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St. Louis County, MN — Physical therapy Saturation

How many physical therapy 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. 45 ZIP codes analyzed.

Includes: Physical therapy clinics · Occupational therapy offices · Speech therapy offices · Audiology offices. Counted together because official statistics use one 621340 code.

Not enough published data to rank this market: 44 of 45 ZIP cells are withheld (each 0–2 businesses). The county total is somewhere between 4 and 92.

Why a range: Census does not publish a ZIP-by-industry count when that ZIP has 0–2 businesses. 44 ZIP cells in this county are withheld, 42 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   St. Louis County physical therapy — 13–285% of the U.S. rate

4 physical therapy are counted in St. Louis County — 0.2 per 10,000 people present (residents + daytime workers), 13% of the U.S. rate of 1.3.

Measured supply density is highest in 55811 (Duluth) — well above the national rate. On measured density alone, the lowest-density residential ZIPs with a published count are 55811 (Duluth).

Census County Business Patterns (2023) puts the county-wide count at 12 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: St. Louis County sits at 13% of the U.S. rate for physical therapy. 42 ZIPs with population have no published count (each 0–2 businesses), so the true per-capita rate is between 13% and 285% of the U.S. rate. Why. The highest measured density is in 55811; the lowest measured density is in 55811.

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

Physical therapy
4–92
published count; upper bound counts each withheld ZIP cell as 2 (44 cells) (2023)
Per 10,000 present
0.2
residents + daytime workers
U.S. average
1.3
per 10,000 present
County index
0.13×
vs. U.S.
Latest year (CBP)
12
2023 — $6M annual payroll
Residents
198,429
43 ZIPs with data
Workers
83,349
jobs located in county

Is the area growing?

Population
200,794
Census PEP, July 1 2024
Change since 2020
+0.4%
+711 people
Net migration 2024
+672
international +246, domestic +426
Jobs located here
99,130
LODES 2022, −6.6% since 2019

St. Louis County had an estimated 200,794 residents on July 1, 2024 — 0.4% more than in 2020 (+711). In the latest year it gained 176 people: births minus deaths −496, international migration +246, domestic migration +426. Components are published separately and may not sum exactly.

99,130 jobs were located in the county in 2022 (−6.6% since 2019), and 85,669 employed residents lived there (−5.6% 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
55741 Gilbert
−19.1%
55731 Ely
−9.1%
55719 Chisholm
−5.2%

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
36
no paid employees (2024)
Receipts
$865K
published gross receipts
Receipts per business
$24K
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 physical therapy 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

Number of physical therapy in St. Louis 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.

0
2015
0
2018
0
2020
0
2021
0
2022
0
2023

Highest measured density

ZIP
vs. U.S. average
Index
55811 Duluth
83%

Lowest measured density

ZIP
vs. U.S. average
Index
55811 Duluth
83%
Low measured density is not evidence of opportunity. A ZIP with few physical therapy 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 ResidentsWorkersPhysical therapyIndex
55802Duluth Employment hub 2,39913,276 0–2 —

Scroll the table sideways to see all columns.

All ZIP codes

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

ZIPNeighborhood ResidentsWorkersPhysical therapy Per 10kIndexStatus
55811Duluth 28,11818,759 4 1.1 83% Below average
55602Brimson 34619 0–2 — — Not published
55702Alborn 41224 0–2 — — Not published
55703Angora 906122 0–2 — — Not published
55705Aurora 3,211338 0–2 — — Not published
55706Babbitt 1,703545 0–2 — — Not published
55708Biwabik 929393 0–2 — — Not published
55710Britt 1,36244 0–2 — — Not published
55711Brookston 540149 0–2 — — Not published
55713Buhl 1,048300 0–2 — — Not published
55717Canyon 28716 0–2 — — Not published
55719Chisholm 5,613883 0–2 — — Not published
55723Cook 1,927636 0–2 — — Not published
55724Cotton 70768 0–2 — — Not published
55725Crane Lake 8959 0–2 — — Not published
55731Ely 5,3611,449 0–2 — — Not published
55732Embarrass 1,45332 0–2 — — Not published
55734Eveleth 6,2651,600 0–2 — — Not published
55736Floodwood 1,344226 0–2 — — Not published
55738Forbes 59911 0–2 — — Not published
55741Gilbert 2,947375 0–2 — — Not published
55746Hibbing 16,7307,576 0–2 — — Not published
55750Hoyt Lakes 2,068205 0–2 — — Not published
55751Iron 1,38857 0–2 — — Not published
55763Makinen 49520 0–2 — — Not published
55765Meadowlands 80365 0–2 — — Not published
55768Mountain Iron 2,9642,452 0–2 — — Not published
55771Orr 1,484138 0–2 — — Not published
55779Saginaw 3,905302 0–2 — — Not published
55781Side Lake 82137 0–2 — — Not published
55782Soudan 4201 0–2 — — Not published
55790Tower 1,847621 0–2 — — Not published
55792Virginia 9,6635,698 0–2 — — Not published
55796Winton 1353 0–2 — — Not published
55801Duluth —177 0–2 — — Not published
55802Duluth 2,39913,276 0–2 — — Not published
55803Duluth 17,6622,768 0–2 — — Not published
55804Duluth 15,9221,760 0–2 — — Not published
55805Duluth 10,60210,385 0–2 — — Not published
55806Duluth 9,3562,898 0–2 — — Not published
55807Duluth 9,7635,055 0–2 — — Not published
55808Duluth 5,691539 0–2 — — Not published
55810Duluth 8,2851,326 0–2 — — Not published
55812Duluth 10,8592,119 0–2 — — Not published
55816Duluth —48 0–2 — — Not published

Scroll the table sideways to see all columns.

Find an actual space in Duluth

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 Duluth retail space →
Crexi
Free listings + market data
Browse Duluth retail space →
CityFeet
Retail space for lease
Browse Duluth 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 St. Louis County and physical therapy

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 621340 — offices of physical, occupational and speech therapists, and audiologists. 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: 12 establishments and $6M 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 (1.29 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.