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Summit County, OH — Bars Saturation

How many bars 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. 40 ZIP codes analyzed.

Includes: Bars & taverns · Pubs & brewpubs (drinking-focused) · Cocktail & wine bars · Taprooms. Counted together because official statistics use one 722410 code.

Measured density: Range spans bands — 1.42× the U.S. rate (between 1.42× and 1.93× 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. 24 ZIP cells in this county are withheld, 16 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   Summit County bars — 142–193% of the U.S. rate

90 bars are counted in Summit County — 1.4 per 10,000 people present (residents + daytime workers), 142% 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 20% between 2015 and 2023 (92 → 74). 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 44319 (Akron), 44301 (Akron), 44303 (Akron) — well above the national rate. On measured density alone, the lowest-density residential ZIPs with a published count are 44224 (Stow), 44236 (Hudson), 44203 (Barberton).

Census County Business Patterns (2023) puts the county-wide count at 108 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: Summit County sits at 142% of the U.S. rate for bars. 16 ZIPs with population have no published count (each 0–2 businesses), so the true per-capita rate is between 142% and 193% of the U.S. rate. Why. The highest measured density is in 44319 and 44301; the lowest measured density is in 44224 and 44236.

This is a supply-side read: it counts existing bars 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.

Bars
90–138
published count; upper bound counts each withheld ZIP cell as 2 (24 cells) (2023)
Per 10,000 present
1.4
residents + daytime workers
U.S. average
1.0
per 10,000 present
County index
1.42×
vs. U.S.
Latest year (CBP)
108
2023 — $15M annual payroll
Residents
513,150
32 ZIPs with data
Workers
229,897
jobs located in county

Is the area growing?

Population
538,370
Census PEP, July 1 2024
Change since 2020
−0.3%
−1,465 people
Net migration 2024
+2,333
international +2,345, domestic −12
Jobs located here
265,792
LODES 2022, −3.4% since 2019

Summit County had an estimated 538,370 residents on July 1, 2024 — 0.3% fewer than in 2020 (−1,465). In the latest year it gained 1,351 people: births minus deaths −983, international migration +2,345, domestic migration −12. Components are published separately and may not sum exactly.

265,792 jobs were located in the county in 2022 (−3.4% since 2019), and 249,091 employed residents lived there (−2.7% 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
44087 Twinsburg
+6.4%
44056 Macedonia
+2.3%
ZIP losing residents
2015–19 → 2020–24
Change
44203 Barberton
−4.3%
44067 Northfield
−2.5%

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
63
no paid employees (2024)
Receipts
$2.6M
published gross receipts
Receipts per business
$41K
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 bars 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 20% since 2015

Number of bars in Summit 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.

92
2015
80
2018
81
2020
78
2021
80
2022
74
2023

Highest measured density

ZIP
vs. U.S. average
Index
44319 Akron
397%
44301 Akron
396%
44303 Akron
345%
44221 Cuyahoga Falls
302%
44305 Akron
291%
44310 Akron
291%
44306 Akron
282%
44311 Akron
276%
44314 Akron
254%
44313 Akron
203%
44312 Akron
198%
44223 Cuyahoga Falls
124%
44333 Akron
96%
44203 Barberton
88%
44236 Hudson
88%

Lowest measured density

ZIP
vs. U.S. average
Index
44224 Stow
86%
44236 Hudson
88%
44203 Barberton
88%
44333 Akron
96%
44223 Cuyahoga Falls
124%
44312 Akron
198%
44313 Akron
203%
44314 Akron
254%
44311 Akron
276%
44306 Akron
282%
44310 Akron
291%
44305 Akron
291%
44221 Cuyahoga Falls
302%
44303 Akron
345%
44301 Akron
396%
Low measured density is not evidence of opportunity. A ZIP with few bars 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 ResidentsWorkersBarsIndex
44308Akron Destination 1,03011,074 0–2 —

Scroll the table sideways to see all columns.

All ZIP codes

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

ZIPNeighborhood ResidentsWorkersBars Per 10kIndexStatus
44319Akron 21,5386,911 10 4.0 397% Very high density
44301Akron 13,6682,735 6 4.0 396% Very high density
44303Akron 7,3232,604 3 3.5 345% Very high density
44221Cuyahoga Falls 28,5468,612 10 3.0 302% Very high density
44305Akron 21,1035,506 7 2.9 291% Very high density
44310Akron 25,49610,356 9 2.9 291% Very high density
44306Akron 20,9057,339 7 2.8 282% Very high density
44311Akron 7,5476,422 3 2.8 276% Very high density
44314Akron 17,8853,301 5 2.6 254% Very high density
44313Akron 26,6315,213 6 2.1 203% High density
44312Akron 30,2809,670 7 2.0 198% High density
44223Cuyahoga Falls 18,45911,126 3 1.2 124% Above average
44333Akron 19,62022,554 3 1.0 96% Below average
44203Barberton 38,70112,331 4 0.9 88% Below average
44236Hudson 25,94115,525 3 0.9 88% Below average
44224Stow 39,20014,322 4 0.9 86% Below average
44056Macedonia 12,1527,054 0–2 — — Not published
44067Northfield 19,9434,034 0–2 — — Not published
44087Twinsburg 22,18520,370 0–2 — — Not published
44210Bath —477 0–2 — — Not published
44216Clinton 9,465709 0–2 — — Not published
44222Cuyahoga Falls —138 0–2 — — Not published
44232Green 089 0–2 — — Not published
44237Hudson —1,203 0–2 — — Not published
44250Lakemore 1,745116 0–2 — — Not published
44262Munroe Falls 5,0001,119 0–2 — — Not published
44264Peninsula 3,4621,428 0–2 — — Not published
44278Tallmadge 18,4246,825 0–2 — — Not published
44286Richfield 6,2958,121 0–2 — — Not published
44302Akron 5,474670 0–2 — — Not published
44304Akron 4,0005,534 0–2 — — Not published
44307Akron 6,6536,322 0–2 — — Not published
44308Akron 1,03011,074 0–2 — — Not published
44309Akron —1,281 0–2 — — Not published
44316Akron —3,002 0–2 — — Not published
44317Akron —562 0–2 — — Not published
44320Akron 17,6906,626 0–2 — — Not published
44321Akron 15,8785,097 0–2 — — Not published
44325Akron 911271 0–2 — — Not published
44334Fairlawn —24 0–2 — — Not published

Scroll the table sideways to see all columns.

Find an actual space in Akron

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 Akron retail space →
Crexi
Free listings + market data
Browse Akron retail space →
CityFeet
Retail space for lease
Browse Akron 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 Summit County and bars

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 722410 — drinking places (alcoholic beverages). 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: 108 establishments and $15M 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 (1.01 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.