Spain—Esri Demographics Regional Data

Outline of map of Spain

The Esri Spanish datasets include both Standard Demographics sourced from Michael Bauer Research GmbH and Advanced Demographics sourced from AIS Group.

Data sources


Standard Demographics
Release:	February 2024.
Vintage:	2023
Data:	© Michael Bauer Research GmbH 2023 based on own compilation with data taken from the INE website: www.ine.es, Eurostat.
Boundaries:	© Michael Bauer Research GmbH, Nuremberg, Germany, 2023. Data source for Digital Boundaries: 2023 Michael Bauer Research GmbH based on own compilation with data taken from the INE website: www.ine.es. All sources modified and enhanced by Michael Bauer Research GmbH, utilization only with authorization.
Settlement Points:	The data used is 2022 Building and Parcel centroids from © Dirección General del Catastro (DGC), © National Geographic Institute (NGI), provided by Esri Spain, verified with Esri Imagery.
Advanced Demographics
Release:	October 2023.
Vintage:	2023
Data:	© Aplicaciones de Inteligencia Artificial (AIS), 2023.
Boundaries:	© Aplicaciones de Inteligencia Artificial (AIS), 2023.
Settlement Points:	These settlement points were created using the 2022 Building and Parcel centroids from Direccion General del Catastro (DGC) and National Geographic Institute (NGI), provided by Esri Spain and verified with Esri Imagery.

Dataset information


Spain
Three-letter ISO country code	ESP
Currency	Euro
Three-letter currency code	EUR
Number of Standard Demographics attributes available	131
Number of Standard Demographics geography levels	8
Number of Advanced Demographics attributes available	798
Number of Advanced Demographics geography levels	6

Geography levels


Geography levels	Available for Spain	Available through ArcGIS.com maps	Standard Demographics feature count	Advanced Demographics feature count
Country	X	X	1	1
Autonomous Communities	X	X	19	19
Provinces	X	X	52	52
Postcodes2	X	—	52	—
Postcodes3	X	—	426	—
Municipalities	X	X	8,131	8,176
Postcodes5/Census Districts ¹	X	—	10,851	10,567
Census Sections	X	X	36,502	36,427

Tip:

¹ Advanced Demographics uses Census Districts.

Data apportionment settings

Learn more about data apportionment.


Threshold upper bound	Aggregation method	Standard Demographics level of geography	Advanced Demographics level of geography
150 km	Block Apportion	ES.CensusSections	ES.CensusSections
250 km	Centroids in Polygon	ES.CensusSections	ES.CensusSections
400 km	Centroids in Polygon	ES.Postcodes5	ES.CensusDistricts
more	Centroids in Polygon	ES.Municipalities	ES.Municipalities

Standard Demographics

The following examples are representative of the Standard Demographics variables and data categories available for this region. See the Standard Demographics reference documents section below for the full list of available variables and a sample report.


Variable summary	Data category	Vintage	Description
Total Population	Population	2023	Count of total population by regional boundaries.
Population Density	Population	2023	Regional population count divided by total regional sq. kilometers or miles.
Population per Mill	Population	2023	Count of total regional population divided by total national population and multiplied by 1,000.
Male/Female Population Totals	Population	2023	Count of regional male and female population.
Population Totals by Age and Gender	Age	2023	Count of regional total, male, and female population grouped by specific age increments.
Total Households	Households	2023	Count of total number of households within regional boundaries.
Average Household Size	Households	2023	Average size of households within regional boundaries; calculated by dividing the total number of persons living in households in this region by the total number of regional households.
Households by Income	Income	2023	Count of regional households grouped by specific, reported annual household income categories.
Households by Type	Households	2023	Count of regional households grouped by specific household population structures, for example, single parent household with children or married couple household without children.
Marital Status	Marital Status	2023	Count of regional adult population grouped by specific marital status types, such as married or single.
Educational Attainment	Education	2023	Count of regional population grouped by educational attainment levels; might be further refined by age and gender categories.
Unemployed Population	Jobs	2022	Count of regional unemployed population.
Purchasing Power	Income	2023	Regional purchasing power. Data provided includes: Purchasing Power: Total—Total regional disposable income of private households. Purchasing Power: Per Mill—Total regional disposable income (income after taxes) divided by total regional population and multiplied by 1,000. Purchasing Power: Per Capita—Total regional disposable income (income after taxes) divided by total regional population. Purchasing Power: Index—A measure that compares the regional disposable income (income after taxes) to the national average, which has an index value of 100. For example, if a region's purchasing power index is 89, it has 11% less disposable income than the national average; if the region's index is 117, it has 17% more purchasing power than average.
Consumer Spending	Spending	2023	Total consumer spending for specific product and service categories. Data provided includes: Total expenditures—Total regional amount spent on the product or service category. For example, the total amount spent in this region on Alcoholic Beverages. Spending Per Mill—The total amount spent in this region on the product or service category divided by the total regional population and multiplied by 1,000. Spending Per Capita—The total amount spent in this region on the product or service category divided by the total regional population. Consumer Spending Index—A measure that compares regional spending on the product or service category to national spending. The national index value is 100. If a region's spending index is 89, the region spends 11% less than the national average on this category; if the regional index is 117, it spends 17% more than the national average.

Standard Demographics reference documents

Refer to the following reference documents:

Advanced Demographics

The following table contains a summary description of the available field categories for this region's Advanced Demographics. See the Advanced Demographics reference documents section below for the variable list (including spending details), methodology statement, and sample reports.


Field category	Data category	Vintage	Description
Population Totals	Population	2023	Count of regional total, male, and female population.
Foreign Nationalities / Foreign Nationalities by Gender	Population	2023	Count of regional total, male, and female population grouped by non-Spanish nationality categories—such as regional population from Bolivia.
EU Nationalities / EU Nationalities by Gender	Population	2023	Count of regional total, male, and female population grouped by specific EU nationality categories.
Country of Birth / Country of Birth by Gender	Population	2023	Count of regional total, male, and female population grouped by specific country of birth categories.
Place of Birth / Place of Birth by Gender	Population	2023	Count of regional total, male, and female population grouped by place of birth compared to current residence categories; for example, males born in the same province.
Poverty	Population	2023	Regional risk of poverty rate.
Income Totals	Income	2023	Provides the sum of regional household income per year, the regional average household income per year and per month, and the regional average annual and monthly income per capita.
Households by Income	Income	2023	Count of regional households grouped by specific income amount categories; for example, households with monthly income between €1389 and €1641.
Life Conditions	Income	2023	Count of regional households grouped by self-declared, specific income-related situations. For example, regional households late with mortgage payments in the past year 2+ times.
Household Type	Income and Households	2023	Count of regional households grouped by household type, such as single parent family or roommates; further refined by age categories.
5 Year Increments / 5 Year Increments by Gender	Age	2023	Count of regional total, male, and female population grouped by five-year age increments.
Household Totals	Households	2023	Provides a count of total regional households, typically defined as persons living together in one housing unit, and the average number of household members for this region.
Property Value	Housing	2023	Provides a count and an average selling or rental value of regional properties.
Education	Education and Spending	2023	Count of regional population grouped by educational attainment level categories.
Spending Totals	Spending	2023	Provides a sum and the estimated average total regional annual household spending.
Total/Average Spending on Food and Drinks	Spending	2023	Identifies specific food and drinks expenditure types and provides the sum and estimated average regional annual household spending on each type.
Total/Average Spending on Clothing	Spending	2023	Identifies specific clothing expenditure types and provides the sum and estimated average regional annual household spending on each type.
Total/Average Spending on Housing & Household Expenditures	Spending	2023	Identifies specific housing & household expenditure types and provides the sum and estimated average regional annual household spending on each type.
Total/Average Spending on Health and Personal Care	Spending	2023	Identifies specific health and personal care expenditure types and provides the sum and estimated average regional annual household spending on each type.
Total/Average Spending on Transportation	Spending	2023	Identifies specific transportation expenditure types and provides the sum and estimated average regional annual household spending on each type.
Total/Average Spending on Miscellaneous Expenditures	Spending	2023	Identifies specific miscellaneous expenditure types and provides the sum and estimated average regional annual household spending on each type.
Total/Average Spending on Entertainment	Spending	2023	Identifies specific entertainment expenditure types and provides the sum and estimated average regional annual household spending on each type.
Total/Average Spending on Education	Spending	2023	Identifies specific education expenditure types and provides the sum and estimated average regional annual household spending on each type.
Total/Average Spending on Insurance Services	Spending	2023	Identifies specific insurance services expenditure types and provides the sum and estimated average regional annual household spending on each type.
Electronics & Internet	Behaviors	2023	Identifies specific consumer habits related to electronics and the internet and provides a count of regional respondents with this habit; may include a date-time element, such as in the past week.
Information Communication Technology	Behaviors	2023	Identifies specific consumer habits related to information communication technology and provides a count of regional respondents with this habit; may include a date-time element, such as in the past week.
Online Shopping	Behaviors	2023	Identifies specific consumer habits related to online shopping and provides a count of regional respondents with this habit; may include a date-time element, such as in the past week.
Jobs	Jobs	2023	Count of regional unemployed population; further refined by age, gender, or previous employment categories. For example, unemployment in the construction sector.
Employment Totals	Jobs	2023	Provides a total count and an average of regional population and household members who are employed, unemployed, students, or at risk of poverty.

Advanced Demographics reference documents