Dwellics analyzes and transforms data from the sources below into a user-friendly design that people can understand and compare to find the best cities to live:

United States Census Bureau

Department of Housing and Urban Development

National Association of Realtors

Federal Emergency Management Agency

Federal Housing Finance Agency

USGS Quaternary Fault and Fold Database for the Nation; 2004; FS; 2004-3033; Geological Survey (U.S.)

Smithsonian Institution Global Volcanism Program

National Centers for Environmental Information

RMRS Missoula Fire Sciences Laboratory

Zachry, B. C., W. J. Booth, J. R. Rhome, and T. M. Sharon, 2015: A National View of Storm Surge Risk and Inundation. Weather, Climate, and Society, 7(2), 109-117. DOI:

American Nonsmokers' Rights Foundation

Substance Abuse and Mental Health Services Administration (SAMHSA)

United States Environmental Protection Agency (EPA)

National Program of Cancer Registries and Surveillance, Epidemiology, and End Results SEER*Stat Database: NPCR and SEER Incidence - U.S. Cancer Statistics Public Use Research Database, 2019 submission (2001-2017), United States Department of Health and Human Services, Centers for Disease Control and Prevention and National Cancer Institute. Released June 2020.

The Kaiser Family Foundation State Health Facts. Data Source: The Centers for Disease Control and Prevention (CDC), National Vital Statistics Reports (NVSR), Vol. 66, No. 1: Births: Final Data for 2015, January 5, 2017.

National Center for Education Statistics (NCES)

U.S. Department of Education

California Department of Education

The National Association of Secondary School Principals (NASSP)

World Climate Research Programme (WCRP)

Speedtest by Ookla Global Fixed and Mobile Network Performance Maps.

Road Coverage/Size Meijer, J.R., Huijbegts, M.A.J., Schotten, C.G.J. and Schipper, A.M. (2018): Global patterns of current and future road infrastructure. Environmental Research Letters, 13-064006.

Gately, C., L.R. Hutyra, and I.S. Wing. 2019. DARTE Annual On-road CO2 Emissions on a 1-km Grid, Conterminous USA, V2, 1980-2017. ORNL DAAC, Oak Ridge, Tennessee, USA.

Grammich, C., Hadaway, K., Houseal, R., Jones, D. E., Krindatch, A., Stanley, R., & Taylor, R. H. (2018, December 11). U.S. Religion Census Religious Congregations and Membership Study, 2010 (County File).

The Economic Policy Institute's State of Working America Data Library

Very Well Family

Argonne National Laboratory

Academic Decathlon

American Mathematics Competitions (AMC)

American Regions Mathematics League

BEST Robotics Competition

Clean Tech Competition

Congressional Art Competition

Conrad Spirit of Innovation Challenge

National Youth Cyber Education Program created by the Air Force Association (AFA)

Davidson Fellows

First Robotics Competition

Goethe Institute International German Olympics

Letters About Literature

MathWorks Math Modeling Challenge

MIT THINK Scholars Program

National Association for Music Education Competitions

National Economics Challenge

National History Bowl

National Junior Classical League

National Junior Science and Humanities Symposium

National Mock Trial

National Robotics Challenge

National Scholastic Press Association (Pacemaker and Individual Awards)

National Science Bowl

National Science Olympiad

National Speech and Debate

NCTE Student Writing Awards

Odyssey of the Mind

Physics Bowl

Quiz Bowl

Regeneron Science Talent Search

Stockholm Junior Water Prize

Technology Student Association High School Competition

The Emerson Prize

Toshiba/NSTA Exploravision

USA Computing Olympiad

We The People (Constitutional Competition)

Modeling the Future Challenge