers (or visitors) than residents, so their counts are driven by daytime and visitor demand — not a place to read "shortage" from resident numbers alone.

ZIPNeighborhoodType ResidentsWorkersPharmaciesIndex
44702Canton Employment hub 9633,139 0–2 —

Scroll the table sideways to see all columns.

All ZIP codes

Click a column header to sort. Index = pharmacies per 10,000 people present (residents + 0.5×workers) ÷ the U.S. average. 100% = exactly average.

ZIPNeighborhood ResidentsWorkersPharmacies Per 10kIndexStatus
44703Canton 8,070899 3 3.5 341% Very high density
44657Minerva 9,6203,387 3 2.7 257% Very high density
44708Canton 24,2859,229 6 2.1 201% High density
44721Canton 14,2722,319 3 1.9 188% High density
44718Canton 12,50816,594 4 1.9 186% High density
44647Massillon 18,1174,428 3 1.5 143% Above average
44720North Canton 39,85126,644 7 1.3 128% Above average
44646Massillon 47,74115,311 6 1.1 105% Above average
44601Alliance 32,69612,239 3 0.8 75% Below average
44608Beach City 2,692439 0–2 — — Not published
44613Brewster 1,985485 0–2 — — Not published
44614Canal Fulton 13,1902,680 0–2 — — Not published
44626East Sparta 2,658362 0–2 — — Not published
44630Greentown 063 0–2 — — Not published
44632Hartville 10,8154,199 0–2 — — Not published
44641Louisville 20,0314,694 0–2 — — Not published
44643Magnolia 3,896549 0–2 — — Not published
44648Massillon —520 0–2 — — Not published
44652Middlebranch 61554 0–2 — — Not published
44662Navarre 10,3451,647 0–2 — — Not published
44666North Lawrence 3,247277 0–2 — — Not published
44669Paris 1,753208 0–2 — — Not published
44670Robertsville 22918 0–2 — — Not published
44685Uniontown 28,7948,938 0–2 — — Not published
44688Waynesburg 2,808654 0–2 — — Not published
44689Wilmot 411240 0–2 — — Not published
44701Canton —97 0–2 — — Not published
44702Canton 9633,139 0–2 — — Not published
44704Canton 3,681824 0–2 — — Not published
44705Canton 16,8724,230 0–2 — — Not published
44706Canton 16,4969,898 0–2 — — Not published
44707Canton 9,0484,852 0–2 — — Not published
44709Canton 18,6143,913 0–2 — — Not published
44710Canton 9,0677,406 0–2 — — Not published
44711Canton —17 0–2 — — Not published
44714Canton 10,2101,115 0–2 — — Not published
44730East Canton 6,040845 0–2 — — Not published
44735Canton —193 0–2 — — Not published

Scroll the table sideways to see all columns.

Find an actual space in North Canton

The numbers above tell you how the market looks. To find a specific storefront, these marketplaces list available retail space for lease.

LoopNet
Largest commercial marketplace
Browse North Canton retail space →
Crexi
Free listings + market data
Browse North Canton retail space →
CityFeet
Retail space for lease
Browse North Canton retail space →

Open vacancy data (actual empty units) is only published by some cities; where it exists we show it directly. Listings above are third-party.

Census withholds some ZIP-by-industry cells to protect small businesses. 0–2 means the cell was not published (Census publishes industry counts only at 3+ per ZIP), so the ZIP is left unranked rather than counted as zero. ~ means the count is estimated from the broader industry group and can be off by a business or two.

Follow Stark County and pharmacies

When a data vintage changes or a section of this report is revised, we post it to a public update feed. No email address, no account, no tracking — and nothing is sent unless something actually changed.

Subscribe to updates (RSS) How these numbers are built →

Methodology & sources

Establishments. U.S. Census ZIP Code Business Patterns (ZBP 2023), NAICS 446110 — pharmacies & drug stores. Counts establishments with paid employees. ZBP is published annually with a ~2-year lag.

Fresh county signal. This industry has no clean QCEW series, so the freshest county signal is Census County Business Patterns 2023: 53 establishments and $38M in annual payroll county-wide. This count includes locations in ZIP codes that do not map to a ZCTA, so it can be slightly higher than the sum of the ZIP rows. CBP is annual and slower than QCEW. It cannot be broken down by ZIP.

Population. U.S. Census American Community Survey 2024 5-year ZCTA population (table B01003). Workers are the ZIP's total employment from the same 2023 ZBP file.

Demand ("people present"). Demand comes from residents and daytime workers: residents + 0.5 × workers. This is the single documented assumption in the model and can be tuned.

Index. index = (ZIP establishments ÷ ZIP demand × 10,000) ÷ the U.S. average for this industry (1.03 per 10,000 present). It is a supply-side density measure; it does not capture income, rent, tourism, or whether locals actually want more.

Read the full methodology →  ·  Data sources & vintages →

BizGapMap — free, no-login small-business saturation reports for major U.S. counties. Built entirely from public U.S. Census, BLS, and IRS data (ZBP 2023, ACS 2024 5-year, PEP 2024, LODES, QCEW, IRS SOI). No forecasts, no revenue guesses — withheld cells are marked, and the few derived counts are labelled as estimates.