The 50 Best Towns for First-Time Home Buyers in America
Ranked on The Town Files lifestyle rankings among 3,996 towns of 10,000–50,000 people in the U.S.. #1 is Knightdale, NC.
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50Saco, Maine
Better for first-time buyers than 97% of U.S. towns
Saco is a city of 20,381 people in York County, Maine. It also ranks more walkable than 96% of Maine towns and more vibrant than 93% of Maine towns.
20,381 people · York County · median home $413,100 · income $92,241 · Jan low 16°F · 65 in snow
The Town Files lifestyle rankings, percentile vs U.S. towns. -
49Westbrook, Maine
Better for first-time buyers than 97% of U.S. towns
Westbrook is a city of 20,400 people in Cumberland County, Maine. It also ranks more walkable than 98% of Maine towns and more vibrant than 96% of Maine towns.
20,400 people · Cumberland County · median home $383,300 · income $85,038 · Jan low 16°F · 69 in snow
Full Westbrook, Maine profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
48Yucca Valley, California
Better for first-time buyers than 97% of U.S. towns
Yucca Valley is a town of 21,738 people in San Bernardino County, California. It also ranks better for a vacation home than 83% of California towns and easier by car than 82% of California towns.
21,738 people · San Bernardino County · median home $363,400 · income $59,563 · Jan low 38°F · 2 in snow
Full Yucca Valley, California profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
47Barnegat, New Jersey
Better for first-time buyers than 97% of U.S. towns

Photo: David Ames 1991 (public domain, Wikimedia Commons) Barnegat is a township of 24,296 people in Ocean County, New Jersey. It also ranks better for a vacation home than 91% of New Jersey towns and better for cycling than 90% of New Jersey towns.
24,296 people · Ocean County · median home $399,000 · income $91,540 · Jan low 22°F · 10 in snow
Full Barnegat, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
46Hutto, Texas
Better for first-time buyers than 97% of U.S. towns
Hutto is a city of 27,577 people in Williamson County, Texas. It also ranks more of a college town than 96% of Texas towns and more upscale than 85% of Texas towns.
27,577 people · Williamson County · median home $365,700 · income $118,834 · Jan low 37°F · 0 in snow
The Town Files lifestyle rankings, percentile vs U.S. towns. -
45Naugatuck, Connecticut
Better for first-time buyers than 97% of U.S. towns
Naugatuck is a borough of 31,519 people, Connecticut. It also ranks more vibrant than 83% of Connecticut towns and more walkable than 82% of Connecticut towns.
31,519 people · median home $259,100 · income $96,324 · Jan low 20°F · 45 in snow
Full Naugatuck, Connecticut profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
44Douglasville, Georgia
Better for first-time buyers than 97% of U.S. towns
Douglasville is a city of 34,650 people in Douglas County, Georgia. It also ranks better for young professionals than 84% of Georgia towns and more vibrant than 84% of Georgia towns.
34,650 people · Douglas County · median home $359,200 · income $79,107 · Jan low 32°F · 2 in snow
Full Douglasville, Georgia profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
43East Point, Georgia
Better for first-time buyers than 97% of U.S. towns
East Point is a city of 38,358 people in Fulton County, Georgia. It also ranks better transit than 99% of Georgia towns and more walkable than 98% of Georgia towns.
38,358 people · Fulton County · median home $281,600 · income $68,598 · Jan low 36°F · 2 in snow
Full East Point, Georgia profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
42Lake Hopatcong, New Jersey
Better for first-time buyers than 98% of U.S. towns
Lake Hopatcong is a community of 10,232 people in Morris County, New Jersey. It also ranks quieter than 82% of New Jersey towns and better for families than 81% of New Jersey towns.
10,232 people · Morris County · median home $424,200 · income $117,625 · Jan low 19°F · 28 in snow
Full Lake Hopatcong, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
41Essex Junction, Vermont
Better for first-time buyers than 98% of U.S. towns
Essex Junction is a city of 10,590 people in Chittenden County, Vermont. It also ranks more vibrant than 98% of Vermont towns and more walkable than 97% of Vermont towns.
10,590 people · Chittenden County · median home $407,500 · income $89,257 · Jan low 10°F · 86 in snow
Full Essex Junction, Vermont profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
40West Perrine, Florida
Better for first-time buyers than 98% of U.S. towns
West Perrine is a community of 10,602 people in Miami-Dade County, Florida. It also ranks more walkable than 91% of Florida towns and better transit than 89% of Florida towns.
10,602 people · Miami-Dade County · median home $411,500 · income $66,997 · Jan low 55°F · 0 in snow
Full West Perrine, Florida profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
39Springdale, Ohio
Better for first-time buyers than 98% of U.S. towns
Springdale is a city of 11,007 people in Hamilton County, Ohio. It also ranks more vibrant than 97% of Ohio towns and better transit than 81% of Ohio towns.
11,007 people · Hamilton County · median home $192,000 · income $67,903 · Jan low 22°F · 14 in snow
Full Springdale, Ohio profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
38Pompton Lakes, New Jersey
Better for first-time buyers than 98% of U.S. towns
Pompton Lakes is a borough of 11,127 people in Passaic County, New Jersey. It also ranks more of a college town than 92% of New Jersey towns and easier by car than 83% of New Jersey towns.
11,127 people · Passaic County · median home $442,400 · income $124,454 · Jan low 20°F · 28 in snow
Full Pompton Lakes, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
37Dingman, Pennsylvania
Better for first-time buyers than 98% of U.S. towns
Dingman is a township of 12,490 people in Pike County, Pennsylvania. It also ranks better for a vacation home than 99% of Pennsylvania towns and better for families than 96% of Pennsylvania towns.
12,490 people · Pike County · median home $286,500 · income $100,972 · Jan low 16°F · 42 in snow
Full Dingman, Pennsylvania profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
36Upper, New Jersey
Better for first-time buyers than 98% of U.S. towns

Photo: Smallbones (public domain, Wikimedia Commons) Upper is a township of 12,539 people in Cape May County, New Jersey. It also ranks better for a vacation home than 93% of New Jersey towns and quieter than 90% of New Jersey towns.
12,539 people · Cape May County · median home $411,500 · income $111,991 · Jan low 23°F · 20 in snow
Full Upper, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
35Palmetto, Florida
Better for first-time buyers than 98% of U.S. towns
Palmetto is a city of 13,323 people in Manatee County, Florida. It also ranks more vibrant than 81% of Florida towns and more seaside character than 79% of Florida towns.
13,323 people · Manatee County · median home $313,400 · income $62,621 · Jan low 52°F · 0 in snow
Full Palmetto, Florida profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
34Lockhart, Florida
Better for first-time buyers than 98% of U.S. towns
Lockhart is a community of 14,058 people in Orange County, Florida. It also ranks better transit than 86% of Florida towns and more walkable than 73% of Florida towns.
14,058 people · Orange County · median home $264,800 · income $69,602 · Jan low 52°F · 0 in snow
Full Lockhart, Florida profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
33Port Royal, South Carolina
Better for first-time buyers than 98% of U.S. towns
Port Royal is a town of 14,220 people in Beaufort County, South Carolina. It also ranks better for young professionals than 97% of South Carolina towns and more seaside character than 94% of South Carolina towns.
14,220 people · Beaufort County · median home $347,200 · income $74,870 · Jan low 40°F · 0 in snow
Full Port Royal, South Carolina profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
32Bellair-Meadowbrook Terrace, Florida
Better for first-time buyers than 98% of U.S. towns
Bellair-Meadowbrook Terrace is a community of 14,482 people in Clay County, Florida. It also ranks more vibrant than 93% of Florida towns and better for young professionals than 84% of Florida towns.
14,482 people · Clay County · median home $224,900 · income $59,388 · Jan low 47°F · 0 in snow
Full Bellair-Meadowbrook Terrace, Florida profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
31Monroe, Georgia
Better for first-time buyers than 98% of U.S. towns
Monroe is a city of 14,928 people in Walton County, Georgia. The median home is worth $259,300 (typical Georgia town: $202,650).
14,928 people · Walton County · median home $259,300 · income $44,656 · Jan low 32°F · 1 in snow
Full Monroe, Georgia profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
30Hendersonville, North Carolina
Better for first-time buyers than 98% of U.S. towns
Hendersonville is a city of 15,137 people in Henderson County, North Carolina. It also ranks more walkable than 98% of North Carolina towns and hipper than 98% of North Carolina towns.
15,137 people · Henderson County · median home $317,000 · income $53,449 · Jan low 27°F · 7 in snow
Full Hendersonville, North Carolina profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
29Durham, New Hampshire
Better for first-time buyers than 98% of U.S. towns
Durham is a town of 15,490 people in Strafford County, New Hampshire. It also ranks hipper than 98% of New Hampshire towns and more walkable than 97% of New Hampshire towns.
15,490 people · Strafford County · median home $504,300 · income $124,056 · Jan low 14°F · 39 in snow
Full Durham, New Hampshire profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
28Ladson, South Carolina
Better for first-time buyers than 98% of U.S. towns
Ladson is a community of 15,550 people in Berkeley County, South Carolina. It also ranks more walkable than 90% of South Carolina towns and better for cycling than 75% of South Carolina towns.
15,550 people · Berkeley County · median home $234,900 · income $78,760 · Jan low 35°F · 0 in snow
Full Ladson, South Carolina profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
27South Venice, Florida
Better for first-time buyers than 98% of U.S. towns
South Venice is a community of 15,619 people in Sarasota County, Florida. It also ranks better for families than 95% of Florida towns and better for a vacation home than 76% of Florida towns.
15,619 people · Sarasota County · median home $337,300 · income $77,097 · Jan low 52°F · 0 in snow
Full South Venice, Florida profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
26Lithia Springs, Georgia
Better for first-time buyers than 98% of U.S. towns
Lithia Springs is a community of 16,644 people in Douglas County, Georgia. It also ranks more vibrant than 89% of Georgia towns and hipper than 88% of Georgia towns.
16,644 people · Douglas County · median home $220,000 · income $62,417 · Jan low 32°F · 1 in snow
Full Lithia Springs, Georgia profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
25Ocean Acres, New Jersey
Better for first-time buyers than 98% of U.S. towns
Ocean Acres is a community of 18,185 people in Ocean County, New Jersey. It also ranks easier by car than 78% of New Jersey towns.
18,185 people · Ocean County · median home $402,500 · income $121,924 · Jan low 27°F · 10 in snow
Full Ocean Acres, New Jersey profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
24Augusta, Maine
Better for first-time buyers than 98% of U.S. towns
Augusta is a city of 18,899 people in Kennebec County, Maine. It also ranks more vibrant than 96% of Maine towns and more walkable than 92% of Maine towns.
18,899 people · Kennebec County · median home $201,000 · income $47,979 · Jan low 12°F · 69 in snow
Full Augusta, Maine profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
23Bethel, Connecticut
Better for first-time buyers than 98% of U.S. towns
Bethel is a town of 20,358 people, Connecticut. It also ranks more of a college town than 86% of Connecticut towns and better transit than 82% of Connecticut towns.
20,358 people · median home $434,600 · income $116,541 · Jan low 21°F · 49 in snow
Full Bethel, Connecticut profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
22Lealman, Florida
Better for first-time buyers than 98% of U.S. towns
Lealman is a community of 21,189 people in Pinellas County, Florida. It also ranks more walkable than 94% of Florida towns and hipper than 93% of Florida towns.
21,189 people · Pinellas County · median home $196,400 · income $45,308 · Jan low 54°F · 0 in snow
Full Lealman, Florida profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
21Park Forest, Illinois
Better for first-time buyers than 98% of U.S. towns
Park Forest is a village of 21,687 people in Cook County, Illinois. It also ranks better transit than 90% of Illinois towns and more walkable than 80% of Illinois towns.
21,687 people · Cook County · median home $115,300 · income $61,072 · Jan low 15°F · 28 in snow
Full Park Forest, Illinois profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
20Clayton, North Carolina
Better for first-time buyers than 98% of U.S. towns
Clayton is a town of 26,307 people in Johnston County, North Carolina. It also ranks better for young professionals than 88% of North Carolina towns and more of a college town than 88% of North Carolina towns.
26,307 people · Johnston County · median home $329,600 · income $78,822 · Jan low 30°F · 3 in snow
Full Clayton, North Carolina profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
19East Lake-Orient Park, Florida
Better for first-time buyers than 98% of U.S. towns
East Lake-Orient Park is a community of 28,050 people in Hillsborough County, Florida. It also ranks better for young professionals than 90% of Florida towns and better for cycling than 85% of Florida towns.
28,050 people · Hillsborough County · median home $233,200 · income $56,573 · Jan low 53°F · 0 in snow
Full East Lake-Orient Park, Florida profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
18Redan, Georgia
Better for first-time buyers than 98% of U.S. towns
Redan is a community of 31,749 people in DeKalb County, Georgia. It also ranks better transit than 95% of Georgia towns and more walkable than 92% of Georgia towns.
31,749 people · DeKalb County · median home $233,900 · income $65,227 · Jan low 33°F · 1 in snow
Full Redan, Georgia profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
17Dover, New Hampshire
Better for first-time buyers than 98% of U.S. towns
Dover is a city of 32,741 people in Strafford County, New Hampshire. It also ranks more walkable than 95% of New Hampshire towns and better for young professionals than 95% of New Hampshire towns.
32,741 people · Strafford County · median home $436,700 · income $94,829 · Jan low 15°F · 39 in snow
Full Dover, New Hampshire profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
16Darby, Pennsylvania
Better for first-time buyers than 99% of U.S. towns

Photo: Smallbones at en.wikipedia (public domain, Wikimedia Commons) Darby is a borough of 10,715 people in Delaware County, Pennsylvania. It also ranks better transit than 100% of Pennsylvania towns and more walkable than 99% of Pennsylvania towns.
10,715 people · Delaware County · median home $117,900 · income $39,863 · Jan low 26°F · 23 in snow
Full Darby, Pennsylvania profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
15Port Wentworth, Georgia
Better for first-time buyers than 99% of U.S. towns
Port Wentworth is a city of 10,878 people in Chatham County, Georgia. It also ranks easier by car than 75% of Georgia towns and better for young professionals than 73% of Georgia towns.
10,878 people · Chatham County · median home $228,100 · income $79,731 · Jan low 40°F · 0 in snow
Full Port Wentworth, Georgia profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
14Lansdowne, Pennsylvania
Better for first-time buyers than 99% of U.S. towns
Lansdowne is a borough of 11,107 people in Delaware County, Pennsylvania. It also ranks more walkable than 100% of Pennsylvania towns and better transit than 100% of Pennsylvania towns.
11,107 people · Delaware County · median home $210,500 · income $73,232 · Jan low 26°F · 23 in snow
Full Lansdowne, Pennsylvania profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
13Tucson Estates, Arizona
Better for first-time buyers than 99% of U.S. towns
Tucson Estates is a community of 12,069 people in Pima County, Arizona. It also ranks better for cycling than 81% of Arizona towns and more vibrant than 71% of Arizona towns.
12,069 people · Pima County · median home $205,400 · income $66,582 · Jan low 41°F · 0 in snow
Full Tucson Estates, Arizona profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
12Finneytown, Ohio
Better for first-time buyers than 99% of U.S. towns
Finneytown is a community of 12,399 people in Hamilton County, Ohio. It also ranks more vibrant than 88% of Ohio towns and hipper than 86% of Ohio towns.
12,399 people · Hamilton County · median home $207,100 · income $83,424 · Jan low 22°F · 16 in snow
Full Finneytown, Ohio profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
11Oak Grove, South Carolina
Better for first-time buyers than 99% of U.S. towns
Oak Grove is a community of 12,899 people in Lexington County, South Carolina. It also ranks more upscale than 83% of South Carolina towns and more vibrant than 80% of South Carolina towns.
12,899 people · Lexington County · median home $210,300 · income $74,554 · Jan low 35°F · 1 in snow
Full Oak Grove, South Carolina profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
10Manor, Texas
Better for first-time buyers than 99% of U.S. towns
Manor is a city of 13,652 people in Travis County, Texas. It also ranks more upscale than 78% of Texas towns and better for families than 70% of Texas towns.
13,652 people · Travis County · median home $347,900 · income $84,529 · Jan low 39°F · 0 in snow
The Town Files lifestyle rankings, percentile vs U.S. towns. -
9Cypress Lake, Florida
Better for first-time buyers than 99% of U.S. towns
Cypress Lake is a community of 13,727 people in Lee County, Florida. It also ranks hipper than 93% of Florida towns and better for a vacation home than 88% of Florida towns.
13,727 people · Lee County · median home $258,900 · income $62,590 · Jan low 54°F
Full Cypress Lake, Florida profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
8Fairburn, Georgia
Better for first-time buyers than 99% of U.S. towns
Fairburn is a city of 16,483 people in Fulton County, Georgia. It also ranks better for young professionals than 91% of Georgia towns and better transit than 86% of Georgia towns.
16,483 people · Fulton County · median home $271,800 · income $91,897 · Jan low 36°F · 2 in snow
Full Fairburn, Georgia profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
7Villa Rica, Georgia
Better for first-time buyers than 99% of U.S. towns
Villa Rica is a city of 16,970 people in Carroll County, Georgia. It also ranks better transit than 81% of Georgia towns and more vibrant than 73% of Georgia towns.
16,970 people · Carroll County · median home $274,200 · income $87,803 · Jan low 32°F · 2 in snow
Full Villa Rica, Georgia profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
6Forest Park, Ohio
Better for first-time buyers than 99% of U.S. towns
Forest Park is a city of 20,189 people in Hamilton County, Ohio. It also ranks more vibrant than 96% of Ohio towns and better for young professionals than 87% of Ohio towns.
20,189 people · Hamilton County · median home $190,400 · income $75,956 · Jan low 22°F · 14 in snow
Full Forest Park, Ohio profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
5Coolbaugh, Pennsylvania
Better for first-time buyers than 99% of U.S. towns
Coolbaugh is a township of 20,805 people in Monroe County, Pennsylvania. It also ranks better for a vacation home than 92% of Pennsylvania towns and better transit than 79% of Pennsylvania towns.
20,805 people · Monroe County · median home $208,400 · income $82,615 · Jan low 15°F · 44 in snow
Full Coolbaugh, Pennsylvania profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
4Keene, New Hampshire
Better for first-time buyers than 99% of U.S. towns
Keene is a city of 23,047 people in Cheshire County, New Hampshire. It also ranks hipper than 100% of New Hampshire towns and more vibrant than 96% of New Hampshire towns.
23,047 people · Cheshire County · median home $252,500 · income $78,445 · Jan low 10°F · 60 in snow
Full Keene, New Hampshire profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
3Londonderry, New Hampshire
Better for first-time buyers than 99% of U.S. towns
Londonderry is a town of 25,826 people in Rockingham County, New Hampshire. It also ranks more upscale than 89% of New Hampshire towns and better transit than 88% of New Hampshire towns.
25,826 people · Rockingham County · median home $505,200 · income $132,556 · Jan low 17°F · 67 in snow
Full Londonderry, New Hampshire profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
2Lake Monticello, Virginia
Better for first-time buyers than 100% of U.S. towns
Lake Monticello is a community of 10,126 people in Fluvanna County, Virginia. It also ranks better for families than 91% of Virginia towns and more upscale than 73% of Virginia towns.
10,126 people · Fluvanna County · median home $325,900 · income $106,818 · Jan low 25°F · 12 in snow
Full Lake Monticello, Virginia profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns. -
1Knightdale, North Carolina
Better for first-time buyers than 100% of U.S. towns
Knightdale is a town of 19,435 people in Wake County, North Carolina. It also ranks better for young professionals than 97% of North Carolina towns and better for cycling than 89% of North Carolina towns.
19,435 people · Wake County · median home $380,100 · income $103,220 · Jan low 30°F · 3 in snow
Full Knightdale, North Carolina profile: weather, storms, schools, jobs →
The Town Files lifestyle rankings, percentile vs U.S. towns.
Price vs ranking
More U.S. rankings
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- 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)