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Coffee shops & beverage bars — Market Saturation by City

How many coffee shops exist per person present (residents + daytime workers) in each of 500 major U.S. counties, by ZIP code. Index = local density ÷ U.S. density (100% = U.S. average). Data: Census ZBP 2023 + ACS 2024 + BLS QCEW.

Includes: Coffee shops · Espresso bars · Boba / bubble tea shops · Juice & smoothie bars · Ice cream & frozen yogurt shops. Counted together because official statistics use one 722515 code.

Markets covered

500

U.S. counties

Coffee shops analyzed

65,902

NAICS 722515 (2023)

U.S. average

2.1

per 10,000 present

Data vintage

2023

ZIP-level (annual, ~2yr lag)

All markets

City	County	Coffee shops	Residents	Workers	Per 10k	Index	Verdict
North Kingstown, RI	Washington County	80–102	130,240	45,855	5.2	248–304%	Range spans bands
New York, NY	New York County	1,394–1,522	1,619,224	2,072,276	5.2	247–250%	Range spans bands
San Francisco, CA	San Francisco County	556–580	830,479	727,248	4.7	221–222%	High density
Hyannis, MA	Barnstable County	128–196	233,772	76,047	4.6	219–313%	Range spans bands
Bend, OR	Deschutes County	110–114	204,553	77,895	4.5	215%	High density
Mount Vernon, WA	Skagit County	67–77	133,126	44,390	4.3	205–236%	High density
Coeur D Alene, ID	Kootenai County	92–108	184,878	64,355	4.2	202–228%	High density
Portland, OR	Multnomah County	424–464	794,233	443,368	4.2	198–201%	High density
Kahului, HI	Maui County	77–99	164,522	61,855	3.9	187–221%	High density
San Luis Obispo, CA	San Luis Obispo County	125–163	271,285	97,546	3.9	186–212%	High density
New Orleans, LA	Orleans Parish	171–209	371,853	170,149	3.7	178–186%	High density
Wilmington, NC	New Hanover County	110–120	237,060	118,886	3.7	176–180%	High density
Silverdale, WA	Kitsap County	114–140	277,633	62,999	3.7	175–200%	High density
Asheville, NC	Buncombe County	122–146	269,596	125,376	3.7	175–186%	High density
Freehold, NJ	Monmouth County	288–332	661,305	260,563	3.6	173–192%	High density
Portland, ME	Cumberland County	145–209	309,271	184,637	3.6	172–224%	High density
Warwick, RI	Kent County	73–77	171,316	68,991	3.5	169–173%	High density
Irvine, CA	Orange County	1,382–1,498	3,175,270	1,572,620	3.5	166–169%	High density
Kennewick, WA	Benton County	87–93	211,971	76,558	3.5	165–177%	High density
Anchorage, AK	Anchorage Municipality	125–155	290,303	141,024	3.5	165–181%	High density
Brooklyn, NY	Kings County	1,040–1,054	2,631,396	741,324	3.5	165%	High density
Brockton, MA	Plymouth County	213–257	530,039	179,501	3.4	163–177%	High density
Medford, OR	Jackson County	89–105	221,132	79,899	3.4	162–191%	High density
Spokane, WA	Spokane County	223–277	558,369	211,785	3.4	160–185%	High density
Redmond, WA	King County	992–1,082	2,298,524	1,295,866	3.4	160–164%	High density
Garden City, NY	Nassau County	567–617	1,401,387	598,752	3.3	159–167%	High density
Paramus, NJ	Bergen County	391–431	962,316	439,299	3.3	157–170%	High density
Billings, MT	Yellowstone County	67–93	169,496	73,535	3.2	154–196%	High density
Portsmouth, NH	Rockingham County	128–184	319,082	150,068	3.2	154–205%	High density
Santa Cruz, CA	Santa Cruz County	101–129	272,278	80,401	3.2	154–181%	High density
Biddeford, ME	York County	79–135	216,731	56,342	3.2	153–247%	High density
Providence, RI	Providence County	257–301	664,984	269,140	3.2	153–174%	High density
Northampton, MA	Hampshire County	59–101	161,056	46,046	3.2	152–245%	High density
Yakima, WA	Yakima County	94–120	257,983	70,831	3.2	152–188%	High density
Eugene, OR	Lane County	143–189	383,964	128,323	3.2	152–196%	High density
Taunton, MA	Bristol County	217–257	582,221	200,378	3.2	151–168%	High density
Frisco, TX	Denton County	365–387	978,658	345,999	3.2	151–156%	High density
Canton, MA	Norfolk County	281–303	720,686	332,697	3.2	151–157%	High density
Everett, WA	Snohomish County	309–331	841,433	277,304	3.2	150–153%	Range spans bands
El Segundo, CA	Los Angeles County	3,699–4,013	9,801,306	3,924,098	3.1	150–152%	Range spans bands
Chico, CA	Butte County	74–102	207,286	61,889	3.1	148–192%	Range spans bands
Bellingham, WA	Whatcom County	83–107	228,467	80,332	3.1	147–179%	Range spans bands
Lacey, WA	Thurston County	104–120	296,357	85,525	3.1	146–154%	Range spans bands
Honolulu, HI	Honolulu County	357–415	1,000,573	327,883	3.1	146–155%	Range spans bands
Long Island City, NY	Queens County	793–833	2,320,056	589,818	3.0	144–149%	Above average
Santa Clara, CA	Santa Clara County	762–844	1,935,981	1,162,159	3.0	144–147%	Above average
Melville, NY	Suffolk County	527–631	1,444,016	549,149	3.0	144–171%	Range spans bands
Dover, NH	Strafford County	45–63	130,989	39,158	3.0	142–186%	Range spans bands
Roseville, CA	Placer County	151–183	422,233	166,507	3.0	142–172%	Range spans bands
Stamford, CT	Western Connecticut Planning Region	228–276	627,079	283,277	3.0	141–153%	Range spans bands
San Rafael, CA	Marin County	92–142	257,061	106,330	3.0	141–190%	Range spans bands
Boston, MA	Suffolk County	338–370	780,506	719,212	3.0	141–146%	Above average
Denver, CO	Denver County	280–306	695,356	500,203	3.0	141–143%	Above average
Fremont, CA	Alameda County	600–636	1,655,008	750,285	3.0	141–145%	Above average
Fort Collins, CO	Larimer County	125–151	356,150	134,051	3.0	140–158%	Range spans bands
Menlo Park, CA	San Mateo County	283–313	713,109	457,352	2.9	139–148%	Above average
Boulder, CO	Boulder County	121–147	324,834	160,379	2.9	139–155%	Range spans bands
Midland, TX	Midland County	62–72	168,494	91,917	2.9	137%	Above average
Covington, LA	St. Tammany Parish	91–115	272,225	85,613	2.9	137–162%	Range spans bands
Jersey City, NJ	Hudson County	240–250	718,323	250,911	2.8	135–136%	Above average
Waltham, MA	Middlesex County	606–678	1,653,842	958,530	2.8	135–144%	Above average
Meridian, ID	Ada County	179–199	522,161	234,412	2.8	133–135%	Above average
San Diego, CA	San Diego County	1,111–1,289	3,282,423	1,385,217	2.8	133–141%	Above average
Albany, OR	Linn County	44–60	139,146	37,823	2.8	132–181%	Range spans bands
Santa Rosa, CA	Sonoma County	158–212	485,213	174,040	2.8	131–161%	Range spans bands
Goleta, CA	Santa Barbara County	144–188	443,781	158,550	2.8	131–147%	Above average
Atlantic City, NJ	Atlantic County	90–124	273,874	107,989	2.7	131–168%	Range spans bands
Napa, CA	Napa County	46–60	135,313	65,776	2.7	130–158%	Range spans bands
Amarillo, TX	Randall County	45–53	144,098	41,104	2.7	130–147%	Above average
White Plains, NY	Westchester County	322–394	997,782	391,628	2.7	128–153%	Range spans bands
Folsom, CA	Sacramento County	497–547	1,596,140	531,159	2.7	127–134%	Above average
El Dorado Hills, CA	El Dorado County	58–100	192,693	49,889	2.7	127–201%	Range spans bands
East Syracuse, NY	Onondaga County	158–218	473,091	218,807	2.7	127–164%	Range spans bands
Newburgh, NY	Orange County	125–199	406,298	127,315	2.7	126–187%	Range spans bands
Washington, DC	District of Columbia	252–424	681,033	536,896	2.7	126–135%	Above average
Hillsboro, OR	Washington County	203–227	617,052	301,658	2.6	126–136%	Above average
Stratford, CT	Greater Bridgeport Planning Region	101–117	329,194	106,382	2.6	126–136%	Above average
Andover, MA	Essex County	252–304	812,999	284,682	2.6	125–143%	Above average
Leland, NC	Brunswick County	44–54	151,179	32,781	2.6	125–148%	Above average
Albuquerque, NM	Bernalillo County	211–259	670,037	273,695	2.6	124–131%	Above average
Coralville, IA	Johnson County	49–65	153,959	67,063	2.6	124–155%	Range spans bands
League City, TX	Galveston County	112–138	379,923	101,205	2.6	124–141%	Above average
Ventura, CA	Ventura County	255–295	841,297	285,173	2.6	123–128%	Above average
Clackamas, OR	Clackamas County	128–150	416,428	157,792	2.6	123–138%	Above average
New Haven, CT	South Central Connecticut Planning Region	181–201	570,734	263,302	2.6	123–132%	Above average
Mentor, OH	Lake County	71–79	231,954	88,250	2.6	122–129%	Above average
Albany, NY	Albany County	98–166	295,619	175,518	2.6	122–176%	Range spans bands
Austin, TX	Travis County	426–494	1,302,098	733,329	2.6	121–128%	Above average
New Braunfels, TX	Comal County	63–69	215,245	64,040	2.5	121–129%	Above average
Manchester, NH	Hillsborough	131–171	426,425	184,159	2.5	120–151%	Range spans bands
Staten Island, NY	Richmond County	139–141	494,956	115,038	2.5	120%	Above average
Santa Fe, NM	Santa Fe County	45–71	155,624	47,935	2.5	119–162%	Range spans bands
Nashville, TN	Davidson County	240–278	727,851	461,146	2.5	119–124%	Above average
Farmington, CT	Capitol Planning Region	300–420	977,746	442,961	2.5	119–145%	Above average
Parsippany, NJ	Morris County	159–215	492,888	294,077	2.5	118–152%	Range spans bands
Tacoma, WA	Pierce County	263–337	921,490	277,851	2.5	118–141%	Above average
Brentwood, TN	Williamson County	81–97	248,976	158,539	2.5	117–132%	Above average
Monterey, CA	Monterey County	119–161	426,948	115,284	2.5	117–150%	Range spans bands
Kingston, NY	Ulster County	50–148	181,957	44,188	2.5	117–331%	Range spans bands
Cedar Park, TX	Williamson County	197–223	691,052	187,105	2.4	116–125%	Above average
Pearland, TX	Brazoria County	112–132	410,979	98,139	2.4	116–126%	Above average
Tyler, TX	Smith County	72–104	247,103	98,064	2.4	116–154%	Range spans bands
Oswego, IL	Kendall County	33–41	121,968	28,643	2.4	115–143%	Above average
Lubbock, TX	Lubbock County	90–128	311,047	122,184	2.4	115–141%	Above average
Duluth, GA	Gwinnett County	259–279	905,470	352,263	2.4	114–115%	Above average
Davenport, IA	Scott County	52–82	174,858	85,838	2.4	114–166%	Range spans bands
Lakewood, NJ	Ocean County	176–204	653,364	171,260	2.4	113–129%	Above average
Daphne, AL	Baldwin County	67–105	246,411	69,864	2.4	113–161%	Range spans bands
Concord, CA	Contra Costa County	316–358	1,159,422	342,009	2.4	113–122%	Above average
Sugar Land, TX	Fort Bend County	230–256	855,396	228,133	2.4	113–123%	Above average
Bensalem, PA	Bucks County	180–268	634,655	249,175	2.4	113–148%	Above average
Fort Worth, TX	Tarrant County	590–656	2,091,100	824,477	2.4	112–117%	Above average
Woodway, TX	McLennan County	77–115	270,919	111,818	2.4	112–156%	Range spans bands
Flagstaff, AZ	Coconino County	38–76	138,603	47,833	2.3	111–211%	Range spans bands
Vestal, NY	Broome County	55–87	201,184	68,480	2.3	111–164%	Range spans bands
Hickory, NC	Catawba County	50–60	172,263	85,017	2.3	111–128%	Above average
Stuart, FL	Martin County	45–59	160,167	68,029	2.3	110–120%	Above average
Plano, TX	Collin County	306–322	1,115,497	422,851	2.3	110–113%	Above average
Columbus, OH	Delaware County	63–71	227,622	93,324	2.3	109–123%	Above average
Saint George, UT	Washington County	53–87	196,501	69,154	2.3	109–171%	Range spans bands
Atlanta, GA	Fulton County	392–456	1,201,203	984,920	2.3	109–113%	Above average
Philadelphia, PA	Philadelphia County	441–473	1,580,199	690,182	2.3	109–113%	Above average
Springdale, AR	Washington County	73–105	269,901	98,624	2.3	109–133%	Above average
Sioux Falls, SD	Minnehaha County	62–92	209,802	123,578	2.3	109–147%	Above average
Princeton, NJ	Mercer County	114–142	395,671	210,496	2.3	108–122%	Above average
Hilo, HI	Hawaii County	53–109	205,769	54,300	2.3	108–206%	Range spans bands
Vancouver, WA	Clark County	135–155	515,787	158,571	2.3	108–119%	Above average
Union, NJ	Union County	159–181	602,051	207,358	2.3	107–117%	Above average
Rochester, MN	Olmsted County	48–62	161,039	105,002	2.2	107–129%	Above average
Lone Tree, CO	Douglas County	96–110	373,996	106,688	2.2	107–120%	Above average
Weatherford, TX	Parker County	37–49	147,840	33,831	2.2	107–130%	Above average
Spring Valley, NY	Rockland County	91–117	341,883	127,769	2.2	107–132%	Above average
College Station, TX	Brazos County	63–83	241,659	78,858	2.2	107–120%	Above average
Broomfield, CO	Jefferson County	166–196	625,185	241,043	2.2	106–116%	Above average
Poughkeepsie, NY	Dutchess County	77–131	300,448	91,489	2.2	106–172%	Range spans bands
Myrtle Beach, SC	Horry County	102–126	395,678	127,407	2.2	106–120%	Above average
Reno, NV	Washoe County	134–182	499,640	209,486	2.2	105–123%	Above average
Colorado Springs, CO	El Paso County	194–260	745,410	260,520	2.2	105–129%	Above average
Lincoln, NE	Lancaster County	89–151	325,418	153,480	2.2	105–164%	Range spans bands
Lafayette, LA	Lafayette Parish	70–90	249,293	134,258	2.2	105–114%	Above average
Concord, NH	Merrimack County	40–86	151,026	60,154	2.2	105–221%	Range spans bands
Stroudsburg, PA	Monroe County	42–88	166,936	46,499	2.2	105–205%	Range spans bands
Englewood, CO	Arapahoe County	191–215	690,454	359,140	2.2	104–109%	Above average
Lewes, DE	Sussex County	68–98	267,041	85,779	2.2	104–147%	Above average
Ontario, CA	San Bernardino County	556–694	2,195,107	711,262	2.2	104–121%	Above average
Flowood, MS	Rankin County	41–59	157,579	61,852	2.2	103–124%	Above average
Riverside, CA	Riverside County	615–703	2,482,806	674,999	2.2	103–110%	Above average
Salt Lake City, UT	Salt Lake County	326–386	1,199,921	634,804	2.1	102–107%	Above average
Olive Branch, MS	DeSoto County	47–53	187,694	63,199	2.1	102–115%	Above average
Downers Grove, IL	DuPage County	270–296	961,096	599,180	2.1	102–107%	Above average
Metairie, LA	Jefferson Parish	111–145	430,920	175,436	2.1	102–107%	Above average
Mount Pleasant, SC	Charleston County	108–156	400,685	208,214	2.1	102–126%	Above average
Tempe, AZ	Maricopa County	1,192–1,364	4,583,743	1,999,220	2.1	102–107%	Above average
Fargo, ND	Cass County	53–101	193,372	109,907	2.1	101–170%	Range spans bands
Las Vegas, NV	Clark County	598–710	2,323,950	965,188	2.1	101–109%	Above average
Burlington, VT	Chittenden County	50–86	172,179	87,804	2.1	101–154%	Range spans bands
Concord, NC	Cabarrus County	58–66	236,047	74,847	2.1	101–108%	Above average
Eureka, CA	Humboldt County	32–92	134,385	33,944	2.1	101–276%	Range spans bands
San Marcos, TX	Hays County	69–73	286,831	81,054	2.1	100–103%	Above average
Saint Augustine, FL	St. Johns County	74–86	311,914	80,233	2.1	100–108%	Range spans bands
Virginia Beach, VA	Virginia Beach city	113–131	456,349	163,508	2.1	100–107%	Range spans bands
Springfield, MO	Greene County	81–111	302,944	165,857	2.1	100–127%	Range spans bands
Fort Lauderdale, FL	Broward County	499–565	1,977,129	774,635	2.1	100–102%	Range spans bands
Destin, FL	Okaloosa County	53–75	219,979	65,772	2.1	100–130%	Range spans bands
Perrysburg, OH	Wood County	34–80	131,213	62,175	2.1	100–223%	Range spans bands
Arlington, VA	Arlington County	66–78	236,745	156,754	2.1	100–106%	Range spans bands
Jacksonville, NC	Onslow County	47–59	204,246	41,476	2.1	99–116%	Range spans bands
Pittsburgh, PA	Allegheny County	330–468	1,213,050	682,711	2.1	99–133%	Range spans bands
Lafayette, IN	Tippecanoe County	47–71	189,059	73,390	2.1	99–133%	Range spans bands
Clarksville, TN	Montgomery County	51–63	219,798	51,454	2.1	99–114%	Range spans bands
Boca Raton, FL	Palm Beach County	381–451	1,539,829	591,843	2.1	99–106%	Range spans bands
Savannah, GA	Chatham County	79–109	305,309	152,075	2.1	99–118%	Range spans bands
Salem, OR	Marion County	85–123	353,291	116,423	2.1	98–133%	Range spans bands
Dallas, TX	Dallas County	742–880	2,736,443	1,654,497	2.1	98–103%	Range spans bands
Orlando, FL	Orange County	397–475	1,506,022	844,340	2.1	98–104%	Range spans bands
Groton, CT	Southeastern Connecticut Planning Region	68–114	281,250	99,940	2.1	98–155%	Range spans bands
Tulsa, OK	Tulsa County	184–248	733,026	330,920	2.0	97–113%	Range spans bands
Charlotte, NC	Mecklenburg County	312–402	1,173,019	704,489	2.0	97–100%	Range spans bands
Westborough, MA	Worcester County	208–330	865,923	309,231	2.0	97–142%	Range spans bands
Saint Petersburg, FL	Pinellas County	238–304	963,481	418,050	2.0	97–107%	Range spans bands
Saratoga Springs, NY	Saratoga County	55–87	232,531	77,891	2.0	96–152%	Range spans bands
King Of Prussia, PA	Montgomery County	230–316	863,513	543,597	2.0	96–121%	Range spans bands
Modesto, CA	Stanislaus County	128–158	559,023	148,684	2.0	96–114%	Range spans bands
Cumming, GA	Forsyth County	45	198,629	48,627	2.0	96%	Below average
Abilene, TX	Taylor County	37–63	154,753	57,557	2.0	96–142%	Range spans bands
Oklahoma City, OK	Oklahoma County	215–305	859,845	417,131	2.0	96–118%	Range spans bands
Gulfport, MS	Harrison County	52–66	221,505	73,967	2.0	96–103%	Range spans bands
West Sacramento, CA	Yolo County	52–80	222,458	74,293	2.0	95–139%	Range spans bands
Leawood, KS	Johnson County	160–206	624,331	349,870	2.0	95–111%	Range spans bands
Mount Juliet, TN	Wilson County	36–46	152,210	55,550	2.0	95–106%	Range spans bands
Visalia, CA	Tulare County	105–157	473,757	104,822	2.0	95–133%	Range spans bands
Bloomington, IN	Monroe County	33–49	139,244	52,277	2.0	95–129%	Range spans bands
Columbia, MO	Boone County	46–66	189,673	82,732	2.0	95–123%	Range spans bands
Saint Louis, MO	St. Louis city	74–106	279,896	184,510	2.0	95–115%	Range spans bands
Morrisville, NC	Wake County	305–353	1,254,117	563,740	2.0	94–98%	Below average
Prescott, AZ	Yavapai County	56–108	247,198	71,401	2.0	94–161%	Range spans bands
Greenwood, IN	Johnson County	40–52	170,596	63,290	2.0	94–122%	Range spans bands
Norman, OK	Cleveland County	62–80	279,422	68,514	2.0	94–112%	Range spans bands
Baton Rouge, LA	East Baton Rouge Parish	113–157	451,022	241,608	2.0	94–112%	Range spans bands
Augusta, GA	Columbia County	38–44	171,448	42,324	2.0	94–104%	Range spans bands
Layton, UT	Davis County	81–91	362,366	96,561	2.0	94–101%	Range spans bands
Saint Peters, MO	St. Charles County	96–114	416,486	143,295	2.0	94–105%	Range spans bands
Naples, FL	Collier County	93–117	397,619	151,082	2.0	93–108%	Range spans bands
Houston, TX	Harris County	1,166–1,396	4,866,005	2,159,333	2.0	93–99%	Below average
Carmel, IN	Hamilton County	83–101	350,555	148,035	2.0	93–109%	Range spans bands
Fresno, CA	Fresno County	229–315	1,021,317	301,306	2.0	93–119%	Range spans bands
Bluffton, SC	Beaufort County	44–72	197,099	58,445	1.9	92–130%	Range spans bands
Cedar Falls, IA	Black Hawk County	31–49	130,172	58,636	1.9	92–134%	Range spans bands
Beaumont, TX	Jefferson County	59–85	252,884	102,594	1.9	92–114%	Range spans bands
El Centro, CA	Imperial County	37–59	174,015	33,702	1.9	92–142%	Range spans bands
Middletown, CT	Lower Connecticut River Valley Planning Region	40–76	175,257	65,999	1.9	91–174%	Range spans bands
Omaha, NE	Sarpy County	44–56	197,878	62,586	1.9	91–116%	Range spans bands
Lehi, UT	Utah County	161–181	701,070	275,094	1.9	91–100%	Range spans bands
Holyoke, MA	Hampden County	103–167	462,692	149,833	1.9	91–126%	Range spans bands
Opelika, AL	Lee County	39–59	177,802	52,583	1.9	91–123%	Range spans bands
Miami, FL	Miami-Dade County	622–738	2,738,360	1,041,424	1.9	91–96%	Below average
Tracy, CA	San Joaquin County	174–218	796,477	232,266	1.9	91–106%	Range spans bands
Lexington, KY	Fayette County	77–105	324,356	159,705	1.9	91–102%	Range spans bands
Troy, NY	Rensselaer County	35–83	160,774	46,534	1.9	90–199%	Range spans bands
Richmond, VA	Richmond city	52–70	222,029	105,755	1.9	90–100%	Range spans bands
West Chester, OH	Butler County	87–113	390,313	139,888	1.9	90–106%	Range spans bands
Redding, CA	Shasta County	41–93	190,130	53,985	1.9	90–186%	Range spans bands
Hammond, LA	Tangipahoa Parish	31–57	144,482	39,534	1.9	90–153%	Range spans bands
Newark, NJ	Essex County	190–218	863,415	293,932	1.9	89–100%	Below average
Fairfield, CA	Solano County	96–110	449,663	122,066	1.9	89–101%	Range spans bands
Temple, TX	Bell County	84–110	399,960	95,282	1.9	89–106%	Range spans bands
Madison, WI	Dane County	134–192	571,119	294,881	1.9	89–112%	Range spans bands
Merrillville, IN	Lake County	110–144	504,725	171,014	1.9	89–108%	Range spans bands
Minneapolis, MN	Hennepin County	324–384	1,274,032	930,781	1.9	89–101%	Range spans bands
Sarasota, FL	Sarasota County	99–133	452,773	158,202	1.9	89–103%	Range spans bands
Schenectady, NY	Schenectady County	38–60	180,276	47,892	1.9	88–126%	Range spans bands
Edison, NJ	Middlesex County	199–237	863,519	412,014	1.9	88–99%	Below average
West Des Moines, IA	Polk County	130–168	546,696	305,833	1.9	88–106%	Range spans bands
Chicago, IL	Cook County	1,181–1,325	5,132,257	2,445,383	1.9	88–96%	Below average
State College, PA	Centre County	34–82	160,267	46,882	1.9	88–207%	Range spans bands
Spring, TX	Montgomery County	142–160	671,730	197,300	1.8	88–94%	Below average
Lockport, NY	Niagara County	44–80	210,453	57,168	1.8	88–147%	Range spans bands
Ogden, UT	Weber County	60–76	278,206	95,890	1.8	87–99%	Below average
Alexandria, VA	Alexandria city	35–47	153,467	77,493	1.8	87–96%	Below average
Bangor, ME	Penobscot County	34–118	156,987	59,866	1.8	86–295%	Range spans bands
Brighton, MI	Livingston County	34–46	160,573	53,590	1.8	86–112%	Range spans bands
Monroe, NC	Union County	51–59	250,703	61,424	1.8	86–96%	Below average
Chattanooga, TN	Hamilton County	87–125	379,528	202,811	1.8	86–114%	Range spans bands
Flemington, NJ	Hunterdon County	28–74	133,199	43,352	1.8	86–184%	Range spans bands
Omaha, NE	Douglas County	137–185	591,749	333,647	1.8	86–105%	Range spans bands
Buffalo, NY	Erie County	208–294	948,221	414,184	1.8	86–115%	Range spans bands
Knoxville, TN	Knox County	111–151	499,281	236,911	1.8	85–99%	Below average
El Paso, TX	El Paso County	179–231	871,270	253,085	1.8	85–100%	Below average
Valparaiso, IN	Porter County	35–47	167,541	55,427	1.8	85–110%	Range spans bands
Hendersonville, TN	Sumner County	39–49	191,189	55,271	1.8	85–102%	Range spans bands
Burleson, TX	Johnson County	43–59	215,467	52,226	1.8	85–112%	Range spans bands
Madera, CA	Madera County	31–49	159,701	30,139	1.8	84–128%	Range spans bands
Rochester, NY	Monroe County	164–224	753,585	345,001	1.8	84–105%	Range spans bands
Greeley, CO	Weld County	75–133	373,512	100,955	1.8	84–140%	Range spans bands
Camden, NJ	Camden County	113–157	542,442	196,253	1.8	84–111%	Range spans bands
Murfreesboro, TN	Rutherford County	74–92	356,443	130,122	1.8	83–97%	Below average
Warner Robins, GA	Houston County	32–42	161,848	41,804	1.8	83–99%	Below average
Tucson, AZ	Pima County	217–293	1,072,121	336,499	1.7	83–99%	Below average
Bentonville, AR	Benton County	61–93	291,519	116,574	1.7	83–118%	Range spans bands
Atlanta, GA	Cobb County	168–198	777,758	372,158	1.7	83–87%	Below average
Appleton, WI	Outagamie County	46–74	212,451	103,913	1.7	83–122%	Range spans bands
North Canton, OH	Stark County	83–137	401,620	152,716	1.7	83–126%	Range spans bands
Odessa, TX	Ector County	36–50	171,416	72,071	1.7	83–96%	Below average
Little Rock, AR	Pulaski County	88–138	393,570	230,763	1.7	82–99%	Below average
Waxahachie, TX	Ellis County	43–65	222,795	52,087	1.7	82–117%	Range spans bands
Saint Paul, MN	Ramsey County	118–132	542,837	283,821	1.7	82–87%	Below average
Chapel Hill, NC	Orange County	32–42	159,674	52,230	1.7	82–97%	Below average
Mount Laurel, NJ	Burlington County	97–137	463,909	198,662	1.7	82–116%	Range spans bands
Topeka, KS	Shawnee County	37–83	178,269	73,482	1.7	82–166%	Range spans bands
Champaign, IL	Champaign County	42–96	208,555	71,922	1.7	82–175%	Range spans bands
Cranberry Township, PA	Butler County	42–94	202,636	84,042	1.7	82–175%	Range spans bands
Maryville, TN	Blount County	27–43	130,209	55,182	1.7	81–124%	Range spans bands
Bowling Green, KY	Warren County	30–44	147,438	57,508	1.7	81–113%	Range spans bands
Jacksonville, FL	Duval County	216–266	1,020,642	499,883	1.7	81–89%	Below average
Cedar Rapids, IA	Linn County	48–92	230,982	103,114	1.7	81–138%	Range spans bands
Nampa, ID	Canyon County	49–67	253,453	71,551	1.7	81–100%	Range spans bands
Plainfield, IN	Hendricks County	33–43	160,055	69,775	1.7	80–105%	Range spans bands
Baltimore, MD	Baltimore city	130–154	622,980	291,829	1.7	80–89%	Below average
Wilmington, DE	New Castle County	121–163	573,431	285,874	1.7	80–95%	Below average
Wayne, NJ	Passaic County	102–146	531,700	145,770	1.7	80–102%	Range spans bands
Bolingbrook, IL	Will County	139–169	697,966	252,149	1.7	80–96%	Below average
San Antonio, TX	Bexar County	411–497	2,044,549	788,736	1.7	80–91%	Below average
Cincinnati, OH	Hamilton County	186–260	842,501	531,677	1.7	80–104%	Range spans bands
Atlanta, GA	DeKalb County	154–202	768,335	300,123	1.7	80–89%	Below average
Newnan, GA	Coweta County	29–39	152,581	40,826	1.7	80–96%	Below average
Laredo, TX	Webb County	52–62	269,130	83,205	1.7	80–92%	Below average
Ann Arbor, MI	Washtenaw County	72–94	355,204	154,405	1.7	79–92%	Below average
Elgin, IL	Kane County	99–125	506,642	177,908	1.7	79–95%	Below average
Grand Junction, CO	Mesa County	31–59	158,777	56,447	1.7	79–140%	Range spans bands
North Chicago, IL	Lake County	153–181	747,565	351,156	1.7	79–90%	Below average
Corpus Christi, TX	Nueces County	69–119	351,950	130,507	1.7	79–111%	Range spans bands
Sarasota, FL	Manatee County	83–109	439,466	126,209	1.7	79–90%	Below average
Gainesville, FL	Alachua County	56–94	288,281	102,273	1.6	78–115%	Range spans bands
Fort Wayne, IN	Allen County	79–125	388,924	183,279	1.6	78–114%	Range spans bands
Greenville, SC	Greenville County	120–152	586,310	291,783	1.6	78–87%	Below average
Schertz, TX	Guadalupe County	30–42	157,840	50,580	1.6	78–99%	Below average
Swedesboro, NJ	Gloucester County	55–89	288,429	98,548	1.6	77–125%	Range spans bands
Wichita, KS	Sedgwick County	105–163	528,787	234,524	1.6	77–114%	Range spans bands
Mc Lean, VA	Fairfax County	236–302	1,112,020	681,997	1.6	77–87%	Below average
Commerce City, CO	Adams County	90–110	478,689	156,185	1.6	77–89%	Below average
Durham, NC	Durham County	67–89	327,804	174,233	1.6	77–86%	Below average
Menomonee Falls, WI	Waukesha County	87–119	416,773	244,814	1.6	77–96%	Below average
Fayetteville, NC	Cumberland County	64–84	348,651	97,067	1.6	77–96%	Below average
Beachwood, OH	Cuyahoga County	254–298	1,251,589	653,795	1.6	77–88%	Below average
Bethlehem, PA	Northampton County	67–101	343,263	146,757	1.6	76–104%	Range spans bands
Springfield, IL	Sangamon County	37–93	194,839	70,812	1.6	76–159%	Range spans bands
Woodstock, GA	Cherokee County	53–65	296,265	67,864	1.6	76–82%	Below average
Dayton, OH	Greene County	32–54	174,684	50,878	1.6	76–128%	Range spans bands
Shelton, CT	Naugatuck Valley Planning Region	84–124	455,072	143,457	1.6	76–101%	Range spans bands
Green Bay, WI	Brown County	55–79	278,140	134,829	1.6	76–95%	Below average
Daytona Beach, FL	Volusia County	106–154	585,930	163,139	1.6	76–90%	Below average
Harlingen, TX	Cameron County	77–101	425,007	121,999	1.6	75–91%	Below average
Lake Charles, LA	Calcasieu Parish	40–70	216,075	72,999	1.6	75–109%	Range spans bands
Sterling, VA	Loudoun County	83–119	430,542	191,115	1.6	75–88%	Below average
Utica, NY	Oneida County	43–133	230,321	85,056	1.6	75–214%	Range spans bands
Birmingham, AL	Shelby County	41–67	223,126	74,809	1.6	75–108%	Range spans bands
Kansas City, MO	Jackson County	141–229	725,261	342,399	1.6	75–114%	Range spans bands
Johnson City, TN	Washington County	27–43	146,067	52,808	1.6	74–102%	Range spans bands
Norfolk, VA	Norfolk city	45–71	233,596	108,525	1.6	74–101%	Range spans bands
Hanford, CA	Kings County	26–40	152,269	28,375	1.6	74–109%	Range spans bands
Wayne, PA	Delaware County	114–172	606,361	253,670	1.6	74–102%	Range spans bands
Pataskala, OH	Licking County	31–59	164,016	70,788	1.6	74–131%	Range spans bands
Malvern, PA	Chester County	102–178	535,535	241,727	1.6	74–106%	Range spans bands
Bakersfield, CA	Kern County	159–239	915,763	218,146	1.6	74–100%	Below average
Melbourne, FL	Brevard County	113–171	633,463	195,669	1.5	73–90%	Below average
Newton, NJ	Sussex County	25–61	147,069	29,529	1.5	73–144%	Range spans bands
Greensboro, NC	Guilford County	109–163	577,982	264,336	1.5	73–92%	Below average
Orange Park, FL	Clay County	38–48	224,705	47,711	1.5	73–80%	Below average
Maumee, OH	Lucas County	78–114	420,064	181,314	1.5	73–95%	Below average
Somerset, NJ	Somerset County	61–103	314,362	174,691	1.5	72–112%	Range spans bands
Medina, OH	Medina County	32–56	182,763	56,628	1.5	72–117%	Range spans bands
Tallahassee, FL	Leon County	53–81	297,542	106,232	1.5	72–88%	Below average
Burlington, NC	Alamance County	33–49	187,008	63,483	1.5	72–98%	Below average
Vero Beach, FL	Indian River County	29–49	166,936	51,187	1.5	72–91%	Below average
Kent, OH	Portage County	29–51	167,001	51,180	1.5	72–116%	Range spans bands
Evansville, IN	Vanderburgh County	35–69	183,565	100,123	1.5	71–92%	Below average
Lake Mary, FL	Seminole County	80–110	441,429	185,405	1.5	71–78%	Below average
Akron, OH	Summit County	94–146	513,150	229,897	1.5	71–98%	Below average
Clarks Summit, PA	Lackawanna County	39–79	215,434	90,335	1.5	71–130%	Range spans bands
East Lansing, MI	Ingham County	47–75	264,810	98,776	1.5	71–101%	Range spans bands
Peoria, IL	Peoria County	33–89	179,934	81,431	1.5	71–153%	Range spans bands
Wausau, WI	Marathon County	24–50	130,355	60,661	1.5	71–142%	Range spans bands
Milwaukee, WI	Milwaukee County	170–206	926,469	431,861	1.5	71–83%	Below average
Lake Havasu City, AZ	Mohave County	36–80	219,444	47,568	1.5	70–137%	Range spans bands
Huntsville, AL	Madison County	74–120	409,415	185,010	1.5	70–99%	Below average
Panama City, FL	Bay County	32–58	186,434	62,163	1.5	70–105%	Range spans bands
Auburn Hills, MI	Oakland County	242–334	1,282,834	727,774	1.5	70–87%	Below average
Mishawaka, IN	St. Joseph County	50–86	282,397	119,989	1.5	69–106%	Range spans bands
Columbus, OH	Franklin County	251–295	1,366,493	707,277	1.5	69–79%	Below average
Wichita Falls, TX	Wichita County	23–41	136,053	45,003	1.5	69–111%	Range spans bands
Terrell, TX	Kaufman County	29–43	183,309	36,313	1.4	68–97%	Below average
Mason, OH	Warren County	39–55	230,451	81,403	1.4	68–96%	Below average
Youngstown, OH	Mahoning County	38–90	223,534	81,616	1.4	68–148%	Range spans bands
Fort Myers, FL	Lee County	136–192	817,109	263,033	1.4	68–85%	Below average
Rio Rancho, NM	Sandoval County	24–50	153,817	27,867	1.4	68–136%	Range spans bands
Rock Hill, SC	York County	49–69	294,233	97,045	1.4	68–87%	Below average
Richmond, VA	Henrico County	64–80	337,830	220,227	1.4	68–74%	Below average
Mooresville, NC	Iredell County	33–51	192,680	79,784	1.4	67–84%	Below average
Sherman, TX	Grayson County	24–52	148,078	43,079	1.4	67–140%	Range spans bands
Miamisburg, OH	Montgomery County	93–145	537,404	239,839	1.4	67–96%	Below average
Rockville, MD	Montgomery County	183–271	1,076,754	436,377	1.4	67–86%	Below average
Lancaster, OH	Fairfield County	23–43	146,974	36,006	1.4	66–124%	Range spans bands
Lebanon, PA	Lebanon County	24–48	147,065	50,980	1.4	66–127%	Range spans bands
Owings Mills, MD	Baltimore County	136–190	811,235	333,648	1.4	66–89%	Below average
Lancaster, PA	Lancaster County	99–203	558,059	236,033	1.4	66–121%	Range spans bands
Bel Air, MD	Harford County	42–68	262,768	79,293	1.4	66–107%	Range spans bands
Grand Rapids, MI	Kent County	121–169	682,712	378,816	1.4	66–79%	Below average
Minneapolis, MN	Anoka County	57–63	351,152	120,054	1.4	66–73%	Below average
Gainesville, GA	Hall County	35–51	212,567	80,704	1.4	66–92%	Below average
Clayton, NC	Johnston County	29–43	189,124	42,187	1.4	66–88%	Below average
Camp Hill, PA	Cumberland County	46–70	269,697	129,697	1.4	65–94%	Below average
Normal, IL	McLean County	28–78	173,337	61,936	1.4	65–168%	Range spans bands
Memphis, TN	Shelby County	157–237	931,943	428,809	1.4	65–78%	Below average
Annapolis, MD	Anne Arundel County	103–151	579,103	233,423	1.4	65–95%	Below average
Canonsburg, PA	Washington County	35–131	215,520	85,413	1.4	64–241%	Range spans bands
Indianapolis, IN	Marion County	171–225	989,752	553,644	1.4	64–76%	Below average
Pueblo, CO	Pueblo County	26–42	169,248	50,552	1.3	64–98%	Below average
Beaver Falls, PA	Beaver County	25–57	164,772	45,043	1.3	63–145%	Range spans bands
Wilkes Barre, PA	Luzerne County	52–124	326,090	128,019	1.3	63–127%	Range spans bands
Saint Louis, MO	St. Louis County	178–226	1,028,683	614,590	1.3	63–75%	Below average
Columbus, GA	Muscogee County	34–58	220,518	72,100	1.3	63–85%	Below average
Winston Salem, NC	Forsyth County	67–107	416,830	178,036	1.3	63–82%	Below average
Kissimmee, FL	Osceola County	61–77	412,031	97,295	1.3	63–73%	Below average
Greenville, NC	Pitt County	28–54	180,210	62,893	1.3	63–103%	Range spans bands
Columbia, MD	Howard County	57–87	336,999	188,514	1.3	63–92%	Below average
Louisville, KY	Jefferson County	137–205	809,701	459,852	1.3	63–77%	Below average
Pensacola, FL	Escambia County	50–82	322,926	113,625	1.3	63–80%	Below average
Merced, CA	Merced County	41–69	288,279	48,681	1.3	62–102%	Range spans bands
Moline, IL	Rock Island County	23–57	144,245	64,178	1.3	62–132%	Range spans bands
Tampa, FL	Hillsborough	250–358	1,564,112	712,069	1.3	62–73%	Below average
Columbia, SC	Richland County	64–108	407,162	169,126	1.3	62–79%	Below average
Pascagoula, MS	Jackson County	19–37	131,754	31,215	1.3	61–87%	Below average
Westminster, MD	Carroll County	25–43	169,714	49,935	1.3	61–100%	Range spans bands
Crystal Lake, IL	McHenry County	48–72	328,030	92,834	1.3	61–89%	Below average
Tuscaloosa, AL	Tuscaloosa County	33–63	219,464	79,750	1.3	61–101%	Range spans bands
Birmingham, AL	Jefferson County	113–217	711,294	355,228	1.3	60–99%	Below average
Vineland, NJ	Cumberland County	23–51	156,846	48,353	1.3	60–123%	Range spans bands
Yuma, AZ	Yuma County	30–46	211,785	49,598	1.3	60–84%	Below average
Kansas City, MO	Clay County	41–67	265,074	118,425	1.3	60–92%	Below average
Allentown, PA	Lehigh County	56–104	358,762	170,695	1.3	60–103%	Range spans bands
Erie, PA	Erie County	43–99	267,101	102,941	1.3	60–122%	Range spans bands
Portage, MI	Kalamazoo County	39–71	256,879	112,688	1.2	59–93%	Range spans bands
Elkhart, IN	Elkhart County	34–48	207,941	130,825	1.2	59–77%	Range spans bands
Holland, MI	Ottawa County	46–68	306,882	129,108	1.2	59–79%	Range spans bands
Yukon, OK	Canadian County	21–33	156,616	26,098	1.2	59–81%	Range spans bands
Mcdonough, GA	Henry County	38	274,376	67,423	1.2	59%	Well below average
Erlanger, KY	Kenton County	25–33	166,567	73,908	1.2	58–72%	Range spans bands
Denham Springs, LA	Livingston Parish	19–35	143,052	24,343	1.2	58–95%	Range spans bands
Mcallen, TX	Hidalgo County	121–157	891,915	226,099	1.2	57–71%	Range spans bands
Newport News, VA	Newport News city	28–42	186,870	94,081	1.2	57–77%	Range spans bands
Milford, OH	Clermont County	30–50	221,449	58,713	1.2	57–95%	Range spans bands
Jackson, MI	Jackson County	22–50	159,537	50,099	1.2	57–124%	Range spans bands
Flint, MI	Genesee County	57–97	422,436	114,470	1.2	57–82%	Range spans bands
Saint Paul, MN	Dakota County	64–86	447,813	184,893	1.2	56–74%	Range spans bands
Florence, SC	Florence County	21–43	144,668	67,896	1.2	56–98%	Range spans bands
Hershey, PA	Dauphin County	42–86	285,266	155,968	1.2	55–102%	Range spans bands
Kingsport, TN	Sullivan County	22–38	163,515	58,256	1.1	54–79%	Range spans bands
Clermont, FL	Lake County	54–98	423,793	99,571	1.1	54–84%	Range spans bands
Saint Paul, MN	Washington County	38–62	285,910	97,169	1.1	54–88%	Range spans bands
Logan, UT	Cache County	19–51	140,040	55,778	1.1	54–133%	Range spans bands
Detroit, MI	Wayne County	239–327	1,792,362	640,223	1.1	54–70%	Range spans bands
Kenosha, WI	Kenosha County	22–46	162,024	66,123	1.1	54–88%	Range spans bands
Greensburg, PA	Westmoreland County	46–176	349,607	120,061	1.1	53–200%	Range spans bands
Frederick, MD	Frederick County	39–81	299,035	100,227	1.1	53–110%	Range spans bands
Elyria, OH	Lorain County	39–57	307,803	86,805	1.1	53–74%	Range spans bands
Bronx, NY	Bronx County	172–178	1,412,082	285,342	1.1	53–54%	Well below average
Warren, MI	Macomb County	113–153	878,672	296,871	1.1	52–66%	Range spans bands
Las Cruces, NM	Doña Ana County	29–83	236,770	56,133	1.1	52–127%	Range spans bands
Saint Cloud, MN	Stearns County	22–66	159,675	83,157	1.1	52–151%	Range spans bands
Chesapeake, VA	Chesapeake city	33–43	253,091	99,392	1.1	52–61%	Range spans bands
Edwardsville, IL	Madison County	34–76	268,375	94,295	1.1	51–115%	Range spans bands
Jackson, MS	Hinds County	28–82	220,037	83,598	1.1	51–113%	Range spans bands
Gulf Breeze, FL	Santa Rosa County	23–35	200,703	34,765	1.1	50–68%	Range spans bands
New Port Richey, FL	Pasco County	66–104	573,740	104,781	1.1	50–68%	Range spans bands
Chambersburg, PA	Franklin County	18–64	147,315	48,691	1.0	50–155%	Range spans bands
Lithia Springs, GA	Douglas County	18–26	149,553	44,645	1.0	50–61%	Range spans bands
Neenah, WI	Winnebago County	22–42	172,658	76,933	1.0	50–86%	Range spans bands
East Peoria, IL	Tazewell County	16–40	132,535	43,220	1.0	49–117%	Range spans bands
Easley, SC	Pickens County	17–35	150,090	29,797	1.0	49–89%	Range spans bands
Beloit, WI	Rock County	20–38	163,727	62,234	1.0	49–83%	Range spans bands
Springfield, OH	Clark County	16–36	134,389	43,149	1.0	49–104%	Range spans bands
Hagerstown, MD	Washington County	19–51	155,404	60,851	1.0	49–120%	Range spans bands
Summerville, SC	Dorchester County	19–33	166,963	39,897	1.0	48–79%	Range spans bands
Warren, OH	Trumbull County	22–66	193,501	52,232	1.0	48–134%	Range spans bands
Augusta, GA	Richmond County	24–42	200,535	78,721	1.0	48–63%	Range spans bands
Hampton, VA	Hampton city	15–29	132,860	34,168	1.0	48–73%	Range spans bands
Shreveport, LA	Caddo Parish	28–94	232,773	94,956	1.0	48–115%	Range spans bands
Punta Gorda, FL	Charlotte County	22–44	200,084	42,254	1.0	47–82%	Range spans bands
Montgomery, AL	Montgomery County	27–79	228,185	100,573	1.0	46–101%	Range spans bands
Dover, DE	Kent County	20–48	181,133	54,105	1.0	46–105%	Range spans bands
Salisbury, NC	Rowan County	15–39	133,355	45,889	1.0	46–113%	Range spans bands
Spartanburg, SC	Spartanburg County	38–90	334,295	125,154	1.0	46–96%	Range spans bands
Racine, WI	Racine County	23–39	206,558	69,937	1.0	45–73%	Range spans bands
Fredericksburg, VA	Spotsylvania County	15–25	141,654	33,418	0.9	45–69%	Range spans bands
Port Saint Lucie, FL	St. Lucie County	37–63	355,354	72,740	0.9	45–64%	Range spans bands
Rockford, IL	Winnebago County	32–68	284,853	110,619	0.9	45–78%	Range spans bands
York, PA	York County	53–121	476,698	173,506	0.9	45–100%	Range spans bands
Florence, KY	Boone County	17–29	144,247	80,611	0.9	44–70%	Range spans bands
Manassas, VA	Prince William County	51–79	501,551	114,472	0.9	43–59%	Well below average
Monroe, LA	Ouachita Parish	17–37	159,045	58,628	0.9	43–73%	Range spans bands
Hiram, GA	Paulding County	13–15	134,013	21,431	0.9	43–49%	Well below average
Duluth, MN	St. Louis County	21–105	198,429	83,349	0.9	42–200%	Range spans bands
Casa Grande, AZ	Pinal County	40–82	429,927	59,779	0.9	41–77%	Range spans bands
Reading, PA	Berks County	44–128	430,466	167,711	0.9	41–113%	Range spans bands
La Plata, MD	Charles County	16–54	170,349	35,482	0.9	40–131%	Range spans bands
Muskegon, MI	Muskegon County	17–37	176,982	51,435	0.8	40–87%	Range spans bands
Kansas City, KS	Wyandotte County	17–41	170,306	68,774	0.8	39–72%	Range spans bands
Mobile, AL	Mobile County	40–120	412,817	152,918	0.8	39–95%	Range spans bands
Anderson, IN	Madison County	12–40	132,011	34,649	0.8	38–108%	Range spans bands
Saginaw, MI	Saginaw County	18–52	187,091	76,238	0.8	38–101%	Range spans bands
Shakopee, MN	Scott County	15–25	157,514	60,893	0.8	38–63%	Range spans bands
West Bend, WI	Washington County	13–31	138,353	54,545	0.8	37–83%	Range spans bands
West Columbia, SC	Lexington County	28–52	314,008	109,650	0.8	36–62%	Range spans bands
Battle Creek, MI	Calhoun County	12–32	134,378	48,040	0.8	36–90%	Range spans bands
Macon, GA	Bibb County	16–46	174,812	77,198	0.7	36–67%	Range spans bands
Brooksville, FL	Hernando County	16–32	201,196	41,648	0.7	34–56%	Well below average
Richmond, VA	Chesterfield County	31–47	373,620	122,211	0.7	34–49%	Well below average
Arnold, MO	Jefferson County	15–45	200,118	37,730	0.7	33–89%	Range spans bands
Anderson, SC	Anderson County	15–45	189,559	61,026	0.7	32–80%	Range spans bands
The Villages, FL	Sumter County	11–25	146,639	29,603	0.7	32–74%	Range spans bands
Ocala, FL	Marion County	29–87	386,904	100,412	0.7	32–77%	Range spans bands
Gastonia, NC	Gaston County	18–42	238,761	70,983	0.7	31–66%	Range spans bands
Thomasville, NC	Davidson County	10–24	142,181	36,165	0.6	30–53%	Well below average
Lakeland, FL	Polk County	57–133	802,032	231,199	0.6	30–56%	Well below average
Stafford, VA	Stafford County	11–23	161,536	31,480	0.6	30–40%	Well below average
Charleston, SC	Berkeley County	18–38	265,788	62,924	0.6	29–61%	Range spans bands
Charleston, WV	Kanawha County	13–93	177,397	75,245	0.6	29–153%	Range spans bands
O Fallon, IL	St. Clair County	17–73	247,743	71,801	0.6	28–112%	Range spans bands
Beltsville, MD	Prince George's County	65–131	951,497	273,232	0.6	28–47%	Well below average
Saint Joseph, MI	Berrien County	10–52	163,620	53,561	0.5	25–130%	Range spans bands
Monticello, MN	Wright County	8–34	139,143	42,307	0.5	24–101%	Range spans bands
Morrow, GA	Clayton County	13–33	238,876	56,153	0.5	23–48%	Well below average
Johnstown, PA	Cambria County	7–91	131,380	43,083	0.5	22–271%	Range spans bands
Monroe, MI	Monroe County	8–36	162,298	38,038	0.4	21–94%	Range spans bands
Asheboro, NC	Randolph County	5–27	127,973	30,351	0.3	17–76%	Range spans bands
Crystal River, FL	Citrus County	6–42	161,965	30,517	0.3	16–80%	Range spans bands
Port Huron, MI	St. Clair County	6–48	161,718	41,633	0.3	16–115%	Range spans bands
Dunn, NC	Harnett County	4–22	114,473	23,154	0.3	15–75%	Range spans bands
Pottsville, PA	Schuylkill County	4–94	140,336	41,570	0.2	12–277%	Range spans bands
Aiken, SC	Aiken County	4–44	159,147	45,174	0.2	10–89%	Range spans bands

Scroll the table sideways to see all columns.

How to read the index

Index 100% means the area has exactly as many coffee shops per person present as the U.S. as a whole. Below 100% suggests fewer competitors per capita; above suggests a denser, more competitive market.

The index uses residents + 0.5 × workers as "people present," because demand comes from daytime workers too.

Sources: U.S. Census ZIP Code Business Patterns (ZBP 2023), American Community Survey 2024 5-year, and BLS QCEW.

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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.