Cities in California by share of adults with a bachelor's degree
Los Altos, CA had the highest share of adults with a bachelor's degree of 376 cities in 2022, at 86.4%. Mendota, CA had the lowest, at 3.6%. The median was 31.7% and the figure for California was 35.9%. Source: the U.S. Census Bureau.
Top 40 cities, 2022
Full ranking
| Rank | Cities | 2022 (%) | Change on 2021 |
|---|---|---|---|
| 1 | Los Altos, CA | 86.4 | +0.5 pts |
| 2 | Orinda, CA | 86.3 | -0.7 pts |
| 3 | Piedmont, CA | 84.8 | -0.8 pts |
| 4 | Cupertino, CA | 82.8 | +1.9 pts |
| 5 | Hillsborough, CA | 82.6 | -0.5 pts |
| 6 | Palo Alto, CA | 82.2 | -0.4 pts |
| 7 | San Marino, CA | 80.1 | -0.7 pts |
| 8 | Saratoga, CA | 79.9 | -0.6 pts |
| 9 | Moraga, CA | 79.9 | +2.7 pts |
| 10 | Palos Verdes Estates, CA | 79.9 | -1.6 pts |
| 11 | Hermosa Beach, CA | 78.3 | +0.5 pts |
| 12 | Manhattan Beach, CA | 78.2 | +0.3 pts |
| 13 | Mill Valley, CA | 75.9 | +0.5 pts |
| 14 | Lafayette, CA | 75.2 | +1.1 pts |
| 15 | Davis, CA | 75.2 | -1.9 pts |
| 16 | Albany, CA | 75.2 | +1.9 pts |
| 17 | Los Gatos, CA | 74.8 | +1.4 pts |
| 18 | Mountain View, CA | 74 | +1.9 pts |
| 19 | La Cañada Flintridge, CA | 73.8 | +0.2 pts |
| 20 | Berkeley, CA | 73.8 | +0.3 pts |
| 21 | Danville, CA | 72.7 | +2.3 pts |
| 22 | Emeryville, CA | 72.6 | +0.8 pts |
| 23 | Foster City, CA | 72.5 | +2.4 pts |
| 24 | Menlo Park, CA | 72.5 | -0.1 pts |
| 25 | South Pasadena, CA | 71.8 | +0.8 pts |
| 26 | Larkspur, CA | 71.5 | +0.1 pts |
| 27 | San Ramon, CA | 70.5 | +0.2 pts |
| 28 | Solana Beach, CA | 70.5 | +1.2 pts |
| 29 | San Anselmo, CA | 70.2 | -2.1 pts |
| 30 | Calabasas, CA | 70.1 | +3.9 pts |
| 31 | Irvine, CA | 70 | +1.4 pts |
| 32 | Walnut Creek, CA | 69.5 | -0.5 pts |
| 33 | Rancho Palos Verdes, CA | 68.9 | +0.5 pts |
| 34 | Dublin, CA | 68.9 | +1.3 pts |
| 35 | Belmont, CA | 68.5 | -0.7 pts |
| 36 | Pleasanton, CA | 68.1 | +1.9 pts |
| 37 | Newport Beach, CA | 68.1 | +0.3 pts |
| 38 | Sunnyvale, CA | 68 | +1.2 pts |
| 39 | Santa Monica, CA | 67.8 | -0.1 pts |
| 40 | Agoura Hills, CA | 67 | +1.7 pts |
| 41 | San Carlos, CA | 66.9 | -0.8 pts |
| 42 | El Cerrito, CA | 65.6 | +0.2 pts |
| 43 | Beverly Hills, CA | 65.5 | +1.3 pts |
| 44 | Laguna Beach, CA | 65 | -2.6 pts |
| 45 | Redondo Beach, CA | 65 | +0.3 pts |
| 46 | Encinitas, CA | 64.7 | +1.1 pts |
| 46 | Sierra Madre, CA | 64.7 | +1.3 pts |
| 48 | Santa Clara, CA | 64.6 | +1.4 pts |
| 49 | Coronado, CA | 64.4 | +0.3 pts |
| 50 | Burlingame, CA | 64.3 | -0.8 pts |
| 51 | Culver City, CA | 62.8 | +0.4 pts |
| 52 | Fremont, CA | 62 | +1.8 pts |
| 53 | West Hollywood, CA | 61.5 | +0.5 pts |
| 54 | El Segundo, CA | 61.3 | +4.7 pts |
| 55 | Alameda, CA | 59.8 | +0.5 pts |
| 56 | San Francisco, CA | 59.8 | +0.3 pts |
| 57 | Campbell, CA | 59.6 | +2.7 pts |
| 58 | Carlsbad, CA | 59.5 | 0 pts |
| 59 | San Mateo, CA | 58.2 | 0 pts |
| 60 | Truckee, CA | 57.8 | -0.7 pts |
| 61 | Claremont, CA | 57.6 | -0.1 pts |
| 62 | Clayton, CA | 57.2 | -0.6 pts |
| 63 | Pacific Grove, CA | 57.2 | +1.8 pts |
| 64 | Santa Cruz, CA | 57.1 | +0.5 pts |
| 65 | Laguna Niguel, CA | 56.6 | +0.7 pts |
| 66 | Aliso Viejo, CA | 56.5 | +0.2 pts |
| 67 | Milpitas, CA | 56.2 | +2.6 pts |
| 68 | Pleasant Hill, CA | 56 | 0 pts |
| 69 | Walnut, CA | 55.6 | -0.2 pts |
| 70 | Cerritos, CA | 55.2 | +1.3 pts |
| 71 | Yorba Linda, CA | 55.2 | +1.6 pts |
| 72 | Dana Point, CA | 55.2 | +1.9 pts |
| 73 | Arcadia, CA | 54.9 | -0.6 pts |
| 74 | Half Moon Bay, CA | 54.6 | +4.2 pts |
| 75 | Pasadena, CA | 54.5 | +1.1 pts |
| 76 | Monterey, CA | 54 | -0.1 pts |
| 77 | Folsom, CA | 53.9 | +2.1 pts |
| 78 | Scotts Valley, CA | 53.7 | +1.4 pts |
| 79 | Poway, CA | 53.5 | +1 pts |
| 80 | Redwood City, CA | 53.1 | +0.6 pts |
| 81 | San Luis Obispo, CA | 52.8 | +1.2 pts |
| 82 | Torrance, CA | 52.7 | +0.4 pts |
| 83 | Laguna Hills, CA | 52.7 | +1.8 pts |
| 84 | Diamond Bar, CA | 51.9 | -1.9 pts |
| 85 | Seal Beach, CA | 51.4 | +1.2 pts |
| 86 | Mission Viejo, CA | 51.2 | +0.3 pts |
| 87 | Laguna Woods, CA | 50.7 | -0.9 pts |
| 88 | Santa Barbara, CA | 50.6 | +0.1 pts |
| 89 | La Palma, CA | 50.3 | +2.9 pts |
| 90 | San Clemente, CA | 50 | -1.1 pts |
| 91 | Goleta, CA | 50 | +2 pts |
| 92 | Rancho Santa Margarita, CA | 50 | +0.5 pts |
| 93 | Chino Hills, CA | 49.9 | -0.1 pts |
| 94 | Millbrae, CA | 49.7 | -1.5 pts |
| 95 | San Rafael, CA | 49.6 | -0.8 pts |
| 95 | Thousand Oaks, CA | 49.6 | +0.4 pts |
| 97 | Loma Linda, CA | 49.4 | -1.7 pts |
| 98 | Lake Forest, CA | 48.7 | 0 pts |
| 99 | Livermore, CA | 48.7 | +2.3 pts |
| 100 | San Diego, CA | 48.7 | +1.1 pts |
| 101 | Cypress, CA | 48.5 | -0.4 pts |
| 102 | Novato, CA | 48.4 | +1.9 pts |
| 102 | Oakland, CA | 48.4 | +1.2 pts |
| 104 | Mountain House, CA | 48.3 | +2.8 pts |
| 105 | Brea, CA | 48.1 | -1.4 pts |
| 106 | Rocklin, CA | 48 | +0.2 pts |
| 107 | Pacifica, CA | 47.9 | +0.6 pts |
| 108 | Sonoma, CA | 47.8 | +2.1 pts |
| 109 | Huntington Beach, CA | 46.7 | +1.5 pts |
| 110 | Rancho Mirage, CA | 46.5 | +2.2 pts |
| 111 | San Jose, CA | 46 | +0.6 pts |
| 112 | Tustin, CA | 45.9 | +0.4 pts |
| 113 | Benicia, CA | 45.7 | +0.5 pts |
| 114 | Morgan Hill, CA | 45.7 | +1.4 pts |
| 115 | Hercules, CA | 45.3 | +0.3 pts |
| 116 | Martinez, CA | 45.3 | +0.3 pts |
| 117 | Arcata, CA | 45.2 | -1.2 pts |
| 118 | Union City, CA | 45 | +3.1 pts |
| 119 | Burbank, CA | 44.9 | +0.9 pts |
| 120 | Los Alamitos, CA | 44.4 | -0.6 pts |
| 121 | Roseville, CA | 44.4 | 0 pts |
| 122 | Fullerton, CA | 44 | +0.6 pts |
| 123 | Palm Springs, CA | 44 | +1 pts |
| 124 | Healdsburg, CA | 44 | -2.3 pts |
| 125 | Newark, CA | 43.9 | +2.9 pts |
| 126 | San Bruno, CA | 43.9 | +1.1 pts |
| 127 | Fountain Valley, CA | 43.8 | +1.2 pts |
| 128 | Glendale, CA | 43.8 | +0.8 pts |
| 129 | Moorpark, CA | 43.5 | +0.5 pts |
| 130 | Redlands, CA | 43.4 | -0.6 pts |
| 131 | Morro Bay, CA | 43.3 | +0.5 pts |
| 132 | Monrovia, CA | 43.2 | +0.5 pts |
| 133 | Camarillo, CA | 43 | +0.7 pts |
| 134 | Petaluma, CA | 43 | +2.6 pts |
| 135 | Costa Mesa, CA | 42.5 | +0.4 pts |
| 136 | Carpinteria, CA | 42.3 | +2.9 pts |
| 137 | Temple City, CA | 41.9 | -0.8 pts |
| 138 | Placentia, CA | 41.8 | +1.1 pts |
| 139 | La Verne, CA | 41.6 | +1.2 pts |
| 140 | San Marcos, CA | 41.5 | +0.6 pts |
| 141 | Signal Hill, CA | 41.4 | +2.9 pts |
| 142 | Chico, CA | 41.3 | +1.6 pts |
| 143 | San Juan Capistrano, CA | 40.6 | +0.9 pts |
| 144 | Orange, CA | 40.3 | +1.3 pts |
| 145 | San Buenaventura (Ventura), CA | 40.1 | +1.5 pts |
| 146 | Palm Desert, CA | 39.9 | +1.3 pts |
| 147 | Eastvale, CA | 39.4 | -2 pts |
| 148 | South San Francisco, CA | 39.4 | +1 pts |
| 149 | Arroyo Grande, CA | 39.3 | +2.1 pts |
| 150 | Lomita, CA | 39.1 | +0.1 pts |
| 151 | La Mirada, CA | 38.8 | +1.4 pts |
| 152 | Santa Clarita, CA | 38.7 | +0.9 pts |
| 153 | Daly City, CA | 38.5 | +0.8 pts |
| 154 | Auburn, CA | 38.5 | -1 pts |
| 155 | La Quinta, CA | 38.4 | +3.4 pts |
| 156 | Alhambra, CA | 38.4 | +0.9 pts |
| 157 | Temecula, CA | 38.1 | +1.5 pts |
| 158 | Brentwood, CA | 38.1 | +0.6 pts |
| 159 | San Dimas, CA | 38 | +0.5 pts |
| 160 | Rio Vista, CA | 37.9 | -0.4 pts |
| 161 | Pinole, CA | 37.7 | +2.8 pts |
| 162 | La Mesa, CA | 37.7 | -0.1 pts |
| 163 | Glendora, CA | 37.3 | -1.6 pts |
| 164 | Lincoln, CA | 37.1 | +2 pts |
| 165 | Elk Grove, CA | 37 | -0.1 pts |
| 166 | Rancho Cucamonga, CA | 37 | +0.4 pts |
| 167 | Concord, CA | 36.8 | 0 pts |
| 168 | Los Angeles, CA | 36.7 | +0.5 pts |
| 169 | Simi Valley, CA | 36 | +1.4 pts |
| 170 | Napa, CA | 35.9 | +0.6 pts |
| 171 | Sacramento, CA | 35.8 | +0.7 pts |
| 172 | Clovis, CA | 35.3 | +0.6 pts |
| 173 | Santa Rosa, CA | 34.8 | +0.4 pts |
| 174 | Windsor, CA | 34.7 | +1.3 pts |
| 175 | San Gabriel, CA | 34.3 | +0.7 pts |
| 176 | American Canyon, CA | 34 | +1.1 pts |
| 177 | Marina, CA | 33.9 | +1.2 pts |
| 178 | Ridgecrest, CA | 33.8 | +1.1 pts |
| 179 | Long Beach, CA | 33.7 | +0.8 pts |
| 179 | Upland, CA | 33.7 | -0.1 pts |
| 181 | Oceanside, CA | 33.6 | +0.7 pts |
| 182 | Monterey Park, CA | 33.5 | -0.1 pts |
| 183 | Duarte, CA | 33.3 | +0.2 pts |
| 184 | Lakewood, CA | 32.9 | +0.8 pts |
| 184 | San Leandro, CA | 32.9 | +0.8 pts |
| 186 | West Sacramento, CA | 32.3 | +1.9 pts |
| 187 | Richmond, CA | 32.1 | +0.1 pts |
| 188 | Santee, CA | 31.9 | +1.7 pts |
| 189 | Buena Park, CA | 31.6 | +0.1 pts |
| 190 | Hayward, CA | 31.5 | +0.6 pts |
| 191 | Rohnert Park, CA | 31.4 | +0.4 pts |
| 192 | Chula Vista, CA | 31.2 | +0.9 pts |
| 193 | Grover Beach, CA | 30.9 | -2.9 pts |
| 194 | Corona, CA | 30.5 | +1.6 pts |
| 195 | South Lake Tahoe, CA | 30.3 | +2.4 pts |
| 196 | Grass Valley, CA | 30.3 | +2.5 pts |
| 197 | Canyon Lake, CA | 30.3 | -1.2 pts |
| 198 | Eureka, CA | 30 | +0.1 pts |
| 199 | Murrieta, CA | 29.9 | -1 pts |
| 200 | West Covina, CA | 29.8 | -0.6 pts |
| 201 | Atascadero, CA | 29.7 | -0.3 pts |
| 202 | Carson, CA | 29.6 | 0 pts |
| 203 | Rancho Cordova, CA | 29.4 | +2.2 pts |
| 204 | Gilroy, CA | 29.4 | +0.9 pts |
| 205 | El Paso de Robles (Paso Robles), CA | 29.2 | +3 pts |
| 206 | Artesia, CA | 29 | -1.6 pts |
| 207 | Woodland, CA | 28.9 | +1 pts |
| 208 | Grand Terrace, CA | 28.8 | +1.5 pts |
| 209 | La Habra, CA | 28.7 | +0.4 pts |
| 210 | Whittier, CA | 28.3 | +0.5 pts |
| 211 | Chino, CA | 28.1 | +2.4 pts |
| 212 | Anaheim, CA | 28.1 | +1 pts |
| 213 | Fairfield, CA | 27.8 | -0.2 pts |
| 214 | Vallejo, CA | 27.5 | 0 pts |
| 215 | Vista, CA | 27.2 | +1.4 pts |
| 216 | Gardena, CA | 26.9 | +1 pts |
| 217 | Beaumont, CA | 26.8 | +0.4 pts |
| 218 | Azusa, CA | 26.8 | -0.4 pts |
| 219 | Escondido, CA | 26.6 | +1.1 pts |
| 220 | Yucaipa, CA | 26.6 | +1.5 pts |
| 221 | Redding, CA | 26.4 | +0.8 pts |
| 222 | Vacaville, CA | 26.4 | +1.3 pts |
| 223 | Covina, CA | 26.2 | -0.1 pts |
| 224 | Twentynine Palms, CA | 26.1 | +2.2 pts |
| 225 | Turlock, CA | 26.1 | +1.1 pts |
| 226 | Westminster, CA | 26 | -0.6 pts |
| 227 | Cathedral City, CA | 26 | +1.8 pts |
| 228 | Placerville, CA | 25.3 | -1.6 pts |
| 229 | Downey, CA | 25.2 | +0.3 pts |
| 230 | East Palo Alto, CA | 25.2 | -1 pts |
| 231 | Calimesa, CA | 25.2 | -0.4 pts |
| 232 | Ripon, CA | 25.1 | +0.1 pts |
| 233 | Seaside, CA | 24.9 | +0.7 pts |
| 234 | Paradise, CA | 24.5 | -0.5 pts |
| 235 | Fresno, CA | 24.5 | +0.8 pts |
| 236 | Tracy, CA | 24.4 | +2.1 pts |
| 237 | Riverside, CA | 24.4 | +0.5 pts |
| 238 | Hawthorne, CA | 24.4 | +0.4 pts |
| 239 | Garden Grove, CA | 23.5 | +0.5 pts |
| 240 | Visalia, CA | 23.3 | +0.3 pts |
| 241 | Bakersfield, CA | 23.3 | +0.3 pts |
| 242 | Lodi, CA | 23.1 | +0.7 pts |
| 243 | El Cajon, CA | 23 | -0.5 pts |
| 244 | Antioch, CA | 23 | +0.6 pts |
| 245 | Inglewood, CA | 22.8 | +0.3 pts |
| 246 | Oakley, CA | 22.8 | +0.9 pts |
| 247 | Pittsburg, CA | 22.6 | +1.5 pts |
| 248 | Imperial Beach, CA | 22.5 | -0.9 pts |
| 249 | Lake Elsinore, CA | 22.4 | +0.2 pts |
| 250 | Dixon, CA | 22.3 | +0.7 pts |
Other periods
About this ranking
People aged 25 and over whose highest degree is a bachelor's, master's, professional school or doctorate degree, as a percentage of all people aged 25 and over. United States: American Community Survey five-year estimate, where the period shown is the last year of the five-year span.
Excludes associate degrees and college without a degree. Not comparable with EU tertiary attainment, which includes short-cycle tertiary education and usually covers ages 25 to 64.
Every value in the ranking comes from the same publisher and the same period, so the cities are compared on one definition. Equal values share a rank.
How to cite
U.S. Census Bureau. American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more). https://www2.census.gov/programs-surveys/acs/summary_file/2022/table-based-SF/data/5YRData/acsdt5y2022-b15003.dat. Retrieved 2026-10-12.
Citation styles
APA 7
U.S. Census Bureau. (2026). American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more) (Cities in California by share of adults with a bachelor's degree, 2022) [Data set]. Retrieved October 12, 2026, from https://www2.census.gov/programs-surveys/acs/summary_file/2022/table-based-SF/data/5YRData/acsdt5y2022-b15003.dat
MLA 9
American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more), Cities in California by share of adults with a bachelor's degree, 2022. U.S. Census Bureau, 29 Jan. 2026, https://www2.census.gov/programs-surveys/acs/summary_file/2022/table-based-SF/data/5YRData/acsdt5y2022-b15003.dat. Invokely, https://invokely.ai/rankings/bachelors-degree-or-higher/california-cities?period=2022. Accessed 12 Oct. 2026.
Chicago (author-date)
U.S. Census Bureau. 2026. American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more). Cities in California by share of adults with a bachelor's degree, 2022. Dataset. Accessed October 12, 2026. https://www2.census.gov/programs-surveys/acs/summary_file/2022/table-based-SF/data/5YRData/acsdt5y2022-b15003.dat. Also distributed by Invokely, https://invokely.ai/rankings/bachelors-degree-or-higher/california-cities?period=2022.
Harvard
U.S. Census Bureau (2026) American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more), Cities in California by share of adults with a bachelor's degree, 2022 [Dataset]. Available at: https://www2.census.gov/programs-surveys/acs/summary_file/2022/table-based-SF/data/5YRData/acsdt5y2022-b15003.dat, via Invokely: https://invokely.ai/rankings/bachelors-degree-or-higher/california-cities?period=2022 (Accessed: 12 October 2026).
BibTeX
@misc{census_cities_in_california_by_2022,
author = {{U.S. Census Bureau}},
title = {{American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more): Cities in California by share of adults with a bachelor's degree, 2022}},
year = {2026},
howpublished = {Data set},
url = {https://www2.census.gov/programs-surveys/acs/summary_file/2022/table-based-SF/data/5YRData/acsdt5y2022-b15003.dat},
urldate = {2026-10-12},
note = {Accessed via Invokely, https://invokely.ai/rankings/bachelors-degree-or-higher/california-cities?period=2022. Publisher attribution: U.S. Census Bureau. American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more). https://www2.census.gov/programs-surveys/acs/summary\_file/2022/table-based-SF/data/5YRData/acsdt5y2022-b15003.dat. Retrieved 2026-10-12.},
}
RIS
TY - DATA
AU - U.S. Census Bureau
TI - American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more): Cities in California by share of adults with a bachelor's degree, 2022
PY - 2026
DA - 2026/01/29
PB - U.S. Census Bureau
DB - Invokely
UR - https://www2.census.gov/programs-surveys/acs/summary_file/2022/table-based-SF/data/5YRData/acsdt5y2022-b15003.dat
L2 - https://invokely.ai/rankings/bachelors-degree-or-higher/california-cities?period=2022
Y2 - 2026/10/12
N1 - Accessed via Invokely, https://invokely.ai/rankings/bachelors-degree-or-higher/california-cities?period=2022.
N1 - Publisher attribution: U.S. Census Bureau. American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more). https://www2.census.gov/programs-surveys/acs/summary_file/2022/table-based-SF/data/5YRData/acsdt5y2022-b15003.dat. Retrieved 2026-10-12.
ER -
Use this data in your AI agent
Invokely serves this figure to AI assistants through MCP and to code through a REST API, with the source and citation attached. Ask your assistant:
Rank Cities in California by share of adults with a bachelor's degree using official data, and cite the source.
rank_places {"indicator":"bachelors_degree_share","level":"municipality","within":"California","limit":10}
GET https://invokely.ai/api/v1/rank?indicator=bachelors_degree_share&level=municipality&within=California&limit=10
Questions
Which city has the highest share of adults with a bachelor's degree?
Los Altos, CA, with 86.4% in 2022, according to the U.S. Census Bureau.
Which city has the lowest share of adults with a bachelor's degree?
Mendota, CA, with 3.6% in 2022.
Where does this ranking come from?
Every value comes from one source and one period, so the places are comparable: U.S. Census Bureau, American Community Survey 5-year estimates, table B15003: population 25 years and over with a bachelor's degree or higher as a percentage of the population 25 years and over, calculated with stored inputs, US cities (incorporated places of 10,000 or more). Retrieved 2026-10-12.
Bachelor's degree or higher, population 25 and over: other rankings
- Cities in Utah
- Cities in Massachusetts
- Cities in Rhode Island
- Counties in Oklahoma
- Counties in Arkansas
- Counties in South Dakota
Cities in California: more rankings
- Foreign-born population share
- Population speaking a language other than English at home
- Asian population share
- Residents who moved from another county in the past year
- Housing vacancy rate, all vacant units (US)
- Current asthma in adults, local model estimate
- COPD in adults, local model estimate
- Adult cigarette smoking rate, local model estimate