Tag Archives: Bureau of Labor Statistics

Metro Quarterly Establishments, Employment & Earnings by Industry

.. data, tools and methods to analyze metro business  patterns and trends .. the most current and comprehensive measures of business activity by county, metro and higher level geography are provided by the Establishments, Employment & Earnings (EEE) database. Use the resources described here to analyze establishments, employment and wages by metro for the most recent quarter and over-the-year change — by quarter 2013 through 2015.  Updated quarterly, the 2016Q1 data become available September 7, 2016. See the related Web section for more details.

These metro by metro EEE datasets are  closely integrated with the metros Situation & Outlook reports. Click a CBSA code in the “Code” column in that table then select related section 6.6. to access/download quarterly data for a metro.

Where Does America Make Things?
The graphic below shows percent employment in the manufacturing sector (employment in the private manufacturing sector as a percent of total private sector employment by county). This view illustrates how the EEE data can be used to develop insights.  Click graphic for larger view providing more detail. Use the GIS tools to analyze similar patterns for any industry. Interpreting this map graphic and alternative data resources … join us in a Data Analytics Lab session where we discuss making and interpreting this map view and alternatives.

– view developed with ProximityOne CV XE GIS and related GIS project.

Two Key Data Resources
1) Use the interactive table in the Web section to example total establishments, employment and wages for any selected MSA and/or in comparison with other MSAs.

2) Download metro quarterly Establishments, Employment & Earnings (EEE) by type of business data. Click a quarterly download link in Section 6.6 for a selected metro (see above note) and download the full 6-digit NAICS detail data for any/all quarters starting with 2013Q1 (CSV structure). These files provide 6-digit NAICS type of business code detail and included columns for :
for the most recent quarter ..
• establishments
• 1st, 2nd, and 3rd month employment
• total wages and average weekly wages
• establishments location quotient
• 1st, 2nd, and 3rd month employment location quotient
• wages and average weekly wages location quotient
for over-the-year change (previous year, same quarter ..
• establishments
• 1st, 2nd, and 3rd month employment
• total wages and average weekly wages
• establishments location quotient
• 1st, 2nd, and 3rd month employment location quotient
• wages and average weekly wages location quotient

Using the Interactive Table
Updated quarterly, use the interactive table in the Web section to view, rank, compare individual metros with other metro. The following graphic shows metros ranked in descending order by 2015Q4 average weekly wages. Columns to the right show over-the-year (2014Q4-2015Q4 in this case) characteristics.

– click graphic for larger view.

Using the Downloaded Data
Access/download quarterly establishments, employment & earnings data by detailed NAICS category using theSituation & Outlook Metro Reports. Select a metro from the interactive table by click a link in the “Code” column. The S&O metro report opens in a new page. In the table of contents, select section 6.6. from the table of contents (Establishments, Employment & Earnings by Detailed Type of Business). See this example for the Chicago metro.  See the related Web section for more details on using the download data files. .

Location Quotients
Pre-computed location quotients are included in the downloadable files. Location quotients (LQ) are ratios (indicators) that measure the concentration of an industry within a specific area (metro in this case) to the concentration of that industry nationwide.

If an employment LQ is equal to 1, then the industry has the same share of its area employment as it does in the nation. An employment LQ greater than 1 indicates an industry with a greater share of the local area employment than is the case nationwide. For example, Las Vegas will have an LQ greater than 1 in the Leisure and Hospitality industry because this industry makes up a larger share of the Las Vegas employment total than it does for the nation as a whole.

Employment LQs are calculated by first, dividing local industry employment by the all industry total of local employment. Second, national industry employment is divided by the all industry total for the nation. Finally, the local ratio is divided by the national ratio.

LQs are provided in the downloadable file for:
a) the reference quarter for each of establishments, employment and wages, and
b) over-the-year change for each of establishments, employment and wages.

Location Quotients will be reviewed in more detail in an upcoming blog post.

Important features of these data
• Tabulated for all counties, metros, states and the U.S.
• Tabulated for detailed types of business (6-digit NAICS).
• Tabulated quarterly and annually, the data enable time-series modeling.
• Employer-based administratively collected data; not estimates.
• Short lag (5 months) between reporting date and date of data accessibility
– data for first quarter 2016 (2016Q1) are available mid-September 2016.

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.

Navigating the U.S. Federal Statistical System

.. an overview of the Federal statistical system and how to access data  .. the U.S. Federal Statistical System offers a vast array of diverse data resources that are useful in wide-ranging planning and analytical applications. Many of these data resources, such as census block level demographics from the decennial census, are unique in scope and content; in many cases there are no alternative data resources.

But there are issues/challenges for the data user to navigate the Federal Statistical System. Examples … the Bureau of Labor Statistics releases total employment data by county quarterly and monthly through multiple programs. The data values differ, for methodological reasons, but the net result can be confusion. The Census Bureau releases total employment data from many statistical programs by county both annually and more frequently. Where are these alternative total employment data and how can they be accessed? How do these various measures differ and which data are right for my situation? This section provides basic statistical program information. Subsequent updates will provide more detail.

This section provides an overview of the U.S. Federal Statistical System (FSS) and information that can help stakeholders navigate access to selected types of data produced by the FSS. While the FSS is focused on agencies that collect, develop and make available statistical data, there is a broader set of data and resources that relate to accessing and using these data. As technology and related data analytics resources have evolved, access to and use of these data is closely associated with the development of geographic data by Federal statistical and other agencies and Geographic Information Systems (GIS).

The FSS is a decentralized set of agencies that collect, develop and make available statistical and geographic data. The OMB Office of Statistical Programs and Standards (SPS) provides a FSS coordinative role. The SPS establishes statistical policies and standards, identifies priorities for improving programs, evaluates statistical agency budgets, reviews and approves Federal agency information collections involving statistical methods, and coordinates U.S. participation in international statistical activities.

While the FSS spans more than 100 agencies, the 13 “principal statistical agencies” have statistical work as their principal mission. Excluding funding for the decennial census ($919.3 million requested for the Decennial Census for FY 2016), approximately 38 percent ($2,486.9 million of the $6,486.6 million total proposed for FY 2016 President’s budget request) of overall funding for Federal statistical activities (of the Executive Branch) provides resources for these 13 agencies. The principal statistical agencies include:
Census Bureau (Commerce)
Bureau of Economic Analysis (Commerce)
Bureau of Justice Statistics (Justice)
Bureau of Labor Statistics (Labor)
Bureau of Transportation Statistics (Transportation)
Economic Research Service (Agriculture)
Energy Information Administration (Energy)
National Agricultural Statistics Service (Agriculture)
National Center for Education Statistics (Education)
National Center for Health Statistics (CDC/HHS)
National Center for Science and Engineering Statistics NSF/Independent
Office of Research, Evaluation, and Statistics — SSA/Independent
Statistics of Income (IRS)

The remaining 62 percent of the FY 2016 budget involves more than 100 programs that conduct statistical activities in conjunction with another program mission. These statistical programs are components within a Federal department or other agency. They include a broad set of centers, institutes, and organizations in addition to the 13 principal statistical agencies.

There are also Federal agencies whose statistical activities are not part of the Executive Branch. These agencies include the Congressional Budget Office, which develops and applies projection models for the budgetary impact of current and proposed Federal programs; the Federal Reserve Board, which compiles the widely used Flow of Funds report and other statistical series and periodically conducts the Survey of Consumer Finances; and the U.S. Government Accountability Office, which uses statistical data in evaluations of government programs.

Guide to Navigating the Federal Statistical System
The following graphic is a snapshot of the Guide to Navigating the Federal Statistical System. See http://proximityone.com/fss.htm to access the entire guide.

– 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

User Group Notes Updated

.. new ProximityOne User Group notes were posted today, June 28, 2016.  See updates at http://proximityone.com/usergroup_notes.htm.

Join the no fee ProximityOne User Group … connect with like-minded folks interested in developing, integrating and using decision-making information. The User Group provides software, data access and application support privileges only available to members.

.. see more information. Join in.

Population by Age, Gender & Race/Origin 2010-2015

.. tools to examine characteristics and patterns of U.S. & state population by age, gender & race/origin, 2010-2015 annually .. access individual state and area profiles.

What are the 10 states with the largest Hispanic population? How is Hispanic population distributed by age in the U.S. or any particular state? In which states does the Hispanic population comprise more than half of the total population? And by age? Get answers to these types of questions using data access and analytical tools described in this section.

Using the Interactive Table
The following graphic illustrates use of the interactive table. Tools are used to select only 2015 and show only the total and Hispanic columns, then rank in descending order on Hispanic population. It is easy to see which states have the largest Hispanic population and in relation to the total population.

Tip of the Iceberg
It’s not just about Hispanic and total population; perform similar queries/analyses by gender and for each of the five major race groups. These data are based on the latest Census Bureau 2015 model-based population estimates released in June 2016. The data options are not limited to the 2015 data; annual revised data for 2010 through 2015 are included. Find out about the size and trends for specific age groups of interest.

More about the Interactive Table
Use the interactive table to perform other types of queries/analyses described above. Click a link in the table to view an extended profile for each area. The profiles are developed using the Regional Demographic-Economic Modeling System (RDEMS). When a profile is opened (new web page), analyze these population by age by gender by race/origin in context of related wide-ranging, multi-sourced data. Access the profiles for drill-down geography including counties and other areas.

Use the RDEMS current estimates (2016) and annual 5-year projections (to 2021) to examine this same scope of subject matter to the county level.

The interactive table includes a row for the U.S. and each state. Column structure and content are described below the table.
• Click the “link” (column 3) to view the RDEMS POP1 profile.
• See about more operations and usage notes below table.

Viewing Extended Profile for an Area
Clicking the link for Arizona, as illustrated above, shows the full “POP1” table/profile for Arizona. Clicking the link is equivalent to clicking this link: http://proximityone.com/rdems/1/rdems04000pop1.htm.
  • click the above link now to view the full profile.
  • California profile
  • Texas profile
  • Access any state using the interactive table

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.

State Demographic-Economic Briefing Notes

.. with the ever increasing availability of demographic and economic data, it can be difficult to access key up-to-date data for the U.S. and individual states, metros and counties … among other geography.

Here we look at the “tip of the iceberg” — intentionally. This section provides links to access State Demographic-Economic Briefing Notes. A summary of selected key demographic-economic measures and trends for each state are presented in comparison with the U.S. Use the Briefing Notes to facilitate briefings to others, collaboration and to obtain a snapshot of current and trending conditions. These data are mostly taken from the more detailed tables available as links at the bottom of each Briefing Notes section.

The Briefing Notes have been developed using the Regional Demographic-Economic Modeling System (RDEMS). The Briefing Notes sections and related detailed tables update frequently.

The per capita real Gross Domestic Product (GDP) estimates, new this past week from the Bureau of Economic Analysis, for 2010 and 2015 were added today. See how this comprehensive measure of economic well-being is trending and compares to the U.S. overall in states of interest.

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
Alabama
Alaska
Arizona
Arkansas
California
Colorado
Connecticut
Delaware
District of Columbia
Florida
Georgia
Hawaii
Idaho
Illinois
Indiana
Iowa
Kansas
Kentucky
Louisiana
Maine
Maryland
Massachusetts
Michigan
Minnesota
Mississippi

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.

America’s Million+ Population Cities: Chicago

.. there are 10 U.S. cities having population of 1 million or more … Chicago is ranked 3rd among all U.S. cities based on 2015 population.  The population of Chicago, IL changed from 2,695,605 in 2010 to 2,720,546 in 2015 (24,941 or 0.9%). The population of the U.S. overall changed from 308,758,105 in 2010 to 321,418,820 in 2015 (12,660,715 or 4.1%). Examine population characteristics and trends of the city of Chicago in context of other cities and counties using the interactive table.

Chicago is a principal city of the Chicago-Naperville-Elgin, IL-IN-WI Metropolitan Statistical Area (CBSA 16980). This section reviews selected geographic, demographic and economic characteristics of the city of Chicago and tools to analyze these data.

Chicago City in Regional Context
Chicago city is shown as green-fill semi-transparent area.

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

Chicago Urbanized Area (orange fill pattern below city layer)
.. about urbanized areas

Examining Characteristics, Patterns and Trends of Chicago
View extended demographic-economic characteristics of Chicago in this table. Compare attributes of the city for 2012, 2014 and change. Annual demographic-economic estimates are available for all geographies for areas of 65,000 population or more from the American Community Survey (ACS).

Regional Demographic-Economic System & Cook County, IL
View Cook County tables from RDEMS. Click links below to view demographic-economic characteristics of the county.
POP1 Population & Components of Change
POP2 Population by Age
HSG1 Housing Units & New Residential Construction
DEM1 Demographic-Economic Profile
LF1 Labor Force
LF2 Labor Force
EST1 Establishments, Employment, Earnings
CA4 Personal Income and Employment by Major Component
CA5 Personal Income by Major Component and Earnings by Industry
CA6 Compensation of Employees by Industry
CA25 Employment by Industry
CA30 Economic Profile
CA35 Current Transfer Receipts
CA45 Farm Income & Expenses

Comparing Chicago Annual Total Population to Other Areas
Use the interactive table in the related section to view, rank, query and compare annual population estimates for states, cities, counties and sub-county areas of interest.

View, Rank, Compare Chioago with any/all Other Cities
Use these tables based on ACS 2014 5-year estimates to view Chicago in context with other cities.
General Demographics
Social Characteristics
Economic Characteristics
Housing Characteristics

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.

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.