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 | 2023 | Count of total population by regional boundaries. | |
Population Density | 2023 | Regional population count divided by total regional sq. kilometers or miles. | |
Population per Mill | 2023 | Count of total regional population divided by total national population and multiplied by 1,000. | |
Male/Female Population Totals | 2023 | Count of regional male and female population. | |
Population Totals by Age and Gender | 2023 | Count of regional total, male, and female population grouped by specific age increments. | |
Total Households | 2023 | Count of total number of households within regional boundaries. | |
Average Household Size | 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 | 2023 | Count of regional households grouped by specific, reported annual household income categories. | |
Households by Type | 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 | 2023 | Count of regional adult population grouped by specific marital status types, such as married or single. | |
Educational Attainment | 2023 | Count of regional population grouped by educational attainment levels; might be further refined by age and gender categories. | |
Unemployed Population | 2023 | Count of regional unemployed population. | |
Purchasing Power | 2023 | Regional purchasing power. Data provided includes:
| |
Consumer Spending | 2023 | Total consumer spending for specific product and service categories. Data provided includes:
|
Standard Demographics reference documents
Refer to the following reference documents:
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- Ready-to-use demographic maps
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 | 2023 | Count of regional total, male, and female population. | |
Foreign Nationalities / Foreign Nationalities by Gender | 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 | 2023 | Count of regional total, male, and female population grouped by specific EU nationality categories. | |
Country of Birth / Country of Birth by Gender | 2023 | Count of regional total, male, and female population grouped by specific country of birth categories. | |
Place of Birth / Place of Birth by Gender | 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 | 2023 | Regional risk of poverty rate. | |
Income Totals | 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 | 2023 | Count of regional households grouped by specific income amount categories; for example, households with monthly income between €1389 and €1641. | |
Life Conditions | 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 | 2023 | Count of regional total, male, and female population grouped by five-year age increments. | |
Household Totals | 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 | 2023 | Provides a count and an average selling or rental value of regional properties. | |
Education | 2023 | Count of regional population grouped by educational attainment level categories. | |
Spending Totals | 2023 | Provides a sum and the estimated average total regional annual household spending. | |
Total/Average Spending on Food and Drinks | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 2023 | Identifies specific insurance services expenditure types and provides the sum and estimated average regional annual household spending on each type. | |
Electronics & Internet | 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 | 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 | 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 | 2023 | Count of regional unemployed population; further refined by age, gender, or previous employment categories. For example, unemployment in the construction sector. | |
Employment Totals | 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: