Data collections

The 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. A list of data collections for all available countries can be generated with the data collection discover method seen below:

Return a list of data collections that can be run for any country.

http://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/dataCollections

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
addDerivativeVariables	Optional parameter to specify a list of field names that include variables for the derivative statistics. Examples Example 1 - Return a data collection with the additional variables and associated metadata for percent's, averages and index values: addDerivativeVariables=["all"] Example 2 - Return a 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. See the example 5 request which returns the variables and associated metadata for a data collection that provides data on travel spending.
outFields	Optional parameter to specify a list of output fields in the response. Examples Example 1 - Include only ID and Alias fields of variables in the output: outFields=["id","alias"] Example 2 - Include all output fields: outFields=[*] Example 3 - Include no output fields: outFields=none Additional notes Using this optional parameter can significantly improve performance of requests by reducing the size of the ouput in countries where there are a lot of data collections. Using this parameter is especially important in the Unites States, where there are many data collections.
suppressNullValues	Optional parameter to return only values that are not NULL in the output response. Adding the optional suppressNullValues parameter to any data collections discovery method will reduce the size of the output that is returned. Default value false Example suppressNullValues=true Additional notes Setting this optional parameter to true will significantly reduce the size of the output of the 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 JSON format. Examples Example 1 - Request the output geometries in JSON format: f=json Additional notes Supported formats include JSON and PJSON.

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.

Request URL:

http://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/dataCollections?f=pjson

JSON response example 1:

{
  "DataCollections" : [ {
    "dataCollectionID" : "KeyGlobalFacts",
    "metadata" : {
      "title" : "Key Global Facts",
      "name" : "KeyGlobalFacts",
      "shortDescription" : "Descriptive text",
      "longDescription" : "Descriptive text",
      "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" : [ ],
      "provider" : "MBR",
      "derivative" : false
    }, {
      "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" : [ ],
      "provider" : "MBR",
      "derivative" : false
    }, {
      "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,
      "popularity" : 10,
      "units" : "count",
      "vintage" : null,
      "hideInDataBrowser" : true,
      "filteringTags" : [ ],
      "provider" : "MBR",
      "derivative" : false
    }, {
      "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"
      } ],
      "provider" : "MBR",
      "derivative" : false
    }, {
      "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"
      } ],
      "provider" : "MBR",
      "derivative" : false
    } ]
  } ]
}

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.

Request URL:

http://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/dataCollections/se/EducationalAttainment?f=pjson

JSON response example 2:

{
 "DataCollections": [
  {
   "dataCollectionID": "EducationalAttainment",
   "metadata": {
    "title": "Educational Attainment",
    "name": "Educational Attainment",
    "shortDescription": "Descriptive text",
    "longDescription": "Descriptive text",
    "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": "Year",
      "name": "Year",
      "aliasname": "Year",
      "type": "Enumeration",
      "enumValues": "2013"
     },
     {
      "id": "Source",
      "name": "Source",
      "aliasname": "Source",
      "type": "Enumeration",
      "enumValues": "MBR"
     }
    ],
    "datasets": "SWE_MBR2013",
    "hierarchies": "census"
   },
   "data": [
    {
     "id": "EDUC01_CY",
     "alias": "2013 Pop 16+/Educ: Primary and Secondary Less Than 9 Years (ISCED97 1) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "length": null,
     "averageBase": null,
     "averageBaseAlias": null,
     "description": "2013 Population 16 years and over by Education: primary and secondary education less than 9 years (ISCED97 1) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "indexBase": null,
     "percentBase": null,
     "percentBaseAlias": null,
     "popularity": null,
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC02_CY",
     "alias": "2013 Pop 16+/Educ: Primary and Secondary 9-10 Years (ISCED97 2) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "length": null,
     "averageBase": null,
     "averageBaseAlias": null,
     "description": "2013 Population 16 years and over by Education: primary and secondary education 9-10 years (ISCED97 2) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "indexBase": null,
     "percentBase": null,
     "percentBaseAlias": null,
     "popularity": null,
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC03_CY",
     "alias": "2013 Pop 16+/Educ: Upper Secondary 2 Years or Less (ISCED97 3C) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "length": null,
     "averageBase": null,
     "averageBaseAlias": null,
     "description": "2013 Population 16 years and over by Education: upper secondary education, 2 years or less (ISCED97 3C) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "indexBase": null,
     "percentBase": null,
     "percentBaseAlias": null,
     "popularity": null,
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC04_CY",
     "alias": "2013 Pop 16+/Educ: Upper Secondary 3 Years (ISCED97 3A) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "length": null,
     "averageBase": null,
     "averageBaseAlias": null,
     "description": "2013 Population 16 years and over by Education: upper secondary education 3 years (ISCED97 3A) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "indexBase": null,
     "percentBase": null,
     "percentBaseAlias": null,
     "popularity": 100,
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC05_CY",
     "alias": "2013 Pop 16+/Educ: Post-secondary Less Than 3 Years (ISCED97 4+5B) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "length": null,
     "averageBase": null,
     "averageBaseAlias": null,
     "description": "2013 Population 16 years and over by Education: post-secondary education, less than 3 years (ISCED97 4+5B) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "indexBase": null,
     "percentBase": null,
     "percentBaseAlias": null,
     "popularity": null,
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC06_CY",
     "alias": "2013 Pop 16+/Educ: Post-secondary 3 Years or More (ISCED97 5A) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "length": null,
     "averageBase": null,
     "averageBaseAlias": null,
     "description": "2013 Population 16 years and over by Education: post-secondary education 3 years or more (ISCED97 5A) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "indexBase": null,
     "percentBase": null,
     "percentBaseAlias": null,
     "popularity": null,
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC07_CY",
     "alias": "2013 Pop 16+/Educ: Post-graduate (ISCED97 6) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "length": null,
     "averageBase": null,
     "averageBaseAlias": null,
     "description": "2013 Population 16 years and over by Education: post-graduate education (ISCED97 6) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "indexBase": null,
     "percentBase": null,
     "percentBaseAlias": null,
     "popularity": null,
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC08_CY",
     "alias": "2013 Pop 16+/Educ: No Information (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "length": null,
     "averageBase": null,
     "averageBaseAlias": null,
     "description": "2013 Population 16 years and over by Education: no information about level of educational attainment (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "indexBase": null,
     "percentBase": null,
     "percentBaseAlias": null,
     "popularity": null,
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    }
   ]
  }
 ]
}

Example 3: Suppress null values for a given request

Applying the suppressNullValues parameter reduces the size of your output.

Request URL:

http://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/dataCollections/se/EducationalAttainment?f=pjson&suppressNullValues=true

JSON response example 3:

{
 "DataCollections": [
  {
   "dataCollectionID": "EducationalAttainment",
   "metadata": {
    "title": "Educational Attainment",
    "name": "Educational Attainment",
    "shortDescription": "Descriptive text",
    "longDescription": "Descriptive text",
    "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": "Year",
      "name": "Year",
      "aliasname": "Year",
      "type": "Enumeration",
      "enumValues": "2013"
     },
     {
      "id": "Source",
      "name": "Source",
      "aliasname": "Source",
      "type": "Enumeration",
      "enumValues": "MBR"
     }
    ],
    "datasets": "SWE_MBR2013",
    "hierarchies": "census"
   },
   "data": [
    {
     "id": "EDUC01_CY",
     "alias": "2013 Pop 16+/Educ: Primary and Secondary Less Than 9 Years (ISCED97 1) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "description": "2013 Population 16 years and over by Education: primary and secondary education less than 9 years (ISCED97 1) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC02_CY",
     "alias": "2013 Pop 16+/Educ: Primary and Secondary 9-10 Years (ISCED97 2) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "description": "2013 Population 16 years and over by Education: primary and secondary education 9-10 years (ISCED97 2) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC03_CY",
     "alias": "2013 Pop 16+/Educ: Upper Secondary 2 Years or Less (ISCED97 3C) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "description": "2013 Population 16 years and over by Education: upper secondary education, 2 years or less (ISCED97 3C) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC04_CY",
     "alias": "2013 Pop 16+/Educ: Upper Secondary 3 Years (ISCED97 3A) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "description": "2013 Population 16 years and over by Education: upper secondary education 3 years (ISCED97 3A) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "popularity": 100,
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC05_CY",
     "alias": "2013 Pop 16+/Educ: Post-secondary Less Than 3 Years (ISCED97 4+5B) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "description": "2013 Population 16 years and over by Education: post-secondary education, less than 3 years (ISCED97 4+5B) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC06_CY",
     "alias": "2013 Pop 16+/Educ: Post-secondary 3 Years or More (ISCED97 5A) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "description": "2013 Population 16 years and over by Education: post-secondary education 3 years or more (ISCED97 5A) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC07_CY",
     "alias": "2013 Pop 16+/Educ: Post-graduate (ISCED97 6) (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "description": "2013 Population 16 years and over by Education: post-graduate education (ISCED97 6) (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    },
    {
     "id": "EDUC08_CY",
     "alias": "2013 Pop 16+/Educ: No Information (MBR)",
     "type": "esriFieldTypeDouble",
     "precision": 0,
     "description": "2013 Population 16 years and over by Education: no information about level of educational attainment (MBR)",
     "fieldCategory": "2013 Educational Attainment",
     "units": "COUNT",
     "vintage": "2013",
     "hideInDataBrowser": false,
     "filteringTags": [
      {
       "id": "Year",
       "name": "Year",
       "value": "2013"
      },
      {
       "id": "Source",
       "name": "Source",
       "value": "MBR"
      }
     ],
     "derivative": false
    }
   ]
  }
 ]
}

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.

Request URL:

http://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/DataCollections/se/EducationalAttainment?f=pjson&outfields=["id","alias"]

JSON 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": "Educational Attainment",
    "shortDescription": "Descriptive text",
    "longDescription": "Descriptive text",
    "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": "Year",
      "name": "Year",
      "aliasname": "Year",
      "type": "Enumeration",
      "enumValues": "2013"
     },
     {
      "id": "Source",
      "name": "Source",
      "aliasname": "Source",
      "type": "Enumeration",
      "enumValues": "MBR"
     }
    ],
    "datasets": "SWE_MBR2013",
    "hierarchies": "census"
   },
   "data": [
    {
     "id": "EDUC01_CY",
     "alias": "2013 Pop 16+/Educ: Primary and Secondary Less Than 9 Years (ISCED97 1) (MBR)"
    },
    {
     "id": "EDUC02_CY",
     "alias": "2013 Pop 16+/Educ: Primary and Secondary 9-10 Years (ISCED97 2) (MBR)"
    },
    {
     "id": "EDUC03_CY",
     "alias": "2013 Pop 16+/Educ: Upper Secondary 2 Years or Less (ISCED97 3C) (MBR)"
    },
    {
     "id": "EDUC04_CY",
     "alias": "2013 Pop 16+/Educ: Upper Secondary 3 Years (ISCED97 3A) (MBR)"
    },
    {
     "id": "EDUC05_CY",
     "alias": "2013 Pop 16+/Educ: Post-secondary Less Than 3 Years (ISCED97 4+5B) (MBR)"
    },
    {
     "id": "EDUC06_CY",
     "alias": "2013 Pop 16+/Educ: Post-secondary 3 Years or More (ISCED97 5A) (MBR)"
    },
    {
     "id": "EDUC07_CY",
     "alias": "2013 Pop 16+/Educ: Post-graduate (ISCED97 6) (MBR)"
    },
    {
     "id": "EDUC08_CY",
     "alias": "2013 Pop 16+/Educ: No Information (MBR)"
    }
   ]
  }
 ]
}

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.

Request URL:

http://geoenrich.arcgis.com/arcgis/rest/services/World/geoenrichmentserver/Geoenrichment/DataCollections/US/TravelCEX?addDerivativeVariables=["average","index"]&f=pjson

JSON response example 5:

{
 "DataCollections": [
  {
   "dataCollectionID": "TravelCEX",
    "metadata" : {
      "title" : "Travel",
      "name" : "TravelCEX",
      "shortDescription" : "Descriptive text",
      "longDescription" : "Descriptive text",
      "keywords" : "spending, expenditures, spend, travel, trips, airlines, planes, flying, fares, lodging",
      "creationDate" : 1410912000000,
      "lastRevisionDate" : 1427760000000,
      "webmap" : "",
      "author" : "Esri",
      "countries" : "US",
      "IsRoyalties" : false,
      "categories" : [ {
        "id" : "Spending",
        "name" : "Spending",
        "alias" : "Spending",
        "description" : "Household Consumer Spending",
        "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" : "2016"
      } ],
      "datasets" : "USA_ESRI_2016",
      "hierarchies" : "census"
    },
    "data" : [ {
      "id" : "X7001_X",
      "alias" : "Travel",
      "type" : "esriFieldTypeDouble",
      "precision" : 0,
      "length" : null,
      "averageBase" : "TOTHH_CY",
      "averageBaseAlias" : null,
      "description" : "2016 Travel",
      "fieldCategory" : "2016 Travel (Consumer Spending)",
      "indexBase" : 1861.21,
      "percentBase" : null,
      "percentBaseAlias" : null,
      "popularity" : null,
      "units" : "currency",
      "vintage" : "2016",
      "hideInDataBrowser" : false,
      "filteringTags" : [ {
        "id" : "Year",
        "name" : "Year",
        "value" : "2016"
      }, {
        "id" : "Source",
        "name" : "Source",
        "value" : "Esri and Bureau of Labor Statistics"
      } ],
      "derivative" : false
    }, {
      "id" : "X7001_X_I",
      "alias" : "Travel: Index",
      "type" : "esriFieldTypeInteger",
      "precision" : 0,
      "length" : null,
      "averageBase" : null,
      "averageBaseAlias" : null,
      "description" : "2016 Travel: Index",
      "fieldCategory" : "2016 Travel (Consumer Spending)",
      "indexBase" : 1861.21,
      "percentBase" : null,
      "percentBaseAlias" : null,
      "popularity" : null,
      "units" : "other",
      "vintage" : "2016",
      "hideInDataBrowser" : false,
      "filteringTags" : [ {
        "id" : "Year",
        "name" : "Year",
        "value" : "2016"
      }, {
        "id" : "Source",
        "name" : "Source",
        "value" : "Esri and Bureau of Labor Statistics"
      } ],
      "derivative" : true
    }, {
      "id" : "X7001_X_A",
      "alias" : "Travel: Average",
      "type" : "esriFieldTypeDouble",
      "precision" : 2,
      "length" : null,
      "averageBase" : "TOTHH_CY",
      "averageBaseAlias" : null,
      "description" : "2016 Travel: Average",
      "fieldCategory" : "2016 Travel (Consumer Spending)",
      "indexBase" : null,
      "percentBase" : null,
      "percentBaseAlias" : null,
      "popularity" : null,
      "units" : "other",
      "vintage" : "2016",
      "hideInDataBrowser" : false,
      "filteringTags" : [ {
        "id" : "Year",
        "name" : "Year",
        "value" : "2016"
      }, {
        "id" : "Source",
        "name" : "Source",
        "value" : "Esri and Bureau of Labor Statistics"
      } ],
      "derivative" : true
    },

   ...

  		{
     "id": "X7026_X",
      "alias" : "Trips-Other Entertainment Services",
      "type" : "esriFieldTypeDouble",
      "precision" : 0,
      "length" : null,
      "averageBase" : "TOTHH_CY",
      "averageBaseAlias" : null,
      "description" : "2016 Entertainment on Trips - Other Entertainment Services",
      "fieldCategory" : "2016 Travel (Consumer Spending)",
      "indexBase" : 23.18,
      "percentBase" : null,
      "percentBaseAlias" : null,
      "popularity" : null,
      "units" : "currency",
      "vintage" : "2016",
      "hideInDataBrowser" : false,
      "filteringTags" : [ {
        "id" : "Source",
        "name" : "Source",
        "value" : "Esri and Bureau of Labor Statistics"
      }, {
        "id" : "Year",
        "name" : "Year",
        "value" : "2016"
      } ],
      "derivative" : false
    }, {
      "id" : "X7026_X_I",
      "alias" : "Trips-Other Entertainment Services: Index",
      "type" : "esriFieldTypeInteger",
      "precision" : 0,
      "length" : null,
      "averageBase" : null,
      "averageBaseAlias" : null,
      "description" : "2016 Entertainment on Trips - Other Entertainment Services: Index",
      "fieldCategory" : "2016 Travel (Consumer Spending)",
      "indexBase" : 23.18,
      "percentBase" : null,
      "percentBaseAlias" : null,
      "popularity" : null,
      "units" : "other",
      "vintage" : "2016",
      "hideInDataBrowser" : false,
      "filteringTags" : [ {
        "id" : "Source",
        "name" : "Source",
        "value" : "Esri and Bureau of Labor Statistics"
      }, {
        "id" : "Year",
        "name" : "Year",
        "value" : "2016"
      } ],
      "derivative" : true
    }, {
      "id" : "X7026_X_A",
      "alias" : "Trips-Other Entertainment Services: Average",
      "type" : "esriFieldTypeDouble",
      "precision" : 2,
      "length" : null,
      "averageBase" : "TOTHH_CY",
      "averageBaseAlias" : null,
      "description" : "2016 Entertainment on Trips - Other Entertainment Services: Average",
      "fieldCategory" : "2016 Travel (Consumer Spending)",
      "indexBase" : null,
      "percentBase" : null,
      "percentBaseAlias" : null,
      "popularity" : null,
      "units" : "other",
      "vintage" : "2016",
      "hideInDataBrowser" : false,
      "filteringTags" : [ {
        "id" : "Source",
        "name" : "Source",
        "value" : "Esri and Bureau of Labor Statistics"
      }, {
        "id" : "Year",
        "name" : "Year",
        "value" : "2016"
      } ],
      "derivative" : true
    }
   ]
  }
 ]
}

Notes:

• The response has been abbreviated in the example where "..." is noted.

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