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Lowest measured density of fast food in Maryland

Maryland has 21 ZIP codes where published counts of fast food are statistically below the U.S. rate. Coverage is the Maryland counties on this site, not the whole state. Same filters as the radius search. Census ZBP 2023 + ACS 2024.

Includes: Fast food · Quick-service restaurants · Takeout & delivery counters · Pizza delivery · Sandwich & burger chains. Counted together because official statistics use one 722513 code.

Statistically low ZIPs
21
Poisson p < 0.05
Comparable ZIPs
144
published count ≥ 5, ≥ 10,000 residents
U.S. rate
6.7
per 10,000 present

Coverage. Only the Maryland counties BizGapMap covers, not the whole state. A missing state page means no ZIP there cleared the test — we do not publish an empty list.

Lowest measured density is not evidence of opportunity. A low published count can mean weak demand, no suitable space, commuters spending elsewhere, or businesses with no paid employees that ZBP does not count. Each line is a question to check locally.

False positives. The test is one-sided at 5% with no correction for looking at many ZIPs. Of 144 comparable ZIPs here, about 7 could clear the bar by chance. Small ZIPs rarely reach significance, so “not on this list” does not mean “no gap”.

ZIP codes

ZIPCityCounty Fast foodExpected IndexBandZIP type ResidentsTest
20602 Waldorf Charles County 7 20.6 34% Far below average Residential 28,331 p < 0.001
20816 Bethesda Montgomery County 5 13.6 37% Far below average Residential 18,140 p < 0.01
20871 Clarksburg Montgomery County 8 21.7 37% Far below average Residential 30,182 p < 0.001
21144 Severn Anne Arundel County 10 26.2 38% Far below average Residential 37,118 p < 0.001
21085 Joppa Harford County 5 12.6 40% Far below average Residential 17,307 p ≈ 0.014
20903 Silver Spring Montgomery County 7 17.5 40% Far below average Residential 24,815 p < 0.01
21239 Baltimore Baltimore city 8 19.9 40% Far below average Residential 27,346 p < 0.01
20853 Rockville Montgomery County 9 22.3 40% Far below average Residential 31,851 p < 0.01
20815 Chevy Chase Montgomery County 11 26.0 42% Far below average Mixed 30,505 p < 0.001
20901 Silver Spring Montgomery County 11 25.7 43% Far below average Residential 36,435 p < 0.001
20721 Bowie Prince George's County 11 21.9 50% Below average Residential 31,032 p < 0.01
20774 Upper Marlboro Prince George's County 21 40.0 52% Below average Residential 51,816 p < 0.001
21114 Crofton Anne Arundel County 11 20.0 55% Below average Residential 25,590 p ≈ 0.021
21216 Baltimore Baltimore city 11 20.0 55% Below average Residential 29,426 p ≈ 0.021
20886 Montgomery Village Montgomery County 14 24.1 58% Below average Residential 34,718 p ≈ 0.019
21046 Columbia Howard County 14 23.5 60% Below average Employment hub 15,608 p ≈ 0.025
20817 Bethesda Montgomery County 21 34.5 61% Below average Mixed 37,454 p < 0.01
21060 Glen Burnie Anne Arundel County 18 29.1 62% Below average Residential 39,730 p ≈ 0.019
20723 Laurel Howard County 20 30.9 65% Below average Mixed 36,866 p ≈ 0.025
20854 Potomac Montgomery County 25 37.7 66% Below average Residential 50,498 p ≈ 0.019
20744 Fort Washington Prince George's County 26 38.0 68% Below average Residential 54,441 p ≈ 0.026

Scroll the table sideways to see all columns. Sorted by measured density, lowest first.

How this is built

Who can be listed. ZIPs in the covered counties whose county has at least 15 ZIPs in our data, with at least 10,000 residents, and at least 5 published businesses in this industry. Census hides counts of 0–2; derived remainders are excluded.

Statistically low. P(X ≤ n | expected) < 0.05, where expected is the U.S. establishments-per-person-present rate times this ZIP’s demand (residents + 0.5 × jobs located here). Same definition as the index, so the percentage and the test cannot disagree. Full test →

ZIP type is jobs per resident, not zoning. A residential ZIP can look low because residents shop near work.

Questions

What does “lowest measured density” mean for fast food? A ZIP is listed only when Census published at least 5 fast food with paid employees, the ZIP has at least 10,000 residents, and a one-sided Poisson test finds the count statistically below the U.S. rate (p < 0.05). Index 100% is the national density per person present.

Is a low-density ZIP a place to open this kind of business? No. A low published count of fast food can mean weak demand, no suitable space, residents shopping near work, or businesses with no paid employees that Census ZBP does not count. Each line is a question to check locally, not a recommendation.

Why is a state missing from this list? A state page exists only when at least one ZIP in the counties we cover clears the same test as the radius search. We do not publish an empty list. Coverage is those counties, not the whole state.

← All states for fast food  ·  Fast food in Maryland (county totals)  ·  Search by radius

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.