Personal Economic Well-Being

.. examining characteristics, patterns and change in personal economic well-being; learning about what per capita personal income by county tells us. Per capita personal income (PCPI) is the best single measure of personal economic well-being. PCPI differs American Community Survey (ACS) measure of per capita income, median household income and similar income measures as PCPI includes non-monetary income .. PCPI provides a more comprehensive measure. This post provides an update focused on new data released November 2022, county level personal income time series data starting in 1969.

Patterns of 2021 Per Capita Personal Income by County

.. click graphic for larger view
.. use VDA Web GIS for Web-based interactive viewing/analytics.
.. see this more detailed analytical framework for analytics using VDA Desktop.

Importance of these Data
How is the regional economy doing? How is it trending? What policies might be changed to improve personal economic well-being? Answers to these and similar questions are why knowing about personal income and its derivation, components is important — to residents, businesses and governments. While median household income is often considered the best measure of buying power for an area, it is not the best measure of personal or household economic well-being. PCPI and the Regional Economic Information System provides insights and answers to these questions.

U.S. Change in PCPI
In U.S. metropolitan areas, PCPI increased 7.3 percent in 2021, up from 6.0 percent in 2020. In U.S. nonmetropolitan areas, PCPI increased 7.5 percent, down from 7.9 percent.

Regional Economic Information System
PCPI is a small part of the broader Regional Economic Information System (REIS). The following links show examples of detailed tables for Harris County, TX comparing 2019 and 2021 developed using the ProximityOne REIS package. Develop these profiles for any county for your selected year 1970 through 2021.
  • Personal Income by Major Source
  • Earnings by Source & Sector
  • Employment by Type & Sector
  • Transfer Payments
  • Economic Profile
  • Farm Income & Expenditures

About VDA GIS
VDA Web GIS is a decision-making information resource designed to help stakeholders create and apply insight. Use VDA Web GIS with only a Web browser; nothing to install; GIS experience not required. VDA Web GIS has been developed and is maintained by Warren Glimpse, ProximityOne (Alexandria, VA) and Takashi Hamilton, Tsukasa Consulting (Osaka, Japan).

About the Author
Warren Glimpse is former senior Census Bureau statistician responsible for national scope statistical programs and innovative data access and use operations. He is also the former associate director of the U.S. Office of Federal Statistical Policy and Standards for data access and use. He has more than 20 years of experience in the private sector developing data resources and tools for integration and analysis of geographic, demographic, economic and business data. Join Warren on LinkedIn.

State of the States: Demographic Economic Update

.. tools and resources to examine the demographic-economic state of the states .. in 2016, the U.S. median housing value was $205,000 while states ranged from $113,900 (Mississippi) to $592,000 (Hawaii). See item/column H089 in the interactive table to view, rank, compare, analyze state based on this measure … in context of related housing characteristics. These data uniquely provide insights into many of the most important housing characteristics.

Use new tools, data and methods to access, integrate and analyze demographic-economic conditions for the U.S. and states. These data will update in September 2018.

Approximately 600 subject matter items from the American Community Survey ACS 2016 database (released September 2017) are included in these four pages/tables:
• General Demographics
• Social Characteristics
• Economic Characteristics
• Housing Characteristics

GIS, Data Integration & Visual Data Analysis
Use data extracted from these tables in a ready-to-use GIS project. These ACS sourced data (from the four tables listed above) have been integrated with population estimates trend data, components of change and personal income quarterly trend data. See details in this section.

Examining Characteristics & Trends
Below are four thematic pattern maps extracted from the main sections listed above. Click a map graphic for a larger view. Use the GIS project to create variations of these views.

Patterns of Median Age by State
Yellow label shows the state USPS abbreviation; white label shows median age. Legend shows color patterns associated with percent population change 2010-2016.

– View developed using CV XE GIS software and associated GIS project.
– See item/column D017 in the interactive table to view, rank, compare, analyze state based on median age.

Patterns of Educational Attainment by State
Yellow label shows the state USPS abbreviation; white label shows % college graduates. Legend shows color patterns associated with percent population change 2010-2016.

– View developed using CV XE GIS software and associated GIS project.
– See item/column S067 in the interactive table to view, rank, compare, analyze state based on percent college graduates.

Patterns of Economic Prosperity by State
Yellow label shows the state USPS abbreviation; white label shows $MHI. Legend shows color patterns associated with percent population change 2010-2016.

– View developed using CV XE GIS software and associated GIS project.
– See item/column E062 in the interactive table to view, rank, compare, analyze state based on median household income.

Patterns of Median Housing Value by State
Yellow label shows the state USPS abbreviation; white label shows $MHV. Legend shows color patterns associated with percent population change 2010-2016.

– View developed using CV XE GIS software and associated GIS project.
– See item/column H089 in the interactive table to view, rank, compare, analyze state based on median housing value.

Examining Characteristics & Trends; Using Data Analytics
Join me in a Data Analytics Lab session to discuss more details about accessing and using wide-ranging demographic-economic data and data analytics. Learn more about using these data for areas and applications of interest.

About the Author
— Warren Glimpse is former senior Census Bureau statistician responsible for innovative data access and use operations. He is also the former associate director of the U.S. Office of Federal Statistical Policy and Standards for data access and use. He has more than 20 years of experience in the private sector developing data resources and tools for integration and analysis of geographic, demographic, economic and business data. Contact Warren. Join Warren on LinkedIn.

Regional Economic Information System: Annual Updates

.. which counties are experiencing the fastest economic growth? by what economic component? what does this look like on a per capita level?

.. access & analyze economic characteristics and patterns by county and state .. annual time series 1969 through 2015 with projections.  Personal income is the income available to persons for consumption expenditures, taxes, interest payments, transfer payments to governments and the rest of the world, or for saving. Use the interactive table to examine characteristics of counties and regions of interest. The table provides access to 31 personal income related summary measures. These data are a selection of a broader set of annual time series data from the Regional Economic Information System (REIS). REIS is a part of the ProximityOne State & Regional Income & Product Accounts (SRIPA) and Situation & Outlook (S&O) featuring current (2016) estimates and demographic-economic projections. Go to table.

Visual Analysis of Per Capita Personal Income Patterns
The following map shows the Houston metro (view profile) with bold brown boundary. Counties are labeled with county name and 2014 per capita personal income.

Click graphic for larger view. View developed with CV XE GIS software.

Per Capita Personal Income Change 2008-2014 by County
.. relative to U.S 2008-2014 change

Click graphic for larger view. View developed with CV XE GIS software.

Interactive Analysis – County or State Profiles
The following graphic illustrate use of the interactive table to view an economic profile for Harris County, TX. Use the table to examine characteristics of any county or state. Click graphic for larger view.

Interactive Analysis
– comparing per capita personal income across counties
The next graphics illustrates use of the interactive table to rank/compare per capita personal income across counties. Rank/compare states. Choose any of the economic profile items. Click graphic for larger view.

Join me in a Data Analytics Lab session to discuss more details about accessing and using wide-ranging demographic-economic data and data analytics. Learn more about using these data for areas and applications of interest.

About the Author
— Warren Glimpse is former senior Census Bureau statistician responsible for innovative data access and use operations. He is also the former associate director of the U.S. Office of Federal Statistical Policy and Standards for data access and use. He has more than 20 years of experience in the private sector developing data resources and tools for integration and analysis of geographic, demographic, economic and business data. Contact Warren. Join Warren on LinkedIn.

Metro by Metro: What $100 Buys

.. data and tools to examine the purchasing power of the incomes in different metros and states … this section reviews how you can access to data on what $100 buys by state and metro. Examine patterns of what $100 buys by year, 2008-2014, for all items and by type of goods & services category. Use the interactive table to view, rank, compare the Buying Power Index for each/all states and metros (MSAs). See the main Web page for more details.

What $100 Buys by Metro: 2014
The following graphic shows patterns of 2014 all items buying power of $100 by metro (MSAs). The color patterns/intervals are shown in the inset legend. Click graphic for larger view. Expand browser to full window for best quality view. Use GIS tools to develop thematic pattern maps for a range of data and criteria.

.. view developed using the CV XE GIS software.
.. click map for larger view and details.

Varying prices by region can be normalized using Regional Price Parities (RPP). The RPP is a weighted average of the price level of goods and services for the average consumer in one geographic region compared to all other regions in the U.S. See more about RPP measures. Using the RPP data, what $100 will buy can be determined by state and metro for the categories of all goods and services, goods, services-rents and other services. See about RPP goods and services types.

In the Boston metro, $100 buys about 90.7 percent of all items goods and services due to the high prices there. $100 in Boston seems more like $90.70 compared to the national average. In the Jefferson City, MO metro, the opposite is true. $100 buys all items goods and services due to lower prices in that metro. $100 in the Jefferson City, MO metro is the equivalent of $121.65 of all items goods and services compared to the national price levels.
• the Boston metro all items buying power index is 90.70
• the Jefferson City, MO metro all items buying power index is 121.65

Interactive Table – Top 10 Metros
The following graphic illustrates use of the Buying Power Index interactive table. This graphic shows the 10 metros that have the all items highest Buying Power Index. Use the interactive table to view/examine areas of interest.

– click graphic for larger view.

Join me in a Data Analytics Lab session to discuss more details about accessing and using wide-ranging demographic-economic data and data analytics. Learn more about using these data for areas and applications of interest.

About the Author
— Warren Glimpse is former senior Census Bureau statistician responsible for innovative data access and use operations. He is also the former associate director of the U.S. Office of Federal Statistical Policy and Standards for data access and use. He has more than 20 years of experience in the private sector developing data resources and tools for integration and analysis of geographic, demographic, economic and business data. Contact Warren. Join Warren on LinkedIn.

Metro Situation & Outlook Reports Updated

Regional Demographic-Economic Modeling System (RDEMS) county table links are now embedded in Metro Situation & Outlook (S&O) Reports. Easily access the RDEMS county demographic-economic tables for metros of interest.

Use this link to access the Metro S&O Reports:
http://proximityone.com/metro_reports.htm
… click link in the “Code” column to access a specific metro.

… selected metros …
Atlanta .. Boston .. Charlotte .. Chicago .. Dallas .. Denver .. Los Angeles .. Honolulu .. Houston .. Miami .. Minneapolis .. New York .. Philadelphia .. Phoenix .. San Diego .. San Francisco .. Seattle .. Washington

All metros are available.

Join in … join us in the Data Analytics Lab sessions to discuss more details about accessing and using wide-ranging demographic-economic data and data analytics. Learn more about using these data for areas and applications of interest.

State and Regional Decision-Making Information

Organized on a state-by-state basis, use tools and geographic, demographic and economic data resources in these sections to facilitate planning and analysis. Updated frequently, these sections provide a unique means to access to multi-sourced data to develop insights into patterns, characteristics and trends on wide-ranging issues. Bookmark the related main Web page; keep up-to-date.

Using these Resources
Knowing “where we are” and “how things have changed” are key factors in knowing about the where, when and how of future change — and how that change might impact you. There are many sources of this knowledge. Often the required data do not knit together in an ideal manner. Key data are available for different types of geography, become available at different points in time and are often not the perfect subject matter. These sections provide access to relevant data and a means to consume the data more effectively than might otherwise be possible. Use these data, tools and resources in combination with other data to perform wide-ranging data analytics. See examples.

Select a State/Area

Alabama Alaska Arizona Arkansas California Colorado Connecticut Delaware 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

Topics for each State — with drill-down to census block
• Visual pattern analysis tools … using GIS resources
• Digital Map Database
• Situation & Outlook
• Metropolitan Areas
• Congressional Districts
• Counties
• Cities/Places
• Census Tracts
• ZIP Code Areas
• K-12 Education, Schools & School Districts
• Block Groups
• Census Blocks

Join me in a Data Analytics Lab session to discuss more details about accessing and using wide-ranging demographic-economic data and data analytics. Learn more about using these data for areas and applications of interest.

About the Author
— Warren Glimpse is former senior Census Bureau statistician responsible for innovative data access and use operations. He is also the former associate director of the U.S. Office of Federal Statistical Policy and Standards for data access and use. He has more than 20 years of experience in the private sector developing data resources and tools for integration and analysis of geographic, demographic, economic and business data. Contact Warren. Join Warren on LinkedIn.

Metro Demographic-Economic Profiles

… Among all 917 metros for which per capita personal income (PCPI) was estimated, the Minneapolis-St. Paul-Bloomington, MN-WI metro was ranked number 45 in 2008 and 51 in 2013. The PCPI changed from $47,334 in 2008 to $51,183 in 2013, a change of $3,849 (8.13%). Per capita personal income (PCPI) is the most comprehensive measure of individual economic well-being. This excerpt is from the Minneapolis-St. Paul-Bloomington, MN-WI Metro Profile. The Metro Profile is available for each/all metropolitan areas. The Metro Profile provides insights into characteristics and trends for each metro and is available for all metros.

View a metro of interest by clicking a link in the scroll section below.

Lay of the Land
The following map shows the Minneapolis-St. Paul-Bloomington, MN-WI metro with bold brown boundary. Counties are labeled with county name and 2013 per capita personal income.
Click graphic for larger view. View developed with CV XE GIS software. See this section to learn about making custom metro maps.

View a Metro Profile
… click link to select metro … scroll section

10140 Aberdeen, WA MISA
10180 Abilene, TX MSA
10220 Ada, OK MISA
10300 Adrian, MI MISA
10420 Akron, OH MSA
10460 Alamogordo, NM MISA
10500 Albany, GA MSA
10540 Albany, OR MSA
10580 Albany-Schenectady-Troy, NY MSA
10620 Albemarle, NC MISA
10660 Albert Lea, MN MISA
10700 Albertville, AL MISA
10740 Albuquerque, NM MSA
10780 Alexandria, LA MSA
10820 Alexandria, MN MISA
10860 Alice, TX MISA
10900 Allentown-Bethlehem-Easton, PA-NJ MSA
10940 Alma, MI MISA
10980 Alpena, MI MISA
11020 Altoona, PA MSA
11060 Altus, OK MISA
11100 Amarillo, TX MSA
11140 Americus, GA MISA
11180 Ames, IA MSA
11220 Amsterdam, NY MISA
11260 Anchorage, AK MSA
11380 Andrews, TX MISA
11420 Angola, IN MISA
11460 Ann Arbor, MI MSA
11500 Anniston-Oxford-Jacksonville, AL MSA
11540 Appleton, WI MSA
11580 Arcadia, FL MISA
11620 Ardmore, OK MISA
11660 Arkadelphia, AR MISA
11680 Arkansas City-Winfield, KS MISA
11700 Asheville, NC MSA
11740 Ashland, OH MISA
11780 Ashtabula, OH MISA
11820 Astoria, OR MISA
11860 Atchison, KS MISA
11900 Athens, OH MISA
11940 Athens, TN MISA
11980 Athens, TX MISA
12020 Athens-Clarke County, GA MSA
12060 Atlanta-Sandy Springs-Roswell, GA MSA
12100 Atlantic City-Hammonton, NJ MSA
12140 Auburn, IN MISA
12180 Auburn, NY MISA
12220 Auburn-Opelika, AL MSA
12260 Augusta-Richmond County, GA-SC MSA
12300 Augusta-Waterville, ME MISA
12380 Austin, MN MISA
12420 Austin-Round Rock, TX MSA
12460 Bainbridge, GA MISA
12540 Bakersfield, CA MSA
12580 Baltimore-Columbia-Towson, MD MSA
12620 Bangor, ME MSA
12660 Baraboo, WI MISA
12680 Bardstown, KY MISA
12700 Barnstable Town, MA MSA
12740 Barre, VT MISA
12780 Bartlesville, OK MISA
12820 Bastrop, LA MISA
12860 Batavia, NY MISA
12900 Batesville, AR MISA
12940 Baton Rouge, LA MSA
12980 Battle Creek, MI MSA
13020 Bay City, MI MSA
13060 Bay City, TX MISA
13100 Beatrice, NE MISA
13140 Beaumont-Port Arthur, TX MSA
13180 Beaver Dam, WI MISA
13220 Beckley, WV MSA
13260 Bedford, IN MISA
13300 Beeville, TX MISA
13300 Bellefontaine, OH MISA
13380 Bellingham, WA MSA
13420 Bemidji, MN MISA
13460 Bend-Redmond, OR MSA
13500 Bennettsville, SC MISA
13540 Bennington, VT MISA
13620 Berlin, NH-VT MISA
13660 Big Rapids, MI MISA
13700 Big Spring, TX MISA
13720 Big Stone Gap, VA MISA
13740 Billings, MT MSA
13780 Binghamton, NY MSA
13820 Birmingham-Hoover, AL MSA
13900 Bismarck, ND MSA
13940 Blackfoot, ID MISA
13980 Blacksburg-Christiansburg-Radford, VA MSA
14010 Bloomington, IL MSA
14020 Bloomington, IN MSA
14100 Bloomsburg-Berwick, PA MSA
14140 Bluefield, WV-VA MISA
14180 Blytheville, AR MISA
14220 Bogalusa, LA MISA
14260 Boise City, ID MSA
14340 Boone, IA MISA
14380 Boone, NC MISA
14420 Borger, TX MISA
14460 Boston-Cambridge-Newton, MA-NH MSA
14500 Boulder, CO MSA
14540 Bowling Green, KY MSA
14580 Bozeman, MT MISA
14620 Bradford, PA MISA
14660 Brainerd, MN MISA
14700 Branson, MO MISA
14720 Breckenridge, CO MISA
14740 Bremerton-Silverdale, WA MSA
14780 Brenham, TX MISA
14820 Brevard, NC MISA
14860 Bridgeport-Stamford-Norwalk, CT MSA
15020 Brookhaven, MS MISA
15060 Brookings, OR MISA
15100 Brookings, SD MISA
15180 Brownsville-Harlingen, TX MSA
15220 Brownwood, TX MISA
15260 Brunswick, GA MSA
15340 Bucyrus, OH MISA
15380 Buffalo-Cheektowaga-Niagara Falls, NY MSA
15420 Burley, ID MISA
15460 Burlington, IA-IL MISA
15500 Burlington, NC MSA
15540 Burlington-South Burlington, VT MSA
15580 Butte-Silver Bow, MT MISA
15860 Cadillac, MI MISA
15620 Calhoun, GA MISA
15660 California-Lexington Park, MD MSA
15680 Cambridge, MD MISA
15700 Cambridge, OH MISA
15740 Camden, AR MISA
15780 Campbellsville, KY MISA
15820 Cañon City, CO MISA
15900 Canton, IL MISA
15940 Canton-Massillon, OH MSA
15980 Cape Coral-Fort Myers, FL MSA
16020 Cape Girardeau, MO-IL MSA
16060 Carbondale-Marion, IL MSA
16100 Carlsbad-Artesia, NM MISA
16180 Carson City, NV MSA
16220 Casper, WY MSA
16260 Cedar City, UT MISA
16300 Cedar Rapids, IA MSA
16340 Cedartown, GA MISA
16380 Celina, OH MISA
16460 Centralia, IL MISA
16500 Centralia, WA MISA
16540 Chambersburg-Waynesboro, PA MSA
16580 Champaign-Urbana, IL MSA
16620 Charleston, WV MSA
16660 Charleston-Mattoon, IL MISA
16700 Charleston-North Charleston, SC MSA
16740 Charlotte-Concord-Gastonia, NC-SC MSA
16820 Charlottesville, VA MSA
16860 Chattanooga, TN-GA MSA
16940 Cheyenne, WY MSA
16980 Chicago-Naperville-Elgin, IL-IN-WI MSA
17020 Chico, CA MSA
17060 Chillicothe, OH MISA
17140 Cincinnati, OH-KY-IN MSA
17200 Claremont-Lebanon, NH-VT MISA
17220 Clarksburg, WV MISA
17260 Clarksdale, MS MISA
17300 Clarksville, TN-KY MSA
17340 Clearlake, CA MISA
17380 Cleveland, MS MISA
17420 Cleveland, TN MSA
17460 Cleveland-Elyria, OH MSA
17500 Clewiston, FL MISA
17540 Clinton, IA MISA
17580 Clovis, NM MISA
17660 Coeur dAlene, ID MSA
17700 Coffeyville, KS MISA
17740 Coldwater, MI MISA
17780 College Station-Bryan, TX MSA
17820 Colorado Springs, CO MSA
17860 Columbia, MO MSA
17900 Columbia, SC MSA
17980 Columbus, GA-AL MSA
18020 Columbus, IN MSA
18060 Columbus, MS MISA
18100 Columbus, NE MISA
18140 Columbus, OH MSA
18180 Concord, NH MISA
18220 Connersville, IN MISA
18260 Cookeville, TN MISA
18300 Coos Bay, OR MISA
18380 Cordele, GA MISA
18420 Corinth, MS MISA
18460 Cornelia, GA MISA
18500 Corning, NY MISA
18580 Corpus Christi, TX MSA
18620 Corsicana, TX MISA
18660 Cortland, NY MISA
18700 Corvallis, OR MSA
18740 Coshocton, OH MISA
18780 Craig, CO MISA
18820 Crawfordsville, IN MISA
18860 Crescent City, CA MISA
18880 Crestview-Fort Walton Beach-Destin, FL MSA
18900 Crossville, TN MISA
18980 Cullman, AL MISA
19000 Cullowhee, NC MISA
19060 Cumberland, MD-WV MSA
19100 Dallas-Fort Worth-Arlington, TX MSA
19140 Dalton, GA, TX MSA
19180 Danville, IL MSA
19220 Danville, KY MISA
19260 Danville, VA MISA
19300 Daphne-Fairhope-Foley, AL MSA
19340 Davenport-Moline-Rock Island, IA-IL MSA
19380 Dayton, OH MSA
19420 Dayton, TN MISA
19460 Decatur, AL MSA
19500 Decatur, IL MSA
19540 Decatur, IN MISA
19580 Defiance, OH MISA
19620 Del Rio, TX MISA
19660 Deltona-Daytona Beach-Ormond Beach, FL MSA
19700 Deming, NM MISA
19740 Denver-Aurora-Lakewood, CO MSA
19760 DeRidder, LA MISA
19780 Des Moines-West Des Moines, IA MSA
19820 Detroit-Warren-Dearborn, MI MSA
19860 Dickinson, ND MISA
19940 Dixon, IL MISA
19980 Dodge City, KS MISA
20020 Dothan, AL MSA
20060 Douglas, GA MISA
20100 Dover, DE MSA
20140 Dublin, GA MISA
20180 DuBois, PA MISA
20220 Dubuque, IA MSA
20260 Duluth, MN-WI MSA
20300 Dumas, TX MISA
20340 Duncan, OK MISA
20380 Dunn, NC MISA
20420 Durango, CO MISA
20460 Durant, OK MISA
20500 Durham-Chapel Hill, NC MSA
20540 Dyersburg, TN MISA
20580 Eagle Pass, TX MISA
20700 East Stroudsburg, PA MSA
20660 Easton, MD MISA
20740 Eau Claire, WI MSA
20780 Edwards, CO MISA
20820 Effingham, IL MISA
20900 EI Campo, TX MISA
20940 EI Centro, CA MSA
20980 EI Dorado, AR MISA
21340 EI Paso, TX MSA
21020 Elizabeth City, NC MISA
21060 Elizabethtown-Fort Knox, KY MSA
21120 Elk City, OK MISA
21140 Elkhart-Goshen, IN MSA
21180 Elkins, WV MISA
21220 Elko, NV MISA
21260 Ellensburg, WA MISA
21300 Elmira, NY MSA
21380 Emporia, KS MISA
21420 Enid, OK MISA
21460 Enterprise, AL MISA
21500 Erie, PA MSA
21540 Escanaba, MI MISA
21580 Espanola, NM MISA
21660 Eugene, OR MSA
21700 Eureka-Arcata-Fortuna, CA MISA
21740 Evanston, WY MISA
21780 Evansville, IN-KY MSA
21820 Fairbanks, AK MSA
21840 Fairfield, IA MISA
21900 Fairmont, WV MISA
21980 Fallon, NV MISA
22020 Fargo, ND-MN MSA
22060 Faribault-Northfield, MN MISA
22100 Farmington, MO MISA
22140 Farmington, NM MSA
22180 Fayetteville, NC MSA
22220 Fayetteville-Springdale-Rogers, AR-MO MSA
22260 Fergus Falls, MN MISA
22280 Fernley, NV MISA
22300 Findlay, OH MISA
22340 Fitzgerald, GA MISA
22380 Flagstaff, AZ MISA
22420 Flint, MI MSA
22500 Florence, SC MSA
22520 Florence-Muscle Shoals, AL MSA
22540 Fond du Lac, WI MSA
22580 Forest City, NC MISA
22620 Forrest City, AR MISA
22660 Fort Collins, CO MSA
22700 Fort Dodge, IA MISA
22780 Fort Leonard Wood, MO MISA
22800 Fort Madison-Keokuk, IA-IL-MO MISA
22820 Fort Morgan, CO MISA
22860 Fort Polk South, LA MISA
22900 Fort Smith, AR-OK MSA
23060 Fort Wayne, IN MSA
23140 Frankfort, IN MISA
23180 Frankfort, KY MISA
23240 Fredericksburg, TX MISA
23300 Freeport, IL MISA
23340 Fremont, NE MISA
23380 Fremont, OH MISA
23420 Fresno, CA MSA
23460 Gadsden, AL MSA
23500 Gaffney, SC MISA
23540 Gainesville, FL MSA
23580 Gainesville, GA MSA
23620 Gainesville, TX MISA
23660 Galesburg, IL MISA
23700 Gallup, NM MISA
23780 Garden City, KS MISA
23820 Gardnerville Ranchos, NV MISA
23860 Georgetown, SC MISA
23900 Gettysburg, PA MSA
23940 Gillette, WY MISA
23980 Glasgow, KY MISA
24020 Glens Falls, NY MSA
24060 Glenwood Springs, CO MISA
24100 Gloversville, NY MISA
24140 Goldsboro, NC MSA
24220 Grand Forks, ND-MN MSA
24260 Grand Island, NE MSA
24300 Grand Junction, CO MSA
24340 Grand Rapids-Wyoming, MI MSA
24420 Grants Pass, OR MSA
24380 Grants, NM MISA
24460 Great Bend, KS MISA
24500 Great Falls, MT MSA
24540 Greeley, CO MSA
24580 Green Bay, WI MSA
24620 Greeneville, TN MISA
24640 Greenfield Town, MA MISA
24660 Greensboro-High Point, NC MSA
24700 Greensburg, IN MISA
24740 Greenville, MS MISA
24780 Greenville, NC MSA
24820 Greenville, OH MISA
24860 Greenville-Anderson-Mauldin, SC MSA
24900 Greenwood, MS MISA
24940 Greenwood, SC MISA
24980 Grenada, MS MISA
25060 Gulfport-Biloxi-Pascagoula, MS MSA
25100 Guymon, OK MISA
25180 Hagerstown-Martinsburg, MD-WV MSA
25200 Hailey, ID MISA
25220 Hammond, LA MSA
25260 Hanford-Corcoran, CA MSA
25300 Hannibal, MO MISA
25420 Harrisburg-Carlisle, PA MSA
25460 Harrison, AR MISA
25500 Harrisonburg, VA MSA
25540 Hartford-West Hartford-East Hartford, CT MSA
25580 Hastings, NE MISA
25620 Hattiesburg, MS MSA
25700 Hays, KS MISA
25720 Heber, UT MISA
25740 Helena, MT MISA
25760 Helena-West Helena, AR MISA
25780 Henderson, NC MISA
25820 Hereford, TX MISA
25840 Hermiston-Pendleton, OR MISA
25860 Hickory-Lenoir-Morganton, NC MSA
25880 Hillsdale, MI MISA
25900 Hilo, HI MISA
25940 Hilton Head Island-Bluffton-Beaufort, SC MSA
25980 Hinesville, GA MSA
26020 Hobbs, NM MISA
26090 Holland, MI MISA
26140 Homosassa Springs, FL MSA
26220 Hood River, OR MISA
26300 Hot Springs, AR MSA
26340 Houghton, MI MISA
26380 Houma-Thibodaux, LA MSA
26420 Houston-The Woodlands-Sugar Land, TX MSA
26460 Hudson, NY MISA
26500 Huntingdon, PA MISA
26540 Huntington, IN MISA
26580 Huntington-Ashland, WV-KY-OH MSA
26620 Huntsville, AL MSA
26660 Huntsville, TX MISA
26700 Huron, SD MISA
26740 Hutchinson, KS MISA
26780 Hutchinson, MN MISA
26820 Idaho Falls, ID MSA
26860 Indiana, PA MISA
26900 Indianapolis-Carmel-Anderson, IN MSA
26940 Indianola, MS MISA
26960 Ionia, MI MISA
26980 Iowa City, IA MSA
27020 Iron Mountain, MI-WI MISA
27060 Ithaca, NY MSA
27100 Jackson, MI MSA
27140 Jackson, MS MSA
27160 Jackson, OH MISA
27180 Jackson, TN MSA
27220 Jackson, WY-ID MISA
27260 Jacksonville, FL MSA
27300 Jacksonville, IL MISA
27340 Jacksonville, NC MSA
27380 Jacksonville, TX MISA
27420 Jamestown, ND MISA
27460 Jamestown-Dunkirk-Fredonia, NY MISA
27500 Janesville-Beloit, WI MSA
27540 Jasper, IN MISA
27620 Jefferson City, MO MSA
27600 Jefferson, GA MISA
27700 Jesup, GA MISA
27740 Johnson City, TN MSA
27780 Johnstown, PA MSA
27860 Jonesboro, AR MSA
27900 Joplin, MO MSA
27920 Junction City, KS MISA
27940 Juneau, AK MISA
27980 Kahului-Wailuku-Lahaina, HI MSA
28020 Kalamazoo-Portage, MI MSA
28060 Kalispell, MT MISA
28100 Kankakee, IL MSA
28140 Kansas City, MO-KS MSA
28180 Kapaa, HI MISA
28260 Kearney, NE MISA
28300 Keene, NH MISA
28340 Kendallville, IN MISA
28380 Kennett, MO MISA
28420 KenneWick-Richland, WA MSA
28500 Kerrville, TX MISA
28540 Ketchikan, AK MISA
28580 Key West, FL MISA
28620 Kill Devil Hills, NC MISA
28660 Killeen-Temple, TX MSA
28700 Kingsport-Bristol-Bristol, TN-VA MSA
28740 Kingston, NY MSA
28780 Kingsville, TX MISA
28820 Kinston, NC MISA
28860 Kirksville, MO MISA
28900 Klamath Falls, OR MISA
28940 Knoxville, TN MSA
29020 Kokomo, IN MSA
29100 La Crosse-Onalaska, WI-MN MSA
29260 La Grande, OR MISA
29060 Laconia, NH MISA
29180 Lafayette, LA MSA
29200 Lafayette-West Lafayette, IN MSA
29300 LaGrange, GA MISA
29340 Lake Charles, LA MSA
29380 Lake City, FL MISA
29420 Lake Havasu City-Kingman, AZ MSA
29460 Lakeland-Winter Haven, FL MSA
29500 Lamesa, TX MISA
29540 Lancaster, PA MSA
29620 Lansing-East Lansing, MI MSA
29660 Laramie, WY MISA
29700 Laredo, TX MSA
29740 Las Cruces, NM MSA
29780 Las Vegas, NM MISA
29820 Las Vegas-Henderson-Paradise, NV MSA
29860 Laurel, MS MISA
29900 Laurinburg, NC MISA
29940 Lawrence, KS MSA
29980 Lawrenceburg, TN MISA
30020 Lawton, OK MSA
30060 Lebanon, MO MISA
30140 Lebanon, PA MSA
30220 Levelland, TX MISA
30260 Lewisburg, PA MISA
30280 Lewisburg, TN MISA
30300 Lewiston, ID-WA MSA
30340 Lewiston-Auburn, ME MSA
30380 Lewistown, PA MISA
30420 Lexington, NE MISA
30460 Lexington-Fayette, KY MSA
30580 Liberal, KS MISA
30620 Lima, OH MSA
30660 Lincoln, IL MISA
30700 Lincoln, NE MSA
30780 Little Rock-North Little Rock-Conway, AR MSA
30820 Lock Haven, PA MISA
30860 Logan, UT-ID MSA
30880 Logan, WV MISA
30900 Logansport, IN MISA
30940 London, KY MISA
30980 Longview, TX MSA
31020 Longview, WA MSA
31060 Los Alamos, NM MISA
31080 Los Angeles-Long Beach-Anaheim, CA MSA
31140 Louisville/Jefferson County, KY-IN MSA
31180 Lubbock, TX MSA
31220 Ludington, MI MISA
31260 Lufkin, TX MISA
31300 Lumberton, NC MISA
31340 Lynchburg, VA MSA
31380 Macomb, IL MISA
31420 Macon, GA MSA
31460 Madera, CA MSA
31500 Madison, IN MISA
31540 Madison, WI MSA
31580 Madisonville, KY MISA
31620 Magnolia, AR MISA
31660 Malone, NY MISA
31680 Malvern, AR MISA
31700 Manchester-Nashua, NH MSA
31740 Manhattan, KS MSA
31820 Manitowoc, WI MISA
31860 Mankato-North Mankato, MN MSA
31900 Mansfield, OH MSA
31930 Marietta, OH MISA
31940 Marinette, WI-MI MISA
31980 Marion, IN MISA
32000 Marion, NC MISA
32020 Marion, OH MISA
32100 Marquette, MI MISA
32140 Marshall, MN MISA
32180 Marshall, MO MISA
32220 Marshall, TX MISA
32260 Marshalltown, IA MISA
32280 Martin, TN MISA
32300 Martinsville, VA MISA
32340 Maryville, MO MISA
32380 Mason City, IA MISA
32460 Mayfield, KY MISA
32500 Maysville, KY MISA
32540 McAlester, OK MISA
32580 McAllen-Edinburg-Mission, TX MSA
32620 McComb, MS MISA
32660 McMinnville, TN MISA
32700 McPherson, KS MISA
32740 Meadville, PA MISA
32780 Medford, OR MSA
32820 Memphis, TN-MS-AR MSA
32860 Menomonie, WI MISA
32900 Merced, CA MSA
32940 Meridian, MS MISA
32980 Merrill, WI MISA
33020 Mexico, MO MISA
33060 Miami, OK MISA
33100 Miami-Fort Lauderdale-West Palm Beach, FL MSA
33140 Michigan City-La Porte, IN MSA
33180 Middlesborough, KY MISA
33220 Midland, MI MSA
33260 Midland, TX MSA
33300 Milledgeville, GA MISA
33340 Milwaukee-Waukesha-West Allis, WI MSA
33420 Mineral Wells, TX MISA
33460 Minneapolis-St. Paul-Bloomington, MN-WI MSA
33500 Minot, ND MISA
33540 Missoula, MT MSA
33580 Mitchell, SD MISA
33620 Moberly, MO MISA
33660 Mobile, AL MSA
33700 Modesto, CA MSA
33740 Monroe, LA MSA
33780 Monroe, MI MSA
33860 Montgomery, AL MSA
33940 Montrose, CO MISA
33980 Morehead City, NC MISA
34020 Morgan City, LA MISA
34060 Morgantown, WV MSA
34100 Morristown, TN MSA
34140 Moscow, ID MISA
34180 Moses Lake, WA MISA
34220 Moultrie, GA MISA
34340 Mount Airy, NC MISA
34380 Mount Pleasant, MI MISA
34420 Mount Pleasant, TX MISA
34460 Mount Sterling, KY MISA
34500 Mount Vernon, IL MISA
34540 Mount Vernon, OH MISA
34580 Mount Vernon-Anacortes, WA MSA
34260 Mountain Home, AR MISA
34300 Mountain Home, ID MISA
34620 Muncie, IN MSA
34660 Murray, KY MISA
34700 Muscatine, IA MISA
34740 Muskegon, MI MSA
34780 Muskogee, OK MISA
34820 Myrtle Beach-Conway-North Myrtle Beach, SC-NC MSA
34860 Nacogdoches, TX MISA
34900 Napa, CA MSA
34940 Naples-Immokalee-Marco Island, FL MSA
34980 Nashville-Davidson–Murfreesboro–Franklin, TN MSA
35020 Natchez, MS-LA MISA
35060 Natchitoches, LA MISA
35100 New Bern, NC MSA
35220 New Castle, IN MISA
35260 New Castle, PA MISA
35300 New Haven-Milford, CT MSA
35380 New Orleans-Metairie, LA MSA
35420 New Philadelphia-Dover, OH MISA
35580 New Ulm, MN MISA
35620 New York-Newark-Jersey City, NY-NJ-PA MSA
35140 Newberry, SC MISA
35440 Newport, OR MISA
35460 Newport, TN MISA
35500 Newton, IA MISA
35660 Niles-Benton Harbor, MI MSA
35700 Nogales, AZ MISA
35740 Norfolk, NE MISA
35820 North Platte, NE MISA
35840 North Port-Sarasota-Bradenton, FL MSA
35860 North Vernon, IN MISA
35900 North Wilkesboro, NC MISA
35940 Norwalk, OH MISA
35980 Norwich-New London, CT MSA
36020 Oak Harbor, WA MISA
36100 Ocala, FL MSA
36140 Ocean City, NJ MSA
36220 Odessa, TX MSA
36260 Ogden-Clearfield, UT MSA
36300 Ogdensburg-Massena, NY MISA
36340 Oil City, PA MISA
36380 Okeechobee, FL MISA
36420 Oklahoma City, OK MSA
36460 Olean, NY MISA
36500 Olympia-Tumwater, WA MSA
36540 Omaha-Council Bluffs, NE-IA MSA
36580 Oneonta, NY MISA
36620 Ontario, OR-ID MISA
36660 Opelousas, LA MISA
36700 Orangeburg, SC MISA
36740 Orlando-Kissimmee-Sanford, FL MSA
36780 Oshkosh-Neenah, WI MSA
36820 Oskaloosa, IA MISA
36830 Othello, WA MISA
36840 Ottawa, KS MISA
36860 Ottawa-Peru, IL MISA
36900 Ottumwa, IA MISA
36940 Owatonna, MN MISA
36980 Owensboro, KY MSA
37020 Owosso, MI MISA
37060 Oxford, MS MISA
37080 Oxford, NC MISA
37100 Oxnard-Thousand Oaks-Ventura, CA MSA
37120 Ozark, AL MISA
37140 Paducah, KY-IL MISA
37220 Pahrump, NV MISA
37260 Palatka, FL MISA
37300 Palestine, TX MISA
37340 Palm Bay-Melbourne-Titusville, FL MSA
37420 Pampa, TX MISA
37460 Panama City, FL MSA
37500 Paragould, AR MISA
37540 Paris, TN MISA
37580 Paris, TX MISA
37620 Parkersburg-Vienna, WV MSA
37660 Parsons, KS MISA
37740 Payson, AZ MISA
37780 Pecos, TX MISA
37860 Pensacola-Ferry Pass-Brent, FL MSA
37900 Peoria, IL MSA
37940 Peru, IN MISA
37980 Philadelphia-Camden-Wilmington, PA-NJ-DE-MD MSA
38060 Phoenix-Mesa-Scottsdale, AZ MSA
38100 Picayune, MS MISA
38180 Pierre, SD MISA
38220 Pine Bluff, AR MSA
38240 Pinehurst-Southern Pines, NC MISA
38260 Pittsburg, KS MISA
38300 Pittsburgh, PA MSA
38340 Pittsfield, MA MSA
38380 Plainview, TX MISA
38420 Platteville, WI MISA
38460 Plattsburgh, NY MISA
38500 Plymouth, IN MISA
38540 Pocatello, ID MSA
38580 Point Pleasant, WV-OH MISA
38620 Ponca City, OK MISA
38700 Pontiac, IL MISA
38740 Poplar Bluff, MO MISA
38820 Port Angeles, WA MISA
38840 Port Clinton, OH MISA
38920 Port Lavaca, TX MISA
38940 Port St. Lucie, FL MSA
38780 Portales, NM MISA
38860 Portland-South Portland, ME MSA
38900 Portland-Vancouver-Hillsboro, OR-WA MSA
39020 Portsmouth, OH MISA
39060 Pottsville, PA MISA
39140 Prescott, AZ MSA
39220 Price, UT MISA
39260 Prineville, OR MISA
39300 Providence-Warwick, RI-MA MSA
39340 Provo-Orem, UT MSA
39380 Pueblo, CO MSA
39420 Pullman, WA MISA
39460 Punta Gorda, FL MSA
39500 Quincy, IL-MO MISA
39540 Racine, WI MSA
39580 Raleigh, NC MSA
39660 Rapid City, SD MSA
39700 Raymondville, TX MISA
39740 Reading, PA MSA
39780 Red Bluff, CA MISA
39860 Red Wing, MN MISA
39820 Redding, CA MSA
39900 Reno, NV MSA
39940 Rexburg, ID MISA
39980 Richmond, IN MISA
40060 Richmond, VA MSA
40080 Richmond-Berea, KY MISA
40100 Rio Grande City, TX MISA
40140 Riverside-San Bernardino-Ontario, CA MSA
40180 Riverton, WY MISA
40260 Roanoke Rapids, NC MISA
40220 Roanoke, VA MSA
40300 Rochelle, IL MISA
40340 Rochester, MN MSA
40380 Rochester, NY MSA
40540 Rock Springs, WY MISA
40420 Rockford, IL MSA
40460 Rockingham, NC MISA
40580 Rocky Mount, NC MSA
40620 Rolla, MO MISA
40660 Rome, GA MSA
40700 Roseburg, OR MISA
40740 Roswell, NM MISA
40780 Russellville, AR MISA
40820 Ruston, LA MISA
40860 Rutland, VT MISA
40900 Sacramento–Roseville–Arden-Arcade, CA MSA
40940 Safford, AZ MISA
40980 Saginaw, MI MSA
41400 Salem, OH MISA
41420 Salem, OR MSA
41460 Salina, KS MISA
41500 Salinas, CA MSA
41540 Salisbury, MD-DE MSA
41620 Salt Lake City, UT MSA
41660 San Angelo, TX MSA
41700 San Antonio-New Braunfels, TX MSA
41740 San Diego-Carlsbad, CA MSA
41860 San Francisco-Oakland-Hayward, CA MSA
41940 San Jose-Sunnyvale-Santa Clara, CA MSA
42020 San Luis Obispo-Paso Robles-Arroyo Grande, CA MSA
41760 Sandpoint, ID MISA
41780 Sandusky, OH MISA
41820 Sanford, NC MISA
42100 Santa Cruz-Watsonville, CA MSA
42140 Santa Fe, NM MSA
42200 Santa Maria-Santa Barbara, CA MSA
42220 Santa Rosa, CA MSA
42300 Sault Ste. Marie, MI MISA
42340 Savannah, GA MSA
42380 Sayre, PA MISA
42420 Scottsbluff, NE MISA
42460 Scottsboro, AL MISA
42540 Scranton–Wilkes-Barre–Hazleton, PA MSA
42620 Searcy, AR MISA
42660 Seattle-Tacoma-Bellevue, WA MSA
42680 Sebastian-Vero Beach, FL MSA
42700 Sebring, FL, FL MSA
42740 Sedalia, MO MISA
42780 Selinsgrove, PA MISA
42820 Selma, AL MISA
42900 Seneca Falls, NY MISA
42860 Seneca, SC MISA
42940 Sevierville, TN MISA
42980 Seymour, IN MISA
43020 Shawano, WI MISA
43060 Shawnee, OK MISA
43100 Sheboygan, WI MSA
43140 Shelby, NC MISA
43180 Shelbyville, TN MISA
43220 Shelton, WA MISA
43260 Sheridan, WY MISA
43300 Sherman-Denison, TX MSA
43320 Show Low, AZ MISA
43340 Shreveport-Bossier City, LA MSA
43380 Sidney, OH MISA
43420 Sierra Vista-Douglas, AZ MSA
43460 Sikeston, MO MISA
43500 Silver City, NM MISA
43580 Sioux City, IA-NE-SD MSA
43620 Sioux Falls, SD MSA
43660 Snyder, TX MISA
43700 Somerset, KY MISA
43740 Somerset, PA MISA
43760 Sonora, CA MISA
43780 South Bend-Mishawaka, IN-MI MSA
43900 Spartanburg, SC MSA
43940 Spearfish, SD MISA
43980 Spencer, IA MISA
44020 Spirit Lake, IA MISA
44060 Spokane-Spokane Valley, WA MSA
44100 Springfield, IL MSA
44140 Springfield, MA MSA
44180 Springfield, MO MSA
44220 Springfield, OH MSA
41060 St. Cloud, MN MSA
41100 St. George, UT MSA
41140 St. Joseph, MO-KS MSA
41180 St. Louis, MO-IL MSA
41220 St. Marys, GA MISA
44260 Starkville, MS MISA
44300 State College, PA MSA
44340 Statesboro, GA MISA
44420 Staunton-Waynesboro, VA MSA
44460 Steamboat Springs, CO MISA
44500 Stephenville, TX MISA
44540 Sterling, CO MISA
44580 Sterling, IL MISA
44620 Stevens Point, WI MISA
44660 Stillwater, OK MISA
44700 Stockton-Lodi, CA MSA
44740 Storm Lake, IA MISA
44780 Sturgis, MI MISA
44860 Sulphur Springs, TX MISA
44900 Summerville, GA MISA
44920 Summit Park, UT MISA
44940 Sumter, SC MSA
44980 Sunbury, PA MISA
45000 Susanville, CA MISA
45020 Sweetwater, TX MISA
45060 Syracuse, NY MSA
45140 Tahlequah, OK MISA
45180 Talladega-Sylacauga, AL MISA
45220 Tallahassee, FL MSA
45300 Tampa-St. Petersburg-Clearwater, FL MSA
45340 Taos, NM MISA
45380 Taylorville, IL MISA
45460 Terre Haute, IN MSA
45500 Texarkana, TX-AR MSA
45520 The Dalles, OR MISA
45540 The Villages, FL MSA
45580 Thomaston, GA MISA
45620 Thomasville, GA MISA
45660 Tiffin, OH MISA
45700 Tifton, GA MISA
45740 Toccoa, GA MISA
45780 Toledo, OH MSA
45820 Topeka, KS MSA
45860 Torrington, CT MISA
45900 Traverse City, MI MISA
45940 Trenton, NJ MSA
45980 Troy, AL MISA
46020 Truckee-Grass Valley, CA MISA
46060 Tucson, AZ MSA
46100 Tullahoma-Manchester, TN MISA
46140 Tulsa, OK MSA
46180 Tupelo, MS MISA
46220 Tuscaloosa, AL MSA
46300 Twin Falls, ID MISA
46340 Tyler, TX MSA
46380 Ukiah, CA MISA
46460 Union City, TN-KY MISA
46520 Urban Honolulu, HI MSA
46500 Urbana, OH MISA
46540 Utica-Rome, NY MSA
46620 Uvalde, TX MISA
46660 Valdosta, GA MSA
46700 Vallejo-Fairfield, CA MSA
46740 Valley, AL MISA
46780 Van Wert, OH MISA
46820 Vermillion, SD MISA
46860 Vernal, UT MISA
46900 Vernon, TX MISA
46980 Vicksburg, MS MISA
47020 Victoria, TX MSA
47080 Vidalia, GA MISA
47180 Vincennes, IN MISA
47220 Vineland-Bridgeton, NJ MSA
47240 Vineyard Haven, MA MISA
47260 Virginia Beach-Norfolk-Newport News, VA-NC MSA
47300 Visalia-Porterville, CA MSA
47340 Wabash, IN MISA
47380 Waco, TX MSA
47420 Wahpeton, ND-MN MISA
47460 Walla Walla, WA MSA
47540 Wapakoneta, OH MISA
47580 Warner Robins, GA MSA
47620 Warren, PA MISA
47660 Warrensburg, MO MISA
47700 Warsaw, IN MISA
47920 Washington Court House, OH MISA
47780 Washington, IN MISA
47820 Washington, NC MISA
47900 Washington-Arlington-Alexandria, DC-VA-MD-WV MSA
47940 Waterloo-Cedar Falls, IA MSA
47980 Watertown, SD MISA
48020 Watertown-Fort Atkinson, WI MISA
48060 Watertown-Fort Drum, NY MSA
48100 Wauchula, FL MISA
48140 Wausau, WI MSA
48180 Waycross, GA MISA
48220 Weatherford, OK MISA
48260 Weirton-Steubenville, WV-OH MSA
48300 Wenatchee, WA MSA
48460 West Plains, MO MISA
48540 Wheeling, WV-OH MSA
48580 Whitewater-Elkhorn, WI MISA
48660 Wichita Falls, TX MSA
48620 Wichita, KS MSA
48700 Williamsport, PA MSA
48780 Williston, ND MISA
48820 Willmar, MN MISA
48900 Wilmington, NC MSA
48940 Wilmington, OH MISA
48980 Wilson, NC MISA
49020 Winchester, VA-WV MSA
49080 Winnemucca, NV MISA
49100 Winona, MN MISA
49180 Winston-Salem, NC MSA
49220 Wisconsin Rapids-Marshfield, WI MISA
49260 Woodward, OK MISA
49300 Wooster, OH MISA
49340 Worcester, MA-CT MSA
49380 Worthington, MN MISA
49420 Yakima, WA MSA
49460 Yankton, SD MISA
49620 York-Hanover, PA MSA
49660 Youngstown-Warren-Boardman, OH-PA MSA
49700 Yuba City, CA MSA
49740 Yuma, AZ MSA
49780 Zanesville, OH MISA
49820 Zapata, TX MISA

Updated Frequently
The Metro Profiles update frequently. Register to receive update notifications. Next scheduled updates: Dec. 8, 2014 America’s Communities Program ACS 2013 city updates … Dec. 19, 2014 Establishments, Employmnet & Earnings 2014Q2 updates.

Role & Scope
The Metropolitan Area Profile (Metro Profile), a component of the Situation & Outlook, is a core ProximityOne information resource providing insights into characteristics and trends of current vintage metropolitan areas. Metro Profile is available for all metropolitan areas. The Metro Profile also provides a gateway to drill-down demographic, economic and business data for smaller geographic areas (cities, counties and census tracts) within the metro.

Support Using these Resources
Learn more about demographic economic data and related analytical tools. Join us in a Decision-Making Information Web session. There is no fee for these one-hour Web sessions. Each informal session is focused on a specific topic. The open structure also provides for Q&A and discussion of application issues of interest to participants.

Regional Economic Information System Update

.. per capita personal income (PCPI) is the most comprehensive measure of individual economic well-being. The PCPI has been updated with new estimates for all counties and metros. Among all metros for which the PCPI was estimated, the Atlanta metro was ranked number 154 in 2008 and 269 in 2013. The PCPI changed from $39,889 in 2008 to $41,307 in 2013, a change of $1,418 (3.55%). How might changing economic conditions impact you? How can you use personal income estimates and related measures to assess the impact of regional economic change? This section reviews how you can access and use these data for any county or metro. See the Web version of this section with interactive table.

Update: The Regional Economic Information System (REIS) updates on November 19, 2015 with new estimates for 2014, extending the time series.

Visual Analysis of PCPI Patterns
The following map shows the Atlanta metro (view profile) with bold brown boundary. Counties are labeled with county name and 2013 per capita personal income.

Click graphic for larger view. View developed with CV XE GIS software.
See this section to learn about making custom metro maps.

PCPI estimates, available as an annual time series 1969 through 2013, are developed as a part of the Regional Economic Information System (REIS). A distinguishing characteristic of the REIS data is that they are a set of multi-sourced data organized and used to estimate personal income. Personal income, unlike money income, is income received by all persons from all sources. See additional information about these data. A second characteristic is, unlike the American Community Survey (ACS), the REIS are not based mainly on a sample survey but rather employer reported data. Third, the lengthy annual time series lends itself to use in modeling and trend analysis based on a set of consistently defined subject matter.

Per Capita Personal Income Change by County: 2008-2013 Change

Click graphic for larger view. View developed with CV XE GIS software.

Counties with Highest PCPI
The following graphic shows counties with the largest 2013 PCPI.

Use the interactive table to rank counties on other measures or rank within a state.

View Individual Metro Profile
Use this interactive table to select a metro and view the metro profile. The following graphic illustrates clicking the link shown in column 2 to display the metro profile for the Dallas metro.

Equivalently, click this link to view the Dallas metro profile.

Data Analytics Lab Session
Join me in a Data Analytics Lab session where we review accessing, integrating and using the REIS data with other data. There is no fee. Discuss how tools and methods reviewed in this section can be applied to your situation.

About the Author
— Warren Glimpse is former senior Census Bureau statistician responsible for innovative data access and use operations. He is also the former associate director of the U.S. Office of Federal Statistical Policy and Standards for data access and use. He has more than 20 years of experience in the private sector developing data resources and tools for integration and analysis of geographic, demographic, economic and business data. Contact Warren. Join Warren on LinkedIn.

State Personal Income Patterns

Personal income is the income received by all persons from all sources;
the sum of net earnings by place of residence, property income, and personal current transfer receipts. This section, updated quarterly, summarizes tools available to analyze patterns of state personal income. See the calendar for schedule.

2013Q3 Patterns
State personal income growth slowed slightly to 1.1 percent in the third quarter of 2013, from 1.2 percent in the second quarter. Growth slowed in 25 states, accelerated in 22, and was unchanged in 3 states and the District of Columbia. Growth across states ranged from 0.4 percent in New Mexico to 1.9 percent in Mississippi.

The map presented below shows the percent change in personal income by state over the year 2012Q2 to 2013Q3 (the most recent estimate). Click the graphic to view a larger map that shows more detail and legend.

State Quarterly Personal Income; Percent Change 2012Q3 to 2013Q3

Interactive Table
Use this interactive table to view, rank, compare personal income by state based on estimates developed by the Bureau of Economic Analysis.

More Detail
Total personal income is the “tip of the iceberg.” To understand “what is the meaning of these state patterns of total personal income requires looking under the hood. The following more detailed data show estimates of the components of personal income for Texas.

Texas Components of Personal Income

GIS Project
The map view shown above was developed using CV XE GIS with associated GIS project (available for download by ProximityOne User Group members
(join now, no fee). Use the associated GIS project to visually analyze personal income patterns; integrate your own data.

Use Situation & Outlook to access/analyze the more detailed personal income data, integrated with related demographic-economic data.