ACS PUMS-Based Migration Data Viewer - US States and California Counties - 2013 to 2017 American Community Survey Public Use Microdata Sample
US states
California counties
If US states, state
Alabama
Alaska
Arizona
Arkansas
California
Colorado
Connecticut
Delaware
Washington D.C.
Florida
Georgia
Hawaii
Idaho
Illinois
Indiana
Iowa
Kansas
Kentucky
Louisiana
Maine
Maryland
Massachusetts
Michigan
Minnesota
Mississippi
Missouri
Montana
Nebraska
Nevada
New Hampshire
New Jersey
New Mexico
New York
North Carolina
North Dakota
Ohio
Oklahoma
Oregon
Pennsylvania
Rhode Island
South Carolina
South Dakota
Tennessee
Texas
Utah
Vermont
Virginia
Washington
West Virginia
Wisconsin
Wyoming
If California counties, county
Alameda
Alpine, Amador, Calaveras, Inyo, Mariposa, Mono, Tuolumne
Amador
Butte
Calaveras
Colusa, Glenn, Tehama, Trinity
Contra Costa
Del Norte, Lassen, Modoc, Plumas, Siskiyou
El Dorado
Fresno
Glenn
Humboldt
Imperial
Inyo
Kern
Kings
Lake, Mendocino
Lassen
Los Angeles
Madera
Marin
Mariposa
Mendocino
Merced
Modoc
Mono
Monterey
Napa
Nevada, Sierra
Orange
Placer
Plumas
Riverside
Sacramento
San Benito
San Bernardino
San Diego
San Francisco
San Joaquin
San Luis Obispo
San Mateo
Santa Barbara
Santa Clara
Santa Cruz
Shasta
Sierra
Siskiyou
Solano
Sonoma
Stanislaus
Sutter, Yuba
Tehama
Trinity
Tulare
Tuolumne
Ventura
Yolo
Yuba
Sex
Total
Male
Female
Hispanic origin grouping
Total
Hispanic
Not Hispanic
Fit Rogers-Castro migration model?
No
Yes
Sampling size for Rogers-Castro fitter (increase to refine the fit if helpful)
Fit In- or Out-movers in model?
In
Out (not including international)
Exclude student age data points from model fit?
Yes
No
If excluding student age data points from model fit, student ages
Include retirement function in model?
Yes
No
Include Wilson's post-retirement function in model?
Yes
No
Fit retirement and post-retirement functions together (combined age range)?
Yes
No
Rogers-Castro childhood function data range (ages)
Rogers-Castro labor force function data range (ages)
Rogers-Castro retirement function data range (ages)
Wilson's post-retirement function data range (ages)
US Census Bureau 2013 to 2017 American Community Survey (ACS) Public Use Microdata Sample (PUMS) data from IPUMS-USA, University of Minnesota, www.ipums.org.
Some notes: Rogers-Castro migration model fits for these data are just for demonstration, and not intended to be informative about migration for the respective populations. R's approx() function is used for missing data applied in the Rogers-Castro model. The student adjustment here is just by subtraction from excluded student age data points.
This interface was made with Shiny for R (shiny.rstudio.com). Eddie Hunsinger, September 2019 (updated February 2022).
GitHub repository.
Rogers-Castro migration model fitting process used, references, and more information.