Brazil

The Esri Brazilian datasets are sourced from Michael Bauer Research GmbH.

Data source

Release:	November 2022.
Vintage:	2021
Data:	© Michael Bauer Research GmbH 2022 based on © Instituto Brasileiro de Geografia e Estatística (IBGE), UN.
Boundaries:	© Michael Bauer Research GmbH, Nuremberg, Germany, 2022. Data source for Digital Boundaries: 2022 Michael Bauer Research GmbH based on © 2013 Instituto Brasileiro de Geografia e Estatistica.
Settlement Points:	Vintage = Oct 2017 Nominal Spacing: 75-meters Based on: 2013 MDA BaseVue Land Cover (redelivered by MDA in 2016) 2016 Landsat8 Panchromatic Texture 2016 HERE Road Intersections 2016 GeoNames Populated Places 2016 Vectors 20180913 MBR Delivery.

Dataset information

Brazil
Three-letter ISO country code	BRA
Currency	Brazilian Real
Three-letter currency code	BRL
Number of attributes available	112
Number of geography levels	6

Geography levels

Geography levels	Available for Brazil	Available through ArcGIS.com maps	Feature count
Country	X	X	1
States	X	X	27
Municipalities	X	X	5,570
Districts	X	X	10,283
Subdistricts	X	X	10,908
Sectors	X	X	315,788

Data apportionment settings

Learn more about how data apportionment works.

Threshold upper bound	Aggregation method	Level of geography
150 km	Block Apportion	BR.Sectors
250 km	Centroids in Polygon	BR.Sectors
400 km	Centroids in Polygon	BR.Subdistricts
more	Centroids in Polygon	BR.Districts

Standard Demographics

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

Variable summary	Data category	Vintage	Description
Total Population	Population	2021	Count of total population by regional boundaries.
Population Density	Population	2021	Regional population count divided by total regional sq. kilometers or miles.
Population per Mill	Population	2021	Count of total regional population divided by total national population and multiplied by 1,000.
Male/Female Population Totals	Population	2021	Count of regional male and female population.
Population Totals by Age and Gender	Age	2021	Count of regional total, male, and female population grouped by specific age increments.
Total Households	Households	2021	Count of total number of households within regional boundaries.
Average Household Size	Households	2021	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.
Educational Attainment	Education	2021	Count of regional population grouped by educational attainment levels; might be further refined by age and gender categories.
Purchasing Power	Income	2021	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	2021	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.

Reference documents

Refer to the following reference documents:

• Release notes (PDF)
• Variable list (CSV)
• Sample report (PDF)
• Ready-to-use demographic maps