/report/insight/revenue-analytics/metric

curl --request GET \
  --url https://api.tagdeliver.com/v1/report/insight/revenue-analytics/metric \
  --header 'Authorization: Bearer <token>'

{
  "results": {
    "currency": "GBP",
    "dates": [
      "2025-11-18",
      "2025-11-19",
      "2025-11-20",
      "2025-11-21",
      "2025-11-22",
      "2025-11-23",
      "2025-11-24"
    ],
    "dates_data": {
      "metric": [
        184535,
        164184,
        161322,
        179642,
        149858,
        120586,
        172457
      ],
      "gross_revenue": [
        6359.95441,
        6081.900432,
        5509.869959,
        5224.176661,
        4536.930384,
        3914.770012,
        6339.721715
      ],
      "gross_pap_revenue": [
        23.416246,
        22.12348,
        20.004762,
        28.312267,
        30.604367,
        23.094557,
        22.155095
      ],
      "gross_saas_revenue": [
        6336.538164,
        6059.776952,
        5489.865197,
        5195.864394,
        4506.326017,
        3891.675455,
        6317.56662
      ],
      "net_revenue": [
        6355.271160799999,
        6077.475736,
        5505.8690066,
        5218.514207600001,
        4530.8095106,
        3910.1511006,
        6335.290696000001
      ],
      "net_pap_revenue": [
        18.7329968,
        17.698784,
        16.0038096,
        22.6498136,
        24.4834936,
        18.4756456,
        17.724076
      ],
      "net_saas_revenue": [
        6336.538164,
        6059.776952000001,
        5489.865197,
        5195.864394,
        4506.326016999999,
        3891.6754549999996,
        6317.56662
      ]
    },
    "dimension": {
      "device": {
        "tablet": {
          "metric": [
            9425,
            7683,
            7786,
            9327,
            9657,
            6981,
            7939
          ],
          "gross_revenue": [
            205.226481,
            155.464831,
            139.850926,
            182.262366,
            198.240994,
            148.898165,
            386.588779
          ],
          "gross_pap_revenue": [
            2.816972,
            2.681625,
            2.43147,
            2.860351,
            4.492052,
            3.168109,
            2.128673
          ],
          "gross_saas_revenue": [
            202.409509,
            152.783206,
            137.419456,
            179.402015,
            193.748942,
            145.730056,
            384.460106
          ],
          "net_revenue": [
            204.66308659999996,
            154.92850599999997,
            139.36463199999997,
            181.69029580000003,
            197.34258359999998,
            148.2645432,
            386.16304440000016
          ],
          "net_pap_revenue": [
            2.2535776,
            2.1453,
            1.945176,
            2.2882808,
            3.5936416,
            2.5344872,
            1.7029384
          ],
          "net_saas_revenue": [
            202.40950899999996,
            152.783206,
            137.419456,
            179.40201500000003,
            193.748942,
            145.73005599999996,
            384.46010600000005
          ]
        },
        "mobile": {
          "metric": [
            114092,
            97054,
            97252,
            114469,
            106084,
            83665,
            102842
          ],
          "gross_revenue": [
            2855.237983,
            2740.238911,
            2480.062336,
            2512.193803,
            2587.895436,
            2218.106534,
            2104.989392
          ],
          "gross_pap_revenue": [
            13.321447,
            12.801519,
            11.008162,
            18.85888,
            19.354359,
            14.744846,
            10.458073
          ],
          "gross_saas_revenue": [
            2841.916536,
            2727.437392,
            2469.054174,
            2493.334923,
            2568.541077,
            2203.361688,
            2094.531319
          ],
          "net_revenue": [
            2852.573693600001,
            2737.678607199999,
            2477.8607036000003,
            2508.422026999999,
            2584.0245642000004,
            2215.1575647999994,
            2102.897777400001
          ],
          "net_pap_revenue": [
            10.6571576,
            10.2412152,
            8.8065296,
            15.087104,
            15.4834872,
            11.7958768,
            8.3664584
          ],
          "net_saas_revenue": [
            2841.9165360000006,
            2727.4373919999994,
            2469.0541740000003,
            2493.334923,
            2568.5410769999994,
            2203.361687999999,
            2094.531319
          ]
        },
        "desktop": {
          "metric": [
            61014,
            59443,
            56273,
            55831,
            34108,
            29932,
            61673
          ],
          "gross_revenue": [
            3298.618427,
            3186.085151,
            2889.419742,
            2529.506852,
            1750.371553,
            1547.677199,
            3847.734353
          ],
          "gross_pap_revenue": [
            7.277602,
            6.638901,
            6.562614,
            6.591564,
            6.755589,
            5.180592,
            9.565993
          ],
          "gross_saas_revenue": [
            3291.340825,
            3179.44625,
            2882.857128,
            2522.915288,
            1743.615964,
            1542.496607,
            3838.16836
          ],
          "net_revenue": [
            3297.1629065999996,
            3184.7573707999986,
            2888.1072192000006,
            2528.1885392,
            1749.0204352,
            1546.6410806000001,
            3845.8211544000005
          ],
          "net_pap_revenue": [
            5.8220816,
            5.3111208,
            5.2500912,
            5.2732512,
            5.4044712,
            4.1444736,
            7.6527944
          ],
          "net_saas_revenue": [
            3291.3408249999993,
            3179.4462499999986,
            2882.8571280000006,
            2522.915288,
            1743.615964,
            1542.496607,
            3838.1683599999997
          ]
        },
        "smart tv": {
          "metric": [
            4,
            4,
            11,
            15,
            9,
            8,
            3
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        }
      },
      "browser": {
        "Amazon Silk": {
          "metric": [
            150,
            116,
            100,
            153,
            182,
            155,
            145
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Safari": {
          "metric": [
            57528,
            55669,
            52026,
            56450,
            53744,
            44713,
            57383
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "(not set)": {
          "metric": [
            15,
            14,
            16,
            19,
            29,
            24,
            16
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Whale Browser": {
          "metric": [
            10,
            null,
            6,
            10,
            4,
            4,
            9
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Vivaldi": {
          "metric": [
            2,
            3,
            1,
            1,
            1,
            1,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "DuckDuckGo Browser": {
          "metric": [
            1,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "YaBrowser": {
          "metric": [
            19,
            55,
            34,
            13,
            18,
            6,
            44
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Meta Quest Browser": {
          "metric": [
            3,
            8,
            2,
            3,
            6,
            null,
            5
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            0
          ]
        },
        "Safari (in-app)": {
          "metric": [
            1795,
            3266,
            2502,
            4320,
            2820,
            1843,
            3118
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Chrome": {
          "metric": [
            103101,
            84393,
            87735,
            98137,
            81128,
            63960,
            90999
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Mozilla Compatible Agent": {
          "metric": [
            48,
            48,
            82,
            42,
            113,
            73,
            37
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Android Webview": {
          "metric": [
            1210,
            1059,
            878,
            2245,
            1093,
            812,
            1676
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Aloha Browser": {
          "metric": [
            5,
            7,
            9,
            10,
            8,
            2,
            9
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Seznam": {
          "metric": [
            1,
            3,
            4,
            2,
            1,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ]
        },
        "Samsung Internet": {
          "metric": [
            4773,
            4134,
            4145,
            4556,
            4153,
            3259,
            3829
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Opera": {
          "metric": [
            731,
            735,
            571,
            654,
            475,
            555,
            516
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Iron": {
          "metric": [
            2,
            null,
            null,
            null,
            null,
            3,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ]
        },
        "Firefox": {
          "metric": [
            3439,
            3010,
            2654,
            3232,
            2105,
            1653,
            3059
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Edge": {
          "metric": [
            11701,
            11661,
            10553,
            9793,
            3974,
            3515,
            11608
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Internet Explorer": {
          "metric": [
            1,
            null,
            1,
            null,
            null,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            0,
            null,
            null,
            0,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            0,
            null,
            null,
            0,
            null
          ]
        },
        "UC Browser": {
          "metric": [
            null,
            1,
            null,
            null,
            1,
            4,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            0,
            null,
            null,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            0,
            null,
            null,
            0,
            0,
            0
          ]
        },
        "Android Browser": {
          "metric": [
            null,
            2,
            3,
            2,
            3,
            3,
            2
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        }
      },
      "country": {
        "Togo": {
          "metric": [
            1,
            1,
            null,
            3,
            2,
            null,
            3
          ],
          "gross_revenue": [
            0,
            0.003871,
            null,
            0.004,
            0.000401,
            null,
            0.002023
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            0.000023
          ],
          "gross_saas_revenue": [
            0,
            0.003871,
            null,
            0.004,
            0.000401,
            null,
            0.002
          ],
          "net_revenue": [
            0,
            0.003871,
            null,
            0.004,
            0.000401,
            null,
            0.0020184
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            0.0000184
          ],
          "net_saas_revenue": [
            0,
            0.003871,
            null,
            0.004,
            0.000401,
            null,
            0.002
          ]
        },
        "Italy": {
          "metric": [
            1314,
            1076,
            1182,
            1292,
            974,
            808,
            1302
          ],
          "gross_revenue": [
            2.298013,
            2.236295,
            2.151728,
            1.905041,
            1.701679,
            1.532603,
            2.525653
          ],
          "gross_pap_revenue": [
            0.175976,
            0.322027,
            0.328683,
            0.088979,
            0.06958,
            0.046103,
            0.134155
          ],
          "gross_saas_revenue": [
            2.122037,
            1.914268,
            1.823045,
            1.816062,
            1.632099,
            1.4865,
            2.391498
          ],
          "net_revenue": [
            2.262817799999999,
            2.1718896,
            2.0859914000000006,
            1.8872452000000006,
            1.6877629999999992,
            1.5233824,
            2.498822
          ],
          "net_pap_revenue": [
            0.1407808,
            0.2576216,
            0.2629464,
            0.0711832,
            0.055664,
            0.0368824,
            0.107324
          ],
          "net_saas_revenue": [
            2.1220369999999997,
            1.9142679999999994,
            1.8230449999999996,
            1.816062,
            1.6320989999999997,
            1.4865000000000002,
            2.391498
          ]
        },
        "Saint Kitts and Nevis": {
          "metric": [
            3,
            null,
            null,
            null,
            null,
            1,
            null
          ],
          "gross_revenue": [
            0.000802,
            null,
            null,
            null,
            null,
            0.003804,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.000802,
            null,
            null,
            null,
            null,
            0.003804,
            null
          ],
          "net_revenue": [
            0.000802,
            null,
            null,
            null,
            null,
            0.003804,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            0.000802,
            null,
            null,
            null,
            null,
            0.003804,
            null
          ]
        },
        "Aruba": {
          "metric": [
            3,
            4,
            1,
            7,
            null,
            null,
            2
          ],
          "gross_revenue": [
            0,
            0.003402,
            0,
            0.000404,
            null,
            null,
            0.006403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.003402,
            0,
            0.000404,
            null,
            null,
            0.006403
          ],
          "net_revenue": [
            0,
            0.003402,
            0,
            0.000404,
            null,
            null,
            0.006403000000000001
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            0,
            0.003402,
            0,
            0.000404,
            null,
            null,
            0.006403000000000001
          ]
        },
        "Turkey": {
          "metric": [
            522,
            482,
            558,
            466,
            519,
            461,
            572
          ],
          "gross_revenue": [
            0.681708,
            0.728288,
            0.978732,
            0.659923,
            0.586961,
            0.859528,
            1.078681
          ],
          "gross_pap_revenue": [
            0.007181,
            0.008259,
            0.014093,
            0.008132,
            0.003003,
            0.009236,
            0.009809
          ],
          "gross_saas_revenue": [
            0.674527,
            0.720029,
            0.964639,
            0.651791,
            0.583958,
            0.850292,
            1.068872
          ],
          "net_revenue": [
            0.6802718,
            0.7266362,
            0.9759134000000002,
            0.6582966,
            0.5863604000000002,
            0.8576808,
            1.0767192
          ],
          "net_pap_revenue": [
            0.0057448,
            0.0066072,
            0.0112744,
            0.0065056,
            0.0024024,
            0.0073888,
            0.0078472
          ],
          "net_saas_revenue": [
            0.6745269999999999,
            0.720029,
            0.9646389999999998,
            0.6517910000000001,
            0.5839580000000002,
            0.850292,
            1.0688720000000003
          ]
        },
        "India": {
          "metric": [
            1507,
            1465,
            1306,
            1294,
            1058,
            1121,
            1637
          ],
          "gross_revenue": [
            1.743112,
            1.416198,
            1.557239,
            1.303297,
            1.049986,
            1.191961,
            2.109331
          ],
          "gross_pap_revenue": [
            0.009095,
            0.007956,
            0.007053,
            0.006811,
            0.011645,
            0.007639,
            0.013636
          ],
          "gross_saas_revenue": [
            1.734017,
            1.408242,
            1.550186,
            1.296486,
            1.038341,
            1.184322,
            2.095695
          ],
          "net_revenue": [
            1.741293,
            1.4146068,
            1.5558283999999998,
            1.3019348000000004,
            1.047657,
            1.1904332000000006,
            2.1066038000000002
          ],
          "net_pap_revenue": [
            0.007276,
            0.0063648,
            0.0056424,
            0.0054488,
            0.009316,
            0.0061112,
            0.0109088
          ],
          "net_saas_revenue": [
            1.734017,
            1.408242,
            1.5501859999999998,
            1.2964860000000002,
            1.038341,
            1.1843220000000003,
            2.095695
          ]
        },
        "Senegal": {
          "metric": [
            6,
            1,
            1,
            1,
            3,
            2,
            1
          ],
          "gross_revenue": [
            0.011188,
            0,
            0,
            0,
            0.008612,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.011188,
            0,
            0,
            0,
            0.008612,
            0,
            0
          ],
          "net_revenue": [
            0.011188,
            0,
            0,
            0,
            0.008612,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.011188,
            0,
            0,
            0,
            0.008612,
            0,
            0
          ]
        },
        "El Salvador": {
          "metric": [
            2,
            3,
            1,
            8,
            null,
            2,
            2
          ],
          "gross_revenue": [
            0.001438,
            0.008402,
            0.001,
            0.070494,
            null,
            0,
            0.002398
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.001438,
            0.008402,
            0.001,
            0.070494,
            null,
            0,
            0.002398
          ],
          "net_revenue": [
            0.001438,
            0.008402,
            0.001,
            0.070494,
            null,
            0,
            0.002398
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.001438,
            0.008402,
            0.001,
            0.070494,
            null,
            0,
            0.002398
          ]
        },
        "Trinidad and Tobago": {
          "metric": [
            15,
            25,
            32,
            40,
            26,
            19,
            54
          ],
          "gross_revenue": [
            0.026848,
            0.061067,
            0.113588,
            0.083048,
            0.064097,
            0.018069,
            0.095557
          ],
          "gross_pap_revenue": [
            0.000036,
            0.000036,
            0.00043,
            0.000158,
            0.000167,
            0,
            0.000203
          ],
          "gross_saas_revenue": [
            0.026812,
            0.061031,
            0.113158,
            0.08289,
            0.06393,
            0.018069,
            0.095354
          ],
          "net_revenue": [
            0.026840799999999998,
            0.06105980000000001,
            0.113502,
            0.0830164,
            0.0640636,
            0.018069,
            0.0955164
          ],
          "net_pap_revenue": [
            0.0000288,
            0.0000288,
            0.000344,
            0.0001264,
            0.0001336,
            0,
            0.0001624
          ],
          "net_saas_revenue": [
            0.026811999999999996,
            0.061031,
            0.11315800000000001,
            0.08289,
            0.06392999999999999,
            0.018069,
            0.09535400000000001
          ]
        },
        "Bahrain": {
          "metric": [
            30,
            15,
            14,
            9,
            21,
            25,
            24
          ],
          "gross_revenue": [
            0.016586,
            0.027237,
            0.064239,
            0.048789,
            0.03784,
            0.032469,
            0.044349
          ],
          "gross_pap_revenue": [
            0.000093,
            0,
            0.000526,
            0.002567,
            0.000583,
            0.002768,
            0
          ],
          "gross_saas_revenue": [
            0.016493,
            0.027237,
            0.063713,
            0.046222,
            0.037257,
            0.029701,
            0.044349
          ],
          "net_revenue": [
            0.0165674,
            0.027237,
            0.0641338,
            0.04827559999999999,
            0.037723400000000004,
            0.031915400000000003,
            0.04434899999999999
          ],
          "net_pap_revenue": [
            0.0000744,
            0,
            0.0004208,
            0.0020536,
            0.0004664,
            0.0022144,
            0
          ],
          "net_saas_revenue": [
            0.016493,
            0.027237,
            0.063713,
            0.04622199999999999,
            0.037257000000000005,
            0.029701,
            0.04434899999999999
          ]
        },
        "Lebanon": {
          "metric": [
            51,
            54,
            65,
            47,
            52,
            45,
            79
          ],
          "gross_revenue": [
            0.089619,
            0.0322,
            0.084969,
            0.040101,
            0.076244,
            0.076722,
            0.133082
          ],
          "gross_pap_revenue": [
            0.000014,
            0.000012,
            0,
            0.000073,
            0.000696,
            0.001511,
            0.00054
          ],
          "gross_saas_revenue": [
            0.089605,
            0.032188,
            0.084969,
            0.040028,
            0.075548,
            0.075211,
            0.132542
          ],
          "net_revenue": [
            0.08961620000000001,
            0.03219759999999999,
            0.08496900000000002,
            0.0400864,
            0.07610479999999999,
            0.07641980000000001,
            0.13297400000000004
          ],
          "net_pap_revenue": [
            0.0000112,
            0.0000096,
            0,
            0.0000584,
            0.0005568,
            0.0012088,
            0.000432
          ],
          "net_saas_revenue": [
            0.08960499999999999,
            0.032187999999999994,
            0.08496900000000002,
            0.040028,
            0.07554799999999999,
            0.075211,
            0.13254200000000005
          ]
        },
        "Jersey": {
          "metric": [
            98,
            81,
            75,
            119,
            85,
            97,
            113
          ],
          "gross_revenue": [
            0.272082,
            0.258232,
            0.197762,
            0.362822,
            0.210644,
            0.299633,
            0.291907
          ],
          "gross_pap_revenue": [
            0.007353,
            0.002836,
            0.00242,
            0.013623,
            0.008307,
            0.010653,
            0.008802
          ],
          "gross_saas_revenue": [
            0.264729,
            0.255396,
            0.195342,
            0.349199,
            0.202337,
            0.28898,
            0.283105
          ],
          "net_revenue": [
            0.2706114,
            0.2576648,
            0.197278,
            0.36009740000000007,
            0.20898259999999996,
            0.2975024000000001,
            0.2901466
          ],
          "net_pap_revenue": [
            0.0058824,
            0.0022688,
            0.001936,
            0.0108984,
            0.0066456,
            0.0085224,
            0.0070416
          ],
          "net_saas_revenue": [
            0.264729,
            0.255396,
            0.19534200000000002,
            0.34919900000000004,
            0.20233700000000002,
            0.28898000000000007,
            0.283105
          ]
        },
        "Cook Islands": {
          "metric": [
            2,
            2,
            null,
            null,
            null,
            null,
            3
          ],
          "gross_revenue": [
            0.002401,
            0.001,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            0.002401,
            0.001,
            null,
            null,
            null,
            null,
            0
          ],
          "net_revenue": [
            0.002401,
            0.001,
            null,
            null,
            null,
            null,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            0.002401,
            0.001,
            null,
            null,
            null,
            null,
            0
          ]
        },
        "Guinea": {
          "metric": [
            1,
            0,
            3,
            null,
            1,
            1,
            null
          ],
          "gross_revenue": [
            0.000402,
            0.000402,
            0.000808,
            null,
            0,
            0.000403,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.000402,
            0.000402,
            0.000808,
            null,
            0,
            0.000403,
            null
          ],
          "net_revenue": [
            0.000402,
            0.000402,
            0.000808,
            null,
            0,
            0.000403,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0.000402,
            0.000402,
            0.000808,
            null,
            0,
            0.000403,
            null
          ]
        },
        "Liechtenstein": {
          "metric": [
            1,
            7,
            6,
            1,
            null,
            4,
            1
          ],
          "gross_revenue": [
            0.005437,
            0.01295,
            0.008009,
            0,
            null,
            0.013471,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000144,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.005437,
            0.01295,
            0.007865,
            0,
            null,
            0.013471,
            0
          ],
          "net_revenue": [
            0.005437,
            0.01295,
            0.0079802,
            0,
            null,
            0.013471000000000002,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0001152,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.005437,
            0.01295,
            0.007865,
            0,
            null,
            0.013471000000000002,
            0
          ]
        },
        "Israel": {
          "metric": [
            427,
            367,
            398,
            322,
            255,
            393,
            369
          ],
          "gross_revenue": [
            1.194137,
            0.882353,
            0.788204,
            0.634651,
            0.760569,
            0.835239,
            1.120888
          ],
          "gross_pap_revenue": [
            0.036805,
            0.037233,
            0.011039,
            0.013581,
            0.01103,
            0.017454,
            0.361301
          ],
          "gross_saas_revenue": [
            1.157332,
            0.84512,
            0.777165,
            0.62107,
            0.749539,
            0.817785,
            0.759587
          ],
          "net_revenue": [
            1.1867759999999998,
            0.8749064000000004,
            0.7859962000000003,
            0.6319348000000002,
            0.7583630000000002,
            0.8317482,
            1.0486278
          ],
          "net_pap_revenue": [
            0.029444,
            0.0297864,
            0.0088312,
            0.0108648,
            0.008824,
            0.0139632,
            0.2890408
          ],
          "net_saas_revenue": [
            1.1573319999999998,
            0.8451200000000003,
            0.7771650000000001,
            0.6210700000000001,
            0.7495390000000001,
            0.817785,
            0.759587
          ]
        },
        "Pakistan": {
          "metric": [
            136,
            104,
            136,
            193,
            172,
            55,
            111
          ],
          "gross_revenue": [
            0.071906,
            0.102913,
            0.091774,
            0.098335,
            0.12834,
            0.059831,
            0.095229
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000018,
            0,
            0.000048,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.071906,
            0.102913,
            0.091756,
            0.098335,
            0.128292,
            0.059831,
            0.095229
          ],
          "net_revenue": [
            0.07190599999999998,
            0.10291299999999999,
            0.09177039999999999,
            0.098335,
            0.1283304,
            0.059830999999999995,
            0.09522900000000001
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000144,
            0,
            0.0000384,
            0,
            0
          ],
          "net_saas_revenue": [
            0.07190599999999998,
            0.10291299999999999,
            0.09175599999999999,
            0.098335,
            0.12829200000000002,
            0.059830999999999995,
            0.09522900000000001
          ]
        },
        "Macao": {
          "metric": [
            9,
            4,
            11,
            9,
            4,
            16,
            24
          ],
          "gross_revenue": [
            0.002604,
            0.008832,
            0.007416,
            0.001046,
            0.004316,
            0.016297,
            0.028821
          ],
          "gross_pap_revenue": [
            0,
            0.000627,
            0,
            0,
            0,
            0.000202,
            0.000152
          ],
          "gross_saas_revenue": [
            0.002604,
            0.008205,
            0.007416,
            0.001046,
            0.004316,
            0.016095,
            0.028669
          ],
          "net_revenue": [
            0.0026039999999999995,
            0.008706599999999998,
            0.007416,
            0.001046,
            0.0043159999999999995,
            0.016256600000000003,
            0.028790600000000003
          ],
          "net_pap_revenue": [
            0,
            0.0005016,
            0,
            0,
            0,
            0.0001616,
            0.0001216
          ],
          "net_saas_revenue": [
            0.0026039999999999995,
            0.008205,
            0.007416,
            0.001046,
            0.0043159999999999995,
            0.016095,
            0.028669
          ]
        },
        "Curacao": {
          "metric": [
            2,
            1,
            null,
            6,
            2,
            null,
            6
          ],
          "gross_revenue": [
            0.000401,
            0,
            null,
            0.001372,
            0.006881,
            null,
            0.003356
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            0.000073
          ],
          "gross_saas_revenue": [
            0.000401,
            0,
            null,
            0.001372,
            0.006881,
            null,
            0.003283
          ],
          "net_revenue": [
            0.000401,
            0,
            null,
            0.001372,
            0.006880999999999999,
            null,
            0.0033414
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            0.0000584
          ],
          "net_saas_revenue": [
            0.000401,
            0,
            null,
            0.001372,
            0.006880999999999999,
            null,
            0.003283
          ]
        },
        "Sri Lanka": {
          "metric": [
            74,
            79,
            118,
            136,
            79,
            83,
            73
          ],
          "gross_revenue": [
            0.115835,
            0.129761,
            0.136488,
            0.117142,
            0.073479,
            0.091856,
            0.153878
          ],
          "gross_pap_revenue": [
            0.000223,
            0.001874,
            0.000159,
            0.000326,
            0,
            0.000787,
            0.000908
          ],
          "gross_saas_revenue": [
            0.115612,
            0.127887,
            0.136329,
            0.116816,
            0.073479,
            0.091069,
            0.15297
          ],
          "net_revenue": [
            0.11579039999999997,
            0.12938619999999998,
            0.13645620000000003,
            0.11707680000000001,
            0.07347900000000002,
            0.09169859999999999,
            0.1536964
          ],
          "net_pap_revenue": [
            0.0001784,
            0.0014992,
            0.0001272,
            0.0002608,
            0,
            0.0006296,
            0.0007264
          ],
          "net_saas_revenue": [
            0.11561199999999999,
            0.127887,
            0.136329,
            0.11681600000000002,
            0.07347900000000002,
            0.091069,
            0.15297000000000002
          ]
        },
        "British Virgin Islands": {
          "metric": [
            1,
            2,
            1,
            10,
            4,
            2,
            null
          ],
          "gross_revenue": [
            0,
            0.004206,
            0.000404,
            0.008677,
            0.005914,
            0.003403,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            0.004206,
            0.000404,
            0.008677,
            0.005914,
            0.003403,
            null
          ],
          "net_revenue": [
            0,
            0.004206,
            0.000404,
            0.008677,
            0.005914,
            0.003403,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            0.004206,
            0.000404,
            0.008677,
            0.005914,
            0.003403,
            null
          ]
        },
        "Turkmenistan": {
          "metric": [
            1,
            null,
            null,
            2,
            null,
            0,
            3
          ],
          "gross_revenue": [
            0,
            null,
            null,
            0.003,
            null,
            0,
            0.000401
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            0.003,
            null,
            0,
            0.000401
          ],
          "net_revenue": [
            0,
            null,
            null,
            0.003,
            null,
            0,
            0.000401
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            0.003,
            null,
            0,
            0.000401
          ]
        },
        "Lesotho": {
          "metric": [
            2,
            6,
            1,
            null,
            2,
            2,
            6
          ],
          "gross_revenue": [
            0,
            0.0034,
            0,
            null,
            0,
            0.009,
            0.012403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.0034,
            0,
            null,
            0,
            0.009,
            0.012403
          ],
          "net_revenue": [
            0,
            0.0034000000000000002,
            0,
            null,
            0,
            0.009000000000000001,
            0.012402999999999999
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0.0034000000000000002,
            0,
            null,
            0,
            0.009000000000000001,
            0.012402999999999999
          ]
        },
        "Zambia": {
          "metric": [
            10,
            10,
            9,
            19,
            16,
            10,
            12
          ],
          "gross_revenue": [
            0.020624,
            0.004,
            0.007778,
            0.024901,
            0.029899,
            0.005717,
            0.01541
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.020624,
            0.004,
            0.007778,
            0.024901,
            0.029899,
            0.005717,
            0.01541
          ],
          "net_revenue": [
            0.020624,
            0.004,
            0.007778,
            0.024901,
            0.029899000000000005,
            0.005717,
            0.01541
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.020624,
            0.004,
            0.007778,
            0.024901,
            0.029899000000000005,
            0.005717,
            0.01541
          ]
        },
        "Philippines": {
          "metric": [
            162,
            136,
            175,
            236,
            179,
            167,
            141
          ],
          "gross_revenue": [
            0.173081,
            0.127773,
            0.146566,
            0.245972,
            0.186154,
            0.245198,
            0.151245
          ],
          "gross_pap_revenue": [
            0.000896,
            0.000226,
            0.002048,
            0.002089,
            0.00077,
            0.010219,
            0.000528
          ],
          "gross_saas_revenue": [
            0.172185,
            0.127547,
            0.144518,
            0.243883,
            0.185384,
            0.234979,
            0.150717
          ],
          "net_revenue": [
            0.1729018,
            0.12772779999999997,
            0.14615640000000002,
            0.24555420000000003,
            0.186,
            0.24315420000000001,
            0.1511394
          ],
          "net_pap_revenue": [
            0.0007168,
            0.0001808,
            0.0016384,
            0.0016712,
            0.000616,
            0.0081752,
            0.0004224
          ],
          "net_saas_revenue": [
            0.17218500000000003,
            0.12754699999999997,
            0.144518,
            0.24388300000000002,
            0.18538400000000002,
            0.23497900000000002,
            0.150717
          ]
        },
        "Hong Kong": {
          "metric": [
            394,
            418,
            387,
            439,
            357,
            280,
            437
          ],
          "gross_revenue": [
            1.239194,
            1.005234,
            0.720236,
            1.000466,
            0.711271,
            0.535166,
            0.862142
          ],
          "gross_pap_revenue": [
            0.023675,
            0.026322,
            0.017338,
            0.016998,
            0.010261,
            0.013353,
            0.016851
          ],
          "gross_saas_revenue": [
            1.215519,
            0.978912,
            0.702898,
            0.983468,
            0.70101,
            0.521813,
            0.845291
          ],
          "net_revenue": [
            1.2344589999999998,
            0.9999696,
            0.7167684000000003,
            0.9970664,
            0.7092187999999998,
            0.5324953999999998,
            0.8587718000000002
          ],
          "net_pap_revenue": [
            0.01894,
            0.0210576,
            0.0138704,
            0.0135984,
            0.0082088,
            0.0106824,
            0.0134808
          ],
          "net_saas_revenue": [
            1.2155189999999996,
            0.978912,
            0.7028980000000002,
            0.9834680000000001,
            0.7010099999999999,
            0.521813,
            0.8452910000000001
          ]
        },
        "Angola": {
          "metric": [
            1,
            4,
            17,
            4,
            9,
            7,
            17
          ],
          "gross_revenue": [
            0.001,
            0.00287,
            0.018052,
            0.001,
            0.010209,
            0.004964,
            0.025457
          ],
          "gross_pap_revenue": [
            0,
            0.000018,
            0.000807,
            0,
            0,
            0,
            0.000581
          ],
          "gross_saas_revenue": [
            0.001,
            0.002852,
            0.017245,
            0.001,
            0.010209,
            0.004964,
            0.024876
          ],
          "net_revenue": [
            0.001,
            0.0028664,
            0.0178906,
            0.001,
            0.010209,
            0.004964,
            0.025340799999999997
          ],
          "net_pap_revenue": [
            0,
            0.0000144,
            0.0006456,
            0,
            0,
            0,
            0.0004648
          ],
          "net_saas_revenue": [
            0.001,
            0.002852,
            0.017245,
            0.001,
            0.010209,
            0.004964,
            0.024876
          ]
        },
        "Gabon": {
          "metric": [
            10,
            1,
            1,
            2,
            null,
            2,
            1
          ],
          "gross_revenue": [
            0.031802,
            0,
            0.001,
            0.001,
            null,
            0.005448,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.031802,
            0,
            0.001,
            0.001,
            null,
            0.005448,
            0
          ],
          "net_revenue": [
            0.031802,
            0,
            0.001,
            0.001,
            null,
            0.005448,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.031802,
            0,
            0.001,
            0.001,
            null,
            0.005448,
            0
          ]
        },
        "BQ": {
          "metric": [
            4,
            8,
            null,
            null,
            1,
            null,
            null
          ],
          "gross_revenue": [
            0.003401,
            0.021412,
            null,
            null,
            0.000401,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            null,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            0.003401,
            0.021412,
            null,
            null,
            0.000401,
            null,
            null
          ],
          "net_revenue": [
            0.003401,
            0.021411999999999997,
            null,
            null,
            0.000401,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            null,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            0.003401,
            0.021411999999999997,
            null,
            null,
            0.000401,
            null,
            null
          ]
        },
        "Reunion": {
          "metric": [
            3,
            8,
            2,
            7,
            6,
            5,
            6
          ],
          "gross_revenue": [
            0,
            0.012986,
            0,
            0.001176,
            0.015103,
            0.007214,
            0.002222
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.000176,
            0,
            0,
            0.000018
          ],
          "gross_saas_revenue": [
            0,
            0.012986,
            0,
            0.001,
            0.015103,
            0.007214,
            0.002204
          ],
          "net_revenue": [
            0,
            0.012986000000000001,
            0,
            0.0011408,
            0.015103000000000002,
            0.007214000000000001,
            0.0022184
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0001408,
            0,
            0,
            0.0000144
          ],
          "net_saas_revenue": [
            0,
            0.012986000000000001,
            0,
            0.001,
            0.015103000000000002,
            0.007214000000000001,
            0.0022040000000000002
          ]
        },
        "Niger": {
          "metric": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Bangladesh": {
          "metric": [
            37,
            50,
            30,
            70,
            43,
            21,
            36
          ],
          "gross_revenue": [
            0.048849,
            0.038978,
            0.019802,
            0.071764,
            0.052914,
            0.029375,
            0.033598
          ],
          "gross_pap_revenue": [
            0.032242,
            0.008389,
            0.006595,
            0.01796,
            0.00194,
            0.028375,
            0.006506
          ],
          "gross_saas_revenue": [
            0.016607,
            0.030589,
            0.013207,
            0.053804,
            0.050974,
            0.001,
            0.027092
          ],
          "net_revenue": [
            0.0424006,
            0.0373002,
            0.018483,
            0.06817200000000001,
            0.052526,
            0.0237,
            0.0322968
          ],
          "net_pap_revenue": [
            0.0257936,
            0.0067112,
            0.005276,
            0.014368,
            0.001552,
            0.0227,
            0.0052048
          ],
          "net_saas_revenue": [
            0.016607,
            0.030588999999999998,
            0.013207,
            0.053804000000000005,
            0.050974000000000005,
            0.001,
            0.027091999999999998
          ]
        },
        "Tajikistan": {
          "metric": [
            3,
            null,
            4,
            null,
            3,
            2,
            1
          ],
          "gross_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "net_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ]
        },
        "Nicaragua": {
          "metric": [
            4,
            4,
            7,
            4,
            7,
            14,
            1
          ],
          "gross_revenue": [
            0.007203,
            0,
            0.000404,
            0.003,
            0.003,
            0.012401,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.007203,
            0,
            0.000404,
            0.003,
            0.003,
            0.012401,
            0
          ],
          "net_revenue": [
            0.007203,
            0,
            0.000404,
            0.003,
            0.003,
            0.012401,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.007203,
            0,
            0.000404,
            0.003,
            0.003,
            0.012401,
            0
          ]
        },
        "Guernsey": {
          "metric": [
            54,
            70,
            57,
            44,
            45,
            57,
            82
          ],
          "gross_revenue": [
            0.157986,
            0.144084,
            0.154462,
            0.097711,
            0.118831,
            0.095548,
            0.213942
          ],
          "gross_pap_revenue": [
            0.000812,
            0.002255,
            0.004077,
            0.000616,
            0.00445,
            0.003642,
            0.009604
          ],
          "gross_saas_revenue": [
            0.157174,
            0.141829,
            0.150385,
            0.097095,
            0.114381,
            0.091906,
            0.204338
          ],
          "net_revenue": [
            0.15782359999999998,
            0.14363299999999998,
            0.15364660000000002,
            0.09758780000000002,
            0.11794100000000003,
            0.09481960000000003,
            0.21202119999999997
          ],
          "net_pap_revenue": [
            0.0006496,
            0.001804,
            0.0032616,
            0.0004928,
            0.00356,
            0.0029136,
            0.0076832
          ],
          "net_saas_revenue": [
            0.157174,
            0.14182899999999998,
            0.15038500000000002,
            0.09709500000000003,
            0.11438100000000002,
            0.09190600000000003,
            0.20433799999999996
          ]
        },
        "Portugal": {
          "metric": [
            1141,
            1192,
            1180,
            1186,
            830,
            763,
            1296
          ],
          "gross_revenue": [
            3.1638,
            2.886918,
            2.942776,
            2.890357,
            2.074053,
            1.915301,
            3.133895
          ],
          "gross_pap_revenue": [
            0.171281,
            0.162641,
            0.128474,
            0.191559,
            0.163495,
            0.118267,
            0.125694
          ],
          "gross_saas_revenue": [
            2.992519,
            2.724277,
            2.814302,
            2.698798,
            1.910558,
            1.797034,
            3.008201
          ],
          "net_revenue": [
            3.1295438000000004,
            2.8543898000000003,
            2.917081199999999,
            2.8520451999999996,
            2.041354,
            1.8916476000000004,
            3.1087562
          ],
          "net_pap_revenue": [
            0.1370248,
            0.1301128,
            0.1027792,
            0.1532472,
            0.130796,
            0.0946136,
            0.1005552
          ],
          "net_saas_revenue": [
            2.992519,
            2.7242770000000003,
            2.814301999999999,
            2.6987979999999996,
            1.9105580000000002,
            1.797034,
            3.0082010000000006
          ]
        },
        "United Kingdom": {
          "metric": [
            134742,
            115663,
            113310,
            126996,
            108909,
            82982,
            119564
          ],
          "gross_revenue": [
            6245.86581,
            5965.244566,
            5403.593625,
            5107.457533,
            4440.441574,
            3819.484453,
            6204.568356
          ],
          "gross_pap_revenue": [
            19.355491,
            17.504368,
            16.361732,
            23.712645,
            26.220589,
            18.870341,
            16.15252
          ],
          "gross_saas_revenue": [
            6226.510319,
            5947.740198,
            5387.231893,
            5083.744888,
            4414.220985,
            3800.614112,
            6188.415836
          ],
          "net_revenue": [
            6241.994711799998,
            5961.743692400002,
            5400.3212786,
            5102.715003999999,
            4435.197456200002,
            3815.7103847999997,
            6201.337852000001
          ],
          "net_pap_revenue": [
            15.4843928,
            14.0034944,
            13.0893856,
            18.970116,
            20.9764712,
            15.0962728,
            12.922016
          ],
          "net_saas_revenue": [
            6226.510319,
            5947.740198000001,
            5387.231893,
            5083.744888,
            4414.220985000003,
            3800.6141120000007,
            6188.415836
          ]
        },
        "Vietnam": {
          "metric": [
            141,
            170,
            141,
            122,
            117,
            79,
            116
          ],
          "gross_revenue": [
            0.210656,
            0.168937,
            0.134936,
            0.140177,
            0.116316,
            0.048738,
            0.172003
          ],
          "gross_pap_revenue": [
            0.000402,
            0,
            0.000068,
            0.000594,
            0.001859,
            0.000255,
            0.019153
          ],
          "gross_saas_revenue": [
            0.210254,
            0.168937,
            0.134868,
            0.139583,
            0.114457,
            0.048483,
            0.15285
          ],
          "net_revenue": [
            0.21057560000000008,
            0.16893700000000006,
            0.1349224,
            0.14005820000000002,
            0.1159442,
            0.048687,
            0.16817240000000003
          ],
          "net_pap_revenue": [
            0.0003216,
            0,
            0.0000544,
            0.0004752,
            0.0014872,
            0.000204,
            0.0153224
          ],
          "net_saas_revenue": [
            0.21025400000000008,
            0.16893700000000006,
            0.13486800000000002,
            0.139583,
            0.114457,
            0.048483,
            0.15285
          ]
        },
        "Estonia": {
          "metric": [
            126,
            135,
            130,
            147,
            116,
            139,
            170
          ],
          "gross_revenue": [
            0.28856,
            0.384339,
            0.380821,
            0.195728,
            0.272667,
            0.484663,
            0.477742
          ],
          "gross_pap_revenue": [
            0.005974,
            0.002852,
            0.007443,
            0.003143,
            0.011696,
            0.011326,
            0.023397
          ],
          "gross_saas_revenue": [
            0.282586,
            0.381487,
            0.373378,
            0.192585,
            0.260971,
            0.473337,
            0.454345
          ],
          "net_revenue": [
            0.2873652000000001,
            0.38376860000000007,
            0.3793324,
            0.19509939999999998,
            0.27032779999999995,
            0.48239780000000004,
            0.47306260000000017
          ],
          "net_pap_revenue": [
            0.0047792,
            0.0022816,
            0.0059544,
            0.0025144,
            0.0093568,
            0.0090608,
            0.0187176
          ],
          "net_saas_revenue": [
            0.28258600000000006,
            0.3814870000000001,
            0.373378,
            0.19258499999999998,
            0.260971,
            0.47333700000000006,
            0.4543450000000001
          ]
        },
        "Denmark": {
          "metric": [
            956,
            1022,
            997,
            1198,
            842,
            758,
            1174
          ],
          "gross_revenue": [
            2.43196,
            2.44254,
            2.347913,
            2.438514,
            1.909784,
            1.919547,
            2.590214
          ],
          "gross_pap_revenue": [
            0.10179,
            0.125493,
            0.132559,
            0.167227,
            0.145105,
            0.116428,
            0.150336
          ],
          "gross_saas_revenue": [
            2.33017,
            2.317047,
            2.215354,
            2.271287,
            1.764679,
            1.803119,
            2.439878
          ],
          "net_revenue": [
            2.411602,
            2.4174414,
            2.3214012,
            2.4050686000000003,
            1.8807629999999997,
            1.8962614,
            2.560146800000001
          ],
          "net_pap_revenue": [
            0.081432,
            0.1003944,
            0.1060472,
            0.1337816,
            0.116084,
            0.0931424,
            0.1202688
          ],
          "net_saas_revenue": [
            2.33017,
            2.317047,
            2.215354,
            2.271287,
            1.7646789999999999,
            1.8031190000000004,
            2.439878
          ]
        },
        "Andorra": {
          "metric": [
            7,
            7,
            8,
            17,
            6,
            12,
            15
          ],
          "gross_revenue": [
            0.013114,
            0.045943,
            0.016881,
            0.015059,
            0.010018,
            0.035828,
            0.021068
          ],
          "gross_pap_revenue": [
            0.00003,
            0.000139,
            0.000266,
            0.000445,
            0.000018,
            0.000852,
            0
          ],
          "gross_saas_revenue": [
            0.013084,
            0.045804,
            0.016615,
            0.014614,
            0.01,
            0.034976,
            0.021068
          ],
          "net_revenue": [
            0.013108000000000002,
            0.0459152,
            0.016827799999999997,
            0.01497,
            0.0100144,
            0.035657600000000005,
            0.021067999999999996
          ],
          "net_pap_revenue": [
            0.000024,
            0.0001112,
            0.0002128,
            0.000356,
            0.0000144,
            0.0006816,
            0
          ],
          "net_saas_revenue": [
            0.013084000000000002,
            0.04580400000000001,
            0.016615,
            0.014614,
            0.01,
            0.03497600000000001,
            0.021067999999999996
          ]
        },
        "Nigeria": {
          "metric": [
            90,
            63,
            98,
            93,
            135,
            126,
            131
          ],
          "gross_revenue": [
            0.142509,
            0.080107,
            0.128317,
            0.132241,
            0.122521,
            0.209473,
            0.189954
          ],
          "gross_pap_revenue": [
            0.004341,
            0.000317,
            0.00565,
            0.004978,
            0.001502,
            0.00078,
            0.000024
          ],
          "gross_saas_revenue": [
            0.138168,
            0.07979,
            0.122667,
            0.127263,
            0.121019,
            0.208693,
            0.18993
          ],
          "net_revenue": [
            0.14164079999999998,
            0.0800436,
            0.12718700000000002,
            0.1312454,
            0.1222206,
            0.209317,
            0.18994920000000004
          ],
          "net_pap_revenue": [
            0.0034728,
            0.0002536,
            0.00452,
            0.0039824,
            0.0012016,
            0.000624,
            0.0000192
          ],
          "net_saas_revenue": [
            0.138168,
            0.07979000000000001,
            0.12266700000000003,
            0.12726300000000001,
            0.121019,
            0.208693,
            0.18993000000000004
          ]
        },
        "Brunei Darussalam": {
          "metric": [
            15,
            16,
            29,
            14,
            3,
            15,
            15
          ],
          "gross_revenue": [
            0.012203,
            0.012804,
            0.043594,
            0.007404,
            0.000805,
            0.008432,
            0.016577
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000186,
            0,
            0,
            0.000014,
            0
          ],
          "gross_saas_revenue": [
            0.012203,
            0.012804,
            0.043408,
            0.007404,
            0.000805,
            0.008418,
            0.016577
          ],
          "net_revenue": [
            0.012203,
            0.012804,
            0.0435568,
            0.007404,
            0.0008049999999999999,
            0.008429200000000001,
            0.016576999999999998
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0001488,
            0,
            0,
            0.0000112,
            0
          ],
          "net_saas_revenue": [
            0.012203,
            0.012804,
            0.043408,
            0.007404,
            0.0008049999999999999,
            0.008418,
            0.016576999999999998
          ]
        },
        "Gibraltar": {
          "metric": [
            19,
            29,
            27,
            41,
            26,
            23,
            51
          ],
          "gross_revenue": [
            0.028002,
            0.039021,
            0.038432,
            0.040247,
            0.062934,
            0.038677,
            0.103499
          ],
          "gross_pap_revenue": [
            0.000468,
            0.000695,
            0.01401,
            0,
            0.00076,
            0.000196,
            0.000235
          ],
          "gross_saas_revenue": [
            0.027534,
            0.038326,
            0.024422,
            0.040247,
            0.062174,
            0.038481,
            0.103264
          ],
          "net_revenue": [
            0.027908399999999996,
            0.038882,
            0.03563,
            0.040247,
            0.062782,
            0.0386378,
            0.10345199999999999
          ],
          "net_pap_revenue": [
            0.0003744,
            0.000556,
            0.011208,
            0,
            0.000608,
            0.0001568,
            0.000188
          ],
          "net_saas_revenue": [
            0.027534,
            0.038326,
            0.024422,
            0.040247,
            0.06217400000000001,
            0.038481,
            0.103264
          ]
        },
        "Grenada": {
          "metric": [
            4,
            6,
            5,
            2,
            7,
            1,
            2
          ],
          "gross_revenue": [
            0.002203,
            0.027417,
            0.019469,
            0.002603,
            0.014056,
            0,
            0.004418
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000454,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.002203,
            0.027417,
            0.019015,
            0.002603,
            0.014056,
            0,
            0.004418
          ],
          "net_revenue": [
            0.002203,
            0.027417,
            0.019378199999999998,
            0.002603,
            0.014055999999999999,
            0,
            0.004418
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0003632,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.002203,
            0.027417,
            0.019014999999999997,
            0.002603,
            0.014055999999999999,
            0,
            0.004418
          ]
        },
        "Iraq": {
          "metric": [
            16,
            21,
            12,
            23,
            16,
            25,
            27
          ],
          "gross_revenue": [
            0.012211,
            0.052612,
            0.009208,
            0.028424,
            0.006,
            0.030223,
            0.02856
          ],
          "gross_pap_revenue": [
            0.00003,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.012181,
            0.052612,
            0.009208,
            0.028424,
            0.006,
            0.030223,
            0.02856
          ],
          "net_revenue": [
            0.012205,
            0.052612000000000006,
            0.009208000000000001,
            0.028423999999999998,
            0.006,
            0.030223,
            0.028560000000000006
          ],
          "net_pap_revenue": [
            0.000024,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.012181,
            0.052612000000000006,
            0.009208000000000001,
            0.028423999999999998,
            0.006,
            0.030223,
            0.028560000000000006
          ]
        },
        "Rwanda": {
          "metric": [
            8,
            5,
            9,
            14,
            9,
            2,
            8
          ],
          "gross_revenue": [
            0.003401,
            0.005219,
            0.022404,
            0.01022,
            0.003603,
            0.001403,
            0.004403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.003401,
            0.005219,
            0.022404,
            0.01022,
            0.003603,
            0.001403,
            0.004403
          ],
          "net_revenue": [
            0.003401,
            0.005219,
            0.022403999999999997,
            0.01022,
            0.0036030000000000003,
            0.001403,
            0.004403
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.003401,
            0.005219,
            0.022403999999999997,
            0.01022,
            0.0036030000000000003,
            0.001403,
            0.004403
          ]
        },
        "Suriname": {
          "metric": [
            3,
            3,
            2,
            1,
            1,
            2,
            1
          ],
          "gross_revenue": [
            0.021,
            0.013,
            0,
            0,
            0,
            0,
            0.001843
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.000037
          ],
          "gross_saas_revenue": [
            0.021,
            0.013,
            0,
            0,
            0,
            0,
            0.001806
          ],
          "net_revenue": [
            0.020999999999999998,
            0.013000000000000001,
            0,
            0,
            0,
            0,
            0.0018356
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0000296
          ],
          "net_saas_revenue": [
            0.020999999999999998,
            0.013000000000000001,
            0,
            0,
            0,
            0,
            0.0018059999999999999
          ]
        },
        "United Republic of Tanzania": {
          "metric": [
            4,
            7,
            22,
            22,
            9,
            19,
            18
          ],
          "gross_revenue": [
            0.008802,
            0.013156,
            0.036904,
            0.065461,
            0.003422,
            0.024221,
            0.018813
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000901,
            0.027936,
            0,
            0.000666,
            0.001224
          ],
          "gross_saas_revenue": [
            0.008802,
            0.013156,
            0.036003,
            0.037525,
            0.003422,
            0.023555,
            0.017589
          ],
          "net_revenue": [
            0.008802,
            0.013156,
            0.0367238,
            0.059873800000000005,
            0.003422,
            0.024087799999999996,
            0.0185682
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0007208,
            0.0223488,
            0,
            0.0005328,
            0.0009792
          ],
          "net_saas_revenue": [
            0.008802,
            0.013156,
            0.036003,
            0.037525,
            0.003422,
            0.023554999999999996,
            0.017589
          ]
        },
        "San Marino": {
          "metric": [
            3,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_revenue": [
            0.004204,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            0.004204,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_revenue": [
            0.004204,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            0.004204,
            null,
            null,
            null,
            null,
            null,
            0
          ]
        },
        "Gambia": {
          "metric": [
            3,
            null,
            2,
            3,
            3,
            1,
            2
          ],
          "gross_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0.004499
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0.004499
          ],
          "net_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0.0044989999999999995
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0.0044989999999999995
          ]
        },
        "Bosnia and Herzegovina": {
          "metric": [
            64,
            64,
            34,
            51,
            49,
            32,
            46
          ],
          "gross_revenue": [
            0.09039,
            0.075856,
            0.032903,
            0.098687,
            0.063131,
            0.098072,
            0.074871
          ],
          "gross_pap_revenue": [
            0.000225,
            0.000351,
            0,
            0.008384,
            0.000063,
            0.000481,
            0.000387
          ],
          "gross_saas_revenue": [
            0.090165,
            0.075505,
            0.032903,
            0.090303,
            0.063068,
            0.097591,
            0.074484
          ],
          "net_revenue": [
            0.090345,
            0.07578579999999999,
            0.032902999999999995,
            0.0970102,
            0.06311839999999999,
            0.09797580000000003,
            0.0747936
          ],
          "net_pap_revenue": [
            0.00018,
            0.0002808,
            0,
            0.0067072,
            0.0000504,
            0.0003848,
            0.0003096
          ],
          "net_saas_revenue": [
            0.090165,
            0.07550499999999999,
            0.032902999999999995,
            0.09030300000000001,
            0.063068,
            0.09759100000000001,
            0.074484
          ]
        },
        "Bhutan": {
          "metric": [
            3,
            1,
            5,
            null,
            1,
            3,
            null
          ],
          "gross_revenue": [
            0,
            0.002206,
            0.004454,
            null,
            0,
            0.007203,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            0.002206,
            0.004454,
            null,
            0,
            0.007203,
            null
          ],
          "net_revenue": [
            0,
            0.002206,
            0.004454,
            null,
            0,
            0.007203000000000001,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            0.002206,
            0.004454,
            null,
            0,
            0.007203000000000001,
            null
          ]
        },
        "Fiji": {
          "metric": [
            3,
            5,
            5,
            null,
            null,
            7,
            3
          ],
          "gross_revenue": [
            0.001,
            0.004512,
            0.004441,
            null,
            null,
            0.004614,
            0.008493
          ],
          "gross_pap_revenue": [
            0,
            0.00011,
            0.000037,
            null,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.001,
            0.004402,
            0.004404,
            null,
            null,
            0.004614,
            0.008493
          ],
          "net_revenue": [
            0.001,
            0.00449,
            0.0044336,
            null,
            null,
            0.004614,
            0.008493
          ],
          "net_pap_revenue": [
            0,
            0.000088,
            0.0000296,
            null,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.001,
            0.004402,
            0.004404,
            null,
            null,
            0.004614,
            0.008493
          ]
        },
        "Uganda": {
          "metric": [
            26,
            22,
            12,
            38,
            21,
            36,
            26
          ],
          "gross_revenue": [
            0.031334,
            0.042204,
            0.013808,
            0.033885,
            0.035135,
            0.053038,
            0.06446
          ],
          "gross_pap_revenue": [
            0,
            0.00039,
            0,
            0.000712,
            0,
            0.000181,
            0.000191
          ],
          "gross_saas_revenue": [
            0.031334,
            0.041814,
            0.013808,
            0.033173,
            0.035135,
            0.052857,
            0.064269
          ],
          "net_revenue": [
            0.031334,
            0.042126,
            0.013807999999999999,
            0.0337426,
            0.035135,
            0.053001799999999995,
            0.06442179999999999
          ],
          "net_pap_revenue": [
            0,
            0.000312,
            0,
            0.0005696,
            0,
            0.0001448,
            0.0001528
          ],
          "net_saas_revenue": [
            0.031334,
            0.041814,
            0.013807999999999999,
            0.033173,
            0.035135,
            0.052856999999999994,
            0.06426899999999999
          ]
        },
        "Guyana": {
          "metric": [
            17,
            4,
            16,
            7,
            6,
            3,
            3
          ],
          "gross_revenue": [
            0.015859,
            0.003,
            0.002447,
            0.008417,
            0,
            0.001403,
            0.004917
          ],
          "gross_pap_revenue": [
            0.00004,
            0,
            0.000078,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.015819,
            0.003,
            0.002369,
            0.008417,
            0,
            0.001403,
            0.004917
          ],
          "net_revenue": [
            0.015850999999999997,
            0.003,
            0.0024314000000000002,
            0.008417000000000001,
            0,
            0.001403,
            0.004917
          ],
          "net_pap_revenue": [
            0.000032,
            0,
            0.0000624,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.015819,
            0.003,
            0.002369,
            0.008417000000000001,
            0,
            0.001403,
            0.004917
          ]
        },
        "Norway": {
          "metric": [
            955,
            906,
            836,
            891,
            604,
            618,
            1219
          ],
          "gross_revenue": [
            2.480782,
            3.009742,
            2.090919,
            2.259361,
            1.775981,
            1.907631,
            3.61822
          ],
          "gross_pap_revenue": [
            0.133237,
            0.258921,
            0.124123,
            0.047078,
            0.046964,
            0.1541,
            0.376115
          ],
          "gross_saas_revenue": [
            2.347545,
            2.750821,
            1.966796,
            2.212283,
            1.729017,
            1.753531,
            3.242105
          ],
          "net_revenue": [
            2.4541346000000006,
            2.9579578000000004,
            2.0660943999999994,
            2.2499453999999997,
            1.7665882,
            1.8768110000000007,
            3.5429970000000006
          ],
          "net_pap_revenue": [
            0.1065896,
            0.2071368,
            0.0992984,
            0.0376624,
            0.0375712,
            0.12328,
            0.300892
          ],
          "net_saas_revenue": [
            2.347545,
            2.7508209999999997,
            1.966796,
            2.2122829999999998,
            1.729017,
            1.7535310000000002,
            3.242105000000001
          ]
        },
        "Malaysia": {
          "metric": [
            495,
            524,
            615,
            649,
            473,
            487,
            632
          ],
          "gross_revenue": [
            0.759983,
            0.668157,
            0.898211,
            0.959305,
            0.700948,
            0.714947,
            1.091932
          ],
          "gross_pap_revenue": [
            0.017165,
            0.01149,
            0.0102,
            0.005692,
            0.004491,
            0.017698,
            0.014406
          ],
          "gross_saas_revenue": [
            0.742818,
            0.656667,
            0.888011,
            0.953613,
            0.696457,
            0.697249,
            1.077526
          ],
          "net_revenue": [
            0.7565500000000002,
            0.6658590000000001,
            0.8961709999999997,
            0.9581666000000001,
            0.7000497999999998,
            0.7114073999999998,
            1.0890508000000003
          ],
          "net_pap_revenue": [
            0.013732,
            0.009192,
            0.00816,
            0.0045536,
            0.0035928,
            0.0141584,
            0.0115248
          ],
          "net_saas_revenue": [
            0.7428180000000001,
            0.656667,
            0.8880109999999999,
            0.9536130000000002,
            0.6964569999999999,
            0.6972489999999999,
            1.0775260000000002
          ]
        },
        "Isle of Man": {
          "metric": [
            137,
            104,
            81,
            90,
            105,
            76,
            112
          ],
          "gross_revenue": [
            0.334939,
            0.233247,
            0.180381,
            0.19101,
            0.22604,
            0.20671,
            0.265606
          ],
          "gross_pap_revenue": [
            0.004764,
            0.003075,
            0.00341,
            0.002982,
            0.005645,
            0.00663,
            0.00565
          ],
          "gross_saas_revenue": [
            0.330175,
            0.230172,
            0.176971,
            0.188028,
            0.220395,
            0.20008,
            0.259956
          ],
          "net_revenue": [
            0.33398620000000023,
            0.23263200000000003,
            0.17969899999999997,
            0.19041360000000002,
            0.22491100000000003,
            0.20538399999999993,
            0.26447600000000004
          ],
          "net_pap_revenue": [
            0.0038112,
            0.00246,
            0.002728,
            0.0023856,
            0.004516,
            0.005304,
            0.00452
          ],
          "net_saas_revenue": [
            0.3301750000000001,
            0.23017200000000002,
            0.176971,
            0.188028,
            0.22039500000000004,
            0.20008,
            0.259956
          ]
        },
        "Iceland": {
          "metric": [
            120,
            153,
            117,
            162,
            83,
            90,
            126
          ],
          "gross_revenue": [
            0.301525,
            0.469413,
            0.322998,
            0.508154,
            0.221834,
            0.385974,
            0.476761
          ],
          "gross_pap_revenue": [
            0.01412,
            0.034019,
            0.001174,
            0.000741,
            0.007755,
            0.025865,
            0.00536
          ],
          "gross_saas_revenue": [
            0.287405,
            0.435394,
            0.321824,
            0.507413,
            0.214079,
            0.360109,
            0.471401
          ],
          "net_revenue": [
            0.29870099999999994,
            0.4626091999999999,
            0.3227632,
            0.5080058000000001,
            0.220283,
            0.38080099999999995,
            0.475689
          ],
          "net_pap_revenue": [
            0.011296,
            0.0272152,
            0.0009392,
            0.0005928,
            0.006204,
            0.020692,
            0.004288
          ],
          "net_saas_revenue": [
            0.28740499999999997,
            0.4353939999999999,
            0.321824,
            0.5074130000000001,
            0.21407900000000002,
            0.360109,
            0.47140099999999996
          ]
        },
        "Dominican Republic": {
          "metric": [
            46,
            94,
            55,
            52,
            73,
            64,
            58
          ],
          "gross_revenue": [
            0.041821,
            0.10229,
            0.029019,
            0.067466,
            0.061187,
            0.037588,
            0.039108
          ],
          "gross_pap_revenue": [
            0.000519,
            0.000372,
            0,
            0.000207,
            0.000362,
            0,
            0.000236
          ],
          "gross_saas_revenue": [
            0.041302,
            0.101918,
            0.029019,
            0.067259,
            0.060825,
            0.037588,
            0.038872
          ],
          "net_revenue": [
            0.041717199999999996,
            0.1022156,
            0.029019000000000003,
            0.0674246,
            0.0611146,
            0.037588,
            0.03906079999999999
          ],
          "net_pap_revenue": [
            0.0004152,
            0.0002976,
            0,
            0.0001656,
            0.0002896,
            0,
            0.0001888
          ],
          "net_saas_revenue": [
            0.041302000000000005,
            0.10191800000000001,
            0.029019000000000003,
            0.06725900000000001,
            0.060825,
            0.037588,
            0.038872
          ]
        },
        "Singapore": {
          "metric": [
            712,
            659,
            660,
            715,
            1005,
            922,
            854
          ],
          "gross_revenue": [
            1.864645,
            1.906782,
            2.125792,
            1.618877,
            1.574733,
            1.851764,
            1.982761
          ],
          "gross_pap_revenue": [
            0.038687,
            0.052287,
            0.032001,
            0.02565,
            0.046816,
            0.057529,
            0.062032
          ],
          "gross_saas_revenue": [
            1.825958,
            1.854495,
            2.093791,
            1.593227,
            1.527917,
            1.794235,
            1.920729
          ],
          "net_revenue": [
            1.8569075999999995,
            1.8963245999999996,
            2.1193918000000007,
            1.6137469999999998,
            1.5653698000000003,
            1.8402581999999998,
            1.9703546000000003
          ],
          "net_pap_revenue": [
            0.0309496,
            0.0418296,
            0.0256008,
            0.02052,
            0.0374528,
            0.0460232,
            0.0496256
          ],
          "net_saas_revenue": [
            1.8259579999999997,
            1.854495,
            2.0937910000000004,
            1.593227,
            1.5279170000000002,
            1.794235,
            1.9207290000000001
          ]
        },
        "Romania": {
          "metric": [
            921,
            642,
            770,
            798,
            553,
            787,
            1153
          ],
          "gross_revenue": [
            1.829202,
            1.03522,
            1.275459,
            1.311935,
            1.111759,
            1.437988,
            2.153213
          ],
          "gross_pap_revenue": [
            0.116896,
            0.031859,
            0.080028,
            0.104998,
            0.060739,
            0.095627,
            0.150481
          ],
          "gross_saas_revenue": [
            1.712306,
            1.003361,
            1.195431,
            1.206937,
            1.05102,
            1.342361,
            2.002732
          ],
          "net_revenue": [
            1.8058228000000003,
            1.0288482000000003,
            1.2594534000000004,
            1.2909354000000004,
            1.0996112,
            1.4188626,
            2.1231167999999996
          ],
          "net_pap_revenue": [
            0.0935168,
            0.0254872,
            0.0640224,
            0.0839984,
            0.0485912,
            0.0765016,
            0.1203848
          ],
          "net_saas_revenue": [
            1.7123059999999999,
            1.0033610000000004,
            1.195431,
            1.2069370000000001,
            1.05102,
            1.3423610000000001,
            2.0027320000000004
          ]
        },
        "Brazil": {
          "metric": [
            323,
            255,
            214,
            260,
            217,
            163,
            257
          ],
          "gross_revenue": [
            0.547913,
            0.391668,
            0.263068,
            0.47934,
            0.311311,
            0.323531,
            0.592118
          ],
          "gross_pap_revenue": [
            0.004974,
            0.010689,
            0.005403,
            0.006828,
            0.012018,
            0.006795,
            0.020312
          ],
          "gross_saas_revenue": [
            0.542939,
            0.380979,
            0.257665,
            0.472512,
            0.299293,
            0.316736,
            0.571806
          ],
          "net_revenue": [
            0.5469181999999999,
            0.38953020000000005,
            0.2619874,
            0.47797439999999997,
            0.30890740000000005,
            0.322172,
            0.5880556000000001
          ],
          "net_pap_revenue": [
            0.0039792,
            0.0085512,
            0.0043224,
            0.0054624,
            0.0096144,
            0.005436,
            0.0162496
          ],
          "net_saas_revenue": [
            0.542939,
            0.38097900000000007,
            0.257665,
            0.47251200000000004,
            0.29929300000000003,
            0.316736,
            0.571806
          ]
        },
        "Myanmar": {
          "metric": [
            6,
            7,
            9,
            6,
            10,
            12,
            4
          ],
          "gross_revenue": [
            0.003,
            0,
            0,
            0,
            0.001661,
            0.012968,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.000469,
            0
          ],
          "gross_saas_revenue": [
            0.003,
            0,
            0,
            0,
            0.001661,
            0.012499,
            0
          ],
          "net_revenue": [
            0.003,
            0,
            0,
            0,
            0.0016610000000000001,
            0.012874200000000002,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.0003752,
            0
          ],
          "net_saas_revenue": [
            0.003,
            0,
            0,
            0,
            0.0016610000000000001,
            0.012499000000000001,
            0
          ]
        },
        "Namibia": {
          "metric": [
            10,
            11,
            8,
            17,
            9,
            6,
            8
          ],
          "gross_revenue": [
            0.015436,
            0.010765,
            0.02348,
            0.020168,
            0.018787,
            0.005654,
            0.015788
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.000043,
            0,
            0.000017,
            0
          ],
          "gross_saas_revenue": [
            0.015436,
            0.010765,
            0.02348,
            0.020125,
            0.018787,
            0.005637,
            0.015788
          ],
          "net_revenue": [
            0.015436,
            0.010765,
            0.02348,
            0.0201594,
            0.018786999999999998,
            0.0056505999999999995,
            0.015788000000000003
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0000344,
            0,
            0.0000136,
            0
          ],
          "net_saas_revenue": [
            0.015436,
            0.010765,
            0.02348,
            0.020125,
            0.018786999999999998,
            0.0056370000000000005,
            0.015788000000000003
          ]
        },
        "Botswana": {
          "metric": [
            13,
            10,
            11,
            13,
            29,
            2,
            10
          ],
          "gross_revenue": [
            0.005432,
            0.025289,
            0.019007,
            0.030982,
            0.050265,
            0.000804,
            0.000403
          ],
          "gross_pap_revenue": [
            0,
            0.000073,
            0.000164,
            0.00692,
            0.001719,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.005432,
            0.025216,
            0.018843,
            0.024062,
            0.048546,
            0.000804,
            0.000403
          ],
          "net_revenue": [
            0.005432,
            0.025274399999999995,
            0.0189742,
            0.029598,
            0.049921200000000006,
            0.000804,
            0.000403
          ],
          "net_pap_revenue": [
            0,
            0.0000584,
            0.0001312,
            0.005536,
            0.0013752,
            0,
            0
          ],
          "net_saas_revenue": [
            0.005432,
            0.025215999999999995,
            0.018843000000000002,
            0.024062,
            0.048546000000000006,
            0.000804,
            0.000403
          ]
        },
        "Moldova, Republic of": {
          "metric": [
            10,
            22,
            17,
            31,
            11,
            20,
            45
          ],
          "gross_revenue": [
            0.010155,
            0.024105,
            0.025547,
            0.028262,
            0.015474,
            0.048288,
            0.043814
          ],
          "gross_pap_revenue": [
            0,
            0.00011,
            0.001286,
            0.000083,
            0,
            0.000436,
            0.00405
          ],
          "gross_saas_revenue": [
            0.010155,
            0.023995,
            0.024261,
            0.028179,
            0.015474,
            0.047852,
            0.039764
          ],
          "net_revenue": [
            0.010155,
            0.024083,
            0.0252898,
            0.0282454,
            0.015474,
            0.04820080000000001,
            0.043004
          ],
          "net_pap_revenue": [
            0,
            0.000088,
            0.0010288,
            0.0000664,
            0,
            0.0003488,
            0.00324
          ],
          "net_saas_revenue": [
            0.010155,
            0.023995000000000002,
            0.024261,
            0.028179,
            0.015474,
            0.04785200000000001,
            0.03976400000000001
          ]
        },
        "Jordan": {
          "metric": [
            28,
            37,
            38,
            34,
            25,
            25,
            33
          ],
          "gross_revenue": [
            0.034656,
            0.040543,
            0.042936,
            0.026672,
            0.035085,
            0.011617,
            0.051157
          ],
          "gross_pap_revenue": [
            0,
            0.000392,
            0.000031,
            0.000116,
            0.000099,
            0.000214,
            0
          ],
          "gross_saas_revenue": [
            0.034656,
            0.040151,
            0.042905,
            0.026556,
            0.034986,
            0.011403,
            0.051157
          ],
          "net_revenue": [
            0.03465599999999999,
            0.040464599999999996,
            0.042929800000000004,
            0.0266488,
            0.035065200000000005,
            0.0115742,
            0.05115700000000001
          ],
          "net_pap_revenue": [
            0,
            0.0003136,
            0.0000248,
            0.0000928,
            0.0000792,
            0.0001712,
            0
          ],
          "net_saas_revenue": [
            0.03465599999999999,
            0.040151,
            0.042905000000000006,
            0.026556,
            0.034986,
            0.011403,
            0.05115700000000001
          ]
        },
        "Panama": {
          "metric": [
            14,
            11,
            7,
            7,
            14,
            8,
            12
          ],
          "gross_revenue": [
            0.011228,
            0.00659,
            0.01356,
            0.011697,
            0.012371,
            0.016622,
            0.024681
          ],
          "gross_pap_revenue": [
            0.000155,
            0.000079,
            0.000945,
            0.000477,
            0,
            0.000348,
            0.000533
          ],
          "gross_saas_revenue": [
            0.011073,
            0.006511,
            0.012615,
            0.01122,
            0.012371,
            0.016274,
            0.024148
          ],
          "net_revenue": [
            0.011196999999999999,
            0.0065742000000000005,
            0.013371000000000003,
            0.0116016,
            0.012371,
            0.0165524,
            0.024574400000000003
          ],
          "net_pap_revenue": [
            0.000124,
            0.0000632,
            0.000756,
            0.0003816,
            0,
            0.0002784,
            0.0004264
          ],
          "net_saas_revenue": [
            0.011073,
            0.006511,
            0.012615,
            0.01122,
            0.012371,
            0.016274,
            0.024148000000000003
          ]
        },
        "Guam": {
          "metric": [
            6,
            2,
            null,
            2,
            1,
            null,
            null
          ],
          "gross_revenue": [
            0,
            0,
            null,
            0.0022,
            0,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            null,
            0.0022,
            0,
            null,
            null
          ],
          "net_revenue": [
            0,
            0,
            null,
            0.0021999999999999997,
            0,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            null,
            0.0021999999999999997,
            0,
            null,
            null
          ]
        },
        "Sierra Leone": {
          "metric": [
            2,
            2,
            null,
            1,
            null,
            1,
            null
          ],
          "gross_revenue": [
            0.002205,
            0.002803,
            null,
            0.003,
            null,
            0,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.002205,
            0.002803,
            null,
            0.003,
            null,
            0,
            null
          ],
          "net_revenue": [
            0.002205,
            0.002803,
            null,
            0.003,
            null,
            0,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            0.002205,
            0.002803,
            null,
            0.003,
            null,
            0,
            null
          ]
        },
        "Georgia": {
          "metric": [
            36,
            31,
            35,
            39,
            18,
            26,
            44
          ],
          "gross_revenue": [
            0.027066,
            0.031602,
            0.085335,
            0.020783,
            0.012735,
            0.055833,
            0.073818
          ],
          "gross_pap_revenue": [
            0,
            0.000043,
            0.000471,
            0,
            0,
            0.000147,
            0
          ],
          "gross_saas_revenue": [
            0.027066,
            0.031559,
            0.084864,
            0.020783,
            0.012735,
            0.055686,
            0.073818
          ],
          "net_revenue": [
            0.027066,
            0.0315934,
            0.0852408,
            0.020783000000000003,
            0.012735000000000002,
            0.05580360000000001,
            0.07381800000000001
          ],
          "net_pap_revenue": [
            0,
            0.0000344,
            0.0003768,
            0,
            0,
            0.0001176,
            0
          ],
          "net_saas_revenue": [
            0.027066,
            0.031559000000000004,
            0.08486400000000001,
            0.020783000000000003,
            0.012735000000000002,
            0.055686000000000006,
            0.07381800000000001
          ]
        },
        "Zimbabwe": {
          "metric": [
            16,
            16,
            20,
            36,
            27,
            24,
            29
          ],
          "gross_revenue": [
            0.003801,
            0.020625,
            0.048334,
            0.028524,
            0.013028,
            0.030978,
            0.035131
          ],
          "gross_pap_revenue": [
            0,
            0.000018,
            0,
            0.000039,
            0,
            0.000037,
            0.000388
          ],
          "gross_saas_revenue": [
            0.003801,
            0.020607,
            0.048334,
            0.028485,
            0.013028,
            0.030941,
            0.034743
          ],
          "net_revenue": [
            0.003801,
            0.020621399999999998,
            0.048334,
            0.028516200000000002,
            0.013028000000000001,
            0.0309706,
            0.035053400000000005
          ],
          "net_pap_revenue": [
            0,
            0.0000144,
            0,
            0.0000312,
            0,
            0.0000296,
            0.0003104
          ],
          "net_saas_revenue": [
            0.003801,
            0.020606999999999997,
            0.048334,
            0.028485,
            0.013028000000000001,
            0.030941000000000003,
            0.034743
          ]
        },
        "Monaco": {
          "metric": [
            26,
            20,
            24,
            20,
            8,
            9,
            12
          ],
          "gross_revenue": [
            0.006259,
            0.01446,
            0.020654,
            0.009198,
            0.009004,
            0.017043,
            0.030241
          ],
          "gross_pap_revenue": [
            0.000052,
            0,
            0.001021,
            0.00011,
            0,
            0.000433,
            0.000807
          ],
          "gross_saas_revenue": [
            0.006207,
            0.01446,
            0.019633,
            0.009088,
            0.009004,
            0.01661,
            0.029434
          ],
          "net_revenue": [
            0.0062486,
            0.014459999999999999,
            0.0204498,
            0.009176,
            0.009004,
            0.016956400000000003,
            0.0300796
          ],
          "net_pap_revenue": [
            0.0000416,
            0,
            0.0008168,
            0.000088,
            0,
            0.0003464,
            0.0006456
          ],
          "net_saas_revenue": [
            0.006206999999999999,
            0.014459999999999999,
            0.019632999999999998,
            0.009088,
            0.009004,
            0.01661,
            0.029434000000000002
          ]
        },
        "Martinique": {
          "metric": [
            5,
            1,
            1,
            1,
            1,
            null,
            null
          ],
          "gross_revenue": [
            0.008402,
            0,
            0.000404,
            0.000408,
            0.001,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            0.008402,
            0,
            0.000404,
            0.000408,
            0.001,
            null,
            null
          ],
          "net_revenue": [
            0.008402,
            0,
            0.000404,
            0.000408,
            0.001,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            0.008402,
            0,
            0.000404,
            0.000408,
            0.001,
            null,
            null
          ]
        },
        "Indonesia": {
          "metric": [
            236,
            244,
            275,
            253,
            281,
            189,
            261
          ],
          "gross_revenue": [
            0.22378,
            0.203173,
            0.290978,
            0.152013,
            0.233672,
            0.195191,
            0.236973
          ],
          "gross_pap_revenue": [
            0.000982,
            0.000343,
            0.002115,
            0.002046,
            0.00183,
            0.000823,
            0.002843
          ],
          "gross_saas_revenue": [
            0.222798,
            0.20283,
            0.288863,
            0.149967,
            0.231842,
            0.194368,
            0.23413
          ],
          "net_revenue": [
            0.22358360000000008,
            0.20310440000000007,
            0.29055500000000006,
            0.1516038,
            0.23330599999999996,
            0.19502640000000004,
            0.23640439999999996
          ],
          "net_pap_revenue": [
            0.0007856,
            0.0002744,
            0.001692,
            0.0016368,
            0.001464,
            0.0006584,
            0.0022744
          ],
          "net_saas_revenue": [
            0.22279800000000005,
            0.20283000000000007,
            0.28886300000000004,
            0.14996700000000002,
            0.23184199999999996,
            0.19436800000000004,
            0.23413
          ]
        },
        "Slovenia": {
          "metric": [
            330,
            380,
            376,
            336,
            388,
            284,
            372
          ],
          "gross_revenue": [
            0.797738,
            0.948439,
            0.667705,
            0.642284,
            0.766826,
            0.759796,
            0.948242
          ],
          "gross_pap_revenue": [
            0.012801,
            0.070169,
            0.067469,
            0.011332,
            0.016086,
            0.020876,
            0.017384
          ],
          "gross_saas_revenue": [
            0.784937,
            0.87827,
            0.600236,
            0.630952,
            0.75074,
            0.73892,
            0.930858
          ],
          "net_revenue": [
            0.7951778000000003,
            0.9344052000000004,
            0.6542112000000002,
            0.6400176000000001,
            0.7636088000000001,
            0.7556208000000002,
            0.9447651999999999
          ],
          "net_pap_revenue": [
            0.0102408,
            0.0561352,
            0.0539752,
            0.0090656,
            0.0128688,
            0.0167008,
            0.0139072
          ],
          "net_saas_revenue": [
            0.7849370000000001,
            0.8782700000000002,
            0.6002360000000001,
            0.6309520000000001,
            0.75074,
            0.7389200000000002,
            0.930858
          ]
        },
        "Bulgaria": {
          "metric": [
            286,
            298,
            250,
            349,
            313,
            231,
            354
          ],
          "gross_revenue": [
            0.549628,
            0.517758,
            0.315295,
            0.430955,
            0.522646,
            0.379315,
            0.660844
          ],
          "gross_pap_revenue": [
            0.019219,
            0.007634,
            0.022109,
            0.053803,
            0.069346,
            0.015456,
            0.022351
          ],
          "gross_saas_revenue": [
            0.530409,
            0.510124,
            0.293186,
            0.377152,
            0.4533,
            0.363859,
            0.638493
          ],
          "net_revenue": [
            0.5457842000000002,
            0.5162311999999999,
            0.3108732,
            0.42019439999999997,
            0.5087768,
            0.3762238,
            0.6563738000000001
          ],
          "net_pap_revenue": [
            0.0153752,
            0.0061072,
            0.0176872,
            0.0430424,
            0.0554768,
            0.0123648,
            0.0178808
          ],
          "net_saas_revenue": [
            0.530409,
            0.5101239999999998,
            0.29318599999999995,
            0.37715200000000004,
            0.4532999999999999,
            0.363859,
            0.6384930000000002
          ]
        },
        "Switzerland": {
          "metric": [
            616,
            752,
            662,
            873,
            450,
            483,
            815
          ],
          "gross_revenue": [
            2.420422,
            3.433307,
            2.93334,
            3.414335,
            2.082474,
            2.622445,
            3.794279
          ],
          "gross_pap_revenue": [
            0.065945,
            0.08212,
            0.082494,
            0.174858,
            0.166749,
            0.223185,
            0.237687
          ],
          "gross_saas_revenue": [
            2.354477,
            3.351187,
            2.850846,
            3.239477,
            1.915725,
            2.39926,
            3.556592
          ],
          "net_revenue": [
            2.407233000000001,
            3.416883,
            2.9168412,
            3.3793634,
            2.0491242,
            2.577808,
            3.7467416
          ],
          "net_pap_revenue": [
            0.052756,
            0.065696,
            0.0659952,
            0.1398864,
            0.1333992,
            0.178548,
            0.1901496
          ],
          "net_saas_revenue": [
            2.3544770000000006,
            3.3511869999999995,
            2.8508459999999998,
            3.2394769999999995,
            1.9157250000000003,
            2.39926,
            3.5565919999999993
          ]
        },
        "Malawi": {
          "metric": [
            8,
            3,
            9,
            3,
            5,
            6,
            7
          ],
          "gross_revenue": [
            0.008401,
            0.000402,
            0.036713,
            0.001436,
            0.009403,
            0.016122,
            0.003575
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000082,
            0.001436,
            0,
            0.001914,
            0.000372
          ],
          "gross_saas_revenue": [
            0.008401,
            0.000402,
            0.036631,
            0,
            0.009403,
            0.014208,
            0.003203
          ],
          "net_revenue": [
            0.008401,
            0.000402,
            0.0366966,
            0.0011488,
            0.009403000000000002,
            0.015739200000000002,
            0.0035006
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000656,
            0.0011488,
            0,
            0.0015312,
            0.0002976
          ],
          "net_saas_revenue": [
            0.008401,
            0.000402,
            0.036631000000000004,
            0,
            0.009403000000000002,
            0.014208000000000002,
            0.003203
          ]
        },
        "Poland": {
          "metric": [
            763,
            878,
            957,
            1142,
            762,
            626,
            732
          ],
          "gross_revenue": [
            1.392045,
            1.415079,
            1.740085,
            1.840291,
            1.204344,
            1.511244,
            1.847272
          ],
          "gross_pap_revenue": [
            0.061852,
            0.038986,
            0.064196,
            0.061648,
            0.131705,
            0.060973,
            0.108509
          ],
          "gross_saas_revenue": [
            1.330193,
            1.376093,
            1.675889,
            1.778643,
            1.072639,
            1.450271,
            1.738763
          ],
          "net_revenue": [
            1.3796746000000002,
            1.4072818,
            1.7272458000000002,
            1.8279613999999997,
            1.1780029999999997,
            1.4990494000000005,
            1.825570200000001
          ],
          "net_pap_revenue": [
            0.0494816,
            0.0311888,
            0.0513568,
            0.0493184,
            0.105364,
            0.0487784,
            0.0868072
          ],
          "net_saas_revenue": [
            1.3301930000000002,
            1.376093,
            1.6758890000000004,
            1.7786430000000002,
            1.0726389999999997,
            1.4502710000000005,
            1.738763000000001
          ]
        },
        "Czech Republic": {
          "metric": [
            483,
            530,
            501,
            566,
            359,
            461,
            523
          ],
          "gross_revenue": [
            1.278697,
            1.389092,
            1.10737,
            1.206894,
            0.87405,
            1.15294,
            1.301591
          ],
          "gross_pap_revenue": [
            0.02086,
            0.020453,
            0.065274,
            0.022562,
            0.049001,
            0.057487,
            0.058121
          ],
          "gross_saas_revenue": [
            1.257837,
            1.368639,
            1.042096,
            1.184332,
            0.825049,
            1.095453,
            1.24347
          ],
          "net_revenue": [
            1.2745250000000004,
            1.3850014,
            1.0943152000000003,
            1.2023816,
            0.8642497999999998,
            1.1414425999999998,
            1.2899668000000002
          ],
          "net_pap_revenue": [
            0.016688,
            0.0163624,
            0.0522192,
            0.0180496,
            0.0392008,
            0.0459896,
            0.0464968
          ],
          "net_saas_revenue": [
            1.257837,
            1.3686390000000002,
            1.042096,
            1.1843320000000004,
            0.825049,
            1.095453,
            1.24347
          ]
        },
        "Burkina Faso": {
          "metric": [
            2,
            1,
            1,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ]
        },
        "Cyprus": {
          "metric": [
            229,
            271,
            217,
            292,
            255,
            217,
            315
          ],
          "gross_revenue": [
            0.432836,
            0.451156,
            0.325052,
            0.438201,
            0.384938,
            0.485338,
            0.57419
          ],
          "gross_pap_revenue": [
            0.016905,
            0.03359,
            0.006938,
            0.00969,
            0.04129,
            0.007904,
            0.053191
          ],
          "gross_saas_revenue": [
            0.415931,
            0.417566,
            0.318114,
            0.428511,
            0.343648,
            0.477434,
            0.520999
          ],
          "net_revenue": [
            0.429455,
            0.444438,
            0.3236644000000001,
            0.43626299999999996,
            0.37668,
            0.4837571999999999,
            0.5635518
          ],
          "net_pap_revenue": [
            0.013524,
            0.026872,
            0.0055504,
            0.007752,
            0.033032,
            0.0063232,
            0.0425528
          ],
          "net_saas_revenue": [
            0.41593099999999994,
            0.4175660000000001,
            0.318114,
            0.42851100000000003,
            0.34364800000000006,
            0.4774339999999999,
            0.520999
          ]
        },
        "Lao People's Democratic Republic": {
          "metric": [
            10,
            11,
            4,
            null,
            5,
            5,
            3
          ],
          "gross_revenue": [
            0.004,
            0.012936,
            0,
            null,
            0.001,
            0.012769,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.004,
            0.012936,
            0,
            null,
            0.001,
            0.012769,
            0
          ],
          "net_revenue": [
            0.004,
            0.012936,
            0,
            null,
            0.001,
            0.012768999999999999,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.004,
            0.012936,
            0,
            null,
            0.001,
            0.012768999999999999,
            0
          ]
        },
        "Uruguay": {
          "metric": [
            16,
            22,
            18,
            27,
            23,
            14,
            19
          ],
          "gross_revenue": [
            0.078537,
            0.04422,
            0.020387,
            0.03766,
            0.038745,
            0.009312,
            0.009516
          ],
          "gross_pap_revenue": [
            0.000354,
            0,
            0.000035,
            0,
            0.000126,
            0.000437,
            0
          ],
          "gross_saas_revenue": [
            0.078183,
            0.04422,
            0.020352,
            0.03766,
            0.038619,
            0.008875,
            0.009516
          ],
          "net_revenue": [
            0.07846619999999999,
            0.04421999999999999,
            0.02038,
            0.03765999999999999,
            0.0387198,
            0.0092246,
            0.009516
          ],
          "net_pap_revenue": [
            0.0002832,
            0,
            0.000028,
            0,
            0.0001008,
            0.0003496,
            0
          ],
          "net_saas_revenue": [
            0.07818299999999997,
            0.04421999999999999,
            0.020352,
            0.03765999999999999,
            0.038619,
            0.008875,
            0.009516
          ]
        },
        "Slovakia": {
          "metric": [
            240,
            279,
            284,
            276,
            235,
            164,
            334
          ],
          "gross_revenue": [
            0.373036,
            0.591251,
            0.675671,
            0.570599,
            0.464218,
            0.367668,
            0.644804
          ],
          "gross_pap_revenue": [
            0.020485,
            0.013137,
            0.010617,
            0.022316,
            0.033869,
            0.00392,
            0.011312
          ],
          "gross_saas_revenue": [
            0.352551,
            0.578114,
            0.665054,
            0.548283,
            0.430349,
            0.363748,
            0.633492
          ],
          "net_revenue": [
            0.3689390000000001,
            0.5886236,
            0.6735476000000001,
            0.5661358,
            0.4574442,
            0.36688399999999993,
            0.6425415999999998
          ],
          "net_pap_revenue": [
            0.016388,
            0.0105096,
            0.0084936,
            0.0178528,
            0.0270952,
            0.003136,
            0.0090496
          ],
          "net_saas_revenue": [
            0.35255100000000006,
            0.5781140000000001,
            0.6650540000000001,
            0.548283,
            0.43034900000000004,
            0.36374799999999996,
            0.6334919999999998
          ]
        },
        "Cuba": {
          "metric": [
            1,
            2,
            1,
            null,
            1,
            1,
            2
          ],
          "gross_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ]
        },
        "Chile": {
          "metric": [
            47,
            58,
            66,
            66,
            68,
            56,
            69
          ],
          "gross_revenue": [
            0.158637,
            0.125359,
            0.082359,
            0.074444,
            0.124765,
            0.093616,
            0.057794
          ],
          "gross_pap_revenue": [
            0.000677,
            0.004634,
            0.002172,
            0.00088,
            0.001144,
            0.002938,
            0.001168
          ],
          "gross_saas_revenue": [
            0.15796,
            0.120725,
            0.080187,
            0.073564,
            0.123621,
            0.090678,
            0.056626
          ],
          "net_revenue": [
            0.1585016,
            0.1244322,
            0.0819246,
            0.07426799999999999,
            0.12453620000000001,
            0.09302839999999998,
            0.0575604
          ],
          "net_pap_revenue": [
            0.0005416,
            0.0037072,
            0.0017376,
            0.000704,
            0.0009152,
            0.0023504,
            0.0009344
          ],
          "net_saas_revenue": [
            0.15796000000000002,
            0.12072500000000001,
            0.080187,
            0.073564,
            0.12362100000000001,
            0.09067799999999997,
            0.056625999999999996
          ]
        },
        "Korea, Republic of": {
          "metric": [
            165,
            145,
            220,
            287,
            226,
            225,
            218
          ],
          "gross_revenue": [
            0.414816,
            0.345862,
            0.428823,
            0.365647,
            0.249766,
            0.367103,
            0.402491
          ],
          "gross_pap_revenue": [
            0.00651,
            0.011123,
            0.00843,
            0.01352,
            0.016055,
            0.007391,
            0.011118
          ],
          "gross_saas_revenue": [
            0.408306,
            0.334739,
            0.420393,
            0.352127,
            0.233711,
            0.359712,
            0.391373
          ],
          "net_revenue": [
            0.413514,
            0.34363740000000004,
            0.42713700000000004,
            0.362943,
            0.24655500000000002,
            0.3656248000000001,
            0.40026740000000005
          ],
          "net_pap_revenue": [
            0.005208,
            0.0088984,
            0.006744,
            0.010816,
            0.012844,
            0.0059128,
            0.0088944
          ],
          "net_saas_revenue": [
            0.40830600000000006,
            0.33473899999999995,
            0.42039300000000007,
            0.352127,
            0.23371100000000003,
            0.35971200000000003,
            0.3913730000000001
          ]
        },
        "Japan": {
          "metric": [
            785,
            665,
            725,
            658,
            475,
            513,
            636
          ],
          "gross_revenue": [
            1.2487,
            1.098746,
            1.049502,
            1.253823,
            0.675554,
            0.671248,
            1.249517
          ],
          "gross_pap_revenue": [
            0.022117,
            0.026176,
            0.021451,
            0.021217,
            0.020105,
            0.021967,
            0.024716
          ],
          "gross_saas_revenue": [
            1.226583,
            1.07257,
            1.028051,
            1.232606,
            0.655449,
            0.649281,
            1.224801
          ],
          "net_revenue": [
            1.2442766,
            1.0935108000000004,
            1.0452118000000001,
            1.2495796000000001,
            0.6715330000000003,
            0.6668546000000001,
            1.2445738000000002
          ],
          "net_pap_revenue": [
            0.0176936,
            0.0209408,
            0.0171608,
            0.0169736,
            0.016084,
            0.0175736,
            0.0197728
          ],
          "net_saas_revenue": [
            1.226583,
            1.07257,
            1.0280509999999998,
            1.232606,
            0.6554490000000002,
            0.6492810000000001,
            1.224801
          ]
        },
        "Hungary": {
          "metric": [
            514,
            474,
            443,
            453,
            381,
            350,
            413
          ],
          "gross_revenue": [
            0.956024,
            1.135789,
            0.985878,
            0.858684,
            0.710852,
            0.799038,
            0.952251
          ],
          "gross_pap_revenue": [
            0.007513,
            0.018265,
            0.042233,
            0.025595,
            0.021746,
            0.025589,
            0.031441
          ],
          "gross_saas_revenue": [
            0.948511,
            1.117524,
            0.943645,
            0.833089,
            0.689106,
            0.773449,
            0.92081
          ],
          "net_revenue": [
            0.9545214000000001,
            1.1321359999999994,
            0.9774314000000003,
            0.8535649999999997,
            0.7065028,
            0.7939202000000001,
            0.9459628
          ],
          "net_pap_revenue": [
            0.0060104,
            0.014612,
            0.0337864,
            0.020476,
            0.0173968,
            0.0204712,
            0.0251528
          ],
          "net_saas_revenue": [
            0.9485110000000001,
            1.1175239999999995,
            0.9436450000000003,
            0.8330889999999997,
            0.6891059999999998,
            0.773449,
            0.9208100000000001
          ]
        },
        "Kuwait": {
          "metric": [
            38,
            32,
            41,
            46,
            33,
            34,
            62
          ],
          "gross_revenue": [
            0.099134,
            0.044833,
            0.120322,
            0.064679,
            0.071088,
            0.051301,
            0.117115
          ],
          "gross_pap_revenue": [
            0.001492,
            0.000163,
            0.001105,
            0.000253,
            0,
            0.0002,
            0.004759
          ],
          "gross_saas_revenue": [
            0.097642,
            0.04467,
            0.119217,
            0.064426,
            0.071088,
            0.051101,
            0.112356
          ],
          "net_revenue": [
            0.0988356,
            0.0448004,
            0.12010100000000001,
            0.06462840000000002,
            0.071088,
            0.05126100000000001,
            0.1161632
          ],
          "net_pap_revenue": [
            0.0011936,
            0.0001304,
            0.000884,
            0.0002024,
            0,
            0.00016,
            0.0038072
          ],
          "net_saas_revenue": [
            0.09764199999999999,
            0.044669999999999994,
            0.119217,
            0.06442600000000002,
            0.071088,
            0.05110100000000001,
            0.112356
          ]
        },
        "Ecuador": {
          "metric": [
            7,
            7,
            11,
            18,
            16,
            10,
            9
          ],
          "gross_revenue": [
            0.013624,
            0.032195,
            0.032634,
            0.00984,
            0.002403,
            0.032995,
            0.00863
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.000032,
            0,
            0.000315,
            0.000018
          ],
          "gross_saas_revenue": [
            0.013624,
            0.032195,
            0.032634,
            0.009808,
            0.002403,
            0.03268,
            0.008612
          ],
          "net_revenue": [
            0.013624,
            0.032194999999999994,
            0.032633999999999996,
            0.0098336,
            0.002403,
            0.032931999999999996,
            0.0086264
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0000256,
            0,
            0.000252,
            0.0000144
          ],
          "net_saas_revenue": [
            0.013624,
            0.032194999999999994,
            0.032633999999999996,
            0.009808,
            0.002403,
            0.032679999999999994,
            0.008612
          ]
        },
        "Ethiopia": {
          "metric": [
            4,
            16,
            13,
            16,
            17,
            6,
            12
          ],
          "gross_revenue": [
            0.005402,
            0.010663,
            0.017966,
            0.008057,
            0.006401,
            0.00307,
            0.009095
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.00307,
            0.000504
          ],
          "gross_saas_revenue": [
            0.005402,
            0.010663,
            0.017966,
            0.008057,
            0.006401,
            0,
            0.008591
          ],
          "net_revenue": [
            0.0054020000000000006,
            0.010663,
            0.017966,
            0.008057,
            0.0064010000000000004,
            0.002456,
            0.0089942
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.002456,
            0.0004032
          ],
          "net_saas_revenue": [
            0.0054020000000000006,
            0.010663,
            0.017966,
            0.008057,
            0.0064010000000000004,
            0,
            0.008591000000000001
          ]
        },
        "Uzbekistan": {
          "metric": [
            17,
            12,
            9,
            20,
            9,
            4,
            8
          ],
          "gross_revenue": [
            0.026335,
            0.013759,
            0.04711,
            0.02542,
            0.018674,
            0,
            0.014837
          ],
          "gross_pap_revenue": [
            0.012853,
            0.005514,
            0,
            0.0019,
            0.004336,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.013482,
            0.008245,
            0.04711,
            0.02352,
            0.014338,
            0,
            0.014837
          ],
          "net_revenue": [
            0.023764399999999995,
            0.0126562,
            0.047109999999999985,
            0.025039999999999993,
            0.0178068,
            0,
            0.014837
          ],
          "net_pap_revenue": [
            0.0102824,
            0.0044112,
            0,
            0.00152,
            0.0034688,
            0,
            0
          ],
          "net_saas_revenue": [
            0.013482,
            0.008245,
            0.047109999999999985,
            0.023519999999999992,
            0.014338,
            0,
            0.014837
          ]
        },
        "Guatemala": {
          "metric": [
            7,
            7,
            2,
            2,
            5,
            6,
            3
          ],
          "gross_revenue": [
            0.005288,
            0.005399,
            0,
            0.004654,
            0.000403,
            0.005569,
            0.001867
          ],
          "gross_pap_revenue": [
            0.000886,
            0,
            0,
            0.001654,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.004402,
            0.005399,
            0,
            0.003,
            0.000403,
            0.005569,
            0.001867
          ],
          "net_revenue": [
            0.0051108,
            0.005399,
            0,
            0.0043232,
            0.000403,
            0.005569,
            0.0018670000000000002
          ],
          "net_pap_revenue": [
            0.0007088,
            0,
            0,
            0.0013232,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.004402,
            0.005399,
            0,
            0.003,
            0.000403,
            0.005569,
            0.0018670000000000002
          ]
        },
        "Colombia": {
          "metric": [
            31,
            49,
            50,
            52,
            72,
            38,
            63
          ],
          "gross_revenue": [
            0.030422,
            0.067247,
            0.088415,
            0.077605,
            0.073605,
            0.048314,
            0.046168
          ],
          "gross_pap_revenue": [
            0,
            0.00029,
            0.002628,
            0.000079,
            0,
            0,
            0.000137
          ],
          "gross_saas_revenue": [
            0.030422,
            0.066957,
            0.085787,
            0.077526,
            0.073605,
            0.048314,
            0.046031
          ],
          "net_revenue": [
            0.030422000000000005,
            0.06718899999999998,
            0.08788939999999999,
            0.0775892,
            0.073605,
            0.048314,
            0.0461406
          ],
          "net_pap_revenue": [
            0,
            0.000232,
            0.0021024,
            0.0000632,
            0,
            0,
            0.0001096
          ],
          "net_saas_revenue": [
            0.030422000000000005,
            0.06695699999999999,
            0.08578699999999999,
            0.077526,
            0.073605,
            0.048314,
            0.046030999999999996
          ]
        },
        "Albania": {
          "metric": [
            68,
            55,
            95,
            95,
            59,
            59,
            77
          ],
          "gross_revenue": [
            0.102492,
            0.066767,
            0.092765,
            0.143529,
            0.096996,
            0.099923,
            0.113028
          ],
          "gross_pap_revenue": [
            0.039243,
            0.000071,
            0.000368,
            0.020075,
            0.000176,
            0,
            0.00059
          ],
          "gross_saas_revenue": [
            0.063249,
            0.066696,
            0.092397,
            0.123454,
            0.09682,
            0.099923,
            0.112438
          ],
          "net_revenue": [
            0.0946434,
            0.0667528,
            0.09269140000000001,
            0.139514,
            0.0969608,
            0.099923,
            0.11291000000000001
          ],
          "net_pap_revenue": [
            0.0313944,
            0.0000568,
            0.0002944,
            0.01606,
            0.0001408,
            0,
            0.000472
          ],
          "net_saas_revenue": [
            0.063249,
            0.066696,
            0.09239699999999999,
            0.12345399999999998,
            0.09681999999999999,
            0.099923,
            0.11243800000000001
          ]
        },
        "Luxembourg": {
          "metric": [
            165,
            158,
            128,
            142,
            111,
            121,
            127
          ],
          "gross_revenue": [
            0.681749,
            0.523134,
            0.290137,
            0.392196,
            0.261421,
            0.564201,
            0.279964
          ],
          "gross_pap_revenue": [
            0.027473,
            0.040381,
            0.006976,
            0.045107,
            0.017909,
            0.078975,
            0.004344
          ],
          "gross_saas_revenue": [
            0.654276,
            0.482753,
            0.283161,
            0.347089,
            0.243512,
            0.485226,
            0.27562
          ],
          "net_revenue": [
            0.6762544,
            0.5150578000000001,
            0.28874180000000005,
            0.3831746,
            0.2578391999999999,
            0.5484060000000001,
            0.27909520000000004
          ],
          "net_pap_revenue": [
            0.0219784,
            0.0323048,
            0.0055808,
            0.0360856,
            0.0143272,
            0.06318,
            0.0034752
          ],
          "net_saas_revenue": [
            0.654276,
            0.48275300000000004,
            0.28316100000000005,
            0.347089,
            0.24351199999999995,
            0.4852260000000001,
            0.27562000000000003
          ]
        },
        "Ukraine": {
          "metric": [
            368,
            215,
            183,
            176,
            168,
            153,
            167
          ],
          "gross_revenue": [
            0.318322,
            0.196466,
            0.180971,
            0.211504,
            0.13674,
            0.137822,
            0.240674
          ],
          "gross_pap_revenue": [
            0.010915,
            0.001103,
            0.008287,
            0.001352,
            0.003203,
            0.003167,
            0.006681
          ],
          "gross_saas_revenue": [
            0.307407,
            0.195363,
            0.172684,
            0.210152,
            0.133537,
            0.134655,
            0.233993
          ],
          "net_revenue": [
            0.316139,
            0.19624540000000001,
            0.17931360000000002,
            0.21123360000000002,
            0.13609939999999998,
            0.1371886,
            0.23933780000000002
          ],
          "net_pap_revenue": [
            0.008732,
            0.0008824,
            0.0066296,
            0.0010816,
            0.0025624,
            0.0025336,
            0.0053448
          ],
          "net_saas_revenue": [
            0.307407,
            0.19536300000000004,
            0.172684,
            0.21015200000000003,
            0.133537,
            0.13465500000000002,
            0.233993
          ]
        },
        "Cayman Islands": {
          "metric": [
            61,
            34,
            28,
            33,
            24,
            11,
            29
          ],
          "gross_revenue": [
            0.050174,
            0.049912,
            0.04421,
            0.057108,
            0.062686,
            0.020143,
            0.048031
          ],
          "gross_pap_revenue": [
            0.00105,
            0.000356,
            0.000208,
            0.000121,
            0.000761,
            0.000127,
            0.000813
          ],
          "gross_saas_revenue": [
            0.049124,
            0.049556,
            0.044002,
            0.056987,
            0.061925,
            0.020016,
            0.047218
          ],
          "net_revenue": [
            0.049964,
            0.04984080000000001,
            0.044168400000000003,
            0.05708380000000001,
            0.06253380000000001,
            0.020117600000000003,
            0.0478684
          ],
          "net_pap_revenue": [
            0.00084,
            0.0002848,
            0.0001664,
            0.0000968,
            0.0006088,
            0.0001016,
            0.0006504
          ],
          "net_saas_revenue": [
            0.049123999999999994,
            0.04955600000000001,
            0.044002000000000006,
            0.05698700000000001,
            0.06192500000000002,
            0.020016000000000003,
            0.047218
          ]
        },
        "Madagascar": {
          "metric": [
            1,
            51,
            1,
            27,
            1,
            null,
            2
          ],
          "gross_revenue": [
            0.001,
            0.064007,
            0,
            0.0352,
            0,
            null,
            0.007
          ],
          "gross_pap_revenue": [
            0,
            0.003833,
            0,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            0.001,
            0.060174,
            0,
            0.0352,
            0,
            null,
            0.007
          ],
          "net_revenue": [
            0.001,
            0.0632404,
            0,
            0.035199999999999995,
            0,
            null,
            0.007
          ],
          "net_pap_revenue": [
            0,
            0.0030664,
            0,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            0.001,
            0.060174,
            0,
            0.035199999999999995,
            0,
            null,
            0.007
          ]
        },
        "Cambodia": {
          "metric": [
            16,
            20,
            25,
            19,
            26,
            22,
            21
          ],
          "gross_revenue": [
            0.008746,
            0.025294,
            0.046988,
            0.022212,
            0.012631,
            0.02932,
            0.011015
          ],
          "gross_pap_revenue": [
            0,
            0.000081,
            0.00349,
            0,
            0,
            0.001947,
            0
          ],
          "gross_saas_revenue": [
            0.008746,
            0.025213,
            0.043498,
            0.022212,
            0.012631,
            0.027373,
            0.011015
          ],
          "net_revenue": [
            0.008746,
            0.025277799999999996,
            0.04629,
            0.022211999999999996,
            0.012631,
            0.0289306,
            0.011015000000000002
          ],
          "net_pap_revenue": [
            0,
            0.0000648,
            0.002792,
            0,
            0,
            0.0015576,
            0
          ],
          "net_saas_revenue": [
            0.008746,
            0.025213,
            0.04349799999999999,
            0.022211999999999996,
            0.012631,
            0.027372999999999998,
            0.011015000000000002
          ]
        },
        "Netherlands": {
          "metric": [
            1641,
            1541,
            1595,
            1551,
            1204,
            1105,
            1573
          ],
          "gross_revenue": [
            3.811453,
            3.493014,
            3.576372,
            3.313462,
            3.246519,
            2.651986,
            3.353089
          ],
          "gross_pap_revenue": [
            0.087793,
            0.203725,
            0.335517,
            0.190954,
            0.173109,
            0.150004,
            0.203951
          ],
          "gross_saas_revenue": [
            3.72366,
            3.289289,
            3.240855,
            3.122508,
            3.07341,
            2.501982,
            3.149138
          ],
          "net_revenue": [
            3.7938944000000006,
            3.4522690000000007,
            3.5092686,
            3.2752712,
            3.211897199999999,
            2.6219852000000006,
            3.3122987999999993
          ],
          "net_pap_revenue": [
            0.0702344,
            0.16298,
            0.2684136,
            0.1527632,
            0.1384872,
            0.1200032,
            0.1631608
          ],
          "net_saas_revenue": [
            3.7236600000000006,
            3.289289,
            3.240855,
            3.1225080000000003,
            3.0734099999999995,
            2.501982,
            3.1491379999999993
          ]
        },
        "South Africa": {
          "metric": [
            677,
            692,
            704,
            655,
            425,
            390,
            743
          ],
          "gross_revenue": [
            1.235516,
            1.123865,
            1.187658,
            1.081282,
            0.874001,
            0.770002,
            1.528516
          ],
          "gross_pap_revenue": [
            0.087984,
            0.08097,
            0.048971,
            0.071082,
            0.077441,
            0.049288,
            0.122523
          ],
          "gross_saas_revenue": [
            1.147532,
            1.042895,
            1.138687,
            1.0102,
            0.79656,
            0.720714,
            1.405993
          ],
          "net_revenue": [
            1.2179191999999999,
            1.1076710000000003,
            1.1778637999999997,
            1.0670655999999998,
            0.8585128,
            0.7601444000000002,
            1.5040114000000009
          ],
          "net_pap_revenue": [
            0.0703872,
            0.064776,
            0.0391768,
            0.0568656,
            0.0619528,
            0.0394304,
            0.0980184
          ],
          "net_saas_revenue": [
            1.1475319999999998,
            1.0428950000000003,
            1.1386869999999998,
            1.0102000000000002,
            0.7965600000000002,
            0.7207140000000001,
            1.4059930000000007
          ]
        },
        "Croatia": {
          "metric": [
            470,
            420,
            411,
            512,
            410,
            352,
            543
          ],
          "gross_revenue": [
            0.878331,
            0.824389,
            0.552107,
            0.977469,
            0.609696,
            0.628338,
            1.133959
          ],
          "gross_pap_revenue": [
            0.041264,
            0.130327,
            0.015805,
            0.013337,
            0.023631,
            0.017955,
            0.034399
          ],
          "gross_saas_revenue": [
            0.837067,
            0.694062,
            0.536302,
            0.964132,
            0.586065,
            0.610383,
            1.09956
          ],
          "net_revenue": [
            0.8700781999999998,
            0.7983236000000001,
            0.548946,
            0.9748015999999999,
            0.6049698,
            0.6247469999999999,
            1.1270792
          ],
          "net_pap_revenue": [
            0.0330112,
            0.1042616,
            0.012644,
            0.0106696,
            0.0189048,
            0.014364,
            0.0275192
          ],
          "net_saas_revenue": [
            0.837067,
            0.6940620000000002,
            0.5363020000000001,
            0.9641320000000001,
            0.5860650000000002,
            0.6103829999999999,
            1.09956
          ]
        },
        "Mauritius": {
          "metric": [
            30,
            34,
            33,
            49,
            28,
            29,
            37
          ],
          "gross_revenue": [
            0.093958,
            0.08783,
            0.086048,
            0.065216,
            0.051103,
            0.04014,
            0.051965
          ],
          "gross_pap_revenue": [
            0.000459,
            0.000854,
            0.000966,
            0.002059,
            0.000082,
            0,
            0.000349
          ],
          "gross_saas_revenue": [
            0.093499,
            0.086976,
            0.085082,
            0.063157,
            0.051021,
            0.04014,
            0.051616
          ],
          "net_revenue": [
            0.09386619999999998,
            0.08765920000000002,
            0.08585480000000002,
            0.0648042,
            0.051086599999999996,
            0.04014,
            0.051895199999999995
          ],
          "net_pap_revenue": [
            0.0003672,
            0.0006832,
            0.0007728,
            0.0016472,
            0.0000656,
            0,
            0.0002792
          ],
          "net_saas_revenue": [
            0.09349899999999998,
            0.08697600000000001,
            0.08508200000000002,
            0.06315699999999999,
            0.051021,
            0.04014,
            0.051615999999999995
          ]
        },
        "Oman": {
          "metric": [
            18,
            7,
            23,
            26,
            36,
            29,
            33
          ],
          "gross_revenue": [
            0.011483,
            0.004847,
            0.053402,
            0.05198,
            0.134898,
            0.038171,
            0.048176
          ],
          "gross_pap_revenue": [
            0.000211,
            0,
            0.001628,
            0.000573,
            0.075652,
            0.001445,
            0.001199
          ],
          "gross_saas_revenue": [
            0.011272,
            0.004847,
            0.051774,
            0.051407,
            0.059246,
            0.036726,
            0.046977
          ],
          "net_revenue": [
            0.011440800000000001,
            0.004847000000000001,
            0.053076399999999996,
            0.051865399999999985,
            0.11976760000000002,
            0.037882,
            0.047936200000000005
          ],
          "net_pap_revenue": [
            0.0001688,
            0,
            0.0013024,
            0.0004584,
            0.0605216,
            0.001156,
            0.0009592
          ],
          "net_saas_revenue": [
            0.011272,
            0.004847000000000001,
            0.051774,
            0.05140699999999999,
            0.05924600000000001,
            0.03672600000000001,
            0.046977000000000005
          ]
        },
        "Finland": {
          "metric": [
            692,
            771,
            729,
            766,
            544,
            483,
            788
          ],
          "gross_revenue": [
            1.581346,
            1.711768,
            1.410207,
            1.414079,
            0.977147,
            1.082645,
            1.824188
          ],
          "gross_pap_revenue": [
            0.032085,
            0.081283,
            0.049113,
            0.078501,
            0.047462,
            0.034272,
            0.096644
          ],
          "gross_saas_revenue": [
            1.549261,
            1.630485,
            1.361094,
            1.335578,
            0.929685,
            1.048373,
            1.727544
          ],
          "net_revenue": [
            1.5749290000000002,
            1.6955114000000004,
            1.4003843999999999,
            1.3983788000000001,
            0.9676545999999999,
            1.0757906000000004,
            1.8048591999999999
          ],
          "net_pap_revenue": [
            0.025668,
            0.0650264,
            0.0392904,
            0.0628008,
            0.0379696,
            0.0274176,
            0.0773152
          ],
          "net_saas_revenue": [
            1.5492610000000004,
            1.6304850000000002,
            1.361094,
            1.3355780000000002,
            0.9296849999999999,
            1.0483730000000004,
            1.727544
          ]
        },
        "Mongolia": {
          "metric": [
            7,
            9,
            8,
            6,
            4,
            9,
            17
          ],
          "gross_revenue": [
            0.015015,
            0.017186,
            0.004,
            0.004,
            0.006,
            0.001403,
            0.024014
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.015015,
            0.017186,
            0.004,
            0.004,
            0.006,
            0.001403,
            0.024014
          ],
          "net_revenue": [
            0.015015,
            0.017186,
            0.004,
            0.004,
            0.006,
            0.001403,
            0.024014
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.015015,
            0.017186,
            0.004,
            0.004,
            0.006,
            0.001403,
            0.024014
          ]
        },
        "Egypt": {
          "metric": [
            120,
            129,
            119,
            104,
            162,
            118,
            112
          ],
          "gross_revenue": [
            0.11232,
            0.174876,
            0.161438,
            0.15377,
            0.164108,
            0.114421,
            0.108752
          ],
          "gross_pap_revenue": [
            0.008357,
            0.001344,
            0.000854,
            0.001777,
            0.00185,
            0.000261,
            0.001451
          ],
          "gross_saas_revenue": [
            0.103963,
            0.173532,
            0.160584,
            0.151993,
            0.162258,
            0.11416,
            0.107301
          ],
          "net_revenue": [
            0.11064859999999999,
            0.17460720000000002,
            0.16126719999999997,
            0.15341460000000004,
            0.16373800000000002,
            0.11436880000000002,
            0.1084618
          ],
          "net_pap_revenue": [
            0.0066856,
            0.0010752,
            0.0006832,
            0.0014216,
            0.00148,
            0.0002088,
            0.0011608
          ],
          "net_saas_revenue": [
            0.10396299999999999,
            0.17353200000000002,
            0.16058399999999998,
            0.15199300000000004,
            0.162258,
            0.11416000000000001,
            0.10730100000000001
          ]
        },
        "Antigua and Barbuda": {
          "metric": [
            10,
            9,
            4,
            10,
            5,
            2,
            12
          ],
          "gross_revenue": [
            0.030406,
            0.016298,
            0.003887,
            0.015762,
            0.004994,
            0,
            0.032517
          ],
          "gross_pap_revenue": [
            0.000244,
            0.000084,
            0,
            0,
            0.00042,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.030162,
            0.016214,
            0.003887,
            0.015762,
            0.004574,
            0,
            0.032517
          ],
          "net_revenue": [
            0.0303572,
            0.0162812,
            0.003887,
            0.015762,
            0.00491,
            0,
            0.03251699999999999
          ],
          "net_pap_revenue": [
            0.0001952,
            0.0000672,
            0,
            0,
            0.000336,
            0,
            0
          ],
          "net_saas_revenue": [
            0.030161999999999994,
            0.016214,
            0.003887,
            0.015762,
            0.004574,
            0,
            0.03251699999999999
          ]
        },
        "Iran, Islamic Republic of": {
          "metric": [
            130,
            119,
            76,
            112,
            180,
            184,
            175
          ],
          "gross_revenue": [
            0.000411,
            0,
            0,
            0,
            0.00395,
            0.000607,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.000411,
            0,
            0,
            0,
            0.00395,
            0.000607,
            0
          ],
          "net_revenue": [
            0.000411,
            0,
            0,
            0,
            0.00395,
            0.000607,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.000411,
            0,
            0,
            0,
            0.00395,
            0.000607,
            0
          ]
        },
        "Morocco": {
          "metric": [
            66,
            31,
            59,
            60,
            44,
            52,
            74
          ],
          "gross_revenue": [
            0.105205,
            0.035203,
            0.064155,
            0.080318,
            0.035758,
            0.069139,
            0.113046
          ],
          "gross_pap_revenue": [
            0.000147,
            0.001226,
            0.000995,
            0.001026,
            0.00049,
            0.001116,
            0.006535
          ],
          "gross_saas_revenue": [
            0.105058,
            0.033977,
            0.06316,
            0.079292,
            0.035268,
            0.068023,
            0.106511
          ],
          "net_revenue": [
            0.10517560000000001,
            0.0349578,
            0.063956,
            0.08011280000000003,
            0.035660000000000004,
            0.0689158,
            0.11173900000000002
          ],
          "net_pap_revenue": [
            0.0001176,
            0.0009808,
            0.000796,
            0.0008208,
            0.000392,
            0.0008928,
            0.005228
          ],
          "net_saas_revenue": [
            0.105058,
            0.033977,
            0.06316,
            0.079292,
            0.035268,
            0.068023,
            0.10651100000000004
          ]
        },
        "Qatar": {
          "metric": [
            63,
            61,
            70,
            40,
            49,
            49,
            58
          ],
          "gross_revenue": [
            0.174569,
            0.09362,
            0.088085,
            0.07236,
            0.059709,
            0.09355,
            0.096763
          ],
          "gross_pap_revenue": [
            0.009633,
            0,
            0.000263,
            0.005008,
            0.000534,
            0.000179,
            0.003533
          ],
          "gross_saas_revenue": [
            0.164936,
            0.09362,
            0.087822,
            0.067352,
            0.059175,
            0.093371,
            0.09323
          ],
          "net_revenue": [
            0.1726424,
            0.09361999999999998,
            0.08803240000000001,
            0.07135840000000003,
            0.05960219999999999,
            0.0935142,
            0.0960564
          ],
          "net_pap_revenue": [
            0.0077064,
            0,
            0.0002104,
            0.0040064,
            0.0004272,
            0.0001432,
            0.0028264
          ],
          "net_saas_revenue": [
            0.164936,
            0.09361999999999998,
            0.087822,
            0.067352,
            0.059174999999999985,
            0.09337100000000001,
            0.09323
          ]
        },
        "Jamaica": {
          "metric": [
            31,
            35,
            21,
            29,
            31,
            28,
            40
          ],
          "gross_revenue": [
            0.025267,
            0.076898,
            0.026161,
            0.010262,
            0.025685,
            0.058794,
            0.028962
          ],
          "gross_pap_revenue": [
            0.001561,
            0.003362,
            0.001053,
            0.000538,
            0.004208,
            0.000731,
            0.000405
          ],
          "gross_saas_revenue": [
            0.023706,
            0.073536,
            0.025108,
            0.009724,
            0.021477,
            0.058063,
            0.028557
          ],
          "net_revenue": [
            0.024954800000000006,
            0.0762256,
            0.025950400000000002,
            0.0101544,
            0.024843399999999998,
            0.0586478,
            0.028880999999999997
          ],
          "net_pap_revenue": [
            0.0012488,
            0.0026896,
            0.0008424,
            0.0004304,
            0.0033664,
            0.0005848,
            0.000324
          ],
          "net_saas_revenue": [
            0.023705999999999998,
            0.073536,
            0.025108000000000002,
            0.009724,
            0.021477000000000003,
            0.058063000000000003,
            0.028557
          ]
        },
        "Nepal": {
          "metric": [
            20,
            45,
            44,
            31,
            36,
            27,
            19
          ],
          "gross_revenue": [
            0.027816,
            0.061752,
            0.027377,
            0.008,
            0.030987,
            0.022403,
            0.02592
          ],
          "gross_pap_revenue": [
            0.000048,
            0.002071,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.027768,
            0.059681,
            0.027377,
            0.008,
            0.030987,
            0.022403,
            0.02592
          ],
          "net_revenue": [
            0.027806400000000002,
            0.0613378,
            0.027377,
            0.008,
            0.030986999999999994,
            0.022403,
            0.025920000000000002
          ],
          "net_pap_revenue": [
            0.0000384,
            0.0016568,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.027768,
            0.059681,
            0.027377,
            0.008,
            0.030986999999999994,
            0.022403,
            0.025920000000000002
          ]
        },
        "Afghanistan": {
          "metric": [
            7,
            1,
            3,
            1,
            4,
            2,
            1
          ],
          "gross_revenue": [
            0.003021,
            0.005279,
            0,
            0.0004,
            0.00996,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0.00015,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.003021,
            0.005279,
            0,
            0.0004,
            0.00981,
            0,
            0
          ],
          "net_revenue": [
            0.003021,
            0.005279,
            0,
            0.0004,
            0.00993,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0.00012,
            0,
            0
          ],
          "net_saas_revenue": [
            0.003021,
            0.005279,
            0,
            0.0004,
            0.009810000000000001,
            0,
            0
          ]
        },
        "Canada": {
          "metric": [
            1074,
            1004,
            1049,
            1577,
            1143,
            854,
            1705
          ],
          "gross_revenue": [
            3.1648,
            3.476088,
            3.602201,
            6.341725,
            4.286736,
            3.327084,
            6.829981
          ],
          "gross_pap_revenue": [
            0.058013,
            0.082059,
            0.052841,
            0.15068,
            0.084135,
            0.06389,
            0.122193
          ],
          "gross_saas_revenue": [
            3.106787,
            3.394029,
            3.54936,
            6.191045,
            4.202601,
            3.263194,
            6.707788
          ],
          "net_revenue": [
            3.1531974,
            3.4596762,
            3.5916328000000015,
            6.311589,
            4.269909000000002,
            3.3143059999999998,
            6.8055424
          ],
          "net_pap_revenue": [
            0.0464104,
            0.0656472,
            0.0422728,
            0.120544,
            0.067308,
            0.051112,
            0.0977544
          ],
          "net_saas_revenue": [
            3.1067869999999997,
            3.3940289999999993,
            3.549360000000001,
            6.191045,
            4.2026010000000005,
            3.263194,
            6.707787999999999
          ]
        },
        "Austria": {
          "metric": [
            402,
            444,
            392,
            378,
            282,
            240,
            452
          ],
          "gross_revenue": [
            0.987559,
            1.035032,
            0.776625,
            0.82687,
            0.959939,
            0.894388,
            0.96383
          ],
          "gross_pap_revenue": [
            0.027627,
            0.134443,
            0.040531,
            0.030691,
            0.01496,
            0.025902,
            0.108167
          ],
          "gross_saas_revenue": [
            0.959932,
            0.900589,
            0.736094,
            0.796179,
            0.944979,
            0.868486,
            0.855663
          ],
          "net_revenue": [
            0.9820335999999998,
            1.0081434000000002,
            0.7685188,
            0.8207318000000003,
            0.956947,
            0.8892076000000005,
            0.9421966000000003
          ],
          "net_pap_revenue": [
            0.0221016,
            0.1075544,
            0.0324248,
            0.0245528,
            0.011968,
            0.0207216,
            0.0865336
          ],
          "net_saas_revenue": [
            0.9599319999999999,
            0.9005890000000001,
            0.736094,
            0.7961790000000001,
            0.9449789999999998,
            0.8684860000000004,
            0.8556630000000001
          ]
        },
        "Greece": {
          "metric": [
            848,
            875,
            845,
            934,
            682,
            678,
            944
          ],
          "gross_revenue": [
            1.657655,
            1.812646,
            1.861176,
            1.733635,
            1.41511,
            1.458745,
            1.962787
          ],
          "gross_pap_revenue": [
            0.034654,
            0.10019,
            0.039611,
            0.061754,
            0.040427,
            0.088563,
            0.095515
          ],
          "gross_saas_revenue": [
            1.623001,
            1.712456,
            1.821565,
            1.671881,
            1.374683,
            1.370182,
            1.867272
          ],
          "net_revenue": [
            1.6507241999999998,
            1.7926079999999995,
            1.8532537999999998,
            1.7212842000000004,
            1.4070246,
            1.4410324000000005,
            1.9436840000000006
          ],
          "net_pap_revenue": [
            0.0277232,
            0.080152,
            0.0316888,
            0.0494032,
            0.0323416,
            0.0708504,
            0.076412
          ],
          "net_saas_revenue": [
            1.623001,
            1.7124560000000002,
            1.8215649999999997,
            1.6718810000000004,
            1.3746829999999999,
            1.3701820000000002,
            1.8672720000000005
          ]
        },
        "": {
          "metric": [
            1044,
            1269,
            1940,
            1336,
            762,
            903,
            210
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Azerbaijan": {
          "metric": [
            14,
            15,
            20,
            20,
            7,
            3,
            23
          ],
          "gross_revenue": [
            0.00877,
            0.013311,
            0.016495,
            0.028367,
            0.007783,
            0.004063,
            0.060203
          ],
          "gross_pap_revenue": [
            0.000638,
            0.000919,
            0,
            0.0007,
            0.002833,
            0,
            0.003803
          ],
          "gross_saas_revenue": [
            0.008132,
            0.012392,
            0.016495,
            0.027667,
            0.00495,
            0.004063,
            0.0564
          ],
          "net_revenue": [
            0.008642400000000001,
            0.013127199999999999,
            0.016495000000000003,
            0.028227,
            0.0072164,
            0.004063,
            0.05944239999999999
          ],
          "net_pap_revenue": [
            0.0005104,
            0.0007352,
            0,
            0.00056,
            0.0022664,
            0,
            0.0030424
          ],
          "net_saas_revenue": [
            0.008132,
            0.012392,
            0.016495000000000003,
            0.027666999999999997,
            0.00495,
            0.004063,
            0.0564
          ]
        },
        "Venezuela": {
          "metric": [
            8,
            7,
            4,
            6,
            9,
            1,
            11
          ],
          "gross_revenue": [
            0.013498,
            0.0084,
            0.017,
            0.005052,
            0.002,
            0,
            0.009612
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.013498,
            0.0084,
            0.017,
            0.005052,
            0.002,
            0,
            0.009612
          ],
          "net_revenue": [
            0.013498,
            0.008400000000000001,
            0.017,
            0.005052,
            0.002,
            0,
            0.009611999999999999
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.013498,
            0.008400000000000001,
            0.017,
            0.005052,
            0.002,
            0,
            0.009611999999999999
          ]
        },
        "Mozambique": {
          "metric": [
            8,
            11,
            13,
            7,
            6,
            4,
            14
          ],
          "gross_revenue": [
            0.011091,
            0.009017,
            0.006529,
            0.002614,
            0.004403,
            0.001204,
            0.006607
          ],
          "gross_pap_revenue": [
            0.00269,
            0.00128,
            0,
            0.000614,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.008401,
            0.007737,
            0.006529,
            0.002,
            0.004403,
            0.001204,
            0.006607
          ],
          "net_revenue": [
            0.010553,
            0.008761000000000001,
            0.006529,
            0.0024912,
            0.004403,
            0.001204,
            0.006607
          ],
          "net_pap_revenue": [
            0.002152,
            0.001024,
            0,
            0.0004912,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.008401,
            0.007737000000000001,
            0.006529,
            0.002,
            0.004403,
            0.001204,
            0.006607
          ]
        },
        "Turks and Caicos Islands": {
          "metric": [
            3,
            null,
            5,
            4,
            null,
            2,
            2
          ],
          "gross_revenue": [
            0.001228,
            null,
            0.001156,
            0.000471,
            null,
            0.00424,
            0.000489
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.001228,
            null,
            0.001156,
            0.000471,
            null,
            0.00424,
            0.000489
          ],
          "net_revenue": [
            0.001228,
            null,
            0.001156,
            0.000471,
            null,
            0.00424,
            0.000489
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.001228,
            null,
            0.001156,
            0.000471,
            null,
            0.00424,
            0.000489
          ]
        },
        "Saint Lucia": {
          "metric": [
            12,
            8,
            4,
            6,
            3,
            3,
            3
          ],
          "gross_revenue": [
            0.00997,
            0.005268,
            0.005261,
            0.007873,
            0.001403,
            0.003403,
            0.006501
          ],
          "gross_pap_revenue": [
            0,
            0.000043,
            0.000051,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.00997,
            0.005225,
            0.00521,
            0.007873,
            0.001403,
            0.003403,
            0.006501
          ],
          "net_revenue": [
            0.00997,
            0.0052594,
            0.0052508,
            0.007873,
            0.001403,
            0.003403,
            0.006501
          ],
          "net_pap_revenue": [
            0,
            0.0000344,
            0.0000408,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.00997,
            0.005225,
            0.005209999999999999,
            0.007873,
            0.001403,
            0.003403,
            0.006501
          ]
        },
        "China": {
          "metric": [
            638,
            607,
            712,
            670,
            788,
            529,
            797
          ],
          "gross_revenue": [
            0.570819,
            0.686766,
            0.377862,
            0.256443,
            0.278919,
            0.093009,
            0.542458
          ],
          "gross_pap_revenue": [
            0.004825,
            0.00634,
            0.000857,
            0.001712,
            0.000912,
            0.001769,
            0.005529
          ],
          "gross_saas_revenue": [
            0.565994,
            0.680426,
            0.377005,
            0.254731,
            0.278007,
            0.09124,
            0.536929
          ],
          "net_revenue": [
            0.569854,
            0.6854980000000002,
            0.3776906,
            0.2561006,
            0.2787366,
            0.09265520000000001,
            0.5413522000000001
          ],
          "net_pap_revenue": [
            0.00386,
            0.005072,
            0.0006856,
            0.0013696,
            0.0007296,
            0.0014152,
            0.0044232
          ],
          "net_saas_revenue": [
            0.565994,
            0.680426,
            0.377005,
            0.254731,
            0.278007,
            0.09124,
            0.536929
          ]
        },
        "Cape Verde": {
          "metric": [
            18,
            14,
            20,
            10,
            7,
            11,
            8
          ],
          "gross_revenue": [
            0.005731,
            0.006961,
            0.013223,
            0.008551,
            0.005563,
            0.020939,
            0.01149
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0.002563,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.005731,
            0.006961,
            0.013223,
            0.008551,
            0.003,
            0.020939,
            0.01149
          ],
          "net_revenue": [
            0.005731,
            0.006961,
            0.013223,
            0.008551,
            0.005050400000000001,
            0.020939,
            0.01149
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0.0020504,
            0,
            0
          ],
          "net_saas_revenue": [
            0.005731,
            0.006961,
            0.013223,
            0.008551,
            0.003,
            0.020939,
            0.01149
          ]
        },
        "Costa Rica": {
          "metric": [
            17,
            13,
            49,
            27,
            22,
            14,
            48
          ],
          "gross_revenue": [
            0.019943,
            0.068784,
            0.052665,
            0.020119,
            0.036872,
            0.027487,
            0.062392
          ],
          "gross_pap_revenue": [
            0.000055,
            0.001871,
            0.000512,
            0,
            0,
            0.000525,
            0
          ],
          "gross_saas_revenue": [
            0.019888,
            0.066913,
            0.052153,
            0.020119,
            0.036872,
            0.026962,
            0.062392
          ],
          "net_revenue": [
            0.019932,
            0.06840979999999999,
            0.0525626,
            0.020118999999999998,
            0.036872,
            0.027382000000000004,
            0.062392
          ],
          "net_pap_revenue": [
            0.000044,
            0.0014968,
            0.0004096,
            0,
            0,
            0.00042,
            0
          ],
          "net_saas_revenue": [
            0.019887999999999996,
            0.066913,
            0.052153000000000005,
            0.020118999999999998,
            0.036872,
            0.026962,
            0.062392
          ]
        },
        "Paraguay": {
          "metric": [
            2,
            5,
            6,
            9,
            27,
            2,
            1
          ],
          "gross_revenue": [
            0,
            0.006608,
            0.003402,
            0.030644,
            0.026806,
            0.003403,
            0.006
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.00011,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.006608,
            0.003402,
            0.030534,
            0.026806,
            0.003403,
            0.006
          ],
          "net_revenue": [
            0,
            0.006608,
            0.003402,
            0.030622000000000003,
            0.026806,
            0.003403,
            0.006
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.000088,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0.006608,
            0.003402,
            0.030534000000000002,
            0.026806,
            0.003403,
            0.006
          ]
        },
        "US Virgin Islands": {
          "metric": [
            1,
            null,
            null,
            null,
            4,
            1,
            1
          ],
          "gross_revenue": [
            0.005398,
            null,
            null,
            null,
            0.00421,
            0.013701,
            0
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.005398,
            null,
            null,
            null,
            0.00421,
            0.013701,
            0
          ],
          "net_revenue": [
            0.005398,
            null,
            null,
            null,
            0.00421,
            0.013701000000000001,
            0
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.005398,
            null,
            null,
            null,
            0.00421,
            0.013701000000000001,
            0
          ]
        },
        "Cameroon": {
          "metric": [
            2,
            4,
            1,
            2,
            6,
            2,
            4
          ],
          "gross_revenue": [
            0,
            0.002,
            0.001,
            0.007447,
            0.006995,
            0,
            0.005494
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.000113,
            0,
            0,
            0.000091
          ],
          "gross_saas_revenue": [
            0,
            0.002,
            0.001,
            0.007334,
            0.006995,
            0,
            0.005403
          ],
          "net_revenue": [
            0,
            0.002,
            0.001,
            0.007424399999999999,
            0.006995,
            0,
            0.005475799999999999
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0000904,
            0,
            0,
            0.0000728
          ],
          "net_saas_revenue": [
            0,
            0.002,
            0.001,
            0.007334,
            0.006995,
            0,
            0.005403
          ]
        },
        "Kazakhstan": {
          "metric": [
            18,
            31,
            14,
            26,
            25,
            9,
            26
          ],
          "gross_revenue": [
            0.021368,
            0.025596,
            0.025325,
            0.031496,
            0.035433,
            0.009631,
            0.019849
          ],
          "gross_pap_revenue": [
            0.0064,
            0.00155,
            0.000721,
            0.002122,
            0.00904,
            0.002755,
            0.003438
          ],
          "gross_saas_revenue": [
            0.014968,
            0.024046,
            0.024604,
            0.029374,
            0.026393,
            0.006876,
            0.016411
          ],
          "net_revenue": [
            0.020088,
            0.025285999999999996,
            0.0251808,
            0.031071599999999998,
            0.033624999999999995,
            0.00908,
            0.0191614
          ],
          "net_pap_revenue": [
            0.00512,
            0.00124,
            0.0005768,
            0.0016976,
            0.007232,
            0.002204,
            0.0027504
          ],
          "net_saas_revenue": [
            0.014968,
            0.024045999999999998,
            0.024604,
            0.029373999999999997,
            0.026393,
            0.006876,
            0.016411000000000002
          ]
        },
        "Armenia": {
          "metric": [
            5,
            17,
            18,
            18,
            14,
            4,
            46
          ],
          "gross_revenue": [
            0.007318,
            0.015473,
            0.024704,
            0.01982,
            0.005717,
            0.004511,
            0.02687
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000224,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.007318,
            0.015473,
            0.02448,
            0.01982,
            0.005717,
            0.004511,
            0.02687
          ],
          "net_revenue": [
            0.007318,
            0.015472999999999997,
            0.024659200000000006,
            0.019819999999999997,
            0.005717,
            0.004511,
            0.02687
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0001792,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.007318,
            0.015472999999999997,
            0.024480000000000005,
            0.019819999999999997,
            0.005717,
            0.004511,
            0.02687
          ]
        },
        "Australia": {
          "metric": [
            2313,
            2232,
            2246,
            2937,
            2867,
            2594,
            2518
          ],
          "gross_revenue": [
            8.652678,
            8.734545,
            7.7801,
            9.174935,
            10.455073,
            10.461346,
            8.912746
          ],
          "gross_pap_revenue": [
            0.187191,
            0.097003,
            0.100258,
            0.138021,
            0.266549,
            0.297787,
            0.214541
          ],
          "gross_saas_revenue": [
            8.465487,
            8.637542,
            7.679842,
            9.036914,
            10.188524,
            10.163559,
            8.698205
          ],
          "net_revenue": [
            8.6152398,
            8.715144400000002,
            7.760048399999999,
            9.1473308,
            10.401763199999998,
            10.401788599999998,
            8.869837799999997
          ],
          "net_pap_revenue": [
            0.1497528,
            0.0776024,
            0.0802064,
            0.1104168,
            0.2132392,
            0.2382296,
            0.1716328
          ],
          "net_saas_revenue": [
            8.465487,
            8.637542000000002,
            7.679842,
            9.036914000000001,
            10.188524,
            10.163559000000001,
            8.698204999999998
          ]
        },
        "France": {
          "metric": [
            1723,
            1709,
            1607,
            1873,
            1185,
            1184,
            1866
          ],
          "gross_revenue": [
            4.854354,
            4.068367,
            4.190195,
            4.538398,
            3.223075,
            2.839314,
            4.984417
          ],
          "gross_pap_revenue": [
            0.25205,
            0.131154,
            0.097879,
            0.192294,
            0.166806,
            0.158696,
            0.147592
          ],
          "gross_saas_revenue": [
            4.602304,
            3.937213,
            4.092316,
            4.346104,
            3.056269,
            2.680618,
            4.836825
          ],
          "net_revenue": [
            4.8039439999999995,
            4.0421362,
            4.170619199999999,
            4.499939200000001,
            3.1897137999999994,
            2.8075747999999985,
            4.954898600000001
          ],
          "net_pap_revenue": [
            0.20164,
            0.1049232,
            0.0783032,
            0.1538352,
            0.1334448,
            0.1269568,
            0.1180736
          ],
          "net_saas_revenue": [
            4.602304,
            3.9372130000000003,
            4.092315999999999,
            4.346104,
            3.056268999999999,
            2.680617999999999,
            4.836825
          ]
        },
        "Spain": {
          "metric": [
            1818,
            1828,
            1696,
            2020,
            1497,
            1324,
            1778
          ],
          "gross_revenue": [
            4.340586,
            4.558781,
            3.872971,
            4.660448,
            3.424712,
            3.598152,
            4.661558
          ],
          "gross_pap_revenue": [
            0.109653,
            0.13931,
            0.13335,
            0.109115,
            0.178133,
            0.155973,
            0.199119
          ],
          "gross_saas_revenue": [
            4.230933,
            4.419471,
            3.739621,
            4.551333,
            3.246579,
            3.442179,
            4.462439
          ],
          "net_revenue": [
            4.318655400000002,
            4.530919,
            3.8463009999999995,
            4.638625,
            3.3890854000000004,
            3.5669573999999993,
            4.621734199999997
          ],
          "net_pap_revenue": [
            0.0877224,
            0.111448,
            0.10668,
            0.087292,
            0.1425064,
            0.1247784,
            0.1592952
          ],
          "net_saas_revenue": [
            4.230933000000001,
            4.419471,
            3.7396209999999996,
            4.551333,
            3.246579,
            3.442179,
            4.462438999999998
          ]
        },
        "United States": {
          "metric": [
            5388,
            4574,
            4055,
            5368,
            3823,
            2732,
            6117
          ],
          "gross_revenue": [
            14.119449,
            16.086076,
            13.616431,
            17.85224,
            13.422853,
            11.003724,
            21.418894
          ],
          "gross_pap_revenue": [
            0.207662,
            0.368041,
            0.23077,
            0.309112,
            0.4371,
            0.230064,
            0.296113
          ],
          "gross_saas_revenue": [
            13.911787,
            15.718035,
            13.385661,
            17.543128,
            12.985753,
            10.77366,
            21.122781
          ],
          "net_revenue": [
            14.0779166,
            16.012467799999996,
            13.570277,
            17.7904176,
            13.335433000000005,
            10.957711199999999,
            21.359671399999996
          ],
          "net_pap_revenue": [
            0.1661296,
            0.2944328,
            0.184616,
            0.2472896,
            0.34968,
            0.1840512,
            0.2368904
          ],
          "net_saas_revenue": [
            13.911786999999997,
            15.718035,
            13.385661000000002,
            17.543128000000003,
            12.985753000000006,
            10.77366,
            21.122780999999996
          ]
        },
        "Peru": {
          "metric": [
            21,
            24,
            30,
            17,
            29,
            14,
            13
          ],
          "gross_revenue": [
            0.027005,
            0.024383,
            0.092965,
            0.022485,
            0.030436,
            0.011214,
            0.031708
          ],
          "gross_pap_revenue": [
            0,
            0.001579,
            0.001243,
            0,
            0.000095,
            0,
            0.000082
          ],
          "gross_saas_revenue": [
            0.027005,
            0.022804,
            0.091722,
            0.022485,
            0.030341,
            0.011214,
            0.031626
          ],
          "net_revenue": [
            0.027004999999999998,
            0.024067199999999997,
            0.09271640000000003,
            0.022485000000000005,
            0.030416999999999996,
            0.011214000000000002,
            0.0316916
          ],
          "net_pap_revenue": [
            0,
            0.0012632,
            0.0009944,
            0,
            0.000076,
            0,
            0.0000656
          ],
          "net_saas_revenue": [
            0.027004999999999998,
            0.022803999999999998,
            0.09172200000000003,
            0.022485000000000005,
            0.030340999999999996,
            0.011214000000000002,
            0.031626
          ]
        },
        "Swaziland": {
          "metric": [
            2,
            6,
            11,
            8,
            7,
            4,
            20
          ],
          "gross_revenue": [
            0,
            0.006804,
            0.005319,
            0.001211,
            0.003,
            0.006,
            0.019145
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.006804,
            0.005319,
            0.001211,
            0.003,
            0.006,
            0.019145
          ],
          "net_revenue": [
            0,
            0.006804,
            0.005319,
            0.001211,
            0.003,
            0.006,
            0.019145000000000002
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0.006804,
            0.005319,
            0.001211,
            0.003,
            0.006,
            0.019145000000000002
          ]
        },
        "Kyrgyzstan": {
          "metric": [
            2,
            5,
            2,
            4,
            4,
            3,
            3
          ],
          "gross_revenue": [
            0,
            0.010138,
            0.000404,
            0.028227,
            0.002,
            0.005615,
            0.000403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.003018,
            0,
            0.002615,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.010138,
            0.000404,
            0.025209,
            0.002,
            0.003,
            0.000403
          ],
          "net_revenue": [
            0,
            0.010138000000000001,
            0.000404,
            0.0276234,
            0.002,
            0.005092,
            0.000403
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0024144,
            0,
            0.002092,
            0
          ],
          "net_saas_revenue": [
            0,
            0.010138000000000001,
            0.000404,
            0.025209,
            0.002,
            0.003,
            0.000403
          ]
        },
        "Maldives": {
          "metric": [
            5,
            14,
            33,
            14,
            5,
            6,
            17
          ],
          "gross_revenue": [
            0.007209,
            0.020989,
            0.079653,
            0.020689,
            0.006055,
            0.01167,
            0.028999
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000102,
            0.000018,
            0,
            0.000037,
            0.000893
          ],
          "gross_saas_revenue": [
            0.007209,
            0.020989,
            0.079551,
            0.020671,
            0.006055,
            0.011633,
            0.028106
          ],
          "net_revenue": [
            0.007209,
            0.020989,
            0.07963260000000005,
            0.020685400000000003,
            0.006055,
            0.011662600000000002,
            0.028820399999999996
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000816,
            0.0000144,
            0,
            0.0000296,
            0.0007144
          ],
          "net_saas_revenue": [
            0.007209,
            0.020989,
            0.07955100000000005,
            0.020671000000000002,
            0.006055,
            0.011633000000000001,
            0.028106
          ]
        },
        "Belgium": {
          "metric": [
            1026,
            1237,
            1052,
            1177,
            698,
            880,
            1097
          ],
          "gross_revenue": [
            3.110563,
            3.586626,
            2.780647,
            3.355434,
            2.141587,
            2.718752,
            3.223498
          ],
          "gross_pap_revenue": [
            0.259667,
            0.322761,
            0.103819,
            0.247673,
            0.133482,
            0.164043,
            0.115691
          ],
          "gross_saas_revenue": [
            2.850896,
            3.263865,
            2.676828,
            3.107761,
            2.008105,
            2.554709,
            3.107807
          ],
          "net_revenue": [
            3.058629600000001,
            3.5220738000000016,
            2.7598832,
            3.3058993999999986,
            2.1148906,
            2.6859434000000006,
            3.2003598000000006
          ],
          "net_pap_revenue": [
            0.2077336,
            0.2582088,
            0.0830552,
            0.1981384,
            0.1067856,
            0.1312344,
            0.0925528
          ],
          "net_saas_revenue": [
            2.8508960000000005,
            3.263865000000001,
            2.6768279999999995,
            3.1077609999999987,
            2.008105,
            2.5547090000000003,
            3.107807
          ]
        },
        "Barbados": {
          "metric": [
            25,
            21,
            18,
            42,
            24,
            20,
            30
          ],
          "gross_revenue": [
            0.049416,
            0.027406,
            0.059621,
            0.061724,
            0.088191,
            0.053153,
            0.078
          ],
          "gross_pap_revenue": [
            0.000121,
            0.000019,
            0.000484,
            0.001449,
            0.003064,
            0.000177,
            0.000611
          ],
          "gross_saas_revenue": [
            0.049295,
            0.027387,
            0.059137,
            0.060275,
            0.085127,
            0.052976,
            0.077389
          ],
          "net_revenue": [
            0.04939179999999999,
            0.0274022,
            0.059524200000000006,
            0.061434200000000015,
            0.08757820000000002,
            0.0531176,
            0.07787779999999998
          ],
          "net_pap_revenue": [
            0.0000968,
            0.0000152,
            0.0003872,
            0.0011592,
            0.0024512,
            0.0001416,
            0.0004888
          ],
          "net_saas_revenue": [
            0.04929499999999999,
            0.027387,
            0.059137000000000016,
            0.060275000000000016,
            0.08512700000000001,
            0.052976,
            0.077389
          ]
        },
        "Lithuania": {
          "metric": [
            379,
            378,
            428,
            416,
            254,
            250,
            416
          ],
          "gross_revenue": [
            0.747338,
            0.868142,
            0.784331,
            0.81281,
            0.464065,
            0.427596,
            0.821352
          ],
          "gross_pap_revenue": [
            0.064864,
            0.016435,
            0.012886,
            0.011126,
            0.023758,
            0.041613,
            0.021297
          ],
          "gross_saas_revenue": [
            0.682474,
            0.851707,
            0.771445,
            0.801684,
            0.440307,
            0.385983,
            0.800055
          ],
          "net_revenue": [
            0.7343651999999999,
            0.864855,
            0.7817538000000003,
            0.8105848,
            0.4593134000000001,
            0.41927339999999996,
            0.8170926000000002
          ],
          "net_pap_revenue": [
            0.0518912,
            0.013148,
            0.0103088,
            0.0089008,
            0.0190064,
            0.0332904,
            0.0170376
          ],
          "net_saas_revenue": [
            0.6824739999999999,
            0.8517070000000001,
            0.771445,
            0.801684,
            0.44030700000000006,
            0.3859830000000001,
            0.8000550000000001
          ]
        },
        "Germany": {
          "metric": [
            2950,
            3095,
            2917,
            3217,
            2130,
            2038,
            3755
          ],
          "gross_revenue": [
            5.96304,
            6.577237,
            5.338024,
            5.91686,
            4.24197,
            4.197783,
            8.580907
          ],
          "gross_pap_revenue": [
            0.294883,
            0.39801,
            0.236436,
            0.614713,
            0.310963,
            0.405722,
            0.716235
          ],
          "gross_saas_revenue": [
            5.668157,
            6.179227,
            5.101588,
            5.302147,
            3.931007,
            3.792061,
            7.864672
          ],
          "net_revenue": [
            5.904063399999999,
            6.497634999999998,
            5.290736800000001,
            5.7939174000000015,
            4.1797774,
            4.116638600000002,
            8.437659999999997
          ],
          "net_pap_revenue": [
            0.2359064,
            0.318408,
            0.1891488,
            0.4917704,
            0.2487704,
            0.3245776,
            0.572988
          ],
          "net_saas_revenue": [
            5.668157000000001,
            6.179226999999998,
            5.101588000000001,
            5.3021470000000015,
            3.931007,
            3.792061,
            7.864671999999999
          ]
        },
        "Puerto Rico": {
          "metric": [
            32,
            26,
            16,
            39,
            28,
            14,
            17
          ],
          "gross_revenue": [
            0.059601,
            0.025513,
            0.01049,
            0.044653,
            0.045249,
            0.020373,
            0.018117
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000012,
            0.001693,
            0.002654,
            0.000031,
            0.00009
          ],
          "gross_saas_revenue": [
            0.059601,
            0.025513,
            0.010478,
            0.04296,
            0.042595,
            0.020342,
            0.018027
          ],
          "net_revenue": [
            0.05960100000000001,
            0.025512999999999997,
            0.0104876,
            0.044314400000000004,
            0.044718199999999986,
            0.0203668,
            0.018099
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000096,
            0.0013544,
            0.0021232,
            0.0000248,
            0.000072
          ],
          "net_saas_revenue": [
            0.05960100000000001,
            0.025512999999999997,
            0.010478,
            0.04296,
            0.042594999999999994,
            0.020342000000000002,
            0.018027
          ]
        },
        "(not set)": {
          "metric": [
            255,
            425,
            488,
            335,
            254,
            302,
            null
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ]
        },
        "Thailand": {
          "metric": [
            380,
            349,
            319,
            399,
            331,
            227,
            353
          ],
          "gross_revenue": [
            0.746039,
            0.688634,
            0.663879,
            0.526568,
            0.535879,
            0.499891,
            0.789294
          ],
          "gross_pap_revenue": [
            0.00721,
            0.009743,
            0.006963,
            0.008969,
            0.024522,
            0.00961,
            0.011226
          ],
          "gross_saas_revenue": [
            0.738829,
            0.678891,
            0.656916,
            0.517599,
            0.511357,
            0.490281,
            0.778068
          ],
          "net_revenue": [
            0.744597,
            0.6866854000000001,
            0.6624864000000001,
            0.5247742000000002,
            0.5309746,
            0.49796900000000005,
            0.7870488
          ],
          "net_pap_revenue": [
            0.005768,
            0.0077944,
            0.0055704,
            0.0071752,
            0.0196176,
            0.007688,
            0.0089808
          ],
          "net_saas_revenue": [
            0.7388290000000001,
            0.6788910000000001,
            0.656916,
            0.517599,
            0.5113569999999998,
            0.4902810000000001,
            0.778068
          ]
        },
        "Argentina": {
          "metric": [
            73,
            61,
            57,
            77,
            88,
            40,
            32
          ],
          "gross_revenue": [
            0.087694,
            0.056589,
            0.131672,
            0.084232,
            0.174892,
            0.058036,
            0.042388
          ],
          "gross_pap_revenue": [
            0.00194,
            0.000737,
            0.000635,
            0.001302,
            0.000925,
            0.002731,
            0
          ],
          "gross_saas_revenue": [
            0.085754,
            0.055852,
            0.131037,
            0.08293,
            0.173967,
            0.055305,
            0.042388
          ],
          "net_revenue": [
            0.08730600000000001,
            0.0564416,
            0.131545,
            0.08397160000000002,
            0.17470700000000003,
            0.0574898,
            0.042387999999999995
          ],
          "net_pap_revenue": [
            0.001552,
            0.0005896,
            0.000508,
            0.0010416,
            0.00074,
            0.0021848,
            0
          ],
          "net_saas_revenue": [
            0.08575400000000001,
            0.055852,
            0.131037,
            0.08293,
            0.17396700000000004,
            0.055305,
            0.042387999999999995
          ]
        },
        "Serbia": {
          "metric": [
            266,
            188,
            223,
            237,
            199,
            228,
            221
          ],
          "gross_revenue": [
            0.4398,
            0.276327,
            0.664406,
            0.674731,
            0.479318,
            0.534237,
            0.415866
          ],
          "gross_pap_revenue": [
            0.022237,
            0.003301,
            0.061973,
            0.140966,
            0.013918,
            0.035208,
            0.01473
          ],
          "gross_saas_revenue": [
            0.417563,
            0.273026,
            0.602433,
            0.533765,
            0.4654,
            0.499029,
            0.401136
          ],
          "net_revenue": [
            0.4353526000000001,
            0.2756668000000001,
            0.6520113999999999,
            0.6465378000000002,
            0.4765344000000001,
            0.5271954,
            0.4129200000000001
          ],
          "net_pap_revenue": [
            0.0177896,
            0.0026408,
            0.0495784,
            0.1127728,
            0.0111344,
            0.0281664,
            0.011784
          ],
          "net_saas_revenue": [
            0.417563,
            0.27302600000000005,
            0.602433,
            0.5337650000000002,
            0.4654000000000001,
            0.499029,
            0.4011360000000001
          ]
        },
        "Belarus": {
          "metric": [
            97,
            43,
            20,
            47,
            33,
            24,
            40
          ],
          "gross_revenue": [
            0.068577,
            0.031772,
            0.014167,
            0.039676,
            0.017226,
            0.015362,
            0.02433
          ],
          "gross_pap_revenue": [
            0.000465,
            0.000122,
            0.000147,
            0.000043,
            0,
            0.000153,
            0.000251
          ],
          "gross_saas_revenue": [
            0.068112,
            0.03165,
            0.01402,
            0.039633,
            0.017226,
            0.015209,
            0.024079
          ],
          "net_revenue": [
            0.068484,
            0.0317476,
            0.014137599999999998,
            0.0396674,
            0.017226,
            0.015331400000000002,
            0.024279800000000004
          ],
          "net_pap_revenue": [
            0.000372,
            0.0000976,
            0.0001176,
            0.0000344,
            0,
            0.0001224,
            0.0002008
          ],
          "net_saas_revenue": [
            0.06811199999999999,
            0.03165,
            0.01402,
            0.039633,
            0.017226,
            0.015209,
            0.024079000000000003
          ]
        },
        "Greenland": {
          "metric": [
            2,
            1,
            2,
            1,
            2,
            null,
            null
          ],
          "gross_revenue": [
            0.000989,
            0,
            0,
            0,
            0.001069,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0.000069,
            null,
            null
          ],
          "gross_saas_revenue": [
            0.000989,
            0,
            0,
            0,
            0.001,
            null,
            null
          ],
          "net_revenue": [
            0.0009889999999999999,
            0,
            0,
            0,
            0.0010552,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0.0000552,
            null,
            null
          ],
          "net_saas_revenue": [
            0.0009889999999999999,
            0,
            0,
            0,
            0.001,
            null,
            null
          ]
        },
        "Libya": {
          "metric": [
            5,
            4,
            2,
            1,
            3,
            25,
            null
          ],
          "gross_revenue": [
            0.003,
            0.004,
            0.001,
            0.003,
            0.006,
            0.031131,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.001191,
            null
          ],
          "gross_saas_revenue": [
            0.003,
            0.004,
            0.001,
            0.003,
            0.006,
            0.02994,
            null
          ],
          "net_revenue": [
            0.003,
            0.004,
            0.001,
            0.003,
            0.006,
            0.030892800000000005,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.0009528,
            null
          ],
          "net_saas_revenue": [
            0.003,
            0.004,
            0.001,
            0.003,
            0.006,
            0.02994,
            null
          ]
        },
        "Palestine, State of": {
          "metric": [
            1,
            4,
            null,
            2,
            null,
            1,
            3
          ],
          "gross_revenue": [
            0.001401,
            0.006402,
            null,
            0.003,
            null,
            0.000802,
            0.006804
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.001401,
            0.006402,
            null,
            0.003,
            null,
            0.000802,
            0.006804
          ],
          "net_revenue": [
            0.001401,
            0.006402,
            null,
            0.003,
            null,
            0.000802,
            0.006804
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.001401,
            0.006402,
            null,
            0.003,
            null,
            0.000802,
            0.006804
          ]
        },
        "Ireland": {
          "metric": [
            4625,
            3930,
            3760,
            4156,
            3322,
            3076,
            3693
          ],
          "gross_revenue": [
            13.928142,
            12.563683,
            10.904137,
            11.277982,
            10.407304,
            10.285165,
            12.136928
          ],
          "gross_pap_revenue": [
            0.652137,
            0.555587,
            0.419521,
            0.461581,
            0.589387,
            0.605783,
            0.814278
          ],
          "gross_saas_revenue": [
            13.276005,
            12.008096,
            10.484616,
            10.816401,
            9.817917,
            9.679382,
            11.32265
          ],
          "net_revenue": [
            13.7977146,
            12.4525656,
            10.8202328,
            11.185665800000002,
            10.289426600000002,
            10.164008400000005,
            11.974072400000003
          ],
          "net_pap_revenue": [
            0.5217096,
            0.4444696,
            0.3356168,
            0.3692648,
            0.4715096,
            0.4846264,
            0.6514224
          ],
          "net_saas_revenue": [
            13.276005000000001,
            12.008096,
            10.484615999999997,
            10.816401,
            9.817917000000003,
            9.679382000000004,
            11.322650000000007
          ]
        },
        "Tunisia": {
          "metric": [
            26,
            19,
            24,
            43,
            21,
            20,
            26
          ],
          "gross_revenue": [
            0.026626,
            0.015187,
            0.039201,
            0.032019,
            0.010113,
            0.019274,
            0.023776
          ],
          "gross_pap_revenue": [
            0.004498,
            0.001187,
            0,
            0.000812,
            0.000712,
            0.000066,
            0
          ],
          "gross_saas_revenue": [
            0.022128,
            0.014,
            0.039201,
            0.031207,
            0.009401,
            0.019208,
            0.023776
          ],
          "net_revenue": [
            0.025726399999999996,
            0.0149496,
            0.039201,
            0.0318566,
            0.0099706,
            0.0192608,
            0.023776
          ],
          "net_pap_revenue": [
            0.0035984,
            0.0009496,
            0,
            0.0006496,
            0.0005696,
            0.0000528,
            0
          ],
          "net_saas_revenue": [
            0.022128,
            0.014,
            0.039201,
            0.031207,
            0.009401,
            0.019208,
            0.023776
          ]
        },
        "Malta": {
          "metric": [
            221,
            242,
            237,
            232,
            303,
            175,
            216
          ],
          "gross_revenue": [
            0.593318,
            0.440518,
            0.496211,
            0.389495,
            0.683611,
            0.428445,
            0.432172
          ],
          "gross_pap_revenue": [
            0.012702,
            0.015361,
            0.012349,
            0.006738,
            0.013778,
            0.010387,
            0.015629
          ],
          "gross_saas_revenue": [
            0.580616,
            0.425157,
            0.483862,
            0.382757,
            0.669833,
            0.418058,
            0.416543
          ],
          "net_revenue": [
            0.5907776000000003,
            0.43744580000000005,
            0.49374120000000005,
            0.3881474000000001,
            0.6808554000000001,
            0.4263676000000001,
            0.4290462000000002
          ],
          "net_pap_revenue": [
            0.0101616,
            0.0122888,
            0.0098792,
            0.0053904,
            0.0110224,
            0.0083096,
            0.0125032
          ],
          "net_saas_revenue": [
            0.5806160000000001,
            0.425157,
            0.483862,
            0.38275700000000007,
            0.6698329999999999,
            0.4180580000000001,
            0.4165430000000001
          ]
        },
        "Kenya": {
          "metric": [
            117,
            119,
            111,
            146,
            91,
            218,
            167
          ],
          "gross_revenue": [
            0.162213,
            0.167901,
            0.098294,
            0.139592,
            0.148137,
            0.303638,
            0.247527
          ],
          "gross_pap_revenue": [
            0.012197,
            0.000361,
            0.00372,
            0.008381,
            0.00468,
            0.020521,
            0.001173
          ],
          "gross_saas_revenue": [
            0.150016,
            0.16754,
            0.094574,
            0.131211,
            0.143457,
            0.283117,
            0.246354
          ],
          "net_revenue": [
            0.15977360000000002,
            0.16782880000000003,
            0.09754999999999997,
            0.1379158,
            0.14720100000000003,
            0.2995338,
            0.24729239999999997
          ],
          "net_pap_revenue": [
            0.0097576,
            0.0002888,
            0.002976,
            0.0067048,
            0.003744,
            0.0164168,
            0.0009384
          ],
          "net_saas_revenue": [
            0.150016,
            0.16754000000000005,
            0.09457399999999999,
            0.131211,
            0.143457,
            0.283117,
            0.24635399999999996
          ]
        },
        "Cote d'Ivoire": {
          "metric": [
            5,
            3,
            3,
            5,
            2,
            3,
            null
          ],
          "gross_revenue": [
            0.003401,
            0.001,
            0.004411,
            0.000401,
            0.009403,
            0.003403,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.003401,
            0.001,
            0.004411,
            0.000401,
            0.009403,
            0.003403,
            null
          ],
          "net_revenue": [
            0.003401,
            0.001,
            0.004411,
            0.000401,
            0.009403,
            0.003403,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0.003401,
            0.001,
            0.004411,
            0.000401,
            0.009403,
            0.003403,
            null
          ]
        },
        "Belize": {
          "metric": [
            1,
            null,
            null,
            1,
            2,
            1,
            1
          ],
          "gross_revenue": [
            0,
            null,
            null,
            0,
            0.025,
            0.003,
            0
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            0,
            0.025,
            0.003,
            0
          ],
          "net_revenue": [
            0,
            null,
            null,
            0,
            0.024999999999999998,
            0.003,
            0
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            0,
            0.024999999999999998,
            0.003,
            0
          ]
        },
        "Yemen": {
          "metric": [
            1,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Mexico": {
          "metric": [
            118,
            124,
            114,
            130,
            77,
            103,
            170
          ],
          "gross_revenue": [
            0.170212,
            0.282972,
            0.243754,
            0.232217,
            0.144813,
            0.144701,
            0.285512
          ],
          "gross_pap_revenue": [
            0.000023,
            0.003169,
            0.004169,
            0.00399,
            0.000526,
            0.003099,
            0.004846
          ],
          "gross_saas_revenue": [
            0.170189,
            0.279803,
            0.239585,
            0.228227,
            0.144287,
            0.141602,
            0.280666
          ],
          "net_revenue": [
            0.17020740000000004,
            0.2823382000000001,
            0.24292020000000003,
            0.23141899999999999,
            0.1447078,
            0.14408120000000002,
            0.28454280000000004
          ],
          "net_pap_revenue": [
            0.0000184,
            0.0025352,
            0.0033352,
            0.003192,
            0.0004208,
            0.0024792,
            0.0038768
          ],
          "net_saas_revenue": [
            0.17018900000000003,
            0.27980300000000013,
            0.23958500000000002,
            0.22822699999999999,
            0.144287,
            0.141602,
            0.280666
          ]
        },
        "Bermuda": {
          "metric": [
            5,
            9,
            6,
            8,
            10,
            6,
            7
          ],
          "gross_revenue": [
            0.005203,
            0.02694,
            0.008629,
            0.017965,
            0.022442,
            0.00827,
            0.02638
          ],
          "gross_pap_revenue": [
            0,
            0.000127,
            0,
            0.000382,
            0.001201,
            0.000061,
            0
          ],
          "gross_saas_revenue": [
            0.005203,
            0.026813,
            0.008629,
            0.017583,
            0.021241,
            0.008209,
            0.02638
          ],
          "net_revenue": [
            0.005203000000000001,
            0.0269146,
            0.008628999999999998,
            0.017888599999999998,
            0.0222018,
            0.0082578,
            0.026380000000000004
          ],
          "net_pap_revenue": [
            0,
            0.0001016,
            0,
            0.0003056,
            0.0009608,
            0.0000488,
            0
          ],
          "net_saas_revenue": [
            0.005203000000000001,
            0.026813,
            0.008628999999999998,
            0.017583,
            0.021240999999999996,
            0.008209,
            0.026380000000000004
          ]
        },
        "Sao Tome and Principe": {
          "metric": [
            1,
            null,
            1,
            null,
            null,
            null,
            2
          ],
          "gross_revenue": [
            0,
            null,
            0.004,
            null,
            null,
            null,
            0.003552
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            0.004,
            null,
            null,
            null,
            0.003552
          ],
          "net_revenue": [
            0,
            null,
            0.004,
            null,
            null,
            null,
            0.003552
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            0.004,
            null,
            null,
            null,
            0.003552
          ]
        },
        "Congo, Republic of the": {
          "metric": [
            1,
            2,
            1,
            4,
            2,
            5,
            5
          ],
          "gross_revenue": [
            0,
            0.003402,
            0,
            0.002808,
            0.001251,
            0,
            0.005285
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0.000251,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.003402,
            0,
            0.002808,
            0.001,
            0,
            0.005285
          ],
          "net_revenue": [
            0,
            0.003402,
            0,
            0.002808,
            0.0012008000000000001,
            0,
            0.005285
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0.0002008,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0.003402,
            0,
            0.002808,
            0.001,
            0,
            0.005285
          ]
        },
        "Kosovo": {
          "metric": [
            21,
            19,
            18,
            16,
            9,
            8,
            13
          ],
          "gross_revenue": [
            0.02586,
            0.011942,
            0.021328,
            0.036324,
            0.027401,
            0.011015,
            0.00414
          ],
          "gross_pap_revenue": [
            0,
            0.000136,
            0.000028,
            0.001772,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.02586,
            0.011806,
            0.0213,
            0.034552,
            0.027401,
            0.011015,
            0.00414
          ],
          "net_revenue": [
            0.02586,
            0.011914800000000001,
            0.021322399999999995,
            0.0359696,
            0.027401,
            0.011015,
            0.0041400000000000005
          ],
          "net_pap_revenue": [
            0,
            0.0001088,
            0.0000224,
            0.0014176,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.02586,
            0.011806,
            0.021299999999999996,
            0.034552,
            0.027401,
            0.011015,
            0.0041400000000000005
          ]
        },
        "Russian Federation": {
          "metric": [
            103,
            83,
            100,
            41,
            40,
            96,
            33
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0013
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0013
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0013
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0013
          ]
        },
        "Saudi Arabia": {
          "metric": [
            77,
            110,
            154,
            101,
            126,
            123,
            144
          ],
          "gross_revenue": [
            0.153239,
            0.259111,
            0.534776,
            0.18398,
            0.346779,
            0.370165,
            0.401866
          ],
          "gross_pap_revenue": [
            0.00579,
            0.002355,
            0.002943,
            0.009124,
            0.006856,
            0.008406,
            0.005511
          ],
          "gross_saas_revenue": [
            0.147449,
            0.256756,
            0.531833,
            0.174856,
            0.339923,
            0.361759,
            0.396355
          ],
          "net_revenue": [
            0.15208100000000002,
            0.2586399999999999,
            0.5341874000000001,
            0.18215520000000002,
            0.3454078,
            0.3684838,
            0.4007638000000001
          ],
          "net_pap_revenue": [
            0.004632,
            0.001884,
            0.0023544,
            0.0072992,
            0.0054848,
            0.0067248,
            0.0044088
          ],
          "net_saas_revenue": [
            0.14744900000000002,
            0.25675599999999993,
            0.5318330000000001,
            0.174856,
            0.339923,
            0.36175899999999994,
            0.39635500000000007
          ]
        },
        "Syrian Arab Republic": {
          "metric": [
            4,
            1,
            1,
            13,
            3,
            8,
            null
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ]
        },
        "Faroe Islands": {
          "metric": [
            4,
            5,
            1,
            7,
            2,
            1,
            1
          ],
          "gross_revenue": [
            0.003,
            0.006007,
            0.005455,
            0.008404,
            0.006403,
            0.007765,
            0.000403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000094,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.003,
            0.006007,
            0.005361,
            0.008404,
            0.006403,
            0.007765,
            0.000403
          ],
          "net_revenue": [
            0.003,
            0.006007000000000001,
            0.0054362,
            0.008404,
            0.006403,
            0.007765,
            0.000403
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000752,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.003,
            0.006007000000000001,
            0.0053609999999999994,
            0.008404,
            0.006403,
            0.007765,
            0.000403
          ]
        },
        "Macedonia, the Former Yugoslav Republic of": {
          "metric": [
            100,
            65,
            77,
            61,
            80,
            77,
            106
          ],
          "gross_revenue": [
            0.119653,
            0.094032,
            0.124762,
            0.08746,
            0.157953,
            0.115672,
            0.173254
          ],
          "gross_pap_revenue": [
            0.002466,
            0.000714,
            0.005838,
            0.000613,
            0.002372,
            0.008905,
            0.003998
          ],
          "gross_saas_revenue": [
            0.117187,
            0.093318,
            0.118924,
            0.086847,
            0.155581,
            0.106767,
            0.169256
          ],
          "net_revenue": [
            0.1191598,
            0.0938892,
            0.12359440000000001,
            0.08733740000000001,
            0.15747860000000002,
            0.11389100000000003,
            0.1724544
          ],
          "net_pap_revenue": [
            0.0019728,
            0.0005712,
            0.0046704,
            0.0004904,
            0.0018976,
            0.007124,
            0.0031984
          ],
          "net_saas_revenue": [
            0.117187,
            0.09331800000000001,
            0.11892399999999999,
            0.08684700000000001,
            0.15558100000000002,
            0.10676700000000001,
            0.16925600000000002
          ]
        },
        "United Arab Emirates": {
          "metric": [
            378,
            410,
            402,
            335,
            355,
            288,
            316
          ],
          "gross_revenue": [
            0.797953,
            1.183702,
            1.170626,
            1.44693,
            1.045259,
            1.306911,
            1.29191
          ],
          "gross_pap_revenue": [
            0.041818,
            0.061258,
            0.029184,
            0.224022,
            0.051605,
            0.088761,
            0.058049
          ],
          "gross_saas_revenue": [
            0.756135,
            1.122444,
            1.141442,
            1.222908,
            0.993654,
            1.21815,
            1.233861
          ],
          "net_revenue": [
            0.7895894000000002,
            1.1714504000000001,
            1.1647892,
            1.4021256000000004,
            1.0349380000000004,
            1.2891587999999996,
            1.2803001999999999
          ],
          "net_pap_revenue": [
            0.0334544,
            0.0490064,
            0.0233472,
            0.1792176,
            0.041284,
            0.0710088,
            0.0464392
          ],
          "net_saas_revenue": [
            0.7561350000000001,
            1.122444,
            1.1414419999999998,
            1.2229080000000003,
            0.9936540000000003,
            1.2181499999999998,
            1.2338609999999997
          ]
        },
        "Latvia": {
          "metric": [
            113,
            138,
            113,
            122,
            100,
            95,
            123
          ],
          "gross_revenue": [
            0.251388,
            0.21901,
            0.267989,
            0.243852,
            0.316629,
            0.299372,
            0.293968
          ],
          "gross_pap_revenue": [
            0.046152,
            0.001397,
            0.023425,
            0.00548,
            0.047473,
            0.015325,
            0.05199
          ],
          "gross_saas_revenue": [
            0.205236,
            0.217613,
            0.244564,
            0.238372,
            0.269156,
            0.284047,
            0.241978
          ],
          "net_revenue": [
            0.24215760000000006,
            0.2187306,
            0.2633040000000001,
            0.24275600000000003,
            0.30713440000000003,
            0.29630700000000015,
            0.28357
          ],
          "net_pap_revenue": [
            0.0369216,
            0.0011176,
            0.01874,
            0.004384,
            0.0379784,
            0.01226,
            0.041592
          ],
          "net_saas_revenue": [
            0.20523600000000003,
            0.217613,
            0.24456400000000003,
            0.23837199999999997,
            0.269156,
            0.28404700000000016,
            0.241978
          ]
        },
        "Sweden": {
          "metric": [
            1016,
            1084,
            1001,
            947,
            794,
            724,
            1112
          ],
          "gross_revenue": [
            2.449505,
            2.443749,
            2.441993,
            2.134077,
            2.054661,
            1.783831,
            2.889867
          ],
          "gross_pap_revenue": [
            0.139056,
            0.077059,
            0.141404,
            0.142514,
            0.214503,
            0.089052,
            0.272318
          ],
          "gross_saas_revenue": [
            2.310449,
            2.36669,
            2.300589,
            1.991563,
            1.840158,
            1.694779,
            2.617549
          ],
          "net_revenue": [
            2.421693800000001,
            2.428337200000001,
            2.413712199999999,
            2.1055742,
            2.0117604,
            1.7660205999999998,
            2.8354034000000006
          ],
          "net_pap_revenue": [
            0.1112448,
            0.0616472,
            0.1131232,
            0.1140112,
            0.1716024,
            0.0712416,
            0.2178544
          ],
          "net_saas_revenue": [
            2.3104490000000006,
            2.3666900000000006,
            2.3005889999999996,
            1.9915629999999998,
            1.840158,
            1.6947789999999998,
            2.6175490000000003
          ]
        },
        "Taiwan, Province of China": {
          "metric": [
            131,
            161,
            235,
            162,
            118,
            85,
            236
          ],
          "gross_revenue": [
            0.156783,
            0.236308,
            0.338771,
            0.21161,
            0.172285,
            0.086016,
            0.328647
          ],
          "gross_pap_revenue": [
            0.001376,
            0.004243,
            0.014888,
            0.000298,
            0.002597,
            0.001086,
            0.009516
          ],
          "gross_saas_revenue": [
            0.155407,
            0.232065,
            0.323883,
            0.211312,
            0.169688,
            0.08493,
            0.319131
          ],
          "net_revenue": [
            0.1565078,
            0.23545940000000007,
            0.33579339999999996,
            0.21155039999999997,
            0.1717656,
            0.08579879999999998,
            0.3267438000000001
          ],
          "net_pap_revenue": [
            0.0011008,
            0.0033944,
            0.0119104,
            0.0002384,
            0.0020776,
            0.0008688,
            0.0076128
          ],
          "net_saas_revenue": [
            0.155407,
            0.23206500000000002,
            0.323883,
            0.211312,
            0.169688,
            0.08492999999999999,
            0.31913100000000005
          ]
        },
        "New Zealand": {
          "metric": [
            857,
            1018,
            841,
            931,
            751,
            955,
            1033
          ],
          "gross_revenue": [
            2.498364,
            3.503334,
            2.657557,
            2.791217,
            2.590027,
            3.348322,
            3.198915
          ],
          "gross_pap_revenue": [
            0.0674,
            0.080405,
            0.041266,
            0.069059,
            0.050766,
            0.092659,
            0.089995
          ],
          "gross_saas_revenue": [
            2.430964,
            3.422929,
            2.616291,
            2.722158,
            2.539261,
            3.255663,
            3.10892
          ],
          "net_revenue": [
            2.4848839999999996,
            3.487253,
            2.6493038,
            2.7774051999999996,
            2.5798738,
            3.3297902,
            3.180916
          ],
          "net_pap_revenue": [
            0.05392,
            0.064324,
            0.0330128,
            0.0552472,
            0.0406128,
            0.0741272,
            0.071996
          ],
          "net_saas_revenue": [
            2.4309639999999995,
            3.4229290000000008,
            2.6162910000000004,
            2.722158,
            2.5392609999999998,
            3.255663,
            3.10892
          ]
        },
        "Bahamas": {
          "metric": [
            7,
            1,
            7,
            11,
            7,
            10,
            10
          ],
          "gross_revenue": [
            0.013661,
            0.003402,
            0.004615,
            0.030378,
            0.014806,
            0.050489,
            0.016824
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.000078,
            0
          ],
          "gross_saas_revenue": [
            0.013661,
            0.003402,
            0.004615,
            0.030378,
            0.014806,
            0.050411,
            0.016824
          ],
          "net_revenue": [
            0.013661000000000001,
            0.003402,
            0.004615,
            0.030378000000000006,
            0.014806000000000001,
            0.0504734,
            0.016824000000000002
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.0000624,
            0
          ],
          "net_saas_revenue": [
            0.013661000000000001,
            0.003402,
            0.004615,
            0.030378000000000006,
            0.014806000000000001,
            0.050411000000000004,
            0.016824000000000002
          ]
        },
        "Ghana": {
          "metric": [
            31,
            24,
            46,
            54,
            67,
            44,
            62
          ],
          "gross_revenue": [
            0.039324,
            0.03185,
            0.082473,
            0.04703,
            0.167085,
            0.069809,
            0.073992
          ],
          "gross_pap_revenue": [
            0.002367,
            0.000097,
            0.001424,
            0.001205,
            0.042352,
            0.012253,
            0.003501
          ],
          "gross_saas_revenue": [
            0.036957,
            0.031753,
            0.081049,
            0.045825,
            0.124733,
            0.057556,
            0.070491
          ],
          "net_revenue": [
            0.0388506,
            0.0318306,
            0.08218820000000002,
            0.046789000000000004,
            0.15861460000000002,
            0.0673584,
            0.0732918
          ],
          "net_pap_revenue": [
            0.0018936,
            0.0000776,
            0.0011392,
            0.000964,
            0.0338816,
            0.0098024,
            0.0028008
          ],
          "net_saas_revenue": [
            0.036957,
            0.031752999999999997,
            0.08104900000000002,
            0.045825000000000005,
            0.124733,
            0.057556,
            0.070491
          ]
        },
        "Algeria": {
          "metric": [
            14,
            16,
            15,
            15,
            9,
            13,
            22
          ],
          "gross_revenue": [
            0.003,
            0.028,
            0.006,
            0.025,
            0.012,
            0.026501,
            0.020364
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.003,
            0.028,
            0.006,
            0.025,
            0.012,
            0.026501,
            0.020364
          ],
          "net_revenue": [
            0.003,
            0.027999999999999997,
            0.006,
            0.024999999999999998,
            0.012,
            0.026500999999999997,
            0.020364
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.003,
            0.027999999999999997,
            0.006,
            0.024999999999999998,
            0.012,
            0.026500999999999997,
            0.020364
          ]
        },
        "Montenegro": {
          "metric": [
            21,
            20,
            21,
            28,
            34,
            25,
            28
          ],
          "gross_revenue": [
            0.034739,
            0.043364,
            0.03946,
            0.062618,
            0.055431,
            0.069472,
            0.035756
          ],
          "gross_pap_revenue": [
            0.000126,
            0.000575,
            0.000127,
            0.000028,
            0.00303,
            0.012764,
            0.000049
          ],
          "gross_saas_revenue": [
            0.034613,
            0.042789,
            0.039333,
            0.06259,
            0.052401,
            0.056708,
            0.035707
          ],
          "net_revenue": [
            0.034713799999999996,
            0.04324899999999999,
            0.0394346,
            0.06261240000000001,
            0.05482500000000001,
            0.06691919999999998,
            0.03574619999999999
          ],
          "net_pap_revenue": [
            0.0001008,
            0.00046,
            0.0001016,
            0.0000224,
            0.002424,
            0.0102112,
            0.0000392
          ],
          "net_saas_revenue": [
            0.034613,
            0.042789,
            0.03933299999999999,
            0.06259,
            0.052401,
            0.056707999999999995,
            0.035706999999999996
          ]
        },
        "Honduras": {
          "metric": [
            2,
            1,
            1,
            1,
            1,
            4,
            null
          ],
          "gross_revenue": [
            0.001461,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_pap_revenue": [
            0.00006,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.001401,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_revenue": [
            0.0014490000000000002,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_pap_revenue": [
            0.000048,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0.001401,
            0,
            0,
            0,
            0,
            0,
            null
          ]
        },
        "Western Sahara": {
          "metric": [
            null,
            1,
            null,
            1,
            null,
            null,
            16
          ],
          "gross_revenue": [
            null,
            0.001,
            null,
            0,
            null,
            null,
            0
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            0,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.001,
            null,
            0,
            null,
            null,
            0
          ],
          "net_revenue": [
            null,
            0.001,
            null,
            0,
            null,
            null,
            0
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            0,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            0.001,
            null,
            0,
            null,
            null,
            0
          ]
        },
        "Kiribati": {
          "metric": [
            null,
            1,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Saint Vincent and the Grenadines": {
          "metric": [
            null,
            1,
            null,
            1,
            1,
            2,
            4
          ],
          "gross_revenue": [
            null,
            0,
            null,
            0,
            0.000403,
            0.017602,
            0.006403
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            0,
            0,
            0.003298,
            0
          ],
          "gross_saas_revenue": [
            null,
            0,
            null,
            0,
            0.000403,
            0.014304,
            0.006403
          ],
          "net_revenue": [
            null,
            0,
            null,
            0,
            0.000403,
            0.0169424,
            0.006403000000000001
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            0,
            0,
            0.0026384,
            0
          ],
          "net_saas_revenue": [
            null,
            0,
            null,
            0,
            0.000403,
            0.014304000000000002,
            0.006403000000000001
          ]
        },
        "Guinea-Bissau": {
          "metric": [
            null,
            1,
            1,
            1,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ]
        },
        "Somalia": {
          "metric": [
            null,
            1,
            null,
            1,
            7,
            null,
            6
          ],
          "gross_revenue": [
            null,
            0.0014,
            null,
            0.003404,
            0.000403,
            null,
            0
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.0014,
            null,
            0.003404,
            0.000403,
            null,
            0
          ],
          "net_revenue": [
            null,
            0.0014,
            null,
            0.003404,
            0.000403,
            null,
            0
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            0.0014,
            null,
            0.003404,
            0.000403,
            null,
            0
          ]
        },
        "Micronesia, Federated States of": {
          "metric": [
            null,
            4,
            2,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0.000807,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0.000807,
            0,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0.000807,
            0,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0.000807,
            0,
            null,
            null,
            null,
            null
          ]
        },
        "Bolivia": {
          "metric": [
            null,
            11,
            4,
            6,
            7,
            null,
            5
          ],
          "gross_revenue": [
            null,
            0.019018,
            0.015599,
            0.001,
            0.002024,
            null,
            0.009633
          ],
          "gross_pap_revenue": [
            null,
            0.000018,
            0,
            0,
            0.000024,
            null,
            0.000042
          ],
          "gross_saas_revenue": [
            null,
            0.019,
            0.015599,
            0.001,
            0.002,
            null,
            0.009591
          ],
          "net_revenue": [
            null,
            0.0190144,
            0.015599000000000002,
            0.001,
            0.0020192,
            null,
            0.009624599999999999
          ],
          "net_pap_revenue": [
            null,
            0.0000144,
            0,
            0,
            0.0000192,
            null,
            0.0000336
          ],
          "net_saas_revenue": [
            null,
            0.019000000000000003,
            0.015599000000000002,
            0.001,
            0.002,
            null,
            0.009590999999999999
          ]
        },
        "Sint Maarten (Dutch part)": {
          "metric": [
            null,
            3,
            null,
            3,
            null,
            1,
            null
          ],
          "gross_revenue": [
            null,
            0.022205,
            null,
            0.00041,
            null,
            0.003,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            0,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            0.022205,
            null,
            0.00041,
            null,
            0.003,
            null
          ],
          "net_revenue": [
            null,
            0.022205,
            null,
            0.00041,
            null,
            0.003,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            0,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            0.022205,
            null,
            0.00041,
            null,
            0.003,
            null
          ]
        },
        "Papua New Guinea": {
          "metric": [
            null,
            1,
            1,
            null,
            5,
            1,
            1
          ],
          "gross_revenue": [
            null,
            0.003934,
            0,
            null,
            0.006805,
            0.000403,
            0
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.003934,
            0,
            null,
            0.006805,
            0.000403,
            0
          ],
          "net_revenue": [
            null,
            0.003934,
            0,
            null,
            0.006805,
            0.000403,
            0
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            0.003934,
            0,
            null,
            0.006805,
            0.000403,
            0
          ]
        },
        "Central African Republic": {
          "metric": [
            null,
            1,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0.0004,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0.0004,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0.0004,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0.0004,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Seychelles": {
          "metric": [
            null,
            2,
            13,
            17,
            5,
            null,
            5
          ],
          "gross_revenue": [
            null,
            0.002,
            0.010101,
            0.009146,
            0.006802,
            null,
            0.011159
          ],
          "gross_pap_revenue": [
            null,
            0,
            0.000225,
            0.000035,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.002,
            0.009876,
            0.009111,
            0.006802,
            null,
            0.011159
          ],
          "net_revenue": [
            null,
            0.002,
            0.010056,
            0.009139000000000001,
            0.006802,
            null,
            0.011159
          ],
          "net_pap_revenue": [
            null,
            0,
            0.00018,
            0.000028,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            0.002,
            0.009876,
            0.009111000000000001,
            0.006802,
            null,
            0.011159
          ]
        },
        "French Polynesia": {
          "metric": [
            null,
            1,
            1,
            null,
            null,
            1,
            5
          ],
          "gross_revenue": [
            null,
            0.003,
            0.001808,
            null,
            null,
            0,
            0.006458
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            null,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.003,
            0.001808,
            null,
            null,
            0,
            0.006458
          ],
          "net_revenue": [
            null,
            0.003,
            0.0018080000000000001,
            null,
            null,
            0,
            0.006458
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            null,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            0.003,
            0.0018080000000000001,
            null,
            null,
            0,
            0.006458
          ]
        },
        "Comoros": {
          "metric": [
            null,
            1,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0.000643,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0.000643,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0.000643,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0.000643,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Sudan": {
          "metric": [
            null,
            null,
            1,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ]
        },
        "Djibouti": {
          "metric": [
            null,
            null,
            27,
            null,
            null,
            null,
            11
          ],
          "gross_revenue": [
            null,
            null,
            0.038084,
            null,
            null,
            null,
            0.02
          ],
          "gross_pap_revenue": [
            null,
            null,
            0.000084,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.038,
            null,
            null,
            null,
            0.02
          ],
          "net_revenue": [
            null,
            null,
            0.0380672,
            null,
            null,
            null,
            0.02
          ],
          "net_pap_revenue": [
            null,
            null,
            0.0000672,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            0.038000000000000006,
            null,
            null,
            null,
            0.02
          ]
        },
        "Falkland Islands (Malvinas)": {
          "metric": [
            null,
            null,
            1,
            null,
            1,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            0.003404,
            null,
            0.003,
            null,
            0.003
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.003404,
            null,
            0.003,
            null,
            0.003
          ],
          "net_revenue": [
            null,
            null,
            0.003404,
            null,
            0.003,
            null,
            0.003
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            0.003404,
            null,
            0.003,
            null,
            0.003
          ]
        },
        "Mauritania": {
          "metric": [
            null,
            null,
            3,
            3,
            1,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            0.000511,
            0,
            0,
            null,
            0
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.000511,
            0,
            0,
            null,
            0
          ],
          "net_revenue": [
            null,
            null,
            0.000511,
            0,
            0,
            null,
            0
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            0.000511,
            0,
            0,
            null,
            0
          ]
        },
        "French Guiana": {
          "metric": [
            null,
            null,
            1,
            null,
            1,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ]
        },
        "Liberia": {
          "metric": [
            null,
            null,
            1,
            1,
            null,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            0,
            0.003404,
            null,
            null,
            0.003
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            0,
            0.003404,
            null,
            null,
            0.003
          ],
          "net_revenue": [
            null,
            null,
            0,
            0.003404,
            null,
            null,
            0.003
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            0,
            0.003404,
            null,
            null,
            0.003
          ]
        },
        "Haiti": {
          "metric": [
            null,
            null,
            1,
            null,
            2,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0,
            null,
            0.001104,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            0.000104,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0,
            null,
            0.001,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            0,
            null,
            0.0010831999999999999,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            0.0000832,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0,
            null,
            0.001,
            null,
            null
          ]
        },
        "American Samoa": {
          "metric": [
            null,
            null,
            1,
            0,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0.007155,
            0.000453,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.007155,
            0.000453,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            0.007155,
            0.000453,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0.007155,
            0.000453,
            null,
            null,
            null
          ]
        },
        "Montserrat": {
          "metric": [
            null,
            null,
            3,
            1,
            null,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0.006243,
            0,
            null,
            0,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.006243,
            0,
            null,
            0,
            null
          ],
          "net_revenue": [
            null,
            null,
            0.006242999999999999,
            0,
            null,
            0,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0.006242999999999999,
            0,
            null,
            0,
            null
          ]
        },
        "New Caledonia": {
          "metric": [
            null,
            null,
            2,
            2,
            1,
            2,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0.003125,
            0.004218,
            0.00105,
            0.001403,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0.000322,
            0.000218,
            0.00005,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.002803,
            0.004,
            0.001,
            0.001403,
            null
          ],
          "net_revenue": [
            null,
            null,
            0.0030606,
            0.0041744,
            0.0010400000000000001,
            0.001403,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0.0002576,
            0.0001744,
            0.00004,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0.002803,
            0.004,
            0.001,
            0.001403,
            null
          ]
        },
        "Saint Martin (French part)": {
          "metric": [
            null,
            null,
            1,
            null,
            null,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            0.007633,
            null,
            null,
            null,
            0.010017
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            0.000098
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.007633,
            null,
            null,
            null,
            0.009919
          ],
          "net_revenue": [
            null,
            null,
            0.007633,
            null,
            null,
            null,
            0.009997400000000002
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            0.0000784
          ],
          "net_saas_revenue": [
            null,
            null,
            0.007633,
            null,
            null,
            null,
            0.009919
          ]
        },
        "Equatorial Guinea": {
          "metric": [
            null,
            null,
            null,
            1,
            8,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            0.007162,
            0.011594,
            null,
            0.000464
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            0.007162,
            0.011594,
            null,
            0.000464
          ],
          "net_revenue": [
            null,
            null,
            null,
            0.007162,
            0.011594,
            null,
            0.000464
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            0.007162,
            0.011594,
            null,
            0.000464
          ]
        },
        "Mali": {
          "metric": [
            null,
            null,
            null,
            1,
            1,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            0,
            0,
            0.005754,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            0,
            0,
            0.005754,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            0,
            0,
            0.0057540000000000004,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            0,
            0,
            0.0057540000000000004,
            null
          ]
        },
        "Marshall Islands": {
          "metric": [
            null,
            null,
            null,
            1,
            null,
            1,
            4
          ],
          "gross_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0.002012
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0.002012
          ],
          "net_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0.002012
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0.002012
          ]
        },
        "Anguilla": {
          "metric": [
            null,
            null,
            null,
            3,
            2,
            2,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            0.000404,
            0.003403,
            0.006,
            0.000409
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            0.000404,
            0.003403,
            0.006,
            0.000409
          ],
          "net_revenue": [
            null,
            null,
            null,
            0.000404,
            0.003403,
            0.006,
            0.000409
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            0.000404,
            0.003403,
            0.006,
            0.000409
          ]
        },
        "Saint Pierre and Miquelon": {
          "metric": [
            null,
            null,
            null,
            null,
            1,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            null,
            null
          ]
        },
        "Dominica": {
          "metric": [
            null,
            null,
            null,
            null,
            2,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.003705,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.003705,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.003705,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.003705,
            null,
            null
          ]
        },
        "South Sudan": {
          "metric": [
            null,
            null,
            null,
            null,
            1,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.00048,
            0,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.00048,
            0,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.00048,
            0,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.00048,
            0,
            null
          ]
        },
        "Vanuatu": {
          "metric": [
            null,
            null,
            null,
            null,
            2,
            3,
            2
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.001036,
            0.003487,
            0.002106
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0.000036,
            0,
            0.000106
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            0.003487,
            0.002
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.0010288,
            0.003487,
            0.0020848
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0.0000288,
            0,
            0.0000848
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            0.003487,
            0.002
          ]
        },
        "Tonga": {
          "metric": [
            null,
            null,
            null,
            null,
            4,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.01369,
            0.003,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.01369,
            0.003,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.01369,
            0.003,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.01369,
            0.003,
            null
          ]
        },
        "Solomon Islands": {
          "metric": [
            null,
            null,
            null,
            null,
            1,
            5,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.003,
            0.003403,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.003,
            0.003403,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.003,
            0.003403,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.003,
            0.003403,
            null
          ]
        },
        "Saint Helena": {
          "metric": [
            null,
            null,
            null,
            null,
            1,
            7,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.004459,
            0.004761,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.004459,
            0.004761,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.004459,
            0.0047610000000000005,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.004459,
            0.0047610000000000005,
            null
          ]
        },
        "Samoa": {
          "metric": [
            null,
            null,
            null,
            null,
            3,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.002681,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.000266,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.002415,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.0026278000000000004,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.0002128,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.002415,
            null
          ]
        },
        "Saint Barthelemy": {
          "metric": [
            null,
            null,
            null,
            null,
            null,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.000873,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.000873,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.000873,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.000873,
            null
          ]
        },
        "Benin": {
          "metric": [
            null,
            null,
            null,
            null,
            null,
            4,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.005541,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.005541,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.005541,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.005541,
            null
          ]
        },
        "Burundi": {
          "metric": [
            null,
            null,
            null,
            null,
            null,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ]
        },
        "Congo, Democratic Republic of the": {
          "metric": [
            null,
            null,
            null,
            null,
            null,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0.00053
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0.00053
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0.00053
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0.00053
          ]
        }
      }
    }
  },
  "success": true
}

GET

report

insight

revenue-analytics

metric

/report/insight/revenue-analytics/metric

curl --request GET \
  --url https://api.tagdeliver.com/v1/report/insight/revenue-analytics/metric \
  --header 'Authorization: Bearer <token>'

{
  "results": {
    "currency": "GBP",
    "dates": [
      "2025-11-18",
      "2025-11-19",
      "2025-11-20",
      "2025-11-21",
      "2025-11-22",
      "2025-11-23",
      "2025-11-24"
    ],
    "dates_data": {
      "metric": [
        184535,
        164184,
        161322,
        179642,
        149858,
        120586,
        172457
      ],
      "gross_revenue": [
        6359.95441,
        6081.900432,
        5509.869959,
        5224.176661,
        4536.930384,
        3914.770012,
        6339.721715
      ],
      "gross_pap_revenue": [
        23.416246,
        22.12348,
        20.004762,
        28.312267,
        30.604367,
        23.094557,
        22.155095
      ],
      "gross_saas_revenue": [
        6336.538164,
        6059.776952,
        5489.865197,
        5195.864394,
        4506.326017,
        3891.675455,
        6317.56662
      ],
      "net_revenue": [
        6355.271160799999,
        6077.475736,
        5505.8690066,
        5218.514207600001,
        4530.8095106,
        3910.1511006,
        6335.290696000001
      ],
      "net_pap_revenue": [
        18.7329968,
        17.698784,
        16.0038096,
        22.6498136,
        24.4834936,
        18.4756456,
        17.724076
      ],
      "net_saas_revenue": [
        6336.538164,
        6059.776952000001,
        5489.865197,
        5195.864394,
        4506.326016999999,
        3891.6754549999996,
        6317.56662
      ]
    },
    "dimension": {
      "device": {
        "tablet": {
          "metric": [
            9425,
            7683,
            7786,
            9327,
            9657,
            6981,
            7939
          ],
          "gross_revenue": [
            205.226481,
            155.464831,
            139.850926,
            182.262366,
            198.240994,
            148.898165,
            386.588779
          ],
          "gross_pap_revenue": [
            2.816972,
            2.681625,
            2.43147,
            2.860351,
            4.492052,
            3.168109,
            2.128673
          ],
          "gross_saas_revenue": [
            202.409509,
            152.783206,
            137.419456,
            179.402015,
            193.748942,
            145.730056,
            384.460106
          ],
          "net_revenue": [
            204.66308659999996,
            154.92850599999997,
            139.36463199999997,
            181.69029580000003,
            197.34258359999998,
            148.2645432,
            386.16304440000016
          ],
          "net_pap_revenue": [
            2.2535776,
            2.1453,
            1.945176,
            2.2882808,
            3.5936416,
            2.5344872,
            1.7029384
          ],
          "net_saas_revenue": [
            202.40950899999996,
            152.783206,
            137.419456,
            179.40201500000003,
            193.748942,
            145.73005599999996,
            384.46010600000005
          ]
        },
        "mobile": {
          "metric": [
            114092,
            97054,
            97252,
            114469,
            106084,
            83665,
            102842
          ],
          "gross_revenue": [
            2855.237983,
            2740.238911,
            2480.062336,
            2512.193803,
            2587.895436,
            2218.106534,
            2104.989392
          ],
          "gross_pap_revenue": [
            13.321447,
            12.801519,
            11.008162,
            18.85888,
            19.354359,
            14.744846,
            10.458073
          ],
          "gross_saas_revenue": [
            2841.916536,
            2727.437392,
            2469.054174,
            2493.334923,
            2568.541077,
            2203.361688,
            2094.531319
          ],
          "net_revenue": [
            2852.573693600001,
            2737.678607199999,
            2477.8607036000003,
            2508.422026999999,
            2584.0245642000004,
            2215.1575647999994,
            2102.897777400001
          ],
          "net_pap_revenue": [
            10.6571576,
            10.2412152,
            8.8065296,
            15.087104,
            15.4834872,
            11.7958768,
            8.3664584
          ],
          "net_saas_revenue": [
            2841.9165360000006,
            2727.4373919999994,
            2469.0541740000003,
            2493.334923,
            2568.5410769999994,
            2203.361687999999,
            2094.531319
          ]
        },
        "desktop": {
          "metric": [
            61014,
            59443,
            56273,
            55831,
            34108,
            29932,
            61673
          ],
          "gross_revenue": [
            3298.618427,
            3186.085151,
            2889.419742,
            2529.506852,
            1750.371553,
            1547.677199,
            3847.734353
          ],
          "gross_pap_revenue": [
            7.277602,
            6.638901,
            6.562614,
            6.591564,
            6.755589,
            5.180592,
            9.565993
          ],
          "gross_saas_revenue": [
            3291.340825,
            3179.44625,
            2882.857128,
            2522.915288,
            1743.615964,
            1542.496607,
            3838.16836
          ],
          "net_revenue": [
            3297.1629065999996,
            3184.7573707999986,
            2888.1072192000006,
            2528.1885392,
            1749.0204352,
            1546.6410806000001,
            3845.8211544000005
          ],
          "net_pap_revenue": [
            5.8220816,
            5.3111208,
            5.2500912,
            5.2732512,
            5.4044712,
            4.1444736,
            7.6527944
          ],
          "net_saas_revenue": [
            3291.3408249999993,
            3179.4462499999986,
            2882.8571280000006,
            2522.915288,
            1743.615964,
            1542.496607,
            3838.1683599999997
          ]
        },
        "smart tv": {
          "metric": [
            4,
            4,
            11,
            15,
            9,
            8,
            3
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        }
      },
      "browser": {
        "Amazon Silk": {
          "metric": [
            150,
            116,
            100,
            153,
            182,
            155,
            145
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Safari": {
          "metric": [
            57528,
            55669,
            52026,
            56450,
            53744,
            44713,
            57383
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "(not set)": {
          "metric": [
            15,
            14,
            16,
            19,
            29,
            24,
            16
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Whale Browser": {
          "metric": [
            10,
            null,
            6,
            10,
            4,
            4,
            9
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Vivaldi": {
          "metric": [
            2,
            3,
            1,
            1,
            1,
            1,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "DuckDuckGo Browser": {
          "metric": [
            1,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "YaBrowser": {
          "metric": [
            19,
            55,
            34,
            13,
            18,
            6,
            44
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Meta Quest Browser": {
          "metric": [
            3,
            8,
            2,
            3,
            6,
            null,
            5
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            0
          ]
        },
        "Safari (in-app)": {
          "metric": [
            1795,
            3266,
            2502,
            4320,
            2820,
            1843,
            3118
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Chrome": {
          "metric": [
            103101,
            84393,
            87735,
            98137,
            81128,
            63960,
            90999
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Mozilla Compatible Agent": {
          "metric": [
            48,
            48,
            82,
            42,
            113,
            73,
            37
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Android Webview": {
          "metric": [
            1210,
            1059,
            878,
            2245,
            1093,
            812,
            1676
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Aloha Browser": {
          "metric": [
            5,
            7,
            9,
            10,
            8,
            2,
            9
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Seznam": {
          "metric": [
            1,
            3,
            4,
            2,
            1,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ]
        },
        "Samsung Internet": {
          "metric": [
            4773,
            4134,
            4145,
            4556,
            4153,
            3259,
            3829
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Opera": {
          "metric": [
            731,
            735,
            571,
            654,
            475,
            555,
            516
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Iron": {
          "metric": [
            2,
            null,
            null,
            null,
            null,
            3,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ]
        },
        "Firefox": {
          "metric": [
            3439,
            3010,
            2654,
            3232,
            2105,
            1653,
            3059
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Edge": {
          "metric": [
            11701,
            11661,
            10553,
            9793,
            3974,
            3515,
            11608
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Internet Explorer": {
          "metric": [
            1,
            null,
            1,
            null,
            null,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            0,
            null,
            null,
            0,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            0,
            null,
            null,
            0,
            null
          ]
        },
        "UC Browser": {
          "metric": [
            null,
            1,
            null,
            null,
            1,
            4,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            0,
            null,
            null,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            0,
            null,
            null,
            0,
            0,
            0
          ]
        },
        "Android Browser": {
          "metric": [
            null,
            2,
            3,
            2,
            3,
            3,
            2
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        }
      },
      "country": {
        "Togo": {
          "metric": [
            1,
            1,
            null,
            3,
            2,
            null,
            3
          ],
          "gross_revenue": [
            0,
            0.003871,
            null,
            0.004,
            0.000401,
            null,
            0.002023
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            0.000023
          ],
          "gross_saas_revenue": [
            0,
            0.003871,
            null,
            0.004,
            0.000401,
            null,
            0.002
          ],
          "net_revenue": [
            0,
            0.003871,
            null,
            0.004,
            0.000401,
            null,
            0.0020184
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            0.0000184
          ],
          "net_saas_revenue": [
            0,
            0.003871,
            null,
            0.004,
            0.000401,
            null,
            0.002
          ]
        },
        "Italy": {
          "metric": [
            1314,
            1076,
            1182,
            1292,
            974,
            808,
            1302
          ],
          "gross_revenue": [
            2.298013,
            2.236295,
            2.151728,
            1.905041,
            1.701679,
            1.532603,
            2.525653
          ],
          "gross_pap_revenue": [
            0.175976,
            0.322027,
            0.328683,
            0.088979,
            0.06958,
            0.046103,
            0.134155
          ],
          "gross_saas_revenue": [
            2.122037,
            1.914268,
            1.823045,
            1.816062,
            1.632099,
            1.4865,
            2.391498
          ],
          "net_revenue": [
            2.262817799999999,
            2.1718896,
            2.0859914000000006,
            1.8872452000000006,
            1.6877629999999992,
            1.5233824,
            2.498822
          ],
          "net_pap_revenue": [
            0.1407808,
            0.2576216,
            0.2629464,
            0.0711832,
            0.055664,
            0.0368824,
            0.107324
          ],
          "net_saas_revenue": [
            2.1220369999999997,
            1.9142679999999994,
            1.8230449999999996,
            1.816062,
            1.6320989999999997,
            1.4865000000000002,
            2.391498
          ]
        },
        "Saint Kitts and Nevis": {
          "metric": [
            3,
            null,
            null,
            null,
            null,
            1,
            null
          ],
          "gross_revenue": [
            0.000802,
            null,
            null,
            null,
            null,
            0.003804,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.000802,
            null,
            null,
            null,
            null,
            0.003804,
            null
          ],
          "net_revenue": [
            0.000802,
            null,
            null,
            null,
            null,
            0.003804,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            0.000802,
            null,
            null,
            null,
            null,
            0.003804,
            null
          ]
        },
        "Aruba": {
          "metric": [
            3,
            4,
            1,
            7,
            null,
            null,
            2
          ],
          "gross_revenue": [
            0,
            0.003402,
            0,
            0.000404,
            null,
            null,
            0.006403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.003402,
            0,
            0.000404,
            null,
            null,
            0.006403
          ],
          "net_revenue": [
            0,
            0.003402,
            0,
            0.000404,
            null,
            null,
            0.006403000000000001
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            0,
            0.003402,
            0,
            0.000404,
            null,
            null,
            0.006403000000000001
          ]
        },
        "Turkey": {
          "metric": [
            522,
            482,
            558,
            466,
            519,
            461,
            572
          ],
          "gross_revenue": [
            0.681708,
            0.728288,
            0.978732,
            0.659923,
            0.586961,
            0.859528,
            1.078681
          ],
          "gross_pap_revenue": [
            0.007181,
            0.008259,
            0.014093,
            0.008132,
            0.003003,
            0.009236,
            0.009809
          ],
          "gross_saas_revenue": [
            0.674527,
            0.720029,
            0.964639,
            0.651791,
            0.583958,
            0.850292,
            1.068872
          ],
          "net_revenue": [
            0.6802718,
            0.7266362,
            0.9759134000000002,
            0.6582966,
            0.5863604000000002,
            0.8576808,
            1.0767192
          ],
          "net_pap_revenue": [
            0.0057448,
            0.0066072,
            0.0112744,
            0.0065056,
            0.0024024,
            0.0073888,
            0.0078472
          ],
          "net_saas_revenue": [
            0.6745269999999999,
            0.720029,
            0.9646389999999998,
            0.6517910000000001,
            0.5839580000000002,
            0.850292,
            1.0688720000000003
          ]
        },
        "India": {
          "metric": [
            1507,
            1465,
            1306,
            1294,
            1058,
            1121,
            1637
          ],
          "gross_revenue": [
            1.743112,
            1.416198,
            1.557239,
            1.303297,
            1.049986,
            1.191961,
            2.109331
          ],
          "gross_pap_revenue": [
            0.009095,
            0.007956,
            0.007053,
            0.006811,
            0.011645,
            0.007639,
            0.013636
          ],
          "gross_saas_revenue": [
            1.734017,
            1.408242,
            1.550186,
            1.296486,
            1.038341,
            1.184322,
            2.095695
          ],
          "net_revenue": [
            1.741293,
            1.4146068,
            1.5558283999999998,
            1.3019348000000004,
            1.047657,
            1.1904332000000006,
            2.1066038000000002
          ],
          "net_pap_revenue": [
            0.007276,
            0.0063648,
            0.0056424,
            0.0054488,
            0.009316,
            0.0061112,
            0.0109088
          ],
          "net_saas_revenue": [
            1.734017,
            1.408242,
            1.5501859999999998,
            1.2964860000000002,
            1.038341,
            1.1843220000000003,
            2.095695
          ]
        },
        "Senegal": {
          "metric": [
            6,
            1,
            1,
            1,
            3,
            2,
            1
          ],
          "gross_revenue": [
            0.011188,
            0,
            0,
            0,
            0.008612,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.011188,
            0,
            0,
            0,
            0.008612,
            0,
            0
          ],
          "net_revenue": [
            0.011188,
            0,
            0,
            0,
            0.008612,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.011188,
            0,
            0,
            0,
            0.008612,
            0,
            0
          ]
        },
        "El Salvador": {
          "metric": [
            2,
            3,
            1,
            8,
            null,
            2,
            2
          ],
          "gross_revenue": [
            0.001438,
            0.008402,
            0.001,
            0.070494,
            null,
            0,
            0.002398
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.001438,
            0.008402,
            0.001,
            0.070494,
            null,
            0,
            0.002398
          ],
          "net_revenue": [
            0.001438,
            0.008402,
            0.001,
            0.070494,
            null,
            0,
            0.002398
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.001438,
            0.008402,
            0.001,
            0.070494,
            null,
            0,
            0.002398
          ]
        },
        "Trinidad and Tobago": {
          "metric": [
            15,
            25,
            32,
            40,
            26,
            19,
            54
          ],
          "gross_revenue": [
            0.026848,
            0.061067,
            0.113588,
            0.083048,
            0.064097,
            0.018069,
            0.095557
          ],
          "gross_pap_revenue": [
            0.000036,
            0.000036,
            0.00043,
            0.000158,
            0.000167,
            0,
            0.000203
          ],
          "gross_saas_revenue": [
            0.026812,
            0.061031,
            0.113158,
            0.08289,
            0.06393,
            0.018069,
            0.095354
          ],
          "net_revenue": [
            0.026840799999999998,
            0.06105980000000001,
            0.113502,
            0.0830164,
            0.0640636,
            0.018069,
            0.0955164
          ],
          "net_pap_revenue": [
            0.0000288,
            0.0000288,
            0.000344,
            0.0001264,
            0.0001336,
            0,
            0.0001624
          ],
          "net_saas_revenue": [
            0.026811999999999996,
            0.061031,
            0.11315800000000001,
            0.08289,
            0.06392999999999999,
            0.018069,
            0.09535400000000001
          ]
        },
        "Bahrain": {
          "metric": [
            30,
            15,
            14,
            9,
            21,
            25,
            24
          ],
          "gross_revenue": [
            0.016586,
            0.027237,
            0.064239,
            0.048789,
            0.03784,
            0.032469,
            0.044349
          ],
          "gross_pap_revenue": [
            0.000093,
            0,
            0.000526,
            0.002567,
            0.000583,
            0.002768,
            0
          ],
          "gross_saas_revenue": [
            0.016493,
            0.027237,
            0.063713,
            0.046222,
            0.037257,
            0.029701,
            0.044349
          ],
          "net_revenue": [
            0.0165674,
            0.027237,
            0.0641338,
            0.04827559999999999,
            0.037723400000000004,
            0.031915400000000003,
            0.04434899999999999
          ],
          "net_pap_revenue": [
            0.0000744,
            0,
            0.0004208,
            0.0020536,
            0.0004664,
            0.0022144,
            0
          ],
          "net_saas_revenue": [
            0.016493,
            0.027237,
            0.063713,
            0.04622199999999999,
            0.037257000000000005,
            0.029701,
            0.04434899999999999
          ]
        },
        "Lebanon": {
          "metric": [
            51,
            54,
            65,
            47,
            52,
            45,
            79
          ],
          "gross_revenue": [
            0.089619,
            0.0322,
            0.084969,
            0.040101,
            0.076244,
            0.076722,
            0.133082
          ],
          "gross_pap_revenue": [
            0.000014,
            0.000012,
            0,
            0.000073,
            0.000696,
            0.001511,
            0.00054
          ],
          "gross_saas_revenue": [
            0.089605,
            0.032188,
            0.084969,
            0.040028,
            0.075548,
            0.075211,
            0.132542
          ],
          "net_revenue": [
            0.08961620000000001,
            0.03219759999999999,
            0.08496900000000002,
            0.0400864,
            0.07610479999999999,
            0.07641980000000001,
            0.13297400000000004
          ],
          "net_pap_revenue": [
            0.0000112,
            0.0000096,
            0,
            0.0000584,
            0.0005568,
            0.0012088,
            0.000432
          ],
          "net_saas_revenue": [
            0.08960499999999999,
            0.032187999999999994,
            0.08496900000000002,
            0.040028,
            0.07554799999999999,
            0.075211,
            0.13254200000000005
          ]
        },
        "Jersey": {
          "metric": [
            98,
            81,
            75,
            119,
            85,
            97,
            113
          ],
          "gross_revenue": [
            0.272082,
            0.258232,
            0.197762,
            0.362822,
            0.210644,
            0.299633,
            0.291907
          ],
          "gross_pap_revenue": [
            0.007353,
            0.002836,
            0.00242,
            0.013623,
            0.008307,
            0.010653,
            0.008802
          ],
          "gross_saas_revenue": [
            0.264729,
            0.255396,
            0.195342,
            0.349199,
            0.202337,
            0.28898,
            0.283105
          ],
          "net_revenue": [
            0.2706114,
            0.2576648,
            0.197278,
            0.36009740000000007,
            0.20898259999999996,
            0.2975024000000001,
            0.2901466
          ],
          "net_pap_revenue": [
            0.0058824,
            0.0022688,
            0.001936,
            0.0108984,
            0.0066456,
            0.0085224,
            0.0070416
          ],
          "net_saas_revenue": [
            0.264729,
            0.255396,
            0.19534200000000002,
            0.34919900000000004,
            0.20233700000000002,
            0.28898000000000007,
            0.283105
          ]
        },
        "Cook Islands": {
          "metric": [
            2,
            2,
            null,
            null,
            null,
            null,
            3
          ],
          "gross_revenue": [
            0.002401,
            0.001,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            0.002401,
            0.001,
            null,
            null,
            null,
            null,
            0
          ],
          "net_revenue": [
            0.002401,
            0.001,
            null,
            null,
            null,
            null,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            0.002401,
            0.001,
            null,
            null,
            null,
            null,
            0
          ]
        },
        "Guinea": {
          "metric": [
            1,
            0,
            3,
            null,
            1,
            1,
            null
          ],
          "gross_revenue": [
            0.000402,
            0.000402,
            0.000808,
            null,
            0,
            0.000403,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.000402,
            0.000402,
            0.000808,
            null,
            0,
            0.000403,
            null
          ],
          "net_revenue": [
            0.000402,
            0.000402,
            0.000808,
            null,
            0,
            0.000403,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0.000402,
            0.000402,
            0.000808,
            null,
            0,
            0.000403,
            null
          ]
        },
        "Liechtenstein": {
          "metric": [
            1,
            7,
            6,
            1,
            null,
            4,
            1
          ],
          "gross_revenue": [
            0.005437,
            0.01295,
            0.008009,
            0,
            null,
            0.013471,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000144,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.005437,
            0.01295,
            0.007865,
            0,
            null,
            0.013471,
            0
          ],
          "net_revenue": [
            0.005437,
            0.01295,
            0.0079802,
            0,
            null,
            0.013471000000000002,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0001152,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.005437,
            0.01295,
            0.007865,
            0,
            null,
            0.013471000000000002,
            0
          ]
        },
        "Israel": {
          "metric": [
            427,
            367,
            398,
            322,
            255,
            393,
            369
          ],
          "gross_revenue": [
            1.194137,
            0.882353,
            0.788204,
            0.634651,
            0.760569,
            0.835239,
            1.120888
          ],
          "gross_pap_revenue": [
            0.036805,
            0.037233,
            0.011039,
            0.013581,
            0.01103,
            0.017454,
            0.361301
          ],
          "gross_saas_revenue": [
            1.157332,
            0.84512,
            0.777165,
            0.62107,
            0.749539,
            0.817785,
            0.759587
          ],
          "net_revenue": [
            1.1867759999999998,
            0.8749064000000004,
            0.7859962000000003,
            0.6319348000000002,
            0.7583630000000002,
            0.8317482,
            1.0486278
          ],
          "net_pap_revenue": [
            0.029444,
            0.0297864,
            0.0088312,
            0.0108648,
            0.008824,
            0.0139632,
            0.2890408
          ],
          "net_saas_revenue": [
            1.1573319999999998,
            0.8451200000000003,
            0.7771650000000001,
            0.6210700000000001,
            0.7495390000000001,
            0.817785,
            0.759587
          ]
        },
        "Pakistan": {
          "metric": [
            136,
            104,
            136,
            193,
            172,
            55,
            111
          ],
          "gross_revenue": [
            0.071906,
            0.102913,
            0.091774,
            0.098335,
            0.12834,
            0.059831,
            0.095229
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000018,
            0,
            0.000048,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.071906,
            0.102913,
            0.091756,
            0.098335,
            0.128292,
            0.059831,
            0.095229
          ],
          "net_revenue": [
            0.07190599999999998,
            0.10291299999999999,
            0.09177039999999999,
            0.098335,
            0.1283304,
            0.059830999999999995,
            0.09522900000000001
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000144,
            0,
            0.0000384,
            0,
            0
          ],
          "net_saas_revenue": [
            0.07190599999999998,
            0.10291299999999999,
            0.09175599999999999,
            0.098335,
            0.12829200000000002,
            0.059830999999999995,
            0.09522900000000001
          ]
        },
        "Macao": {
          "metric": [
            9,
            4,
            11,
            9,
            4,
            16,
            24
          ],
          "gross_revenue": [
            0.002604,
            0.008832,
            0.007416,
            0.001046,
            0.004316,
            0.016297,
            0.028821
          ],
          "gross_pap_revenue": [
            0,
            0.000627,
            0,
            0,
            0,
            0.000202,
            0.000152
          ],
          "gross_saas_revenue": [
            0.002604,
            0.008205,
            0.007416,
            0.001046,
            0.004316,
            0.016095,
            0.028669
          ],
          "net_revenue": [
            0.0026039999999999995,
            0.008706599999999998,
            0.007416,
            0.001046,
            0.0043159999999999995,
            0.016256600000000003,
            0.028790600000000003
          ],
          "net_pap_revenue": [
            0,
            0.0005016,
            0,
            0,
            0,
            0.0001616,
            0.0001216
          ],
          "net_saas_revenue": [
            0.0026039999999999995,
            0.008205,
            0.007416,
            0.001046,
            0.0043159999999999995,
            0.016095,
            0.028669
          ]
        },
        "Curacao": {
          "metric": [
            2,
            1,
            null,
            6,
            2,
            null,
            6
          ],
          "gross_revenue": [
            0.000401,
            0,
            null,
            0.001372,
            0.006881,
            null,
            0.003356
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            0.000073
          ],
          "gross_saas_revenue": [
            0.000401,
            0,
            null,
            0.001372,
            0.006881,
            null,
            0.003283
          ],
          "net_revenue": [
            0.000401,
            0,
            null,
            0.001372,
            0.006880999999999999,
            null,
            0.0033414
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            0.0000584
          ],
          "net_saas_revenue": [
            0.000401,
            0,
            null,
            0.001372,
            0.006880999999999999,
            null,
            0.003283
          ]
        },
        "Sri Lanka": {
          "metric": [
            74,
            79,
            118,
            136,
            79,
            83,
            73
          ],
          "gross_revenue": [
            0.115835,
            0.129761,
            0.136488,
            0.117142,
            0.073479,
            0.091856,
            0.153878
          ],
          "gross_pap_revenue": [
            0.000223,
            0.001874,
            0.000159,
            0.000326,
            0,
            0.000787,
            0.000908
          ],
          "gross_saas_revenue": [
            0.115612,
            0.127887,
            0.136329,
            0.116816,
            0.073479,
            0.091069,
            0.15297
          ],
          "net_revenue": [
            0.11579039999999997,
            0.12938619999999998,
            0.13645620000000003,
            0.11707680000000001,
            0.07347900000000002,
            0.09169859999999999,
            0.1536964
          ],
          "net_pap_revenue": [
            0.0001784,
            0.0014992,
            0.0001272,
            0.0002608,
            0,
            0.0006296,
            0.0007264
          ],
          "net_saas_revenue": [
            0.11561199999999999,
            0.127887,
            0.136329,
            0.11681600000000002,
            0.07347900000000002,
            0.091069,
            0.15297000000000002
          ]
        },
        "British Virgin Islands": {
          "metric": [
            1,
            2,
            1,
            10,
            4,
            2,
            null
          ],
          "gross_revenue": [
            0,
            0.004206,
            0.000404,
            0.008677,
            0.005914,
            0.003403,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            0.004206,
            0.000404,
            0.008677,
            0.005914,
            0.003403,
            null
          ],
          "net_revenue": [
            0,
            0.004206,
            0.000404,
            0.008677,
            0.005914,
            0.003403,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            0.004206,
            0.000404,
            0.008677,
            0.005914,
            0.003403,
            null
          ]
        },
        "Turkmenistan": {
          "metric": [
            1,
            null,
            null,
            2,
            null,
            0,
            3
          ],
          "gross_revenue": [
            0,
            null,
            null,
            0.003,
            null,
            0,
            0.000401
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            0.003,
            null,
            0,
            0.000401
          ],
          "net_revenue": [
            0,
            null,
            null,
            0.003,
            null,
            0,
            0.000401
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            0.003,
            null,
            0,
            0.000401
          ]
        },
        "Lesotho": {
          "metric": [
            2,
            6,
            1,
            null,
            2,
            2,
            6
          ],
          "gross_revenue": [
            0,
            0.0034,
            0,
            null,
            0,
            0.009,
            0.012403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.0034,
            0,
            null,
            0,
            0.009,
            0.012403
          ],
          "net_revenue": [
            0,
            0.0034000000000000002,
            0,
            null,
            0,
            0.009000000000000001,
            0.012402999999999999
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0.0034000000000000002,
            0,
            null,
            0,
            0.009000000000000001,
            0.012402999999999999
          ]
        },
        "Zambia": {
          "metric": [
            10,
            10,
            9,
            19,
            16,
            10,
            12
          ],
          "gross_revenue": [
            0.020624,
            0.004,
            0.007778,
            0.024901,
            0.029899,
            0.005717,
            0.01541
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.020624,
            0.004,
            0.007778,
            0.024901,
            0.029899,
            0.005717,
            0.01541
          ],
          "net_revenue": [
            0.020624,
            0.004,
            0.007778,
            0.024901,
            0.029899000000000005,
            0.005717,
            0.01541
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.020624,
            0.004,
            0.007778,
            0.024901,
            0.029899000000000005,
            0.005717,
            0.01541
          ]
        },
        "Philippines": {
          "metric": [
            162,
            136,
            175,
            236,
            179,
            167,
            141
          ],
          "gross_revenue": [
            0.173081,
            0.127773,
            0.146566,
            0.245972,
            0.186154,
            0.245198,
            0.151245
          ],
          "gross_pap_revenue": [
            0.000896,
            0.000226,
            0.002048,
            0.002089,
            0.00077,
            0.010219,
            0.000528
          ],
          "gross_saas_revenue": [
            0.172185,
            0.127547,
            0.144518,
            0.243883,
            0.185384,
            0.234979,
            0.150717
          ],
          "net_revenue": [
            0.1729018,
            0.12772779999999997,
            0.14615640000000002,
            0.24555420000000003,
            0.186,
            0.24315420000000001,
            0.1511394
          ],
          "net_pap_revenue": [
            0.0007168,
            0.0001808,
            0.0016384,
            0.0016712,
            0.000616,
            0.0081752,
            0.0004224
          ],
          "net_saas_revenue": [
            0.17218500000000003,
            0.12754699999999997,
            0.144518,
            0.24388300000000002,
            0.18538400000000002,
            0.23497900000000002,
            0.150717
          ]
        },
        "Hong Kong": {
          "metric": [
            394,
            418,
            387,
            439,
            357,
            280,
            437
          ],
          "gross_revenue": [
            1.239194,
            1.005234,
            0.720236,
            1.000466,
            0.711271,
            0.535166,
            0.862142
          ],
          "gross_pap_revenue": [
            0.023675,
            0.026322,
            0.017338,
            0.016998,
            0.010261,
            0.013353,
            0.016851
          ],
          "gross_saas_revenue": [
            1.215519,
            0.978912,
            0.702898,
            0.983468,
            0.70101,
            0.521813,
            0.845291
          ],
          "net_revenue": [
            1.2344589999999998,
            0.9999696,
            0.7167684000000003,
            0.9970664,
            0.7092187999999998,
            0.5324953999999998,
            0.8587718000000002
          ],
          "net_pap_revenue": [
            0.01894,
            0.0210576,
            0.0138704,
            0.0135984,
            0.0082088,
            0.0106824,
            0.0134808
          ],
          "net_saas_revenue": [
            1.2155189999999996,
            0.978912,
            0.7028980000000002,
            0.9834680000000001,
            0.7010099999999999,
            0.521813,
            0.8452910000000001
          ]
        },
        "Angola": {
          "metric": [
            1,
            4,
            17,
            4,
            9,
            7,
            17
          ],
          "gross_revenue": [
            0.001,
            0.00287,
            0.018052,
            0.001,
            0.010209,
            0.004964,
            0.025457
          ],
          "gross_pap_revenue": [
            0,
            0.000018,
            0.000807,
            0,
            0,
            0,
            0.000581
          ],
          "gross_saas_revenue": [
            0.001,
            0.002852,
            0.017245,
            0.001,
            0.010209,
            0.004964,
            0.024876
          ],
          "net_revenue": [
            0.001,
            0.0028664,
            0.0178906,
            0.001,
            0.010209,
            0.004964,
            0.025340799999999997
          ],
          "net_pap_revenue": [
            0,
            0.0000144,
            0.0006456,
            0,
            0,
            0,
            0.0004648
          ],
          "net_saas_revenue": [
            0.001,
            0.002852,
            0.017245,
            0.001,
            0.010209,
            0.004964,
            0.024876
          ]
        },
        "Gabon": {
          "metric": [
            10,
            1,
            1,
            2,
            null,
            2,
            1
          ],
          "gross_revenue": [
            0.031802,
            0,
            0.001,
            0.001,
            null,
            0.005448,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.031802,
            0,
            0.001,
            0.001,
            null,
            0.005448,
            0
          ],
          "net_revenue": [
            0.031802,
            0,
            0.001,
            0.001,
            null,
            0.005448,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.031802,
            0,
            0.001,
            0.001,
            null,
            0.005448,
            0
          ]
        },
        "BQ": {
          "metric": [
            4,
            8,
            null,
            null,
            1,
            null,
            null
          ],
          "gross_revenue": [
            0.003401,
            0.021412,
            null,
            null,
            0.000401,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            null,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            0.003401,
            0.021412,
            null,
            null,
            0.000401,
            null,
            null
          ],
          "net_revenue": [
            0.003401,
            0.021411999999999997,
            null,
            null,
            0.000401,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            null,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            0.003401,
            0.021411999999999997,
            null,
            null,
            0.000401,
            null,
            null
          ]
        },
        "Reunion": {
          "metric": [
            3,
            8,
            2,
            7,
            6,
            5,
            6
          ],
          "gross_revenue": [
            0,
            0.012986,
            0,
            0.001176,
            0.015103,
            0.007214,
            0.002222
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.000176,
            0,
            0,
            0.000018
          ],
          "gross_saas_revenue": [
            0,
            0.012986,
            0,
            0.001,
            0.015103,
            0.007214,
            0.002204
          ],
          "net_revenue": [
            0,
            0.012986000000000001,
            0,
            0.0011408,
            0.015103000000000002,
            0.007214000000000001,
            0.0022184
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0001408,
            0,
            0,
            0.0000144
          ],
          "net_saas_revenue": [
            0,
            0.012986000000000001,
            0,
            0.001,
            0.015103000000000002,
            0.007214000000000001,
            0.0022040000000000002
          ]
        },
        "Niger": {
          "metric": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Bangladesh": {
          "metric": [
            37,
            50,
            30,
            70,
            43,
            21,
            36
          ],
          "gross_revenue": [
            0.048849,
            0.038978,
            0.019802,
            0.071764,
            0.052914,
            0.029375,
            0.033598
          ],
          "gross_pap_revenue": [
            0.032242,
            0.008389,
            0.006595,
            0.01796,
            0.00194,
            0.028375,
            0.006506
          ],
          "gross_saas_revenue": [
            0.016607,
            0.030589,
            0.013207,
            0.053804,
            0.050974,
            0.001,
            0.027092
          ],
          "net_revenue": [
            0.0424006,
            0.0373002,
            0.018483,
            0.06817200000000001,
            0.052526,
            0.0237,
            0.0322968
          ],
          "net_pap_revenue": [
            0.0257936,
            0.0067112,
            0.005276,
            0.014368,
            0.001552,
            0.0227,
            0.0052048
          ],
          "net_saas_revenue": [
            0.016607,
            0.030588999999999998,
            0.013207,
            0.053804000000000005,
            0.050974000000000005,
            0.001,
            0.027091999999999998
          ]
        },
        "Tajikistan": {
          "metric": [
            3,
            null,
            4,
            null,
            3,
            2,
            1
          ],
          "gross_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "net_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            0,
            null,
            0,
            0,
            0
          ]
        },
        "Nicaragua": {
          "metric": [
            4,
            4,
            7,
            4,
            7,
            14,
            1
          ],
          "gross_revenue": [
            0.007203,
            0,
            0.000404,
            0.003,
            0.003,
            0.012401,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.007203,
            0,
            0.000404,
            0.003,
            0.003,
            0.012401,
            0
          ],
          "net_revenue": [
            0.007203,
            0,
            0.000404,
            0.003,
            0.003,
            0.012401,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.007203,
            0,
            0.000404,
            0.003,
            0.003,
            0.012401,
            0
          ]
        },
        "Guernsey": {
          "metric": [
            54,
            70,
            57,
            44,
            45,
            57,
            82
          ],
          "gross_revenue": [
            0.157986,
            0.144084,
            0.154462,
            0.097711,
            0.118831,
            0.095548,
            0.213942
          ],
          "gross_pap_revenue": [
            0.000812,
            0.002255,
            0.004077,
            0.000616,
            0.00445,
            0.003642,
            0.009604
          ],
          "gross_saas_revenue": [
            0.157174,
            0.141829,
            0.150385,
            0.097095,
            0.114381,
            0.091906,
            0.204338
          ],
          "net_revenue": [
            0.15782359999999998,
            0.14363299999999998,
            0.15364660000000002,
            0.09758780000000002,
            0.11794100000000003,
            0.09481960000000003,
            0.21202119999999997
          ],
          "net_pap_revenue": [
            0.0006496,
            0.001804,
            0.0032616,
            0.0004928,
            0.00356,
            0.0029136,
            0.0076832
          ],
          "net_saas_revenue": [
            0.157174,
            0.14182899999999998,
            0.15038500000000002,
            0.09709500000000003,
            0.11438100000000002,
            0.09190600000000003,
            0.20433799999999996
          ]
        },
        "Portugal": {
          "metric": [
            1141,
            1192,
            1180,
            1186,
            830,
            763,
            1296
          ],
          "gross_revenue": [
            3.1638,
            2.886918,
            2.942776,
            2.890357,
            2.074053,
            1.915301,
            3.133895
          ],
          "gross_pap_revenue": [
            0.171281,
            0.162641,
            0.128474,
            0.191559,
            0.163495,
            0.118267,
            0.125694
          ],
          "gross_saas_revenue": [
            2.992519,
            2.724277,
            2.814302,
            2.698798,
            1.910558,
            1.797034,
            3.008201
          ],
          "net_revenue": [
            3.1295438000000004,
            2.8543898000000003,
            2.917081199999999,
            2.8520451999999996,
            2.041354,
            1.8916476000000004,
            3.1087562
          ],
          "net_pap_revenue": [
            0.1370248,
            0.1301128,
            0.1027792,
            0.1532472,
            0.130796,
            0.0946136,
            0.1005552
          ],
          "net_saas_revenue": [
            2.992519,
            2.7242770000000003,
            2.814301999999999,
            2.6987979999999996,
            1.9105580000000002,
            1.797034,
            3.0082010000000006
          ]
        },
        "United Kingdom": {
          "metric": [
            134742,
            115663,
            113310,
            126996,
            108909,
            82982,
            119564
          ],
          "gross_revenue": [
            6245.86581,
            5965.244566,
            5403.593625,
            5107.457533,
            4440.441574,
            3819.484453,
            6204.568356
          ],
          "gross_pap_revenue": [
            19.355491,
            17.504368,
            16.361732,
            23.712645,
            26.220589,
            18.870341,
            16.15252
          ],
          "gross_saas_revenue": [
            6226.510319,
            5947.740198,
            5387.231893,
            5083.744888,
            4414.220985,
            3800.614112,
            6188.415836
          ],
          "net_revenue": [
            6241.994711799998,
            5961.743692400002,
            5400.3212786,
            5102.715003999999,
            4435.197456200002,
            3815.7103847999997,
            6201.337852000001
          ],
          "net_pap_revenue": [
            15.4843928,
            14.0034944,
            13.0893856,
            18.970116,
            20.9764712,
            15.0962728,
            12.922016
          ],
          "net_saas_revenue": [
            6226.510319,
            5947.740198000001,
            5387.231893,
            5083.744888,
            4414.220985000003,
            3800.6141120000007,
            6188.415836
          ]
        },
        "Vietnam": {
          "metric": [
            141,
            170,
            141,
            122,
            117,
            79,
            116
          ],
          "gross_revenue": [
            0.210656,
            0.168937,
            0.134936,
            0.140177,
            0.116316,
            0.048738,
            0.172003
          ],
          "gross_pap_revenue": [
            0.000402,
            0,
            0.000068,
            0.000594,
            0.001859,
            0.000255,
            0.019153
          ],
          "gross_saas_revenue": [
            0.210254,
            0.168937,
            0.134868,
            0.139583,
            0.114457,
            0.048483,
            0.15285
          ],
          "net_revenue": [
            0.21057560000000008,
            0.16893700000000006,
            0.1349224,
            0.14005820000000002,
            0.1159442,
            0.048687,
            0.16817240000000003
          ],
          "net_pap_revenue": [
            0.0003216,
            0,
            0.0000544,
            0.0004752,
            0.0014872,
            0.000204,
            0.0153224
          ],
          "net_saas_revenue": [
            0.21025400000000008,
            0.16893700000000006,
            0.13486800000000002,
            0.139583,
            0.114457,
            0.048483,
            0.15285
          ]
        },
        "Estonia": {
          "metric": [
            126,
            135,
            130,
            147,
            116,
            139,
            170
          ],
          "gross_revenue": [
            0.28856,
            0.384339,
            0.380821,
            0.195728,
            0.272667,
            0.484663,
            0.477742
          ],
          "gross_pap_revenue": [
            0.005974,
            0.002852,
            0.007443,
            0.003143,
            0.011696,
            0.011326,
            0.023397
          ],
          "gross_saas_revenue": [
            0.282586,
            0.381487,
            0.373378,
            0.192585,
            0.260971,
            0.473337,
            0.454345
          ],
          "net_revenue": [
            0.2873652000000001,
            0.38376860000000007,
            0.3793324,
            0.19509939999999998,
            0.27032779999999995,
            0.48239780000000004,
            0.47306260000000017
          ],
          "net_pap_revenue": [
            0.0047792,
            0.0022816,
            0.0059544,
            0.0025144,
            0.0093568,
            0.0090608,
            0.0187176
          ],
          "net_saas_revenue": [
            0.28258600000000006,
            0.3814870000000001,
            0.373378,
            0.19258499999999998,
            0.260971,
            0.47333700000000006,
            0.4543450000000001
          ]
        },
        "Denmark": {
          "metric": [
            956,
            1022,
            997,
            1198,
            842,
            758,
            1174
          ],
          "gross_revenue": [
            2.43196,
            2.44254,
            2.347913,
            2.438514,
            1.909784,
            1.919547,
            2.590214
          ],
          "gross_pap_revenue": [
            0.10179,
            0.125493,
            0.132559,
            0.167227,
            0.145105,
            0.116428,
            0.150336
          ],
          "gross_saas_revenue": [
            2.33017,
            2.317047,
            2.215354,
            2.271287,
            1.764679,
            1.803119,
            2.439878
          ],
          "net_revenue": [
            2.411602,
            2.4174414,
            2.3214012,
            2.4050686000000003,
            1.8807629999999997,
            1.8962614,
            2.560146800000001
          ],
          "net_pap_revenue": [
            0.081432,
            0.1003944,
            0.1060472,
            0.1337816,
            0.116084,
            0.0931424,
            0.1202688
          ],
          "net_saas_revenue": [
            2.33017,
            2.317047,
            2.215354,
            2.271287,
            1.7646789999999999,
            1.8031190000000004,
            2.439878
          ]
        },
        "Andorra": {
          "metric": [
            7,
            7,
            8,
            17,
            6,
            12,
            15
          ],
          "gross_revenue": [
            0.013114,
            0.045943,
            0.016881,
            0.015059,
            0.010018,
            0.035828,
            0.021068
          ],
          "gross_pap_revenue": [
            0.00003,
            0.000139,
            0.000266,
            0.000445,
            0.000018,
            0.000852,
            0
          ],
          "gross_saas_revenue": [
            0.013084,
            0.045804,
            0.016615,
            0.014614,
            0.01,
            0.034976,
            0.021068
          ],
          "net_revenue": [
            0.013108000000000002,
            0.0459152,
            0.016827799999999997,
            0.01497,
            0.0100144,
            0.035657600000000005,
            0.021067999999999996
          ],
          "net_pap_revenue": [
            0.000024,
            0.0001112,
            0.0002128,
            0.000356,
            0.0000144,
            0.0006816,
            0
          ],
          "net_saas_revenue": [
            0.013084000000000002,
            0.04580400000000001,
            0.016615,
            0.014614,
            0.01,
            0.03497600000000001,
            0.021067999999999996
          ]
        },
        "Nigeria": {
          "metric": [
            90,
            63,
            98,
            93,
            135,
            126,
            131
          ],
          "gross_revenue": [
            0.142509,
            0.080107,
            0.128317,
            0.132241,
            0.122521,
            0.209473,
            0.189954
          ],
          "gross_pap_revenue": [
            0.004341,
            0.000317,
            0.00565,
            0.004978,
            0.001502,
            0.00078,
            0.000024
          ],
          "gross_saas_revenue": [
            0.138168,
            0.07979,
            0.122667,
            0.127263,
            0.121019,
            0.208693,
            0.18993
          ],
          "net_revenue": [
            0.14164079999999998,
            0.0800436,
            0.12718700000000002,
            0.1312454,
            0.1222206,
            0.209317,
            0.18994920000000004
          ],
          "net_pap_revenue": [
            0.0034728,
            0.0002536,
            0.00452,
            0.0039824,
            0.0012016,
            0.000624,
            0.0000192
          ],
          "net_saas_revenue": [
            0.138168,
            0.07979000000000001,
            0.12266700000000003,
            0.12726300000000001,
            0.121019,
            0.208693,
            0.18993000000000004
          ]
        },
        "Brunei Darussalam": {
          "metric": [
            15,
            16,
            29,
            14,
            3,
            15,
            15
          ],
          "gross_revenue": [
            0.012203,
            0.012804,
            0.043594,
            0.007404,
            0.000805,
            0.008432,
            0.016577
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000186,
            0,
            0,
            0.000014,
            0
          ],
          "gross_saas_revenue": [
            0.012203,
            0.012804,
            0.043408,
            0.007404,
            0.000805,
            0.008418,
            0.016577
          ],
          "net_revenue": [
            0.012203,
            0.012804,
            0.0435568,
            0.007404,
            0.0008049999999999999,
            0.008429200000000001,
            0.016576999999999998
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0001488,
            0,
            0,
            0.0000112,
            0
          ],
          "net_saas_revenue": [
            0.012203,
            0.012804,
            0.043408,
            0.007404,
            0.0008049999999999999,
            0.008418,
            0.016576999999999998
          ]
        },
        "Gibraltar": {
          "metric": [
            19,
            29,
            27,
            41,
            26,
            23,
            51
          ],
          "gross_revenue": [
            0.028002,
            0.039021,
            0.038432,
            0.040247,
            0.062934,
            0.038677,
            0.103499
          ],
          "gross_pap_revenue": [
            0.000468,
            0.000695,
            0.01401,
            0,
            0.00076,
            0.000196,
            0.000235
          ],
          "gross_saas_revenue": [
            0.027534,
            0.038326,
            0.024422,
            0.040247,
            0.062174,
            0.038481,
            0.103264
          ],
          "net_revenue": [
            0.027908399999999996,
            0.038882,
            0.03563,
            0.040247,
            0.062782,
            0.0386378,
            0.10345199999999999
          ],
          "net_pap_revenue": [
            0.0003744,
            0.000556,
            0.011208,
            0,
            0.000608,
            0.0001568,
            0.000188
          ],
          "net_saas_revenue": [
            0.027534,
            0.038326,
            0.024422,
            0.040247,
            0.06217400000000001,
            0.038481,
            0.103264
          ]
        },
        "Grenada": {
          "metric": [
            4,
            6,
            5,
            2,
            7,
            1,
            2
          ],
          "gross_revenue": [
            0.002203,
            0.027417,
            0.019469,
            0.002603,
            0.014056,
            0,
            0.004418
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000454,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.002203,
            0.027417,
            0.019015,
            0.002603,
            0.014056,
            0,
            0.004418
          ],
          "net_revenue": [
            0.002203,
            0.027417,
            0.019378199999999998,
            0.002603,
            0.014055999999999999,
            0,
            0.004418
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0003632,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.002203,
            0.027417,
            0.019014999999999997,
            0.002603,
            0.014055999999999999,
            0,
            0.004418
          ]
        },
        "Iraq": {
          "metric": [
            16,
            21,
            12,
            23,
            16,
            25,
            27
          ],
          "gross_revenue": [
            0.012211,
            0.052612,
            0.009208,
            0.028424,
            0.006,
            0.030223,
            0.02856
          ],
          "gross_pap_revenue": [
            0.00003,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.012181,
            0.052612,
            0.009208,
            0.028424,
            0.006,
            0.030223,
            0.02856
          ],
          "net_revenue": [
            0.012205,
            0.052612000000000006,
            0.009208000000000001,
            0.028423999999999998,
            0.006,
            0.030223,
            0.028560000000000006
          ],
          "net_pap_revenue": [
            0.000024,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.012181,
            0.052612000000000006,
            0.009208000000000001,
            0.028423999999999998,
            0.006,
            0.030223,
            0.028560000000000006
          ]
        },
        "Rwanda": {
          "metric": [
            8,
            5,
            9,
            14,
            9,
            2,
            8
          ],
          "gross_revenue": [
            0.003401,
            0.005219,
            0.022404,
            0.01022,
            0.003603,
            0.001403,
            0.004403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.003401,
            0.005219,
            0.022404,
            0.01022,
            0.003603,
            0.001403,
            0.004403
          ],
          "net_revenue": [
            0.003401,
            0.005219,
            0.022403999999999997,
            0.01022,
            0.0036030000000000003,
            0.001403,
            0.004403
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.003401,
            0.005219,
            0.022403999999999997,
            0.01022,
            0.0036030000000000003,
            0.001403,
            0.004403
          ]
        },
        "Suriname": {
          "metric": [
            3,
            3,
            2,
            1,
            1,
            2,
            1
          ],
          "gross_revenue": [
            0.021,
            0.013,
            0,
            0,
            0,
            0,
            0.001843
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.000037
          ],
          "gross_saas_revenue": [
            0.021,
            0.013,
            0,
            0,
            0,
            0,
            0.001806
          ],
          "net_revenue": [
            0.020999999999999998,
            0.013000000000000001,
            0,
            0,
            0,
            0,
            0.0018356
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0000296
          ],
          "net_saas_revenue": [
            0.020999999999999998,
            0.013000000000000001,
            0,
            0,
            0,
            0,
            0.0018059999999999999
          ]
        },
        "United Republic of Tanzania": {
          "metric": [
            4,
            7,
            22,
            22,
            9,
            19,
            18
          ],
          "gross_revenue": [
            0.008802,
            0.013156,
            0.036904,
            0.065461,
            0.003422,
            0.024221,
            0.018813
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000901,
            0.027936,
            0,
            0.000666,
            0.001224
          ],
          "gross_saas_revenue": [
            0.008802,
            0.013156,
            0.036003,
            0.037525,
            0.003422,
            0.023555,
            0.017589
          ],
          "net_revenue": [
            0.008802,
            0.013156,
            0.0367238,
            0.059873800000000005,
            0.003422,
            0.024087799999999996,
            0.0185682
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0007208,
            0.0223488,
            0,
            0.0005328,
            0.0009792
          ],
          "net_saas_revenue": [
            0.008802,
            0.013156,
            0.036003,
            0.037525,
            0.003422,
            0.023554999999999996,
            0.017589
          ]
        },
        "San Marino": {
          "metric": [
            3,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_revenue": [
            0.004204,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            0.004204,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_revenue": [
            0.004204,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            0.004204,
            null,
            null,
            null,
            null,
            null,
            0
          ]
        },
        "Gambia": {
          "metric": [
            3,
            null,
            2,
            3,
            3,
            1,
            2
          ],
          "gross_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0.004499
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0.004499
          ],
          "net_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0.0044989999999999995
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            0,
            0,
            0,
            0,
            0.0044989999999999995
          ]
        },
        "Bosnia and Herzegovina": {
          "metric": [
            64,
            64,
            34,
            51,
            49,
            32,
            46
          ],
          "gross_revenue": [
            0.09039,
            0.075856,
            0.032903,
            0.098687,
            0.063131,
            0.098072,
            0.074871
          ],
          "gross_pap_revenue": [
            0.000225,
            0.000351,
            0,
            0.008384,
            0.000063,
            0.000481,
            0.000387
          ],
          "gross_saas_revenue": [
            0.090165,
            0.075505,
            0.032903,
            0.090303,
            0.063068,
            0.097591,
            0.074484
          ],
          "net_revenue": [
            0.090345,
            0.07578579999999999,
            0.032902999999999995,
            0.0970102,
            0.06311839999999999,
            0.09797580000000003,
            0.0747936
          ],
          "net_pap_revenue": [
            0.00018,
            0.0002808,
            0,
            0.0067072,
            0.0000504,
            0.0003848,
            0.0003096
          ],
          "net_saas_revenue": [
            0.090165,
            0.07550499999999999,
            0.032902999999999995,
            0.09030300000000001,
            0.063068,
            0.09759100000000001,
            0.074484
          ]
        },
        "Bhutan": {
          "metric": [
            3,
            1,
            5,
            null,
            1,
            3,
            null
          ],
          "gross_revenue": [
            0,
            0.002206,
            0.004454,
            null,
            0,
            0.007203,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            0.002206,
            0.004454,
            null,
            0,
            0.007203,
            null
          ],
          "net_revenue": [
            0,
            0.002206,
            0.004454,
            null,
            0,
            0.007203000000000001,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            0.002206,
            0.004454,
            null,
            0,
            0.007203000000000001,
            null
          ]
        },
        "Fiji": {
          "metric": [
            3,
            5,
            5,
            null,
            null,
            7,
            3
          ],
          "gross_revenue": [
            0.001,
            0.004512,
            0.004441,
            null,
            null,
            0.004614,
            0.008493
          ],
          "gross_pap_revenue": [
            0,
            0.00011,
            0.000037,
            null,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.001,
            0.004402,
            0.004404,
            null,
            null,
            0.004614,
            0.008493
          ],
          "net_revenue": [
            0.001,
            0.00449,
            0.0044336,
            null,
            null,
            0.004614,
            0.008493
          ],
          "net_pap_revenue": [
            0,
            0.000088,
            0.0000296,
            null,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.001,
            0.004402,
            0.004404,
            null,
            null,
            0.004614,
            0.008493
          ]
        },
        "Uganda": {
          "metric": [
            26,
            22,
            12,
            38,
            21,
            36,
            26
          ],
          "gross_revenue": [
            0.031334,
            0.042204,
            0.013808,
            0.033885,
            0.035135,
            0.053038,
            0.06446
          ],
          "gross_pap_revenue": [
            0,
            0.00039,
            0,
            0.000712,
            0,
            0.000181,
            0.000191
          ],
          "gross_saas_revenue": [
            0.031334,
            0.041814,
            0.013808,
            0.033173,
            0.035135,
            0.052857,
            0.064269
          ],
          "net_revenue": [
            0.031334,
            0.042126,
            0.013807999999999999,
            0.0337426,
            0.035135,
            0.053001799999999995,
            0.06442179999999999
          ],
          "net_pap_revenue": [
            0,
            0.000312,
            0,
            0.0005696,
            0,
            0.0001448,
            0.0001528
          ],
          "net_saas_revenue": [
            0.031334,
            0.041814,
            0.013807999999999999,
            0.033173,
            0.035135,
            0.052856999999999994,
            0.06426899999999999
          ]
        },
        "Guyana": {
          "metric": [
            17,
            4,
            16,
            7,
            6,
            3,
            3
          ],
          "gross_revenue": [
            0.015859,
            0.003,
            0.002447,
            0.008417,
            0,
            0.001403,
            0.004917
          ],
          "gross_pap_revenue": [
            0.00004,
            0,
            0.000078,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.015819,
            0.003,
            0.002369,
            0.008417,
            0,
            0.001403,
            0.004917
          ],
          "net_revenue": [
            0.015850999999999997,
            0.003,
            0.0024314000000000002,
            0.008417000000000001,
            0,
            0.001403,
            0.004917
          ],
          "net_pap_revenue": [
            0.000032,
            0,
            0.0000624,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.015819,
            0.003,
            0.002369,
            0.008417000000000001,
            0,
            0.001403,
            0.004917
          ]
        },
        "Norway": {
          "metric": [
            955,
            906,
            836,
            891,
            604,
            618,
            1219
          ],
          "gross_revenue": [
            2.480782,
            3.009742,
            2.090919,
            2.259361,
            1.775981,
            1.907631,
            3.61822
          ],
          "gross_pap_revenue": [
            0.133237,
            0.258921,
            0.124123,
            0.047078,
            0.046964,
            0.1541,
            0.376115
          ],
          "gross_saas_revenue": [
            2.347545,
            2.750821,
            1.966796,
            2.212283,
            1.729017,
            1.753531,
            3.242105
          ],
          "net_revenue": [
            2.4541346000000006,
            2.9579578000000004,
            2.0660943999999994,
            2.2499453999999997,
            1.7665882,
            1.8768110000000007,
            3.5429970000000006
          ],
          "net_pap_revenue": [
            0.1065896,
            0.2071368,
            0.0992984,
            0.0376624,
            0.0375712,
            0.12328,
            0.300892
          ],
          "net_saas_revenue": [
            2.347545,
            2.7508209999999997,
            1.966796,
            2.2122829999999998,
            1.729017,
            1.7535310000000002,
            3.242105000000001
          ]
        },
        "Malaysia": {
          "metric": [
            495,
            524,
            615,
            649,
            473,
            487,
            632
          ],
          "gross_revenue": [
            0.759983,
            0.668157,
            0.898211,
            0.959305,
            0.700948,
            0.714947,
            1.091932
          ],
          "gross_pap_revenue": [
            0.017165,
            0.01149,
            0.0102,
            0.005692,
            0.004491,
            0.017698,
            0.014406
          ],
          "gross_saas_revenue": [
            0.742818,
            0.656667,
            0.888011,
            0.953613,
            0.696457,
            0.697249,
            1.077526
          ],
          "net_revenue": [
            0.7565500000000002,
            0.6658590000000001,
            0.8961709999999997,
            0.9581666000000001,
            0.7000497999999998,
            0.7114073999999998,
            1.0890508000000003
          ],
          "net_pap_revenue": [
            0.013732,
            0.009192,
            0.00816,
            0.0045536,
            0.0035928,
            0.0141584,
            0.0115248
          ],
          "net_saas_revenue": [
            0.7428180000000001,
            0.656667,
            0.8880109999999999,
            0.9536130000000002,
            0.6964569999999999,
            0.6972489999999999,
            1.0775260000000002
          ]
        },
        "Isle of Man": {
          "metric": [
            137,
            104,
            81,
            90,
            105,
            76,
            112
          ],
          "gross_revenue": [
            0.334939,
            0.233247,
            0.180381,
            0.19101,
            0.22604,
            0.20671,
            0.265606
          ],
          "gross_pap_revenue": [
            0.004764,
            0.003075,
            0.00341,
            0.002982,
            0.005645,
            0.00663,
            0.00565
          ],
          "gross_saas_revenue": [
            0.330175,
            0.230172,
            0.176971,
            0.188028,
            0.220395,
            0.20008,
            0.259956
          ],
          "net_revenue": [
            0.33398620000000023,
            0.23263200000000003,
            0.17969899999999997,
            0.19041360000000002,
            0.22491100000000003,
            0.20538399999999993,
            0.26447600000000004
          ],
          "net_pap_revenue": [
            0.0038112,
            0.00246,
            0.002728,
            0.0023856,
            0.004516,
            0.005304,
            0.00452
          ],
          "net_saas_revenue": [
            0.3301750000000001,
            0.23017200000000002,
            0.176971,
            0.188028,
            0.22039500000000004,
            0.20008,
            0.259956
          ]
        },
        "Iceland": {
          "metric": [
            120,
            153,
            117,
            162,
            83,
            90,
            126
          ],
          "gross_revenue": [
            0.301525,
            0.469413,
            0.322998,
            0.508154,
            0.221834,
            0.385974,
            0.476761
          ],
          "gross_pap_revenue": [
            0.01412,
            0.034019,
            0.001174,
            0.000741,
            0.007755,
            0.025865,
            0.00536
          ],
          "gross_saas_revenue": [
            0.287405,
            0.435394,
            0.321824,
            0.507413,
            0.214079,
            0.360109,
            0.471401
          ],
          "net_revenue": [
            0.29870099999999994,
            0.4626091999999999,
            0.3227632,
            0.5080058000000001,
            0.220283,
            0.38080099999999995,
            0.475689
          ],
          "net_pap_revenue": [
            0.011296,
            0.0272152,
            0.0009392,
            0.0005928,
            0.006204,
            0.020692,
            0.004288
          ],
          "net_saas_revenue": [
            0.28740499999999997,
            0.4353939999999999,
            0.321824,
            0.5074130000000001,
            0.21407900000000002,
            0.360109,
            0.47140099999999996
          ]
        },
        "Dominican Republic": {
          "metric": [
            46,
            94,
            55,
            52,
            73,
            64,
            58
          ],
          "gross_revenue": [
            0.041821,
            0.10229,
            0.029019,
            0.067466,
            0.061187,
            0.037588,
            0.039108
          ],
          "gross_pap_revenue": [
            0.000519,
            0.000372,
            0,
            0.000207,
            0.000362,
            0,
            0.000236
          ],
          "gross_saas_revenue": [
            0.041302,
            0.101918,
            0.029019,
            0.067259,
            0.060825,
            0.037588,
            0.038872
          ],
          "net_revenue": [
            0.041717199999999996,
            0.1022156,
            0.029019000000000003,
            0.0674246,
            0.0611146,
            0.037588,
            0.03906079999999999
          ],
          "net_pap_revenue": [
            0.0004152,
            0.0002976,
            0,
            0.0001656,
            0.0002896,
            0,
            0.0001888
          ],
          "net_saas_revenue": [
            0.041302000000000005,
            0.10191800000000001,
            0.029019000000000003,
            0.06725900000000001,
            0.060825,
            0.037588,
            0.038872
          ]
        },
        "Singapore": {
          "metric": [
            712,
            659,
            660,
            715,
            1005,
            922,
            854
          ],
          "gross_revenue": [
            1.864645,
            1.906782,
            2.125792,
            1.618877,
            1.574733,
            1.851764,
            1.982761
          ],
          "gross_pap_revenue": [
            0.038687,
            0.052287,
            0.032001,
            0.02565,
            0.046816,
            0.057529,
            0.062032
          ],
          "gross_saas_revenue": [
            1.825958,
            1.854495,
            2.093791,
            1.593227,
            1.527917,
            1.794235,
            1.920729
          ],
          "net_revenue": [
            1.8569075999999995,
            1.8963245999999996,
            2.1193918000000007,
            1.6137469999999998,
            1.5653698000000003,
            1.8402581999999998,
            1.9703546000000003
          ],
          "net_pap_revenue": [
            0.0309496,
            0.0418296,
            0.0256008,
            0.02052,
            0.0374528,
            0.0460232,
            0.0496256
          ],
          "net_saas_revenue": [
            1.8259579999999997,
            1.854495,
            2.0937910000000004,
            1.593227,
            1.5279170000000002,
            1.794235,
            1.9207290000000001
          ]
        },
        "Romania": {
          "metric": [
            921,
            642,
            770,
            798,
            553,
            787,
            1153
          ],
          "gross_revenue": [
            1.829202,
            1.03522,
            1.275459,
            1.311935,
            1.111759,
            1.437988,
            2.153213
          ],
          "gross_pap_revenue": [
            0.116896,
            0.031859,
            0.080028,
            0.104998,
            0.060739,
            0.095627,
            0.150481
          ],
          "gross_saas_revenue": [
            1.712306,
            1.003361,
            1.195431,
            1.206937,
            1.05102,
            1.342361,
            2.002732
          ],
          "net_revenue": [
            1.8058228000000003,
            1.0288482000000003,
            1.2594534000000004,
            1.2909354000000004,
            1.0996112,
            1.4188626,
            2.1231167999999996
          ],
          "net_pap_revenue": [
            0.0935168,
            0.0254872,
            0.0640224,
            0.0839984,
            0.0485912,
            0.0765016,
            0.1203848
          ],
          "net_saas_revenue": [
            1.7123059999999999,
            1.0033610000000004,
            1.195431,
            1.2069370000000001,
            1.05102,
            1.3423610000000001,
            2.0027320000000004
          ]
        },
        "Brazil": {
          "metric": [
            323,
            255,
            214,
            260,
            217,
            163,
            257
          ],
          "gross_revenue": [
            0.547913,
            0.391668,
            0.263068,
            0.47934,
            0.311311,
            0.323531,
            0.592118
          ],
          "gross_pap_revenue": [
            0.004974,
            0.010689,
            0.005403,
            0.006828,
            0.012018,
            0.006795,
            0.020312
          ],
          "gross_saas_revenue": [
            0.542939,
            0.380979,
            0.257665,
            0.472512,
            0.299293,
            0.316736,
            0.571806
          ],
          "net_revenue": [
            0.5469181999999999,
            0.38953020000000005,
            0.2619874,
            0.47797439999999997,
            0.30890740000000005,
            0.322172,
            0.5880556000000001
          ],
          "net_pap_revenue": [
            0.0039792,
            0.0085512,
            0.0043224,
            0.0054624,
            0.0096144,
            0.005436,
            0.0162496
          ],
          "net_saas_revenue": [
            0.542939,
            0.38097900000000007,
            0.257665,
            0.47251200000000004,
            0.29929300000000003,
            0.316736,
            0.571806
          ]
        },
        "Myanmar": {
          "metric": [
            6,
            7,
            9,
            6,
            10,
            12,
            4
          ],
          "gross_revenue": [
            0.003,
            0,
            0,
            0,
            0.001661,
            0.012968,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.000469,
            0
          ],
          "gross_saas_revenue": [
            0.003,
            0,
            0,
            0,
            0.001661,
            0.012499,
            0
          ],
          "net_revenue": [
            0.003,
            0,
            0,
            0,
            0.0016610000000000001,
            0.012874200000000002,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.0003752,
            0
          ],
          "net_saas_revenue": [
            0.003,
            0,
            0,
            0,
            0.0016610000000000001,
            0.012499000000000001,
            0
          ]
        },
        "Namibia": {
          "metric": [
            10,
            11,
            8,
            17,
            9,
            6,
            8
          ],
          "gross_revenue": [
            0.015436,
            0.010765,
            0.02348,
            0.020168,
            0.018787,
            0.005654,
            0.015788
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.000043,
            0,
            0.000017,
            0
          ],
          "gross_saas_revenue": [
            0.015436,
            0.010765,
            0.02348,
            0.020125,
            0.018787,
            0.005637,
            0.015788
          ],
          "net_revenue": [
            0.015436,
            0.010765,
            0.02348,
            0.0201594,
            0.018786999999999998,
            0.0056505999999999995,
            0.015788000000000003
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0000344,
            0,
            0.0000136,
            0
          ],
          "net_saas_revenue": [
            0.015436,
            0.010765,
            0.02348,
            0.020125,
            0.018786999999999998,
            0.0056370000000000005,
            0.015788000000000003
          ]
        },
        "Botswana": {
          "metric": [
            13,
            10,
            11,
            13,
            29,
            2,
            10
          ],
          "gross_revenue": [
            0.005432,
            0.025289,
            0.019007,
            0.030982,
            0.050265,
            0.000804,
            0.000403
          ],
          "gross_pap_revenue": [
            0,
            0.000073,
            0.000164,
            0.00692,
            0.001719,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.005432,
            0.025216,
            0.018843,
            0.024062,
            0.048546,
            0.000804,
            0.000403
          ],
          "net_revenue": [
            0.005432,
            0.025274399999999995,
            0.0189742,
            0.029598,
            0.049921200000000006,
            0.000804,
            0.000403
          ],
          "net_pap_revenue": [
            0,
            0.0000584,
            0.0001312,
            0.005536,
            0.0013752,
            0,
            0
          ],
          "net_saas_revenue": [
            0.005432,
            0.025215999999999995,
            0.018843000000000002,
            0.024062,
            0.048546000000000006,
            0.000804,
            0.000403
          ]
        },
        "Moldova, Republic of": {
          "metric": [
            10,
            22,
            17,
            31,
            11,
            20,
            45
          ],
          "gross_revenue": [
            0.010155,
            0.024105,
            0.025547,
            0.028262,
            0.015474,
            0.048288,
            0.043814
          ],
          "gross_pap_revenue": [
            0,
            0.00011,
            0.001286,
            0.000083,
            0,
            0.000436,
            0.00405
          ],
          "gross_saas_revenue": [
            0.010155,
            0.023995,
            0.024261,
            0.028179,
            0.015474,
            0.047852,
            0.039764
          ],
          "net_revenue": [
            0.010155,
            0.024083,
            0.0252898,
            0.0282454,
            0.015474,
            0.04820080000000001,
            0.043004
          ],
          "net_pap_revenue": [
            0,
            0.000088,
            0.0010288,
            0.0000664,
            0,
            0.0003488,
            0.00324
          ],
          "net_saas_revenue": [
            0.010155,
            0.023995000000000002,
            0.024261,
            0.028179,
            0.015474,
            0.04785200000000001,
            0.03976400000000001
          ]
        },
        "Jordan": {
          "metric": [
            28,
            37,
            38,
            34,
            25,
            25,
            33
          ],
          "gross_revenue": [
            0.034656,
            0.040543,
            0.042936,
            0.026672,
            0.035085,
            0.011617,
            0.051157
          ],
          "gross_pap_revenue": [
            0,
            0.000392,
            0.000031,
            0.000116,
            0.000099,
            0.000214,
            0
          ],
          "gross_saas_revenue": [
            0.034656,
            0.040151,
            0.042905,
            0.026556,
            0.034986,
            0.011403,
            0.051157
          ],
          "net_revenue": [
            0.03465599999999999,
            0.040464599999999996,
            0.042929800000000004,
            0.0266488,
            0.035065200000000005,
            0.0115742,
            0.05115700000000001
          ],
          "net_pap_revenue": [
            0,
            0.0003136,
            0.0000248,
            0.0000928,
            0.0000792,
            0.0001712,
            0
          ],
          "net_saas_revenue": [
            0.03465599999999999,
            0.040151,
            0.042905000000000006,
            0.026556,
            0.034986,
            0.011403,
            0.05115700000000001
          ]
        },
        "Panama": {
          "metric": [
            14,
            11,
            7,
            7,
            14,
            8,
            12
          ],
          "gross_revenue": [
            0.011228,
            0.00659,
            0.01356,
            0.011697,
            0.012371,
            0.016622,
            0.024681
          ],
          "gross_pap_revenue": [
            0.000155,
            0.000079,
            0.000945,
            0.000477,
            0,
            0.000348,
            0.000533
          ],
          "gross_saas_revenue": [
            0.011073,
            0.006511,
            0.012615,
            0.01122,
            0.012371,
            0.016274,
            0.024148
          ],
          "net_revenue": [
            0.011196999999999999,
            0.0065742000000000005,
            0.013371000000000003,
            0.0116016,
            0.012371,
            0.0165524,
            0.024574400000000003
          ],
          "net_pap_revenue": [
            0.000124,
            0.0000632,
            0.000756,
            0.0003816,
            0,
            0.0002784,
            0.0004264
          ],
          "net_saas_revenue": [
            0.011073,
            0.006511,
            0.012615,
            0.01122,
            0.012371,
            0.016274,
            0.024148000000000003
          ]
        },
        "Guam": {
          "metric": [
            6,
            2,
            null,
            2,
            1,
            null,
            null
          ],
          "gross_revenue": [
            0,
            0,
            null,
            0.0022,
            0,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            null,
            0.0022,
            0,
            null,
            null
          ],
          "net_revenue": [
            0,
            0,
            null,
            0.0021999999999999997,
            0,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            null,
            0.0021999999999999997,
            0,
            null,
            null
          ]
        },
        "Sierra Leone": {
          "metric": [
            2,
            2,
            null,
            1,
            null,
            1,
            null
          ],
          "gross_revenue": [
            0.002205,
            0.002803,
            null,
            0.003,
            null,
            0,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.002205,
            0.002803,
            null,
            0.003,
            null,
            0,
            null
          ],
          "net_revenue": [
            0.002205,
            0.002803,
            null,
            0.003,
            null,
            0,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            0.002205,
            0.002803,
            null,
            0.003,
            null,
            0,
            null
          ]
        },
        "Georgia": {
          "metric": [
            36,
            31,
            35,
            39,
            18,
            26,
            44
          ],
          "gross_revenue": [
            0.027066,
            0.031602,
            0.085335,
            0.020783,
            0.012735,
            0.055833,
            0.073818
          ],
          "gross_pap_revenue": [
            0,
            0.000043,
            0.000471,
            0,
            0,
            0.000147,
            0
          ],
          "gross_saas_revenue": [
            0.027066,
            0.031559,
            0.084864,
            0.020783,
            0.012735,
            0.055686,
            0.073818
          ],
          "net_revenue": [
            0.027066,
            0.0315934,
            0.0852408,
            0.020783000000000003,
            0.012735000000000002,
            0.05580360000000001,
            0.07381800000000001
          ],
          "net_pap_revenue": [
            0,
            0.0000344,
            0.0003768,
            0,
            0,
            0.0001176,
            0
          ],
          "net_saas_revenue": [
            0.027066,
            0.031559000000000004,
            0.08486400000000001,
            0.020783000000000003,
            0.012735000000000002,
            0.055686000000000006,
            0.07381800000000001
          ]
        },
        "Zimbabwe": {
          "metric": [
            16,
            16,
            20,
            36,
            27,
            24,
            29
          ],
          "gross_revenue": [
            0.003801,
            0.020625,
            0.048334,
            0.028524,
            0.013028,
            0.030978,
            0.035131
          ],
          "gross_pap_revenue": [
            0,
            0.000018,
            0,
            0.000039,
            0,
            0.000037,
            0.000388
          ],
          "gross_saas_revenue": [
            0.003801,
            0.020607,
            0.048334,
            0.028485,
            0.013028,
            0.030941,
            0.034743
          ],
          "net_revenue": [
            0.003801,
            0.020621399999999998,
            0.048334,
            0.028516200000000002,
            0.013028000000000001,
            0.0309706,
            0.035053400000000005
          ],
          "net_pap_revenue": [
            0,
            0.0000144,
            0,
            0.0000312,
            0,
            0.0000296,
            0.0003104
          ],
          "net_saas_revenue": [
            0.003801,
            0.020606999999999997,
            0.048334,
            0.028485,
            0.013028000000000001,
            0.030941000000000003,
            0.034743
          ]
        },
        "Monaco": {
          "metric": [
            26,
            20,
            24,
            20,
            8,
            9,
            12
          ],
          "gross_revenue": [
            0.006259,
            0.01446,
            0.020654,
            0.009198,
            0.009004,
            0.017043,
            0.030241
          ],
          "gross_pap_revenue": [
            0.000052,
            0,
            0.001021,
            0.00011,
            0,
            0.000433,
            0.000807
          ],
          "gross_saas_revenue": [
            0.006207,
            0.01446,
            0.019633,
            0.009088,
            0.009004,
            0.01661,
            0.029434
          ],
          "net_revenue": [
            0.0062486,
            0.014459999999999999,
            0.0204498,
            0.009176,
            0.009004,
            0.016956400000000003,
            0.0300796
          ],
          "net_pap_revenue": [
            0.0000416,
            0,
            0.0008168,
            0.000088,
            0,
            0.0003464,
            0.0006456
          ],
          "net_saas_revenue": [
            0.006206999999999999,
            0.014459999999999999,
            0.019632999999999998,
            0.009088,
            0.009004,
            0.01661,
            0.029434000000000002
          ]
        },
        "Martinique": {
          "metric": [
            5,
            1,
            1,
            1,
            1,
            null,
            null
          ],
          "gross_revenue": [
            0.008402,
            0,
            0.000404,
            0.000408,
            0.001,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            0.008402,
            0,
            0.000404,
            0.000408,
            0.001,
            null,
            null
          ],
          "net_revenue": [
            0.008402,
            0,
            0.000404,
            0.000408,
            0.001,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            0.008402,
            0,
            0.000404,
            0.000408,
            0.001,
            null,
            null
          ]
        },
        "Indonesia": {
          "metric": [
            236,
            244,
            275,
            253,
            281,
            189,
            261
          ],
          "gross_revenue": [
            0.22378,
            0.203173,
            0.290978,
            0.152013,
            0.233672,
            0.195191,
            0.236973
          ],
          "gross_pap_revenue": [
            0.000982,
            0.000343,
            0.002115,
            0.002046,
            0.00183,
            0.000823,
            0.002843
          ],
          "gross_saas_revenue": [
            0.222798,
            0.20283,
            0.288863,
            0.149967,
            0.231842,
            0.194368,
            0.23413
          ],
          "net_revenue": [
            0.22358360000000008,
            0.20310440000000007,
            0.29055500000000006,
            0.1516038,
            0.23330599999999996,
            0.19502640000000004,
            0.23640439999999996
          ],
          "net_pap_revenue": [
            0.0007856,
            0.0002744,
            0.001692,
            0.0016368,
            0.001464,
            0.0006584,
            0.0022744
          ],
          "net_saas_revenue": [
            0.22279800000000005,
            0.20283000000000007,
            0.28886300000000004,
            0.14996700000000002,
            0.23184199999999996,
            0.19436800000000004,
            0.23413
          ]
        },
        "Slovenia": {
          "metric": [
            330,
            380,
            376,
            336,
            388,
            284,
            372
          ],
          "gross_revenue": [
            0.797738,
            0.948439,
            0.667705,
            0.642284,
            0.766826,
            0.759796,
            0.948242
          ],
          "gross_pap_revenue": [
            0.012801,
            0.070169,
            0.067469,
            0.011332,
            0.016086,
            0.020876,
            0.017384
          ],
          "gross_saas_revenue": [
            0.784937,
            0.87827,
            0.600236,
            0.630952,
            0.75074,
            0.73892,
            0.930858
          ],
          "net_revenue": [
            0.7951778000000003,
            0.9344052000000004,
            0.6542112000000002,
            0.6400176000000001,
            0.7636088000000001,
            0.7556208000000002,
            0.9447651999999999
          ],
          "net_pap_revenue": [
            0.0102408,
            0.0561352,
            0.0539752,
            0.0090656,
            0.0128688,
            0.0167008,
            0.0139072
          ],
          "net_saas_revenue": [
            0.7849370000000001,
            0.8782700000000002,
            0.6002360000000001,
            0.6309520000000001,
            0.75074,
            0.7389200000000002,
            0.930858
          ]
        },
        "Bulgaria": {
          "metric": [
            286,
            298,
            250,
            349,
            313,
            231,
            354
          ],
          "gross_revenue": [
            0.549628,
            0.517758,
            0.315295,
            0.430955,
            0.522646,
            0.379315,
            0.660844
          ],
          "gross_pap_revenue": [
            0.019219,
            0.007634,
            0.022109,
            0.053803,
            0.069346,
            0.015456,
            0.022351
          ],
          "gross_saas_revenue": [
            0.530409,
            0.510124,
            0.293186,
            0.377152,
            0.4533,
            0.363859,
            0.638493
          ],
          "net_revenue": [
            0.5457842000000002,
            0.5162311999999999,
            0.3108732,
            0.42019439999999997,
            0.5087768,
            0.3762238,
            0.6563738000000001
          ],
          "net_pap_revenue": [
            0.0153752,
            0.0061072,
            0.0176872,
            0.0430424,
            0.0554768,
            0.0123648,
            0.0178808
          ],
          "net_saas_revenue": [
            0.530409,
            0.5101239999999998,
            0.29318599999999995,
            0.37715200000000004,
            0.4532999999999999,
            0.363859,
            0.6384930000000002
          ]
        },
        "Switzerland": {
          "metric": [
            616,
            752,
            662,
            873,
            450,
            483,
            815
          ],
          "gross_revenue": [
            2.420422,
            3.433307,
            2.93334,
            3.414335,
            2.082474,
            2.622445,
            3.794279
          ],
          "gross_pap_revenue": [
            0.065945,
            0.08212,
            0.082494,
            0.174858,
            0.166749,
            0.223185,
            0.237687
          ],
          "gross_saas_revenue": [
            2.354477,
            3.351187,
            2.850846,
            3.239477,
            1.915725,
            2.39926,
            3.556592
          ],
          "net_revenue": [
            2.407233000000001,
            3.416883,
            2.9168412,
            3.3793634,
            2.0491242,
            2.577808,
            3.7467416
          ],
          "net_pap_revenue": [
            0.052756,
            0.065696,
            0.0659952,
            0.1398864,
            0.1333992,
            0.178548,
            0.1901496
          ],
          "net_saas_revenue": [
            2.3544770000000006,
            3.3511869999999995,
            2.8508459999999998,
            3.2394769999999995,
            1.9157250000000003,
            2.39926,
            3.5565919999999993
          ]
        },
        "Malawi": {
          "metric": [
            8,
            3,
            9,
            3,
            5,
            6,
            7
          ],
          "gross_revenue": [
            0.008401,
            0.000402,
            0.036713,
            0.001436,
            0.009403,
            0.016122,
            0.003575
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000082,
            0.001436,
            0,
            0.001914,
            0.000372
          ],
          "gross_saas_revenue": [
            0.008401,
            0.000402,
            0.036631,
            0,
            0.009403,
            0.014208,
            0.003203
          ],
          "net_revenue": [
            0.008401,
            0.000402,
            0.0366966,
            0.0011488,
            0.009403000000000002,
            0.015739200000000002,
            0.0035006
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000656,
            0.0011488,
            0,
            0.0015312,
            0.0002976
          ],
          "net_saas_revenue": [
            0.008401,
            0.000402,
            0.036631000000000004,
            0,
            0.009403000000000002,
            0.014208000000000002,
            0.003203
          ]
        },
        "Poland": {
          "metric": [
            763,
            878,
            957,
            1142,
            762,
            626,
            732
          ],
          "gross_revenue": [
            1.392045,
            1.415079,
            1.740085,
            1.840291,
            1.204344,
            1.511244,
            1.847272
          ],
          "gross_pap_revenue": [
            0.061852,
            0.038986,
            0.064196,
            0.061648,
            0.131705,
            0.060973,
            0.108509
          ],
          "gross_saas_revenue": [
            1.330193,
            1.376093,
            1.675889,
            1.778643,
            1.072639,
            1.450271,
            1.738763
          ],
          "net_revenue": [
            1.3796746000000002,
            1.4072818,
            1.7272458000000002,
            1.8279613999999997,
            1.1780029999999997,
            1.4990494000000005,
            1.825570200000001
          ],
          "net_pap_revenue": [
            0.0494816,
            0.0311888,
            0.0513568,
            0.0493184,
            0.105364,
            0.0487784,
            0.0868072
          ],
          "net_saas_revenue": [
            1.3301930000000002,
            1.376093,
            1.6758890000000004,
            1.7786430000000002,
            1.0726389999999997,
            1.4502710000000005,
            1.738763000000001
          ]
        },
        "Czech Republic": {
          "metric": [
            483,
            530,
            501,
            566,
            359,
            461,
            523
          ],
          "gross_revenue": [
            1.278697,
            1.389092,
            1.10737,
            1.206894,
            0.87405,
            1.15294,
            1.301591
          ],
          "gross_pap_revenue": [
            0.02086,
            0.020453,
            0.065274,
            0.022562,
            0.049001,
            0.057487,
            0.058121
          ],
          "gross_saas_revenue": [
            1.257837,
            1.368639,
            1.042096,
            1.184332,
            0.825049,
            1.095453,
            1.24347
          ],
          "net_revenue": [
            1.2745250000000004,
            1.3850014,
            1.0943152000000003,
            1.2023816,
            0.8642497999999998,
            1.1414425999999998,
            1.2899668000000002
          ],
          "net_pap_revenue": [
            0.016688,
            0.0163624,
            0.0522192,
            0.0180496,
            0.0392008,
            0.0459896,
            0.0464968
          ],
          "net_saas_revenue": [
            1.257837,
            1.3686390000000002,
            1.042096,
            1.1843320000000004,
            0.825049,
            1.095453,
            1.24347
          ]
        },
        "Burkina Faso": {
          "metric": [
            2,
            1,
            1,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            null,
            null,
            null,
            null
          ]
        },
        "Cyprus": {
          "metric": [
            229,
            271,
            217,
            292,
            255,
            217,
            315
          ],
          "gross_revenue": [
            0.432836,
            0.451156,
            0.325052,
            0.438201,
            0.384938,
            0.485338,
            0.57419
          ],
          "gross_pap_revenue": [
            0.016905,
            0.03359,
            0.006938,
            0.00969,
            0.04129,
            0.007904,
            0.053191
          ],
          "gross_saas_revenue": [
            0.415931,
            0.417566,
            0.318114,
            0.428511,
            0.343648,
            0.477434,
            0.520999
          ],
          "net_revenue": [
            0.429455,
            0.444438,
            0.3236644000000001,
            0.43626299999999996,
            0.37668,
            0.4837571999999999,
            0.5635518
          ],
          "net_pap_revenue": [
            0.013524,
            0.026872,
            0.0055504,
            0.007752,
            0.033032,
            0.0063232,
            0.0425528
          ],
          "net_saas_revenue": [
            0.41593099999999994,
            0.4175660000000001,
            0.318114,
            0.42851100000000003,
            0.34364800000000006,
            0.4774339999999999,
            0.520999
          ]
        },
        "Lao People's Democratic Republic": {
          "metric": [
            10,
            11,
            4,
            null,
            5,
            5,
            3
          ],
          "gross_revenue": [
            0.004,
            0.012936,
            0,
            null,
            0.001,
            0.012769,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.004,
            0.012936,
            0,
            null,
            0.001,
            0.012769,
            0
          ],
          "net_revenue": [
            0.004,
            0.012936,
            0,
            null,
            0.001,
            0.012768999999999999,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.004,
            0.012936,
            0,
            null,
            0.001,
            0.012768999999999999,
            0
          ]
        },
        "Uruguay": {
          "metric": [
            16,
            22,
            18,
            27,
            23,
            14,
            19
          ],
          "gross_revenue": [
            0.078537,
            0.04422,
            0.020387,
            0.03766,
            0.038745,
            0.009312,
            0.009516
          ],
          "gross_pap_revenue": [
            0.000354,
            0,
            0.000035,
            0,
            0.000126,
            0.000437,
            0
          ],
          "gross_saas_revenue": [
            0.078183,
            0.04422,
            0.020352,
            0.03766,
            0.038619,
            0.008875,
            0.009516
          ],
          "net_revenue": [
            0.07846619999999999,
            0.04421999999999999,
            0.02038,
            0.03765999999999999,
            0.0387198,
            0.0092246,
            0.009516
          ],
          "net_pap_revenue": [
            0.0002832,
            0,
            0.000028,
            0,
            0.0001008,
            0.0003496,
            0
          ],
          "net_saas_revenue": [
            0.07818299999999997,
            0.04421999999999999,
            0.020352,
            0.03765999999999999,
            0.038619,
            0.008875,
            0.009516
          ]
        },
        "Slovakia": {
          "metric": [
            240,
            279,
            284,
            276,
            235,
            164,
            334
          ],
          "gross_revenue": [
            0.373036,
            0.591251,
            0.675671,
            0.570599,
            0.464218,
            0.367668,
            0.644804
          ],
          "gross_pap_revenue": [
            0.020485,
            0.013137,
            0.010617,
            0.022316,
            0.033869,
            0.00392,
            0.011312
          ],
          "gross_saas_revenue": [
            0.352551,
            0.578114,
            0.665054,
            0.548283,
            0.430349,
            0.363748,
            0.633492
          ],
          "net_revenue": [
            0.3689390000000001,
            0.5886236,
            0.6735476000000001,
            0.5661358,
            0.4574442,
            0.36688399999999993,
            0.6425415999999998
          ],
          "net_pap_revenue": [
            0.016388,
            0.0105096,
            0.0084936,
            0.0178528,
            0.0270952,
            0.003136,
            0.0090496
          ],
          "net_saas_revenue": [
            0.35255100000000006,
            0.5781140000000001,
            0.6650540000000001,
            0.548283,
            0.43034900000000004,
            0.36374799999999996,
            0.6334919999999998
          ]
        },
        "Cuba": {
          "metric": [
            1,
            2,
            1,
            null,
            1,
            1,
            2
          ],
          "gross_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            null,
            0,
            0,
            0
          ]
        },
        "Chile": {
          "metric": [
            47,
            58,
            66,
            66,
            68,
            56,
            69
          ],
          "gross_revenue": [
            0.158637,
            0.125359,
            0.082359,
            0.074444,
            0.124765,
            0.093616,
            0.057794
          ],
          "gross_pap_revenue": [
            0.000677,
            0.004634,
            0.002172,
            0.00088,
            0.001144,
            0.002938,
            0.001168
          ],
          "gross_saas_revenue": [
            0.15796,
            0.120725,
            0.080187,
            0.073564,
            0.123621,
            0.090678,
            0.056626
          ],
          "net_revenue": [
            0.1585016,
            0.1244322,
            0.0819246,
            0.07426799999999999,
            0.12453620000000001,
            0.09302839999999998,
            0.0575604
          ],
          "net_pap_revenue": [
            0.0005416,
            0.0037072,
            0.0017376,
            0.000704,
            0.0009152,
            0.0023504,
            0.0009344
          ],
          "net_saas_revenue": [
            0.15796000000000002,
            0.12072500000000001,
            0.080187,
            0.073564,
            0.12362100000000001,
            0.09067799999999997,
            0.056625999999999996
          ]
        },
        "Korea, Republic of": {
          "metric": [
            165,
            145,
            220,
            287,
            226,
            225,
            218
          ],
          "gross_revenue": [
            0.414816,
            0.345862,
            0.428823,
            0.365647,
            0.249766,
            0.367103,
            0.402491
          ],
          "gross_pap_revenue": [
            0.00651,
            0.011123,
            0.00843,
            0.01352,
            0.016055,
            0.007391,
            0.011118
          ],
          "gross_saas_revenue": [
            0.408306,
            0.334739,
            0.420393,
            0.352127,
            0.233711,
            0.359712,
            0.391373
          ],
          "net_revenue": [
            0.413514,
            0.34363740000000004,
            0.42713700000000004,
            0.362943,
            0.24655500000000002,
            0.3656248000000001,
            0.40026740000000005
          ],
          "net_pap_revenue": [
            0.005208,
            0.0088984,
            0.006744,
            0.010816,
            0.012844,
            0.0059128,
            0.0088944
          ],
          "net_saas_revenue": [
            0.40830600000000006,
            0.33473899999999995,
            0.42039300000000007,
            0.352127,
            0.23371100000000003,
            0.35971200000000003,
            0.3913730000000001
          ]
        },
        "Japan": {
          "metric": [
            785,
            665,
            725,
            658,
            475,
            513,
            636
          ],
          "gross_revenue": [
            1.2487,
            1.098746,
            1.049502,
            1.253823,
            0.675554,
            0.671248,
            1.249517
          ],
          "gross_pap_revenue": [
            0.022117,
            0.026176,
            0.021451,
            0.021217,
            0.020105,
            0.021967,
            0.024716
          ],
          "gross_saas_revenue": [
            1.226583,
            1.07257,
            1.028051,
            1.232606,
            0.655449,
            0.649281,
            1.224801
          ],
          "net_revenue": [
            1.2442766,
            1.0935108000000004,
            1.0452118000000001,
            1.2495796000000001,
            0.6715330000000003,
            0.6668546000000001,
            1.2445738000000002
          ],
          "net_pap_revenue": [
            0.0176936,
            0.0209408,
            0.0171608,
            0.0169736,
            0.016084,
            0.0175736,
            0.0197728
          ],
          "net_saas_revenue": [
            1.226583,
            1.07257,
            1.0280509999999998,
            1.232606,
            0.6554490000000002,
            0.6492810000000001,
            1.224801
          ]
        },
        "Hungary": {
          "metric": [
            514,
            474,
            443,
            453,
            381,
            350,
            413
          ],
          "gross_revenue": [
            0.956024,
            1.135789,
            0.985878,
            0.858684,
            0.710852,
            0.799038,
            0.952251
          ],
          "gross_pap_revenue": [
            0.007513,
            0.018265,
            0.042233,
            0.025595,
            0.021746,
            0.025589,
            0.031441
          ],
          "gross_saas_revenue": [
            0.948511,
            1.117524,
            0.943645,
            0.833089,
            0.689106,
            0.773449,
            0.92081
          ],
          "net_revenue": [
            0.9545214000000001,
            1.1321359999999994,
            0.9774314000000003,
            0.8535649999999997,
            0.7065028,
            0.7939202000000001,
            0.9459628
          ],
          "net_pap_revenue": [
            0.0060104,
            0.014612,
            0.0337864,
            0.020476,
            0.0173968,
            0.0204712,
            0.0251528
          ],
          "net_saas_revenue": [
            0.9485110000000001,
            1.1175239999999995,
            0.9436450000000003,
            0.8330889999999997,
            0.6891059999999998,
            0.773449,
            0.9208100000000001
          ]
        },
        "Kuwait": {
          "metric": [
            38,
            32,
            41,
            46,
            33,
            34,
            62
          ],
          "gross_revenue": [
            0.099134,
            0.044833,
            0.120322,
            0.064679,
            0.071088,
            0.051301,
            0.117115
          ],
          "gross_pap_revenue": [
            0.001492,
            0.000163,
            0.001105,
            0.000253,
            0,
            0.0002,
            0.004759
          ],
          "gross_saas_revenue": [
            0.097642,
            0.04467,
            0.119217,
            0.064426,
            0.071088,
            0.051101,
            0.112356
          ],
          "net_revenue": [
            0.0988356,
            0.0448004,
            0.12010100000000001,
            0.06462840000000002,
            0.071088,
            0.05126100000000001,
            0.1161632
          ],
          "net_pap_revenue": [
            0.0011936,
            0.0001304,
            0.000884,
            0.0002024,
            0,
            0.00016,
            0.0038072
          ],
          "net_saas_revenue": [
            0.09764199999999999,
            0.044669999999999994,
            0.119217,
            0.06442600000000002,
            0.071088,
            0.05110100000000001,
            0.112356
          ]
        },
        "Ecuador": {
          "metric": [
            7,
            7,
            11,
            18,
            16,
            10,
            9
          ],
          "gross_revenue": [
            0.013624,
            0.032195,
            0.032634,
            0.00984,
            0.002403,
            0.032995,
            0.00863
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.000032,
            0,
            0.000315,
            0.000018
          ],
          "gross_saas_revenue": [
            0.013624,
            0.032195,
            0.032634,
            0.009808,
            0.002403,
            0.03268,
            0.008612
          ],
          "net_revenue": [
            0.013624,
            0.032194999999999994,
            0.032633999999999996,
            0.0098336,
            0.002403,
            0.032931999999999996,
            0.0086264
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0000256,
            0,
            0.000252,
            0.0000144
          ],
          "net_saas_revenue": [
            0.013624,
            0.032194999999999994,
            0.032633999999999996,
            0.009808,
            0.002403,
            0.032679999999999994,
            0.008612
          ]
        },
        "Ethiopia": {
          "metric": [
            4,
            16,
            13,
            16,
            17,
            6,
            12
          ],
          "gross_revenue": [
            0.005402,
            0.010663,
            0.017966,
            0.008057,
            0.006401,
            0.00307,
            0.009095
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.00307,
            0.000504
          ],
          "gross_saas_revenue": [
            0.005402,
            0.010663,
            0.017966,
            0.008057,
            0.006401,
            0,
            0.008591
          ],
          "net_revenue": [
            0.0054020000000000006,
            0.010663,
            0.017966,
            0.008057,
            0.0064010000000000004,
            0.002456,
            0.0089942
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.002456,
            0.0004032
          ],
          "net_saas_revenue": [
            0.0054020000000000006,
            0.010663,
            0.017966,
            0.008057,
            0.0064010000000000004,
            0,
            0.008591000000000001
          ]
        },
        "Uzbekistan": {
          "metric": [
            17,
            12,
            9,
            20,
            9,
            4,
            8
          ],
          "gross_revenue": [
            0.026335,
            0.013759,
            0.04711,
            0.02542,
            0.018674,
            0,
            0.014837
          ],
          "gross_pap_revenue": [
            0.012853,
            0.005514,
            0,
            0.0019,
            0.004336,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.013482,
            0.008245,
            0.04711,
            0.02352,
            0.014338,
            0,
            0.014837
          ],
          "net_revenue": [
            0.023764399999999995,
            0.0126562,
            0.047109999999999985,
            0.025039999999999993,
            0.0178068,
            0,
            0.014837
          ],
          "net_pap_revenue": [
            0.0102824,
            0.0044112,
            0,
            0.00152,
            0.0034688,
            0,
            0
          ],
          "net_saas_revenue": [
            0.013482,
            0.008245,
            0.047109999999999985,
            0.023519999999999992,
            0.014338,
            0,
            0.014837
          ]
        },
        "Guatemala": {
          "metric": [
            7,
            7,
            2,
            2,
            5,
            6,
            3
          ],
          "gross_revenue": [
            0.005288,
            0.005399,
            0,
            0.004654,
            0.000403,
            0.005569,
            0.001867
          ],
          "gross_pap_revenue": [
            0.000886,
            0,
            0,
            0.001654,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.004402,
            0.005399,
            0,
            0.003,
            0.000403,
            0.005569,
            0.001867
          ],
          "net_revenue": [
            0.0051108,
            0.005399,
            0,
            0.0043232,
            0.000403,
            0.005569,
            0.0018670000000000002
          ],
          "net_pap_revenue": [
            0.0007088,
            0,
            0,
            0.0013232,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.004402,
            0.005399,
            0,
            0.003,
            0.000403,
            0.005569,
            0.0018670000000000002
          ]
        },
        "Colombia": {
          "metric": [
            31,
            49,
            50,
            52,
            72,
            38,
            63
          ],
          "gross_revenue": [
            0.030422,
            0.067247,
            0.088415,
            0.077605,
            0.073605,
            0.048314,
            0.046168
          ],
          "gross_pap_revenue": [
            0,
            0.00029,
            0.002628,
            0.000079,
            0,
            0,
            0.000137
          ],
          "gross_saas_revenue": [
            0.030422,
            0.066957,
            0.085787,
            0.077526,
            0.073605,
            0.048314,
            0.046031
          ],
          "net_revenue": [
            0.030422000000000005,
            0.06718899999999998,
            0.08788939999999999,
            0.0775892,
            0.073605,
            0.048314,
            0.0461406
          ],
          "net_pap_revenue": [
            0,
            0.000232,
            0.0021024,
            0.0000632,
            0,
            0,
            0.0001096
          ],
          "net_saas_revenue": [
            0.030422000000000005,
            0.06695699999999999,
            0.08578699999999999,
            0.077526,
            0.073605,
            0.048314,
            0.046030999999999996
          ]
        },
        "Albania": {
          "metric": [
            68,
            55,
            95,
            95,
            59,
            59,
            77
          ],
          "gross_revenue": [
            0.102492,
            0.066767,
            0.092765,
            0.143529,
            0.096996,
            0.099923,
            0.113028
          ],
          "gross_pap_revenue": [
            0.039243,
            0.000071,
            0.000368,
            0.020075,
            0.000176,
            0,
            0.00059
          ],
          "gross_saas_revenue": [
            0.063249,
            0.066696,
            0.092397,
            0.123454,
            0.09682,
            0.099923,
            0.112438
          ],
          "net_revenue": [
            0.0946434,
            0.0667528,
            0.09269140000000001,
            0.139514,
            0.0969608,
            0.099923,
            0.11291000000000001
          ],
          "net_pap_revenue": [
            0.0313944,
            0.0000568,
            0.0002944,
            0.01606,
            0.0001408,
            0,
            0.000472
          ],
          "net_saas_revenue": [
            0.063249,
            0.066696,
            0.09239699999999999,
            0.12345399999999998,
            0.09681999999999999,
            0.099923,
            0.11243800000000001
          ]
        },
        "Luxembourg": {
          "metric": [
            165,
            158,
            128,
            142,
            111,
            121,
            127
          ],
          "gross_revenue": [
            0.681749,
            0.523134,
            0.290137,
            0.392196,
            0.261421,
            0.564201,
            0.279964
          ],
          "gross_pap_revenue": [
            0.027473,
            0.040381,
            0.006976,
            0.045107,
            0.017909,
            0.078975,
            0.004344
          ],
          "gross_saas_revenue": [
            0.654276,
            0.482753,
            0.283161,
            0.347089,
            0.243512,
            0.485226,
            0.27562
          ],
          "net_revenue": [
            0.6762544,
            0.5150578000000001,
            0.28874180000000005,
            0.3831746,
            0.2578391999999999,
            0.5484060000000001,
            0.27909520000000004
          ],
          "net_pap_revenue": [
            0.0219784,
            0.0323048,
            0.0055808,
            0.0360856,
            0.0143272,
            0.06318,
            0.0034752
          ],
          "net_saas_revenue": [
            0.654276,
            0.48275300000000004,
            0.28316100000000005,
            0.347089,
            0.24351199999999995,
            0.4852260000000001,
            0.27562000000000003
          ]
        },
        "Ukraine": {
          "metric": [
            368,
            215,
            183,
            176,
            168,
            153,
            167
          ],
          "gross_revenue": [
            0.318322,
            0.196466,
            0.180971,
            0.211504,
            0.13674,
            0.137822,
            0.240674
          ],
          "gross_pap_revenue": [
            0.010915,
            0.001103,
            0.008287,
            0.001352,
            0.003203,
            0.003167,
            0.006681
          ],
          "gross_saas_revenue": [
            0.307407,
            0.195363,
            0.172684,
            0.210152,
            0.133537,
            0.134655,
            0.233993
          ],
          "net_revenue": [
            0.316139,
            0.19624540000000001,
            0.17931360000000002,
            0.21123360000000002,
            0.13609939999999998,
            0.1371886,
            0.23933780000000002
          ],
          "net_pap_revenue": [
            0.008732,
            0.0008824,
            0.0066296,
            0.0010816,
            0.0025624,
            0.0025336,
            0.0053448
          ],
          "net_saas_revenue": [
            0.307407,
            0.19536300000000004,
            0.172684,
            0.21015200000000003,
            0.133537,
            0.13465500000000002,
            0.233993
          ]
        },
        "Cayman Islands": {
          "metric": [
            61,
            34,
            28,
            33,
            24,
            11,
            29
          ],
          "gross_revenue": [
            0.050174,
            0.049912,
            0.04421,
            0.057108,
            0.062686,
            0.020143,
            0.048031
          ],
          "gross_pap_revenue": [
            0.00105,
            0.000356,
            0.000208,
            0.000121,
            0.000761,
            0.000127,
            0.000813
          ],
          "gross_saas_revenue": [
            0.049124,
            0.049556,
            0.044002,
            0.056987,
            0.061925,
            0.020016,
            0.047218
          ],
          "net_revenue": [
            0.049964,
            0.04984080000000001,
            0.044168400000000003,
            0.05708380000000001,
            0.06253380000000001,
            0.020117600000000003,
            0.0478684
          ],
          "net_pap_revenue": [
            0.00084,
            0.0002848,
            0.0001664,
            0.0000968,
            0.0006088,
            0.0001016,
            0.0006504
          ],
          "net_saas_revenue": [
            0.049123999999999994,
            0.04955600000000001,
            0.044002000000000006,
            0.05698700000000001,
            0.06192500000000002,
            0.020016000000000003,
            0.047218
          ]
        },
        "Madagascar": {
          "metric": [
            1,
            51,
            1,
            27,
            1,
            null,
            2
          ],
          "gross_revenue": [
            0.001,
            0.064007,
            0,
            0.0352,
            0,
            null,
            0.007
          ],
          "gross_pap_revenue": [
            0,
            0.003833,
            0,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            0.001,
            0.060174,
            0,
            0.0352,
            0,
            null,
            0.007
          ],
          "net_revenue": [
            0.001,
            0.0632404,
            0,
            0.035199999999999995,
            0,
            null,
            0.007
          ],
          "net_pap_revenue": [
            0,
            0.0030664,
            0,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            0.001,
            0.060174,
            0,
            0.035199999999999995,
            0,
            null,
            0.007
          ]
        },
        "Cambodia": {
          "metric": [
            16,
            20,
            25,
            19,
            26,
            22,
            21
          ],
          "gross_revenue": [
            0.008746,
            0.025294,
            0.046988,
            0.022212,
            0.012631,
            0.02932,
            0.011015
          ],
          "gross_pap_revenue": [
            0,
            0.000081,
            0.00349,
            0,
            0,
            0.001947,
            0
          ],
          "gross_saas_revenue": [
            0.008746,
            0.025213,
            0.043498,
            0.022212,
            0.012631,
            0.027373,
            0.011015
          ],
          "net_revenue": [
            0.008746,
            0.025277799999999996,
            0.04629,
            0.022211999999999996,
            0.012631,
            0.0289306,
            0.011015000000000002
          ],
          "net_pap_revenue": [
            0,
            0.0000648,
            0.002792,
            0,
            0,
            0.0015576,
            0
          ],
          "net_saas_revenue": [
            0.008746,
            0.025213,
            0.04349799999999999,
            0.022211999999999996,
            0.012631,
            0.027372999999999998,
            0.011015000000000002
          ]
        },
        "Netherlands": {
          "metric": [
            1641,
            1541,
            1595,
            1551,
            1204,
            1105,
            1573
          ],
          "gross_revenue": [
            3.811453,
            3.493014,
            3.576372,
            3.313462,
            3.246519,
            2.651986,
            3.353089
          ],
          "gross_pap_revenue": [
            0.087793,
            0.203725,
            0.335517,
            0.190954,
            0.173109,
            0.150004,
            0.203951
          ],
          "gross_saas_revenue": [
            3.72366,
            3.289289,
            3.240855,
            3.122508,
            3.07341,
            2.501982,
            3.149138
          ],
          "net_revenue": [
            3.7938944000000006,
            3.4522690000000007,
            3.5092686,
            3.2752712,
            3.211897199999999,
            2.6219852000000006,
            3.3122987999999993
          ],
          "net_pap_revenue": [
            0.0702344,
            0.16298,
            0.2684136,
            0.1527632,
            0.1384872,
            0.1200032,
            0.1631608
          ],
          "net_saas_revenue": [
            3.7236600000000006,
            3.289289,
            3.240855,
            3.1225080000000003,
            3.0734099999999995,
            2.501982,
            3.1491379999999993
          ]
        },
        "South Africa": {
          "metric": [
            677,
            692,
            704,
            655,
            425,
            390,
            743
          ],
          "gross_revenue": [
            1.235516,
            1.123865,
            1.187658,
            1.081282,
            0.874001,
            0.770002,
            1.528516
          ],
          "gross_pap_revenue": [
            0.087984,
            0.08097,
            0.048971,
            0.071082,
            0.077441,
            0.049288,
            0.122523
          ],
          "gross_saas_revenue": [
            1.147532,
            1.042895,
            1.138687,
            1.0102,
            0.79656,
            0.720714,
            1.405993
          ],
          "net_revenue": [
            1.2179191999999999,
            1.1076710000000003,
            1.1778637999999997,
            1.0670655999999998,
            0.8585128,
            0.7601444000000002,
            1.5040114000000009
          ],
          "net_pap_revenue": [
            0.0703872,
            0.064776,
            0.0391768,
            0.0568656,
            0.0619528,
            0.0394304,
            0.0980184
          ],
          "net_saas_revenue": [
            1.1475319999999998,
            1.0428950000000003,
            1.1386869999999998,
            1.0102000000000002,
            0.7965600000000002,
            0.7207140000000001,
            1.4059930000000007
          ]
        },
        "Croatia": {
          "metric": [
            470,
            420,
            411,
            512,
            410,
            352,
            543
          ],
          "gross_revenue": [
            0.878331,
            0.824389,
            0.552107,
            0.977469,
            0.609696,
            0.628338,
            1.133959
          ],
          "gross_pap_revenue": [
            0.041264,
            0.130327,
            0.015805,
            0.013337,
            0.023631,
            0.017955,
            0.034399
          ],
          "gross_saas_revenue": [
            0.837067,
            0.694062,
            0.536302,
            0.964132,
            0.586065,
            0.610383,
            1.09956
          ],
          "net_revenue": [
            0.8700781999999998,
            0.7983236000000001,
            0.548946,
            0.9748015999999999,
            0.6049698,
            0.6247469999999999,
            1.1270792
          ],
          "net_pap_revenue": [
            0.0330112,
            0.1042616,
            0.012644,
            0.0106696,
            0.0189048,
            0.014364,
            0.0275192
          ],
          "net_saas_revenue": [
            0.837067,
            0.6940620000000002,
            0.5363020000000001,
            0.9641320000000001,
            0.5860650000000002,
            0.6103829999999999,
            1.09956
          ]
        },
        "Mauritius": {
          "metric": [
            30,
            34,
            33,
            49,
            28,
            29,
            37
          ],
          "gross_revenue": [
            0.093958,
            0.08783,
            0.086048,
            0.065216,
            0.051103,
            0.04014,
            0.051965
          ],
          "gross_pap_revenue": [
            0.000459,
            0.000854,
            0.000966,
            0.002059,
            0.000082,
            0,
            0.000349
          ],
          "gross_saas_revenue": [
            0.093499,
            0.086976,
            0.085082,
            0.063157,
            0.051021,
            0.04014,
            0.051616
          ],
          "net_revenue": [
            0.09386619999999998,
            0.08765920000000002,
            0.08585480000000002,
            0.0648042,
            0.051086599999999996,
            0.04014,
            0.051895199999999995
          ],
          "net_pap_revenue": [
            0.0003672,
            0.0006832,
            0.0007728,
            0.0016472,
            0.0000656,
            0,
            0.0002792
          ],
          "net_saas_revenue": [
            0.09349899999999998,
            0.08697600000000001,
            0.08508200000000002,
            0.06315699999999999,
            0.051021,
            0.04014,
            0.051615999999999995
          ]
        },
        "Oman": {
          "metric": [
            18,
            7,
            23,
            26,
            36,
            29,
            33
          ],
          "gross_revenue": [
            0.011483,
            0.004847,
            0.053402,
            0.05198,
            0.134898,
            0.038171,
            0.048176
          ],
          "gross_pap_revenue": [
            0.000211,
            0,
            0.001628,
            0.000573,
            0.075652,
            0.001445,
            0.001199
          ],
          "gross_saas_revenue": [
            0.011272,
            0.004847,
            0.051774,
            0.051407,
            0.059246,
            0.036726,
            0.046977
          ],
          "net_revenue": [
            0.011440800000000001,
            0.004847000000000001,
            0.053076399999999996,
            0.051865399999999985,
            0.11976760000000002,
            0.037882,
            0.047936200000000005
          ],
          "net_pap_revenue": [
            0.0001688,
            0,
            0.0013024,
            0.0004584,
            0.0605216,
            0.001156,
            0.0009592
          ],
          "net_saas_revenue": [
            0.011272,
            0.004847000000000001,
            0.051774,
            0.05140699999999999,
            0.05924600000000001,
            0.03672600000000001,
            0.046977000000000005
          ]
        },
        "Finland": {
          "metric": [
            692,
            771,
            729,
            766,
            544,
            483,
            788
          ],
          "gross_revenue": [
            1.581346,
            1.711768,
            1.410207,
            1.414079,
            0.977147,
            1.082645,
            1.824188
          ],
          "gross_pap_revenue": [
            0.032085,
            0.081283,
            0.049113,
            0.078501,
            0.047462,
            0.034272,
            0.096644
          ],
          "gross_saas_revenue": [
            1.549261,
            1.630485,
            1.361094,
            1.335578,
            0.929685,
            1.048373,
            1.727544
          ],
          "net_revenue": [
            1.5749290000000002,
            1.6955114000000004,
            1.4003843999999999,
            1.3983788000000001,
            0.9676545999999999,
            1.0757906000000004,
            1.8048591999999999
          ],
          "net_pap_revenue": [
            0.025668,
            0.0650264,
            0.0392904,
            0.0628008,
            0.0379696,
            0.0274176,
            0.0773152
          ],
          "net_saas_revenue": [
            1.5492610000000004,
            1.6304850000000002,
            1.361094,
            1.3355780000000002,
            0.9296849999999999,
            1.0483730000000004,
            1.727544
          ]
        },
        "Mongolia": {
          "metric": [
            7,
            9,
            8,
            6,
            4,
            9,
            17
          ],
          "gross_revenue": [
            0.015015,
            0.017186,
            0.004,
            0.004,
            0.006,
            0.001403,
            0.024014
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.015015,
            0.017186,
            0.004,
            0.004,
            0.006,
            0.001403,
            0.024014
          ],
          "net_revenue": [
            0.015015,
            0.017186,
            0.004,
            0.004,
            0.006,
            0.001403,
            0.024014
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.015015,
            0.017186,
            0.004,
            0.004,
            0.006,
            0.001403,
            0.024014
          ]
        },
        "Egypt": {
          "metric": [
            120,
            129,
            119,
            104,
            162,
            118,
            112
          ],
          "gross_revenue": [
            0.11232,
            0.174876,
            0.161438,
            0.15377,
            0.164108,
            0.114421,
            0.108752
          ],
          "gross_pap_revenue": [
            0.008357,
            0.001344,
            0.000854,
            0.001777,
            0.00185,
            0.000261,
            0.001451
          ],
          "gross_saas_revenue": [
            0.103963,
            0.173532,
            0.160584,
            0.151993,
            0.162258,
            0.11416,
            0.107301
          ],
          "net_revenue": [
            0.11064859999999999,
            0.17460720000000002,
            0.16126719999999997,
            0.15341460000000004,
            0.16373800000000002,
            0.11436880000000002,
            0.1084618
          ],
          "net_pap_revenue": [
            0.0066856,
            0.0010752,
            0.0006832,
            0.0014216,
            0.00148,
            0.0002088,
            0.0011608
          ],
          "net_saas_revenue": [
            0.10396299999999999,
            0.17353200000000002,
            0.16058399999999998,
            0.15199300000000004,
            0.162258,
            0.11416000000000001,
            0.10730100000000001
          ]
        },
        "Antigua and Barbuda": {
          "metric": [
            10,
            9,
            4,
            10,
            5,
            2,
            12
          ],
          "gross_revenue": [
            0.030406,
            0.016298,
            0.003887,
            0.015762,
            0.004994,
            0,
            0.032517
          ],
          "gross_pap_revenue": [
            0.000244,
            0.000084,
            0,
            0,
            0.00042,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.030162,
            0.016214,
            0.003887,
            0.015762,
            0.004574,
            0,
            0.032517
          ],
          "net_revenue": [
            0.0303572,
            0.0162812,
            0.003887,
            0.015762,
            0.00491,
            0,
            0.03251699999999999
          ],
          "net_pap_revenue": [
            0.0001952,
            0.0000672,
            0,
            0,
            0.000336,
            0,
            0
          ],
          "net_saas_revenue": [
            0.030161999999999994,
            0.016214,
            0.003887,
            0.015762,
            0.004574,
            0,
            0.03251699999999999
          ]
        },
        "Iran, Islamic Republic of": {
          "metric": [
            130,
            119,
            76,
            112,
            180,
            184,
            175
          ],
          "gross_revenue": [
            0.000411,
            0,
            0,
            0,
            0.00395,
            0.000607,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.000411,
            0,
            0,
            0,
            0.00395,
            0.000607,
            0
          ],
          "net_revenue": [
            0.000411,
            0,
            0,
            0,
            0.00395,
            0.000607,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.000411,
            0,
            0,
            0,
            0.00395,
            0.000607,
            0
          ]
        },
        "Morocco": {
          "metric": [
            66,
            31,
            59,
            60,
            44,
            52,
            74
          ],
          "gross_revenue": [
            0.105205,
            0.035203,
            0.064155,
            0.080318,
            0.035758,
            0.069139,
            0.113046
          ],
          "gross_pap_revenue": [
            0.000147,
            0.001226,
            0.000995,
            0.001026,
            0.00049,
            0.001116,
            0.006535
          ],
          "gross_saas_revenue": [
            0.105058,
            0.033977,
            0.06316,
            0.079292,
            0.035268,
            0.068023,
            0.106511
          ],
          "net_revenue": [
            0.10517560000000001,
            0.0349578,
            0.063956,
            0.08011280000000003,
            0.035660000000000004,
            0.0689158,
            0.11173900000000002
          ],
          "net_pap_revenue": [
            0.0001176,
            0.0009808,
            0.000796,
            0.0008208,
            0.000392,
            0.0008928,
            0.005228
          ],
          "net_saas_revenue": [
            0.105058,
            0.033977,
            0.06316,
            0.079292,
            0.035268,
            0.068023,
            0.10651100000000004
          ]
        },
        "Qatar": {
          "metric": [
            63,
            61,
            70,
            40,
            49,
            49,
            58
          ],
          "gross_revenue": [
            0.174569,
            0.09362,
            0.088085,
            0.07236,
            0.059709,
            0.09355,
            0.096763
          ],
          "gross_pap_revenue": [
            0.009633,
            0,
            0.000263,
            0.005008,
            0.000534,
            0.000179,
            0.003533
          ],
          "gross_saas_revenue": [
            0.164936,
            0.09362,
            0.087822,
            0.067352,
            0.059175,
            0.093371,
            0.09323
          ],
          "net_revenue": [
            0.1726424,
            0.09361999999999998,
            0.08803240000000001,
            0.07135840000000003,
            0.05960219999999999,
            0.0935142,
            0.0960564
          ],
          "net_pap_revenue": [
            0.0077064,
            0,
            0.0002104,
            0.0040064,
            0.0004272,
            0.0001432,
            0.0028264
          ],
          "net_saas_revenue": [
            0.164936,
            0.09361999999999998,
            0.087822,
            0.067352,
            0.059174999999999985,
            0.09337100000000001,
            0.09323
          ]
        },
        "Jamaica": {
          "metric": [
            31,
            35,
            21,
            29,
            31,
            28,
            40
          ],
          "gross_revenue": [
            0.025267,
            0.076898,
            0.026161,
            0.010262,
            0.025685,
            0.058794,
            0.028962
          ],
          "gross_pap_revenue": [
            0.001561,
            0.003362,
            0.001053,
            0.000538,
            0.004208,
            0.000731,
            0.000405
          ],
          "gross_saas_revenue": [
            0.023706,
            0.073536,
            0.025108,
            0.009724,
            0.021477,
            0.058063,
            0.028557
          ],
          "net_revenue": [
            0.024954800000000006,
            0.0762256,
            0.025950400000000002,
            0.0101544,
            0.024843399999999998,
            0.0586478,
            0.028880999999999997
          ],
          "net_pap_revenue": [
            0.0012488,
            0.0026896,
            0.0008424,
            0.0004304,
            0.0033664,
            0.0005848,
            0.000324
          ],
          "net_saas_revenue": [
            0.023705999999999998,
            0.073536,
            0.025108000000000002,
            0.009724,
            0.021477000000000003,
            0.058063000000000003,
            0.028557
          ]
        },
        "Nepal": {
          "metric": [
            20,
            45,
            44,
            31,
            36,
            27,
            19
          ],
          "gross_revenue": [
            0.027816,
            0.061752,
            0.027377,
            0.008,
            0.030987,
            0.022403,
            0.02592
          ],
          "gross_pap_revenue": [
            0.000048,
            0.002071,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.027768,
            0.059681,
            0.027377,
            0.008,
            0.030987,
            0.022403,
            0.02592
          ],
          "net_revenue": [
            0.027806400000000002,
            0.0613378,
            0.027377,
            0.008,
            0.030986999999999994,
            0.022403,
            0.025920000000000002
          ],
          "net_pap_revenue": [
            0.0000384,
            0.0016568,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.027768,
            0.059681,
            0.027377,
            0.008,
            0.030986999999999994,
            0.022403,
            0.025920000000000002
          ]
        },
        "Afghanistan": {
          "metric": [
            7,
            1,
            3,
            1,
            4,
            2,
            1
          ],
          "gross_revenue": [
            0.003021,
            0.005279,
            0,
            0.0004,
            0.00996,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0.00015,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.003021,
            0.005279,
            0,
            0.0004,
            0.00981,
            0,
            0
          ],
          "net_revenue": [
            0.003021,
            0.005279,
            0,
            0.0004,
            0.00993,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0.00012,
            0,
            0
          ],
          "net_saas_revenue": [
            0.003021,
            0.005279,
            0,
            0.0004,
            0.009810000000000001,
            0,
            0
          ]
        },
        "Canada": {
          "metric": [
            1074,
            1004,
            1049,
            1577,
            1143,
            854,
            1705
          ],
          "gross_revenue": [
            3.1648,
            3.476088,
            3.602201,
            6.341725,
            4.286736,
            3.327084,
            6.829981
          ],
          "gross_pap_revenue": [
            0.058013,
            0.082059,
            0.052841,
            0.15068,
            0.084135,
            0.06389,
            0.122193
          ],
          "gross_saas_revenue": [
            3.106787,
            3.394029,
            3.54936,
            6.191045,
            4.202601,
            3.263194,
            6.707788
          ],
          "net_revenue": [
            3.1531974,
            3.4596762,
            3.5916328000000015,
            6.311589,
            4.269909000000002,
            3.3143059999999998,
            6.8055424
          ],
          "net_pap_revenue": [
            0.0464104,
            0.0656472,
            0.0422728,
            0.120544,
            0.067308,
            0.051112,
            0.0977544
          ],
          "net_saas_revenue": [
            3.1067869999999997,
            3.3940289999999993,
            3.549360000000001,
            6.191045,
            4.2026010000000005,
            3.263194,
            6.707787999999999
          ]
        },
        "Austria": {
          "metric": [
            402,
            444,
            392,
            378,
            282,
            240,
            452
          ],
          "gross_revenue": [
            0.987559,
            1.035032,
            0.776625,
            0.82687,
            0.959939,
            0.894388,
            0.96383
          ],
          "gross_pap_revenue": [
            0.027627,
            0.134443,
            0.040531,
            0.030691,
            0.01496,
            0.025902,
            0.108167
          ],
          "gross_saas_revenue": [
            0.959932,
            0.900589,
            0.736094,
            0.796179,
            0.944979,
            0.868486,
            0.855663
          ],
          "net_revenue": [
            0.9820335999999998,
            1.0081434000000002,
            0.7685188,
            0.8207318000000003,
            0.956947,
            0.8892076000000005,
            0.9421966000000003
          ],
          "net_pap_revenue": [
            0.0221016,
            0.1075544,
            0.0324248,
            0.0245528,
            0.011968,
            0.0207216,
            0.0865336
          ],
          "net_saas_revenue": [
            0.9599319999999999,
            0.9005890000000001,
            0.736094,
            0.7961790000000001,
            0.9449789999999998,
            0.8684860000000004,
            0.8556630000000001
          ]
        },
        "Greece": {
          "metric": [
            848,
            875,
            845,
            934,
            682,
            678,
            944
          ],
          "gross_revenue": [
            1.657655,
            1.812646,
            1.861176,
            1.733635,
            1.41511,
            1.458745,
            1.962787
          ],
          "gross_pap_revenue": [
            0.034654,
            0.10019,
            0.039611,
            0.061754,
            0.040427,
            0.088563,
            0.095515
          ],
          "gross_saas_revenue": [
            1.623001,
            1.712456,
            1.821565,
            1.671881,
            1.374683,
            1.370182,
            1.867272
          ],
          "net_revenue": [
            1.6507241999999998,
            1.7926079999999995,
            1.8532537999999998,
            1.7212842000000004,
            1.4070246,
            1.4410324000000005,
            1.9436840000000006
          ],
          "net_pap_revenue": [
            0.0277232,
            0.080152,
            0.0316888,
            0.0494032,
            0.0323416,
            0.0708504,
            0.076412
          ],
          "net_saas_revenue": [
            1.623001,
            1.7124560000000002,
            1.8215649999999997,
            1.6718810000000004,
            1.3746829999999999,
            1.3701820000000002,
            1.8672720000000005
          ]
        },
        "": {
          "metric": [
            1044,
            1269,
            1940,
            1336,
            762,
            903,
            210
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ]
        },
        "Azerbaijan": {
          "metric": [
            14,
            15,
            20,
            20,
            7,
            3,
            23
          ],
          "gross_revenue": [
            0.00877,
            0.013311,
            0.016495,
            0.028367,
            0.007783,
            0.004063,
            0.060203
          ],
          "gross_pap_revenue": [
            0.000638,
            0.000919,
            0,
            0.0007,
            0.002833,
            0,
            0.003803
          ],
          "gross_saas_revenue": [
            0.008132,
            0.012392,
            0.016495,
            0.027667,
            0.00495,
            0.004063,
            0.0564
          ],
          "net_revenue": [
            0.008642400000000001,
            0.013127199999999999,
            0.016495000000000003,
            0.028227,
            0.0072164,
            0.004063,
            0.05944239999999999
          ],
          "net_pap_revenue": [
            0.0005104,
            0.0007352,
            0,
            0.00056,
            0.0022664,
            0,
            0.0030424
          ],
          "net_saas_revenue": [
            0.008132,
            0.012392,
            0.016495000000000003,
            0.027666999999999997,
            0.00495,
            0.004063,
            0.0564
          ]
        },
        "Venezuela": {
          "metric": [
            8,
            7,
            4,
            6,
            9,
            1,
            11
          ],
          "gross_revenue": [
            0.013498,
            0.0084,
            0.017,
            0.005052,
            0.002,
            0,
            0.009612
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.013498,
            0.0084,
            0.017,
            0.005052,
            0.002,
            0,
            0.009612
          ],
          "net_revenue": [
            0.013498,
            0.008400000000000001,
            0.017,
            0.005052,
            0.002,
            0,
            0.009611999999999999
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.013498,
            0.008400000000000001,
            0.017,
            0.005052,
            0.002,
            0,
            0.009611999999999999
          ]
        },
        "Mozambique": {
          "metric": [
            8,
            11,
            13,
            7,
            6,
            4,
            14
          ],
          "gross_revenue": [
            0.011091,
            0.009017,
            0.006529,
            0.002614,
            0.004403,
            0.001204,
            0.006607
          ],
          "gross_pap_revenue": [
            0.00269,
            0.00128,
            0,
            0.000614,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.008401,
            0.007737,
            0.006529,
            0.002,
            0.004403,
            0.001204,
            0.006607
          ],
          "net_revenue": [
            0.010553,
            0.008761000000000001,
            0.006529,
            0.0024912,
            0.004403,
            0.001204,
            0.006607
          ],
          "net_pap_revenue": [
            0.002152,
            0.001024,
            0,
            0.0004912,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.008401,
            0.007737000000000001,
            0.006529,
            0.002,
            0.004403,
            0.001204,
            0.006607
          ]
        },
        "Turks and Caicos Islands": {
          "metric": [
            3,
            null,
            5,
            4,
            null,
            2,
            2
          ],
          "gross_revenue": [
            0.001228,
            null,
            0.001156,
            0.000471,
            null,
            0.00424,
            0.000489
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.001228,
            null,
            0.001156,
            0.000471,
            null,
            0.00424,
            0.000489
          ],
          "net_revenue": [
            0.001228,
            null,
            0.001156,
            0.000471,
            null,
            0.00424,
            0.000489
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.001228,
            null,
            0.001156,
            0.000471,
            null,
            0.00424,
            0.000489
          ]
        },
        "Saint Lucia": {
          "metric": [
            12,
            8,
            4,
            6,
            3,
            3,
            3
          ],
          "gross_revenue": [
            0.00997,
            0.005268,
            0.005261,
            0.007873,
            0.001403,
            0.003403,
            0.006501
          ],
          "gross_pap_revenue": [
            0,
            0.000043,
            0.000051,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.00997,
            0.005225,
            0.00521,
            0.007873,
            0.001403,
            0.003403,
            0.006501
          ],
          "net_revenue": [
            0.00997,
            0.0052594,
            0.0052508,
            0.007873,
            0.001403,
            0.003403,
            0.006501
          ],
          "net_pap_revenue": [
            0,
            0.0000344,
            0.0000408,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.00997,
            0.005225,
            0.005209999999999999,
            0.007873,
            0.001403,
            0.003403,
            0.006501
          ]
        },
        "China": {
          "metric": [
            638,
            607,
            712,
            670,
            788,
            529,
            797
          ],
          "gross_revenue": [
            0.570819,
            0.686766,
            0.377862,
            0.256443,
            0.278919,
            0.093009,
            0.542458
          ],
          "gross_pap_revenue": [
            0.004825,
            0.00634,
            0.000857,
            0.001712,
            0.000912,
            0.001769,
            0.005529
          ],
          "gross_saas_revenue": [
            0.565994,
            0.680426,
            0.377005,
            0.254731,
            0.278007,
            0.09124,
            0.536929
          ],
          "net_revenue": [
            0.569854,
            0.6854980000000002,
            0.3776906,
            0.2561006,
            0.2787366,
            0.09265520000000001,
            0.5413522000000001
          ],
          "net_pap_revenue": [
            0.00386,
            0.005072,
            0.0006856,
            0.0013696,
            0.0007296,
            0.0014152,
            0.0044232
          ],
          "net_saas_revenue": [
            0.565994,
            0.680426,
            0.377005,
            0.254731,
            0.278007,
            0.09124,
            0.536929
          ]
        },
        "Cape Verde": {
          "metric": [
            18,
            14,
            20,
            10,
            7,
            11,
            8
          ],
          "gross_revenue": [
            0.005731,
            0.006961,
            0.013223,
            0.008551,
            0.005563,
            0.020939,
            0.01149
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0.002563,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.005731,
            0.006961,
            0.013223,
            0.008551,
            0.003,
            0.020939,
            0.01149
          ],
          "net_revenue": [
            0.005731,
            0.006961,
            0.013223,
            0.008551,
            0.005050400000000001,
            0.020939,
            0.01149
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0.0020504,
            0,
            0
          ],
          "net_saas_revenue": [
            0.005731,
            0.006961,
            0.013223,
            0.008551,
            0.003,
            0.020939,
            0.01149
          ]
        },
        "Costa Rica": {
          "metric": [
            17,
            13,
            49,
            27,
            22,
            14,
            48
          ],
          "gross_revenue": [
            0.019943,
            0.068784,
            0.052665,
            0.020119,
            0.036872,
            0.027487,
            0.062392
          ],
          "gross_pap_revenue": [
            0.000055,
            0.001871,
            0.000512,
            0,
            0,
            0.000525,
            0
          ],
          "gross_saas_revenue": [
            0.019888,
            0.066913,
            0.052153,
            0.020119,
            0.036872,
            0.026962,
            0.062392
          ],
          "net_revenue": [
            0.019932,
            0.06840979999999999,
            0.0525626,
            0.020118999999999998,
            0.036872,
            0.027382000000000004,
            0.062392
          ],
          "net_pap_revenue": [
            0.000044,
            0.0014968,
            0.0004096,
            0,
            0,
            0.00042,
            0
          ],
          "net_saas_revenue": [
            0.019887999999999996,
            0.066913,
            0.052153000000000005,
            0.020118999999999998,
            0.036872,
            0.026962,
            0.062392
          ]
        },
        "Paraguay": {
          "metric": [
            2,
            5,
            6,
            9,
            27,
            2,
            1
          ],
          "gross_revenue": [
            0,
            0.006608,
            0.003402,
            0.030644,
            0.026806,
            0.003403,
            0.006
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.00011,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.006608,
            0.003402,
            0.030534,
            0.026806,
            0.003403,
            0.006
          ],
          "net_revenue": [
            0,
            0.006608,
            0.003402,
            0.030622000000000003,
            0.026806,
            0.003403,
            0.006
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.000088,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0.006608,
            0.003402,
            0.030534000000000002,
            0.026806,
            0.003403,
            0.006
          ]
        },
        "US Virgin Islands": {
          "metric": [
            1,
            null,
            null,
            null,
            4,
            1,
            1
          ],
          "gross_revenue": [
            0.005398,
            null,
            null,
            null,
            0.00421,
            0.013701,
            0
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.005398,
            null,
            null,
            null,
            0.00421,
            0.013701,
            0
          ],
          "net_revenue": [
            0.005398,
            null,
            null,
            null,
            0.00421,
            0.013701000000000001,
            0
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.005398,
            null,
            null,
            null,
            0.00421,
            0.013701000000000001,
            0
          ]
        },
        "Cameroon": {
          "metric": [
            2,
            4,
            1,
            2,
            6,
            2,
            4
          ],
          "gross_revenue": [
            0,
            0.002,
            0.001,
            0.007447,
            0.006995,
            0,
            0.005494
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.000113,
            0,
            0,
            0.000091
          ],
          "gross_saas_revenue": [
            0,
            0.002,
            0.001,
            0.007334,
            0.006995,
            0,
            0.005403
          ],
          "net_revenue": [
            0,
            0.002,
            0.001,
            0.007424399999999999,
            0.006995,
            0,
            0.005475799999999999
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0000904,
            0,
            0,
            0.0000728
          ],
          "net_saas_revenue": [
            0,
            0.002,
            0.001,
            0.007334,
            0.006995,
            0,
            0.005403
          ]
        },
        "Kazakhstan": {
          "metric": [
            18,
            31,
            14,
            26,
            25,
            9,
            26
          ],
          "gross_revenue": [
            0.021368,
            0.025596,
            0.025325,
            0.031496,
            0.035433,
            0.009631,
            0.019849
          ],
          "gross_pap_revenue": [
            0.0064,
            0.00155,
            0.000721,
            0.002122,
            0.00904,
            0.002755,
            0.003438
          ],
          "gross_saas_revenue": [
            0.014968,
            0.024046,
            0.024604,
            0.029374,
            0.026393,
            0.006876,
            0.016411
          ],
          "net_revenue": [
            0.020088,
            0.025285999999999996,
            0.0251808,
            0.031071599999999998,
            0.033624999999999995,
            0.00908,
            0.0191614
          ],
          "net_pap_revenue": [
            0.00512,
            0.00124,
            0.0005768,
            0.0016976,
            0.007232,
            0.002204,
            0.0027504
          ],
          "net_saas_revenue": [
            0.014968,
            0.024045999999999998,
            0.024604,
            0.029373999999999997,
            0.026393,
            0.006876,
            0.016411000000000002
          ]
        },
        "Armenia": {
          "metric": [
            5,
            17,
            18,
            18,
            14,
            4,
            46
          ],
          "gross_revenue": [
            0.007318,
            0.015473,
            0.024704,
            0.01982,
            0.005717,
            0.004511,
            0.02687
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000224,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.007318,
            0.015473,
            0.02448,
            0.01982,
            0.005717,
            0.004511,
            0.02687
          ],
          "net_revenue": [
            0.007318,
            0.015472999999999997,
            0.024659200000000006,
            0.019819999999999997,
            0.005717,
            0.004511,
            0.02687
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0001792,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.007318,
            0.015472999999999997,
            0.024480000000000005,
            0.019819999999999997,
            0.005717,
            0.004511,
            0.02687
          ]
        },
        "Australia": {
          "metric": [
            2313,
            2232,
            2246,
            2937,
            2867,
            2594,
            2518
          ],
          "gross_revenue": [
            8.652678,
            8.734545,
            7.7801,
            9.174935,
            10.455073,
            10.461346,
            8.912746
          ],
          "gross_pap_revenue": [
            0.187191,
            0.097003,
            0.100258,
            0.138021,
            0.266549,
            0.297787,
            0.214541
          ],
          "gross_saas_revenue": [
            8.465487,
            8.637542,
            7.679842,
            9.036914,
            10.188524,
            10.163559,
            8.698205
          ],
          "net_revenue": [
            8.6152398,
            8.715144400000002,
            7.760048399999999,
            9.1473308,
            10.401763199999998,
            10.401788599999998,
            8.869837799999997
          ],
          "net_pap_revenue": [
            0.1497528,
            0.0776024,
            0.0802064,
            0.1104168,
            0.2132392,
            0.2382296,
            0.1716328
          ],
          "net_saas_revenue": [
            8.465487,
            8.637542000000002,
            7.679842,
            9.036914000000001,
            10.188524,
            10.163559000000001,
            8.698204999999998
          ]
        },
        "France": {
          "metric": [
            1723,
            1709,
            1607,
            1873,
            1185,
            1184,
            1866
          ],
          "gross_revenue": [
            4.854354,
            4.068367,
            4.190195,
            4.538398,
            3.223075,
            2.839314,
            4.984417
          ],
          "gross_pap_revenue": [
            0.25205,
            0.131154,
            0.097879,
            0.192294,
            0.166806,
            0.158696,
            0.147592
          ],
          "gross_saas_revenue": [
            4.602304,
            3.937213,
            4.092316,
            4.346104,
            3.056269,
            2.680618,
            4.836825
          ],
          "net_revenue": [
            4.8039439999999995,
            4.0421362,
            4.170619199999999,
            4.499939200000001,
            3.1897137999999994,
            2.8075747999999985,
            4.954898600000001
          ],
          "net_pap_revenue": [
            0.20164,
            0.1049232,
            0.0783032,
            0.1538352,
            0.1334448,
            0.1269568,
            0.1180736
          ],
          "net_saas_revenue": [
            4.602304,
            3.9372130000000003,
            4.092315999999999,
            4.346104,
            3.056268999999999,
            2.680617999999999,
            4.836825
          ]
        },
        "Spain": {
          "metric": [
            1818,
            1828,
            1696,
            2020,
            1497,
            1324,
            1778
          ],
          "gross_revenue": [
            4.340586,
            4.558781,
            3.872971,
            4.660448,
            3.424712,
            3.598152,
            4.661558
          ],
          "gross_pap_revenue": [
            0.109653,
            0.13931,
            0.13335,
            0.109115,
            0.178133,
            0.155973,
            0.199119
          ],
          "gross_saas_revenue": [
            4.230933,
            4.419471,
            3.739621,
            4.551333,
            3.246579,
            3.442179,
            4.462439
          ],
          "net_revenue": [
            4.318655400000002,
            4.530919,
            3.8463009999999995,
            4.638625,
            3.3890854000000004,
            3.5669573999999993,
            4.621734199999997
          ],
          "net_pap_revenue": [
            0.0877224,
            0.111448,
            0.10668,
            0.087292,
            0.1425064,
            0.1247784,
            0.1592952
          ],
          "net_saas_revenue": [
            4.230933000000001,
            4.419471,
            3.7396209999999996,
            4.551333,
            3.246579,
            3.442179,
            4.462438999999998
          ]
        },
        "United States": {
          "metric": [
            5388,
            4574,
            4055,
            5368,
            3823,
            2732,
            6117
          ],
          "gross_revenue": [
            14.119449,
            16.086076,
            13.616431,
            17.85224,
            13.422853,
            11.003724,
            21.418894
          ],
          "gross_pap_revenue": [
            0.207662,
            0.368041,
            0.23077,
            0.309112,
            0.4371,
            0.230064,
            0.296113
          ],
          "gross_saas_revenue": [
            13.911787,
            15.718035,
            13.385661,
            17.543128,
            12.985753,
            10.77366,
            21.122781
          ],
          "net_revenue": [
            14.0779166,
            16.012467799999996,
            13.570277,
            17.7904176,
            13.335433000000005,
            10.957711199999999,
            21.359671399999996
          ],
          "net_pap_revenue": [
            0.1661296,
            0.2944328,
            0.184616,
            0.2472896,
            0.34968,
            0.1840512,
            0.2368904
          ],
          "net_saas_revenue": [
            13.911786999999997,
            15.718035,
            13.385661000000002,
            17.543128000000003,
            12.985753000000006,
            10.77366,
            21.122780999999996
          ]
        },
        "Peru": {
          "metric": [
            21,
            24,
            30,
            17,
            29,
            14,
            13
          ],
          "gross_revenue": [
            0.027005,
            0.024383,
            0.092965,
            0.022485,
            0.030436,
            0.011214,
            0.031708
          ],
          "gross_pap_revenue": [
            0,
            0.001579,
            0.001243,
            0,
            0.000095,
            0,
            0.000082
          ],
          "gross_saas_revenue": [
            0.027005,
            0.022804,
            0.091722,
            0.022485,
            0.030341,
            0.011214,
            0.031626
          ],
          "net_revenue": [
            0.027004999999999998,
            0.024067199999999997,
            0.09271640000000003,
            0.022485000000000005,
            0.030416999999999996,
            0.011214000000000002,
            0.0316916
          ],
          "net_pap_revenue": [
            0,
            0.0012632,
            0.0009944,
            0,
            0.000076,
            0,
            0.0000656
          ],
          "net_saas_revenue": [
            0.027004999999999998,
            0.022803999999999998,
            0.09172200000000003,
            0.022485000000000005,
            0.030340999999999996,
            0.011214000000000002,
            0.031626
          ]
        },
        "Swaziland": {
          "metric": [
            2,
            6,
            11,
            8,
            7,
            4,
            20
          ],
          "gross_revenue": [
            0,
            0.006804,
            0.005319,
            0.001211,
            0.003,
            0.006,
            0.019145
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.006804,
            0.005319,
            0.001211,
            0.003,
            0.006,
            0.019145
          ],
          "net_revenue": [
            0,
            0.006804,
            0.005319,
            0.001211,
            0.003,
            0.006,
            0.019145000000000002
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0.006804,
            0.005319,
            0.001211,
            0.003,
            0.006,
            0.019145000000000002
          ]
        },
        "Kyrgyzstan": {
          "metric": [
            2,
            5,
            2,
            4,
            4,
            3,
            3
          ],
          "gross_revenue": [
            0,
            0.010138,
            0.000404,
            0.028227,
            0.002,
            0.005615,
            0.000403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0.003018,
            0,
            0.002615,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.010138,
            0.000404,
            0.025209,
            0.002,
            0.003,
            0.000403
          ],
          "net_revenue": [
            0,
            0.010138000000000001,
            0.000404,
            0.0276234,
            0.002,
            0.005092,
            0.000403
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0.0024144,
            0,
            0.002092,
            0
          ],
          "net_saas_revenue": [
            0,
            0.010138000000000001,
            0.000404,
            0.025209,
            0.002,
            0.003,
            0.000403
          ]
        },
        "Maldives": {
          "metric": [
            5,
            14,
            33,
            14,
            5,
            6,
            17
          ],
          "gross_revenue": [
            0.007209,
            0.020989,
            0.079653,
            0.020689,
            0.006055,
            0.01167,
            0.028999
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000102,
            0.000018,
            0,
            0.000037,
            0.000893
          ],
          "gross_saas_revenue": [
            0.007209,
            0.020989,
            0.079551,
            0.020671,
            0.006055,
            0.011633,
            0.028106
          ],
          "net_revenue": [
            0.007209,
            0.020989,
            0.07963260000000005,
            0.020685400000000003,
            0.006055,
            0.011662600000000002,
            0.028820399999999996
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000816,
            0.0000144,
            0,
            0.0000296,
            0.0007144
          ],
          "net_saas_revenue": [
            0.007209,
            0.020989,
            0.07955100000000005,
            0.020671000000000002,
            0.006055,
            0.011633000000000001,
            0.028106
          ]
        },
        "Belgium": {
          "metric": [
            1026,
            1237,
            1052,
            1177,
            698,
            880,
            1097
          ],
          "gross_revenue": [
            3.110563,
            3.586626,
            2.780647,
            3.355434,
            2.141587,
            2.718752,
            3.223498
          ],
          "gross_pap_revenue": [
            0.259667,
            0.322761,
            0.103819,
            0.247673,
            0.133482,
            0.164043,
            0.115691
          ],
          "gross_saas_revenue": [
            2.850896,
            3.263865,
            2.676828,
            3.107761,
            2.008105,
            2.554709,
            3.107807
          ],
          "net_revenue": [
            3.058629600000001,
            3.5220738000000016,
            2.7598832,
            3.3058993999999986,
            2.1148906,
            2.6859434000000006,
            3.2003598000000006
          ],
          "net_pap_revenue": [
            0.2077336,
            0.2582088,
            0.0830552,
            0.1981384,
            0.1067856,
            0.1312344,
            0.0925528
          ],
          "net_saas_revenue": [
            2.8508960000000005,
            3.263865000000001,
            2.6768279999999995,
            3.1077609999999987,
            2.008105,
            2.5547090000000003,
            3.107807
          ]
        },
        "Barbados": {
          "metric": [
            25,
            21,
            18,
            42,
            24,
            20,
            30
          ],
          "gross_revenue": [
            0.049416,
            0.027406,
            0.059621,
            0.061724,
            0.088191,
            0.053153,
            0.078
          ],
          "gross_pap_revenue": [
            0.000121,
            0.000019,
            0.000484,
            0.001449,
            0.003064,
            0.000177,
            0.000611
          ],
          "gross_saas_revenue": [
            0.049295,
            0.027387,
            0.059137,
            0.060275,
            0.085127,
            0.052976,
            0.077389
          ],
          "net_revenue": [
            0.04939179999999999,
            0.0274022,
            0.059524200000000006,
            0.061434200000000015,
            0.08757820000000002,
            0.0531176,
            0.07787779999999998
          ],
          "net_pap_revenue": [
            0.0000968,
            0.0000152,
            0.0003872,
            0.0011592,
            0.0024512,
            0.0001416,
            0.0004888
          ],
          "net_saas_revenue": [
            0.04929499999999999,
            0.027387,
            0.059137000000000016,
            0.060275000000000016,
            0.08512700000000001,
            0.052976,
            0.077389
          ]
        },
        "Lithuania": {
          "metric": [
            379,
            378,
            428,
            416,
            254,
            250,
            416
          ],
          "gross_revenue": [
            0.747338,
            0.868142,
            0.784331,
            0.81281,
            0.464065,
            0.427596,
            0.821352
          ],
          "gross_pap_revenue": [
            0.064864,
            0.016435,
            0.012886,
            0.011126,
            0.023758,
            0.041613,
            0.021297
          ],
          "gross_saas_revenue": [
            0.682474,
            0.851707,
            0.771445,
            0.801684,
            0.440307,
            0.385983,
            0.800055
          ],
          "net_revenue": [
            0.7343651999999999,
            0.864855,
            0.7817538000000003,
            0.8105848,
            0.4593134000000001,
            0.41927339999999996,
            0.8170926000000002
          ],
          "net_pap_revenue": [
            0.0518912,
            0.013148,
            0.0103088,
            0.0089008,
            0.0190064,
            0.0332904,
            0.0170376
          ],
          "net_saas_revenue": [
            0.6824739999999999,
            0.8517070000000001,
            0.771445,
            0.801684,
            0.44030700000000006,
            0.3859830000000001,
            0.8000550000000001
          ]
        },
        "Germany": {
          "metric": [
            2950,
            3095,
            2917,
            3217,
            2130,
            2038,
            3755
          ],
          "gross_revenue": [
            5.96304,
            6.577237,
            5.338024,
            5.91686,
            4.24197,
            4.197783,
            8.580907
          ],
          "gross_pap_revenue": [
            0.294883,
            0.39801,
            0.236436,
            0.614713,
            0.310963,
            0.405722,
            0.716235
          ],
          "gross_saas_revenue": [
            5.668157,
            6.179227,
            5.101588,
            5.302147,
            3.931007,
            3.792061,
            7.864672
          ],
          "net_revenue": [
            5.904063399999999,
            6.497634999999998,
            5.290736800000001,
            5.7939174000000015,
            4.1797774,
            4.116638600000002,
            8.437659999999997
          ],
          "net_pap_revenue": [
            0.2359064,
            0.318408,
            0.1891488,
            0.4917704,
            0.2487704,
            0.3245776,
            0.572988
          ],
          "net_saas_revenue": [
            5.668157000000001,
            6.179226999999998,
            5.101588000000001,
            5.3021470000000015,
            3.931007,
            3.792061,
            7.864671999999999
          ]
        },
        "Puerto Rico": {
          "metric": [
            32,
            26,
            16,
            39,
            28,
            14,
            17
          ],
          "gross_revenue": [
            0.059601,
            0.025513,
            0.01049,
            0.044653,
            0.045249,
            0.020373,
            0.018117
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000012,
            0.001693,
            0.002654,
            0.000031,
            0.00009
          ],
          "gross_saas_revenue": [
            0.059601,
            0.025513,
            0.010478,
            0.04296,
            0.042595,
            0.020342,
            0.018027
          ],
          "net_revenue": [
            0.05960100000000001,
            0.025512999999999997,
            0.0104876,
            0.044314400000000004,
            0.044718199999999986,
            0.0203668,
            0.018099
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000096,
            0.0013544,
            0.0021232,
            0.0000248,
            0.000072
          ],
          "net_saas_revenue": [
            0.05960100000000001,
            0.025512999999999997,
            0.010478,
            0.04296,
            0.042594999999999994,
            0.020342000000000002,
            0.018027
          ]
        },
        "(not set)": {
          "metric": [
            255,
            425,
            488,
            335,
            254,
            302,
            null
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ]
        },
        "Thailand": {
          "metric": [
            380,
            349,
            319,
            399,
            331,
            227,
            353
          ],
          "gross_revenue": [
            0.746039,
            0.688634,
            0.663879,
            0.526568,
            0.535879,
            0.499891,
            0.789294
          ],
          "gross_pap_revenue": [
            0.00721,
            0.009743,
            0.006963,
            0.008969,
            0.024522,
            0.00961,
            0.011226
          ],
          "gross_saas_revenue": [
            0.738829,
            0.678891,
            0.656916,
            0.517599,
            0.511357,
            0.490281,
            0.778068
          ],
          "net_revenue": [
            0.744597,
            0.6866854000000001,
            0.6624864000000001,
            0.5247742000000002,
            0.5309746,
            0.49796900000000005,
            0.7870488
          ],
          "net_pap_revenue": [
            0.005768,
            0.0077944,
            0.0055704,
            0.0071752,
            0.0196176,
            0.007688,
            0.0089808
          ],
          "net_saas_revenue": [
            0.7388290000000001,
            0.6788910000000001,
            0.656916,
            0.517599,
            0.5113569999999998,
            0.4902810000000001,
            0.778068
          ]
        },
        "Argentina": {
          "metric": [
            73,
            61,
            57,
            77,
            88,
            40,
            32
          ],
          "gross_revenue": [
            0.087694,
            0.056589,
            0.131672,
            0.084232,
            0.174892,
            0.058036,
            0.042388
          ],
          "gross_pap_revenue": [
            0.00194,
            0.000737,
            0.000635,
            0.001302,
            0.000925,
            0.002731,
            0
          ],
          "gross_saas_revenue": [
            0.085754,
            0.055852,
            0.131037,
            0.08293,
            0.173967,
            0.055305,
            0.042388
          ],
          "net_revenue": [
            0.08730600000000001,
            0.0564416,
            0.131545,
            0.08397160000000002,
            0.17470700000000003,
            0.0574898,
            0.042387999999999995
          ],
          "net_pap_revenue": [
            0.001552,
            0.0005896,
            0.000508,
            0.0010416,
            0.00074,
            0.0021848,
            0
          ],
          "net_saas_revenue": [
            0.08575400000000001,
            0.055852,
            0.131037,
            0.08293,
            0.17396700000000004,
            0.055305,
            0.042387999999999995
          ]
        },
        "Serbia": {
          "metric": [
            266,
            188,
            223,
            237,
            199,
            228,
            221
          ],
          "gross_revenue": [
            0.4398,
            0.276327,
            0.664406,
            0.674731,
            0.479318,
            0.534237,
            0.415866
          ],
          "gross_pap_revenue": [
            0.022237,
            0.003301,
            0.061973,
            0.140966,
            0.013918,
            0.035208,
            0.01473
          ],
          "gross_saas_revenue": [
            0.417563,
            0.273026,
            0.602433,
            0.533765,
            0.4654,
            0.499029,
            0.401136
          ],
          "net_revenue": [
            0.4353526000000001,
            0.2756668000000001,
            0.6520113999999999,
            0.6465378000000002,
            0.4765344000000001,
            0.5271954,
            0.4129200000000001
          ],
          "net_pap_revenue": [
            0.0177896,
            0.0026408,
            0.0495784,
            0.1127728,
            0.0111344,
            0.0281664,
            0.011784
          ],
          "net_saas_revenue": [
            0.417563,
            0.27302600000000005,
            0.602433,
            0.5337650000000002,
            0.4654000000000001,
            0.499029,
            0.4011360000000001
          ]
        },
        "Belarus": {
          "metric": [
            97,
            43,
            20,
            47,
            33,
            24,
            40
          ],
          "gross_revenue": [
            0.068577,
            0.031772,
            0.014167,
            0.039676,
            0.017226,
            0.015362,
            0.02433
          ],
          "gross_pap_revenue": [
            0.000465,
            0.000122,
            0.000147,
            0.000043,
            0,
            0.000153,
            0.000251
          ],
          "gross_saas_revenue": [
            0.068112,
            0.03165,
            0.01402,
            0.039633,
            0.017226,
            0.015209,
            0.024079
          ],
          "net_revenue": [
            0.068484,
            0.0317476,
            0.014137599999999998,
            0.0396674,
            0.017226,
            0.015331400000000002,
            0.024279800000000004
          ],
          "net_pap_revenue": [
            0.000372,
            0.0000976,
            0.0001176,
            0.0000344,
            0,
            0.0001224,
            0.0002008
          ],
          "net_saas_revenue": [
            0.06811199999999999,
            0.03165,
            0.01402,
            0.039633,
            0.017226,
            0.015209,
            0.024079000000000003
          ]
        },
        "Greenland": {
          "metric": [
            2,
            1,
            2,
            1,
            2,
            null,
            null
          ],
          "gross_revenue": [
            0.000989,
            0,
            0,
            0,
            0.001069,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0.000069,
            null,
            null
          ],
          "gross_saas_revenue": [
            0.000989,
            0,
            0,
            0,
            0.001,
            null,
            null
          ],
          "net_revenue": [
            0.0009889999999999999,
            0,
            0,
            0,
            0.0010552,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0.0000552,
            null,
            null
          ],
          "net_saas_revenue": [
            0.0009889999999999999,
            0,
            0,
            0,
            0.001,
            null,
            null
          ]
        },
        "Libya": {
          "metric": [
            5,
            4,
            2,
            1,
            3,
            25,
            null
          ],
          "gross_revenue": [
            0.003,
            0.004,
            0.001,
            0.003,
            0.006,
            0.031131,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.001191,
            null
          ],
          "gross_saas_revenue": [
            0.003,
            0.004,
            0.001,
            0.003,
            0.006,
            0.02994,
            null
          ],
          "net_revenue": [
            0.003,
            0.004,
            0.001,
            0.003,
            0.006,
            0.030892800000000005,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.0009528,
            null
          ],
          "net_saas_revenue": [
            0.003,
            0.004,
            0.001,
            0.003,
            0.006,
            0.02994,
            null
          ]
        },
        "Palestine, State of": {
          "metric": [
            1,
            4,
            null,
            2,
            null,
            1,
            3
          ],
          "gross_revenue": [
            0.001401,
            0.006402,
            null,
            0.003,
            null,
            0.000802,
            0.006804
          ],
          "gross_pap_revenue": [
            0,
            0,
            null,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.001401,
            0.006402,
            null,
            0.003,
            null,
            0.000802,
            0.006804
          ],
          "net_revenue": [
            0.001401,
            0.006402,
            null,
            0.003,
            null,
            0.000802,
            0.006804
          ],
          "net_pap_revenue": [
            0,
            0,
            null,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            0.001401,
            0.006402,
            null,
            0.003,
            null,
            0.000802,
            0.006804
          ]
        },
        "Ireland": {
          "metric": [
            4625,
            3930,
            3760,
            4156,
            3322,
            3076,
            3693
          ],
          "gross_revenue": [
            13.928142,
            12.563683,
            10.904137,
            11.277982,
            10.407304,
            10.285165,
            12.136928
          ],
          "gross_pap_revenue": [
            0.652137,
            0.555587,
            0.419521,
            0.461581,
            0.589387,
            0.605783,
            0.814278
          ],
          "gross_saas_revenue": [
            13.276005,
            12.008096,
            10.484616,
            10.816401,
            9.817917,
            9.679382,
            11.32265
          ],
          "net_revenue": [
            13.7977146,
            12.4525656,
            10.8202328,
            11.185665800000002,
            10.289426600000002,
            10.164008400000005,
            11.974072400000003
          ],
          "net_pap_revenue": [
            0.5217096,
            0.4444696,
            0.3356168,
            0.3692648,
            0.4715096,
            0.4846264,
            0.6514224
          ],
          "net_saas_revenue": [
            13.276005000000001,
            12.008096,
            10.484615999999997,
            10.816401,
            9.817917000000003,
            9.679382000000004,
            11.322650000000007
          ]
        },
        "Tunisia": {
          "metric": [
            26,
            19,
            24,
            43,
            21,
            20,
            26
          ],
          "gross_revenue": [
            0.026626,
            0.015187,
            0.039201,
            0.032019,
            0.010113,
            0.019274,
            0.023776
          ],
          "gross_pap_revenue": [
            0.004498,
            0.001187,
            0,
            0.000812,
            0.000712,
            0.000066,
            0
          ],
          "gross_saas_revenue": [
            0.022128,
            0.014,
            0.039201,
            0.031207,
            0.009401,
            0.019208,
            0.023776
          ],
          "net_revenue": [
            0.025726399999999996,
            0.0149496,
            0.039201,
            0.0318566,
            0.0099706,
            0.0192608,
            0.023776
          ],
          "net_pap_revenue": [
            0.0035984,
            0.0009496,
            0,
            0.0006496,
            0.0005696,
            0.0000528,
            0
          ],
          "net_saas_revenue": [
            0.022128,
            0.014,
            0.039201,
            0.031207,
            0.009401,
            0.019208,
            0.023776
          ]
        },
        "Malta": {
          "metric": [
            221,
            242,
            237,
            232,
            303,
            175,
            216
          ],
          "gross_revenue": [
            0.593318,
            0.440518,
            0.496211,
            0.389495,
            0.683611,
            0.428445,
            0.432172
          ],
          "gross_pap_revenue": [
            0.012702,
            0.015361,
            0.012349,
            0.006738,
            0.013778,
            0.010387,
            0.015629
          ],
          "gross_saas_revenue": [
            0.580616,
            0.425157,
            0.483862,
            0.382757,
            0.669833,
            0.418058,
            0.416543
          ],
          "net_revenue": [
            0.5907776000000003,
            0.43744580000000005,
            0.49374120000000005,
            0.3881474000000001,
            0.6808554000000001,
            0.4263676000000001,
            0.4290462000000002
          ],
          "net_pap_revenue": [
            0.0101616,
            0.0122888,
            0.0098792,
            0.0053904,
            0.0110224,
            0.0083096,
            0.0125032
          ],
          "net_saas_revenue": [
            0.5806160000000001,
            0.425157,
            0.483862,
            0.38275700000000007,
            0.6698329999999999,
            0.4180580000000001,
            0.4165430000000001
          ]
        },
        "Kenya": {
          "metric": [
            117,
            119,
            111,
            146,
            91,
            218,
            167
          ],
          "gross_revenue": [
            0.162213,
            0.167901,
            0.098294,
            0.139592,
            0.148137,
            0.303638,
            0.247527
          ],
          "gross_pap_revenue": [
            0.012197,
            0.000361,
            0.00372,
            0.008381,
            0.00468,
            0.020521,
            0.001173
          ],
          "gross_saas_revenue": [
            0.150016,
            0.16754,
            0.094574,
            0.131211,
            0.143457,
            0.283117,
            0.246354
          ],
          "net_revenue": [
            0.15977360000000002,
            0.16782880000000003,
            0.09754999999999997,
            0.1379158,
            0.14720100000000003,
            0.2995338,
            0.24729239999999997
          ],
          "net_pap_revenue": [
            0.0097576,
            0.0002888,
            0.002976,
            0.0067048,
            0.003744,
            0.0164168,
            0.0009384
          ],
          "net_saas_revenue": [
            0.150016,
            0.16754000000000005,
            0.09457399999999999,
            0.131211,
            0.143457,
            0.283117,
            0.24635399999999996
          ]
        },
        "Cote d'Ivoire": {
          "metric": [
            5,
            3,
            3,
            5,
            2,
            3,
            null
          ],
          "gross_revenue": [
            0.003401,
            0.001,
            0.004411,
            0.000401,
            0.009403,
            0.003403,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.003401,
            0.001,
            0.004411,
            0.000401,
            0.009403,
            0.003403,
            null
          ],
          "net_revenue": [
            0.003401,
            0.001,
            0.004411,
            0.000401,
            0.009403,
            0.003403,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0.003401,
            0.001,
            0.004411,
            0.000401,
            0.009403,
            0.003403,
            null
          ]
        },
        "Belize": {
          "metric": [
            1,
            null,
            null,
            1,
            2,
            1,
            1
          ],
          "gross_revenue": [
            0,
            null,
            null,
            0,
            0.025,
            0.003,
            0
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            0,
            0.025,
            0.003,
            0
          ],
          "net_revenue": [
            0,
            null,
            null,
            0,
            0.024999999999999998,
            0.003,
            0
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            0,
            0.024999999999999998,
            0.003,
            0
          ]
        },
        "Yemen": {
          "metric": [
            1,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            0,
            null,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Mexico": {
          "metric": [
            118,
            124,
            114,
            130,
            77,
            103,
            170
          ],
          "gross_revenue": [
            0.170212,
            0.282972,
            0.243754,
            0.232217,
            0.144813,
            0.144701,
            0.285512
          ],
          "gross_pap_revenue": [
            0.000023,
            0.003169,
            0.004169,
            0.00399,
            0.000526,
            0.003099,
            0.004846
          ],
          "gross_saas_revenue": [
            0.170189,
            0.279803,
            0.239585,
            0.228227,
            0.144287,
            0.141602,
            0.280666
          ],
          "net_revenue": [
            0.17020740000000004,
            0.2823382000000001,
            0.24292020000000003,
            0.23141899999999999,
            0.1447078,
            0.14408120000000002,
            0.28454280000000004
          ],
          "net_pap_revenue": [
            0.0000184,
            0.0025352,
            0.0033352,
            0.003192,
            0.0004208,
            0.0024792,
            0.0038768
          ],
          "net_saas_revenue": [
            0.17018900000000003,
            0.27980300000000013,
            0.23958500000000002,
            0.22822699999999999,
            0.144287,
            0.141602,
            0.280666
          ]
        },
        "Bermuda": {
          "metric": [
            5,
            9,
            6,
            8,
            10,
            6,
            7
          ],
          "gross_revenue": [
            0.005203,
            0.02694,
            0.008629,
            0.017965,
            0.022442,
            0.00827,
            0.02638
          ],
          "gross_pap_revenue": [
            0,
            0.000127,
            0,
            0.000382,
            0.001201,
            0.000061,
            0
          ],
          "gross_saas_revenue": [
            0.005203,
            0.026813,
            0.008629,
            0.017583,
            0.021241,
            0.008209,
            0.02638
          ],
          "net_revenue": [
            0.005203000000000001,
            0.0269146,
            0.008628999999999998,
            0.017888599999999998,
            0.0222018,
            0.0082578,
            0.026380000000000004
          ],
          "net_pap_revenue": [
            0,
            0.0001016,
            0,
            0.0003056,
            0.0009608,
            0.0000488,
            0
          ],
          "net_saas_revenue": [
            0.005203000000000001,
            0.026813,
            0.008628999999999998,
            0.017583,
            0.021240999999999996,
            0.008209,
            0.026380000000000004
          ]
        },
        "Sao Tome and Principe": {
          "metric": [
            1,
            null,
            1,
            null,
            null,
            null,
            2
          ],
          "gross_revenue": [
            0,
            null,
            0.004,
            null,
            null,
            null,
            0.003552
          ],
          "gross_pap_revenue": [
            0,
            null,
            0,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            0,
            null,
            0.004,
            null,
            null,
            null,
            0.003552
          ],
          "net_revenue": [
            0,
            null,
            0.004,
            null,
            null,
            null,
            0.003552
          ],
          "net_pap_revenue": [
            0,
            null,
            0,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            0,
            null,
            0.004,
            null,
            null,
            null,
            0.003552
          ]
        },
        "Congo, Republic of the": {
          "metric": [
            1,
            2,
            1,
            4,
            2,
            5,
            5
          ],
          "gross_revenue": [
            0,
            0.003402,
            0,
            0.002808,
            0.001251,
            0,
            0.005285
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0.000251,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0.003402,
            0,
            0.002808,
            0.001,
            0,
            0.005285
          ],
          "net_revenue": [
            0,
            0.003402,
            0,
            0.002808,
            0.0012008000000000001,
            0,
            0.005285
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0.0002008,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0.003402,
            0,
            0.002808,
            0.001,
            0,
            0.005285
          ]
        },
        "Kosovo": {
          "metric": [
            21,
            19,
            18,
            16,
            9,
            8,
            13
          ],
          "gross_revenue": [
            0.02586,
            0.011942,
            0.021328,
            0.036324,
            0.027401,
            0.011015,
            0.00414
          ],
          "gross_pap_revenue": [
            0,
            0.000136,
            0.000028,
            0.001772,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.02586,
            0.011806,
            0.0213,
            0.034552,
            0.027401,
            0.011015,
            0.00414
          ],
          "net_revenue": [
            0.02586,
            0.011914800000000001,
            0.021322399999999995,
            0.0359696,
            0.027401,
            0.011015,
            0.0041400000000000005
          ],
          "net_pap_revenue": [
            0,
            0.0001088,
            0.0000224,
            0.0014176,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.02586,
            0.011806,
            0.021299999999999996,
            0.034552,
            0.027401,
            0.011015,
            0.0041400000000000005
          ]
        },
        "Russian Federation": {
          "metric": [
            103,
            83,
            100,
            41,
            40,
            96,
            33
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0013
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0013
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0013
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0.0013
          ]
        },
        "Saudi Arabia": {
          "metric": [
            77,
            110,
            154,
            101,
            126,
            123,
            144
          ],
          "gross_revenue": [
            0.153239,
            0.259111,
            0.534776,
            0.18398,
            0.346779,
            0.370165,
            0.401866
          ],
          "gross_pap_revenue": [
            0.00579,
            0.002355,
            0.002943,
            0.009124,
            0.006856,
            0.008406,
            0.005511
          ],
          "gross_saas_revenue": [
            0.147449,
            0.256756,
            0.531833,
            0.174856,
            0.339923,
            0.361759,
            0.396355
          ],
          "net_revenue": [
            0.15208100000000002,
            0.2586399999999999,
            0.5341874000000001,
            0.18215520000000002,
            0.3454078,
            0.3684838,
            0.4007638000000001
          ],
          "net_pap_revenue": [
            0.004632,
            0.001884,
            0.0023544,
            0.0072992,
            0.0054848,
            0.0067248,
            0.0044088
          ],
          "net_saas_revenue": [
            0.14744900000000002,
            0.25675599999999993,
            0.5318330000000001,
            0.174856,
            0.339923,
            0.36175899999999994,
            0.39635500000000007
          ]
        },
        "Syrian Arab Republic": {
          "metric": [
            4,
            1,
            1,
            13,
            3,
            8,
            null
          ],
          "gross_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            null
          ]
        },
        "Faroe Islands": {
          "metric": [
            4,
            5,
            1,
            7,
            2,
            1,
            1
          ],
          "gross_revenue": [
            0.003,
            0.006007,
            0.005455,
            0.008404,
            0.006403,
            0.007765,
            0.000403
          ],
          "gross_pap_revenue": [
            0,
            0,
            0.000094,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.003,
            0.006007,
            0.005361,
            0.008404,
            0.006403,
            0.007765,
            0.000403
          ],
          "net_revenue": [
            0.003,
            0.006007000000000001,
            0.0054362,
            0.008404,
            0.006403,
            0.007765,
            0.000403
          ],
          "net_pap_revenue": [
            0,
            0,
            0.0000752,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.003,
            0.006007000000000001,
            0.0053609999999999994,
            0.008404,
            0.006403,
            0.007765,
            0.000403
          ]
        },
        "Macedonia, the Former Yugoslav Republic of": {
          "metric": [
            100,
            65,
            77,
            61,
            80,
            77,
            106
          ],
          "gross_revenue": [
            0.119653,
            0.094032,
            0.124762,
            0.08746,
            0.157953,
            0.115672,
            0.173254
          ],
          "gross_pap_revenue": [
            0.002466,
            0.000714,
            0.005838,
            0.000613,
            0.002372,
            0.008905,
            0.003998
          ],
          "gross_saas_revenue": [
            0.117187,
            0.093318,
            0.118924,
            0.086847,
            0.155581,
            0.106767,
            0.169256
          ],
          "net_revenue": [
            0.1191598,
            0.0938892,
            0.12359440000000001,
            0.08733740000000001,
            0.15747860000000002,
            0.11389100000000003,
            0.1724544
          ],
          "net_pap_revenue": [
            0.0019728,
            0.0005712,
            0.0046704,
            0.0004904,
            0.0018976,
            0.007124,
            0.0031984
          ],
          "net_saas_revenue": [
            0.117187,
            0.09331800000000001,
            0.11892399999999999,
            0.08684700000000001,
            0.15558100000000002,
            0.10676700000000001,
            0.16925600000000002
          ]
        },
        "United Arab Emirates": {
          "metric": [
            378,
            410,
            402,
            335,
            355,
            288,
            316
          ],
          "gross_revenue": [
            0.797953,
            1.183702,
            1.170626,
            1.44693,
            1.045259,
            1.306911,
            1.29191
          ],
          "gross_pap_revenue": [
            0.041818,
            0.061258,
            0.029184,
            0.224022,
            0.051605,
            0.088761,
            0.058049
          ],
          "gross_saas_revenue": [
            0.756135,
            1.122444,
            1.141442,
            1.222908,
            0.993654,
            1.21815,
            1.233861
          ],
          "net_revenue": [
            0.7895894000000002,
            1.1714504000000001,
            1.1647892,
            1.4021256000000004,
            1.0349380000000004,
            1.2891587999999996,
            1.2803001999999999
          ],
          "net_pap_revenue": [
            0.0334544,
            0.0490064,
            0.0233472,
            0.1792176,
            0.041284,
            0.0710088,
            0.0464392
          ],
          "net_saas_revenue": [
            0.7561350000000001,
            1.122444,
            1.1414419999999998,
            1.2229080000000003,
            0.9936540000000003,
            1.2181499999999998,
            1.2338609999999997
          ]
        },
        "Latvia": {
          "metric": [
            113,
            138,
            113,
            122,
            100,
            95,
            123
          ],
          "gross_revenue": [
            0.251388,
            0.21901,
            0.267989,
            0.243852,
            0.316629,
            0.299372,
            0.293968
          ],
          "gross_pap_revenue": [
            0.046152,
            0.001397,
            0.023425,
            0.00548,
            0.047473,
            0.015325,
            0.05199
          ],
          "gross_saas_revenue": [
            0.205236,
            0.217613,
            0.244564,
            0.238372,
            0.269156,
            0.284047,
            0.241978
          ],
          "net_revenue": [
            0.24215760000000006,
            0.2187306,
            0.2633040000000001,
            0.24275600000000003,
            0.30713440000000003,
            0.29630700000000015,
            0.28357
          ],
          "net_pap_revenue": [
            0.0369216,
            0.0011176,
            0.01874,
            0.004384,
            0.0379784,
            0.01226,
            0.041592
          ],
          "net_saas_revenue": [
            0.20523600000000003,
            0.217613,
            0.24456400000000003,
            0.23837199999999997,
            0.269156,
            0.28404700000000016,
            0.241978
          ]
        },
        "Sweden": {
          "metric": [
            1016,
            1084,
            1001,
            947,
            794,
            724,
            1112
          ],
          "gross_revenue": [
            2.449505,
            2.443749,
            2.441993,
            2.134077,
            2.054661,
            1.783831,
            2.889867
          ],
          "gross_pap_revenue": [
            0.139056,
            0.077059,
            0.141404,
            0.142514,
            0.214503,
            0.089052,
            0.272318
          ],
          "gross_saas_revenue": [
            2.310449,
            2.36669,
            2.300589,
            1.991563,
            1.840158,
            1.694779,
            2.617549
          ],
          "net_revenue": [
            2.421693800000001,
            2.428337200000001,
            2.413712199999999,
            2.1055742,
            2.0117604,
            1.7660205999999998,
            2.8354034000000006
          ],
          "net_pap_revenue": [
            0.1112448,
            0.0616472,
            0.1131232,
            0.1140112,
            0.1716024,
            0.0712416,
            0.2178544
          ],
          "net_saas_revenue": [
            2.3104490000000006,
            2.3666900000000006,
            2.3005889999999996,
            1.9915629999999998,
            1.840158,
            1.6947789999999998,
            2.6175490000000003
          ]
        },
        "Taiwan, Province of China": {
          "metric": [
            131,
            161,
            235,
            162,
            118,
            85,
            236
          ],
          "gross_revenue": [
            0.156783,
            0.236308,
            0.338771,
            0.21161,
            0.172285,
            0.086016,
            0.328647
          ],
          "gross_pap_revenue": [
            0.001376,
            0.004243,
            0.014888,
            0.000298,
            0.002597,
            0.001086,
            0.009516
          ],
          "gross_saas_revenue": [
            0.155407,
            0.232065,
            0.323883,
            0.211312,
            0.169688,
            0.08493,
            0.319131
          ],
          "net_revenue": [
            0.1565078,
            0.23545940000000007,
            0.33579339999999996,
            0.21155039999999997,
            0.1717656,
            0.08579879999999998,
            0.3267438000000001
          ],
          "net_pap_revenue": [
            0.0011008,
            0.0033944,
            0.0119104,
            0.0002384,
            0.0020776,
            0.0008688,
            0.0076128
          ],
          "net_saas_revenue": [
            0.155407,
            0.23206500000000002,
            0.323883,
            0.211312,
            0.169688,
            0.08492999999999999,
            0.31913100000000005
          ]
        },
        "New Zealand": {
          "metric": [
            857,
            1018,
            841,
            931,
            751,
            955,
            1033
          ],
          "gross_revenue": [
            2.498364,
            3.503334,
            2.657557,
            2.791217,
            2.590027,
            3.348322,
            3.198915
          ],
          "gross_pap_revenue": [
            0.0674,
            0.080405,
            0.041266,
            0.069059,
            0.050766,
            0.092659,
            0.089995
          ],
          "gross_saas_revenue": [
            2.430964,
            3.422929,
            2.616291,
            2.722158,
            2.539261,
            3.255663,
            3.10892
          ],
          "net_revenue": [
            2.4848839999999996,
            3.487253,
            2.6493038,
            2.7774051999999996,
            2.5798738,
            3.3297902,
            3.180916
          ],
          "net_pap_revenue": [
            0.05392,
            0.064324,
            0.0330128,
            0.0552472,
            0.0406128,
            0.0741272,
            0.071996
          ],
          "net_saas_revenue": [
            2.4309639999999995,
            3.4229290000000008,
            2.6162910000000004,
            2.722158,
            2.5392609999999998,
            3.255663,
            3.10892
          ]
        },
        "Bahamas": {
          "metric": [
            7,
            1,
            7,
            11,
            7,
            10,
            10
          ],
          "gross_revenue": [
            0.013661,
            0.003402,
            0.004615,
            0.030378,
            0.014806,
            0.050489,
            0.016824
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.000078,
            0
          ],
          "gross_saas_revenue": [
            0.013661,
            0.003402,
            0.004615,
            0.030378,
            0.014806,
            0.050411,
            0.016824
          ],
          "net_revenue": [
            0.013661000000000001,
            0.003402,
            0.004615,
            0.030378000000000006,
            0.014806000000000001,
            0.0504734,
            0.016824000000000002
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0.0000624,
            0
          ],
          "net_saas_revenue": [
            0.013661000000000001,
            0.003402,
            0.004615,
            0.030378000000000006,
            0.014806000000000001,
            0.050411000000000004,
            0.016824000000000002
          ]
        },
        "Ghana": {
          "metric": [
            31,
            24,
            46,
            54,
            67,
            44,
            62
          ],
          "gross_revenue": [
            0.039324,
            0.03185,
            0.082473,
            0.04703,
            0.167085,
            0.069809,
            0.073992
          ],
          "gross_pap_revenue": [
            0.002367,
            0.000097,
            0.001424,
            0.001205,
            0.042352,
            0.012253,
            0.003501
          ],
          "gross_saas_revenue": [
            0.036957,
            0.031753,
            0.081049,
            0.045825,
            0.124733,
            0.057556,
            0.070491
          ],
          "net_revenue": [
            0.0388506,
            0.0318306,
            0.08218820000000002,
            0.046789000000000004,
            0.15861460000000002,
            0.0673584,
            0.0732918
          ],
          "net_pap_revenue": [
            0.0018936,
            0.0000776,
            0.0011392,
            0.000964,
            0.0338816,
            0.0098024,
            0.0028008
          ],
          "net_saas_revenue": [
            0.036957,
            0.031752999999999997,
            0.08104900000000002,
            0.045825000000000005,
            0.124733,
            0.057556,
            0.070491
          ]
        },
        "Algeria": {
          "metric": [
            14,
            16,
            15,
            15,
            9,
            13,
            22
          ],
          "gross_revenue": [
            0.003,
            0.028,
            0.006,
            0.025,
            0.012,
            0.026501,
            0.020364
          ],
          "gross_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            0.003,
            0.028,
            0.006,
            0.025,
            0.012,
            0.026501,
            0.020364
          ],
          "net_revenue": [
            0.003,
            0.027999999999999997,
            0.006,
            0.024999999999999998,
            0.012,
            0.026500999999999997,
            0.020364
          ],
          "net_pap_revenue": [
            0,
            0,
            0,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            0.003,
            0.027999999999999997,
            0.006,
            0.024999999999999998,
            0.012,
            0.026500999999999997,
            0.020364
          ]
        },
        "Montenegro": {
          "metric": [
            21,
            20,
            21,
            28,
            34,
            25,
            28
          ],
          "gross_revenue": [
            0.034739,
            0.043364,
            0.03946,
            0.062618,
            0.055431,
            0.069472,
            0.035756
          ],
          "gross_pap_revenue": [
            0.000126,
            0.000575,
            0.000127,
            0.000028,
            0.00303,
            0.012764,
            0.000049
          ],
          "gross_saas_revenue": [
            0.034613,
            0.042789,
            0.039333,
            0.06259,
            0.052401,
            0.056708,
            0.035707
          ],
          "net_revenue": [
            0.034713799999999996,
            0.04324899999999999,
            0.0394346,
            0.06261240000000001,
            0.05482500000000001,
            0.06691919999999998,
            0.03574619999999999
          ],
          "net_pap_revenue": [
            0.0001008,
            0.00046,
            0.0001016,
            0.0000224,
            0.002424,
            0.0102112,
            0.0000392
          ],
          "net_saas_revenue": [
            0.034613,
            0.042789,
            0.03933299999999999,
            0.06259,
            0.052401,
            0.056707999999999995,
            0.035706999999999996
          ]
        },
        "Honduras": {
          "metric": [
            2,
            1,
            1,
            1,
            1,
            4,
            null
          ],
          "gross_revenue": [
            0.001461,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_pap_revenue": [
            0.00006,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            0.001401,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_revenue": [
            0.0014490000000000002,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_pap_revenue": [
            0.000048,
            0,
            0,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            0.001401,
            0,
            0,
            0,
            0,
            0,
            null
          ]
        },
        "Western Sahara": {
          "metric": [
            null,
            1,
            null,
            1,
            null,
            null,
            16
          ],
          "gross_revenue": [
            null,
            0.001,
            null,
            0,
            null,
            null,
            0
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            0,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.001,
            null,
            0,
            null,
            null,
            0
          ],
          "net_revenue": [
            null,
            0.001,
            null,
            0,
            null,
            null,
            0
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            0,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            0.001,
            null,
            0,
            null,
            null,
            0
          ]
        },
        "Kiribati": {
          "metric": [
            null,
            1,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Saint Vincent and the Grenadines": {
          "metric": [
            null,
            1,
            null,
            1,
            1,
            2,
            4
          ],
          "gross_revenue": [
            null,
            0,
            null,
            0,
            0.000403,
            0.017602,
            0.006403
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            0,
            0,
            0.003298,
            0
          ],
          "gross_saas_revenue": [
            null,
            0,
            null,
            0,
            0.000403,
            0.014304,
            0.006403
          ],
          "net_revenue": [
            null,
            0,
            null,
            0,
            0.000403,
            0.0169424,
            0.006403000000000001
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            0,
            0,
            0.0026384,
            0
          ],
          "net_saas_revenue": [
            null,
            0,
            null,
            0,
            0.000403,
            0.014304000000000002,
            0.006403000000000001
          ]
        },
        "Guinea-Bissau": {
          "metric": [
            null,
            1,
            1,
            1,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0,
            0,
            0,
            null,
            null,
            null
          ]
        },
        "Somalia": {
          "metric": [
            null,
            1,
            null,
            1,
            7,
            null,
            6
          ],
          "gross_revenue": [
            null,
            0.0014,
            null,
            0.003404,
            0.000403,
            null,
            0
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.0014,
            null,
            0.003404,
            0.000403,
            null,
            0
          ],
          "net_revenue": [
            null,
            0.0014,
            null,
            0.003404,
            0.000403,
            null,
            0
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            0.0014,
            null,
            0.003404,
            0.000403,
            null,
            0
          ]
        },
        "Micronesia, Federated States of": {
          "metric": [
            null,
            4,
            2,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0.000807,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0.000807,
            0,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0.000807,
            0,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0.000807,
            0,
            null,
            null,
            null,
            null
          ]
        },
        "Bolivia": {
          "metric": [
            null,
            11,
            4,
            6,
            7,
            null,
            5
          ],
          "gross_revenue": [
            null,
            0.019018,
            0.015599,
            0.001,
            0.002024,
            null,
            0.009633
          ],
          "gross_pap_revenue": [
            null,
            0.000018,
            0,
            0,
            0.000024,
            null,
            0.000042
          ],
          "gross_saas_revenue": [
            null,
            0.019,
            0.015599,
            0.001,
            0.002,
            null,
            0.009591
          ],
          "net_revenue": [
            null,
            0.0190144,
            0.015599000000000002,
            0.001,
            0.0020192,
            null,
            0.009624599999999999
          ],
          "net_pap_revenue": [
            null,
            0.0000144,
            0,
            0,
            0.0000192,
            null,
            0.0000336
          ],
          "net_saas_revenue": [
            null,
            0.019000000000000003,
            0.015599000000000002,
            0.001,
            0.002,
            null,
            0.009590999999999999
          ]
        },
        "Sint Maarten (Dutch part)": {
          "metric": [
            null,
            3,
            null,
            3,
            null,
            1,
            null
          ],
          "gross_revenue": [
            null,
            0.022205,
            null,
            0.00041,
            null,
            0.003,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            0,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            0.022205,
            null,
            0.00041,
            null,
            0.003,
            null
          ],
          "net_revenue": [
            null,
            0.022205,
            null,
            0.00041,
            null,
            0.003,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            0,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            0.022205,
            null,
            0.00041,
            null,
            0.003,
            null
          ]
        },
        "Papua New Guinea": {
          "metric": [
            null,
            1,
            1,
            null,
            5,
            1,
            1
          ],
          "gross_revenue": [
            null,
            0.003934,
            0,
            null,
            0.006805,
            0.000403,
            0
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.003934,
            0,
            null,
            0.006805,
            0.000403,
            0
          ],
          "net_revenue": [
            null,
            0.003934,
            0,
            null,
            0.006805,
            0.000403,
            0
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            null,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            0.003934,
            0,
            null,
            0.006805,
            0.000403,
            0
          ]
        },
        "Central African Republic": {
          "metric": [
            null,
            1,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0.0004,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0.0004,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0.0004,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0.0004,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Seychelles": {
          "metric": [
            null,
            2,
            13,
            17,
            5,
            null,
            5
          ],
          "gross_revenue": [
            null,
            0.002,
            0.010101,
            0.009146,
            0.006802,
            null,
            0.011159
          ],
          "gross_pap_revenue": [
            null,
            0,
            0.000225,
            0.000035,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.002,
            0.009876,
            0.009111,
            0.006802,
            null,
            0.011159
          ],
          "net_revenue": [
            null,
            0.002,
            0.010056,
            0.009139000000000001,
            0.006802,
            null,
            0.011159
          ],
          "net_pap_revenue": [
            null,
            0,
            0.00018,
            0.000028,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            0.002,
            0.009876,
            0.009111000000000001,
            0.006802,
            null,
            0.011159
          ]
        },
        "French Polynesia": {
          "metric": [
            null,
            1,
            1,
            null,
            null,
            1,
            5
          ],
          "gross_revenue": [
            null,
            0.003,
            0.001808,
            null,
            null,
            0,
            0.006458
          ],
          "gross_pap_revenue": [
            null,
            0,
            0,
            null,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            0.003,
            0.001808,
            null,
            null,
            0,
            0.006458
          ],
          "net_revenue": [
            null,
            0.003,
            0.0018080000000000001,
            null,
            null,
            0,
            0.006458
          ],
          "net_pap_revenue": [
            null,
            0,
            0,
            null,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            0.003,
            0.0018080000000000001,
            null,
            null,
            0,
            0.006458
          ]
        },
        "Comoros": {
          "metric": [
            null,
            1,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            0.000643,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            0.000643,
            null,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            0.000643,
            null,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            0,
            null,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            0.000643,
            null,
            null,
            null,
            null,
            null
          ]
        },
        "Sudan": {
          "metric": [
            null,
            null,
            1,
            null,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            null
          ]
        },
        "Djibouti": {
          "metric": [
            null,
            null,
            27,
            null,
            null,
            null,
            11
          ],
          "gross_revenue": [
            null,
            null,
            0.038084,
            null,
            null,
            null,
            0.02
          ],
          "gross_pap_revenue": [
            null,
            null,
            0.000084,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.038,
            null,
            null,
            null,
            0.02
          ],
          "net_revenue": [
            null,
            null,
            0.0380672,
            null,
            null,
            null,
            0.02
          ],
          "net_pap_revenue": [
            null,
            null,
            0.0000672,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            0.038000000000000006,
            null,
            null,
            null,
            0.02
          ]
        },
        "Falkland Islands (Malvinas)": {
          "metric": [
            null,
            null,
            1,
            null,
            1,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            0.003404,
            null,
            0.003,
            null,
            0.003
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.003404,
            null,
            0.003,
            null,
            0.003
          ],
          "net_revenue": [
            null,
            null,
            0.003404,
            null,
            0.003,
            null,
            0.003
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            0.003404,
            null,
            0.003,
            null,
            0.003
          ]
        },
        "Mauritania": {
          "metric": [
            null,
            null,
            3,
            3,
            1,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            0.000511,
            0,
            0,
            null,
            0
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.000511,
            0,
            0,
            null,
            0
          ],
          "net_revenue": [
            null,
            null,
            0.000511,
            0,
            0,
            null,
            0
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            0.000511,
            0,
            0,
            null,
            0
          ]
        },
        "French Guiana": {
          "metric": [
            null,
            null,
            1,
            null,
            1,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0,
            null,
            0,
            null,
            null
          ]
        },
        "Liberia": {
          "metric": [
            null,
            null,
            1,
            1,
            null,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            0,
            0.003404,
            null,
            null,
            0.003
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            0,
            0.003404,
            null,
            null,
            0.003
          ],
          "net_revenue": [
            null,
            null,
            0,
            0.003404,
            null,
            null,
            0.003
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            0,
            0.003404,
            null,
            null,
            0.003
          ]
        },
        "Haiti": {
          "metric": [
            null,
            null,
            1,
            null,
            2,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0,
            null,
            0.001104,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            0.000104,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0,
            null,
            0.001,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            0,
            null,
            0.0010831999999999999,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            0.0000832,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0,
            null,
            0.001,
            null,
            null
          ]
        },
        "American Samoa": {
          "metric": [
            null,
            null,
            1,
            0,
            null,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0.007155,
            0.000453,
            null,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.007155,
            0.000453,
            null,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            0.007155,
            0.000453,
            null,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0.007155,
            0.000453,
            null,
            null,
            null
          ]
        },
        "Montserrat": {
          "metric": [
            null,
            null,
            3,
            1,
            null,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0.006243,
            0,
            null,
            0,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.006243,
            0,
            null,
            0,
            null
          ],
          "net_revenue": [
            null,
            null,
            0.006242999999999999,
            0,
            null,
            0,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            0,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0.006242999999999999,
            0,
            null,
            0,
            null
          ]
        },
        "New Caledonia": {
          "metric": [
            null,
            null,
            2,
            2,
            1,
            2,
            null
          ],
          "gross_revenue": [
            null,
            null,
            0.003125,
            0.004218,
            0.00105,
            0.001403,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            0.000322,
            0.000218,
            0.00005,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.002803,
            0.004,
            0.001,
            0.001403,
            null
          ],
          "net_revenue": [
            null,
            null,
            0.0030606,
            0.0041744,
            0.0010400000000000001,
            0.001403,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            0.0002576,
            0.0001744,
            0.00004,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            0.002803,
            0.004,
            0.001,
            0.001403,
            null
          ]
        },
        "Saint Martin (French part)": {
          "metric": [
            null,
            null,
            1,
            null,
            null,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            0.007633,
            null,
            null,
            null,
            0.010017
          ],
          "gross_pap_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            0.000098
          ],
          "gross_saas_revenue": [
            null,
            null,
            0.007633,
            null,
            null,
            null,
            0.009919
          ],
          "net_revenue": [
            null,
            null,
            0.007633,
            null,
            null,
            null,
            0.009997400000000002
          ],
          "net_pap_revenue": [
            null,
            null,
            0,
            null,
            null,
            null,
            0.0000784
          ],
          "net_saas_revenue": [
            null,
            null,
            0.007633,
            null,
            null,
            null,
            0.009919
          ]
        },
        "Equatorial Guinea": {
          "metric": [
            null,
            null,
            null,
            1,
            8,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            0.007162,
            0.011594,
            null,
            0.000464
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            0.007162,
            0.011594,
            null,
            0.000464
          ],
          "net_revenue": [
            null,
            null,
            null,
            0.007162,
            0.011594,
            null,
            0.000464
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            0.007162,
            0.011594,
            null,
            0.000464
          ]
        },
        "Mali": {
          "metric": [
            null,
            null,
            null,
            1,
            1,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            0,
            0,
            0.005754,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            0,
            0,
            0.005754,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            0,
            0,
            0.0057540000000000004,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            0,
            0,
            0.0057540000000000004,
            null
          ]
        },
        "Marshall Islands": {
          "metric": [
            null,
            null,
            null,
            1,
            null,
            1,
            4
          ],
          "gross_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0.002012
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0.002012
          ],
          "net_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0.002012
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            0,
            null,
            0,
            0.002012
          ]
        },
        "Anguilla": {
          "metric": [
            null,
            null,
            null,
            3,
            2,
            2,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            0.000404,
            0.003403,
            0.006,
            0.000409
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            0,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            0.000404,
            0.003403,
            0.006,
            0.000409
          ],
          "net_revenue": [
            null,
            null,
            null,
            0.000404,
            0.003403,
            0.006,
            0.000409
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            0,
            0,
            0,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            0.000404,
            0.003403,
            0.006,
            0.000409
          ]
        },
        "Saint Pierre and Miquelon": {
          "metric": [
            null,
            null,
            null,
            null,
            1,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            null,
            null
          ]
        },
        "Dominica": {
          "metric": [
            null,
            null,
            null,
            null,
            2,
            null,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.003705,
            null,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            null,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.003705,
            null,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.003705,
            null,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            null,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.003705,
            null,
            null
          ]
        },
        "South Sudan": {
          "metric": [
            null,
            null,
            null,
            null,
            1,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.00048,
            0,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.00048,
            0,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.00048,
            0,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.00048,
            0,
            null
          ]
        },
        "Vanuatu": {
          "metric": [
            null,
            null,
            null,
            null,
            2,
            3,
            2
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.001036,
            0.003487,
            0.002106
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0.000036,
            0,
            0.000106
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            0.003487,
            0.002
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.0010288,
            0.003487,
            0.0020848
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0.0000288,
            0,
            0.0000848
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.001,
            0.003487,
            0.002
          ]
        },
        "Tonga": {
          "metric": [
            null,
            null,
            null,
            null,
            4,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.01369,
            0.003,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.01369,
            0.003,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.01369,
            0.003,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.01369,
            0.003,
            null
          ]
        },
        "Solomon Islands": {
          "metric": [
            null,
            null,
            null,
            null,
            1,
            5,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.003,
            0.003403,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.003,
            0.003403,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.003,
            0.003403,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.003,
            0.003403,
            null
          ]
        },
        "Saint Helena": {
          "metric": [
            null,
            null,
            null,
            null,
            1,
            7,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0.004459,
            0.004761,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0.004459,
            0.004761,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0.004459,
            0.0047610000000000005,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0.004459,
            0.0047610000000000005,
            null
          ]
        },
        "Samoa": {
          "metric": [
            null,
            null,
            null,
            null,
            3,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.002681,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.000266,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.002415,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.0026278000000000004,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.0002128,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            0,
            0.002415,
            null
          ]
        },
        "Saint Barthelemy": {
          "metric": [
            null,
            null,
            null,
            null,
            null,
            1,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.000873,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.000873,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.000873,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.000873,
            null
          ]
        },
        "Benin": {
          "metric": [
            null,
            null,
            null,
            null,
            null,
            4,
            null
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.005541,
            null
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.005541,
            null
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.005541,
            null
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            0,
            null
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            0.005541,
            null
          ]
        },
        "Burundi": {
          "metric": [
            null,
            null,
            null,
            null,
            null,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ]
        },
        "Congo, Democratic Republic of the": {
          "metric": [
            null,
            null,
            null,
            null,
            null,
            null,
            1
          ],
          "gross_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0.00053
          ],
          "gross_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "gross_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0.00053
          ],
          "net_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0.00053
          ],
          "net_pap_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0
          ],
          "net_saas_revenue": [
            null,
            null,
            null,
            null,
            null,
            null,
            0.00053
          ]
        }
      }
    }
  },
  "success": true
}

Authorizations

Authorization

string

header

required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Query Parameters

uid

integer

required

Publisher ID

range

enum<string>

Date range. All ranges exclude today and run up to yesterday

Available options:

custom,

all_time,

seven_days,

fourteen_days,

thirty_days,

three_months,

six_months,

week_to_date,

month_to_date,

quarter_to_date,

year_to_date,

last_week,

last_month,

last_quarter,

last_year,

month_on_month,

quarter_on_quarter,

yesterday

start

string<date>

Start date when range=custom

end

string<date>

End date when range=custom

date_group

string

Date grouping when range=custom

rev_type

enum<string>

default:gross

Revenue type

Available options:

gross,

net

tab

enum<string>

default:page_views

Metric to report on

Available options:

page_views,

sessions,

total_users,

ad_requests,

unit_loads

Response

200 - application/json

results

object

required

Show child attributes

success

boolean

required

/report/insight/revenue-analytics/overview

/report/insight/revenue-analytics/totals

⌘I

Reporting/Revenue Reports

Reporting/Experiment Reporting

Reporting/Campaign Reports

Reporting/Health Check

Reporting/Ads.txt

Reporting/Utility

Reporting/Insights Hub/SSP Insights

Reporting/Insights Hub/Core Web Vitals

Reporting/Insights Hub/Ads.txt Insights

Reporting/Insights Hub/Live Insights

Reporting/Insights Hub/Metrics

Reporting/Insights Hub/Diagnostics

Reporting/Insights Hub/Revenue Insights

Reporting/Insights Hub/Revenue Analytics

Reporting/Insights Hub/Demand Mix

Reporting/Insights Hub/Benchmarking

Reporting

Organisation/Organisation Meta

Organisation

Ad Stack/Integration

Ad Stack

Publisher/Publisher Stack

Publisher/Publisher Tag

Publisher/Publisher Meta

Publisher

Publisher/Experiment

Publisher/Config (Ad unit)

Publisher/App Placement

Billing/Invoice

/report/insight/revenue-analytics/metric

Authorizations

Query Parameters

Response