Thailand

The Esri Thai datasets include Standard Demographics sourced from Michael Bauer Research GmbH, Advanced Demographics sourced from Esri Thailand, and ArcGIS Places data sourced from NOSTRA (through Esri Thailand) and Foursquare.

Data sources

Standard Demographics
Release:	November 2022.
Vintage:	2022
Data:	© Michael Bauer Research GmbH 2022 based on © National Statistical Office, UN.
Boundaries:	© Michael Bauer Research GmbH, Nuremberg, Germany, 2022. Data Source for Digital Boundaries: 2022 Michael Bauer Research GmbH based on. © GISTDA (Geo-Informatics and Space Technology Development Agency), Thailand. All sources modified and enhanced by Michael Bauer Research GmbH, utilization only with authorization.
Settlement Points:	Nostra 2021 Housing Units used to create 90m Hexagonal Mean Centroids verified with Esri imagery and 2020 Settlement Points.
Advanced Demographics
Release:	February 2024.
Vintage:	2022
Data:	© Esri Thailand, 2022.
Boundaries:	© Esri Thailand, 2022.
Settlement Points:	Vintage = Oct 2017 Nominal Spacing: 75-meters Based on: 2013 MDA BaseVue Land Cover (redelivered by MDA). 2016 Landsat8 Panchromatic Texture. 2016 HERE Road Intersections. 2016 GeoNames Populated Places. 2016 Vectors. 20160729 MBR Delivery.

Dataset information

Thailand
Three-letter ISO country code	THA
Currency	Thai Baht
Three-letter currency code	THB
Number of Standard Demographics attributes available	106
Number of Standard Demographics geography levels	3
Number of Advanced Demographics attributes available	477
Number of Advanced Demographics geography levels	4

Geography levels

Geography levels	Available through ArcGIS.com maps	Standard Demographics feature count	Advanced Demographics feature count
Country	X	1	1
Provinces	X	77	77
Districts	X	928	928
Subdistricts ¹	X	—	7,436

Note:

¹ Advanced Demographics only

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	TH.Districts	TH.Subdistricts
250 km ²	Centroids in Polygon	—	TH.Subdistricts
more	Centroids in Polygon	TH.Districts	TH.Districts

Note:

² Advanced Demographics only

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	Population	2022	Count of total population by regional boundaries.
Population Density	Population	2022	Regional population count divided by total regional sq. kilometers or miles.
Population per Mill	Population	2022	Count of total regional population divided by total national population and multiplied by 1,000.
Male/Female Population Totals	Population	2022	Count of regional male and female population.
Population Totals by Age and Gender	Age	2022	Count of regional total, male, and female population grouped by specific age increments.
Total Households	Households	2022	Count of total number of households within regional boundaries.
Average Household Size	Households	2022	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.
Purchasing Power	Income	2022	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	2022	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:

• 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 full list of available variables, methodology statement, and a sample report.

Field category	Data category	Vintage	Description
Population Totals	Population	2022	Count of regional total, female, and male population grouped by specific nationality categories: Central House and Middle House Registered (Thai nationalities), Other (non-Thai), and During Migration.
Population by Age Groups	Age	2022	Provides a count (grouped by specific age categories) and the median age of regional Central House Registered (Thai nationality) total, female, and male population.
Population by 1 Year Age	Age	2022	Count of regional total, female, and male population grouped by one-year age categories.
Population by 5 Year Age	Age	2022	Count of regional total, female, and male population grouped by five-year age categories.
Household Totals	Households	2022	Provides a count of total regional households and the average number of household members for this region. A household is typically defined as persons living together in one housing unit.
Household Income	Households	2022	Provides a sum and an average amount of regional annual household income.
Household Spending	Spending	2022	Estimated regional, annual household spending, provided in both the sum of regional annual spending by all households combined and an average that divides the regional annual spending by the number of regional households.
Population by Education	Education	2022	Count of regional total, female, and male population grouped by educational attainment categories.
Population by Occupation	Jobs	2022	Count of regional total, female, and male population grouped by occupation categories.

Advanced Demographics reference documents

Refer to the following reference documents:

• Esri Thailand release notes (PDF)
• Esri Thailand variable list (CSV)
• Methodology Statement Esri Thailand: 2021 Demographic Data (PDF)
• Esri Thailand sample report (PDF)
• Ready-to-use demographic maps (Esri Thailand)

ArcGIS Places data

ArcGIS Places data is available for Thailand sourced from data provided by NOSTRA (through Esri Thailand) and Foursquare. See Introduction to ArcGIS Places data for more information, including the ArcGIS products and services in which you can find Places data.

NOSTRA
Vintage:	2023
Base level geography:	Geocoded points

The following documents provide information about Places data—also known as points of interest (POI)—from NOSTRA:

• Landmark POIs (PDF)
• Landmark POI Code descriptions (PDF)
• POI Trademark Code descriptions (PDF)