{
 "name": "Puley Price Index",
 "url": "https://puley.com/prices",
 "updated": "2026-10-08",
 "fx_date": "2026-10-08",
 "built": "2026-10-08T10:26:30Z",
 "stores": 174,
 "apps": [
  {
   "app": "chatgpt",
   "name": "ChatGPT",
   "category": "AI assistants",
   "collected": "2026-10-08",
   "sold_in": 168,
   "plans": 6,
   "headline": {
    "key": "chatgpt-plus",
    "name": "ChatGPT Plus",
    "period": "month",
    "stores": 168,
    "stats": {
     "us": 19.99,
     "min": 15.91,
     "max": 30.86,
     "median": 19.99,
     "spread": 1.94,
     "cheapest": [
      {
       "cc": "PH",
       "country": "Philippines",
       "usd": 15.91
      },
      {
       "cc": "CA",
       "country": "Canada",
       "usd": 17.55
      },
      {
       "cc": "PK",
       "country": "Pakistan",
       "usd": 17.68
      },
      {
       "cc": "TZ",
       "country": "Tanzania",
       "usd": 18.91
      },
      {
       "cc": "JP",
       "country": "Japan",
       "usd": 18.98
      }
     ],
     "priciest": [
      {
       "cc": "CO",
       "country": "Colombia",
       "usd": 30.86
      },
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 27.5
      },
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 26.78
      },
      {
       "cc": "GB",
       "country": "United Kingdom",
       "usd": 26.42
      },
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 26.0
      }
     ]
    }
   }
  },
  {
   "app": "claude",
   "name": "Claude",
   "category": "AI assistants",
   "collected": "2026-10-08",
   "sold_in": 165,
   "plans": 4,
   "headline": {
    "key": "claude-pro",
    "name": "Claude Pro - Monthly",
    "period": "month",
    "stores": 165,
    "stats": {
     "us": 20.0,
     "min": 17.68,
     "max": 30.86,
     "median": 20.54,
     "spread": 1.75,
     "cheapest": [
      {
       "cc": "PK",
       "country": "Pakistan",
       "usd": 17.68
      },
      {
       "cc": "JP",
       "country": "Japan",
       "usd": 18.98
      },
      {
       "cc": "EG",
       "country": "Egypt",
       "usd": 19.09
      },
      {
       "cc": "QA",
       "country": "Qatar",
       "usd": 19.23
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 19.52
      }
     ],
     "priciest": [
      {
       "cc": "CO",
       "country": "Colombia",
       "usd": 30.86
      },
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 27.5
      },
      {
       "cc": "KZ",
       "country": "Kazakhstan",
       "usd": 26.81
      },
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 26.78
      },
      {
       "cc": "GB",
       "country": "United Kingdom",
       "usd": 26.44
      }
     ]
    }
   }
  },
  {
   "app": "gemini",
   "name": "Google Gemini",
   "category": "AI assistants",
   "collected": "2026-10-08",
   "sold_in": 168,
   "plans": 14,
   "headline": {
    "key": "google-ai-pro-5-tb",
    "name": "Google AI Pro (5 TB)",
    "period": "month",
    "stores": 166,
    "stats": {
     "us": 19.99,
     "min": 17.29,
     "max": 27.05,
     "median": 19.99,
     "spread": 1.56,
     "cheapest": [
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 17.29
      },
      {
       "cc": "PH",
       "country": "Philippines",
       "usd": 17.51
      },
      {
       "cc": "EG",
       "country": "Egypt",
       "usd": 17.94
      },
      {
       "cc": "JP",
       "country": "Japan",
       "usd": 18.34
      },
      {
       "cc": "VN",
       "country": "Vietnam",
       "usd": 18.84
      }
     ],
     "priciest": [
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 27.05
      },
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 26.89
      },
      {
       "cc": "ZA",
       "country": "South Africa",
       "usd": 25.84
      },
      {
       "cc": "XK",
       "country": "Kosovo",
       "usd": 25.75
      },
      {
       "cc": "HR",
       "country": "Croatia",
       "usd": 25.75
      }
     ]
    }
   }
  },
  {
   "app": "perplexity",
   "name": "Perplexity",
   "category": "AI assistants",
   "collected": "2026-10-08",
   "sold_in": 173,
   "plans": 3,
   "headline": {
    "key": "perplexity-pro",
    "name": "Perplexity Pro",
    "period": "month",
    "stores": 163,
    "stats": {
     "us": 20.0,
     "min": 17.55,
     "max": 30.86,
     "median": 20.0,
     "spread": 1.76,
     "cheapest": [
      {
       "cc": "CA",
       "country": "Canada",
       "usd": 17.55
      },
      {
       "cc": "PK",
       "country": "Pakistan",
       "usd": 17.68
      },
      {
       "cc": "HK",
       "country": "Hong Kong",
       "usd": 18.86
      },
      {
       "cc": "JP",
       "country": "Japan",
       "usd": 18.98
      },
      {
       "cc": "EG",
       "country": "Egypt",
       "usd": 19.09
      }
     ],
     "priciest": [
      {
       "cc": "CO",
       "country": "Colombia",
       "usd": 30.86
      },
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 27.5
      },
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 26.78
      },
      {
       "cc": "GB",
       "country": "United Kingdom",
       "usd": 26.44
      },
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 26.0
      }
     ]
    }
   }
  },
  {
   "app": "grok",
   "name": "Grok",
   "category": "AI assistants",
   "collected": "2026-10-08",
   "sold_in": 160,
   "plans": 7,
   "headline": {
    "key": "supergrok",
    "name": "SuperGrok",
    "period": "month",
    "stores": 155,
    "stats": {
     "us": 30.0,
     "min": 26.41,
     "max": 41.67,
     "median": 30.0,
     "spread": 1.58,
     "cheapest": [
      {
       "cc": "TR",
       "country": "Turkey",
       "usd": 26.41
      },
      {
       "cc": "QA",
       "country": "Qatar",
       "usd": 27.47
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 27.91
      },
      {
       "cc": "NZ",
       "country": "New Zealand",
       "usd": 28.0
      },
      {
       "cc": "CA",
       "country": "Canada",
       "usd": 28.08
      }
     ],
     "priciest": [
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 41.67
      },
      {
       "cc": "CO",
       "country": "Colombia",
       "usd": 40.13
      },
      {
       "cc": "ZM",
       "country": "Zambia",
       "usd": 40.0
      },
      {
       "cc": "UG",
       "country": "Uganda",
       "usd": 40.0
      },
      {
       "cc": "UA",
       "country": "Ukraine",
       "usd": 40.0
      }
     ]
    }
   }
  },
  {
   "app": "copilot",
   "name": "Microsoft Copilot",
   "category": "AI assistants",
   "collected": "2026-10-08",
   "sold_in": 169,
   "plans": 7,
   "headline": {
    "key": "microsoft-365-premium",
    "name": "Microsoft 365 Premium Monthly",
    "period": "month",
    "stores": 165,
    "stats": {
     "us": 19.99,
     "min": 12.78,
     "max": 27.05,
     "median": 19.99,
     "spread": 2.12,
     "cheapest": [
      {
       "cc": "NG",
       "country": "Nigeria",
       "usd": 12.78
      },
      {
       "cc": "EG",
       "country": "Egypt",
       "usd": 13.34
      },
      {
       "cc": "TR",
       "country": "Turkey",
       "usd": 14.63
      },
      {
       "cc": "PH",
       "country": "Philippines",
       "usd": 17.35
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 18.46
      }
     ],
     "priciest": [
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 27.05
      },
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 26.89
      },
      {
       "cc": "CO",
       "country": "Colombia",
       "usd": 26.23
      },
      {
       "cc": "ZA",
       "country": "South Africa",
       "usd": 25.78
      },
      {
       "cc": "HR",
       "country": "Croatia",
       "usd": 25.76
      }
     ]
    }
   }
  },
  {
   "app": "le-chat",
   "name": "Le Chat (Vibe by Mistral)",
   "category": "AI assistants",
   "collected": "2026-10-08",
   "sold_in": 174,
   "plans": 2,
   "headline": {
    "key": "vibe-pro",
    "name": "Vibe Pro",
    "period": "month",
    "stores": 174,
    "stats": {
     "us": 14.99,
     "min": 12.72,
     "max": 21.6,
     "median": 14.99,
     "spread": 1.7,
     "cheapest": [
      {
       "cc": "PH",
       "country": "Philippines",
       "usd": 12.72
      },
      {
       "cc": "QA",
       "country": "Qatar",
       "usd": 13.73
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 13.93
      },
      {
       "cc": "CA",
       "country": "Canada",
       "usd": 14.03
      },
      {
       "cc": "PK",
       "country": "Pakistan",
       "usd": 14.08
      }
     ],
     "priciest": [
      {
       "cc": "CO",
       "country": "Colombia",
       "usd": 21.6
      },
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 21.38
      },
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 20.78
      },
      {
       "cc": "PL",
       "country": "Poland",
       "usd": 20.45
      },
      {
       "cc": "PE",
       "country": "Peru",
       "usd": 20.3
      }
     ]
    }
   }
  },
  {
   "app": "character-ai",
   "name": "Character.AI",
   "category": "AI assistants",
   "collected": "2026-10-08",
   "sold_in": 172,
   "plans": 2,
   "headline": {
    "key": "character-ai+",
    "name": "Character.AI+",
    "period": "month",
    "stores": 152,
    "stats": {
     "us": 9.99,
     "min": 5.73,
     "max": 18.51,
     "median": 9.99,
     "spread": 3.23,
     "cheapest": [
      {
       "cc": "EG",
       "country": "Egypt",
       "usd": 5.73
      },
      {
       "cc": "PH",
       "country": "Philippines",
       "usd": 7.94
      },
      {
       "cc": "TZ",
       "country": "Tanzania",
       "usd": 8.68
      },
      {
       "cc": "CA",
       "country": "Canada",
       "usd": 9.12
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 9.45
      }
     ],
     "priciest": [
      {
       "cc": "CO",
       "country": "Colombia",
       "usd": 18.51
      },
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 13.73
      },
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 13.47
      },
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 13.32
      },
      {
       "cc": "GB",
       "country": "United Kingdom",
       "usd": 13.2
      }
     ]
    }
   }
  },
  {
   "app": "youtube",
   "name": "YouTube Premium",
   "category": "Video and music",
   "collected": "2026-10-08",
   "sold_in": 133,
   "plans": 41,
   "headline": {
    "key": "youtube-premium",
    "name": "YouTube Premium",
    "period": "month",
    "stores": 112,
    "stats": {
     "us": 20.99,
     "min": 2.01,
     "max": 31.27,
     "median": 10.99,
     "spread": 15.56,
     "cheapest": [
      {
       "cc": "IN",
       "country": "India",
       "usd": 2.01
      },
      {
       "cc": "EG",
       "country": "Egypt",
       "usd": 2.2
      },
      {
       "cc": "PK",
       "country": "Pakistan",
       "usd": 2.34
      },
      {
       "cc": "GH",
       "country": "Ghana",
       "usd": 2.69
      },
      {
       "cc": "TR",
       "country": "Turkey",
       "usd": 3.25
      }
     ],
     "priciest": [
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 31.27
      },
      {
       "cc": "CH",
       "country": "Switzerland",
       "usd": 28.69
      },
      {
       "cc": "LU",
       "country": "Luxembourg",
       "usd": 24.63
      },
      {
       "cc": "FI",
       "country": "Finland",
       "usd": 24.63
      },
      {
       "cc": "NL",
       "country": "Netherlands",
       "usd": 23.51
      }
     ]
    }
   }
  },
  {
   "app": "hbo-max",
   "name": "HBO Max",
   "category": "Video and music",
   "collected": "2026-10-08",
   "sold_in": 97,
   "plans": 14,
   "headline": {
    "key": "standard",
    "name": "Standard",
    "period": "month",
    "stores": 90,
    "stats": {
     "us": 18.49,
     "min": 2.89,
     "max": 20.29,
     "median": 9.09,
     "spread": 7.02,
     "cheapest": [
      {
       "cc": "PK",
       "country": "Pakistan",
       "usd": 2.89
      },
      {
       "cc": "TR",
       "country": "Turkey",
       "usd": 4.67
      },
      {
       "cc": "KH",
       "country": "Cambodia",
       "usd": 4.99
      },
      {
       "cc": "LA",
       "country": "Laos",
       "usd": 4.99
      },
      {
       "cc": "LK",
       "country": "Sri Lanka",
       "usd": 4.99
      }
     ],
     "priciest": [
      {
       "cc": "CH",
       "country": "Switzerland",
       "usd": 20.29
      },
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 19.3
      },
      {
       "cc": "US",
       "country": "United States",
       "usd": 18.49
      },
      {
       "cc": "IL",
       "country": "Israel",
       "usd": 16.27
      },
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 15.56
      }
     ]
    }
   }
  },
  {
   "app": "crunchyroll",
   "name": "Crunchyroll",
   "category": "Video and music",
   "collected": "2026-10-08",
   "sold_in": 169,
   "plans": 10,
   "headline": {
    "key": "fan",
    "name": "Fan",
    "period": "month",
    "stores": 169,
    "stats": {
     "us": 9.99,
     "min": 1.01,
     "max": 10.68,
     "median": 6.71,
     "spread": 10.57,
     "cheapest": [
      {
       "cc": "PK",
       "country": "Pakistan",
       "usd": 1.01
      },
      {
       "cc": "IN",
       "country": "India",
       "usd": 1.02
      },
      {
       "cc": "TR",
       "country": "Turkey",
       "usd": 1.42
      },
      {
       "cc": "PH",
       "country": "Philippines",
       "usd": 1.58
      },
      {
       "cc": "VN",
       "country": "Vietnam",
       "usd": 1.73
      }
     ],
     "priciest": [
      {
       "cc": "CH",
       "country": "Switzerland",
       "usd": 10.68
      },
      {
       "cc": "DE",
       "country": "Germany",
       "usd": 10.07
      },
      {
       "cc": "AT",
       "country": "Austria",
       "usd": 10.07
      },
      {
       "cc": "US",
       "country": "United States",
       "usd": 9.99
      },
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 9.73
      }
     ]
    }
   }
  },
  {
   "app": "telegram",
   "name": "Telegram Premium",
   "category": "Social and chat",
   "collected": "2026-10-08",
   "sold_in": 173,
   "plans": 17,
   "headline": {
    "key": "telegram-premium",
    "name": "Telegram Premium",
    "period": "month",
    "stores": 170,
    "stats": {
     "us": 4.99,
     "min": 3.28,
     "max": 7.0,
     "median": 4.99,
     "spread": 2.13,
     "cheapest": [
      {
       "cc": "CL",
       "country": "Chile",
       "usd": 3.28
      },
      {
       "cc": "IN",
       "country": "India",
       "usd": 3.29
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 3.3
      },
      {
       "cc": "PK",
       "country": "Pakistan",
       "usd": 3.32
      },
      {
       "cc": "PH",
       "country": "Philippines",
       "usd": 3.42
      }
     ],
     "priciest": [
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 7.0
      },
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 6.73
      },
      {
       "cc": "SI",
       "country": "Slovenia",
       "usd": 6.71
      },
      {
       "cc": "PT",
       "country": "Portugal",
       "usd": 6.71
      },
      {
       "cc": "IE",
       "country": "Ireland",
       "usd": 6.71
      }
     ]
    }
   }
  },
  {
   "app": "x",
   "name": "X Premium",
   "category": "Social and chat",
   "collected": "2026-10-08",
   "sold_in": 174,
   "plans": 176,
   "headline": {
    "key": "x-premium",
    "name": "X Premium (Monthly)",
    "period": "month",
    "stores": 170,
    "stats": {
     "us": 11.0,
     "min": 4.06,
     "max": 14.54,
     "median": 6.0,
     "spread": 3.58,
     "cheapest": [
      {
       "cc": "TR",
       "country": "Turkey",
       "usd": 4.06
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 4.76
      },
      {
       "cc": "EG",
       "country": "Egypt",
       "usd": 4.77
      },
      {
       "cc": "IN",
       "country": "India",
       "usd": 4.85
      },
      {
       "cc": "AF",
       "country": "Afghanistan",
       "usd": 5.0
      }
     ],
     "priciest": [
      {
       "cc": "GB",
       "country": "United Kingdom",
       "usd": 14.54
      },
      {
       "cc": "NL",
       "country": "Netherlands",
       "usd": 12.32
      },
      {
       "cc": "MT",
       "country": "Malta",
       "usd": 12.32
      },
      {
       "cc": "LV",
       "country": "Latvia",
       "usd": 12.32
      },
      {
       "cc": "LU",
       "country": "Luxembourg",
       "usd": 12.32
      }
     ]
    }
   }
  },
  {
   "app": "notion",
   "name": "Notion",
   "category": "Learning and work",
   "collected": "2026-10-08",
   "sold_in": 173,
   "plans": 4,
   "headline": {
    "key": "notion-plus",
    "name": "Notion – Plus Monthly",
    "period": "month",
    "stores": 173,
    "stats": {
     "us": 11.99,
     "min": 10.16,
     "max": 18.51,
     "median": 11.99,
     "spread": 1.82,
     "cheapest": [
      {
       "cc": "TR",
       "country": "Turkey",
       "usd": 10.16
      },
      {
       "cc": "CA",
       "country": "Canada",
       "usd": 10.52
      },
      {
       "cc": "QA",
       "country": "Qatar",
       "usd": 10.99
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 11.13
      },
      {
       "cc": "PH",
       "country": "Philippines",
       "usd": 11.13
      }
     ],
     "priciest": [
      {
       "cc": "CO",
       "country": "Colombia",
       "usd": 18.51
      },
      {
       "cc": "PL",
       "country": "Poland",
       "usd": 17.9
      },
      {
       "cc": "GB",
       "country": "United Kingdom",
       "usd": 15.85
      },
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 15.56
      },
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 15.26
      }
     ]
    }
   }
  },
  {
   "app": "capcut",
   "name": "CapCut",
   "category": "Creative",
   "collected": "2026-10-08",
   "sold_in": 171,
   "plans": 9,
   "headline": {
    "key": "pro",
    "name": "Pro Monthly Subscription",
    "period": "month",
    "stores": 165,
    "stats": {
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     "min": 7.64,
     "max": 38.35,
     "median": 13.99,
     "spread": 5.02,
     "cheapest": [
      {
       "cc": "PH",
       "country": "Philippines",
       "usd": 7.64
      },
      {
       "cc": "PK",
       "country": "Pakistan",
       "usd": 7.94
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 8.06
      },
      {
       "cc": "TR",
       "country": "Turkey",
       "usd": 8.13
      },
      {
       "cc": "VN",
       "country": "Vietnam",
       "usd": 8.55
      }
     ],
     "priciest": [
      {
       "cc": "PL",
       "country": "Poland",
       "usd": 38.35
      },
      {
       "cc": "HU",
       "country": "Hungary",
       "usd": 36.67
      },
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 36.45
      },
      {
       "cc": "SE",
       "country": "Sweden",
       "usd": 34.86
      },
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 34.27
      }
     ]
    }
   }
  },
  {
   "app": "google-one",
   "name": "Google One",
   "category": "Privacy and storage",
   "collected": "2026-10-08",
   "sold_in": 144,
   "plans": 15,
   "headline": {
    "key": "100-gb",
    "name": "100 GB Month",
    "period": "month",
    "stores": 137,
    "stats": {
     "us": 1.99,
     "min": 1.51,
     "max": 2.75,
     "median": 1.99,
     "spread": 1.82,
     "cheapest": [
      {
       "cc": "RU",
       "country": "Russia",
       "usd": 1.51
      },
      {
       "cc": "IN",
       "country": "India",
       "usd": 1.54
      },
      {
       "cc": "TR",
       "country": "Turkey",
       "usd": 1.73
      },
      {
       "cc": "VN",
       "country": "Vietnam",
       "usd": 1.73
      },
      {
       "cc": "ID",
       "country": "Indonesia",
       "usd": 1.79
      }
     ],
     "priciest": [
      {
       "cc": "CO",
       "country": "Colombia",
       "usd": 2.75
      },
      {
       "cc": "CZ",
       "country": "Czechia",
       "usd": 2.71
      },
      {
       "cc": "IL",
       "country": "Israel",
       "usd": 2.58
      },
      {
       "cc": "DK",
       "country": "Denmark",
       "usd": 2.54
      },
      {
       "cc": "NO",
       "country": "Norway",
       "usd": 2.51
      }
     ]
    }
   }
  }
 ],
 "countries": [
  {
   "cc": "AE",
   "name": "United Arab Emirates",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 4.9
  },
  {
   "cc": "AF",
   "name": "Afghanistan",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
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   "currency": null,
   "apps": 9,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "AG",
   "name": "Antigua and Barbuda",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "AI",
   "name": "Anguilla",
   "region": null,
   "income": null,
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "AL",
   "name": "Albania",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 20.0
  },
  {
   "cc": "AM",
   "name": "Armenia",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 7.5
  },
  {
   "cc": "AO",
   "name": "Angola",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "AR",
   "name": "Argentina",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "AT",
   "name": "Austria",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "AU",
   "name": "Australia",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 4.5
  },
  {
   "cc": "AZ",
   "name": "Azerbaijan",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BA",
   "name": "Bosnia and Herzegovina",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 12.1
  },
  {
   "cc": "BB",
   "name": "Barbados",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 17.5
  },
  {
   "cc": "BE",
   "name": "Belgium",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "BF",
   "name": "Burkina Faso",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BG",
   "name": "Bulgaria",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 12.0
  },
  {
   "cc": "BH",
   "name": "Bahrain",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BJ",
   "name": "Benin",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BM",
   "name": "Bermuda",
   "region": "North America",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BN",
   "name": "Brunei",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BO",
   "name": "Bolivia",
   "region": "Latin America & Caribbean",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BR",
   "name": "Brazil",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": -0.2
  },
  {
   "cc": "BS",
   "name": "Bahamas",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BT",
   "name": "Bhutan",
   "region": "South Asia",
   "income": "Lower middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BW",
   "name": "Botswana",
   "region": "Sub-Saharan Africa",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BY",
   "name": "Belarus",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 9,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "BZ",
   "name": "Belize",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "CA",
   "name": "Canada",
   "region": "North America",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": -8.6
  },
  {
   "cc": "CD",
   "name": "DR Congo",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 11,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "CG",
   "name": "Republic of the Congo",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "CH",
   "name": "Switzerland",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 20.1
  },
  {
   "cc": "CI",
   "name": "Côte d'Ivoire",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "CL",
   "name": "Chile",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 6.5
  },
  {
   "cc": "CM",
   "name": "Cameroon",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 15.0
  },
  {
   "cc": "CN",
   "name": "China",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 3,
   "median_vs_us_pct": -2.6
  },
  {
   "cc": "CO",
   "name": "Colombia",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 32.5
  },
  {
   "cc": "CR",
   "name": "Costa Rica",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "CV",
   "name": "Cape Verde",
   "region": "Sub-Saharan Africa",
   "income": "Upper middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "CY",
   "name": "Cyprus",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 22.3
  },
  {
   "cc": "CZ",
   "name": "Czechia",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 14.4
  },
  {
   "cc": "DE",
   "name": "Germany",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "DK",
   "name": "Denmark",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 28.2
  },
  {
   "cc": "DM",
   "name": "Dominica",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "DO",
   "name": "Dominican Republic",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "DZ",
   "name": "Algeria",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "EC",
   "name": "Ecuador",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "EE",
   "name": "Estonia",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "EG",
   "name": "Egypt",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": -10.3
  },
  {
   "cc": "ES",
   "name": "Spain",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 22.3
  },
  {
   "cc": "FI",
   "name": "Finland",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "FJ",
   "name": "Fiji",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "FM",
   "name": "Micronesia",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 9,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "FR",
   "name": "France",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "GA",
   "name": "Gabon",
   "region": "Sub-Saharan Africa",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "GB",
   "name": "United Kingdom",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 32.2
  },
  {
   "cc": "GD",
   "name": "Grenada",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "GE",
   "name": "Georgia",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 17.5
  },
  {
   "cc": "GH",
   "name": "Ghana",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "GM",
   "name": "Gambia",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "GR",
   "name": "Greece",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "GT",
   "name": "Guatemala",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "GW",
   "name": "Guinea-Bissau",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "GY",
   "name": "Guyana",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "HK",
   "name": "Hong Kong",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": -4.8
  },
  {
   "cc": "HN",
   "name": "Honduras",
   "region": "Latin America & Caribbean",
   "income": "Lower middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "HR",
   "name": "Croatia",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 26.0
  },
  {
   "cc": "HU",
   "name": "Hungary",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 34.5
  },
  {
   "cc": "ID",
   "name": "Indonesia",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": -7.7
  },
  {
   "cc": "IE",
   "name": "Ireland",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "IL",
   "name": "Israel",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 8.5
  },
  {
   "cc": "IN",
   "name": "India",
   "region": "South Asia",
   "income": "Lower middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 2.0
  },
  {
   "cc": "IQ",
   "name": "Iraq",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "IS",
   "name": "Iceland",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 20.0
  },
  {
   "cc": "IT",
   "name": "Italy",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 22.3
  },
  {
   "cc": "JM",
   "name": "Jamaica",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "JO",
   "name": "Jordan",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "JP",
   "name": "Japan",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": -5.1
  },
  {
   "cc": "KE",
   "name": "Kenya",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 15.0
  },
  {
   "cc": "KG",
   "name": "Kyrgyzstan",
   "region": "Europe & Central Asia",
   "income": "Lower middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "KH",
   "name": "Cambodia",
   "region": "East Asia & Pacific",
   "income": "Lower middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "KN",
   "name": "Saint Kitts and Nevis",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "KR",
   "name": "South Korea",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 5.9
  },
  {
   "cc": "KW",
   "name": "Kuwait",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "KY",
   "name": "Cayman Islands",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "KZ",
   "name": "Kazakhstan",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 11.7
  },
  {
   "cc": "LA",
   "name": "Laos",
   "region": "East Asia & Pacific",
   "income": "Lower middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "LB",
   "name": "Lebanon",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Lower middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "LC",
   "name": "Saint Lucia",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "LK",
   "name": "Sri Lanka",
   "region": "South Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "LR",
   "name": "Liberia",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "LT",
   "name": "Lithuania",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "LU",
   "name": "Luxembourg",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 19.5
  },
  {
   "cc": "LV",
   "name": "Latvia",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "LY",
   "name": "Libya",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Upper middle income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MA",
   "name": "Morocco",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MD",
   "name": "Moldova",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 17.5
  },
  {
   "cc": "ME",
   "name": "Montenegro",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 12.0
  },
  {
   "cc": "MG",
   "name": "Madagascar",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MK",
   "name": "North Macedonia",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "ML",
   "name": "Mali",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MM",
   "name": "Myanmar",
   "region": "East Asia & Pacific",
   "income": "Lower middle income",
   "currency": null,
   "apps": 11,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MN",
   "name": "Mongolia",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MO",
   "name": "Macau",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 11,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MR",
   "name": "Mauritania",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MS",
   "name": "Montserrat",
   "region": null,
   "income": null,
   "currency": null,
   "apps": 8,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MT",
   "name": "Malta",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 22.3
  },
  {
   "cc": "MU",
   "name": "Mauritius",
   "region": "Sub-Saharan Africa",
   "income": "Upper middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MV",
   "name": "Maldives",
   "region": "South Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MW",
   "name": "Malawi",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "MX",
   "name": "Mexico",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 9.4
  },
  {
   "cc": "MY",
   "name": "Malaysia",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 14.1
  },
  {
   "cc": "MZ",
   "name": "Mozambique",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "NA",
   "name": "Namibia",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "NG",
   "name": "Nigeria",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 11.6
  },
  {
   "cc": "NI",
   "name": "Nicaragua",
   "region": "Latin America & Caribbean",
   "income": "Lower middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "NL",
   "name": "Netherlands",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "NO",
   "name": "Norway",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 30.0
  },
  {
   "cc": "NP",
   "name": "Nepal",
   "region": "South Asia",
   "income": "Lower middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "NR",
   "name": "Nauru",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "NZ",
   "name": "New Zealand",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 3.6
  },
  {
   "cc": "OM",
   "name": "Oman",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "High income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "PA",
   "name": "Panama",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "PE",
   "name": "Peru",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 8.2
  },
  {
   "cc": "PG",
   "name": "Papua New Guinea",
   "region": "East Asia & Pacific",
   "income": "Lower middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "PH",
   "name": "Philippines",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": -15.1
  },
  {
   "cc": "PK",
   "name": "Pakistan",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Lower middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": -11.6
  },
  {
   "cc": "PL",
   "name": "Poland",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 26.6
  },
  {
   "cc": "PT",
   "name": "Portugal",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "PW",
   "name": "Palau",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "PY",
   "name": "Paraguay",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "QA",
   "name": "Qatar",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": -3.8
  },
  {
   "cc": "RO",
   "name": "Romania",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 4.7
  },
  {
   "cc": "RS",
   "name": "Serbia",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 21.4
  },
  {
   "cc": "RU",
   "name": "Russia",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 7,
   "median_vs_us_pct": 0.7
  },
  {
   "cc": "RW",
   "name": "Rwanda",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "SA",
   "name": "Saudi Arabia",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 11.2
  },
  {
   "cc": "SB",
   "name": "Solomon Islands",
   "region": "East Asia & Pacific",
   "income": "Lower middle income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "SC",
   "name": "Seychelles",
   "region": "Sub-Saharan Africa",
   "income": "High income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "SE",
   "name": "Sweden",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 24.4
  },
  {
   "cc": "SG",
   "name": "Singapore",
   "region": "East Asia & Pacific",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 13.3
  },
  {
   "cc": "SI",
   "name": "Slovenia",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "SK",
   "name": "Slovakia",
   "region": "Europe & Central Asia",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "SL",
   "name": "Sierra Leone",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "SN",
   "name": "Senegal",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "SR",
   "name": "Suriname",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "ST",
   "name": "São Tomé and Príncipe",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 8,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "SV",
   "name": "El Salvador",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "SZ",
   "name": "Eswatini",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "TC",
   "name": "Turks and Caicos Islands",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "TD",
   "name": "Chad",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "TH",
   "name": "Thailand",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 3.0
  },
  {
   "cc": "TJ",
   "name": "Tajikistan",
   "region": "Europe & Central Asia",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "TM",
   "name": "Turkmenistan",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "TN",
   "name": "Tunisia",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Lower middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "TO",
   "name": "Tonga",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "TR",
   "name": "Turkey",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": -15.3
  },
  {
   "cc": "TT",
   "name": "Trinidad and Tobago",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "TW",
   "name": "Taiwan",
   "region": null,
   "income": null,
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 2.1
  },
  {
   "cc": "TZ",
   "name": "Tanzania",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": -5.2
  },
  {
   "cc": "UA",
   "name": "Ukraine",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 15.0
  },
  {
   "cc": "UG",
   "name": "Uganda",
   "region": "Sub-Saharan Africa",
   "income": "Low income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 20.0
  },
  {
   "cc": "US",
   "name": "United States",
   "region": "North America",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "UY",
   "name": "Uruguay",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 16,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "UZ",
   "name": "Uzbekistan",
   "region": "Europe & Central Asia",
   "income": "Lower middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "VC",
   "name": "Saint Vincent and the Grenadines",
   "region": "Latin America & Caribbean",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "VE",
   "name": "Venezuela",
   "region": "Latin America & Caribbean",
   "income": "Lower middle income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "VG",
   "name": "British Virgin Islands",
   "region": "Latin America & Caribbean",
   "income": "High income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "VN",
   "name": "Vietnam",
   "region": "East Asia & Pacific",
   "income": "Upper middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": -4.9
  },
  {
   "cc": "VU",
   "name": "Vanuatu",
   "region": "East Asia & Pacific",
   "income": "Lower middle income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "XK",
   "name": "Kosovo",
   "region": "Europe & Central Asia",
   "income": "Upper middle income",
   "currency": null,
   "apps": 12,
   "median_vs_us_pct": 23.2
  },
  {
   "cc": "YE",
   "name": "Yemen",
   "region": "Middle East, North Africa, Afghanistan & Pakistan",
   "income": "Low income",
   "currency": null,
   "apps": 13,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "ZA",
   "name": "South Africa",
   "region": "Sub-Saharan Africa",
   "income": "Upper middle income",
   "currency": null,
   "apps": 15,
   "median_vs_us_pct": 20.2
  },
  {
   "cc": "ZM",
   "name": "Zambia",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 0.0
  },
  {
   "cc": "ZW",
   "name": "Zimbabwe",
   "region": "Sub-Saharan Africa",
   "income": "Lower middle income",
   "currency": null,
   "apps": 14,
   "median_vs_us_pct": 7.5
  }
 ],
 "changes_logged": 0,
 "held_back": [
  {
   "app": "disney-plus",
   "name": "Disney+",
   "category": "Video and music",
   "main_plan": "disney+-premium",
   "muddled_share": 0.18,
   "why": "Its main plan shows several different prices in the same country in 18% of stores, so no single price can be given."
  },
  {
   "app": "snapchat",
   "name": "Snapchat+",
   "category": "Social and chat",
   "main_plan": "snapchat+",
   "muddled_share": 0.4,
   "why": "Its main plan shows several different prices in the same country in 40% of stores, so no single price can be given."
  },
  {
   "app": "discord",
   "name": "Discord Nitro",
   "category": "Social and chat",
   "main_plan": "nitro-basic",
   "muddled_share": 0.35,
   "why": "Its main plan shows several different prices in the same country in 35% of stores, so no single price can be given."
  },
  {
   "app": "linkedin",
   "name": "LinkedIn Premium",
   "category": "Social and chat",
   "main_plan": "premium-career",
   "muddled_share": 0.46,
   "why": "Its main plan shows several different prices in the same country in 46% of stores, so no single price can be given."
  },
  {
   "app": "tinder",
   "name": "Tinder",
   "category": "Social and chat",
   "main_plan": "tinder-gold",
   "muddled_share": 0.99,
   "why": "Its main plan shows several different prices in the same country in 99% of stores, so no single price can be given."
  },
  {
   "app": "bumble",
   "name": "Bumble",
   "category": "Social and chat",
   "main_plan": "bumble-premium",
   "muddled_share": 0.94,
   "why": "Its main plan shows several different prices in the same country in 94% of stores, so no single price can be given."
  },
  {
   "app": "duolingo",
   "name": "Duolingo",
   "category": "Learning and work",
   "main_plan": "super-duolingo",
   "muddled_share": 0.99,
   "why": "Its main plan shows several different prices in the same country in 99% of stores, so no single price can be given."
  },
  {
   "app": "canva",
   "name": "Canva",
   "category": "Creative",
   "main_plan": "canva-pro",
   "muddled_share": 0.86,
   "why": "Its main plan shows several different prices in the same country in 86% of stores, so no single price can be given."
  },
  {
   "app": "strava",
   "name": "Strava",
   "category": "Health and fitness",
   "main_plan": "plan",
   "muddled_share": 0.32,
   "why": "Its main plan shows several different prices in the same country in 32% of stores, so no single price can be given."
  },
  {
   "app": "calm",
   "name": "Calm",
   "category": "Health and fitness",
   "main_plan": "calm-premium",
   "muddled_share": 1.0,
   "why": "Its main plan shows several different prices in the same country in 100% of stores, so no single price can be given."
  },
  {
   "app": "headspace",
   "name": "Headspace",
   "category": "Health and fitness",
   "main_plan": "plan",
   "muddled_share": 0.17,
   "why": "Its main plan shows several different prices in the same country in 17% of stores, so no single price can be given."
  },
  {
   "app": "nordvpn",
   "name": "NordVPN",
   "category": "Privacy and storage",
   "main_plan": "nordvpn",
   "muddled_share": 0.92,
   "why": "Its main plan shows several different prices in the same country in 92% of stores, so no single price can be given."
  },
  {
   "app": "expressvpn",
   "name": "ExpressVPN",
   "category": "Privacy and storage",
   "main_plan": "plan",
   "muddled_share": 0.99,
   "why": "Its main plan shows several different prices in the same country in 99% of stores, so no single price can be given."
  }
 ],
 "sources": {
  "prices": "Apple App Store app pages (apps.apple.com), In-App Purchases list, one page per app per country",
  "fx": "ExchangeRate-API open access (https://www.exchangerate-api.com)",
  "price_levels": "World Bank PA.NUS.PPPC.RF (CC BY 4.0)"
 },
 "license": "Data: CC BY 4.0, credit \"Puley Price Index (puley.com/prices)\" with a link. Code: MIT."
}