The 50 Most Walkable Small Towns in America With Little Snow
Ranked on The Town Files lifestyle rankings among 7,696 towns of 500–10,000 people in the U.S., scoring every town on all of these at once. #1 is Kensington, CA.
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50Jacinto City, Texas
Walkability: 94th percentile · Snow per year (in): 100th percentile
Jacinto City is a city of 9,613 people in Harris County, Texas. Homes have a median value of $156,200 against household income of $47,318; January lows average 44°F.
9,613 people · Harris County · median home $156,200 · income $47,318 · Jan low 44°F · 0 in snow
Full Jacinto City, Texas profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
49Charter Oak, California
Walkability: 94th percentile · Snow per year (in): 100th percentile
Charter Oak is a community of 9,739 people in Los Angeles County, California. Homes have a median value of $606,200 against household income of $88,393; January lows average 43°F.
9,739 people · Los Angeles County · median home $606,200 · income $88,393 · Jan low 43°F · 0 in snow
Full Charter Oak, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
48Cambrian Park, California
Walkability: 94th percentile · Snow per year (in): 100th percentile
Cambrian Park is a community of 3,719 people in Santa Clara County, California. Homes have a median value of $2,000,001 against household income of $192,731; January lows average 40°F.
3,719 people · Santa Clara County · median home $2,000,001 · income $192,731 · Jan low 40°F · 0 in snow
Full Cambrian Park, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
47Roosevelt Gardens, Florida
Walkability: 94th percentile · Snow per year (in): 100th percentile
Roosevelt Gardens is a community of 2,749 people in Broward County, Florida. Homes have a median value of $309,600 against household income of $49,821; January lows average 58°F.
2,749 people · Broward County · median home $309,600 · income $49,821 · Jan low 58°F · 0 in snow
Full Roosevelt Gardens, Florida profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
46Bal Harbour, Florida
Walkability: 94th percentile · Snow per year (in): 100th percentile

Photo: Alexf (public domain, Wikimedia Commons) Bal Harbour is a village of 3,093 people in Miami-Dade County, Florida. Homes have a median value of $1,823,500 against household income of $80,806; January lows average 61°F.
3,093 people · Miami-Dade County · median home $1,823,500 · income $80,806 · Jan low 61°F · 0 in snow
Full Bal Harbour, Florida profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
45Kennedy, California
Walkability: 94th percentile · Snow per year (in): 100th percentile
Kennedy is a community of 3,223 people in San Joaquin County, California. Homes have a median value of $355,000 against household income of $70,213; January lows average 39°F.
3,223 people · San Joaquin County · median home $355,000 · income $70,213 · Jan low 39°F · 0 in snow
Full Kennedy, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
44Old Fig Garden, California
Walkability: 94th percentile · Snow per year (in): 100th percentile
Old Fig Garden is a community of 5,477 people in Fresno County, California. Homes have a median value of $512,700 against household income of $105,781; January lows average 41°F.
5,477 people · Fresno County · median home $512,700 · income $105,781 · Jan low 41°F · 0 in snow
Full Old Fig Garden, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
43West Athens, California
Walkability: 94th percentile · Snow per year (in): 100th percentile
West Athens is a community of 9,393 people in Los Angeles County, California. Homes have a median value of $718,100 against household income of $67,201; January lows average 49°F.
9,393 people · Los Angeles County · median home $718,100 · income $67,201 · Jan low 49°F · 0 in snow
Full West Athens, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
42Westview, Florida
Walkability: 94th percentile · Snow per year (in): 100th percentile
Westview is a community of 9,923 people in Miami-Dade County, Florida. Homes have a median value of $379,400 against household income of $57,563; January lows average 59°F.
9,923 people · Miami-Dade County · median home $379,400 · income $57,563 · Jan low 59°F · 0 in snow
Full Westview, Florida profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
41Bystrom, California
Walkability: 95th percentile · Snow per year (in): 100th percentile
Bystrom is a community of 3,957 people in Stanislaus County, California. Homes have a median value of $319,400 against household income of $49,094; January lows average 39°F.
3,957 people · Stanislaus County · median home $319,400 · income $49,094 · Jan low 39°F · 0 in snow
Full Bystrom, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
40Mayflower Village, California
Walkability: 95th percentile · Snow per year (in): 100th percentile
Mayflower Village is a community of 5,402 people in Los Angeles County, California. Homes have a median value of $889,200 against household income of $105,242; January lows average 46°F.
5,402 people · Los Angeles County · median home $889,200 · income $105,242 · Jan low 46°F · 0 in snow
Full Mayflower Village, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
39Bay Harbor Islands, Florida
Walkability: 95th percentile · Snow per year (in): 100th percentile
Bay Harbor Islands is a town of 5,922 people in Miami-Dade County, Florida. Homes have a median value of $653,500 against household income of $89,663; January lows average 61°F.
5,922 people · Miami-Dade County · median home $653,500 · income $89,663 · Jan low 61°F · 0 in snow
Full Bay Harbor Islands, Florida profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
38Ladera Heights, California
Walkability: 95th percentile · Snow per year (in): 100th percentile
Ladera Heights is a community of 6,654 people in Los Angeles County, California. Homes have a median value of $1,661,600 against household income of $167,065; January lows average 48°F.
6,654 people · Los Angeles County · median home $1,661,600 · income $167,065 · Jan low 48°F · 0 in snow
Full Ladera Heights, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
37Contra Costa Centre, California
Walkability: 95th percentile · Snow per year (in): 100th percentile
Contra Costa Centre is a community of 6,808 people in Contra Costa County, California. Homes have a median value of $733,300 against household income of $121,313; January lows average 42°F.
6,808 people · Contra Costa County · median home $733,300 · income $121,313 · Jan low 42°F · 0 in snow
Full Contra Costa Centre, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
36Castroville, California
Walkability: 95th percentile · Snow per year (in): 100th percentile
Castroville is a community of 7,515 people in Monterey County, California. Homes have a median value of $617,100 against household income of $89,354; January lows average 41°F.
7,515 people · Monterey County · median home $617,100 · income $89,354 · Jan low 41°F · 0 in snow
Full Castroville, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
35Broadview Park, Florida
Walkability: 95th percentile · Snow per year (in): 100th percentile
Broadview Park is a community of 7,670 people in Broward County, Florida. Homes have a median value of $365,000 against household income of $73,786; January lows average 58°F.
7,670 people · Broward County · median home $365,000 · income $73,786 · Jan low 58°F · 0 in snow
Full Broadview Park, Florida profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
34Westgate, Florida
Walkability: 95th percentile · Snow per year (in): 100th percentile
Westgate is a community of 8,435 people in Palm Beach County, Florida. Homes have a median value of $251,300 against household income of $51,604; January lows average 58°F.
8,435 people · Palm Beach County · median home $251,300 · income $51,604 · Jan low 58°F · 0 in snow
Full Westgate, Florida profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
33University of California-Santa Barbara, California
Walkability: 95th percentile · Snow per year (in): 100th percentile
University of California-Santa Barbara is a community of 9,710 people in Santa Barbara County, California. Homes have a median value of $452,900 against household income of $69,327; January lows average 41°F.
9,710 people · Santa Barbara County · median home $452,900 · income $69,327 · Jan low 41°F · 0 in snow
Full University of California-Santa Barbara, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
32Ewa Villages, Hawaii
Walkability: 96th percentile · Snow per year (in): 100th percentile
Ewa Villages is a community of 7,825 people in Honolulu County, Hawaii. Homes have a median value of $867,600 against household income of $88,813; January lows average 65°F.
7,825 people · Honolulu County · median home $867,600 · income $88,813 · Jan low 65°F · 0 in snow
Full Ewa Villages, Hawaii profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
31Sonoma State University, California
Walkability: 96th percentile · Snow per year (in): 100th percentile
Sonoma State University is a community of 2,679 people in Sonoma County, California. Homes have a median value of — against household income of —; January lows average 39°F.
2,679 people · Sonoma County · median home — · income — · Jan low 39°F · 0 in snow
Full Sonoma State University, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
30Broadmoor, California
Walkability: 96th percentile · Snow per year (in): 100th percentile
Broadmoor is a community of 4,411 people in San Mateo County, California. Homes have a median value of $1,254,600 against household income of $167,396; January lows average 46°F.
4,411 people · San Mateo County · median home $1,254,600 · income $167,396 · Jan low 46°F · 0 in snow
Full Broadmoor, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
29South Monrovia Island, California
Walkability: 96th percentile · Snow per year (in): 100th percentile
South Monrovia Island is a community of 6,515 people in Los Angeles County, California. Homes have a median value of $680,900 against household income of $104,444; January lows average 46°F.
6,515 people · Los Angeles County · median home $680,900 · income $104,444 · Jan low 46°F · 0 in snow
Full South Monrovia Island, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
28West Modesto, California
Walkability: 96th percentile · Snow per year (in): 100th percentile
West Modesto is a community of 5,965 people in Stanislaus County, California. Homes have a median value of $304,700 against household income of $61,440; January lows average 39°F.
5,965 people · Stanislaus County · median home $304,700 · income $61,440 · Jan low 39°F · 0 in snow
Full West Modesto, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
27West Loch Estate, Hawaii
Walkability: 96th percentile · Snow per year (in): 100th percentile
West Loch Estate is a community of 5,523 people in Honolulu County, Hawaii. Homes have a median value of $855,100 against household income of $122,422; January lows average 62°F.
5,523 people · Honolulu County · median home $855,100 · income $122,422 · Jan low 62°F · 0 in snow
Full West Loch Estate, Hawaii profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
26East Richmond Heights, California
Walkability: 96th percentile · Snow per year (in): 100th percentile
East Richmond Heights is a community of 3,460 people in Contra Costa County, California. Homes have a median value of $915,400 against household income of $134,632; January lows average 44°F.
3,460 people · Contra Costa County · median home $915,400 · income $134,632 · Jan low 44°F · 0 in snow
Full East Richmond Heights, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
25South Tucson, Arizona
Walkability: 96th percentile · Snow per year (in): 100th percentile

Photo: Rgper22008 (public domain, Wikimedia Commons) South Tucson is a city of 4,613 people in Pima County, Arizona. Homes have a median value of $167,000 against household income of $33,598; January lows average 42°F.
4,613 people · Pima County · median home $167,000 · income $33,598 · Jan low 42°F · 0 in snow
Full South Tucson, Arizona profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
24Guadalupe, Arizona
Walkability: 96th percentile · Snow per year (in): 100th percentile
Guadalupe is a town of 5,322 people in Maricopa County, Arizona. Homes have a median value of $271,300 against household income of $51,354; January lows average 39°F.
5,322 people · Maricopa County · median home $271,300 · income $51,354 · Jan low 39°F · 0 in snow
Full Guadalupe, Arizona profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
23Alondra Park, California
Walkability: 96th percentile · Snow per year (in): 100th percentile
Alondra Park is a community of 8,569 people in Los Angeles County, California. Homes have a median value of $835,100 against household income of $87,169; January lows average 49°F.
8,569 people · Los Angeles County · median home $835,100 · income $87,169 · Jan low 49°F · 0 in snow
Full Alondra Park, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
22Midway City, California
Walkability: 96th percentile · Snow per year (in): 100th percentile

Photo: Uzma Gamal (public domain, Wikimedia Commons) Midway City is a community of 8,825 people in Orange County, California. Homes have a median value of $788,600 against household income of $66,635; January lows average 49°F.
8,825 people · Orange County · median home $788,600 · income $66,635 · Jan low 49°F · 0 in snow
Full Midway City, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
21Twin Lakes, California
Walkability: 97th percentile · Snow per year (in): 100th percentile
Twin Lakes is a community of 4,944 people in Santa Cruz County, California. Homes have a median value of $959,100 against household income of $90,087; January lows average 41°F.
4,944 people · Santa Cruz County · median home $959,100 · income $90,087 · Jan low 41°F · 0 in snow
Full Twin Lakes, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
20Tara Hills, California
Walkability: 97th percentile · Snow per year (in): 100th percentile
Tara Hills is a community of 5,364 people in Contra Costa County, California. Homes have a median value of $661,200 against household income of $101,747; January lows average 44°F.
5,364 people · Contra Costa County · median home $661,200 · income $101,747 · Jan low 44°F · 0 in snow
Full Tara Hills, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
19Montalvin Manor, California
Walkability: 97th percentile · Snow per year (in): 100th percentile
Montalvin Manor is a community of 3,099 people in Contra Costa County, California. Homes have a median value of $438,600 against household income of $79,542; January lows average 44°F.
3,099 people · Contra Costa County · median home $438,600 · income $79,542 · Jan low 44°F · 0 in snow
Full Montalvin Manor, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
18Mayfair, California
Walkability: 97th percentile · Snow per year (in): 100th percentile
Mayfair is a community of 4,831 people in Fresno County, California. Homes have a median value of $283,300 against household income of $62,191; January lows average 41°F.
4,831 people · Fresno County · median home $283,300 · income $62,191 · Jan low 41°F · 0 in snow
Full Mayfair, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
17North El Monte, California
Walkability: 97th percentile · Snow per year (in): 100th percentile
North El Monte is a community of 3,730 people in Los Angeles County, California. Homes have a median value of $863,400 against household income of $99,447; January lows average 46°F.
3,730 people · Los Angeles County · median home $863,400 · income $99,447 · Jan low 46°F · 0 in snow
Full North El Monte, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
16West Menlo Park, California
Walkability: 97th percentile · Snow per year (in): 100th percentile
West Menlo Park is a community of 3,930 people in San Mateo County, California. Homes have a median value of $2,000,001 against household income of $250,001; January lows average 39°F.
3,930 people · San Mateo County · median home $2,000,001 · income $250,001 · Jan low 39°F · 0 in snow
Full West Menlo Park, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
15West Miami, Florida
Walkability: 97th percentile · Snow per year (in): 100th percentile
West Miami is a city of 7,233 people in Miami-Dade County, Florida. Homes have a median value of $488,800 against household income of $61,274; January lows average 61°F.
7,233 people · Miami-Dade County · median home $488,800 · income $61,274 · Jan low 61°F · 0 in snow
Full West Miami, Florida profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
14August, California
Walkability: 97th percentile · Snow per year (in): 100th percentile
August is a community of 8,628 people in San Joaquin County, California. Homes have a median value of $296,100 against household income of $53,173; January lows average 39°F.
8,628 people · San Joaquin County · median home $296,100 · income $53,173 · Jan low 39°F · 0 in snow
Full August, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
13Pleasure Point, California
Walkability: 98th percentile · Snow per year (in): 100th percentile
Pleasure Point is a community of 5,821 people in Santa Cruz County, California. Homes have a median value of $1,183,600 against household income of $119,821; January lows average 41°F.
5,821 people · Santa Cruz County · median home $1,183,600 · income $119,821 · Jan low 41°F · 0 in snow
Full Pleasure Point, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
12Fruitridge Pocket, California
Walkability: 98th percentile · Snow per year (in): 100th percentile
Fruitridge Pocket is a community of 6,102 people in Sacramento County, California. Homes have a median value of $362,200 against household income of $62,528; January lows average 41°F.
6,102 people · Sacramento County · median home $362,200 · income $62,528 · Jan low 41°F · 0 in snow
Full Fruitridge Pocket, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
11East Pasadena, California
Walkability: 98th percentile · Snow per year (in): 100th percentile
East Pasadena is a community of 6,021 people in Los Angeles County, California. Homes have a median value of $1,069,200 against household income of $109,136; January lows average 46°F.
6,021 people · Los Angeles County · median home $1,069,200 · income $109,136 · Jan low 46°F · 0 in snow
Full East Pasadena, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
10Bret Harte, California
Walkability: 98th percentile · Snow per year (in): 100th percentile
Bret Harte is a community of 5,135 people in Stanislaus County, California. Homes have a median value of $334,700 against household income of $52,500; January lows average 39°F.
5,135 people · Stanislaus County · median home $334,700 · income $52,500 · Jan low 39°F · 0 in snow
Full Bret Harte, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
9Capitola, California
Walkability: 98th percentile · Snow per year (in): 100th percentile
Capitola is a city of 9,938 people in Santa Cruz County, California. Homes have a median value of $783,000 against household income of $102,976; January lows average 41°F.
9,938 people · Santa Cruz County · median home $783,000 · income $102,976 · Jan low 41°F · 0 in snow
Full Capitola, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
8Mountain View, California
Walkability: 98th percentile · Snow per year (in): 100th percentile
Mountain View is a community of 2,622 people in Contra Costa County, California. Homes have a median value of $590,100 against household income of $94,046; January lows average 35°F.
2,622 people · Contra Costa County · median home $590,100 · income $94,046 · Jan low 35°F · 0 in snow
Full Mountain View, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
7Surfside, Florida
Walkability: 98th percentile · Snow per year (in): 100th percentile
Surfside is a town of 5,689 people in Miami-Dade County, Florida. Homes have a median value of $881,700 against household income of $100,208; January lows average 61°F.
5,689 people · Miami-Dade County · median home $881,700 · income $100,208 · Jan low 61°F · 0 in snow
Full Surfside, Florida profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
6Sausalito, California
Walkability: 98th percentile · Snow per year (in): 100th percentile

Photo: en:User:Squirrel 22 (public domain, Wikimedia Commons) Sausalito is a city of 7,269 people in Marin County, California. Homes have a median value of $1,894,600 against household income of $182,357; January lows average 47°F.
7,269 people · Marin County · median home $1,894,600 · income $182,357 · Jan low 47°F · 0 in snow
Full Sausalito, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
5South San Gabriel, California
Walkability: 98th percentile · Snow per year (in): 100th percentile
South San Gabriel is a community of 7,920 people in Los Angeles County, California. Homes have a median value of $690,400 against household income of $76,806; January lows average 46°F.
7,920 people · Los Angeles County · median home $690,400 · income $76,806 · Jan low 46°F · 0 in snow
Full South San Gabriel, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
4North Bay Village, Florida
Walkability: 98th percentile · Snow per year (in): 100th percentile
North Bay Village is a city of 8,159 people in Miami-Dade County, Florida. Homes have a median value of $464,200 against household income of $84,405; January lows average 61°F.
8,159 people · Miami-Dade County · median home $464,200 · income $84,405 · Jan low 61°F · 0 in snow
Full North Bay Village, Florida profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
3Rollingwood, California
Walkability: 99th percentile · Snow per year (in): 100th percentile
Rollingwood is a community of 3,015 people in Contra Costa County, California. Homes have a median value of $600,000 against household income of $99,830; January lows average 44°F.
3,015 people · Contra Costa County · median home $600,000 · income $99,830 · Jan low 44°F · 0 in snow
Full Rollingwood, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
2Burbank, California
Walkability: 99th percentile · Snow per year (in): 100th percentile
Burbank is a community of 4,940 people in Santa Clara County, California. Homes have a median value of $1,104,600 against household income of $134,518; January lows average 43°F.
4,940 people · Santa Clara County · median home $1,104,600 · income $134,518 · Jan low 43°F · 0 in snow
Full Burbank, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking. -
1Kensington, California
Walkability: 99th percentile · Snow per year (in): 100th percentile
Kensington is a community of 5,428 people in Contra Costa County, California. Homes have a median value of $1,539,000 against household income of $237,130; January lows average 43°F.
5,428 people · Contra Costa County · median home $1,539,000 · income $237,130 · Jan low 43°F · 0 in snow
Full Kensington, California profile: weather, storms, schools, jobs →
Percentile vs U.S. towns on each part of this ranking.
Price vs ranking
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Same ranking, other places
- The 25 Most Walkable Small Towns in Pennsylvania With Little Snow
- The 25 Most Walkable Small Towns in New York With Little Snow
- The 25 Most Walkable Small Towns in Michigan With Little Snow
- The 25 Most Walkable Small Towns in New Jersey With Little Snow
- U.S. Census Bureau, American Community Survey 5-year estimates (2020–2024)
- U.S. Census Bureau, 2020 Census and 2025 Gazetteer (2020 / 2025)
- 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)