The 50 Most Walkable Places in America
Ranked on The Town Files lifestyle rankings among 12,622 towns and cities of 500+ people in the U.S.. #1 is New York, NY.
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50York, Pennsylvania
More walkable than 100% of U.S. towns
York is a city of 44,800 people in York County, Pennsylvania. It also ranks more vibrant than 95% of Pennsylvania towns and hipper than 94% of Pennsylvania towns.
44,800 people · York County · median home $119,700 · income $48,420 · Jan low 21°F · 25 in snow
Full York, Pennsylvania profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
49Arlington, Massachusetts
More walkable than 100% of U.S. towns
Arlington is a community of 46,308 people in Middlesex County, Massachusetts. It also ranks hipper than 99% of Massachusetts towns and better for cycling than 99% of Massachusetts towns.
46,308 people · Middlesex County · median home $933,800 · income $150,701 · Jan low 18°F · 64 in snow
Full Arlington, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
48Everett, Massachusetts
More walkable than 100% of U.S. towns

Photo: user:InvictaHOG (public domain, Wikimedia Commons) Everett is a city of 49,075 people in Middlesex County, Massachusetts. It also ranks more vibrant than 99% of Massachusetts towns and better transit than 99% of Massachusetts towns.
49,075 people · Middlesex County · median home $610,000 · income $85,218 · Jan low 23°F · 49 in snow
Full Everett, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
47Lakewood, Ohio
More walkable than 100% of U.S. towns
Lakewood is a city of 50,942 people in Cuyahoga County, Ohio. It also ranks better for young professionals than 100% of Ohio towns and more vibrant than 100% of Ohio towns.
50,942 people · Cuyahoga County · median home $262,200 · income $68,954 · Jan low 22°F · 64 in snow
Full Lakewood, Ohio profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
46West New York, New Jersey
More walkable than 100% of U.S. towns
West New York is a town of 52,912 people in Hudson County, New Jersey. It also ranks more vibrant than 100% of New Jersey towns and hipper than 95% of New Jersey towns.
52,912 people · Hudson County · median home $465,600 · income $71,729 · Jan low 28°F · 30 in snow
Full West New York, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
45Bloomfield, New Jersey
More walkable than 100% of U.S. towns
Bloomfield is a township of 53,105 people in Essex County, New Jersey. It also ranks hipper than 97% of New Jersey towns and better transit than 96% of New Jersey towns.
53,105 people · Essex County · median home $470,800 · income $103,604 · Jan low 25°F · 28 in snow
Full Bloomfield, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
44Oak Park, Illinois
More walkable than 100% of U.S. towns
Oak Park is a village of 54,583 people in Cook County, Illinois. It also ranks hipper than 100% of Illinois towns and better transit than 100% of Illinois towns.
54,583 people · Cook County · median home $465,500 · income $110,820 · Jan low 19°F · 38 in snow
Full Oak Park, Illinois profile: weather, storms, schools, jobs →
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43Plainfield, New Jersey
More walkable than 100% of U.S. towns
Plainfield is a city of 54,586 people in Union County, New Jersey. It also ranks more vibrant than 79% of New Jersey towns.
54,586 people · Union County · median home $410,800 · income $85,908 · Jan low 24°F · 21 in snow
Full Plainfield, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
42Huntington Park, California
More walkable than 100% of U.S. towns
Huntington Park is a city of 54,883 people in Los Angeles County, California. It also ranks more vibrant than 96% of California towns and better transit than 89% of California towns.
54,883 people · Los Angeles County · median home $572,700 · income $59,996 · Jan low 49°F · 0 in snow
Full Huntington Park, California profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
41Berwyn, Illinois
More walkable than 100% of U.S. towns
Berwyn is a city of 57,250 people in Cook County, Illinois. It also ranks more vibrant than 100% of Illinois towns and more of a college town than 99% of Illinois towns.
57,250 people · Cook County · median home $299,800 · income $78,408 · Jan low 19°F · 39 in snow
Full Berwyn, Illinois profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
40Lancaster, Pennsylvania
More walkable than 100% of U.S. towns
Lancaster is a city of 58,039 people in Lancaster County, Pennsylvania. It also ranks more vibrant than 99% of Pennsylvania towns and better for first-time buyers than 96% of Pennsylvania towns.
58,039 people · Lancaster County · median home $219,500 · income $63,690 · Jan low 22°F · 21 in snow
Full Lancaster, Pennsylvania profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
39Hempstead, New York
More walkable than 100% of U.S. towns
Hempstead is a village of 59,169 people in Nassau County, New York. It also ranks more vibrant than 98% of New York towns and better transit than 98% of New York towns.
59,169 people · Nassau County · median home $459,500 · income $90,420 · Jan low 27°F · 19 in snow
Full Hempstead, New York profile: weather, storms, schools, jobs →
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38Medford, Massachusetts
More walkable than 100% of U.S. towns
Medford is a city of 59,659 people in Middlesex County, Massachusetts. It also ranks better for young professionals than 98% of Massachusetts towns and more vibrant than 98% of Massachusetts towns.
59,659 people · Middlesex County · median home $755,500 · income $129,540 · Jan low 23°F · 49 in snow
Full Medford, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
37Hoboken, New Jersey
More walkable than 100% of U.S. towns
Hoboken is a city of 60,419 people in Hudson County, New Jersey. It also ranks better for young professionals than 100% of New Jersey towns and more vibrant than 100% of New Jersey towns.
60,419 people · Hudson County · median home $895,100 · income $180,579 · Jan low 28°F · 30 in snow
Full Hoboken, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
36Irvington, New Jersey
More walkable than 100% of U.S. towns
Irvington is a township of 61,176 people in Essex County, New Jersey. It also ranks more vibrant than 94% of New Jersey towns and better transit than 91% of New Jersey towns.
61,176 people · Essex County · median home $335,600 · income $61,609 · Jan low 26°F · 32 in snow
Full Irvington, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
35Florence-Graham, California
More walkable than 100% of U.S. towns
Florence-Graham is a community of 61,983 people in Los Angeles County, California. It also ranks better transit than 100% of California towns and more vibrant than 99% of California towns.
61,983 people · Los Angeles County · median home $545,200 · income $65,132 · Jan low 49°F · 0 in snow
Full Florence-Graham, California profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
34Revere, Massachusetts
More walkable than 100% of U.S. towns

Photo: Daderot (public domain, Wikimedia Commons) Revere is a city of 62,186 people in Suffolk County, Massachusetts. It also ranks better transit than 98% of Massachusetts towns and more vibrant than 97% of Massachusetts towns.
62,186 people · Suffolk County · median home $597,400 · income $86,969 · Jan low 23°F · 49 in snow
Full Revere, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
33Brookline, Massachusetts
More walkable than 100% of U.S. towns
Brookline is a community of 63,191 people in Norfolk County, Massachusetts. It also ranks better transit than 100% of Massachusetts towns and better for young professionals than 99% of Massachusetts towns.
63,191 people · Norfolk County · median home $1,246,800 · income $142,101 · Jan low 19°F · 49 in snow
Full Brookline, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
32North Bergen, New Jersey
More walkable than 100% of U.S. towns
North Bergen is a township of 63,361 people in Hudson County, New Jersey. It also ranks more vibrant than 97% of New Jersey towns and more of a college town than 90% of New Jersey towns.
63,361 people · Hudson County · median home $473,500 · income $78,911 · Jan low 28°F · 30 in snow
Full North Bergen, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
31Malden, Massachusetts
More walkable than 100% of U.S. towns
Malden is a city of 66,263 people in Middlesex County, Massachusetts. It also ranks more vibrant than 98% of Massachusetts towns and better transit than 98% of Massachusetts towns.
66,263 people · Middlesex County · median home $633,500 · income $100,606 · Jan low 23°F · 49 in snow
Full Malden, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
30Union City, New Jersey
More walkable than 100% of U.S. towns
Union City is a city of 68,589 people in Hudson County, New Jersey. It also ranks more vibrant than 99% of New Jersey towns and better transit than 97% of New Jersey towns.
68,589 people · Hudson County · median home $471,600 · income $64,310 · Jan low 28°F · 30 in snow
Full Union City, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
29East Orange, New Jersey
More walkable than 100% of U.S. towns

Photo: Jim.henderson (public domain, Wikimedia Commons) East Orange is a city of 69,612 people in Essex County, New Jersey. It also ranks better transit than 98% of New Jersey towns and more vibrant than 92% of New Jersey towns.
69,612 people · Essex County · median home $365,900 · income $60,830 · Jan low 25°F · 28 in snow
Full East Orange, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
28Passaic, New Jersey
More walkable than 100% of U.S. towns
Passaic is a city of 70,537 people in Passaic County, New Jersey. It also ranks more vibrant than 98% of New Jersey towns and better for cycling than 93% of New Jersey towns.
70,537 people · Passaic County · median home $429,900 · income $55,371 · Jan low 26°F · 28 in snow
Full Passaic, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
27Wilmington, Delaware
More walkable than 100% of U.S. towns
Wilmington is a city of 70,898 people in New Castle County, Delaware. It also ranks more vibrant than 98% of Delaware towns and better transit than 98% of Delaware towns.
70,898 people · New Castle County · median home $231,400 · income $58,671 · Jan low 24°F · 12 in snow
Full Wilmington, Delaware profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
26Bayonne, New Jersey
More walkable than 100% of U.S. towns

Photo: Jim.henderson (public domain, Wikimedia Commons) Bayonne is a city of 71,686 people in Hudson County, New Jersey. It also ranks better transit than 97% of New Jersey towns and more vibrant than 95% of New Jersey towns.
71,686 people · Hudson County · median home $460,100 · income $83,887 · Jan low 26°F · 32 in snow
Full Bayonne, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
25Mount Vernon, New York
More walkable than 100% of U.S. towns
Mount Vernon is a city of 73,893 people in Westchester County, New York. It also ranks better transit than 99% of New York towns and more vibrant than 95% of New York towns.
73,893 people · Westchester County · median home $484,000 · income $78,779 · Jan low 27°F · 33 in snow
Full Mount Vernon, New York profile: weather, storms, schools, jobs →
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24Pawtucket, Rhode Island
More walkable than 100% of U.S. towns
Pawtucket is a city of 75,604 people in Providence County, Rhode Island. It also ranks better transit than 98% of Rhode Island towns and more vibrant than 95% of Rhode Island towns.
75,604 people · Providence County · median home $325,500 · income $68,310 · Jan low 19°F · 43 in snow
Full Pawtucket, Rhode Island profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
23Evanston, Illinois
More walkable than 100% of U.S. towns
Evanston is a city of 78,110 people in Cook County, Illinois. It also ranks better for young professionals than 100% of Illinois towns and more vibrant than 100% of Illinois towns.
78,110 people · Cook County · median home $481,200 · income $96,434 · Jan low 16°F · 34 in snow
Full Evanston, Illinois profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
22Somerville, Massachusetts
More walkable than 100% of U.S. towns
Somerville is a city of 81,045 people in Middlesex County, Massachusetts. It also ranks better for young professionals than 100% of Massachusetts towns and more vibrant than 100% of Massachusetts towns.
81,045 people · Middlesex County · median home $911,300 · income $132,572 · Jan low 23°F · 49 in snow
Full Somerville, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
21Cicero, Illinois
More walkable than 100% of U.S. towns
Cicero is a town of 85,268 people in Cook County, Illinois. It also ranks more vibrant than 99% of Illinois towns and more of a college town than 98% of Illinois towns.
85,268 people · Cook County · median home $249,400 · income $70,842 · Jan low 19°F · 39 in snow
Full Cicero, Illinois profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
20Upper Darby, Pennsylvania
More walkable than 100% of U.S. towns
Upper Darby is a township of 85,681 people in Delaware County, Pennsylvania. It also ranks more vibrant than 99% of Pennsylvania towns and better transit than 99% of Pennsylvania towns.
85,681 people · Delaware County · median home $219,100 · income $71,481 · Jan low 28°F · 16 in snow
Full Upper Darby, Pennsylvania profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
19Lawrence, Massachusetts
More walkable than 100% of U.S. towns
Lawrence is a city of 89,143 people in Essex County, Massachusetts. It also ranks more vibrant than 98% of Massachusetts towns and more of a college town than 90% of Massachusetts towns.
89,143 people · Essex County · median home $415,200 · income $60,433 · Jan low 20°F · 58 in snow
Full Lawrence, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
18Trenton, New Jersey
More walkable than 100% of U.S. towns
Trenton is a city of 90,871 people in Mercer County, New Jersey. It also ranks more vibrant than 95% of New Jersey towns and hipper than 85% of New Jersey towns.
90,871 people · Mercer County · median home $160,700 · income $52,537 · Jan low 23°F · 27 in snow
Full Trenton, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
17Reading, Pennsylvania
More walkable than 100% of U.S. towns

Photo: Marduk (public domain, Wikimedia Commons) Reading is a city of 95,112 people in Berks County, Pennsylvania. It also ranks more vibrant than 95% of Pennsylvania towns and better transit than 94% of Pennsylvania towns.
95,112 people · Berks County · median home $121,300 · income $44,091 · Jan low 23°F · 27 in snow
Full Reading, Pennsylvania profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
16Lynn, Massachusetts
More walkable than 100% of U.S. towns
Lynn is a city of 101,253 people in Essex County, Massachusetts. It also ranks more vibrant than 97% of Massachusetts towns and better transit than 97% of Massachusetts towns.
101,253 people · Essex County · median home $510,100 · income $75,043 · Jan low 18°F · 39 in snow
Full Lynn, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
15Cambridge, Massachusetts
More walkable than 100% of U.S. towns

Photo: en:User:Shinkuken (public domain, Wikimedia Commons) Cambridge is a city of 118,403 people in Middlesex County, Massachusetts. It also ranks better for young professionals than 100% of Massachusetts towns and more vibrant than 100% of Massachusetts towns.
118,403 people · Middlesex County · median home $1,092,100 · income $130,748 · Jan low 19°F · 49 in snow
Full Cambridge, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
14East Los Angeles, California
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) East Los Angeles is a community of 118,786 people in Los Angeles County, California. It also ranks more vibrant than 97% of California towns and better transit than 97% of California towns.
118,786 people · Los Angeles County · median home $643,100 · income $68,741 · Jan low 49°F · 0 in snow
Full East Los Angeles, California profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
13Berkeley, California
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Berkeley is a city of 124,321 people in Alameda County, California. It also ranks hipper than 100% of California towns and better transit than 100% of California towns.
124,321 people · Alameda County · median home $1,413,900 · income $108,092 · Jan low 43°F · 0 in snow
Full Berkeley, California profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
12Elizabeth, New Jersey
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Elizabeth is a city of 137,298 people in Union County, New Jersey. It also ranks more vibrant than 97% of New Jersey towns and better transit than 87% of New Jersey towns.
137,298 people · Union County · median home $449,300 · income $66,555 · Jan low 26°F · 32 in snow
Full Elizabeth, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
11Paterson, New Jersey
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Paterson is a city of 159,732 people in Passaic County, New Jersey. It also ranks more vibrant than 97% of New Jersey towns.
159,732 people · Passaic County · median home $360,100 · income $55,997 · Jan low 23°F · 28 in snow
Full Paterson, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
10Providence, Rhode Island
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Providence is a city of 190,934 people in Providence County, Rhode Island. It also ranks more vibrant than 100% of Rhode Island towns and better transit than 100% of Rhode Island towns.
190,934 people · Providence County · median home $362,200 · income $68,119 · Jan low 22°F · 37 in snow
Full Providence, Rhode Island profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
9Yonkers, New York
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Yonkers is a city of 211,569 people in Westchester County, New York. It also ranks better transit than 98% of New York towns and more vibrant than 96% of New York towns.
211,569 people · Westchester County · median home $501,600 · income $83,549 · Jan low 23°F · 33 in snow
Full Yonkers, New York profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
8Buffalo, New York
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Buffalo is a city of 278,349 people in Erie County, New York. It also ranks hipper than 98% of New York towns and more vibrant than 96% of New York towns.
278,349 people · Erie County · median home $164,200 · income $50,041 · Jan low 19°F · 95 in snow
Full Buffalo, New York profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
7Jersey City, New Jersey
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Jersey City is a city of 292,449 people in Hudson County, New Jersey. It also ranks more vibrant than 98% of New Jersey towns and better transit than 98% of New Jersey towns.
292,449 people · Hudson County · median home $566,900 · income $97,710 · Jan low 25°F · 28 in snow
Full Jersey City, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
6Newark, New Jersey
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Newark is a city of 311,549 people in Essex County, New Jersey. It also ranks more vibrant than 96% of New Jersey towns and better transit than 95% of New Jersey towns.
311,549 people · Essex County · median home $373,700 · income $52,060 · Jan low 25°F · 28 in snow
Full Newark, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
5Boston, Massachusetts
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Boston is a city of 675,647 people in Suffolk County, Massachusetts. It also ranks more vibrant than 100% of Massachusetts towns and better transit than 100% of Massachusetts towns.
675,647 people · Suffolk County · median home $731,700 · income $97,344 · Jan low 23°F · 49 in snow
Full Boston, Massachusetts profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
4San Francisco, California
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) San Francisco is a city of 873,965 people in San Francisco County, California. It also ranks more vibrant than 100% of California towns and better transit than 100% of California towns.
873,965 people · San Francisco County · median home $1,394,500 · income $140,970 · Jan low 46°F
Full San Francisco, California profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
3Philadelphia, Pennsylvania
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Philadelphia is a city of 1,603,797 people in Philadelphia County, Pennsylvania. It also ranks more vibrant than 99% of Pennsylvania towns and better transit than 99% of Pennsylvania towns.
1,603,797 people · Philadelphia County · median home $243,100 · income $61,953 · Jan low 28°F · 16 in snow
Full Philadelphia, Pennsylvania profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
2Chicago, Illinois
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) Chicago is a city of 2,746,388 people in Cook County, Illinois. It also ranks hipper than 99% of Illinois towns and better transit than 99% of Illinois towns.
2,746,388 people · Cook County · median home $334,100 · income $77,902 · Jan low 19°F · 39 in snow
Full Chicago, Illinois profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
1New York, New York
More walkable than 100% of U.S. towns

Aerial: USDA NAIP (public domain) New York is a city of 8,804,190 people in Kings County, New York. It also ranks better transit than 100% of New York towns and more vibrant than 99% of New York towns.
8,804,190 people · Kings County · median home $777,600 · income $80,483 · Jan low 28°F · 25 in snow
Full New York, New York profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns.
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- U.S. Census Bureau, American Community Survey 5-year estimates (2020–2024)
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- NOAA NCEI U.S. Climate Normals (1991–2020)
- NOAA NCEI Storm Events Database (1950–2026)
- FEMA OpenFEMA Disaster Declarations (this product uses the FEMA OpenFEMA API but is not endorsed by FEMA) (1953–2026)
- NCES Common Core of Data (2023–24)
- BLS Quarterly Census of Employment and Wages; USDA ERS county unemployment (BLS LAUS) (2000–2024)
- The Town Files lifestyle rankings, built from federal demographic, school, crime and housing data (2025)