Audience Intelligence

All parameters are sent in the request body and a Content-Type of application/json is required.

The maximum batch size is 30.

POST accounts/:account_id/audience_intelligence/conversations

Retrieve audience conversations based on a given conversation_type for a set of targeting_inputs and audience_definition.

Note: For an audience_definition of TARGETING_CRITERIA, the targeting_type must be any combination of AGEBUCKET, GENDER and GEO.

Resource URL

https://ads-api.twitter.com/3/accounts/:account_id/audience_intelligence/conversations

Parameters

Name Description
account_id
required

The identifier for the leveraged account. Appears within the resource’s path and is generally a required parameter for all Advertiser API requests excluding GET accounts. The specified account must be associated with the authenticated user.

Type: string

Example: 18ce54d4x5t

conversation_type
required

The type of conversation being requested for the given set of targeting_inputs

Type: enum

Example: EVENT , HASHTAG and HANDLE

targeting_inputs
required
The set of targeting criteria corresponding to an audience or set of users This is an array of JSON objects of targeting criteria consisting of targeting_type and targeting_value pairs
audience_definition
required
The type of inputs used to define the audience. Currently, only the value of TARGETING_CRITERIA is accepted

Example Request

POST https://ads-api.twitter.com/3/accounts/:account_id/audience_intelligence/conversations

{
  "conversation_type": "HASHTAG",
  "audience_definition": "TARGETING_CRITERIA",
  "targeting_inputs": [{
    "targeting_type": "GENDER",
    "targeting_value": "2"
  }, {
    "targeting_type": "AGEBUCKET",
    "targeting_value": "AGE_OVER_50"
  }]
}

Example Response

{
  "data": [
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "flashbackfriday",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "flashbackfriday"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "californiawildfires",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "californiawildfires"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "whyiwrite",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "whyiwrite"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "whitelivesmatter",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "whitelivesmatter"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "freerosa",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "freerosa"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "nycstrong",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "nycstrong"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "nationalsandwichday",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "nationalsandwichday"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "throwbackthursday",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "throwbackthursday"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "otd",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "otd"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "electionday",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "electionday"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "alertthedaycarestaff",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "alertthedaycarestaff"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "dayofthegirl",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "dayofthegirl"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "happyhallowen",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "happyhallowen"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "daylightsavingstime",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "daylightsavingstime"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "jfkfiles",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "jfkfiles"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "obamasummit",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "obamasummit"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "twd",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "twd"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "truth",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "truth"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "happiest5wordsentence",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "happiest5wordsentence"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "rip",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "rip"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "maga",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "maga"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "nyc",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "nyc"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "lasvegas",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "lasvegas"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "oneamericaappeal",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "oneamericaappeal"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "puertorico",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "puertorico"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "breaking",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "breaking"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "fridayfeeling",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "fridayfeeling"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "mondaymotivation",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "mondaymotivation"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "metoo",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "metoo"
      }
    },
    {
      "operator_type": "EQ",
      "targeting_type": "BROAD_KEYWORD",
      "targeting_value": "halloween",
      "localized": {
        "targeting_type": "Keyword",
        "targeting_value": "halloween"
      }
    }
  ],
  "conversation_type": "HASHTAG"
}

POST accounts/:account_id/audience_intelligence/demographics

Retrieve the demographic breakdown of an audience based on a given set of targeting_inputs and audience_definition.

Note:

For an audience_definition of KEYWORD_AUDIENCE the targeting_type must be set to BRAOD_MATCH_KEYWORD

For an audience_definition of TARGETING_CRITERIA, the targeting_type must be any combination of AGEBUCKET, GENDER and GEO.

Resource URL

https://ads-api.twitter.com/3/accounts/:account_id/audience_intelligence/demographics

Parameters

Name Description
account_id
required

The identifier for the leveraged account. Appears within the resource’s path and is generally a required parameter for all Advertiser API requests excluding GET accounts. The specified account must be associated with the authenticated user.

Type: string

Example: 18ce54d4x5t

targeting_inputs
required
The set of targeting criteria corresponding to an audience or set of users This is an array of JSON objects of targeting criteria consisting of targeting_type and targeting_value pairs
audience_definition
required
The type of inputs used to define the audience. Currently, only the value of TARGETING_CRITERIA and KEYWORD_AUDIENCE is accepted
start_time
sometimes required

Scopes the retrieved data to the specified start time (expressed in ISO-8601). Only valid with an audience_definiton of KEYWORD_AUDIENCE

Type: string

Example: 2017-07-05T00:00:00Z

end_time
sometimes required

Scopes the retrieved data to the specified end time (expressed in ISO-8601). Only valid with an audience_definiton of KEYWORD_AUDIENCE

Type: string

Example: 2017-07-05T00:00:00Z

Example Request

POST https://ads-api.twitter.com/2/accounts/:account_id/audience_intelligence/demographics

// using TARGETING_CRITERIA
{
  "audience_definition": "TARGETING_CRITERIA",
  "targeting_inputs": [{
    "targeting_type": "GENDER",
    "targeting_value": "2"
  }, {
    "targeting_type": "AGEBUCKET",
    "targeting_value": "AGE_OVER_50"
  }]
}

// using KEYWORD_AUDIENCE
{
  "audience_definition": "KEYWORD_AUDIENCE",
  "targeting_inputs": [{
    "targeting_type": "BROAD_MATCH_KEYWORD",
    "targeting_value": "womensmarch2018",
    "start_time": "2017-12-31",
    "end_time": "2018-01-05"
  }]
}

Example Response

{
  "data": {
    "tv_shows": {
      "results": [
        {
          "name": "Fútbol Americano de la NFL",
          "value": "4m2wijc",
          "percentage": 70.47
        },
        {
          "name": "Futebol NFL",
          "value": "4lxmqn3",
          "percentage": 70.47
        },
        {
          "name": "Saturday Night Live (United States)",
          "value": "4le416r",
          "percentage": 44.81
        },
        {
          "name": "NFL Football (Canada)",
          "value": "4lx1ott",
          "percentage": 74.54
        },
        {
          "name": "Fox and Friends",
          "value": "4le18vb",
          "percentage": 58.04
        },
        {
          "name": "Today (United States)",
          "value": "4ldwpw1",
          "percentage": 43.58
        },
        {
          "name": "Hannity",
          "value": "4le18op",
          "percentage": 55.4
        },
        {
          "name": "Morning Joe (United States)",
          "value": "4ldwxhe",
          "percentage": 55.6
        },
        {
          "name": "NFL Football (United States)",
          "value": "4le3u79",
          "percentage": 76.17
        },
        {
          "name": "The Rachel Maddow Show (United States)",
          "value": "4ldwxic",
          "percentage": 56.01
        }
      ]
    },
    "home_value": {
      "results": [
        {
          "name": "Home value: $99,999 and under",
          "value": "Home value: $99,999 and under",
          "percentage": 8.26
        },
        {
          "name": "Home value: $300,000 - $499,000",
          "value": "Home value: $300,000 - $499,000",
          "percentage": 22.48
        },
        {
          "name": "Home value: $500,000 and higher",
          "value": "Home value: $500,000 and higher",
          "percentage": 26.61
        },
        {
          "name": "Home value: $100,000 - $199,000",
          "value": "Home value: $100,000 - $199,000",
          "percentage": 24.77
        },
        {
          "name": "Home value: $200,000 - $299,000",
          "value": "Home value: $200,000 - $299,000",
          "percentage": 17.89
        }
      ],
      "match_rate": 41.5,
      "source": "Datalogix"
    },
    "marital_status": {
      "results": [],
      "match_rate": 13.5,
      "source": "Acxiom"
    },
    "credit_card_holders": {
      "results": [],
      "match_rate": 11,
      "source": "Datalogix"
    },
    "aftermarket_auto_buyer_types": {
      "results": [
        {
          "name": "Auto parts buyer",
          "value": "Auto parts buyer",
          "percentage": 36.41
        },
        {
          "name": "Vehicle purchase: 13-24 months ago",
          "value": "Vehicle purchase: 13-24 months ago",
          "percentage": 15.05
        },
        {
          "name": "Vehicle purchase: 48+ months ago",
          "value": "Vehicle purchase: 48+ months ago",
          "percentage": 26.7
        },
        {
          "name": "Auto service buyer",
          "value": "Auto service buyer",
          "percentage": 49.51
        },
        {
          "name": "Vehicle purchase: 7-12 months ago",
          "value": "Vehicle purchase: 7-12 months ago",
          "percentage": 10.19
        },
        {
          "name": "Vehicle purchase: 37-48 months ago",
          "value": "Vehicle purchase: 37-48 months ago",
          "percentage": 6.31
        },
        {
          "name": "Vehicle purchase: 25-36 months ago",
          "value": "Vehicle purchase: 25-36 months ago",
          "percentage": 7.77
        },
        {
          "name": "Vehicle purchase: 0-6 months ago",
          "value": "Vehicle purchase: 0-6 months ago",
          "percentage": 18.93
        }
      ],
      "match_rate": 39.2,
      "source": "Datalogix"
    },
    "metros": {
      "results": [
        {
          "name": "San Francisco-Oakland-San Jose CA, US",
          "value": "5122804691e5fecc",
          "percentage": 5.1
        },
        {
          "name": "Washington DC, US",
          "value": "97e96d6456068c5e",
          "percentage": 2.55
        },
        {
          "name": "Dallas-Fort Worth TX, US",
          "value": "212620dc7cd34699",
          "percentage": 2.94
        },
        {
          "name": "Seattle-Tacoma WA, US",
          "value": "724b7141cbd1c731",
          "percentage": 3.33
        },
        {
          "name": "Boston MA-Manchester NH, US",
          "value": "988257060feb2e4b",
          "percentage": 2.94
        },
        {
          "name": "Detroit MI, US",
          "value": "fb258467e0f621f3",
          "percentage": 1.76
        },
        {
          "name": "Chicago IL, US",
          "value": "a922fabd203ea9f4",
          "percentage": 2.35
        },
        {
          "name": "New York NY, US",
          "value": "b6c2e04f1673337f",
          "percentage": 9.61
        },
        {
          "name": "Philadelphia PA, US",
          "value": "7466cbad7a909d94",
          "percentage": 3.53
        },
        {
          "name": "Los Angeles CA, US",
          "value": "e4315a8602024dcb",
          "percentage": 9.02
        }
      ]
    },
    "consumer_buying_styles": {
      "results": [],
      "match_rate": 35.8,
      "source": "Datalogix"
    },
    "tv_genres": {
      "results": [
        {
          "name": "Drama",
          "value": "4",
          "percentage": 84.52
        },
        {
          "name": "Children & Family",
          "value": "1",
          "percentage": 53.97
        },
        {
          "name": "News",
          "value": "d",
          "percentage": 63.54
        },
        {
          "name": "Sports",
          "value": "b",
          "percentage": 87.98
        },
        {
          "name": "Talk",
          "value": "c",
          "percentage": 85.34
        },
        {
          "name": "Documentary & Special Interest",
          "value": "3",
          "percentage": 46.23
        },
        {
          "name": "Movies",
          "value": "5",
          "percentage": 60.29
        },
        {
          "name": "Reality",
          "value": "8",
          "percentage": 55.8
        },
        {
          "name": "Sci-fi",
          "value": "9",
          "percentage": 53.36
        },
        {
          "name": "Comedy",
          "value": "2",
          "percentage": 78.21
        }
      ]
    },
    "regions": {
      "results": [
        {
          "name": "Virginia, US",
          "value": "5635c19c2b5078d1",
          "percentage": 3.33
        },
        {
          "name": "New York, US",
          "value": "94965b2c45386f87",
          "percentage": 8.63
        },
        {
          "name": "California, US",
          "value": "fbd6d2f5a4e4a15e",
          "percentage": 17.25
        },
        {
          "name": "Illinois, US",
          "value": "f54a2170ff4b15f7",
          "percentage": 2.94
        },
        {
          "name": "Florida, US",
          "value": "4ec01c9dbc693497",
          "percentage": 3.14
        },
        {
          "name": "Ontario, CA",
          "value": "89b2eb8b2b9847f7",
          "percentage": 3.33
        },
        {
          "name": "Texas, US",
          "value": "e0060cda70f5f341",
          "percentage": 5.1
        },
        {
          "name": "Pennsylvania, US",
          "value": "dd9c503d6c35364b",
          "percentage": 4.71
        },
        {
          "name": "Washington, US",
          "value": "bc3a38d3d5999b4b",
          "percentage": 3.73
        },
        {
          "name": "New Jersey, US",
          "value": "65b4760a2b411e11",
          "percentage": 3.33
        }
      ]
    },
    "countries": {
      "results": [
        {
          "name": "Turkey",
          "value": "682c5a667856ef42",
          "percentage": 0.2
        },
        {
          "name": "Iraq",
          "value": "b62cd77425868341",
          "percentage": 0.2
        },
        {
          "name": "Italy",
          "value": "c799e2d3a79f810e",
          "percentage": 0.59
        },
        {
          "name": "Germany",
          "value": "fdcd221ac44fa326",
          "percentage": 0.98
        },
        {
          "name": "Canada",
          "value": "3376992a082d67c7",
          "percentage": 6.27
        },
        {
          "name": "United States",
          "value": "96683cc9126741d1",
          "percentage": 87.45
        },
        {
          "name": "United Kingdom",
          "value": "6416b8512febefc9",
          "percentage": 1.18
        },
        {
          "name": "India",
          "value": "b850c1bfd38f30e0",
          "percentage": 0.39
        },
        {
          "name": "Norway",
          "value": "0ce8b9a7b2742f7e",
          "percentage": 0.39
        },
        {
          "name": "Netherlands",
          "value": "879d7cfc66c9c290",
          "percentage": 0.39
        }
      ]
    },
    "political_affiliation": {
      "results": []
    },
    "languages": {
      "results": [
        {
          "name": "English",
          "value": "en",
          "percentage": 100
        },
        {
          "name": "Italian",
          "value": "it",
          "percentage": 0.38
        },
        {
          "name": "Spanish",
          "value": "es",
          "percentage": 0.95
        },
        {
          "name": "Hindi",
          "value": "hi",
          "percentage": 0.19
        },
        {
          "name": "German",
          "value": "de",
          "percentage": 0.19
        },
        {
          "name": "Arabic",
          "value": "ar",
          "percentage": 0.38
        },
        {
          "name": "French",
          "value": "fr",
          "percentage": 0.38
        },
        {
          "name": "Norwegian",
          "value": "no",
          "percentage": 0.19
        },
        {
          "name": "Finnish",
          "value": "fi",
          "percentage": 0.19
        },
        {
          "name": "Japanese",
          "value": "ja",
          "percentage": 0.19
        }
      ]
    },
    "education": {
      "results": [],
      "match_rate": 9.9,
      "source": "Acxiom"
    },
    "network_operators": {
      "results": [
        {
          "name": "Telus(Kudoo, Public mobile)",
          "value": "a0",
          "percentage": 5.25
        },
        {
          "name": "Sprint",
          "value": "1v",
          "percentage": 12.98
        },
        {
          "name": "Verizon",
          "value": "2b",
          "percentage": 41.16
        },
        {
          "name": "Rogers Wireless",
          "value": "8",
          "percentage": 6.91
        },
        {
          "name": "Vodafone UK",
          "value": "4e",
          "percentage": 1.93
        },
        {
          "name": "Bell(Virgin mobile)",
          "value": "a1",
          "percentage": 4.97
        },
        {
          "name": "U.S. Cellular",
          "value": "3m",
          "percentage": 2.21
        },
        {
          "name": "T-Mobile",
          "value": "11",
          "percentage": 24.03
        },
        {
          "name": "T-Mobile UK",
          "value": "4r",
          "percentage": 2.21
        },
        {
          "name": "AT&T",
          "value": "1d",
          "percentage": 49.17
        }
      ]
    },
    "net_worth": {
      "results": [],
      "match_rate": 8.6,
      "source": "Acxiom"
    },
    "interests": {
      "results": [
        {
          "name": "Business news and general info",
          "value": "4n4",
          "percentage": 83.04
        },
        {
          "name": "Political elections",
          "value": "8hp",
          "percentage": 79.77
        },
        {
          "name": "Government",
          "value": "4mt",
          "percentage": 65.32
        },
        {
          "name": "Comedy (Movies and television)",
          "value": "1jp",
          "percentage": 80.15
        },
        {
          "name": "Financial news",
          "value": "cck",
          "percentage": 57.42
        },
        {
          "name": "Books news and general info",
          "value": "s2",
          "percentage": 57.03
        },
        {
          "name": "Business and news",
          "value": "1jo",
          "percentage": 93.45
        },
        {
          "name": "Movie news and general info",
          "value": "1k0",
          "percentage": 82.66
        },
        {
          "name": "Business and finance",
          "value": "ru",
          "percentage": 55.68
        },
        {
          "name": "Politics and current events",
          "value": "s0",
          "percentage": 95.57
        }
      ]
    },
    "household_income_categories": {
      "results": [
        {
          "name": "Household income: $75,000 - $99,999",
          "value": "Household income: $75,000 - $99,999",
          "percentage": 15.13
        },
        {
          "name": "Household income: $200,000 - $249,999",
          "value": "Household income: $200,000 - $249,999",
          "percentage": 10.33
        },
        {
          "name": "Household income: $150,000 - $199,999",
          "value": "Household income: $150,000 - $199,999",
          "percentage": 9.96
        },
        {
          "name": "Household income: $100,000 - $124,999",
          "value": "Household income: $100,000 - $124,999",
          "percentage": 16.97
        },
        {
          "name": "Household income: $200,000 - $249,999",
          "value": "Household income: $200,000 - $249,999",
          "percentage": 8.49
        }
      ],
      "match_rate": 51.6,
      "source": "Acxiom"
    },
    "consumer_goods_purchases": {
      "results": [
        {
          "name": "Chocolate candy",
          "value": "Chocolate candy",
          "percentage": 38.43
        },
        {
          "name": "Yogurt",
          "value": "Yogurt",
          "percentage": 40.39
        },
        {
          "name": "Milk",
          "value": "Milk",
          "percentage": 43.53
        },
        {
          "name": "Salty snacks",
          "value": "Salty snacks",
          "percentage": 42.35
        },
        {
          "name": "Cheese",
          "value": "Cheese",
          "percentage": 43.14
        },
        {
          "name": "Beer",
          "value": "Beer",
          "percentage": 38.04
        },
        {
          "name": "Crackers",
          "value": "Crackers",
          "percentage": 41.18
        },
        {
          "name": "Eggs",
          "value": "Eggs",
          "percentage": 43.92
        },
        {
          "name": "Meat",
          "value": "Meat",
          "percentage": 40
        },
        {
          "name": "Fresh produce",
          "value": "Fresh produce",
          "percentage": 40.78
        }
      ],
      "match_rate": 48.6,
      "source": "Datalogix"
    },
    "occupation": {
      "results": [],
      "match_rate": 22.3,
      "source": "Datalogix"
    },
    "devices": {
      "results": [
        {
          "name": "iOS",
          "value": "Ios",
          "percentage": 52.27
        },
        {
          "name": "Android",
          "value": "Android",
          "percentage": 34.12
        },
        {
          "name": "Other mobile",
          "value": "OtherMobile",
          "percentage": 0.59
        },
        {
          "name": "Desktop",
          "value": "Desktop",
          "percentage": 91.52
        }
      ]
    },
    "gender": {
      "results": [
        {
          "name": "Male",
          "value": "Male",
          "percentage": 23.39
        },
        {
          "name": "Female",
          "value": "Female",
          "percentage": 76.61
        }
      ]
    }
  }
}