European Cross-border Data (beta) | This is a new dataset from Esri that includes comparable attributes for 39 countries sourced from data supplied by Michael Bauer Research GmbH. The following information has been updated for these countries relevant to this dataset only: - Vintage 2023.
- Settlement points have been updated from 2017 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- 2023 Consumer Spending shows high deviation due to elevated inflation in almost all countries in this dataset and significant post-pandemic volatility.
- For reasons of data privacy, in areas with few regional inhabitants, all data except Population and Household numbers are anonymized. In these areas, variables simultaneously referring to currency and population are based on the national average; all other variables are set to zero.
- The following European countries are included in this dataset: Albania, Austria, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Cyprus, Czech Republic, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Italy, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Serbia, Slovakia, Slovenia, Spain, Sweden, Switzerland, Türkiye, and United Kingdom.
- See the Release notes for details.
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Argentina | - Vintage 2024 (Unemployed Persons 2023).
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- New geography level: Statistical Area.
- Geography level no longer available: Localities.
- Number of new attributes available: 6 Education (2024).
- Number of attributes no longer available: 11 Education (2021).
- 2024 Purchasing Power and Consumer Spending projections show a significant upward trend due to inflation.
- Unemployed Persons data shows a decline due to post-pandemic economic recovery.
- Age and Gender data are reported separately, not in combination.
- Unemployed Persons data is based on per-capita values of the respective Departamentos; Education data is based on the distribution of the respective Departamentos.
- For reasons of data privacy, in areas with few regional inhabitants, all data except Population and Household numbers are anonymized. In these areas, variables simultaneously referring to currency and population are based on the national average; all other variables are set to zero.
- See the Release notes for details.
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Australia | |
Bolivia | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- Number of new attributes available: 6 Education (2024); 4 Marital Status (2024).
- See the Release notes (PDF) for details.
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Brazil | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- New geography levels: Statistical Areas Level 2 and Statistical Areas Level 1.
- Geography levels no longer available: Districts, Subdistricts; Sectors.
- Number of new attributes available: 6 Education (2024).
- Number of attributes no longer available: 6 Education (2021).
- The new Census data shows a 3.4% national population decrease compared to former estimates—this is included in the 2024 projection.
- 2024 Purchasing Power projections show an upward trend due to inflation and economic growth.
- 2024 Consumer Spending projections show an upward trend due to inflation.
- Education is based on the distribution of the respective Municipios.
- For reasons of data privacy, in areas with few regional inhabitants, all data except Population and Household numbers are anonymized. In these areas, variables simultaneously referring to currency and population are based on the national average; all other variables are set to zero.
- See the Release notes (PDF) for details.
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Chile | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- New geography level: Municipalities.
- Geography level no longer available: Communes.
- 2024 Purchasing Power projections show an upward trend due to high inflation.
- 2024 Consumer Spending projections show an upward trend due to high inflation and increased consumer spending.
- See the Release notes (PDF) for details.
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Colombia | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- Number of new attributes: 6 Education (2024); 5 Households (2024).
- Number of attributes no longer available: 12 Education (2021); 1 Marital Status (2021).
- 2024 Purchasing Power projections show an upward trend due to high inflation.
- 2024 Consumer Spending projections show an upward trend due to high inflation and increased consumer spending.
- See the Release notes (PDF) for details.
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Ecuador | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- Census data showed a 2.8% population decrease compared to former estimates.
- See the Release notes (PDF) for details.
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Fiji | |
French Guiana | |
French Polynesia | |
Guyana | - Vintage 2024.
- 2024 Purchasing Power projections show a significant upward trend due to extremely high recent economic growth.
- See the Release notes (PDF) for details.
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New Caledonia | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- Number of new attributes: 6 Education (2024).
- Number of attributes no longer available: 10 Education (2021); 1 Households (2021); 1 Marital Status (2021).
- 2024 Census data showed a 1.1% population decrease compared to former estimates.
- 2024 Purchasing Power projections show a downward trend due to a revision of official macroeconomic input data.
- See the Release notes (PDF) for details.
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New Zealand | - Vintage 2024.
- New geography levels: Districts, Statistical Areas Level 2, and Statistical Areas Level 3.
- Geography levels no longer available: Territorial Authorities and Statistical Areas.
- Number of new attributes: 6 Education (2024).
- Number of attributes no longer available: 14 Education (2021); 1 Households (2021), 1 Marital Status (2021).
- 2024 Purchasing Power and Consumer Spending projections show an upward trend due to inflation.
- See the Release notes (PDF) for details.
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Paraguay | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- Number of new attributes: 6 Education (2024).
- Number of attributes no longer available: 17 Education (2021); 1 Households (2021).
- New input data from official statistics led to deviations in the Age groups.
- See the Release notes (PDF) for details.
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Papua New Guinea | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- See the Release notes (PDF) for details.
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Peru | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- New geography level: Departments.
- Geography level no longer available: Regions.
- Number of new attributes available: 6 Education (2024).
- Number of attributes no longer available: 12 Education (2021); 1 Marital Status (2021).
- See the Release notes (PDF) for details.
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Uruguay | - Vintage 2024 (Unemployed Persons 2023).
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- Number of new attributes available: 6 Education (2024).
- Number of attributes no longer available: 15 Education (2021).
- 2024 Population projections show a 1.5% decrease based on data from Instituto Nacional de
Estadística, UN.
- 2024 Consumer Spending projections show an upward trend due to inflation.
- Unemployed Persons data shows a decline due to post-pandemic economic recovery.
- See the Release notes (PDF) for details.
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Venezuela | - Vintage 2024.
- Settlement points have been updated from 2019 Esri raster-based points to the 2023 European Commission Global Human Settlement Layer (GHSL) raster points, which could result in changes to previously run values in some trade areas.
- Number of new attributes available: 6 Education (2024).
- Number of attributes no longer available: 8 Education (2021); 1 Households (2021); 1 Marital Status (2021).
- 2024 Purchasing Power projections show a significant upward trend due to high inflation.
- See the Release notes (PDF) for details.
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