Spain

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 levelsAvailable for SpainAvailable through ArcGIS.com mapsStandard Demographics feature countAdvanced 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 boundAggregation methodStandard Demographics level of geographyAdvanced 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 summaryData categoryVintageDescription

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

2023

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 categoryData categoryVintageDescription

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

Refer to the following reference documents: