The Esri German datasets include both Standard Demographics sourced from Michael Bauer Research GmbH and Advanced Demographics sourced from Nexiga.
Data sources
Standard Demographics | |
Release: | February 2023. |
Vintage: | 2022 |
Data: | © Michael Bauer Research GmbH 2022 based on © Statistisches Bundesamt. |
Boundaries: | © Michael Bauer Research GmbH, Nuremberg, Germany, 2022. Data Source for Digital Boundaries: 2022 Michael Bauer Research GmbH based on. © Nexiga, 2022. All sources modified and enhanced by Michael Bauer Research GmbH, utilization only with authorization. |
Settlement points: | Nexiga Jan 2022 Building Centroids with Population used to create 90m Hexagonal Mean Centroids verified with Esri Imagery and 2020 Settlement Points. |
Advanced Demographics | |
Release: | March 2022. |
Vintage: | 2021 |
Boundaries: | © Nexiga GmbH, 2021, Platz des 18. März, 10117, Berlin, Mitte, Berlin. Statistische Bundesamt, Statistisches Landesamt, Gemeinden, Post, Mikrozensus, Schober, Deutsche Telekom, div. Telekommunikationsunternehmen, Immoscout, KBA, OSM, DBI, B4P etc. |
Dataset information
| Germany | |
|---|---|
Three-letter ISO country code | DEU |
Currency | Euro |
Three-letter currency code | EUR |
Number of Standard Demographics attributes available | 126 |
Number of Standard Demographics geography levels | 8 |
Number of Advanced Demographics attributes available | 318 |
Number of Advanced Demographics geography levels | 8 |
Geography levels
| Geography levels | Available for Germany | Available through ArcGIS.com maps | Standard Demographics feature count | Advanced Demographics feature count |
|---|---|---|---|---|
Country | X | X | 1 | 1 |
Postcodes1/Postal Zones | X | -- | 10 | 10 |
States | X | X | 16 | 16 |
Provinces | X | X | 38 | -- |
Postcodes2/Postal Regions ¹ | X | -- | 95 | 95 |
Districts | X | X | 400 | 401 |
Postcodes5/Postcodes ¹ | X | -- | 8170 | 8170 |
Municipalities | X | X | 10993 | 11003 |
Neighborhoods ¹ | X | X | -- | 87980 |
Tip:
¹ Standard Demographics and Advanced Demographics use differing terms for these geography levels
Data apportionment settings
Learn more about how data apportionment works.
| Threshold upper bound | Aggregation method | Standard Demographics level of geography | Advanced Demographics level of geography |
|---|---|---|---|
150 km | Block Apportion | DE.Municipalities | DE.Neighborhoods |
250 km | Centroids in Polygon | DE.Municipalities | DE.Neighborhoods |
400 km | Centroids in Polygon | -- | DE.Municipalities |
more | Centroids in Polygon | DE.Postcodes5 | DE.Postcodes |
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 for the full list of available variables and sample report.
| Data type | Year | Description |
|---|---|---|
Total Population | 2022 | Count of total population by regional boundaries. |
Population Density | 2022 | Regional population count divided by total regional sq. kilometers/miles. |
Population per Mill | 2022 | Count of total regional population divided by total national population and multiplied by 1,000. |
Total population by gender | 2022 | Count of regional male and female population. |
Total Households | 2022 | Count of total number of households within regional boundaries. |
Average Household Size | 2022 | Average size of households within regional boundaries; calculated by dividing the number of persons living in households by the total number of households. |
Total population by age and gender | 2022 | Count of regional total, male, and female population grouped by age. |
Households by Income | 2022 | Count of regional households grouped by reported annual household income. |
Households by Type | 2022 | Count of regional households grouped by household population structure, for example, single parent with children, married couple no children, and so forth. |
Marital Status | 2022 | Count of regional adult population grouped by marital status type: single, married, etc. |
Educational Attainment | 2022 | Count of regional population grouped by educational attainment levels. |
Unemployed Population | 2021 | Count of regional unemployed population. |
Purchasing Power: Total | 2022 | Total regional disposable income (income after taxes). |
Purchasing Power: Per Mill | 2022 | Total regional disposable income (income after taxes) divided by total regional population and multiplied by 1,000. |
Purchasing Power: Per Capita | 2022 | Total regional disposable income (income after taxes) divided by total regional population. |
Purchasing Power: Index | 2022 | 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 Expenditures | 2022 | Total consumer expenditure for specific product and service types. Data provided includes:
|
Standard Demographics reference documents
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Advanced Demographics
Data categories
Esri provides Advanced Demographics in the below data categories for Germany.
Example variables
The following examples are representative of the available variables in the Advanced Demographics data categories for this region. See the Advanced Demographics reference documents for the full list of available variables, methodology, and sample report.
| Data type | Year | Description |
|---|---|---|
Total Population | 2021 | Count of total regional population. |
Population Density | 2021 | Regional population count divided by regional land measurement. |
Population by gender | 2021 | Count of regional male and female population. |
Population Forecast | 2021 | Forecast of estimated future regional population by specific incremental values, such as five-year, ten-year, or twenty-year projections. |
Birth Rate | 2021 | Count of the number of regional births for the past reporting period. For example, number of regional births over the past five years. |
Death Rate | 2021 | Count of the number of regional deaths for the past reporting period. For example, number of regional deaths over the past year. |
Nationality | 2021 | Count of regional population grouped by specific nationality or country of origin categories; might be further refined by age or gender categories. |
Population by age | 2021 | Count of regional population grouped by age. |
Population by age and gender | 2021 | Count of regional population grouped by age and gender. |
Total Households | 2021 | Count of regional households, typically defined as persons living together in one housing unit. |
Average Household Size | 2021 | Calculates average number of household members for this region; divides regional total number of all households and various household categories by the regional total number of household members. |
Households by size | 2021 | Count of regional households grouped by number of persons living in the household. |
Household composition | 2021 | Count of regional households grouped by household population structure, such as married couple with children, non-relatives, and so forth. |
Households by income | 2021 | Count of regional households grouped by income level categories. |
Households by ownership | 2021 | Count of regional households grouped by home rental or ownership and type. |
Households by income and age | 2021 | Count of regional households grouped by income level categories and householder age. |
Households by assets | 2021 | Count of regional households grouped by asset ownership, such as by the number of automobiles owned. |
Commute by type | 2021 | Count of regional employed population by transit to work methods, such as via train, car, work from home (no commute), and so forth; might be further refined by age, gender, and race or ethnicity categories. |
Total Businesses | 2021 | Count of total number of regional businesses. |
Companies by size | 2021 | Count of regional businesses grouped into size categories based on total number of employees. |
Business density | 2021 | Regional business count divided by regional land measurement. |
Business by type | 2021 | Count of regional businesses grouped by specific business type categories, such as retail, banking, medical facilities, and so forth. |
Business by Industry Segment | 2021 | Count of regional businesses grouped by established industry or business segments, such as medical professionals, retail, public service, and so forth. |
Total Vehicles | 2021 | Count of the total number of vehicles owned in this region. |
Vehicles by use | 2021 | Count of total vehicles owned in this region by usage categories, such as commercial, personal, and so forth. |
Purchasing Power | 2021 | Count of regional per capita disposable income based on the earner's place of residence. Includes a per-capita disposable income amount, a per-capita regional index that compares the region's disposable income overall value to the national value, a per MM €, and a forecast that estimates the region's ability to accumulate disposable income. |
Purchasing Power for Retail Sector | 2021 | Count of regional per capita disposable income available for spending on retail goods based on the earner's place of residence. Includes a per-capita disposable income, a per-capita regional index that compares the region's disposable income available for spending on retail goods to the national amount available for spending, a per MM €, and a forecast that estimates the region's future ability to accumulate disposable income. |
Retail Turnover | 2021 | Regional consumer expenditure based on business location (point of sale). Includes a per-inhabitant amount spent for specific sectors, a per-inhabitant regional index that compares regional spending to the national average spent in the same sectors, a per MM €, and a forecast of future spending. |