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Calcasieu Parish, LA — Fast food Saturation

How many fast food 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. 21 ZIP codes analyzed.

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

Measured density: Range spans bands — 0.97× the U.S. rate (between 0.97× and 1.03× 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. 11 ZIP cells in this county are withheld, 5 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

In line with the U.S. rate   Calcasieu Parish fast food — 97–103% of the U.S. rate

164 fast food are counted in Calcasieu Parish — 6.5 per 10,000 people present (residents + daytime workers), 97% of the U.S. rate of 6.7.

On the comparable ZIP set (ZIPs with a published count in every year), the total has risen 9% between 2015 and 2023 (146 → 159). 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 70601 (Lake Charles), 70605 (Lake Charles), 70633 (Dequincy) — well above the national rate. On measured density alone, the lowest-density residential ZIPs with a published count are 70607 (Lake Charles), 70665 (Sulphur), 70647 (Iowa).

BLS QCEW puts the latest county-wide count (2026 Q1) at 209 establishments, the freshest available signal.

Measured density: Calcasieu Parish sits at 97% of the U.S. rate for fast food. 5 ZIPs with population have no published count (each 0–2 businesses), so the true per-capita rate is between 97% and 103% of the U.S. rate. Why. The highest measured density is in 70601 and 70605; the lowest measured density is in 70607 and 70665.

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

Fast food
164–186
published count; upper bound counts each withheld ZIP cell as 2 (11 cells) (2023)
Per 10,000 present
6.5
residents + daytime workers
U.S. average
6.7
per 10,000 present
County index
0.97×
vs. U.S.
Latest quarter (QCEW)
209
2026 Q1 — county total
Residents
216,075
15 ZIPs with data
Workers
72,999
jobs located in county

Is the area growing?

Population
206,861
Census PEP, July 1 2024
Change since 2020
−4.4%
−9,632 people
Net migration 2024
+2,031
international +876, domestic +1,155
Jobs located here
82,730
LODES 2022, −14.3% since 2019

Calcasieu Parish had an estimated 206,861 residents on July 1, 2024 — 4.4% fewer than in 2020 (−9,632). In the latest year it gained 2,387 people: births minus deaths +365, international migration +876, domestic migration +1,155. Components are published separately and may not sum exactly.

82,730 jobs were located in the county in 2022 (−14.3% since 2019), and 76,065 employed residents lived there (−10.7% 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
70647 Iowa
+40.0%
ZIP losing residents
2015–19 → 2020–24
Change

No ZIP had a statistically significant decrease.

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
38
no paid employees (2024)
Receipts
$1.7M
published gross receipts
Receipts per business
$44K
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 fast food 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 — up 9% since 2015

Number of fast food in Calcasieu Parish 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.

146
2015
167
2018
171
2020
156
2021
145
2022
159
2023

Highest measured density

ZIP
vs. U.S. average
Index
70601 Lake Charles
152%
70605 Lake Charles
138%
70633 Dequincy
132%
70663 Sulphur
129%
70668 Vinton
88%
70669 Westlake
87%
70611 Lake Charles
84%
70647 Iowa
79%
70665 Sulphur
47%
70607 Lake Charles
25%

Lowest measured density

ZIP
vs. U.S. average
Index
70607 Lake Charles
25%
70665 Sulphur
47%
70647 Iowa
79%
70611 Lake Charles
84%
70669 Westlake
87%
70668 Vinton
88%
70663 Sulphur
129%
70633 Dequincy
132%
70605 Lake Charles
138%
70601 Lake Charles
152%
Low measured density is not evidence of opportunity. A ZIP with few fast food 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.

All ZIP codes

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

ZIPNeighborhood ResidentsWorkersFast food Per 10kIndexStatus
70601Lake Charles 30,87222,786 43 10.2 152% High density
70605Lake Charles 40,48212,377 43 9.2 138% Above average
70633Dequincy 8,4861,154 8 8.8 132% Above average
70663Sulphur 27,7999,633 28 8.6 129% Above average
70668Vinton 6,1691,332 4 5.9 88% Below average
70669Westlake 9,5528,559 8 5.8 87% Below average
70611Lake Charles 22,1242,144 13 5.6 84% Below average
70647Iowa 12,7361,176 7 5.3 79% Below average
70665Sulphur 13,2225,256 5 3.2 47% Far below average
70607Lake Charles 27,0805,146 5 1.7 25% Far below average
70602Lake Charles —2,058 0–2 — — Not published
70606Lake Charles —249 0–2 — — Not published
70609Lake Charles 35728 0–2 — — Not published
70612Lake Charles —121 0–2 — — Not published
70615Lake Charles 12,9803,135 0–2 — — Not published
70616Lake Charles —108 0–2 — — Not published
70629Lake Charles 0260 0–2 — — Not published
70630Bell City 1,478209 0–2 — — Not published
70646Hayes 87714 0–2 — — Not published
70661Starks 1,86150 0–2 — — Not published
70664Sulphur —307 0–2 — — Not published

Scroll the table sideways to see all columns.

Find an actual space in Lake Charles

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 Lake Charles retail space →
Crexi
Free listings + market data
Browse Lake Charles retail space →
CityFeet
Retail space for lease
Browse Lake Charles 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 Calcasieu Parish and fast food

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 722513 — limited-service restaurants. Counts establishments with paid employees. ZBP is published annually with a ~2-year lag.

Fresh county signal. BLS QCEW (quarterly) is newer than ZBP — 2026 Q1 shows 209 establishments county-wide for this industry. 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 (6.67 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.