Digital Intelligence Data Dictionary

Digital Intelligence with device, behavioral, and entity profile data

{
  "data_enrichments": [
    {
      "digitalIntelligence": {
        "device": {
          "id": "234ac3ff-3ed1-42de-8f33-8f332febfa54",
          "globalDeviceId": "8e74d510-92c6-4b51-8648-d19ab4d997a8",
          "sessionCreatedAt": "2024-12-23T18:06:52.248985937Z",
          "deviceCaptureAt": "2024-12-23T18:09:12.735992851Z",
          "computed": {
            "statisticalId": "9349d69fef75cd356744293487462f8cd912",
            "isVirtualMachine": false,
            "isTamperedAndroidBuild": true,
            "sessionAgeMinutes": 45,
            "deviceNetworkTimezoneOffsetDiffMinutes": 60,
            "hasBatteryFullStateMismatch": false,
            "hasLowEntropyUserAgentClientHints": false
          },
          "network": {
            "connectionIp": "38.48.122.126",
            "forwardedForIps": [
              "78.32.11.221",
              "70.45.2.1"
            ],
            "webRtcPublicIp": "176.124.54.12",
            "webRtcInternalIp": "192.168.1.85",
            "realIp": "38.48.122.126",
            "isTor": true,
            "isProxy": true,
            "isVpn": true,
            "isConsumerPrivacy": true,
            "isRiskyNetwork": true,
            "isp": "comcast",
            "ispType": "home",
            "asn": 27364,
            "asnName": "armstrong",
            "domainName": "zoominternet.net",
            "org": "comcast",
            "isMobileCarrier": true,
            "speed": "cable",
            "networkLocation": {
              "countryCode": "US",
              "region": "WA",
              "city": "Tacoma",
              "postalCode": "98401",
              "latitude": 47.25,
              "longitude": -122.44,
              "metroCode": 819,
              "continentCode": "na",
              "timezoneName": "America/New_York",
              "gmtOffset": "-0400"
            }
          },
          "attributes": {
            "sdkVersion": "3.0.1",
            "platform": "iOS",
            "os": "iOS",
            "osVersion": "17.0",
            "deviceModel": "iphone14,7",
            "deviceManufacturer": "Apple",
            "deviceType": "tablet",
            "viewportWidth": 600,
            "viewportHeight": 400,
            "screenHeight": 1080,
            "screenWidth": 1920,
            "devicePixelRatio": 1.5,
            "deviceMemory": 8,
            "network": {
              "vpnStatus": true
            },
            "location": {
              "latitude": 41.50,
              "longitude": -81.69,
              "horizontalAccuracy": 2.1,
              "altitude": 998.2,
              "verticalAccuracy": 0,
              "bearing": 32,
              "bearingAccuracy": 2.1,
              "speed": 1.3,
              "speedAccuracy": 0.2
            },
            "battery": {
              "batteryState": "charging",
              "batteryLevel": 0.47
            },
            "timeZone": "America/New_York",
            "timeZoneOffset": -480,
            "language": "en-US",
            "deviceArchitecture": "arm64",
            "applicationType": "native",
            "isEmulator": true,
            "deviceContext": "homepage",
            "androidAttributes": {
              "isRooted": true,
              "mobileNetwork": [
                "T-Mobile"
              ]
            },
            "iOSAttributes": {
              "isRooted": true,
              "mobileNetwork": [
                "T-Mobile"
              ]
            },
            "webAttributes": {
              "userAgent": "Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/21A5291h [FBAN/FBIOS;FBDV/iPhone15,3;FBMD/iPhone;FBSN/iOS;FBSV/17.0;FBSS/3;FBID/phone;FBLC/fr_FR;FBOP/5]",
              "userAgentExtractionRequired": true,
              "browser": "Google Chrome",
              "browserVersion": "116",
              "pixelDepth": 24,
              "hardwareConcurrency": 8,
              "maxTouchPoints": 1,
              "colorDepth": 24,
              "webGlUnmaskedVendor": "Google Inc. (Apple)",
              "webGlUnmaskedRenderer": "ANGLE (Apple, ANGLE Metal Renderer: Apple M1 Pro, Unspecified Version)",
              "viewportScale": 2.7
            }
          },
          "history": {
            "firstSeen": "2023-10-24T15:55:16.368Z",
            "lastSeen": "2023-10-24T15:55:16.368Z",
            "ips": [
              "78.32.11.221",
              "70.45.2.1"
            ],
            "isps": [
              "RogersCable",
              "T-Mobile"
            ],
            "daysSeen": [
              "2023-10-24"
            ],
            "networkLocations": [
              "chicago, il",
              "new york, ny",
              "paris, fr"
            ]
          }
        },
        "behavioral": {
          "sessionId": "d34304a6-a726-4dec-b1cd-9c4a3c192a0d",
          "serverCreated": "2021-09-01T11:19:58.796Z",
          "serverUpdated": "2021-09-11T16:19:58.796Z",
          "clientUpdated": "2021-09-11T16:14:58.796Z",
          "duration": 120910,
          "source": "https://example.com/",
          "aggregations": {
            "totalEventCount": 26,
            "focusCount": 0,
            "blurCount": 3,
            "inputChangeCount": 6,
            "submissionCount": 1,
            "clickCount": 3,
            "pasteCount": 0
          }
        },
        "entityProfiler": [
          {
            "entity": "12223334444",
            "entityType": "phone",
            "profile": {
              "seenCount": 2,
              "firstSeen": "2019-08-24T14:15:22Z",
              "lastSeen": "2019-08-24T14:15:22Z",
              "deviceTypes": [
                "phone",
                "tablet"
              ],
              "deviceModels": [
                "iphone14,7",
                "GT70053G"
              ],
              "deviceIsps": [
                "comcast",
                "t-mobile"
              ],
              "deviceLanguages": [
                "en-us",
                "es-us"
              ],
              "deviceTimezones": [
                "america/new_york",
                "america/los_angeles"
              ],
              "networkLocationStates": [
                "ca",
                "az"
              ],
              "networkLocationPostalCodes": [
                "12345",
                "56789"
              ]
            }
          },
          {
            "entity": "john@doe.com",
            "entityType": "email",
            "profile": {
              "seenCount": 5,
              "firstSeen": "2020-09-10T10:22:45Z",
              "lastSeen": "2020-09-15T13:45:32Z",
              "deviceTypes": [
                "phone",
                "desktop"
              ],
              "deviceModels": [
                "moto g"
              ],
              "deviceIsps": [
                "at&t"
              ],
              "deviceLanguages": [
                "en-us"
              ],
              "deviceTimezones": [
                "america/los_angeles"
              ],
              "networkLocationStates": [
                "or"
              ],
              "networkLocationPostalCodes": [
                "56789"
              ]
            }
          },
          {
            "entity": "111223333",
            "entityType": "nationalId",
            "profile": {
              "seenCount": 3,
              "firstSeen": "2023-01-15T09:30:00Z",
              "lastSeen": "2023-09-10T14:45:00Z",
              "deviceTypes": [
                "phone",
                "tablet"
              ],
              "deviceModels": [
                "GT70053G"
              ],
              "deviceIsps": [
                "comcast"
              ],
              "deviceLanguages": [
                "de_us"
              ],
              "deviceTimezones": [
                "america/chicago"
              ],
              "networkLocationStates": [
                "il"
              ],
              "networkLocationPostalCodes": [
                "12345"
              ]
            }
          }
        ]
      }
    }
  ]
}

Platform availability

Most Digital Intelligence response fields are available across all platforms (iOS, Android, and Web). The following tables list fields that are only available on specific platforms or that have platform-dependent behavior.

Note: React Native uses the native iOS and Android SDKs, so field availability on React Native matches the underlying mobile platform (iOS or Android).

Important: Platform-specific fields return null when a session originates from a non-matching platform. For example, androidAttributes.isRooted is null for all iOS and Web sessions, and webAttributes.browser is null for all mobile sessions. If you analyze Digital Intelligence data in aggregate across platforms, expect high null rates for platform-specific fields. This is normal behavior, not a data collection issue. Filter your analysis by device.attributes.platform to see accurate null rates per platform.

Platform-specific fields

Always-available fields

The following field categories are computed server-side and available regardless of which SDK platform captured the session data:

Response schema

device fields

device.computed fields

device.network fields

device.attributes fields

device.networkCaptures

device.history fields

behavioral fields

latestNavigationContexts fields

entityProfiler fields

velocityMetrics fields

digitalIntelligenceErrors fields

If an error occurs while retrieving or processing the device session data, the response includes a digitalIntelligenceErrors array alongside the digitalIntelligence object. When this array is present, the digitalIntelligence object may be absent or incomplete.

The system may return the following error codes: