https://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/dataCollections?f=pjsonThe GeoEnrichment service uses the concept of a data collection to define the data attributes returned by the enrichment service. Each data collection has a unique name that acts as an ID that is passed in the dataCollections parameter of the GeoEnrichment service.
Some data collections (such as default) can be used in all supported countries. Other data collections may only be available in one or a collection of countries. Data collections may only be available in a subset of countries because of differences in the demographic data that is available for each country.
Note:
There are a few countries that don't have all 5 variables in the KeyGlobalFacts data collection.
Note:
An examination of the entire global listing of variables, and associated datasets, can be conveyed with the use of this data browser.
Request parameters
| Parameter | Details |
|---|---|
Optional parameter to specify an array of string values that describe what derivative variables to include in the output. Example - Return a data collection with the additional variables and associated metadata for percent, average, and index values: addDerivativeVariables=all | |
Optional parameter to request the output geometries in a specified spatial reference system. Default value 4326 | |
Optional parameter to return only values that are not NULL in the output response. Adding the optional suppressNullValues parameter to any statistical data collections discovery method will reduce the size of the output that is returned. Default value false | |
Optional parameter to specify the output response format. Default value json |
Optional parameters
addDerivativeVariables
Optional parameter to specify an array of string values that describe what derivative variables to include in the output.
Examples
Example 1 - Return a statistical data collection with the additional variables and associated metadata for percent's, averages and index values:
addDerivativeVariables=all
Example 2 - Return a statistical data collection with the additional variables and associated metadata for index values:
addDerivativeVariables=index
Additional notes
- The enumerated list of accepted values are as follows:
addDerivativeVariables=percent,index,average,all,*
- Support the use of the derivative statistics can also be performed in the enrich operation through the analysisVariables parameter.
outSR
Optional parameter to request the output geometries in a specified spatial reference system.
When returnGeometry is set to true, this optional parameter can be specified to explicitly indicate the spatial reference system of the output geometry. The parameter value can be specified as the well-known ID describing the projected coordinate system or geographic coordinate system.
Default value
4326
The standard latitude and longitude-based geographic coordinate system based on the WGS 1984 datum will be used.
Examples
Example 1 - Specify the output geometry in the Web Mercator (Auxiliary Sphere) projected coordinate system based on the WGS 1984 datum:
outSR=3857
Additional notes
- For a list of valid WKID values, see Projected coordinate systems and Geographic coordinate systems.
suppressNullValues
Optional parameter to return only values that are not NULL in the output response. Adding the optional suppressNullValues parameter to any statistical data collections discovery method will reduce the size of the output that is returned.
Default value
false
Examples
suppressNullValues=true
Additional notes
- Setting this optional parameter to true will significantly reduce the size of the output of the statistical data collection response.
- You will have to handle duck typed cases where some metadata may not be returned for a given variables because a value is set to NULL.
f
Optional parameter to specify the output response format.
Default value
json
The output response will be returned in HTML format.
Examples
Example 1 - Request the output geometries in JSON format:
f=json
Additional notes
- Supported formats include JSON and XML.
Example usage
Request example 1
Return a list of data collections that can be run in any country. In this example you can see all the data collections and variables available for any country.
https%3A%2F%2Fgeoenrich.arcgis.com%2Farcgis%2Frest%2Fservices%2FWorld%2Fgeoenrichmentserver%2FGeoenrichment%2FdataCollections%3Ff%3DpjsonJSON response example 1
{
"DataCollections" : [ {
"dataCollectionID" : "KeyGlobalFacts",
"metadata" : {
"title" : "Key Global Facts",
"name" : "KeyGlobalFacts",
"shortDescription" : "Key global demographic facts",
"longDescription" : "Key demographic facts for the all countries supported by the geoenrichment service, variables include population, households, gender, and average household size. The source for the data from the U.S. is Esri, Environics for Canada, and Michael Bauer Research (BMBR) for the remaining countries.",
"url" : "",
"keywords" : "Global, Key, Facts, Demographics, Indicators, Population",
"creationDate" : 0,
"lastRevisionDate" : 0,
"webmap" : "",
"coverage" : "North America, Europe, and the rest of the world",
"author" : "Esri",
"countries" : null,
"royalties" : [ {
"provider" : "MBR",
"costUnits" : 5
} ],
"IsRoyalties" : true,
"mobileinfographics" : "{\"icon\":true}",
"icon" : "key",
"categories" : [ {
"id" : "Population",
"name" : "Population",
"alias" : "Population",
"description" : "Population Category",
"displayOrder" : "100"
} ],
"filters" : [ {
"id" : "Gender",
"name" : "Gender",
"aliasname" : "Gender",
"type" : "Enumeration",
"enumValues" : "Male,Female"
} ],
"datasets" : null,
"hierarchies" : null
},
"data" : [ {
"id" : "TOTPOP",
"alias" : "Total Population",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : null,
"fieldCategory" : "Key Demographic Indicators",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : 20,
"units" : "count",
"vintage" : null,
"hideInDataBrowser" : true,
"filteringTags" : [ ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "TOTHH",
"alias" : "Total Households",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : null,
"fieldCategory" : "Key Demographic Indicators",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : null,
"hideInDataBrowser" : true,
"filteringTags" : [ ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "AVGHHSZ",
"alias" : "Average Household Size",
"type" : "esriFieldTypeDouble",
"precision" : 2,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : null,
"fieldCategory" : "Key Demographic Indicators",
"indexBase" : 2.58,
"percentBase" : null,
"percentBaseAlias" : null,
"indexType" : "value",
"popularity" : 10,
"units" : "count",
"vintage" : null,
"hideInDataBrowser" : true,
"filteringTags" : [ ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "TOTMALES",
"alias" : "Male Population",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : null,
"fieldCategory" : "Age: 5 Year Increments",
"indexBase" : null,
"percentBase" : "TOTPOP_CY",
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : null,
"hideInDataBrowser" : true,
"filteringTags" : [ {
"id" : "Gender",
"name" : "Gender",
"value" : "Male"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "TOTFEMALES",
"alias" : "Female Population",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : null,
"fieldCategory" : "Age: 5 Year Increments",
"indexBase" : null,
"percentBase" : "TOTPOP_CY",
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : null,
"hideInDataBrowser" : true,
"filteringTags" : [ {
"id" : "Gender",
"name" : "Gender",
"value" : "Female"
} ],
"derivative" : false,
"provider" : "MBR"
}
]
}
]
}
Request example 2
View a description for a single data collection within a given country. You can use the child resources within a discovery page to view a particular data collection available for Sweden.
https://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/dataCollections/se/EducationalAttainment?f=pjsonhttps%3A%2F%2Fgeoenrich.arcgis.com%2Farcgis%2Frest%2Fservices%2FWorld%2Fgeoenrichmentserver%2FGeoenrichment%2FdataCollections%2Fse%2FEducationalAttainment%3Ff%3DpjsonJSON response example 2
{
"DataCollections" : [ {
"dataCollectionID" : "EducationalAttainment",
"metadata" : {
"title" : "Educational Attainment",
"name" : "EducationalAttainment",
"shortDescription" : "Sweden Educational Attainment",
"longDescription" : "Educational Attainment for Sweden includes the population by educational attainment data variables. This collection contains data from Michael Bauer Research.",
"url" : "",
"keywords" : "Sweden, Education, Educational Attainment, Primary, Secondary, Post-secondary, Upper Secondary, Post-graduate",
"creationDate" : 1434130200000,
"lastRevisionDate" : 1434130200000,
"webmap" : "",
"author" : "Esri",
"countries" : "SE",
"royalties" : [ {
"provider" : "MBR",
"costUnits" : 8
} ],
"IsRoyalties" : true,
"categories" : [ {
"id" : "Education",
"name" : "Education",
"alias" : "Education",
"description" : "Education Category",
"displayOrder" : "75"
} ],
"filters" : [ {
"id" : "Source",
"name" : "Source",
"aliasname" : "Source",
"type" : "Enumeration",
"enumValues" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"aliasname" : "Year",
"type" : "Enumeration",
"enumValues" : "2017"
} ],
"datasets" : "SWE_MBR_2017",
"hierarchies" : "census"
},
"data" : [ {
"id" : "EDUC01_CY",
"alias" : "2017 Pop 16+/Edu: Primary/Secondary < 9 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2017 Pop Age 16+ by Education: primary and secondary education less than 9 Years (ISCED97 1)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : 100,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC02_CY",
"alias" : "2017 Pop 16+/Edu: Primary/Secondary 9-10 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2017 Pop Age 16+ by Education: primary and secondary education 9-10 years (ISCED97 2)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC03_CY",
"alias" : "2017 Pop 16+/Edu: Upper Secondary < 2 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2017 Pop Age 16+ by Education: upper secondary education, 2 years or less (ISCED97 3C)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC04_CY",
"alias" : "2017 Pop 16+/Edu: Upper Secondary 3 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2017 Pop Age 16+ by Education: upper secondary education 3 years (ISCED97 3A)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : 90,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC05_CY",
"alias" : "2017 Pop 16+/Edu: Post-secondary < 3 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2017 Pop Age 16+ by Education: post-secondary education, less than 3 years (ISCED97 4+5B)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC06_CY",
"alias" : "2017 Pop 16+/Edu: Post-secondary > 3 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2017 Pop Age 16+ by Education: post-secondary education 3 years or more (ISCED97 5A)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : 80,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC07_CY",
"alias" : "2017 Pop 16+/Edu: Post-Graduate",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2017 Pop Age 16+ by Education: post-graduate education (ISCED97 6)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC08_CY",
"alias" : "2017 Pop 16+/Edu: No Information",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2017 Pop Age 16+ by Education: no information about level of educational attainment",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}
]
}
]
}
Request example 3
Suppress null values for a given request. Applying the suppressNullValues parameter reduces the size of your output.
https://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/dataCollections/se/EducationalAttainment?f=pjson&suppressNullValues=truehttps%3A%2F%2Fgeoenrich.arcgis.com%2Farcgis%2Frest%2Fservices%2FWorld%2Fgeoenrichmentserver%2FGeoenrichment%2FdataCollections%2Fse%2FEducationalAttainment%3Ff%3Dpjson%26amp%3BsuppressNullValues%3DtrueJSON response example 3
{
"DataCollections" : [ {
"dataCollectionID" : "EducationalAttainment",
"metadata" : {
"title" : "Educational Attainment",
"name" : "EducationalAttainment",
"shortDescription" : "Sweden Educational Attainment",
"longDescription" : "Educational Attainment for Sweden includes the population by educational attainment data variables. This collection contains data from Michael Bauer Research.",
"url" : "",
"keywords" : "Sweden, Education, Educational Attainment, Primary, Secondary, Post-secondary, Upper Secondary, Post-graduate",
"creationDate" : 1434130200000,
"lastRevisionDate" : 1434130200000,
"webmap" : "",
"author" : "Esri",
"countries" : "SE",
"royalties" : [ {
"provider" : "MBR",
"costUnits" : 8
} ],
"IsRoyalties" : true,
"categories" : [ {
"id" : "Education",
"name" : "Education",
"alias" : "Education",
"description" : "Education Category",
"displayOrder" : "75"
} ],
"filters" : [ {
"id" : "Source",
"name" : "Source",
"aliasname" : "Source",
"type" : "Enumeration",
"enumValues" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"aliasname" : "Year",
"type" : "Enumeration",
"enumValues" : "2017"
} ],
"datasets" : "SWE_MBR_2017",
"hierarchies" : "census"
},
"data" : [ {
"id" : "EDUC01_CY",
"alias" : "2017 Pop 16+/Edu: Primary/Secondary < 9 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"description" : "2017 Pop Age 16+ by Education: primary and secondary education less than 9 Years (ISCED97 1)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"popularity" : 100,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC02_CY",
"alias" : "2017 Pop 16+/Edu: Primary/Secondary 9-10 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"description" : "2017 Pop Age 16+ by Education: primary and secondary education 9-10 years (ISCED97 2)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC03_CY",
"alias" : "2017 Pop 16+/Edu: Upper Secondary < 2 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"description" : "2017 Pop Age 16+ by Education: upper secondary education, 2 years or less (ISCED97 3C)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC04_CY",
"alias" : "2017 Pop 16+/Edu: Upper Secondary 3 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"description" : "2017 Pop Age 16+ by Education: upper secondary education 3 years (ISCED97 3A)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"popularity" : 90,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC05_CY",
"alias" : "2017 Pop 16+/Edu: Post-secondary < 3 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"description" : "2017 Pop Age 16+ by Education: post-secondary education, less than 3 years (ISCED97 4+5B)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC06_CY",
"alias" : "2017 Pop 16+/Edu: Post-secondary > 3 Years",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"description" : "2017 Pop Age 16+ by Education: post-secondary education 3 years or more (ISCED97 5A)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"popularity" : 80,
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC07_CY",
"alias" : "2017 Pop 16+/Edu: Post-Graduate",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"description" : "2017 Pop Age 16+ by Education: post-graduate education (ISCED97 6)",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}, {
"id" : "EDUC08_CY",
"alias" : "2017 Pop 16+/Edu: No Information",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"description" : "2017 Pop Age 16+ by Education: no information about level of educational attainment",
"fieldCategory" : "2017 Educational Attainment (MBR)",
"units" : "count",
"vintage" : "2017",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2017"
} ],
"derivative" : false,
"provider" : "MBR"
}
]
}
]
}
Request example 4
Optionally return a subset of output fields in the data collection. Using the optional outfields parameter you can significantly improve the performance of requests by reducing the size of the output.
https://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/DataCollections/se/EducationalAttainment?f=pjson&outfields=["id","alias"]https%3A%2F%2Fgeoenrich.arcgis.com%2Farcgis%2Frest%2Fservices%2FWorld%2Fgeoenrichmentserver%2FGeoenrichment%2FDataCollections%2Fse%2FEducationalAttainment%3Ff%3Dpjson%26amp%3Boutfields%3D%5B%22id%22%2C%22alias%22%5DJSON response example 4
In this example, only the ID and Alias of each data collection field is returned. {
"DataCollections" : [ {
"dataCollectionID" : "EducationalAttainment",
"metadata" : {
"title" : "Educational Attainment",
"name" : "EducationalAttainment",
"shortDescription" : "Sweden Educational Attainment",
"longDescription" : "Educational Attainment for Sweden includes the population by educational attainment data variables. This collection contains data from Michael Bauer Research.",
"url" : "",
"keywords" : "Sweden, Education, Educational Attainment, Primary, Secondary, Post-secondary, Upper Secondary, Post-graduate",
"creationDate" : 1434130200000,
"lastRevisionDate" : 1434130200000,
"webmap" : "",
"author" : "Esri",
"countries" : "SE",
"royalties" : [ {
"provider" : "MBR",
"costUnits" : 8
} ],
"IsRoyalties" : true,
"categories" : [ {
"id" : "Education",
"name" : "Education",
"alias" : "Education",
"description" : "Education Category",
"displayOrder" : "75"
} ],
"filters" : [ {
"id" : "Source",
"name" : "Source",
"aliasname" : "Source",
"type" : "Enumeration",
"enumValues" : "MBR"
}, {
"id" : "Year",
"name" : "Year",
"aliasname" : "Year",
"type" : "Enumeration",
"enumValues" : "2017"
} ],
"datasets" : "SWE_MBR_2017",
"hierarchies" : "census"
},
"data" : [ {
"id" : "EDUC01_CY",
"alias" : "2017 Pop 16+/Edu: Primary/Secondary < 9 Years"
}, {
"id" : "EDUC02_CY",
"alias" : "2017 Pop 16+/Edu: Primary/Secondary 9-10 Years"
}, {
"id" : "EDUC03_CY",
"alias" : "2017 Pop 16+/Edu: Upper Secondary < 2 Years"
}, {
"id" : "EDUC04_CY",
"alias" : "2017 Pop 16+/Edu: Upper Secondary 3 Years"
}, {
"id" : "EDUC05_CY",
"alias" : "2017 Pop 16+/Edu: Post-secondary < 3 Years"
}, {
"id" : "EDUC06_CY",
"alias" : "2017 Pop 16+/Edu: Post-secondary > 3 Years"
}, {
"id" : "EDUC07_CY",
"alias" : "2017 Pop 16+/Edu: Post-Graduate"
}, {
"id" : "EDUC08_CY",
"alias" : "2017 Pop 16+/Edu: No Information"
}
]
}
]
}
Request example 5
Return derivative statistics for a data collection. Specifies a list of field names that make up the travel consumer spending data collection. This list will include variables for the averages and index values.
https://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/DataCollections/US/TravelCEX?addDerivativeVariables=["average","index"]&f=pjsonhttps%3A%2F%2Fgeoenrich.arcgis.com%2Farcgis%2Frest%2Fservices%2FWorld%2Fgeoenrichmentserver%2FGeoenrichment%2FDataCollections%2FUS%2FTravelCEX%3FaddDerivativeVariables%3D%5B%22average%22%2C%22index%22%5D%26amp%3Bf%3DpjsonJSON response example 5
{
"DataCollections" : [ {
"dataCollectionID" : "TravelCEX",
"metadata" : {
"title" : "Travel",
"name" : "TravelCEX",
"shortDescription" : "Travel",
"longDescription" : "The Travel Spending data collection includes expenditures on apparel, shoes, jewelry, and dry cleaning. Consumer Spending data are derived from the 2015 and 2016 Consumer Expenditure Surveys, Bureau of Labor Statistics. Data is reported by product or service and includes total expenditures, average spending per household, and a Spending Potential Index (SPI). This collection contains data from Esri's 2018 Consumer Spending database.",
"url" : "",
"keywords" : "spending, expenditures, spend, travel, trips, airlines, planes, flying, fares, lodging",
"creationDate" : 1495725960526,
"lastRevisionDate" : 1495725960526,
"webmap" : "",
"author" : "Esri",
"countries" : "US",
"IsRoyalties" : false,
"categories" : [ {
"id" : "Spending",
"name" : "Spending",
"alias" : "Spending",
"description" : "Spending Category",
"displayOrder" : "60"
} ],
"filters" : [ {
"id" : "Source",
"name" : "Source",
"aliasname" : "Source",
"type" : "Enumeration",
"enumValues" : "Esri and Bureau of Labor Statistics"
}, {
"id" : "Year",
"name" : "Year",
"aliasname" : "Year",
"type" : "Enumeration",
"enumValues" : "2018"
} ],
"datasets" : "USA_ESRI_2018",
"hierarchies" : "census"
},
"data" : [ {
"id" : "X7001_X",
"alias" : "Travel",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : "TOTHH_CY",
"averageBaseAlias" : "2018 Total Households",
"description" : "2018 Travel",
"fieldCategory" : "2018 Travel (Consumer Spending)",
"indexBase" : 2153.78,
"percentBase" : null,
"percentBaseAlias" : null,
"indexType" : "average",
"popularity" : null,
"units" : "currency",
"vintage" : "2018",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "Esri and Bureau of Labor Statistics"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2018"
} ],
"derivative" : false
}, {
"id" : "X7001_X_I",
"alias" : "Travel: Index",
"type" : "esriFieldTypeInteger",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2018 Travel: Index",
"fieldCategory" : "2018 Travel (Consumer Spending)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : "2018",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "Esri and Bureau of Labor Statistics"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2018"
} ],
"derivative" : true
}, {
"id" : "X7001_X_A",
"alias" : "Travel: Average",
"type" : "esriFieldTypeDouble",
"precision" : 2,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2018 Travel: Average",
"fieldCategory" : "2018 Travel (Consumer Spending)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "currency",
"vintage" : "2018",
"hideInDataBrowser" : false,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "Esri and Bureau of Labor Statistics"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2018"
} ],
"derivative" : true
},
...
{
"id": "X7026_A",
"alias" : "Avg: Trips-Other Entertainment Services",
"type" : "esriFieldTypeDouble",
"precision" : 2,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2018 Entertainment on Trips - Other Entertainment Services: Average",
"fieldCategory" : "2018 Travel (Consumer Spending)",
"indexBase" : 27.79,
"percentBase" : null,
"percentBaseAlias" : null,
"indexType" : "value",
"popularity" : null,
"units" : "currency",
"vintage" : "2018",
"hideInDataBrowser" : true,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "Esri and Bureau of Labor Statistics"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2018"
} ],
"derivative" : false
}, {
"id" : "X7026_A_I",
"alias" : "Avg: Trips-Other Entertainment Services: Index",
"type" : "esriFieldTypeInteger",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2018 Entertainment on Trips - Other Entertainment Services: Average: Index",
"fieldCategory" : "2018 Travel (Consumer Spending)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : "2018",
"hideInDataBrowser" : true,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "Esri and Bureau of Labor Statistics"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2018"
} ],
"derivative" : true
}, {
"id" : "X7026_I",
"alias" : "Index: Trips-Other Entertainment Services",
"type" : "esriFieldTypeDouble",
"precision" : 0,
"length" : null,
"averageBase" : null,
"averageBaseAlias" : null,
"description" : "2018 Entertainment on Trips - Other Entertainment Services: Index",
"fieldCategory" : "2018 Travel (Consumer Spending)",
"indexBase" : null,
"percentBase" : null,
"percentBaseAlias" : null,
"popularity" : null,
"units" : "count",
"vintage" : "2018",
"hideInDataBrowser" : true,
"filteringTags" : [ {
"id" : "Source",
"name" : "Source",
"value" : "Esri and Bureau of Labor Statistics"
}, {
"id" : "Year",
"name" : "Year",
"value" : "2018"
} ],
"derivative" : false
}
]
}
]
}
- The response has been abbreviated in the example where "..." is noted.
Primary data collections
The following table lists the data collections and countries that are currently available:
Note:
The primary data collections are used in each country's summary report.
| Primary Data Collection Name(s) | Countries | Supported Languages |
|---|---|---|
| KeyGlobalFacts | All | English |
| KeyWEFacts | Western Europe | English |
| KeyUSFacts | US | English |
| KeyCanFacts | Canada (CA) | English |
| ALFacts ALSpend | Albania (AL) | English |
| DZFacts | Algeria (DZ) | English |
| ADFacts | Andorra (AD) | English |
| AOFacts | Angola (AO) | English |
| ARFacts | Argentina (AR) | English |
| AMFacts | Armenia (AM) | English |
| AWFacts | Aruba (AW) | English |
| AUFacts AUSpend | Australia (AU) | English |
| ATFacts ATSpend | Austria (AT) | English |
| AZFacts | Azerbaijan (AZ) | English |
| BSFacts | Bahamas (BS) | English |
| BHFacts BUSpend | Bahrain (BH) | English |
| BDFacts | Bangladesh (BD) | English |
| BYFacts BYSpend | Belarus (BY) | English |
| BEFacts BESpend | Belgium (BE) | English |
| BMFacts | Bermuda (BM) | English |
| BOFacts | Bolivia (BO) | English |
| BAFacts BASpend | Bosnia and Herzegovina (BA) | English |
| BWFacts | Botswana (BW) | English |
| BRFacts BRSpend | Brazil (BR) | English |
| BGFacts BGSpend | Bulgaria (BG) | English |
| CMFacts | Cameroon (CM) | English |
| KYFacts | Cayman Islands (KY) | English |
| CLFacts CLSpend | Chile (CL) | English |
| CNFacts CNSpend | China (CN) | English |
| COFacts COSpend | Colombia (CO) | English |
| CRFacts CRSpend | Costa Rica (CR) | English |
| CIFacts | Côte d'Ivoire (CI) | English |
| HRFacts HRSpend | Croatia (HR) | English |
| CYFacts CYSpend | Cyprus (CY) | English |
| CZFacts CZSpend | Czech Republic (CZ) | English |
| DKFacts DKSpend | Denmark (DK) | English |
| DOFacts | Dominican Republic (DO) | English |
| ECFacts | Ecuador (EC) | English |
| EGFacts | Egypt (EG) | English |
| SVFacts | El Salvador (SV) | English |
| EEFacts EESpend | Estonia (EE) | English |
| FOFacts | Faroe Islands (FO) | English |
| FIFacts FISpend | Finland (FI) | English |
| FRFacts FRSpend | France (FR) | English |
| PFFacts | French Polynesia (PF) | English |
| GEFacts | Georgia (GE) | English |
| DEFacts DESpend | Germany (DE) | English |
| GHFacts | Ghana (GH) | English |
| GRFacts GRSpend | Greece (GR) | English |
| GLFacts | Greenland (GL) | English |
| GPFacts | Guadaloupe (GP) | English |
| GTFacts | Guatamala (GT) | English |
| HNFacts | Honduras (HN) | English |
| HKFacts HKSpend | Hong Kong (HK) | English |
| HUFacts HUSpend | Hungary (HU) | English |
| ISFacts ISSpend | Iceland (IS) | English |
| INFacts INSpend | India (IN) | English |
| IDFacts | Indonesia (ID) | English |
| IEFacts IESpend | Ireland (IE) | English |
| ILFacts ILSpend | Israel (IL) | English |
| ITFacts ITSpend | Italy (IT) | English |
| JMFacts | Jamaica (JM) | English |
| JPFacts JPSpend | Japan (JP) | English |
| JOFacts | Jordan (JO) | English |
| KZFacts | Kazakhstan (KZ) | English |
| KEFacts | Kenya (KE) | English |
| XKFacts | Kosovo (XK) | English |
| KWFacts | Kuwait (KW) | English |
| KGFacts | Kyrgyzstan (KG) | English |
| LVFacts LVSpend | Latvia (LV) | English |
| LBFacts | Lebanon (LB) | English |
| LSFacts | Lesotho (LS) | English |
| LIFacts LISpend | Liechtenstein (LI) | English |
| LTFacts LTSpend | Lithuania (LT) | English |
| LUFacts LUSpend | Luxembourg (LU) | English |
| MOFacts | Macau (MO) | English |
| MKFacts MKSpend | Macedonia (MK) | English |
| MWFacts | Malawi (MW) | English |
| MYFacts MYSpend | Malaysia (MY) | English |
| MTFacts MTSpend | Malta (MT) | English |
| MQFacts | Martinique (MQ) | English |
| MUFacts MUSpend | Mauritius (MU) | English |
| MXFacts MXSpend | Mexico (MX) | English |
| MDFacts MDSpend | Moldova (MD) | English |
| MCFacts | Monaco (MC) | English |
| MNFacts | Mongolia (MN) | English |
| MEFacts MESpend | Montenegro (ME) | English |
| MAFacts | Morocco (MA) | English |
| MZFacts | Mozambique (MZ) | English |
| NAFacts | Namibia (NA) | English |
| NLFacts NLSpend | Netherlands (NL) | English |
| NCFacts | New Caledonia (NC) | English |
| NZFacts NZSpend | New Zealand (NZ) | English |
| NIFacts | Nicaragua (NI) | English |
| NGFacts | Nigeria (NG) | English |
| NOFacts NOSpend | Norway (NO) | English |
| OMFacts | Oman (OM) | English |
| PKFacts | Pakistan (PK) | English |
| PAFacts | Panama (PA) | English |
| PYFacts | Paraguay (PY) | English |
| PEFacts | Peru (PE) | English |
| PHFacts PHSpend | Philippines (PH) | English |
| PLFacts PLSpend | Poland (PL) | English |
| PTFacts PTSpend | Portugal (PT) | English |
| PRFacts | Puerto Rico (PR) | English |
| QAFacts | Qatar (QA) | English |
| REFacts RESpend | Réunion (RE) | English |
| ROFacts ROSpend | Romania (RO) | English |
| RUFacts RUSpend | Russia (RU) | English |
| SAFacts SASpend | Saudi Arabia (SA) | English |
| RSFacts RSSpend | Serbia (RS) | English |
| SGFacts SGSpend | Singapore (SG) | English |
| SKFacts SKSpend | Slovakia (SK) | English |
| SIFacts SISpend | Slovenia (SI) | English |
| ZAFacts | South Africa (ZA) | English |
| KRFacts KRSpend | South Korea (KR) | English |
| ESFacts ESSpend | Spain (ES) | English |
| LKFacts | Sri Lanka (LK) | English |
| SDFacts | Sudan (SD) | English |
| SZFacts | Swaziland (SZ) | English |
| SEFacts SESpend | Sweden (SE) | English |
| CHFacts CHSpend | Switzerland (CH) | English |
| SYFacts | Syria (SY) | English |
| TWFacts TWSpend | Taiwan (TW) | English |
| TJFacts | Tajikistan (TJ) | English |
| TZFacts | Tanzania (TZ) | English |
| THFacts THSpend | Thailand (TH) | English |
| TTFacts | Trinidad and Tobago (TT) | English |
| TNFacts | Tunisia (TN) | English |
| TRFacts TRSpend | Turkey (TR) | English |
| UGFacts | Uganda (UG) | English |
| UAFacts UASpend | Ukraine (UA) | English |
| AEFacts | United Arab Emirates (AE) | English |
| GBFacts GBSpend | United Kingdom (GB) | English |
| UYFacts | Uruguay (UY) | English |
| VEFacts | Venezuela (VE) | English |
| VNFacts | Vietnam (VN) | English |
| ZMFacts | Zambia (ZM) | English |