What's New in Esri Demographics (June 2018)

TamaraGrant1

by Lucy Guerra

The June release covers a lot of ground for demographic updates including the annual update of U.S. demographic data. Esri’s Demographic Data Development team has incorporated the latest sources to provide 2018 estimates and 2023 projections of topics including population by age, sex, and race, as well as income and home value. In addition, employment by industry/occupation, education, marital status, daytime population, and Esri’s Tapestry Segmentation database have all been updated to reflect these recent estimates. Read more about the 2018/2023 U.S. Demographic updates.

The June release also includes updates to over 30 countries in Europe and other regions of the world. Read on to learn more about the demographic data in Western Europe, Eastern Europe, or see the other improvements. Or you can jump ahead to learn how these updates affect you.

Western Europe Updates

Andorra (MB Research)	All attributes have been updated from 2015 to 2017.
Austria (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016. New area level: Zaehlsprengel (Statistical Areas). New Attributes: Households by Type: One-person household. Couple with dependent child(ren). Couple with no dependent child(ren). Lone parent household with dependent child(ren). Two- or more family households. Multi person household (no family).
Cyprus (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Faroe Islands (MB Research)	All attributes have been updated from 2015 to 2017.
Finland (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016. Changed Attributes: Population 15 years and over by Education: Upper secondary (ISCED 3/4) renamed to Population 15 years and over by Education: Upper secondary education. Population 15 years and over by Education: Lwst. level tert. (ISCED 5) renamed to Population 15 years and over by Education: Post-secondary non-tertiary education. Population 15 years and over by Education: Lower level tert. (ISCED 6) renamed to Population 15 years and over by Education: Short-cycle tertiary education. Population 15 years and over by Education: Higher level tert. (ISCED 7) renamed to Population 15 years and over by Education: Bachelor’s or equivalent level. Population 15 years and over by Education: Doctorate level (ISCED 😎 renamed to Population 15 years and over by Education: Master’s or equivalent level. New Attributes: Population 15 years and over by Education: Doctoral or equivalent level.
Greece (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Iceland (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Ireland (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016. New area level: Small Areas. Changed Attributes: Households by Type: Husband and Wife Households renamed to Households by Type: Married couple households. Households by Type: Husband, Wife and Children Households renamed to Households by Type: Married couple with children households. Households by Type: Cohabiting Couple and Children Households renamed to Households by Type: Cohabiting couple with children households. Households by Type: Father and Children Households renamed to Households by Type: One parent family (father) with children households. Households by Type: Mother and Children Households renamed to Households by Type: One parent family (mother) with children households. Households by Type: Couple, Children and Others Households renamed to Households by Type: Couple with children and others households. Households by Type: Father, Children and Others Households renamed to Households by Type: One parent family (father) with children and others households. Households by Type: Mother, Children and Others renamed to Households by Type: One parent family (mother) with children and others households. Population 15 years and over by Education: No Formal Education renamed to Population 15 years and over by Education: Education has not ceased. Population 15 years and over by Education: Primary Education renamed to Population 15 years and over by Education: No formal Education. Population 15 years and over by Education: Lower Secondary renamed to Population 15 years and over by Education: Primary Education. Population 15 years and over by Education: Upper Secondary renamed to Population 15 years and over by Education: Lower Secondary. Population 15 years and over by Education: Technical or Vocational qualification renamed to Population 15 years and over by Education: Upper Secondary. Population 15 years and over by Education: Advanced Certificate/Completed Apprenticeship renamed to Population 15 years and over by Education: Technical or Vocational qualification. Population 15 years and over by Education: Higher Certificate renamed to Population 15 years and over by Education: Advanced Certificate/Completed Apprenticeship. Population 15 years and over by Education: Ordinary Bachelor Degree or National Diploma renamed to Population 15 years and over by Education: Higher Certificate. Population 15 years and over by Education: Honours Bachelor Degree, Professional Qualification or both renamed to Population 15 years and over by Education: Ordinary Bachelor Degree or National Diploma. Population 15 years and over by Education: Postgraduate Diploma or Degree renamed to Population 15 years and over by Education: Honours Bachelor Degree, Professional Qualification or both. Population 15 years and over by Education: Doctorate (Ph.D) or higher renamed to Population 15 years and over by Education: Postgraduate diploma or degree. Population 15 years and over by Education: Not Stated renamed to Population 15 years and over by Education: Doctorate (Ph.D) or higher. New Attributes: Population 15 years and over by Education: Not stated.
Liechtenstein (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Luxembourg (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Malta (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016. Changed Attributes: Population 15 years and over by Education: No schooling renamed to Population 15 years and over by Education: no schooling. Population 15 years and over by Education: Pre-primary/Special school for persons with a disability/Primary level renamed to Population 15 years and over by Education: primary. Population 15 years and over by Education: Secondary level renamed to Population 15 years and over by Education: lower secondary. Population 15 years and over by Education: Post-secondary level renamed to Population 15 years and over by Education: upper secondary. Population 15 years and over by Education: Non-tertiary level renamed to Population 15 years and over by Education: post-secondary non-tertiary. Population 15 years and over by Education: Tertiary level renamed to Population 15 years and over by Education: tertiary.
Monaco (MB Research)	All attributes have been updated from 2015 to 2017.
Portugal (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.

Eastern Europe Updates

Albania (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Belarus (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Bosnia and Herzegovina (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Bulgaria (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Croatia (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016. New Attributes: Households in 1st (lowest) Income Quintile, below 52,343 Croatian Kuna. Households in 2nd Income Quintile, from 52,343 to below 88,393 Croatian Kuna. Households in 3rd Income Quintile, from 88,393 to below 128,436 Croatian Kuna. Households in 4th Income Quintile, from 128,436 to below 188,822 Croatian Kuna. Households in 5th Income Quintile, 188,822 Croatian Kuna and above.
Czech Republic (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016. Changed Attributes: Population 15 years and over by Education: without education – overall renamed to Population by Education: no formal education (ISCED 0). Population 15 years and over by Education: primary school and unfinished primary school- overall renamed to Population by Education: primary not completed. Population 15 years and over by Education: skilled and secondary technical without A level – overall renamed to Population by Education: primary and lower secondary education (ISCED 1, 2). Population 15 years and over by Education: secondary school with A level – overall renamed to Population by Education: secondary general with graduation. Population 15 years and over by Education: extension study – overall renamed to Population by Education: secondary technical with graduation. Population 15 years and over by Education: higher vocational education – overall renamed to Population by Education: post-secondary education non-tertiary (ISCED 4). Population 15 years and over by Education: university education – bachelor degree – overall renamed to Population by Education: post-secondary professional education (ISCED 5B). Population 15 years and over by Education: university education – master degree – overall renamed to Population by Education: Bachelor (ISCED 5A). Population 15 years and over by Education: not identified – overall renamed to Population by Education: Master (ISCED 5A). New Attributes: Population by Education: Doctoral Population by Education: secondary, incl. vocational education (ISCED 3C). Population by Education: undefined (younger than 15 years). Population by Education: unknown.
Hungary (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Kosovo (MB Research)	All attributes have been updated from 2015 to 2017.
Latvia (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Lithuania (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Macedonia (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Moldova (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Montenegro (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Romania (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Serbia (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016. New area level: Naselija (Settlement).
Slovakia (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Slovenia (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016. New Attributes: Marital Status: single. Marital Status: married. Marital Status: divorced. Marital Status: widowed. Households in 1st (lowest) Income Quintile, below 11,920 Euro. Households in 2nd Income Quintile, from 11,920 to below 18,711 Euro. Households in 3rd Income Quintile, from 18,711 to below 25,915 Euro. Households in 4th Income Quintile, from 25,915 to below 36,478 Euro. Households in 5th Income Quintile, 36,478 Euro and above.
Ukraine (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016.
Turkey (MB Research)	All attributes have been updated from 2015 to 2017 with the exception of Unemployed Persons from 2014 to 2016. Changed Attributes: Population 6 years and over by Education: Literate but no school completed renamed to Population 6 years and over by Education: literate without any diploma. Population 6 years and over by Education: Junior high school or vocational school at the same level renamed to Population 6 years and over by Education: junior or vocational high school. Population 6 years and over by Education: High school or vocational school at the same level renamed to Population 6 years and over by Education: high and vocational high school. Population 6 years and over by Education: Higher education renamed to Population 6 years and over by Education: universities and other higher educational institutions. Population 6 years and over by Education: Master renamed to Population 6 years and over by Education: master’s degree (including 5 or 6 years faculties). Population 6 years and over by Education: Doctorate renamed to Population 6 years and over by Education: doctoral degree. Population 6 years and over by Education: Literacy status unknown renamed to Population 6 years and over by Education: unknown.

Other Improvements

Europe: Belgium, Denmark, France, Germany, Spain, Switzerland, Poland (MB Research)	Settlement Points are an estimate of likelihood of settlement at low levels and are used in the aggregation of demographic data to apportion and summarize data. The Settlement Points have been updated with this release. Users may see changes in returned results even though the demographic data itself has not been updated.
Algeria (MB Research)	Boundaries have been corrected to include missing unpopulated islands.
Egypt (MB Research)	Boundaries have been corrected to include missing unpopulated islands.
Namibia (MB Research)	Geography names have been corrected on names with special characters.
Japan (Esri Japan)	Average Savings per Household has been updated to display data in yen instead of units of 10,000 yen.

How will these updates affect me?

For the Ready-to-Use Living Atlas Maps User within ArcGIS Online

Demographic layers and maps for 32 countries are updated.

For the Business Analyst and Community Analyst User

Business Analyst and Community Analyst users can access the updated data through reports, infographics, and maps. The complete attribute list for each country is accessible through the data browser contained in the application.

For the Data Enrichment user in ArcGIS Online or ArcGIS Maps for Office

The June 2018 update provides access to the datasets shown above. For a detailed explanation of new or deleted attributes in datasets, see the relevant sections above.

For the Developer using the REST endpoints of the GeoEnrichment Service

The underlying datasets of the REST endpoints of the GeoEnrichment Service were updated in June 2018. Some of the changes to the REST endpoints included in this release are:

1. Changes to the layer IDs of the administrative/statistical boundaries.
2. Changes to the layer names of the administrative/statistical boundaries.
3. Changes to attributes/analysis variables including additions and deletions.

Because of updates to the underlying data, users of the GeoEnrichment Service may need to update these items in the query parameters of REST requests to the service from their apps. To view the updated REST endpoints, you will need to access the GeoEnrichment Service with a developer or organizational account, using a token request.