{
  "energy_providers": [
    {
      "id": 1,
      "name": "SmartGrid PowerWise SunshineEnergy",
      "tariff_plan": "Standard",
      "rebate_incentives": 801.28
    },
    {
      "id": 2,
      "name": "SmartGrid EcoPower",
      "tariff_plan": "Standard",
      "rebate_incentives": 884.47
    },
    {
      "id": 3,
      "name": "EnergySavvy SmartGrid",
      "tariff_plan": "Standard",
      "rebate_incentives": 0
    },
    {
      "id": 4,
      "name": "SmartGrid",
      "tariff_plan": "Time-of-Use",
      "rebate_incentives": 70.19
    },
    {
      "id": 5,
      "name": "RenewableWave TerraWatt EcoPower",
      "tariff_plan": "Standard",
      "rebate_incentives": 17.18
    },
    {
      "id": 6,
      "name": "EnergySphere CleanCurrent WindStream",
      "tariff_plan": "Green",
      "rebate_incentives": 160.42
    },
    {
      "id": 7,
      "name": "PureEnergy EnergySavvy",
      "tariff_plan": "Standard",
      "rebate_incentives": 18.65
    },
    {
      "id": 8,
      "name": "BrightFuture",
      "tariff_plan": "Time-of-Use",
      "rebate_incentives": 935.69
    },
    {
      "id": 9,
      "name": "EcoFusion",
      "tariff_plan": "Green",
      "rebate_incentives": 90.4
    },
    {
      "id": 10,
      "name": "GreenLight PowerWise EcoFusion",
      "tariff_plan": "Standard",
      "rebate_incentives": 109.17
    },
    {
      "id": 11,
      "name": "RenewableWave",
      "tariff_plan": "Standard",
      "rebate_incentives": 551.58
    },
    {
      "id": 12,
      "name": "PureEnergy RenewableWave SolarFlare",
      "tariff_plan": "Standard",
      "rebate_incentives": 4.94
    },
    {
      "id": 13,
      "name": "EcoGen",
      "tariff_plan": "Standard",
      "rebate_incentives": 330.35
    },
    {
      "id": 14,
      "name": "RenewableWave EnergyPlus EcoPower",
      "tariff_plan": "Standard",
      "rebate_incentives": 203.04
    },
    {
      "id": 15,
      "name": "TerraWatt EnergySphere EnergySavvy",
      "tariff_plan": "Standard",
      "rebate_incentives": 617.72
    },
    {
      "id": 16,
      "name": "PowerWise EcoFusion",
      "tariff_plan": "Green",
      "rebate_incentives": 185.15
    },
    {
      "id": 17,
      "name": "EnergySavvy CleanCurrent",
      "tariff_plan": "Standard",
      "rebate_incentives": 511.04
    },
    {
      "id": 18,
      "name": "TerraWatt NextGenEnergy",
      "tariff_plan": "Green",
      "rebate_incentives": 6.1
    },
    {
      "id": 19,
      "name": "EcoSource PowerWise WindStream",
      "tariff_plan": "Standard",
      "rebate_incentives": 789.64
    },
    {
      "id": 20,
      "name": "SmartGrid",
      "tariff_plan": "Standard",
      "rebate_incentives": 739.45
    },
    {
      "id": 21,
      "name": "EnergyPlus",
      "tariff_plan": "Standard",
      "rebate_incentives": 106.9
    },
    {
      "id": 22,
      "name": "SolarFlare",
      "tariff_plan": "Green",
      "rebate_incentives": 948.9
    },
    {
      "id": 23,
      "name": "EnergySavvy",
      "tariff_plan": "Standard",
      "rebate_incentives": 538.89
    },
    {
      "id": 24,
      "name": "NextGenEnergy PureEnergy BrightFuture",
      "tariff_plan": "Standard",
      "rebate_incentives": 380.49
    },
    {
      "id": 25,
      "name": "EnergySavvy",
      "tariff_plan": "Standard",
      "rebate_incentives": 412.41
    },
    {
      "id": 26,
      "name": "BrightFuture PureEnergy",
      "tariff_plan": "Standard",
      "rebate_incentives": 893.17
    },
    {
      "id": 27,
      "name": "EnergySavvy EcoSource PureEnergy",
      "tariff_plan": "Green",
      "rebate_incentives": 328.08
    },
    {
      "id": 28,
      "name": "WindStream BrightFuture BlueSky",
      "tariff_plan": "Time-of-Use",
      "rebate_incentives": 358.66
    },
    {
      "id": 29,
      "name": "EcoFusion GreenLight",
      "tariff_plan": "Green",
      "rebate_incentives": 17.66
    },
    {
      "id": 30,
      "name": "EnergySphere",
      "tariff_plan": "Standard",
      "rebate_incentives": 914.54
    },
    {
      "id": 31,
      "name": "PowerWise EnergySavvy",
      "tariff_plan": "Standard",
      "rebate_incentives": 317.74
    },
    {
      "id": 32,
      "name": "SunshineEnergy GreenLight EcoGen",
      "tariff_plan": "Green",
      "rebate_incentives": 769.78
    },
    {
      "id": 33,
      "name": "TerraWatt",
      "tariff_plan": "Time-of-Use",
      "rebate_incentives": 677.89
    },
    {
      "id": 34,
      "name": "EcoSource",
      "tariff_plan": "Green",
      "rebate_incentives": 146.95
    },
    {
      "id": 35,
      "name": "TerraWatt",
      "tariff_plan": "Green",
      "rebate_incentives": 99.84
    },
    {
      "id": 36,
      "name": "EcoPower SunshineEnergy",
      "tariff_plan": "Standard",
      "rebate_incentives": 16.48
    },
    {
      "id": 37,
      "name": "EcoGen SunshineEnergy",
      "tariff_plan": "Green",
      "rebate_incentives": 312.2
    },
    {
      "id": 38,
      "name": "EcoFusion",
      "tariff_plan": "Time-of-Use",
      "rebate_incentives": 129.12
    },
    {
      "id": 39,
      "name": "NextGenEnergy",
      "tariff_plan": "Standard",
      "rebate_incentives": 2.75
    },
    {
      "id": 40,
      "name": "EnergySphere EcoPower EnergyPlus",
      "tariff_plan": "Standard",
      "rebate_incentives": 457
    },
    {
      "id": 41,
      "name": "EcoSource EnergySavvy PowerWise",
      "tariff_plan": "Standard",
      "rebate_incentives": 678.03
    },
    {
      "id": 42,
      "name": "RenewableWave",
      "tariff_plan": "Standard",
      "rebate_incentives": 113.82
    },
    {
      "id": 43,
      "name": "NextGenEnergy",
      "tariff_plan": "Green",
      "rebate_incentives": 690.12
    },
    {
      "id": 44,
      "name": "BrightFuture",
      "tariff_plan": "Standard",
      "rebate_incentives": 915.42
    },
    {
      "id": 45,
      "name": "SmartGrid BlueSky",
      "tariff_plan": "Green",
      "rebate_incentives": 531.11
    },
    {
      "id": 46,
      "name": "PureEnergy EcoPower",
      "tariff_plan": "Green",
      "rebate_incentives": 427.73
    },
    {
      "id": 47,
      "name": "WindStream PureEnergy EnergyPlus",
      "tariff_plan": "Green",
      "rebate_incentives": 33
    },
    {
      "id": 48,
      "name": "EnergySavvy PureEnergy WindStream",
      "tariff_plan": "Standard",
      "rebate_incentives": 35.79
    },
    {
      "id": 49,
      "name": "PureEnergy BrightFuture CleanCurrent",
      "tariff_plan": "Green",
      "rebate_incentives": 84.35
    },
    {
      "id": 50,
      "name": "WindStream",
      "tariff_plan": "Standard",
      "rebate_incentives": 595.85
    }
  ],
  "homeowners": [
    {
      "id": 1,
      "age": 44,
      "location": "Lagos",
      "energy_provider_id": 12,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 2,
      "age": 73,
      "location": "Montreal",
      "energy_provider_id": 29,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 3,
      "age": 36,
      "location": "San Diego",
      "energy_provider_id": 34,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 4,
      "age": 69,
      "location": "Manila",
      "energy_provider_id": 39,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 5,
      "age": 48,
      "location": "Seoul",
      "energy_provider_id": 16,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 6,
      "age": 64,
      "location": "Sao Paulo",
      "energy_provider_id": 33,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 7,
      "age": 32,
      "location": "Warsaw",
      "energy_provider_id": 1,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 8,
      "age": 56,
      "location": "Lyon",
      "energy_provider_id": 40,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 9,
      "age": 53,
      "location": "Istanbul",
      "energy_provider_id": 27,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 10,
      "age": 71,
      "location": "Kyoto",
      "energy_provider_id": 36,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 11,
      "age": 61,
      "location": "Munich",
      "energy_provider_id": 32,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 12,
      "age": 66,
      "location": "Cape Town",
      "energy_provider_id": 24,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 13,
      "age": 74,
      "location": "Chicago",
      "energy_provider_id": 33,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 14,
      "age": 52,
      "location": "Seattle",
      "energy_provider_id": 13,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 15,
      "age": 36,
      "location": "Taipei",
      "energy_provider_id": 41,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 16,
      "age": 70,
      "location": "Dublin",
      "energy_provider_id": 16,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 17,
      "age": 65,
      "location": "Vienna",
      "energy_provider_id": 36,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 18,
      "age": 39,
      "location": "Jakarta",
      "energy_provider_id": 36,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 19,
      "age": 49,
      "location": "Austin",
      "energy_provider_id": 19,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 20,
      "age": 27,
      "location": "Paris",
      "energy_provider_id": 33,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 21,
      "age": 50,
      "location": "Budapest",
      "energy_provider_id": 7,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 22,
      "age": 74,
      "location": "Istanbul",
      "energy_provider_id": 9,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 23,
      "age": 45,
      "location": "Istanbul",
      "energy_provider_id": 6,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 24,
      "age": 54,
      "location": "Lisbon",
      "energy_provider_id": 22,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 25,
      "age": 33,
      "location": "Bucharest",
      "energy_provider_id": 13,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 26,
      "age": 48,
      "location": "Amsterdam",
      "energy_provider_id": 36,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 27,
      "age": 56,
      "location": "Warsaw",
      "energy_provider_id": 3,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 28,
      "age": 26,
      "location": "Manila",
      "energy_provider_id": 34,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 29,
      "age": 32,
      "location": "Nairobi",
      "energy_provider_id": 36,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 30,
      "age": 66,
      "location": "Stockholm",
      "energy_provider_id": 31,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 31,
      "age": 60,
      "location": "Sao Paulo",
      "energy_provider_id": 12,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 32,
      "age": 75,
      "location": "Warsaw",
      "energy_provider_id": 29,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 33,
      "age": 52,
      "location": "Porto",
      "energy_provider_id": 28,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 34,
      "age": 34,
      "location": "Vancouver",
      "energy_provider_id": 25,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 35,
      "age": 70,
      "location": "Kyoto",
      "energy_provider_id": 16,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 36,
      "age": 51,
      "location": "Delhi",
      "energy_provider_id": 28,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 37,
      "age": 53,
      "location": "Bangkok",
      "energy_provider_id": 4,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 38,
      "age": 65,
      "location": "Cairo",
      "energy_provider_id": 45,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 39,
      "age": 34,
      "location": "Lima",
      "energy_provider_id": 7,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 40,
      "age": 42,
      "location": "Ankara",
      "energy_provider_id": 10,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 41,
      "age": 73,
      "location": "Denver",
      "energy_provider_id": 40,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 42,
      "age": 38,
      "location": "Austin",
      "energy_provider_id": 30,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 43,
      "age": 51,
      "location": "Dublin",
      "energy_provider_id": 3,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 44,
      "age": 67,
      "location": "Kyoto",
      "energy_provider_id": 23,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 45,
      "age": 55,
      "location": "Lima",
      "energy_provider_id": 2,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 46,
      "age": 32,
      "location": "Seoul",
      "energy_provider_id": 3,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 47,
      "age": 44,
      "location": "Vancouver",
      "energy_provider_id": 35,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 48,
      "age": 52,
      "location": "Mexico City",
      "energy_provider_id": 29,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 49,
      "age": 73,
      "location": "Edinburgh",
      "energy_provider_id": 30,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 50,
      "age": 40,
      "location": "Milan",
      "energy_provider_id": 34,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 51,
      "age": 71,
      "location": "Austin",
      "energy_provider_id": 42,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 52,
      "age": 35,
      "location": "Stockholm",
      "energy_provider_id": 40,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 53,
      "age": 69,
      "location": "Barcelona",
      "energy_provider_id": 16,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 54,
      "age": 47,
      "location": "Chicago",
      "energy_provider_id": 26,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 55,
      "age": 30,
      "location": "Chicago",
      "energy_provider_id": 47,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 56,
      "age": 72,
      "location": "Helsinki",
      "energy_provider_id": 25,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 57,
      "age": 49,
      "location": "Nairobi",
      "energy_provider_id": 47,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 58,
      "age": 70,
      "location": "Chicago",
      "energy_provider_id": 37,
      "income_bracket": "High",
      "home_type": "Townhouse"
    },
    {
      "id": 59,
      "age": 68,
      "location": "Rome",
      "energy_provider_id": 45,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 60,
      "age": 48,
      "location": "Warsaw",
      "energy_provider_id": 32,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 61,
      "age": 32,
      "location": "Porto",
      "energy_provider_id": 47,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 62,
      "age": 65,
      "location": "Porto",
      "energy_provider_id": 35,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 63,
      "age": 63,
      "location": "Lisbon",
      "energy_provider_id": 18,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 64,
      "age": 43,
      "location": "Tokyo",
      "energy_provider_id": 19,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 65,
      "age": 46,
      "location": "Lagos",
      "energy_provider_id": 10,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 66,
      "age": 70,
      "location": "Hamburg",
      "energy_provider_id": 25,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 67,
      "age": 35,
      "location": "Brussels",
      "energy_provider_id": 47,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 68,
      "age": 52,
      "location": "Melbourne",
      "energy_provider_id": 29,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 69,
      "age": 71,
      "location": "Lisbon",
      "energy_provider_id": 18,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 70,
      "age": 48,
      "location": "Rome",
      "energy_provider_id": 18,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 71,
      "age": 43,
      "location": "Lyon",
      "energy_provider_id": 30,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 72,
      "age": 54,
      "location": "Bogota",
      "energy_provider_id": 2,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 73,
      "age": 33,
      "location": "Lagos",
      "energy_provider_id": 23,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 74,
      "age": 63,
      "location": "Copenhagen",
      "energy_provider_id": 39,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 75,
      "age": 41,
      "location": "Izmir",
      "energy_provider_id": 15,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 76,
      "age": 57,
      "location": "Barcelona",
      "energy_provider_id": 35,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 77,
      "age": 27,
      "location": "Amsterdam",
      "energy_provider_id": 27,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 78,
      "age": 45,
      "location": "Seoul",
      "energy_provider_id": 2,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 79,
      "age": 60,
      "location": "Istanbul",
      "energy_provider_id": 21,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 80,
      "age": 31,
      "location": "Barcelona",
      "energy_provider_id": 34,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 81,
      "age": 26,
      "location": "Rome",
      "energy_provider_id": 23,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 82,
      "age": 30,
      "location": "Ankara",
      "energy_provider_id": 34,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 83,
      "age": 74,
      "location": "Oslo",
      "energy_provider_id": 7,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 84,
      "age": 66,
      "location": "Munich",
      "energy_provider_id": 8,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 85,
      "age": 61,
      "location": "Mumbai",
      "energy_provider_id": 45,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 86,
      "age": 44,
      "location": "Manila",
      "energy_provider_id": 2,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 87,
      "age": 46,
      "location": "Paris",
      "energy_provider_id": 39,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 88,
      "age": 58,
      "location": "Tokyo",
      "energy_provider_id": 15,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 89,
      "age": 30,
      "location": "Lagos",
      "energy_provider_id": 44,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 90,
      "age": 43,
      "location": "Bangkok",
      "energy_provider_id": 34,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 91,
      "age": 63,
      "location": "Auckland",
      "energy_provider_id": 30,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 92,
      "age": 64,
      "location": "Edinburgh",
      "energy_provider_id": 21,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 93,
      "age": 36,
      "location": "Bogota",
      "energy_provider_id": 50,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 94,
      "age": 29,
      "location": "Manila",
      "energy_provider_id": 39,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 95,
      "age": 41,
      "location": "Porto",
      "energy_provider_id": 6,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 96,
      "age": 72,
      "location": "Mexico City",
      "energy_provider_id": 42,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 97,
      "age": 29,
      "location": "Berlin",
      "energy_provider_id": 27,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 98,
      "age": 38,
      "location": "Tokyo",
      "energy_provider_id": 26,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 99,
      "age": 55,
      "location": "Dublin",
      "energy_provider_id": 17,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 100,
      "age": 65,
      "location": "Prague",
      "energy_provider_id": 2,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 101,
      "age": 43,
      "location": "Jakarta",
      "energy_provider_id": 50,
      "income_bracket": "High",
      "home_type": "Apartment"
    },
    {
      "id": 102,
      "age": 49,
      "location": "Chicago",
      "energy_provider_id": 19,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 103,
      "age": 26,
      "location": "Manchester",
      "energy_provider_id": 30,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 104,
      "age": 58,
      "location": "Madrid",
      "energy_provider_id": 21,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 105,
      "age": 29,
      "location": "Vienna",
      "energy_provider_id": 39,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 106,
      "age": 68,
      "location": "Manchester",
      "energy_provider_id": 46,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 107,
      "age": 39,
      "location": "Denver",
      "energy_provider_id": 48,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 108,
      "age": 56,
      "location": "Izmir",
      "energy_provider_id": 39,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 109,
      "age": 58,
      "location": "Berlin",
      "energy_provider_id": 14,
      "income_bracket": "High",
      "home_type": "Apartment"
    },
    {
      "id": 110,
      "age": 32,
      "location": "Seoul",
      "energy_provider_id": 49,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 111,
      "age": 70,
      "location": "Zurich",
      "energy_provider_id": 50,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 112,
      "age": 28,
      "location": "Lyon",
      "energy_provider_id": 39,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 113,
      "age": 66,
      "location": "Rome",
      "energy_provider_id": 31,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 114,
      "age": 39,
      "location": "Lima",
      "energy_provider_id": 16,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 115,
      "age": 31,
      "location": "Barcelona",
      "energy_provider_id": 23,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 116,
      "age": 29,
      "location": "Sydney",
      "energy_provider_id": 48,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 117,
      "age": 61,
      "location": "Amsterdam",
      "energy_provider_id": 43,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 118,
      "age": 72,
      "location": "Istanbul",
      "energy_provider_id": 34,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 119,
      "age": 41,
      "location": "Kyoto",
      "energy_provider_id": 31,
      "income_bracket": "High",
      "home_type": "Apartment"
    },
    {
      "id": 120,
      "age": 45,
      "location": "Barcelona",
      "energy_provider_id": 28,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 121,
      "age": 74,
      "location": "Munich",
      "energy_provider_id": 49,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 122,
      "age": 30,
      "location": "Melbourne",
      "energy_provider_id": 47,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 123,
      "age": 64,
      "location": "London",
      "energy_provider_id": 6,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 124,
      "age": 28,
      "location": "Lyon",
      "energy_provider_id": 3,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 125,
      "age": 69,
      "location": "Madrid",
      "energy_provider_id": 20,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 126,
      "age": 60,
      "location": "Istanbul",
      "energy_provider_id": 42,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 127,
      "age": 49,
      "location": "Copenhagen",
      "energy_provider_id": 46,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 128,
      "age": 74,
      "location": "Hamburg",
      "energy_provider_id": 9,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 129,
      "age": 27,
      "location": "Vienna",
      "energy_provider_id": 17,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 130,
      "age": 35,
      "location": "Mexico City",
      "energy_provider_id": 16,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 131,
      "age": 64,
      "location": "Seattle",
      "energy_provider_id": 2,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 132,
      "age": 34,
      "location": "Amsterdam",
      "energy_provider_id": 4,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 133,
      "age": 25,
      "location": "Ankara",
      "energy_provider_id": 6,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 134,
      "age": 63,
      "location": "Mexico City",
      "energy_provider_id": 38,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 135,
      "age": 64,
      "location": "Kyoto",
      "energy_provider_id": 8,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 136,
      "age": 53,
      "location": "Berlin",
      "energy_provider_id": 30,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 137,
      "age": 53,
      "location": "Barcelona",
      "energy_provider_id": 2,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 138,
      "age": 28,
      "location": "Rome",
      "energy_provider_id": 14,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 139,
      "age": 31,
      "location": "Seattle",
      "energy_provider_id": 39,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 140,
      "age": 67,
      "location": "Vancouver",
      "energy_provider_id": 16,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 141,
      "age": 55,
      "location": "Mexico City",
      "energy_provider_id": 50,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 142,
      "age": 62,
      "location": "Paris",
      "energy_provider_id": 38,
      "income_bracket": "High",
      "home_type": "Townhouse"
    },
    {
      "id": 143,
      "age": 72,
      "location": "Mumbai",
      "energy_provider_id": 24,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 144,
      "age": 68,
      "location": "Copenhagen",
      "energy_provider_id": 16,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 145,
      "age": 46,
      "location": "Bogota",
      "energy_provider_id": 45,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 146,
      "age": 30,
      "location": "Helsinki",
      "energy_provider_id": 14,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 147,
      "age": 42,
      "location": "Denver",
      "energy_provider_id": 40,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 148,
      "age": 38,
      "location": "Mumbai",
      "energy_provider_id": 23,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 149,
      "age": 44,
      "location": "Manila",
      "energy_provider_id": 7,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 150,
      "age": 62,
      "location": "Lima",
      "energy_provider_id": 23,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 151,
      "age": 67,
      "location": "Oslo",
      "energy_provider_id": 40,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 152,
      "age": 45,
      "location": "Lyon",
      "energy_provider_id": 9,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 153,
      "age": 69,
      "location": "Austin",
      "energy_provider_id": 32,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 154,
      "age": 66,
      "location": "Prague",
      "energy_provider_id": 39,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 155,
      "age": 50,
      "location": "London",
      "energy_provider_id": 31,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 156,
      "age": 31,
      "location": "Rome",
      "energy_provider_id": 21,
      "income_bracket": "High",
      "home_type": "Townhouse"
    },
    {
      "id": 157,
      "age": 68,
      "location": "Buenos Aires",
      "energy_provider_id": 4,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 158,
      "age": 51,
      "location": "Amsterdam",
      "energy_provider_id": 50,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 159,
      "age": 37,
      "location": "Cape Town",
      "energy_provider_id": 24,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 160,
      "age": 69,
      "location": "Brussels",
      "energy_provider_id": 42,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 161,
      "age": 42,
      "location": "Porto",
      "energy_provider_id": 13,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 162,
      "age": 35,
      "location": "Bucharest",
      "energy_provider_id": 7,
      "income_bracket": "High",
      "home_type": "Apartment"
    },
    {
      "id": 163,
      "age": 63,
      "location": "Manchester",
      "energy_provider_id": 40,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 164,
      "age": 62,
      "location": "Vancouver",
      "energy_provider_id": 42,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 165,
      "age": 73,
      "location": "Montreal",
      "energy_provider_id": 17,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 166,
      "age": 71,
      "location": "Auckland",
      "energy_provider_id": 38,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 167,
      "age": 34,
      "location": "Oslo",
      "energy_provider_id": 50,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 168,
      "age": 50,
      "location": "Chicago",
      "energy_provider_id": 13,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 169,
      "age": 28,
      "location": "Santiago",
      "energy_provider_id": 34,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 170,
      "age": 44,
      "location": "Barcelona",
      "energy_provider_id": 5,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 171,
      "age": 59,
      "location": "Zurich",
      "energy_provider_id": 13,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 172,
      "age": 36,
      "location": "Sao Paulo",
      "energy_provider_id": 10,
      "income_bracket": "High",
      "home_type": "Apartment"
    },
    {
      "id": 173,
      "age": 37,
      "location": "Porto",
      "energy_provider_id": 4,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 174,
      "age": 56,
      "location": "Melbourne",
      "energy_provider_id": 50,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 175,
      "age": 37,
      "location": "Santiago",
      "energy_provider_id": 21,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 176,
      "age": 71,
      "location": "Seattle",
      "energy_provider_id": 30,
      "income_bracket": "High",
      "home_type": "Apartment"
    },
    {
      "id": 177,
      "age": 40,
      "location": "Dublin",
      "energy_provider_id": 47,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 178,
      "age": 51,
      "location": "Manchester",
      "energy_provider_id": 4,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 179,
      "age": 43,
      "location": "Seattle",
      "energy_provider_id": 36,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 180,
      "age": 54,
      "location": "Vancouver",
      "energy_provider_id": 43,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 181,
      "age": 58,
      "location": "Singapore",
      "energy_provider_id": 12,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 182,
      "age": 27,
      "location": "Vienna",
      "energy_provider_id": 6,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 183,
      "age": 51,
      "location": "Taipei",
      "energy_provider_id": 11,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 184,
      "age": 26,
      "location": "Cape Town",
      "energy_provider_id": 14,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 185,
      "age": 48,
      "location": "Cairo",
      "energy_provider_id": 37,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 186,
      "age": 34,
      "location": "Brussels",
      "energy_provider_id": 40,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 187,
      "age": 26,
      "location": "Ankara",
      "energy_provider_id": 12,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 188,
      "age": 35,
      "location": "Dublin",
      "energy_provider_id": 17,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 189,
      "age": 63,
      "location": "Budapest",
      "energy_provider_id": 14,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 190,
      "age": 71,
      "location": "Taipei",
      "energy_provider_id": 33,
      "income_bracket": "High",
      "home_type": "Townhouse"
    },
    {
      "id": 191,
      "age": 52,
      "location": "Boston",
      "energy_provider_id": 33,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 192,
      "age": 48,
      "location": "Lisbon",
      "energy_provider_id": 21,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 193,
      "age": 37,
      "location": "Vancouver",
      "energy_provider_id": 24,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 194,
      "age": 42,
      "location": "Athens",
      "energy_provider_id": 4,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 195,
      "age": 48,
      "location": "Madrid",
      "energy_provider_id": 24,
      "income_bracket": "High",
      "home_type": "Townhouse"
    },
    {
      "id": 196,
      "age": 63,
      "location": "Nairobi",
      "energy_provider_id": 29,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 197,
      "age": 51,
      "location": "Toronto",
      "energy_provider_id": 36,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 198,
      "age": 29,
      "location": "Barcelona",
      "energy_provider_id": 32,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 199,
      "age": 41,
      "location": "Barcelona",
      "energy_provider_id": 29,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 200,
      "age": 66,
      "location": "Hamburg",
      "energy_provider_id": 28,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 201,
      "age": 40,
      "location": "Auckland",
      "energy_provider_id": 13,
      "income_bracket": "High",
      "home_type": "Apartment"
    },
    {
      "id": 202,
      "age": 34,
      "location": "Bogota",
      "energy_provider_id": 37,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 203,
      "age": 66,
      "location": "Paris",
      "energy_provider_id": 25,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 204,
      "age": 75,
      "location": "Melbourne",
      "energy_provider_id": 16,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 205,
      "age": 72,
      "location": "Manchester",
      "energy_provider_id": 48,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 206,
      "age": 38,
      "location": "Mexico City",
      "energy_provider_id": 19,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 207,
      "age": 52,
      "location": "Delhi",
      "energy_provider_id": 10,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 208,
      "age": 52,
      "location": "London",
      "energy_provider_id": 5,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 209,
      "age": 29,
      "location": "Istanbul",
      "energy_provider_id": 26,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 210,
      "age": 26,
      "location": "Lima",
      "energy_provider_id": 41,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 211,
      "age": 39,
      "location": "Vienna",
      "energy_provider_id": 35,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 212,
      "age": 38,
      "location": "Seattle",
      "energy_provider_id": 16,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 213,
      "age": 53,
      "location": "Hamburg",
      "energy_provider_id": 7,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 214,
      "age": 32,
      "location": "Manila",
      "energy_provider_id": 32,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 215,
      "age": 48,
      "location": "Berlin",
      "energy_provider_id": 46,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 216,
      "age": 31,
      "location": "Hamburg",
      "energy_provider_id": 3,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 217,
      "age": 26,
      "location": "London",
      "energy_provider_id": 35,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 218,
      "age": 38,
      "location": "Taipei",
      "energy_provider_id": 17,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 219,
      "age": 36,
      "location": "Chicago",
      "energy_provider_id": 46,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 220,
      "age": 70,
      "location": "Boston",
      "energy_provider_id": 10,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 221,
      "age": 51,
      "location": "Edinburgh",
      "energy_provider_id": 22,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 222,
      "age": 32,
      "location": "Oslo",
      "energy_provider_id": 47,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 223,
      "age": 58,
      "location": "Zurich",
      "energy_provider_id": 38,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 224,
      "age": 57,
      "location": "Seoul",
      "energy_provider_id": 37,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 225,
      "age": 44,
      "location": "San Diego",
      "energy_provider_id": 6,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 226,
      "age": 43,
      "location": "Bogota",
      "energy_provider_id": 9,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 227,
      "age": 37,
      "location": "Buenos Aires",
      "energy_provider_id": 49,
      "income_bracket": "High",
      "home_type": "Apartment"
    },
    {
      "id": 228,
      "age": 47,
      "location": "Paris",
      "energy_provider_id": 43,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 229,
      "age": 51,
      "location": "Melbourne",
      "energy_provider_id": 50,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 230,
      "age": 49,
      "location": "Brussels",
      "energy_provider_id": 5,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 231,
      "age": 45,
      "location": "Chicago",
      "energy_provider_id": 46,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 232,
      "age": 28,
      "location": "Singapore",
      "energy_provider_id": 39,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 233,
      "age": 75,
      "location": "Vancouver",
      "energy_provider_id": 26,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 234,
      "age": 61,
      "location": "London",
      "energy_provider_id": 35,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 235,
      "age": 60,
      "location": "Bangkok",
      "energy_provider_id": 35,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 236,
      "age": 66,
      "location": "Auckland",
      "energy_provider_id": 1,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 237,
      "age": 35,
      "location": "Athens",
      "energy_provider_id": 3,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 238,
      "age": 70,
      "location": "Porto",
      "energy_provider_id": 21,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 239,
      "age": 57,
      "location": "Amsterdam",
      "energy_provider_id": 50,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 240,
      "age": 60,
      "location": "Copenhagen",
      "energy_provider_id": 32,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 241,
      "age": 44,
      "location": "Seattle",
      "energy_provider_id": 48,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 242,
      "age": 38,
      "location": "Seattle",
      "energy_provider_id": 32,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 243,
      "age": 65,
      "location": "Montreal",
      "energy_provider_id": 33,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 244,
      "age": 36,
      "location": "Lima",
      "energy_provider_id": 11,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 245,
      "age": 29,
      "location": "Boston",
      "energy_provider_id": 47,
      "income_bracket": "High",
      "home_type": "Townhouse"
    },
    {
      "id": 246,
      "age": 66,
      "location": "Chicago",
      "energy_provider_id": 23,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 247,
      "age": 54,
      "location": "Cape Town",
      "energy_provider_id": 7,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 248,
      "age": 57,
      "location": "Seattle",
      "energy_provider_id": 48,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 249,
      "age": 28,
      "location": "Oslo",
      "energy_provider_id": 46,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 250,
      "age": 59,
      "location": "Dublin",
      "energy_provider_id": 32,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 251,
      "age": 51,
      "location": "Sydney",
      "energy_provider_id": 11,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 252,
      "age": 54,
      "location": "London",
      "energy_provider_id": 24,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 253,
      "age": 57,
      "location": "Montreal",
      "energy_provider_id": 2,
      "income_bracket": "Low",
      "home_type": "Townhouse"
    },
    {
      "id": 254,
      "age": 64,
      "location": "Mexico City",
      "energy_provider_id": 44,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 255,
      "age": 70,
      "location": "Kyoto",
      "energy_provider_id": 33,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 256,
      "age": 75,
      "location": "Brussels",
      "energy_provider_id": 25,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 257,
      "age": 71,
      "location": "San Diego",
      "energy_provider_id": 48,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 258,
      "age": 36,
      "location": "Buenos Aires",
      "energy_provider_id": 48,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 259,
      "age": 67,
      "location": "Dublin",
      "energy_provider_id": 12,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 260,
      "age": 60,
      "location": "Barcelona",
      "energy_provider_id": 50,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 261,
      "age": 30,
      "location": "Lagos",
      "energy_provider_id": 36,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 262,
      "age": 70,
      "location": "Helsinki",
      "energy_provider_id": 32,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 263,
      "age": 39,
      "location": "London",
      "energy_provider_id": 30,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 264,
      "age": 43,
      "location": "Dublin",
      "energy_provider_id": 35,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 265,
      "age": 74,
      "location": "Athens",
      "energy_provider_id": 47,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 266,
      "age": 71,
      "location": "Melbourne",
      "energy_provider_id": 40,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 267,
      "age": 36,
      "location": "Istanbul",
      "energy_provider_id": 13,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 268,
      "age": 53,
      "location": "Vancouver",
      "energy_provider_id": 28,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 269,
      "age": 53,
      "location": "Bogota",
      "energy_provider_id": 10,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 270,
      "age": 36,
      "location": "Tokyo",
      "energy_provider_id": 30,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 271,
      "age": 40,
      "location": "Bogota",
      "energy_provider_id": 11,
      "income_bracket": "High",
      "home_type": "Townhouse"
    },
    {
      "id": 272,
      "age": 66,
      "location": "Zurich",
      "energy_provider_id": 15,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 273,
      "age": 39,
      "location": "Austin",
      "energy_provider_id": 33,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 274,
      "age": 34,
      "location": "Jakarta",
      "energy_provider_id": 44,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 275,
      "age": 47,
      "location": "Budapest",
      "energy_provider_id": 6,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 276,
      "age": 68,
      "location": "Brussels",
      "energy_provider_id": 12,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 277,
      "age": 46,
      "location": "Toronto",
      "energy_provider_id": 39,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 278,
      "age": 51,
      "location": "Sao Paulo",
      "energy_provider_id": 22,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 279,
      "age": 43,
      "location": "Berlin",
      "energy_provider_id": 42,
      "income_bracket": "High",
      "home_type": "Semi-Detached"
    },
    {
      "id": 280,
      "age": 36,
      "location": "Athens",
      "energy_provider_id": 37,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 281,
      "age": 47,
      "location": "Manchester",
      "energy_provider_id": 42,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 282,
      "age": 46,
      "location": "Madrid",
      "energy_provider_id": 9,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 283,
      "age": 38,
      "location": "Cairo",
      "energy_provider_id": 19,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 284,
      "age": 34,
      "location": "Istanbul",
      "energy_provider_id": 17,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 285,
      "age": 36,
      "location": "Nairobi",
      "energy_provider_id": 16,
      "income_bracket": "Medium",
      "home_type": "Semi-Detached"
    },
    {
      "id": 286,
      "age": 36,
      "location": "Warsaw",
      "energy_provider_id": 17,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 287,
      "age": 41,
      "location": "Boston",
      "energy_provider_id": 10,
      "income_bracket": "High",
      "home_type": "Detached"
    },
    {
      "id": 288,
      "age": 46,
      "location": "Buenos Aires",
      "energy_provider_id": 25,
      "income_bracket": "Medium",
      "home_type": "Detached"
    },
    {
      "id": 289,
      "age": 31,
      "location": "Lagos",
      "energy_provider_id": 26,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 290,
      "age": 28,
      "location": "Prague",
      "energy_provider_id": 33,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 291,
      "age": 30,
      "location": "Rome",
      "energy_provider_id": 12,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 292,
      "age": 68,
      "location": "San Diego",
      "energy_provider_id": 9,
      "income_bracket": "High",
      "home_type": "Apartment"
    },
    {
      "id": 293,
      "age": 49,
      "location": "Denver",
      "energy_provider_id": 20,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 294,
      "age": 26,
      "location": "Vancouver",
      "energy_provider_id": 34,
      "income_bracket": "Low",
      "home_type": "Semi-Detached"
    },
    {
      "id": 295,
      "age": 63,
      "location": "Bucharest",
      "energy_provider_id": 41,
      "income_bracket": "Low",
      "home_type": "Apartment"
    },
    {
      "id": 296,
      "age": 74,
      "location": "Stockholm",
      "energy_provider_id": 34,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 297,
      "age": 49,
      "location": "Brussels",
      "energy_provider_id": 29,
      "income_bracket": "Low",
      "home_type": "Detached"
    },
    {
      "id": 298,
      "age": 35,
      "location": "Bangkok",
      "energy_provider_id": 30,
      "income_bracket": "Medium",
      "home_type": "Apartment"
    },
    {
      "id": 299,
      "age": 58,
      "location": "Kyoto",
      "energy_provider_id": 32,
      "income_bracket": "Medium",
      "home_type": "Townhouse"
    },
    {
      "id": 300,
      "age": 68,
      "location": "Oslo",
      "energy_provider_id": 15,
      "income_bracket": "Low",
      "home_type": "Detached"
    }
  ],
  "appliances": [
    {
      "id": 1,
      "homeowner_id": 196,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 68
    },
    {
      "id": 2,
      "homeowner_id": 169,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 37
    },
    {
      "id": 3,
      "homeowner_id": 99,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 135
    },
    {
      "id": 4,
      "homeowner_id": 2,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 41
    },
    {
      "id": 5,
      "homeowner_id": 8,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 70
    },
    {
      "id": 6,
      "homeowner_id": 95,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 41
    },
    {
      "id": 7,
      "homeowner_id": 48,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 95
    },
    {
      "id": 8,
      "homeowner_id": 73,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 20
    },
    {
      "id": 9,
      "homeowner_id": 217,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 10,
      "homeowner_id": 129,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 103
    },
    {
      "id": 11,
      "homeowner_id": 255,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 12,
      "homeowner_id": 81,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 127
    },
    {
      "id": 13,
      "homeowner_id": 99,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 48
    },
    {
      "id": 14,
      "homeowner_id": 200,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 13
    },
    {
      "id": 15,
      "homeowner_id": 57,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 66
    },
    {
      "id": 16,
      "homeowner_id": 209,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 24
    },
    {
      "id": 17,
      "homeowner_id": 174,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 25
    },
    {
      "id": 18,
      "homeowner_id": 69,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 11
    },
    {
      "id": 19,
      "homeowner_id": 262,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 109
    },
    {
      "id": 20,
      "homeowner_id": 28,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 130
    },
    {
      "id": 21,
      "homeowner_id": 270,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 30
    },
    {
      "id": 22,
      "homeowner_id": 207,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 106
    },
    {
      "id": 23,
      "homeowner_id": 106,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 7
    },
    {
      "id": 24,
      "homeowner_id": 95,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 36
    },
    {
      "id": 25,
      "homeowner_id": 193,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 92
    },
    {
      "id": 26,
      "homeowner_id": 61,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 163
    },
    {
      "id": 27,
      "homeowner_id": 218,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 100
    },
    {
      "id": 28,
      "homeowner_id": 35,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 99
    },
    {
      "id": 29,
      "homeowner_id": 97,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 30,
      "homeowner_id": 259,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 47
    },
    {
      "id": 31,
      "homeowner_id": 9,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 68
    },
    {
      "id": 32,
      "homeowner_id": 221,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 13
    },
    {
      "id": 33,
      "homeowner_id": 133,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 48
    },
    {
      "id": 34,
      "homeowner_id": 85,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 45
    },
    {
      "id": 35,
      "homeowner_id": 254,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 66
    },
    {
      "id": 36,
      "homeowner_id": 91,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 2
    },
    {
      "id": 37,
      "homeowner_id": 105,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 91
    },
    {
      "id": 38,
      "homeowner_id": 188,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 17
    },
    {
      "id": 39,
      "homeowner_id": 224,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 154
    },
    {
      "id": 40,
      "homeowner_id": 18,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 32
    },
    {
      "id": 41,
      "homeowner_id": 178,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 137
    },
    {
      "id": 42,
      "homeowner_id": 61,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 165
    },
    {
      "id": 43,
      "homeowner_id": 240,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 11
    },
    {
      "id": 44,
      "homeowner_id": 280,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 92
    },
    {
      "id": 45,
      "homeowner_id": 24,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 93
    },
    {
      "id": 46,
      "homeowner_id": 227,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 111
    },
    {
      "id": 47,
      "homeowner_id": 117,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 44
    },
    {
      "id": 48,
      "homeowner_id": 63,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 104
    },
    {
      "id": 49,
      "homeowner_id": 225,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 28
    },
    {
      "id": 50,
      "homeowner_id": 81,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 43
    },
    {
      "id": 51,
      "homeowner_id": 165,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 47
    },
    {
      "id": 52,
      "homeowner_id": 105,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 2
    },
    {
      "id": 53,
      "homeowner_id": 172,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 108
    },
    {
      "id": 54,
      "homeowner_id": 23,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 77
    },
    {
      "id": 55,
      "homeowner_id": 84,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 60
    },
    {
      "id": 56,
      "homeowner_id": 234,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 33
    },
    {
      "id": 57,
      "homeowner_id": 1,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 24
    },
    {
      "id": 58,
      "homeowner_id": 13,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 43
    },
    {
      "id": 59,
      "homeowner_id": 18,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 49
    },
    {
      "id": 60,
      "homeowner_id": 6,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 3
    },
    {
      "id": 61,
      "homeowner_id": 294,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 2
    },
    {
      "id": 62,
      "homeowner_id": 12,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 43
    },
    {
      "id": 63,
      "homeowner_id": 252,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 14
    },
    {
      "id": 64,
      "homeowner_id": 281,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 42
    },
    {
      "id": 65,
      "homeowner_id": 191,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 45
    },
    {
      "id": 66,
      "homeowner_id": 86,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 141
    },
    {
      "id": 67,
      "homeowner_id": 155,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 132
    },
    {
      "id": 68,
      "homeowner_id": 260,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 8
    },
    {
      "id": 69,
      "homeowner_id": 223,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 24
    },
    {
      "id": 70,
      "homeowner_id": 294,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 42
    },
    {
      "id": 71,
      "homeowner_id": 29,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 72
    },
    {
      "id": 72,
      "homeowner_id": 6,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 73,
      "homeowner_id": 283,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 1
    },
    {
      "id": 74,
      "homeowner_id": 233,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 54
    },
    {
      "id": 75,
      "homeowner_id": 139,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 3
    },
    {
      "id": 76,
      "homeowner_id": 54,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 132
    },
    {
      "id": 77,
      "homeowner_id": 266,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 23
    },
    {
      "id": 78,
      "homeowner_id": 86,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 133
    },
    {
      "id": 79,
      "homeowner_id": 175,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 23
    },
    {
      "id": 80,
      "homeowner_id": 45,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 38
    },
    {
      "id": 81,
      "homeowner_id": 221,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 164
    },
    {
      "id": 82,
      "homeowner_id": 64,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 53
    },
    {
      "id": 83,
      "homeowner_id": 127,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 158
    },
    {
      "id": 84,
      "homeowner_id": 106,
      "appliance_type": "Air Conditioner",
      "energy_rating": "D",
      "usage_hours_per_week": 108
    },
    {
      "id": 85,
      "homeowner_id": 15,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 66
    },
    {
      "id": 86,
      "homeowner_id": 120,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 41
    },
    {
      "id": 87,
      "homeowner_id": 260,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 148
    },
    {
      "id": 88,
      "homeowner_id": 151,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 80
    },
    {
      "id": 89,
      "homeowner_id": 104,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 51
    },
    {
      "id": 90,
      "homeowner_id": 82,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 30
    },
    {
      "id": 91,
      "homeowner_id": 1,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 106
    },
    {
      "id": 92,
      "homeowner_id": 230,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 69
    },
    {
      "id": 93,
      "homeowner_id": 98,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 167
    },
    {
      "id": 94,
      "homeowner_id": 110,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 70
    },
    {
      "id": 95,
      "homeowner_id": 187,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 20
    },
    {
      "id": 96,
      "homeowner_id": 179,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 107
    },
    {
      "id": 97,
      "homeowner_id": 281,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 31
    },
    {
      "id": 98,
      "homeowner_id": 24,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 163
    },
    {
      "id": 99,
      "homeowner_id": 122,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 7
    },
    {
      "id": 100,
      "homeowner_id": 228,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 61
    },
    {
      "id": 101,
      "homeowner_id": 85,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 20
    },
    {
      "id": 102,
      "homeowner_id": 103,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 27
    },
    {
      "id": 103,
      "homeowner_id": 14,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 97
    },
    {
      "id": 104,
      "homeowner_id": 207,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 77
    },
    {
      "id": 105,
      "homeowner_id": 168,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 23
    },
    {
      "id": 106,
      "homeowner_id": 178,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 121
    },
    {
      "id": 107,
      "homeowner_id": 287,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 168
    },
    {
      "id": 108,
      "homeowner_id": 234,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 163
    },
    {
      "id": 109,
      "homeowner_id": 81,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 3
    },
    {
      "id": 110,
      "homeowner_id": 273,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 44
    },
    {
      "id": 111,
      "homeowner_id": 20,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 30
    },
    {
      "id": 112,
      "homeowner_id": 264,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 7
    },
    {
      "id": 113,
      "homeowner_id": 274,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 30
    },
    {
      "id": 114,
      "homeowner_id": 40,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 33
    },
    {
      "id": 115,
      "homeowner_id": 206,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 10
    },
    {
      "id": 116,
      "homeowner_id": 221,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 87
    },
    {
      "id": 117,
      "homeowner_id": 67,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 32
    },
    {
      "id": 118,
      "homeowner_id": 3,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 2
    },
    {
      "id": 119,
      "homeowner_id": 233,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 7
    },
    {
      "id": 120,
      "homeowner_id": 24,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 43
    },
    {
      "id": 121,
      "homeowner_id": 46,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 4
    },
    {
      "id": 122,
      "homeowner_id": 251,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 36
    },
    {
      "id": 123,
      "homeowner_id": 53,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 102
    },
    {
      "id": 124,
      "homeowner_id": 251,
      "appliance_type": "Heater",
      "energy_rating": "D",
      "usage_hours_per_week": 11
    },
    {
      "id": 125,
      "homeowner_id": 65,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 58
    },
    {
      "id": 126,
      "homeowner_id": 135,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 14
    },
    {
      "id": 127,
      "homeowner_id": 240,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 63
    },
    {
      "id": 128,
      "homeowner_id": 193,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 2
    },
    {
      "id": 129,
      "homeowner_id": 262,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 158
    },
    {
      "id": 130,
      "homeowner_id": 290,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 9
    },
    {
      "id": 131,
      "homeowner_id": 123,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 3
    },
    {
      "id": 132,
      "homeowner_id": 271,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 59
    },
    {
      "id": 133,
      "homeowner_id": 31,
      "appliance_type": "Heater",
      "energy_rating": "D",
      "usage_hours_per_week": 14
    },
    {
      "id": 134,
      "homeowner_id": 85,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 11
    },
    {
      "id": 135,
      "homeowner_id": 73,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 11
    },
    {
      "id": 136,
      "homeowner_id": 185,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 1
    },
    {
      "id": 137,
      "homeowner_id": 285,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 85
    },
    {
      "id": 138,
      "homeowner_id": 188,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 165
    },
    {
      "id": 139,
      "homeowner_id": 235,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 7
    },
    {
      "id": 140,
      "homeowner_id": 294,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 5
    },
    {
      "id": 141,
      "homeowner_id": 143,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 25
    },
    {
      "id": 142,
      "homeowner_id": 178,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 143,
      "homeowner_id": 8,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 50
    },
    {
      "id": 144,
      "homeowner_id": 121,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 33
    },
    {
      "id": 145,
      "homeowner_id": 70,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 124
    },
    {
      "id": 146,
      "homeowner_id": 264,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 23
    },
    {
      "id": 147,
      "homeowner_id": 201,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 148,
      "homeowner_id": 78,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 80
    },
    {
      "id": 149,
      "homeowner_id": 271,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 52
    },
    {
      "id": 150,
      "homeowner_id": 126,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 17
    },
    {
      "id": 151,
      "homeowner_id": 74,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 20
    },
    {
      "id": 152,
      "homeowner_id": 143,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 14
    },
    {
      "id": 153,
      "homeowner_id": 160,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 154,
      "homeowner_id": 130,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 25
    },
    {
      "id": 155,
      "homeowner_id": 22,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 81
    },
    {
      "id": 156,
      "homeowner_id": 269,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 97
    },
    {
      "id": 157,
      "homeowner_id": 126,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 11
    },
    {
      "id": 158,
      "homeowner_id": 150,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 129
    },
    {
      "id": 159,
      "homeowner_id": 165,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 3
    },
    {
      "id": 160,
      "homeowner_id": 275,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 32
    },
    {
      "id": 161,
      "homeowner_id": 180,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 42
    },
    {
      "id": 162,
      "homeowner_id": 57,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 163,
      "homeowner_id": 29,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 5
    },
    {
      "id": 164,
      "homeowner_id": 27,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 15
    },
    {
      "id": 165,
      "homeowner_id": 155,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 25
    },
    {
      "id": 166,
      "homeowner_id": 67,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 39
    },
    {
      "id": 167,
      "homeowner_id": 148,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 51
    },
    {
      "id": 168,
      "homeowner_id": 88,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 1
    },
    {
      "id": 169,
      "homeowner_id": 54,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 85
    },
    {
      "id": 170,
      "homeowner_id": 93,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 23
    },
    {
      "id": 171,
      "homeowner_id": 32,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 2
    },
    {
      "id": 172,
      "homeowner_id": 26,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 74
    },
    {
      "id": 173,
      "homeowner_id": 44,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 15
    },
    {
      "id": 174,
      "homeowner_id": 210,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 140
    },
    {
      "id": 175,
      "homeowner_id": 215,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 37
    },
    {
      "id": 176,
      "homeowner_id": 235,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 24
    },
    {
      "id": 177,
      "homeowner_id": 184,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 3
    },
    {
      "id": 178,
      "homeowner_id": 241,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 26
    },
    {
      "id": 179,
      "homeowner_id": 221,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 90
    },
    {
      "id": 180,
      "homeowner_id": 196,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 66
    },
    {
      "id": 181,
      "homeowner_id": 207,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 118
    },
    {
      "id": 182,
      "homeowner_id": 220,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 83
    },
    {
      "id": 183,
      "homeowner_id": 114,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 65
    },
    {
      "id": 184,
      "homeowner_id": 91,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 6
    },
    {
      "id": 185,
      "homeowner_id": 54,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 29
    },
    {
      "id": 186,
      "homeowner_id": 70,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 28
    },
    {
      "id": 187,
      "homeowner_id": 263,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 159
    },
    {
      "id": 188,
      "homeowner_id": 128,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 138
    },
    {
      "id": 189,
      "homeowner_id": 249,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 26
    },
    {
      "id": 190,
      "homeowner_id": 55,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 5
    },
    {
      "id": 191,
      "homeowner_id": 280,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 125
    },
    {
      "id": 192,
      "homeowner_id": 61,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 67
    },
    {
      "id": 193,
      "homeowner_id": 101,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 54
    },
    {
      "id": 194,
      "homeowner_id": 150,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 148
    },
    {
      "id": 195,
      "homeowner_id": 196,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 29
    },
    {
      "id": 196,
      "homeowner_id": 236,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 60
    },
    {
      "id": 197,
      "homeowner_id": 149,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 4
    },
    {
      "id": 198,
      "homeowner_id": 15,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 59
    },
    {
      "id": 199,
      "homeowner_id": 172,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 69
    },
    {
      "id": 200,
      "homeowner_id": 125,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 80
    },
    {
      "id": 201,
      "homeowner_id": 174,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 25
    },
    {
      "id": 202,
      "homeowner_id": 143,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 82
    },
    {
      "id": 203,
      "homeowner_id": 160,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 87
    },
    {
      "id": 204,
      "homeowner_id": 38,
      "appliance_type": "Heater",
      "energy_rating": "D",
      "usage_hours_per_week": 11
    },
    {
      "id": 205,
      "homeowner_id": 86,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 9
    },
    {
      "id": 206,
      "homeowner_id": 27,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 60
    },
    {
      "id": 207,
      "homeowner_id": 176,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 3
    },
    {
      "id": 208,
      "homeowner_id": 27,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 45
    },
    {
      "id": 209,
      "homeowner_id": 72,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 158
    },
    {
      "id": 210,
      "homeowner_id": 264,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 35
    },
    {
      "id": 211,
      "homeowner_id": 118,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 1
    },
    {
      "id": 212,
      "homeowner_id": 96,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 146
    },
    {
      "id": 213,
      "homeowner_id": 15,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 5
    },
    {
      "id": 214,
      "homeowner_id": 84,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 12
    },
    {
      "id": 215,
      "homeowner_id": 234,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 147
    },
    {
      "id": 216,
      "homeowner_id": 103,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 31
    },
    {
      "id": 217,
      "homeowner_id": 143,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 55
    },
    {
      "id": 218,
      "homeowner_id": 267,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 32
    },
    {
      "id": 219,
      "homeowner_id": 13,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 29
    },
    {
      "id": 220,
      "homeowner_id": 210,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 9
    },
    {
      "id": 221,
      "homeowner_id": 44,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 18
    },
    {
      "id": 222,
      "homeowner_id": 52,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 76
    },
    {
      "id": 223,
      "homeowner_id": 7,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 34
    },
    {
      "id": 224,
      "homeowner_id": 279,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 1
    },
    {
      "id": 225,
      "homeowner_id": 111,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 121
    },
    {
      "id": 226,
      "homeowner_id": 67,
      "appliance_type": "Air Conditioner",
      "energy_rating": "D",
      "usage_hours_per_week": 12
    },
    {
      "id": 227,
      "homeowner_id": 128,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 10
    },
    {
      "id": 228,
      "homeowner_id": 155,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 3
    },
    {
      "id": 229,
      "homeowner_id": 31,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 5
    },
    {
      "id": 230,
      "homeowner_id": 140,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 145
    },
    {
      "id": 231,
      "homeowner_id": 206,
      "appliance_type": "Air Conditioner",
      "energy_rating": "D",
      "usage_hours_per_week": 72
    },
    {
      "id": 232,
      "homeowner_id": 110,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 85
    },
    {
      "id": 233,
      "homeowner_id": 247,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 46
    },
    {
      "id": 234,
      "homeowner_id": 38,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 104
    },
    {
      "id": 235,
      "homeowner_id": 205,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 69
    },
    {
      "id": 236,
      "homeowner_id": 295,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 2
    },
    {
      "id": 237,
      "homeowner_id": 239,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 77
    },
    {
      "id": 238,
      "homeowner_id": 26,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 6
    },
    {
      "id": 239,
      "homeowner_id": 95,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 118
    },
    {
      "id": 240,
      "homeowner_id": 250,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 72
    },
    {
      "id": 241,
      "homeowner_id": 128,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 120
    },
    {
      "id": 242,
      "homeowner_id": 291,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 2
    },
    {
      "id": 243,
      "homeowner_id": 252,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 46
    },
    {
      "id": 244,
      "homeowner_id": 234,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 55
    },
    {
      "id": 245,
      "homeowner_id": 183,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 48
    },
    {
      "id": 246,
      "homeowner_id": 178,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 30
    },
    {
      "id": 247,
      "homeowner_id": 64,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 35
    },
    {
      "id": 248,
      "homeowner_id": 245,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 54
    },
    {
      "id": 249,
      "homeowner_id": 55,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 23
    },
    {
      "id": 250,
      "homeowner_id": 100,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 17
    },
    {
      "id": 251,
      "homeowner_id": 103,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 2
    },
    {
      "id": 252,
      "homeowner_id": 4,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 140
    },
    {
      "id": 253,
      "homeowner_id": 267,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 254,
      "homeowner_id": 88,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 65
    },
    {
      "id": 255,
      "homeowner_id": 73,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 2
    },
    {
      "id": 256,
      "homeowner_id": 41,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 257,
      "homeowner_id": 162,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 94
    },
    {
      "id": 258,
      "homeowner_id": 85,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 76
    },
    {
      "id": 259,
      "homeowner_id": 298,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 4
    },
    {
      "id": 260,
      "homeowner_id": 197,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 261,
      "homeowner_id": 100,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 86
    },
    {
      "id": 262,
      "homeowner_id": 137,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 6
    },
    {
      "id": 263,
      "homeowner_id": 261,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 66
    },
    {
      "id": 264,
      "homeowner_id": 123,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 18
    },
    {
      "id": 265,
      "homeowner_id": 259,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 266,
      "homeowner_id": 163,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 34
    },
    {
      "id": 267,
      "homeowner_id": 23,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 18
    },
    {
      "id": 268,
      "homeowner_id": 139,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 162
    },
    {
      "id": 269,
      "homeowner_id": 228,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 36
    },
    {
      "id": 270,
      "homeowner_id": 6,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 74
    },
    {
      "id": 271,
      "homeowner_id": 118,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 43
    },
    {
      "id": 272,
      "homeowner_id": 149,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 42
    },
    {
      "id": 273,
      "homeowner_id": 95,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 97
    },
    {
      "id": 274,
      "homeowner_id": 254,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 102
    },
    {
      "id": 275,
      "homeowner_id": 26,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 75
    },
    {
      "id": 276,
      "homeowner_id": 201,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 40
    },
    {
      "id": 277,
      "homeowner_id": 190,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 2
    },
    {
      "id": 278,
      "homeowner_id": 4,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 127
    },
    {
      "id": 279,
      "homeowner_id": 118,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 2
    },
    {
      "id": 280,
      "homeowner_id": 249,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 8
    },
    {
      "id": 281,
      "homeowner_id": 231,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 9
    },
    {
      "id": 282,
      "homeowner_id": 272,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 88
    },
    {
      "id": 283,
      "homeowner_id": 65,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 75
    },
    {
      "id": 284,
      "homeowner_id": 33,
      "appliance_type": "Air Conditioner",
      "energy_rating": "D",
      "usage_hours_per_week": 152
    },
    {
      "id": 285,
      "homeowner_id": 40,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 286,
      "homeowner_id": 224,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 120
    },
    {
      "id": 287,
      "homeowner_id": 111,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 22
    },
    {
      "id": 288,
      "homeowner_id": 242,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 114
    },
    {
      "id": 289,
      "homeowner_id": 227,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 10
    },
    {
      "id": 290,
      "homeowner_id": 2,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 5
    },
    {
      "id": 291,
      "homeowner_id": 279,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 97
    },
    {
      "id": 292,
      "homeowner_id": 159,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 162
    },
    {
      "id": 293,
      "homeowner_id": 280,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 146
    },
    {
      "id": 294,
      "homeowner_id": 59,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 78
    },
    {
      "id": 295,
      "homeowner_id": 125,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 3
    },
    {
      "id": 296,
      "homeowner_id": 299,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 8
    },
    {
      "id": 297,
      "homeowner_id": 34,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 4
    },
    {
      "id": 298,
      "homeowner_id": 178,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 3
    },
    {
      "id": 299,
      "homeowner_id": 153,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 84
    },
    {
      "id": 300,
      "homeowner_id": 71,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 4
    },
    {
      "id": 301,
      "homeowner_id": 7,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 77
    },
    {
      "id": 302,
      "homeowner_id": 123,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 7
    },
    {
      "id": 303,
      "homeowner_id": 17,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 154
    },
    {
      "id": 304,
      "homeowner_id": 92,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 31
    },
    {
      "id": 305,
      "homeowner_id": 120,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 92
    },
    {
      "id": 306,
      "homeowner_id": 247,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 3
    },
    {
      "id": 307,
      "homeowner_id": 219,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 146
    },
    {
      "id": 308,
      "homeowner_id": 99,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 35
    },
    {
      "id": 309,
      "homeowner_id": 96,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 310,
      "homeowner_id": 97,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 90
    },
    {
      "id": 311,
      "homeowner_id": 257,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 116
    },
    {
      "id": 312,
      "homeowner_id": 223,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 161
    },
    {
      "id": 313,
      "homeowner_id": 248,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 11
    },
    {
      "id": 314,
      "homeowner_id": 83,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 125
    },
    {
      "id": 315,
      "homeowner_id": 200,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 42
    },
    {
      "id": 316,
      "homeowner_id": 245,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 22
    },
    {
      "id": 317,
      "homeowner_id": 154,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 53
    },
    {
      "id": 318,
      "homeowner_id": 259,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 29
    },
    {
      "id": 319,
      "homeowner_id": 201,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 31
    },
    {
      "id": 320,
      "homeowner_id": 28,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 25
    },
    {
      "id": 321,
      "homeowner_id": 251,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 7
    },
    {
      "id": 322,
      "homeowner_id": 34,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 87
    },
    {
      "id": 323,
      "homeowner_id": 106,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 96
    },
    {
      "id": 324,
      "homeowner_id": 180,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 46
    },
    {
      "id": 325,
      "homeowner_id": 266,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 14
    },
    {
      "id": 326,
      "homeowner_id": 157,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 14
    },
    {
      "id": 327,
      "homeowner_id": 281,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 18
    },
    {
      "id": 328,
      "homeowner_id": 84,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 91
    },
    {
      "id": 329,
      "homeowner_id": 119,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 1
    },
    {
      "id": 330,
      "homeowner_id": 53,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 19
    },
    {
      "id": 331,
      "homeowner_id": 61,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 31
    },
    {
      "id": 332,
      "homeowner_id": 107,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 5
    },
    {
      "id": 333,
      "homeowner_id": 266,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 100
    },
    {
      "id": 334,
      "homeowner_id": 9,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 134
    },
    {
      "id": 335,
      "homeowner_id": 245,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 6
    },
    {
      "id": 336,
      "homeowner_id": 255,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 9
    },
    {
      "id": 337,
      "homeowner_id": 90,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 111
    },
    {
      "id": 338,
      "homeowner_id": 236,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 15
    },
    {
      "id": 339,
      "homeowner_id": 148,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 22
    },
    {
      "id": 340,
      "homeowner_id": 226,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 101
    },
    {
      "id": 341,
      "homeowner_id": 285,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 2
    },
    {
      "id": 342,
      "homeowner_id": 180,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 159
    },
    {
      "id": 343,
      "homeowner_id": 299,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 344,
      "homeowner_id": 38,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 33
    },
    {
      "id": 345,
      "homeowner_id": 45,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 109
    },
    {
      "id": 346,
      "homeowner_id": 61,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 62
    },
    {
      "id": 347,
      "homeowner_id": 73,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 81
    },
    {
      "id": 348,
      "homeowner_id": 189,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 124
    },
    {
      "id": 349,
      "homeowner_id": 61,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 38
    },
    {
      "id": 350,
      "homeowner_id": 202,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 155
    },
    {
      "id": 351,
      "homeowner_id": 54,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 116
    },
    {
      "id": 352,
      "homeowner_id": 158,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 152
    },
    {
      "id": 353,
      "homeowner_id": 44,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 132
    },
    {
      "id": 354,
      "homeowner_id": 212,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 26
    },
    {
      "id": 355,
      "homeowner_id": 258,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 13
    },
    {
      "id": 356,
      "homeowner_id": 283,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 23
    },
    {
      "id": 357,
      "homeowner_id": 287,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 358,
      "homeowner_id": 165,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 91
    },
    {
      "id": 359,
      "homeowner_id": 182,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 3
    },
    {
      "id": 360,
      "homeowner_id": 84,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 39
    },
    {
      "id": 361,
      "homeowner_id": 296,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 11
    },
    {
      "id": 362,
      "homeowner_id": 61,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 9
    },
    {
      "id": 363,
      "homeowner_id": 155,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 17
    },
    {
      "id": 364,
      "homeowner_id": 65,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 70
    },
    {
      "id": 365,
      "homeowner_id": 190,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 1
    },
    {
      "id": 366,
      "homeowner_id": 51,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 367,
      "homeowner_id": 188,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 69
    },
    {
      "id": 368,
      "homeowner_id": 290,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 95
    },
    {
      "id": 369,
      "homeowner_id": 168,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 18
    },
    {
      "id": 370,
      "homeowner_id": 84,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 5
    },
    {
      "id": 371,
      "homeowner_id": 294,
      "appliance_type": "Air Conditioner",
      "energy_rating": "D",
      "usage_hours_per_week": 154
    },
    {
      "id": 372,
      "homeowner_id": 86,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 373,
      "homeowner_id": 293,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 145
    },
    {
      "id": 374,
      "homeowner_id": 17,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 375,
      "homeowner_id": 243,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 159
    },
    {
      "id": 376,
      "homeowner_id": 136,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 93
    },
    {
      "id": 377,
      "homeowner_id": 78,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 1
    },
    {
      "id": 378,
      "homeowner_id": 239,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 75
    },
    {
      "id": 379,
      "homeowner_id": 111,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 131
    },
    {
      "id": 380,
      "homeowner_id": 48,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 10
    },
    {
      "id": 381,
      "homeowner_id": 204,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 19
    },
    {
      "id": 382,
      "homeowner_id": 193,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 107
    },
    {
      "id": 383,
      "homeowner_id": 90,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 19
    },
    {
      "id": 384,
      "homeowner_id": 146,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 2
    },
    {
      "id": 385,
      "homeowner_id": 296,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 166
    },
    {
      "id": 386,
      "homeowner_id": 144,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 29
    },
    {
      "id": 387,
      "homeowner_id": 11,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 40
    },
    {
      "id": 388,
      "homeowner_id": 42,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 98
    },
    {
      "id": 389,
      "homeowner_id": 228,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 50
    },
    {
      "id": 390,
      "homeowner_id": 261,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 391,
      "homeowner_id": 18,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 11
    },
    {
      "id": 392,
      "homeowner_id": 221,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 166
    },
    {
      "id": 393,
      "homeowner_id": 237,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 47
    },
    {
      "id": 394,
      "homeowner_id": 270,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 12
    },
    {
      "id": 395,
      "homeowner_id": 53,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 7
    },
    {
      "id": 396,
      "homeowner_id": 276,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 77
    },
    {
      "id": 397,
      "homeowner_id": 276,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 5
    },
    {
      "id": 398,
      "homeowner_id": 99,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 86
    },
    {
      "id": 399,
      "homeowner_id": 81,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 98
    },
    {
      "id": 400,
      "homeowner_id": 288,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 20
    },
    {
      "id": 401,
      "homeowner_id": 128,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 95
    },
    {
      "id": 402,
      "homeowner_id": 56,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 30
    },
    {
      "id": 403,
      "homeowner_id": 155,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 128
    },
    {
      "id": 404,
      "homeowner_id": 216,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 48
    },
    {
      "id": 405,
      "homeowner_id": 132,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 12
    },
    {
      "id": 406,
      "homeowner_id": 162,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 80
    },
    {
      "id": 407,
      "homeowner_id": 134,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 14
    },
    {
      "id": 408,
      "homeowner_id": 160,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 43
    },
    {
      "id": 409,
      "homeowner_id": 37,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 88
    },
    {
      "id": 410,
      "homeowner_id": 117,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 4
    },
    {
      "id": 411,
      "homeowner_id": 79,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 127
    },
    {
      "id": 412,
      "homeowner_id": 297,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 16
    },
    {
      "id": 413,
      "homeowner_id": 75,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 2
    },
    {
      "id": 414,
      "homeowner_id": 65,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 32
    },
    {
      "id": 415,
      "homeowner_id": 57,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 95
    },
    {
      "id": 416,
      "homeowner_id": 70,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 6
    },
    {
      "id": 417,
      "homeowner_id": 196,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 30
    },
    {
      "id": 418,
      "homeowner_id": 139,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 7
    },
    {
      "id": 419,
      "homeowner_id": 29,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 22
    },
    {
      "id": 420,
      "homeowner_id": 140,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 10
    },
    {
      "id": 421,
      "homeowner_id": 82,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 128
    },
    {
      "id": 422,
      "homeowner_id": 117,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 53
    },
    {
      "id": 423,
      "homeowner_id": 134,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 87
    },
    {
      "id": 424,
      "homeowner_id": 296,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 4
    },
    {
      "id": 425,
      "homeowner_id": 197,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 159
    },
    {
      "id": 426,
      "homeowner_id": 75,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 86
    },
    {
      "id": 427,
      "homeowner_id": 286,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 3
    },
    {
      "id": 428,
      "homeowner_id": 181,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 102
    },
    {
      "id": 429,
      "homeowner_id": 262,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 41
    },
    {
      "id": 430,
      "homeowner_id": 92,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 25
    },
    {
      "id": 431,
      "homeowner_id": 58,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 6
    },
    {
      "id": 432,
      "homeowner_id": 93,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 140
    },
    {
      "id": 433,
      "homeowner_id": 52,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 6
    },
    {
      "id": 434,
      "homeowner_id": 56,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 6
    },
    {
      "id": 435,
      "homeowner_id": 128,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 69
    },
    {
      "id": 436,
      "homeowner_id": 20,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 11
    },
    {
      "id": 437,
      "homeowner_id": 112,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 125
    },
    {
      "id": 438,
      "homeowner_id": 196,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 6
    },
    {
      "id": 439,
      "homeowner_id": 258,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 145
    },
    {
      "id": 440,
      "homeowner_id": 250,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 441,
      "homeowner_id": 237,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 9
    },
    {
      "id": 442,
      "homeowner_id": 19,
      "appliance_type": "Air Conditioner",
      "energy_rating": "D",
      "usage_hours_per_week": 37
    },
    {
      "id": 443,
      "homeowner_id": 224,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 3
    },
    {
      "id": 444,
      "homeowner_id": 100,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 108
    },
    {
      "id": 445,
      "homeowner_id": 238,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 15
    },
    {
      "id": 446,
      "homeowner_id": 111,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 13
    },
    {
      "id": 447,
      "homeowner_id": 166,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 3
    },
    {
      "id": 448,
      "homeowner_id": 272,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 13
    },
    {
      "id": 449,
      "homeowner_id": 145,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 62
    },
    {
      "id": 450,
      "homeowner_id": 58,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 159
    },
    {
      "id": 451,
      "homeowner_id": 300,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 50
    },
    {
      "id": 452,
      "homeowner_id": 9,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 15
    },
    {
      "id": 453,
      "homeowner_id": 274,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 84
    },
    {
      "id": 454,
      "homeowner_id": 28,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 32
    },
    {
      "id": 455,
      "homeowner_id": 92,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 15
    },
    {
      "id": 456,
      "homeowner_id": 86,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 41
    },
    {
      "id": 457,
      "homeowner_id": 274,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 7
    },
    {
      "id": 458,
      "homeowner_id": 170,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 44
    },
    {
      "id": 459,
      "homeowner_id": 257,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 2
    },
    {
      "id": 460,
      "homeowner_id": 283,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 3
    },
    {
      "id": 461,
      "homeowner_id": 291,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 130
    },
    {
      "id": 462,
      "homeowner_id": 135,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 58
    },
    {
      "id": 463,
      "homeowner_id": 129,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 143
    },
    {
      "id": 464,
      "homeowner_id": 192,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 6
    },
    {
      "id": 465,
      "homeowner_id": 60,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 466,
      "homeowner_id": 210,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 7
    },
    {
      "id": 467,
      "homeowner_id": 164,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 468,
      "homeowner_id": 52,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 20
    },
    {
      "id": 469,
      "homeowner_id": 54,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 25
    },
    {
      "id": 470,
      "homeowner_id": 197,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 8
    },
    {
      "id": 471,
      "homeowner_id": 300,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 472,
      "homeowner_id": 94,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 36
    },
    {
      "id": 473,
      "homeowner_id": 281,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 108
    },
    {
      "id": 474,
      "homeowner_id": 84,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 148
    },
    {
      "id": 475,
      "homeowner_id": 43,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 9
    },
    {
      "id": 476,
      "homeowner_id": 279,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 94
    },
    {
      "id": 477,
      "homeowner_id": 272,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 7
    },
    {
      "id": 478,
      "homeowner_id": 171,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 43
    },
    {
      "id": 479,
      "homeowner_id": 79,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 21
    },
    {
      "id": 480,
      "homeowner_id": 182,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 32
    },
    {
      "id": 481,
      "homeowner_id": 101,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 2
    },
    {
      "id": 482,
      "homeowner_id": 293,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 15
    },
    {
      "id": 483,
      "homeowner_id": 224,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 42
    },
    {
      "id": 484,
      "homeowner_id": 83,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 75
    },
    {
      "id": 485,
      "homeowner_id": 49,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 166
    },
    {
      "id": 486,
      "homeowner_id": 45,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 487,
      "homeowner_id": 103,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 488,
      "homeowner_id": 248,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 2
    },
    {
      "id": 489,
      "homeowner_id": 173,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 137
    },
    {
      "id": 490,
      "homeowner_id": 265,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 25
    },
    {
      "id": 491,
      "homeowner_id": 181,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 67
    },
    {
      "id": 492,
      "homeowner_id": 153,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 28
    },
    {
      "id": 493,
      "homeowner_id": 252,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 494,
      "homeowner_id": 55,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 24
    },
    {
      "id": 495,
      "homeowner_id": 129,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 12
    },
    {
      "id": 496,
      "homeowner_id": 242,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 497,
      "homeowner_id": 158,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 127
    },
    {
      "id": 498,
      "homeowner_id": 25,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 5
    },
    {
      "id": 499,
      "homeowner_id": 266,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 55
    },
    {
      "id": 500,
      "homeowner_id": 267,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 31
    },
    {
      "id": 501,
      "homeowner_id": 186,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 94
    },
    {
      "id": 502,
      "homeowner_id": 269,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 16
    },
    {
      "id": 503,
      "homeowner_id": 25,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 135
    },
    {
      "id": 504,
      "homeowner_id": 205,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 128
    },
    {
      "id": 505,
      "homeowner_id": 44,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 95
    },
    {
      "id": 506,
      "homeowner_id": 150,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 1
    },
    {
      "id": 507,
      "homeowner_id": 225,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 18
    },
    {
      "id": 508,
      "homeowner_id": 185,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 138
    },
    {
      "id": 509,
      "homeowner_id": 280,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 75
    },
    {
      "id": 510,
      "homeowner_id": 136,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 84
    },
    {
      "id": 511,
      "homeowner_id": 61,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 50
    },
    {
      "id": 512,
      "homeowner_id": 82,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 30
    },
    {
      "id": 513,
      "homeowner_id": 41,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 10
    },
    {
      "id": 514,
      "homeowner_id": 188,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 2
    },
    {
      "id": 515,
      "homeowner_id": 227,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 35
    },
    {
      "id": 516,
      "homeowner_id": 289,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 138
    },
    {
      "id": 517,
      "homeowner_id": 284,
      "appliance_type": "Heater",
      "energy_rating": "D",
      "usage_hours_per_week": 13
    },
    {
      "id": 518,
      "homeowner_id": 251,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 122
    },
    {
      "id": 519,
      "homeowner_id": 62,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 33
    },
    {
      "id": 520,
      "homeowner_id": 160,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 9
    },
    {
      "id": 521,
      "homeowner_id": 203,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 5
    },
    {
      "id": 522,
      "homeowner_id": 269,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 93
    },
    {
      "id": 523,
      "homeowner_id": 132,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 11
    },
    {
      "id": 524,
      "homeowner_id": 242,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 101
    },
    {
      "id": 525,
      "homeowner_id": 265,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 117
    },
    {
      "id": 526,
      "homeowner_id": 97,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 126
    },
    {
      "id": 527,
      "homeowner_id": 42,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 64
    },
    {
      "id": 528,
      "homeowner_id": 36,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 155
    },
    {
      "id": 529,
      "homeowner_id": 43,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 55
    },
    {
      "id": 530,
      "homeowner_id": 182,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 71
    },
    {
      "id": 531,
      "homeowner_id": 111,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 134
    },
    {
      "id": 532,
      "homeowner_id": 240,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 533,
      "homeowner_id": 176,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 3
    },
    {
      "id": 534,
      "homeowner_id": 112,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 88
    },
    {
      "id": 535,
      "homeowner_id": 4,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 1
    },
    {
      "id": 536,
      "homeowner_id": 83,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 6
    },
    {
      "id": 537,
      "homeowner_id": 269,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 26
    },
    {
      "id": 538,
      "homeowner_id": 300,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 66
    },
    {
      "id": 539,
      "homeowner_id": 275,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 3
    },
    {
      "id": 540,
      "homeowner_id": 9,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 96
    },
    {
      "id": 541,
      "homeowner_id": 20,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 135
    },
    {
      "id": 542,
      "homeowner_id": 275,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 113
    },
    {
      "id": 543,
      "homeowner_id": 179,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 544,
      "homeowner_id": 160,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 49
    },
    {
      "id": 545,
      "homeowner_id": 175,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 48
    },
    {
      "id": 546,
      "homeowner_id": 224,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 5
    },
    {
      "id": 547,
      "homeowner_id": 44,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 12
    },
    {
      "id": 548,
      "homeowner_id": 177,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 74
    },
    {
      "id": 549,
      "homeowner_id": 225,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 72
    },
    {
      "id": 550,
      "homeowner_id": 150,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 19
    },
    {
      "id": 551,
      "homeowner_id": 108,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 154
    },
    {
      "id": 552,
      "homeowner_id": 91,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 2
    },
    {
      "id": 553,
      "homeowner_id": 100,
      "appliance_type": "Air Conditioner",
      "energy_rating": "A",
      "usage_hours_per_week": 117
    },
    {
      "id": 554,
      "homeowner_id": 32,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 136
    },
    {
      "id": 555,
      "homeowner_id": 28,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 40
    },
    {
      "id": 556,
      "homeowner_id": 206,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 17
    },
    {
      "id": 557,
      "homeowner_id": 110,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 16
    },
    {
      "id": 558,
      "homeowner_id": 247,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 102
    },
    {
      "id": 559,
      "homeowner_id": 185,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 46
    },
    {
      "id": 560,
      "homeowner_id": 129,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 84
    },
    {
      "id": 561,
      "homeowner_id": 174,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 10
    },
    {
      "id": 562,
      "homeowner_id": 67,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 28
    },
    {
      "id": 563,
      "homeowner_id": 14,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 74
    },
    {
      "id": 564,
      "homeowner_id": 149,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 2
    },
    {
      "id": 565,
      "homeowner_id": 173,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 1
    },
    {
      "id": 566,
      "homeowner_id": 288,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 20
    },
    {
      "id": 567,
      "homeowner_id": 61,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 19
    },
    {
      "id": 568,
      "homeowner_id": 226,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 20
    },
    {
      "id": 569,
      "homeowner_id": 228,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 106
    },
    {
      "id": 570,
      "homeowner_id": 26,
      "appliance_type": "Heater",
      "energy_rating": "D",
      "usage_hours_per_week": 1
    },
    {
      "id": 571,
      "homeowner_id": 62,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 64
    },
    {
      "id": 572,
      "homeowner_id": 14,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 72
    },
    {
      "id": 573,
      "homeowner_id": 177,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 24
    },
    {
      "id": 574,
      "homeowner_id": 79,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 72
    },
    {
      "id": 575,
      "homeowner_id": 253,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 97
    },
    {
      "id": 576,
      "homeowner_id": 65,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 13
    },
    {
      "id": 577,
      "homeowner_id": 215,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 2
    },
    {
      "id": 578,
      "homeowner_id": 171,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 162
    },
    {
      "id": 579,
      "homeowner_id": 292,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 4
    },
    {
      "id": 580,
      "homeowner_id": 118,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 90
    },
    {
      "id": 581,
      "homeowner_id": 104,
      "appliance_type": "Heater",
      "energy_rating": "A",
      "usage_hours_per_week": 44
    },
    {
      "id": 582,
      "homeowner_id": 292,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 4
    },
    {
      "id": 583,
      "homeowner_id": 219,
      "appliance_type": "Washing Machine",
      "energy_rating": "D",
      "usage_hours_per_week": 55
    },
    {
      "id": 584,
      "homeowner_id": 291,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 20
    },
    {
      "id": 585,
      "homeowner_id": 250,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 9
    },
    {
      "id": 586,
      "homeowner_id": 18,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 7
    },
    {
      "id": 587,
      "homeowner_id": 215,
      "appliance_type": "Air Conditioner",
      "energy_rating": "C",
      "usage_hours_per_week": 6
    },
    {
      "id": 588,
      "homeowner_id": 54,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 19
    },
    {
      "id": 589,
      "homeowner_id": 199,
      "appliance_type": "Washing Machine",
      "energy_rating": "A",
      "usage_hours_per_week": 141
    },
    {
      "id": 590,
      "homeowner_id": 113,
      "appliance_type": "Air Conditioner",
      "energy_rating": "D",
      "usage_hours_per_week": 44
    },
    {
      "id": 591,
      "homeowner_id": 42,
      "appliance_type": "Air Conditioner",
      "energy_rating": "B",
      "usage_hours_per_week": 37
    },
    {
      "id": 592,
      "homeowner_id": 259,
      "appliance_type": "Refrigerator",
      "energy_rating": "D",
      "usage_hours_per_week": 58
    },
    {
      "id": 593,
      "homeowner_id": 32,
      "appliance_type": "Heater",
      "energy_rating": "C",
      "usage_hours_per_week": 133
    },
    {
      "id": 594,
      "homeowner_id": 71,
      "appliance_type": "Heater",
      "energy_rating": "B",
      "usage_hours_per_week": 9
    },
    {
      "id": 595,
      "homeowner_id": 299,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 146
    },
    {
      "id": 596,
      "homeowner_id": 45,
      "appliance_type": "Washing Machine",
      "energy_rating": "C",
      "usage_hours_per_week": 37
    },
    {
      "id": 597,
      "homeowner_id": 15,
      "appliance_type": "Refrigerator",
      "energy_rating": "C",
      "usage_hours_per_week": 8
    },
    {
      "id": 598,
      "homeowner_id": 136,
      "appliance_type": "Refrigerator",
      "energy_rating": "B",
      "usage_hours_per_week": 116
    },
    {
      "id": 599,
      "homeowner_id": 71,
      "appliance_type": "Refrigerator",
      "energy_rating": "A",
      "usage_hours_per_week": 76
    },
    {
      "id": 600,
      "homeowner_id": 246,
      "appliance_type": "Washing Machine",
      "energy_rating": "B",
      "usage_hours_per_week": 61
    }
  ],
  "energy_saving_tips": [
    {
      "id": 1,
      "tip_description": "A minor report was completed the same day.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 150,
      "tip_category": "Behavioral Change",
      "estimated_savings": 319.18
    },
    {
      "id": 2,
      "tip_description": "No response from the customer, so the account was replaced.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": null,
      "tip_category": "Home Maintenance",
      "estimated_savings": 256.99
    },
    {
      "id": 3,
      "tip_description": "A routine follow-up: the booking was reopened.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 76,
      "tip_category": "Behavioral Change",
      "estimated_savings": 255.3
    },
    {
      "id": 4,
      "tip_description": "No response from the account owner, so the report was escalated.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 300,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 403.8
    },
    {
      "id": 5,
      "tip_description": "Support reported a standard issue; the request was refunded.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 62,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 352.51
    },
    {
      "id": 6,
      "tip_description": "A partial request was rescheduled the same day.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 257,
      "tip_category": "Home Maintenance",
      "estimated_savings": 278.77
    },
    {
      "id": 7,
      "tip_description": "The item was resolved — unusual case, no further action.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 263,
      "tip_category": "Home Maintenance",
      "estimated_savings": 344.21
    },
    {
      "id": 8,
      "tip_description": "The report was cancelled — unusual case, no further action.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 31,
      "tip_category": "Home Maintenance",
      "estimated_savings": 219.43
    },
    {
      "id": 9,
      "tip_description": "The account was processed — unusual case, no further action.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 292,
      "tip_category": "Home Maintenance",
      "estimated_savings": 187.65
    },
    {
      "id": 10,
      "tip_description": "An operator confirmed the details and the document was completed.",
      "effectiveness_rating": 2,
      "adopted_by_homeowner_id": 221,
      "tip_category": "Home Maintenance",
      "estimated_savings": 156.77
    },
    {
      "id": 11,
      "tip_description": "The invoice was rejected — unusual case, no further action.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": null,
      "tip_category": "Home Maintenance",
      "estimated_savings": 262.52
    },
    {
      "id": 12,
      "tip_description": "Flagged as incomplete. The supplier confirmed the claim.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 258,
      "tip_category": "Home Maintenance",
      "estimated_savings": 262.08
    },
    {
      "id": 13,
      "tip_description": "The refund was delayed following a routine review.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 148,
      "tip_category": "Home Maintenance",
      "estimated_savings": 279.64
    },
    {
      "id": 14,
      "tip_description": "The team confirmed the details and the claim was updated.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 226,
      "tip_category": "Behavioral Change",
      "estimated_savings": 371.61
    },
    {
      "id": 15,
      "tip_description": "No response from the reviewer, so the item was refunded.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 115,
      "tip_category": "Behavioral Change",
      "estimated_savings": 263.96
    },
    {
      "id": 16,
      "tip_description": "The request was processed following a repeat review.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 265,
      "tip_category": "Behavioral Change",
      "estimated_savings": 202.78
    },
    {
      "id": 17,
      "tip_description": "Flagged as late. Support rejected the booking.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 85,
      "tip_category": "Behavioral Change",
      "estimated_savings": 120.18
    },
    {
      "id": 18,
      "tip_description": "The report was completed following a minor review.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 28,
      "tip_category": "Behavioral Change",
      "estimated_savings": 332.61
    },
    {
      "id": 19,
      "tip_description": "The courier asked for a change and the booking was confirmed.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 45,
      "tip_category": "Home Maintenance",
      "estimated_savings": 173.93
    },
    {
      "id": 20,
      "tip_description": "Flagged as unusual. An operator updated the shipment.",
      "effectiveness_rating": 2,
      "adopted_by_homeowner_id": 284,
      "tip_category": "Home Maintenance",
      "estimated_savings": 233
    },
    {
      "id": 21,
      "tip_description": "A standard report was delayed the same day.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 206,
      "tip_category": "Behavioral Change",
      "estimated_savings": 234.93
    },
    {
      "id": 22,
      "tip_description": "The item was reviewed after a standard check.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 157,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 282.82
    },
    {
      "id": 23,
      "tip_description": "Flagged as incomplete. The courier confirmed the item.",
      "effectiveness_rating": 1,
      "adopted_by_homeowner_id": 298,
      "tip_category": "Home Maintenance",
      "estimated_savings": 280.33
    },
    {
      "id": 24,
      "tip_description": "The refund was closed — duplicate case, no further action.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 80,
      "tip_category": "Home Maintenance",
      "estimated_savings": 225.49
    },
    {
      "id": 25,
      "tip_description": "No response from the account owner, so the ticket was cancelled.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": null,
      "tip_category": "Home Maintenance",
      "estimated_savings": 224.69
    },
    {
      "id": 26,
      "tip_description": "The delivery was closed after a standard check.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 145,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 298.41
    },
    {
      "id": 27,
      "tip_description": "A partial follow-up: the report was reopened.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 232,
      "tip_category": "Behavioral Change",
      "estimated_savings": 377.78
    },
    {
      "id": 28,
      "tip_description": "The supplier reported a partial issue; the refund was closed.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 259,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 116.33
    },
    {
      "id": 29,
      "tip_description": "The account owner reported an unusual issue; the refund was closed.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 260,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 175.84
    },
    {
      "id": 30,
      "tip_description": "An operator confirmed the details and the appointment was replaced.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 190,
      "tip_category": "Home Maintenance",
      "estimated_savings": 231.95
    },
    {
      "id": 31,
      "tip_description": "The claim was approved after a partial check.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": null,
      "tip_category": "Home Maintenance",
      "estimated_savings": 255.35
    },
    {
      "id": 32,
      "tip_description": "An unusual follow-up: the report was escalated.",
      "effectiveness_rating": 2,
      "adopted_by_homeowner_id": 195,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 188.81
    },
    {
      "id": 33,
      "tip_description": "The reviewer reported a duplicate issue; the report was escalated.",
      "effectiveness_rating": 2,
      "adopted_by_homeowner_id": 19,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 197.5
    },
    {
      "id": 34,
      "tip_description": "The courier asked for a change and the transfer was rescheduled.",
      "effectiveness_rating": 1,
      "adopted_by_homeowner_id": 60,
      "tip_category": "Behavioral Change",
      "estimated_savings": 342.71
    },
    {
      "id": 35,
      "tip_description": "The claim was confirmed after a routine check.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 105,
      "tip_category": "Home Maintenance",
      "estimated_savings": 286.32
    },
    {
      "id": 36,
      "tip_description": "The courier reported a late issue; the invoice was updated.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 151,
      "tip_category": "Home Maintenance",
      "estimated_savings": 272.59
    },
    {
      "id": 37,
      "tip_description": "The customer asked for a change and the report was replaced.",
      "effectiveness_rating": 2,
      "adopted_by_homeowner_id": 185,
      "tip_category": "Home Maintenance",
      "estimated_savings": 365.89
    },
    {
      "id": 38,
      "tip_description": "The reviewer asked for a change and the shipment was reopened.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 196,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 204.46
    },
    {
      "id": 39,
      "tip_description": "A manual claim was delayed the same day.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 126,
      "tip_category": "Home Maintenance",
      "estimated_savings": 385.31
    },
    {
      "id": 40,
      "tip_description": "No response from support, so the report was closed.",
      "effectiveness_rating": 1,
      "adopted_by_homeowner_id": 279,
      "tip_category": "Behavioral Change",
      "estimated_savings": 305.34
    },
    {
      "id": 41,
      "tip_description": "A duplicate request was rejected the same day.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 182,
      "tip_category": "Behavioral Change",
      "estimated_savings": 283.88
    },
    {
      "id": 42,
      "tip_description": "The account owner confirmed the details and the ticket was closed.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 180,
      "tip_category": "Behavioral Change",
      "estimated_savings": 305.25
    },
    {
      "id": 43,
      "tip_description": "The payment was updated — partial case, no further action.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 45,
      "tip_category": "Behavioral Change",
      "estimated_savings": 163.93
    },
    {
      "id": 44,
      "tip_description": "The customer confirmed the details and the transfer was rescheduled.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 104,
      "tip_category": "Behavioral Change",
      "estimated_savings": 126.21
    },
    {
      "id": 45,
      "tip_description": "The account owner reported an incomplete issue; the transfer was reviewed.",
      "effectiveness_rating": 2,
      "adopted_by_homeowner_id": 133,
      "tip_category": "Home Maintenance",
      "estimated_savings": 253.1
    },
    {
      "id": 46,
      "tip_description": "The account was reopened following a duplicate review.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 25,
      "tip_category": "Behavioral Change",
      "estimated_savings": 389.34
    },
    {
      "id": 47,
      "tip_description": "No response from the reviewer, so the report was reviewed.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 231,
      "tip_category": "Behavioral Change",
      "estimated_savings": 294.97
    },
    {
      "id": 48,
      "tip_description": "A minor appointment was rejected the same day.",
      "effectiveness_rating": 2,
      "adopted_by_homeowner_id": 260,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 210.97
    },
    {
      "id": 49,
      "tip_description": "An incomplete follow-up: the report was confirmed.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 83,
      "tip_category": "Home Maintenance",
      "estimated_savings": 305.59
    },
    {
      "id": 50,
      "tip_description": "The order was confirmed — urgent case, no further action.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 214,
      "tip_category": "Home Maintenance",
      "estimated_savings": 235.68
    },
    {
      "id": 51,
      "tip_description": "No response from the reviewer, so the session was rejected.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 104,
      "tip_category": "Home Maintenance",
      "estimated_savings": 232.15
    },
    {
      "id": 52,
      "tip_description": "The record was rejected after a manual check.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 267,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 214.44
    },
    {
      "id": 53,
      "tip_description": "The team reported a partial issue; the transfer was reviewed.",
      "effectiveness_rating": 1,
      "adopted_by_homeowner_id": 277,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 347.7
    },
    {
      "id": 54,
      "tip_description": "An incomplete follow-up: the claim was refunded.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 19,
      "tip_category": "Home Maintenance",
      "estimated_savings": 290.75
    },
    {
      "id": 55,
      "tip_description": "The shipment was confirmed — automatic case, no further action.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 131,
      "tip_category": "Home Maintenance",
      "estimated_savings": 285.43
    },
    {
      "id": 56,
      "tip_description": "A routine follow-up: the document was escalated.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 29,
      "tip_category": "Home Maintenance",
      "estimated_savings": 137.86
    },
    {
      "id": 57,
      "tip_description": "The account was refunded after a partial check.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": null,
      "tip_category": "Home Maintenance",
      "estimated_savings": 261.53
    },
    {
      "id": 58,
      "tip_description": "The customer asked for a change and the invoice was processed.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 265,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 296.59
    },
    {
      "id": 59,
      "tip_description": "Flagged as partial. The supplier completed the ticket.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 143,
      "tip_category": "Behavioral Change",
      "estimated_savings": 148.07
    },
    {
      "id": 60,
      "tip_description": "Support asked for a change and the shipment was rejected.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 5,
      "tip_category": "Home Maintenance",
      "estimated_savings": 285.44
    },
    {
      "id": 61,
      "tip_description": "Flagged as late. An operator completed the shipment.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 5,
      "tip_category": "Home Maintenance",
      "estimated_savings": 312.34
    },
    {
      "id": 62,
      "tip_description": "The account owner asked for a change and the ticket was confirmed.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 224,
      "tip_category": "Home Maintenance",
      "estimated_savings": 214.47
    },
    {
      "id": 63,
      "tip_description": "The account owner asked for a change and the item was rejected.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": null,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 264.16
    },
    {
      "id": 64,
      "tip_description": "No response from the team, so the shipment was reviewed.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 112,
      "tip_category": "Home Maintenance",
      "estimated_savings": 363.11
    },
    {
      "id": 65,
      "tip_description": "Flagged as standard. The supplier escalated the appointment.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 258,
      "tip_category": "Home Maintenance",
      "estimated_savings": 277.34
    },
    {
      "id": 66,
      "tip_description": "The item was resolved — manual case, no further action.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 70,
      "tip_category": "Behavioral Change",
      "estimated_savings": 264.09
    },
    {
      "id": 67,
      "tip_description": "The account owner asked for a change and the refund was updated.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 157,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 371.2
    },
    {
      "id": 68,
      "tip_description": "The team confirmed the details and the item was rejected.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 230,
      "tip_category": "Home Maintenance",
      "estimated_savings": 256.05
    },
    {
      "id": 69,
      "tip_description": "The courier confirmed the details and the request was escalated.",
      "effectiveness_rating": 2,
      "adopted_by_homeowner_id": 79,
      "tip_category": "Home Maintenance",
      "estimated_savings": 301.42
    },
    {
      "id": 70,
      "tip_description": "A standard follow-up: the report was resolved.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 20,
      "tip_category": "Home Maintenance",
      "estimated_savings": 236.04
    },
    {
      "id": 71,
      "tip_description": "No response from the reviewer, so the document was resolved.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 226,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 164.76
    },
    {
      "id": 72,
      "tip_description": "Flagged as urgent. The courier refunded the session.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 85,
      "tip_category": "Home Maintenance",
      "estimated_savings": 294.47
    },
    {
      "id": 73,
      "tip_description": "The document was closed following a partial review.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 25,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 252.33
    },
    {
      "id": 74,
      "tip_description": "An incomplete booking was approved the same day.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 1,
      "tip_category": "Home Maintenance",
      "estimated_savings": 177.39
    },
    {
      "id": 75,
      "tip_description": "The transfer was refunded — late case, no further action.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": null,
      "tip_category": "Home Maintenance",
      "estimated_savings": 83.04
    },
    {
      "id": 76,
      "tip_description": "A routine delivery was replaced the same day.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": null,
      "tip_category": "Home Maintenance",
      "estimated_savings": 188.19
    },
    {
      "id": 77,
      "tip_description": "The team asked for a change and the item was delayed.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 197,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 256.64
    },
    {
      "id": 78,
      "tip_description": "The order was refunded after an automatic check.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 39,
      "tip_category": "Home Maintenance",
      "estimated_savings": 225.34
    },
    {
      "id": 79,
      "tip_description": "An incomplete order was rejected the same day.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": null,
      "tip_category": "Behavioral Change",
      "estimated_savings": 257.53
    },
    {
      "id": 80,
      "tip_description": "The customer confirmed the details and the refund was confirmed.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 168,
      "tip_category": "Home Maintenance",
      "estimated_savings": 220.5
    },
    {
      "id": 81,
      "tip_description": "The refund was completed after an incomplete check.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 86,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 402.99
    },
    {
      "id": 82,
      "tip_description": "The transfer was reopened — incomplete case, no further action.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 132,
      "tip_category": "Home Maintenance",
      "estimated_savings": 231.46
    },
    {
      "id": 83,
      "tip_description": "The delivery was refunded after a partial check.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 248,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 220.64
    },
    {
      "id": 84,
      "tip_description": "An automatic shipment was reopened the same day.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 204,
      "tip_category": "Home Maintenance",
      "estimated_savings": 333.14
    },
    {
      "id": 85,
      "tip_description": "The refund was processed after a manual check.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 176,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 226.44
    },
    {
      "id": 86,
      "tip_description": "The appointment was completed after an unusual check.",
      "effectiveness_rating": 2,
      "adopted_by_homeowner_id": 237,
      "tip_category": "Behavioral Change",
      "estimated_savings": 168.09
    },
    {
      "id": 87,
      "tip_description": "A routine follow-up: the ticket was reopened.",
      "effectiveness_rating": 1,
      "adopted_by_homeowner_id": 137,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 304.4
    },
    {
      "id": 88,
      "tip_description": "Flagged as routine. The team confirmed the transfer.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 136,
      "tip_category": "Technology Upgrade",
      "estimated_savings": 217.67
    },
    {
      "id": 89,
      "tip_description": "An operator confirmed the details and the report was cancelled.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": null,
      "tip_category": "Behavioral Change",
      "estimated_savings": 247.03
    },
    {
      "id": 90,
      "tip_description": "The request was reopened — urgent case, no further action.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": null,
      "tip_category": "Home Maintenance",
      "estimated_savings": 229.72
    },
    {
      "id": 91,
      "tip_description": "Flagged as minor. The customer escalated the request.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 255,
      "tip_category": "Home Maintenance",
      "estimated_savings": 215.95
    },
    {
      "id": 92,
      "tip_description": "No response from the customer, so the request was completed.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 287,
      "tip_category": "Home Maintenance",
      "estimated_savings": 213.82
    },
    {
      "id": 93,
      "tip_description": "The request was delayed — standard case, no further action.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 275,
      "tip_category": "Home Maintenance",
      "estimated_savings": 413.41
    },
    {
      "id": 94,
      "tip_description": "No response from the customer, so the account was reviewed.",
      "effectiveness_rating": 3,
      "adopted_by_homeowner_id": 135,
      "tip_category": "Behavioral Change",
      "estimated_savings": 288.51
    },
    {
      "id": 95,
      "tip_description": "The courier asked for a change and the booking was replaced.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 281,
      "tip_category": "Home Maintenance",
      "estimated_savings": 339.11
    },
    {
      "id": 96,
      "tip_description": "The request was processed — repeat case, no further action.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 227,
      "tip_category": "Behavioral Change",
      "estimated_savings": 367.29
    },
    {
      "id": 97,
      "tip_description": "The session was refunded following an unusual review.",
      "effectiveness_rating": 5,
      "adopted_by_homeowner_id": 95,
      "tip_category": "Behavioral Change",
      "estimated_savings": 181.16
    },
    {
      "id": 98,
      "tip_description": "The reviewer asked for a change and the invoice was refunded.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 28,
      "tip_category": "Home Maintenance",
      "estimated_savings": 273.11
    },
    {
      "id": 99,
      "tip_description": "An operator confirmed the details and the session was processed.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 283,
      "tip_category": "Behavioral Change",
      "estimated_savings": 326.44
    },
    {
      "id": 100,
      "tip_description": "Support reported a partial issue; the appointment was reopened.",
      "effectiveness_rating": 4,
      "adopted_by_homeowner_id": 219,
      "tip_category": "Home Maintenance",
      "estimated_savings": 282.72
    }
  ],
  "solar_installations": [
    {
      "id": 1,
      "homeowner_id": 21,
      "installation_date": "2021-10-21",
      "capacity_kw": 1.8,
      "incentive_received": 389.64,
      "installation_cost": 2226.05
    },
    {
      "id": 2,
      "homeowner_id": 271,
      "installation_date": "2021-01-21",
      "capacity_kw": 8.03,
      "incentive_received": 386.44,
      "installation_cost": 11360.79
    },
    {
      "id": 3,
      "homeowner_id": 99,
      "installation_date": "2023-01-31",
      "capacity_kw": 4.19,
      "incentive_received": 547.76,
      "installation_cost": 9322.41
    },
    {
      "id": 4,
      "homeowner_id": 28,
      "installation_date": "2021-03-08",
      "capacity_kw": 6.93,
      "incentive_received": 623.12,
      "installation_cost": 4470.17
    },
    {
      "id": 5,
      "homeowner_id": 278,
      "installation_date": "2021-02-26",
      "capacity_kw": 3.36,
      "incentive_received": 468.89,
      "installation_cost": 10126.41
    },
    {
      "id": 6,
      "homeowner_id": 141,
      "installation_date": "2022-08-17",
      "capacity_kw": 5.67,
      "incentive_received": 497.22,
      "installation_cost": 2023.14
    },
    {
      "id": 7,
      "homeowner_id": 89,
      "installation_date": "2019-11-20",
      "capacity_kw": 5.19,
      "incentive_received": 399.18,
      "installation_cost": 6741.07
    },
    {
      "id": 8,
      "homeowner_id": 134,
      "installation_date": "2021-01-22",
      "capacity_kw": 5.41,
      "incentive_received": 423.72,
      "installation_cost": 5356.26
    },
    {
      "id": 9,
      "homeowner_id": 125,
      "installation_date": "2022-08-16",
      "capacity_kw": 5.27,
      "incentive_received": 438.28,
      "installation_cost": 13005.98
    },
    {
      "id": 10,
      "homeowner_id": 107,
      "installation_date": "2020-05-01",
      "capacity_kw": 4.96,
      "incentive_received": 302.74,
      "installation_cost": 3885.84
    },
    {
      "id": 11,
      "homeowner_id": 243,
      "installation_date": "2022-08-16",
      "capacity_kw": 6.76,
      "incentive_received": 585.81,
      "installation_cost": 3461.54
    },
    {
      "id": 12,
      "homeowner_id": 238,
      "installation_date": "2017-04-20",
      "capacity_kw": 3.03,
      "incentive_received": 346.14,
      "installation_cost": 2746.61
    },
    {
      "id": 13,
      "homeowner_id": 157,
      "installation_date": "2017-10-01",
      "capacity_kw": 5.53,
      "incentive_received": 537.85,
      "installation_cost": 3938.89
    },
    {
      "id": 14,
      "homeowner_id": 104,
      "installation_date": "2023-01-09",
      "capacity_kw": 5.88,
      "incentive_received": 542.93,
      "installation_cost": 7595.73
    },
    {
      "id": 15,
      "homeowner_id": 267,
      "installation_date": "2022-10-23",
      "capacity_kw": 5.07,
      "incentive_received": 495.67,
      "installation_cost": 2012.56
    },
    {
      "id": 16,
      "homeowner_id": 85,
      "installation_date": "2022-01-23",
      "capacity_kw": 5.89,
      "incentive_received": 590.16,
      "installation_cost": 5830.38
    },
    {
      "id": 17,
      "homeowner_id": 130,
      "installation_date": "2022-08-04",
      "capacity_kw": 4.97,
      "incentive_received": 410.54,
      "installation_cost": 7780.34
    },
    {
      "id": 18,
      "homeowner_id": 241,
      "installation_date": "2023-12-18",
      "capacity_kw": 4.88,
      "incentive_received": 276.13,
      "installation_cost": 7453.54
    },
    {
      "id": 19,
      "homeowner_id": 238,
      "installation_date": "2022-12-12",
      "capacity_kw": 4.42,
      "incentive_received": 365.6,
      "installation_cost": 5521.89
    },
    {
      "id": 20,
      "homeowner_id": 245,
      "installation_date": "2022-02-27",
      "capacity_kw": 5.46,
      "incentive_received": 345.27,
      "installation_cost": 7964.04
    },
    {
      "id": 21,
      "homeowner_id": 37,
      "installation_date": "2015-05-24",
      "capacity_kw": 6.97,
      "incentive_received": 418.79,
      "installation_cost": 6969.07
    },
    {
      "id": 22,
      "homeowner_id": 54,
      "installation_date": "2023-06-07",
      "capacity_kw": 5.55,
      "incentive_received": 579.92,
      "installation_cost": 12835.41
    },
    {
      "id": 23,
      "homeowner_id": 268,
      "installation_date": "2019-04-06",
      "capacity_kw": 5.57,
      "incentive_received": 400.08,
      "installation_cost": 9715.82
    },
    {
      "id": 24,
      "homeowner_id": 199,
      "installation_date": "2015-01-06",
      "capacity_kw": 4.75,
      "incentive_received": 530.94,
      "installation_cost": 5505.46
    },
    {
      "id": 25,
      "homeowner_id": 136,
      "installation_date": "2017-07-02",
      "capacity_kw": 7.33,
      "incentive_received": 606.74,
      "installation_cost": 7002.75
    },
    {
      "id": 26,
      "homeowner_id": 187,
      "installation_date": "2021-04-08",
      "capacity_kw": 5.38,
      "incentive_received": 508.9,
      "installation_cost": 3396.16
    },
    {
      "id": 27,
      "homeowner_id": 110,
      "installation_date": "2023-02-04",
      "capacity_kw": 2.74,
      "incentive_received": 494.22,
      "installation_cost": 2348.17
    },
    {
      "id": 28,
      "homeowner_id": 157,
      "installation_date": "2023-08-09",
      "capacity_kw": 6.12,
      "incentive_received": 438.06,
      "installation_cost": 3328.87
    },
    {
      "id": 29,
      "homeowner_id": 57,
      "installation_date": "2019-07-22",
      "capacity_kw": 5.94,
      "incentive_received": 503.43,
      "installation_cost": 5591.93
    },
    {
      "id": 30,
      "homeowner_id": 76,
      "installation_date": "2021-02-07",
      "capacity_kw": 5.49,
      "incentive_received": 477.48,
      "installation_cost": 6143.54
    },
    {
      "id": 31,
      "homeowner_id": 190,
      "installation_date": "2018-04-28",
      "capacity_kw": 5.8,
      "incentive_received": 579.93,
      "installation_cost": 11811.43
    },
    {
      "id": 32,
      "homeowner_id": 71,
      "installation_date": "2017-03-03",
      "capacity_kw": 6.06,
      "incentive_received": 502.4,
      "installation_cost": 6750.77
    },
    {
      "id": 33,
      "homeowner_id": 243,
      "installation_date": "2019-08-07",
      "capacity_kw": 4.29,
      "incentive_received": 286.88,
      "installation_cost": 8205.23
    },
    {
      "id": 34,
      "homeowner_id": 268,
      "installation_date": "2020-03-18",
      "capacity_kw": 4.59,
      "incentive_received": 350.96,
      "installation_cost": 4949.46
    },
    {
      "id": 35,
      "homeowner_id": 53,
      "installation_date": "2019-03-23",
      "capacity_kw": 6.17,
      "incentive_received": 265.14,
      "installation_cost": 4780.43
    },
    {
      "id": 36,
      "homeowner_id": 10,
      "installation_date": "2022-12-19",
      "capacity_kw": 4.39,
      "incentive_received": 672.58,
      "installation_cost": 6784.94
    },
    {
      "id": 37,
      "homeowner_id": 84,
      "installation_date": "2020-09-30",
      "capacity_kw": 5.13,
      "incentive_received": 363.25,
      "installation_cost": 3197.68
    },
    {
      "id": 38,
      "homeowner_id": 255,
      "installation_date": "2018-06-14",
      "capacity_kw": 7.38,
      "incentive_received": 390.38,
      "installation_cost": 2905.75
    },
    {
      "id": 39,
      "homeowner_id": 76,
      "installation_date": "2021-07-20",
      "capacity_kw": 2.85,
      "incentive_received": 511.49,
      "installation_cost": 3015.2
    },
    {
      "id": 40,
      "homeowner_id": 98,
      "installation_date": "2019-05-04",
      "capacity_kw": 6.2,
      "incentive_received": 418.01,
      "installation_cost": 2872.94
    },
    {
      "id": 41,
      "homeowner_id": 231,
      "installation_date": "2016-10-14",
      "capacity_kw": 6.76,
      "incentive_received": 375.61,
      "installation_cost": 2043.5
    },
    {
      "id": 42,
      "homeowner_id": 189,
      "installation_date": "2019-01-17",
      "capacity_kw": 5.14,
      "incentive_received": 543.64,
      "installation_cost": 2472.98
    },
    {
      "id": 43,
      "homeowner_id": 284,
      "installation_date": "2015-01-15",
      "capacity_kw": 4.65,
      "incentive_received": 629.01,
      "installation_cost": 9088.49
    },
    {
      "id": 44,
      "homeowner_id": 193,
      "installation_date": "2023-01-14",
      "capacity_kw": 4.24,
      "incentive_received": 235.71,
      "installation_cost": 13442.13
    },
    {
      "id": 45,
      "homeowner_id": 224,
      "installation_date": "2019-12-19",
      "capacity_kw": 4.87,
      "incentive_received": 504.09,
      "installation_cost": 3446.07
    },
    {
      "id": 46,
      "homeowner_id": 229,
      "installation_date": "2020-04-03",
      "capacity_kw": 3.87,
      "incentive_received": 482.75,
      "installation_cost": 10405.88
    },
    {
      "id": 47,
      "homeowner_id": 42,
      "installation_date": "2022-03-28",
      "capacity_kw": 5.95,
      "incentive_received": 382.66,
      "installation_cost": 2181.15
    },
    {
      "id": 48,
      "homeowner_id": 80,
      "installation_date": "2019-06-25",
      "capacity_kw": 5.47,
      "incentive_received": 391.34,
      "installation_cost": 8770.24
    },
    {
      "id": 49,
      "homeowner_id": 284,
      "installation_date": "2023-05-17",
      "capacity_kw": 4.79,
      "incentive_received": 267.72,
      "installation_cost": 6091.56
    },
    {
      "id": 50,
      "homeowner_id": 170,
      "installation_date": "2021-04-05",
      "capacity_kw": 5.89,
      "incentive_received": 616.32,
      "installation_cost": 6262.24
    },
    {
      "id": 51,
      "homeowner_id": 193,
      "installation_date": "2022-11-27",
      "capacity_kw": 6.92,
      "incentive_received": 563.12,
      "installation_cost": 6678.09
    },
    {
      "id": 52,
      "homeowner_id": 251,
      "installation_date": "2016-05-27",
      "capacity_kw": 7.24,
      "incentive_received": 501.96,
      "installation_cost": 9665.96
    },
    {
      "id": 53,
      "homeowner_id": 103,
      "installation_date": "2018-09-04",
      "capacity_kw": 4.22,
      "incentive_received": 251.52,
      "installation_cost": 13208.63
    },
    {
      "id": 54,
      "homeowner_id": 13,
      "installation_date": "2023-04-13",
      "capacity_kw": 5.24,
      "incentive_received": 575.89,
      "installation_cost": 6407.44
    },
    {
      "id": 55,
      "homeowner_id": 202,
      "installation_date": "2017-06-07",
      "capacity_kw": 7.59,
      "incentive_received": 531.27,
      "installation_cost": 2707.14
    },
    {
      "id": 56,
      "homeowner_id": 80,
      "installation_date": "2018-12-01",
      "capacity_kw": 4.53,
      "incentive_received": 415.17,
      "installation_cost": 7327.47
    },
    {
      "id": 57,
      "homeowner_id": 33,
      "installation_date": "2023-10-24",
      "capacity_kw": 5.78,
      "incentive_received": 576.37,
      "installation_cost": 13999.07
    },
    {
      "id": 58,
      "homeowner_id": 79,
      "installation_date": "2019-11-17",
      "capacity_kw": 7.74,
      "incentive_received": 475.63,
      "installation_cost": 2959.22
    },
    {
      "id": 59,
      "homeowner_id": 149,
      "installation_date": "2022-05-30",
      "capacity_kw": 5.44,
      "incentive_received": 454.12,
      "installation_cost": 2234.77
    },
    {
      "id": 60,
      "homeowner_id": 56,
      "installation_date": "2018-11-30",
      "capacity_kw": 5.73,
      "incentive_received": 474.29,
      "installation_cost": 13978.26
    },
    {
      "id": 61,
      "homeowner_id": 123,
      "installation_date": "2020-10-10",
      "capacity_kw": 5.33,
      "incentive_received": 545.78,
      "installation_cost": 12493.49
    },
    {
      "id": 62,
      "homeowner_id": 247,
      "installation_date": "2017-07-17",
      "capacity_kw": 7.47,
      "incentive_received": 365.3,
      "installation_cost": 8828.02
    },
    {
      "id": 63,
      "homeowner_id": 264,
      "installation_date": "2020-05-25",
      "capacity_kw": 4.01,
      "incentive_received": 416.15,
      "installation_cost": 6333.87
    },
    {
      "id": 64,
      "homeowner_id": 222,
      "installation_date": "2023-07-04",
      "capacity_kw": 8.43,
      "incentive_received": 638.13,
      "installation_cost": 2091.99
    },
    {
      "id": 65,
      "homeowner_id": 40,
      "installation_date": "2023-08-04",
      "capacity_kw": 5.89,
      "incentive_received": 264.32,
      "installation_cost": 9201.02
    },
    {
      "id": 66,
      "homeowner_id": 264,
      "installation_date": "2017-11-16",
      "capacity_kw": 8.19,
      "incentive_received": 179.33,
      "installation_cost": 5542.98
    },
    {
      "id": 67,
      "homeowner_id": 16,
      "installation_date": "2021-01-20",
      "capacity_kw": 6.24,
      "incentive_received": 463.71,
      "installation_cost": 8937.3
    },
    {
      "id": 68,
      "homeowner_id": 134,
      "installation_date": "2023-12-05",
      "capacity_kw": 4.47,
      "incentive_received": 431.3,
      "installation_cost": 8950.44
    },
    {
      "id": 69,
      "homeowner_id": 290,
      "installation_date": "2015-05-11",
      "capacity_kw": 7.12,
      "incentive_received": 373.85,
      "installation_cost": 2774.09
    },
    {
      "id": 70,
      "homeowner_id": 291,
      "installation_date": "2016-08-09",
      "capacity_kw": 5.84,
      "incentive_received": 586.25,
      "installation_cost": 11811.08
    },
    {
      "id": 71,
      "homeowner_id": 34,
      "installation_date": "2018-07-08",
      "capacity_kw": 6.19,
      "incentive_received": 476.34,
      "installation_cost": 5807.44
    },
    {
      "id": 72,
      "homeowner_id": 122,
      "installation_date": "2019-09-23",
      "capacity_kw": 2.97,
      "incentive_received": 386.67,
      "installation_cost": 12758.94
    },
    {
      "id": 73,
      "homeowner_id": 171,
      "installation_date": "2018-06-07",
      "capacity_kw": 4.76,
      "incentive_received": 497.23,
      "installation_cost": 2317.96
    },
    {
      "id": 74,
      "homeowner_id": 157,
      "installation_date": "2022-03-17",
      "capacity_kw": 3.94,
      "incentive_received": 575.35,
      "installation_cost": 3747.18
    },
    {
      "id": 75,
      "homeowner_id": 64,
      "installation_date": "2023-04-28",
      "capacity_kw": 5.64,
      "incentive_received": 459.41,
      "installation_cost": 9077.64
    },
    {
      "id": 76,
      "homeowner_id": 91,
      "installation_date": "2019-11-24",
      "capacity_kw": 7.88,
      "incentive_received": 383.47,
      "installation_cost": 2837.15
    },
    {
      "id": 77,
      "homeowner_id": 64,
      "installation_date": "2019-01-10",
      "capacity_kw": 8.09,
      "incentive_received": 323.86,
      "installation_cost": 2869.1
    },
    {
      "id": 78,
      "homeowner_id": 159,
      "installation_date": "2015-10-22",
      "capacity_kw": 4.89,
      "incentive_received": 390.44,
      "installation_cost": 3339.24
    },
    {
      "id": 79,
      "homeowner_id": 218,
      "installation_date": "2020-04-28",
      "capacity_kw": 4.28,
      "incentive_received": 410.39,
      "installation_cost": 10794.05
    },
    {
      "id": 80,
      "homeowner_id": 7,
      "installation_date": "2022-03-11",
      "capacity_kw": 4.33,
      "incentive_received": 517.61,
      "installation_cost": 5659.62
    },
    {
      "id": 81,
      "homeowner_id": 283,
      "installation_date": "2023-10-16",
      "capacity_kw": 5.51,
      "incentive_received": 690.3,
      "installation_cost": 8879.57
    },
    {
      "id": 82,
      "homeowner_id": 158,
      "installation_date": "2023-10-13",
      "capacity_kw": 3.69,
      "incentive_received": 600.13,
      "installation_cost": 13546.4
    },
    {
      "id": 83,
      "homeowner_id": 159,
      "installation_date": "2017-10-27",
      "capacity_kw": 4.37,
      "incentive_received": 462.88,
      "installation_cost": 14635.75
    },
    {
      "id": 84,
      "homeowner_id": 250,
      "installation_date": "2020-08-24",
      "capacity_kw": 4.21,
      "incentive_received": 403.34,
      "installation_cost": 11161.27
    },
    {
      "id": 85,
      "homeowner_id": 256,
      "installation_date": "2017-06-24",
      "capacity_kw": 4.39,
      "incentive_received": 459.27,
      "installation_cost": 12602.68
    },
    {
      "id": 86,
      "homeowner_id": 187,
      "installation_date": "2015-07-09",
      "capacity_kw": 3.64,
      "incentive_received": 412.21,
      "installation_cost": 3997.73
    },
    {
      "id": 87,
      "homeowner_id": 103,
      "installation_date": "2017-11-21",
      "capacity_kw": 6.54,
      "incentive_received": 525.7,
      "installation_cost": 2174.06
    },
    {
      "id": 88,
      "homeowner_id": 69,
      "installation_date": "2020-03-17",
      "capacity_kw": 3.36,
      "incentive_received": 371.62,
      "installation_cost": 6771.95
    },
    {
      "id": 89,
      "homeowner_id": 154,
      "installation_date": "2019-03-30",
      "capacity_kw": 3.4,
      "incentive_received": 538.81,
      "installation_cost": 12425.24
    },
    {
      "id": 90,
      "homeowner_id": 66,
      "installation_date": "2021-04-02",
      "capacity_kw": 8.07,
      "incentive_received": 474.62,
      "installation_cost": 3189.5
    },
    {
      "id": 91,
      "homeowner_id": 20,
      "installation_date": "2016-04-22",
      "capacity_kw": 6.53,
      "incentive_received": 618.34,
      "installation_cost": 4869.61
    },
    {
      "id": 92,
      "homeowner_id": 159,
      "installation_date": "2021-02-17",
      "capacity_kw": 7.36,
      "incentive_received": 446.04,
      "installation_cost": 3603.42
    },
    {
      "id": 93,
      "homeowner_id": 265,
      "installation_date": "2020-09-18",
      "capacity_kw": 5.02,
      "incentive_received": 515.48,
      "installation_cost": 4804.78
    },
    {
      "id": 94,
      "homeowner_id": 263,
      "installation_date": "2020-06-30",
      "capacity_kw": 7,
      "incentive_received": 421.08,
      "installation_cost": 2159.89
    },
    {
      "id": 95,
      "homeowner_id": 281,
      "installation_date": "2022-07-14",
      "capacity_kw": 5.38,
      "incentive_received": 492.09,
      "installation_cost": 8565.99
    },
    {
      "id": 96,
      "homeowner_id": 152,
      "installation_date": "2015-08-17",
      "capacity_kw": 6.48,
      "incentive_received": 533.2,
      "installation_cost": 3504.3
    },
    {
      "id": 97,
      "homeowner_id": 29,
      "installation_date": "2015-08-05",
      "capacity_kw": 6.71,
      "incentive_received": 430.54,
      "installation_cost": 2006.7
    },
    {
      "id": 98,
      "homeowner_id": 52,
      "installation_date": "2016-04-23",
      "capacity_kw": 5.19,
      "incentive_received": 384.61,
      "installation_cost": 9770.74
    },
    {
      "id": 99,
      "homeowner_id": 3,
      "installation_date": "2021-06-12",
      "capacity_kw": 6.54,
      "incentive_received": 608.64,
      "installation_cost": 2393.98
    },
    {
      "id": 100,
      "homeowner_id": 177,
      "installation_date": "2019-11-20",
      "capacity_kw": 7.68,
      "incentive_received": 354.31,
      "installation_cost": 9827.81
    },
    {
      "id": 101,
      "homeowner_id": 109,
      "installation_date": "2020-01-10",
      "capacity_kw": 5.3,
      "incentive_received": 539.38,
      "installation_cost": 11819.94
    },
    {
      "id": 102,
      "homeowner_id": 293,
      "installation_date": "2022-11-17",
      "capacity_kw": 5.12,
      "incentive_received": 636.41,
      "installation_cost": 4607.47
    },
    {
      "id": 103,
      "homeowner_id": 26,
      "installation_date": "2021-10-26",
      "capacity_kw": 5.62,
      "incentive_received": 441.59,
      "installation_cost": 5155.52
    },
    {
      "id": 104,
      "homeowner_id": 6,
      "installation_date": "2022-01-03",
      "capacity_kw": 3.33,
      "incentive_received": 508.01,
      "installation_cost": 13431.49
    },
    {
      "id": 105,
      "homeowner_id": 94,
      "installation_date": "2021-12-10",
      "capacity_kw": 3.05,
      "incentive_received": 500.67,
      "installation_cost": 2330.84
    },
    {
      "id": 106,
      "homeowner_id": 247,
      "installation_date": "2023-09-25",
      "capacity_kw": 8.01,
      "incentive_received": 298.13,
      "installation_cost": 2664.57
    },
    {
      "id": 107,
      "homeowner_id": 298,
      "installation_date": "2023-10-06",
      "capacity_kw": 2.73,
      "incentive_received": 422.81,
      "installation_cost": 2459.91
    },
    {
      "id": 108,
      "homeowner_id": 197,
      "installation_date": "2018-12-26",
      "capacity_kw": 4.68,
      "incentive_received": 342.26,
      "installation_cost": 12906.18
    },
    {
      "id": 109,
      "homeowner_id": 71,
      "installation_date": "2020-12-22",
      "capacity_kw": 6.6,
      "incentive_received": 273.44,
      "installation_cost": 10768.83
    },
    {
      "id": 110,
      "homeowner_id": 180,
      "installation_date": "2017-02-10",
      "capacity_kw": 3.78,
      "incentive_received": 500.42,
      "installation_cost": 14504.57
    },
    {
      "id": 111,
      "homeowner_id": 153,
      "installation_date": "2018-03-30",
      "capacity_kw": 4.63,
      "incentive_received": 320.93,
      "installation_cost": 4978.61
    },
    {
      "id": 112,
      "homeowner_id": 162,
      "installation_date": "2015-06-13",
      "capacity_kw": 6.35,
      "incentive_received": 559.15,
      "installation_cost": 2339.34
    },
    {
      "id": 113,
      "homeowner_id": 35,
      "installation_date": "2017-07-31",
      "capacity_kw": 4.71,
      "incentive_received": 585.2,
      "installation_cost": 7973.11
    },
    {
      "id": 114,
      "homeowner_id": 232,
      "installation_date": "2018-08-28",
      "capacity_kw": 4.4,
      "incentive_received": 315.96,
      "installation_cost": 6921.54
    },
    {
      "id": 115,
      "homeowner_id": 276,
      "installation_date": "2016-01-16",
      "capacity_kw": 3.16,
      "incentive_received": 571.97,
      "installation_cost": 2225.5
    },
    {
      "id": 116,
      "homeowner_id": 18,
      "installation_date": "2017-11-22",
      "capacity_kw": 3.85,
      "incentive_received": 487,
      "installation_cost": 8039.29
    },
    {
      "id": 117,
      "homeowner_id": 106,
      "installation_date": "2017-10-15",
      "capacity_kw": 6.09,
      "incentive_received": 325.25,
      "installation_cost": 9651.84
    },
    {
      "id": 118,
      "homeowner_id": 168,
      "installation_date": "2022-06-20",
      "capacity_kw": 3.26,
      "incentive_received": 594.02,
      "installation_cost": 4017.15
    },
    {
      "id": 119,
      "homeowner_id": 143,
      "installation_date": "2020-12-29",
      "capacity_kw": 4.02,
      "incentive_received": 607.7,
      "installation_cost": 11680.11
    },
    {
      "id": 120,
      "homeowner_id": 277,
      "installation_date": "2017-03-27",
      "capacity_kw": 5.34,
      "incentive_received": 511.26,
      "installation_cost": 5117.86
    },
    {
      "id": 121,
      "homeowner_id": 131,
      "installation_date": "2022-08-22",
      "capacity_kw": 4.93,
      "incentive_received": 380.03,
      "installation_cost": 4429.64
    },
    {
      "id": 122,
      "homeowner_id": 300,
      "installation_date": "2023-06-12",
      "capacity_kw": 4.48,
      "incentive_received": 393.02,
      "installation_cost": 4906.14
    },
    {
      "id": 123,
      "homeowner_id": 206,
      "installation_date": "2015-12-08",
      "capacity_kw": 4.59,
      "incentive_received": 754.14,
      "installation_cost": 10833.41
    },
    {
      "id": 124,
      "homeowner_id": 278,
      "installation_date": "2018-07-07",
      "capacity_kw": 4.16,
      "incentive_received": 572.26,
      "installation_cost": 7067.54
    },
    {
      "id": 125,
      "homeowner_id": 103,
      "installation_date": "2022-01-25",
      "capacity_kw": 4.04,
      "incentive_received": 242.97,
      "installation_cost": 11366.8
    },
    {
      "id": 126,
      "homeowner_id": 132,
      "installation_date": "2018-10-27",
      "capacity_kw": 6.67,
      "incentive_received": 408.01,
      "installation_cost": 14627.5
    },
    {
      "id": 127,
      "homeowner_id": 280,
      "installation_date": "2023-11-29",
      "capacity_kw": 8.17,
      "incentive_received": 556.76,
      "installation_cost": 7861.55
    },
    {
      "id": 128,
      "homeowner_id": 275,
      "installation_date": "2020-11-19",
      "capacity_kw": 4.93,
      "incentive_received": 390.52,
      "installation_cost": 14677.74
    },
    {
      "id": 129,
      "homeowner_id": 292,
      "installation_date": "2023-05-21",
      "capacity_kw": 5.66,
      "incentive_received": 440.18,
      "installation_cost": 10524.56
    },
    {
      "id": 130,
      "homeowner_id": 297,
      "installation_date": "2022-08-05",
      "capacity_kw": 7.57,
      "incentive_received": 471.9,
      "installation_cost": 10919.98
    },
    {
      "id": 131,
      "homeowner_id": 300,
      "installation_date": "2018-05-03",
      "capacity_kw": 3.93,
      "incentive_received": 370.22,
      "installation_cost": 3315.3
    },
    {
      "id": 132,
      "homeowner_id": 3,
      "installation_date": "2017-12-03",
      "capacity_kw": 7.02,
      "incentive_received": 527.31,
      "installation_cost": 13787.35
    },
    {
      "id": 133,
      "homeowner_id": 15,
      "installation_date": "2021-11-30",
      "capacity_kw": 5.52,
      "incentive_received": 547.23,
      "installation_cost": 2438.2
    },
    {
      "id": 134,
      "homeowner_id": 103,
      "installation_date": "2016-03-11",
      "capacity_kw": 5.75,
      "incentive_received": 437.17,
      "installation_cost": 2004.67
    },
    {
      "id": 135,
      "homeowner_id": 213,
      "installation_date": "2017-05-13",
      "capacity_kw": 6.45,
      "incentive_received": 535.96,
      "installation_cost": 6792.32
    },
    {
      "id": 136,
      "homeowner_id": 232,
      "installation_date": "2022-05-16",
      "capacity_kw": 5.07,
      "incentive_received": 691.72,
      "installation_cost": 11953.01
    },
    {
      "id": 137,
      "homeowner_id": 55,
      "installation_date": "2018-03-20",
      "capacity_kw": 4.2,
      "incentive_received": 398.09,
      "installation_cost": 2941.4
    },
    {
      "id": 138,
      "homeowner_id": 58,
      "installation_date": "2020-05-02",
      "capacity_kw": 5.01,
      "incentive_received": 287.47,
      "installation_cost": 4959.48
    },
    {
      "id": 139,
      "homeowner_id": 262,
      "installation_date": "2019-12-19",
      "capacity_kw": 6.78,
      "incentive_received": 341.29,
      "installation_cost": 3130.41
    },
    {
      "id": 140,
      "homeowner_id": 54,
      "installation_date": "2016-11-23",
      "capacity_kw": 5.84,
      "incentive_received": 542.05,
      "installation_cost": 9681.52
    },
    {
      "id": 141,
      "homeowner_id": 52,
      "installation_date": "2015-08-19",
      "capacity_kw": 7.94,
      "incentive_received": 485.25,
      "installation_cost": 12600.72
    },
    {
      "id": 142,
      "homeowner_id": 76,
      "installation_date": "2022-12-24",
      "capacity_kw": 3.19,
      "incentive_received": 414.22,
      "installation_cost": 2855.9
    },
    {
      "id": 143,
      "homeowner_id": 62,
      "installation_date": "2019-03-31",
      "capacity_kw": 6.96,
      "incentive_received": 437.84,
      "installation_cost": 5561.47
    },
    {
      "id": 144,
      "homeowner_id": 122,
      "installation_date": "2016-12-20",
      "capacity_kw": 6.45,
      "incentive_received": 486.69,
      "installation_cost": 4464.73
    },
    {
      "id": 145,
      "homeowner_id": 73,
      "installation_date": "2020-09-28",
      "capacity_kw": 3.66,
      "incentive_received": 321.44,
      "installation_cost": 3031.73
    },
    {
      "id": 146,
      "homeowner_id": 187,
      "installation_date": "2021-09-09",
      "capacity_kw": 4.94,
      "incentive_received": 680.8,
      "installation_cost": 2791.64
    },
    {
      "id": 147,
      "homeowner_id": 201,
      "installation_date": "2020-08-16",
      "capacity_kw": 4.14,
      "incentive_received": 654.17,
      "installation_cost": 2765.1
    },
    {
      "id": 148,
      "homeowner_id": 7,
      "installation_date": "2023-11-19",
      "capacity_kw": 7,
      "incentive_received": 435.82,
      "installation_cost": 4363.77
    },
    {
      "id": 149,
      "homeowner_id": 78,
      "installation_date": "2020-03-12",
      "capacity_kw": 5.46,
      "incentive_received": 457.59,
      "installation_cost": 8839.16
    },
    {
      "id": 150,
      "homeowner_id": 259,
      "installation_date": "2022-10-08",
      "capacity_kw": 6.1,
      "incentive_received": 426.81,
      "installation_cost": 2559.41
    }
  ],
  "utility_tariffs": [
    {
      "id": 1,
      "energy_provider_id": 34,
      "effective_date": "2020-05-28",
      "rate_per_kwh": 0.0589,
      "duration_months": 16,
      "discount_rate": 0.1
    },
    {
      "id": 2,
      "energy_provider_id": 16,
      "effective_date": "2015-09-24",
      "rate_per_kwh": 0.4635,
      "duration_months": 16,
      "discount_rate": 0.1
    },
    {
      "id": 3,
      "energy_provider_id": 14,
      "effective_date": "2023-12-14",
      "rate_per_kwh": 0.3907,
      "duration_months": 11,
      "discount_rate": 0.11
    },
    {
      "id": 4,
      "energy_provider_id": 13,
      "effective_date": "2015-03-19",
      "rate_per_kwh": 0.1358,
      "duration_months": 8,
      "discount_rate": 0.07
    },
    {
      "id": 5,
      "energy_provider_id": 30,
      "effective_date": "2017-12-11",
      "rate_per_kwh": 0.4913,
      "duration_months": 10,
      "discount_rate": 0.1
    },
    {
      "id": 6,
      "energy_provider_id": 44,
      "effective_date": "2018-10-06",
      "rate_per_kwh": 0.0703,
      "duration_months": 12,
      "discount_rate": 0.09
    },
    {
      "id": 7,
      "energy_provider_id": 13,
      "effective_date": "2018-04-21",
      "rate_per_kwh": 0.1809,
      "duration_months": 14,
      "discount_rate": 0.13
    },
    {
      "id": 8,
      "energy_provider_id": 2,
      "effective_date": "2020-01-02",
      "rate_per_kwh": 0.4943,
      "duration_months": 16,
      "discount_rate": 0.09
    },
    {
      "id": 9,
      "energy_provider_id": 10,
      "effective_date": "2018-04-07",
      "rate_per_kwh": 0.4648,
      "duration_months": 9,
      "discount_rate": 0.05
    },
    {
      "id": 10,
      "energy_provider_id": 14,
      "effective_date": "2018-01-04",
      "rate_per_kwh": 0.4127,
      "duration_months": 10,
      "discount_rate": 0.06
    },
    {
      "id": 11,
      "energy_provider_id": 11,
      "effective_date": "2017-06-27",
      "rate_per_kwh": 0.0828,
      "duration_months": 8,
      "discount_rate": 0.09
    },
    {
      "id": 12,
      "energy_provider_id": 25,
      "effective_date": "2022-11-20",
      "rate_per_kwh": 0.3417,
      "duration_months": 10,
      "discount_rate": 0.1
    },
    {
      "id": 13,
      "energy_provider_id": 32,
      "effective_date": "2021-07-02",
      "rate_per_kwh": 0.3358,
      "duration_months": 15,
      "discount_rate": 0.08
    },
    {
      "id": 14,
      "energy_provider_id": 43,
      "effective_date": "2017-12-18",
      "rate_per_kwh": 0.4363,
      "duration_months": 12,
      "discount_rate": 0.07
    },
    {
      "id": 15,
      "energy_provider_id": 35,
      "effective_date": "2017-04-08",
      "rate_per_kwh": 0.374,
      "duration_months": 16,
      "discount_rate": 0.08
    },
    {
      "id": 16,
      "energy_provider_id": 48,
      "effective_date": "2017-06-25",
      "rate_per_kwh": 0.1777,
      "duration_months": 14,
      "discount_rate": 0.06
    },
    {
      "id": 17,
      "energy_provider_id": 41,
      "effective_date": "2022-02-17",
      "rate_per_kwh": 0.063,
      "duration_months": 16,
      "discount_rate": 0.07
    },
    {
      "id": 18,
      "energy_provider_id": 19,
      "effective_date": "2017-02-02",
      "rate_per_kwh": 0.2956,
      "duration_months": 16,
      "discount_rate": 0.08
    },
    {
      "id": 19,
      "energy_provider_id": 34,
      "effective_date": "2016-09-15",
      "rate_per_kwh": 0.489,
      "duration_months": 18,
      "discount_rate": 0.1
    },
    {
      "id": 20,
      "energy_provider_id": 21,
      "effective_date": "2015-07-11",
      "rate_per_kwh": 0.333,
      "duration_months": 11,
      "discount_rate": 0.1
    },
    {
      "id": 21,
      "energy_provider_id": 2,
      "effective_date": "2019-11-15",
      "rate_per_kwh": 0.3244,
      "duration_months": 18,
      "discount_rate": 0.09
    },
    {
      "id": 22,
      "energy_provider_id": 41,
      "effective_date": "2018-02-07",
      "rate_per_kwh": 0.323,
      "duration_months": 13,
      "discount_rate": 0.08
    },
    {
      "id": 23,
      "energy_provider_id": 40,
      "effective_date": "2020-11-20",
      "rate_per_kwh": 0.499,
      "duration_months": 10,
      "discount_rate": 0.12
    },
    {
      "id": 24,
      "energy_provider_id": 14,
      "effective_date": "2019-10-08",
      "rate_per_kwh": 0.2173,
      "duration_months": 13,
      "discount_rate": 0.03
    },
    {
      "id": 25,
      "energy_provider_id": 23,
      "effective_date": "2017-09-06",
      "rate_per_kwh": 0.103,
      "duration_months": 18,
      "discount_rate": 0.11
    },
    {
      "id": 26,
      "energy_provider_id": 17,
      "effective_date": "2021-09-16",
      "rate_per_kwh": 0.1213,
      "duration_months": 15,
      "discount_rate": 0.11
    },
    {
      "id": 27,
      "energy_provider_id": 34,
      "effective_date": "2017-10-28",
      "rate_per_kwh": 0.4875,
      "duration_months": 14,
      "discount_rate": 0.09
    },
    {
      "id": 28,
      "energy_provider_id": 16,
      "effective_date": "2018-12-05",
      "rate_per_kwh": 0.3687,
      "duration_months": 10,
      "discount_rate": 0.1
    },
    {
      "id": 29,
      "energy_provider_id": 12,
      "effective_date": "2023-01-27",
      "rate_per_kwh": 0.1021,
      "duration_months": 16,
      "discount_rate": 0.06
    },
    {
      "id": 30,
      "energy_provider_id": 21,
      "effective_date": "2015-11-16",
      "rate_per_kwh": 0.4416,
      "duration_months": 7,
      "discount_rate": 0.09
    },
    {
      "id": 31,
      "energy_provider_id": 16,
      "effective_date": "2021-11-11",
      "rate_per_kwh": 0.4048,
      "duration_months": 16,
      "discount_rate": 0.07
    },
    {
      "id": 32,
      "energy_provider_id": 24,
      "effective_date": "2016-02-27",
      "rate_per_kwh": 0.1957,
      "duration_months": 11,
      "discount_rate": 0.07
    },
    {
      "id": 33,
      "energy_provider_id": 34,
      "effective_date": "2022-01-18",
      "rate_per_kwh": 0.0505,
      "duration_months": 14,
      "discount_rate": 0.11
    },
    {
      "id": 34,
      "energy_provider_id": 34,
      "effective_date": "2018-06-12",
      "rate_per_kwh": 0.3327,
      "duration_months": 15,
      "discount_rate": 0.08
    },
    {
      "id": 35,
      "energy_provider_id": 37,
      "effective_date": "2021-10-25",
      "rate_per_kwh": 0.4732,
      "duration_months": 11,
      "discount_rate": 0.14
    },
    {
      "id": 36,
      "energy_provider_id": 48,
      "effective_date": "2016-01-09",
      "rate_per_kwh": 0.4179,
      "duration_months": 10,
      "discount_rate": 0.08
    },
    {
      "id": 37,
      "energy_provider_id": 33,
      "effective_date": "2020-09-30",
      "rate_per_kwh": 0.4778,
      "duration_months": 13,
      "discount_rate": 0.15
    },
    {
      "id": 38,
      "energy_provider_id": 42,
      "effective_date": "2020-12-31",
      "rate_per_kwh": 0.3271,
      "duration_months": 8,
      "discount_rate": 0.1
    },
    {
      "id": 39,
      "energy_provider_id": 36,
      "effective_date": "2020-08-22",
      "rate_per_kwh": 0.2564,
      "duration_months": 13,
      "discount_rate": 0.11
    },
    {
      "id": 40,
      "energy_provider_id": 15,
      "effective_date": "2022-02-02",
      "rate_per_kwh": 0.4907,
      "duration_months": 12,
      "discount_rate": 0.09
    },
    {
      "id": 41,
      "energy_provider_id": 11,
      "effective_date": "2022-12-21",
      "rate_per_kwh": 0.4994,
      "duration_months": 11,
      "discount_rate": 0.09
    },
    {
      "id": 42,
      "energy_provider_id": 49,
      "effective_date": "2023-09-10",
      "rate_per_kwh": 0.4704,
      "duration_months": 13,
      "discount_rate": 0.15
    },
    {
      "id": 43,
      "energy_provider_id": 12,
      "effective_date": "2022-11-07",
      "rate_per_kwh": 0.0915,
      "duration_months": 11,
      "discount_rate": 0.09
    },
    {
      "id": 44,
      "energy_provider_id": 14,
      "effective_date": "2017-07-21",
      "rate_per_kwh": 0.2013,
      "duration_months": 15,
      "discount_rate": 0.12
    },
    {
      "id": 45,
      "energy_provider_id": 12,
      "effective_date": "2023-12-13",
      "rate_per_kwh": 0.3104,
      "duration_months": 11,
      "discount_rate": 0.13
    },
    {
      "id": 46,
      "energy_provider_id": 22,
      "effective_date": "2023-03-21",
      "rate_per_kwh": 0.1742,
      "duration_months": 16,
      "discount_rate": 0.04
    },
    {
      "id": 47,
      "energy_provider_id": 32,
      "effective_date": "2015-11-05",
      "rate_per_kwh": 0.4262,
      "duration_months": 10,
      "discount_rate": 0.11
    },
    {
      "id": 48,
      "energy_provider_id": 19,
      "effective_date": "2015-01-21",
      "rate_per_kwh": 0.4873,
      "duration_months": 15,
      "discount_rate": 0.11
    },
    {
      "id": 49,
      "energy_provider_id": 40,
      "effective_date": "2023-03-03",
      "rate_per_kwh": 0.3858,
      "duration_months": 14,
      "discount_rate": 0.08
    },
    {
      "id": 50,
      "energy_provider_id": 35,
      "effective_date": "2017-02-27",
      "rate_per_kwh": 0.3448,
      "duration_months": 9,
      "discount_rate": 0.09
    },
    {
      "id": 51,
      "energy_provider_id": 29,
      "effective_date": "2020-12-10",
      "rate_per_kwh": 0.4176,
      "duration_months": 17,
      "discount_rate": 0.1
    },
    {
      "id": 52,
      "energy_provider_id": 37,
      "effective_date": "2020-12-03",
      "rate_per_kwh": 0.3965,
      "duration_months": 8,
      "discount_rate": 0.08
    },
    {
      "id": 53,
      "energy_provider_id": 26,
      "effective_date": "2020-09-13",
      "rate_per_kwh": 0.4532,
      "duration_months": 10,
      "discount_rate": 0.15
    },
    {
      "id": 54,
      "energy_provider_id": 32,
      "effective_date": "2017-08-31",
      "rate_per_kwh": 0.4363,
      "duration_months": 13,
      "discount_rate": 0.16
    },
    {
      "id": 55,
      "energy_provider_id": 41,
      "effective_date": "2019-12-24",
      "rate_per_kwh": 0.1414,
      "duration_months": 19,
      "discount_rate": 0.13
    },
    {
      "id": 56,
      "energy_provider_id": 27,
      "effective_date": "2023-01-04",
      "rate_per_kwh": 0.1773,
      "duration_months": 14,
      "discount_rate": 0.09
    },
    {
      "id": 57,
      "energy_provider_id": 11,
      "effective_date": "2019-10-19",
      "rate_per_kwh": 0.5,
      "duration_months": 13,
      "discount_rate": 0.15
    },
    {
      "id": 58,
      "energy_provider_id": 29,
      "effective_date": "2016-03-31",
      "rate_per_kwh": 0.3589,
      "duration_months": 12,
      "discount_rate": 0.15
    },
    {
      "id": 59,
      "energy_provider_id": 48,
      "effective_date": "2021-12-05",
      "rate_per_kwh": 0.3432,
      "duration_months": 12,
      "discount_rate": 0.14
    },
    {
      "id": 60,
      "energy_provider_id": 13,
      "effective_date": "2020-10-17",
      "rate_per_kwh": 0.2826,
      "duration_months": 16,
      "discount_rate": 0.17
    },
    {
      "id": 61,
      "energy_provider_id": 39,
      "effective_date": "2023-10-14",
      "rate_per_kwh": 0.3078,
      "duration_months": 18,
      "discount_rate": 0.09
    },
    {
      "id": 62,
      "energy_provider_id": 12,
      "effective_date": "2022-12-22",
      "rate_per_kwh": 0.1388,
      "duration_months": 16,
      "discount_rate": 0.06
    },
    {
      "id": 63,
      "energy_provider_id": 32,
      "effective_date": "2019-12-03",
      "rate_per_kwh": 0.3412,
      "duration_months": 21,
      "discount_rate": 0.05
    },
    {
      "id": 64,
      "energy_provider_id": 3,
      "effective_date": "2021-08-15",
      "rate_per_kwh": 0.3635,
      "duration_months": 10,
      "discount_rate": 0.1
    },
    {
      "id": 65,
      "energy_provider_id": 6,
      "effective_date": "2015-03-25",
      "rate_per_kwh": 0.2822,
      "duration_months": 6,
      "discount_rate": 0.12
    },
    {
      "id": 66,
      "energy_provider_id": 36,
      "effective_date": "2018-01-12",
      "rate_per_kwh": 0.4547,
      "duration_months": 9,
      "discount_rate": 0.06
    },
    {
      "id": 67,
      "energy_provider_id": 48,
      "effective_date": "2018-11-19",
      "rate_per_kwh": 0.4904,
      "duration_months": 14,
      "discount_rate": 0.11
    },
    {
      "id": 68,
      "energy_provider_id": 5,
      "effective_date": "2016-08-15",
      "rate_per_kwh": 0.4361,
      "duration_months": 14,
      "discount_rate": 0.07
    },
    {
      "id": 69,
      "energy_provider_id": 9,
      "effective_date": "2016-07-29",
      "rate_per_kwh": 0.241,
      "duration_months": 9,
      "discount_rate": 0.14
    },
    {
      "id": 70,
      "energy_provider_id": 21,
      "effective_date": "2022-11-24",
      "rate_per_kwh": 0.485,
      "duration_months": 10,
      "discount_rate": 0.1
    },
    {
      "id": 71,
      "energy_provider_id": 3,
      "effective_date": "2022-07-13",
      "rate_per_kwh": 0.3278,
      "duration_months": 11,
      "discount_rate": 0.08
    },
    {
      "id": 72,
      "energy_provider_id": 14,
      "effective_date": "2022-03-03",
      "rate_per_kwh": 0.4155,
      "duration_months": 18,
      "discount_rate": 0.09
    },
    {
      "id": 73,
      "energy_provider_id": 36,
      "effective_date": "2020-01-09",
      "rate_per_kwh": 0.2992,
      "duration_months": 18,
      "discount_rate": 0.13
    },
    {
      "id": 74,
      "energy_provider_id": 41,
      "effective_date": "2019-11-02",
      "rate_per_kwh": 0.4978,
      "duration_months": 10,
      "discount_rate": 0.09
    },
    {
      "id": 75,
      "energy_provider_id": 39,
      "effective_date": "2022-02-14",
      "rate_per_kwh": 0.2779,
      "duration_months": 6,
      "discount_rate": 0.13
    },
    {
      "id": 76,
      "energy_provider_id": 18,
      "effective_date": "2015-12-28",
      "rate_per_kwh": 0.2406,
      "duration_months": 16,
      "discount_rate": 0.11
    },
    {
      "id": 77,
      "energy_provider_id": 13,
      "effective_date": "2022-11-05",
      "rate_per_kwh": 0.412,
      "duration_months": 12,
      "discount_rate": 0.11
    },
    {
      "id": 78,
      "energy_provider_id": 22,
      "effective_date": "2020-11-27",
      "rate_per_kwh": 0.4182,
      "duration_months": 14,
      "discount_rate": 0.11
    },
    {
      "id": 79,
      "energy_provider_id": 14,
      "effective_date": "2019-10-18",
      "rate_per_kwh": 0.4994,
      "duration_months": 12,
      "discount_rate": 0.11
    },
    {
      "id": 80,
      "energy_provider_id": 9,
      "effective_date": "2022-11-11",
      "rate_per_kwh": 0.1099,
      "duration_months": 10,
      "discount_rate": 0.13
    },
    {
      "id": 81,
      "energy_provider_id": 20,
      "effective_date": "2022-11-25",
      "rate_per_kwh": 0.2461,
      "duration_months": 17,
      "discount_rate": 0.14
    },
    {
      "id": 82,
      "energy_provider_id": 39,
      "effective_date": "2020-08-15",
      "rate_per_kwh": 0.1532,
      "duration_months": 5,
      "discount_rate": 0.1
    },
    {
      "id": 83,
      "energy_provider_id": 14,
      "effective_date": "2022-12-21",
      "rate_per_kwh": 0.1348,
      "duration_months": 12,
      "discount_rate": 0.15
    },
    {
      "id": 84,
      "energy_provider_id": 1,
      "effective_date": "2018-03-26",
      "rate_per_kwh": 0.3964,
      "duration_months": 10,
      "discount_rate": 0.12
    },
    {
      "id": 85,
      "energy_provider_id": 20,
      "effective_date": "2017-10-25",
      "rate_per_kwh": 0.4403,
      "duration_months": 16,
      "discount_rate": 0.06
    },
    {
      "id": 86,
      "energy_provider_id": 9,
      "effective_date": "2015-12-25",
      "rate_per_kwh": 0.2504,
      "duration_months": 10,
      "discount_rate": 0.08
    },
    {
      "id": 87,
      "energy_provider_id": 44,
      "effective_date": "2022-09-11",
      "rate_per_kwh": 0.4251,
      "duration_months": 11,
      "discount_rate": 0.13
    },
    {
      "id": 88,
      "energy_provider_id": 35,
      "effective_date": "2021-09-22",
      "rate_per_kwh": 0.3133,
      "duration_months": 10,
      "discount_rate": 0.1
    },
    {
      "id": 89,
      "energy_provider_id": 9,
      "effective_date": "2017-10-08",
      "rate_per_kwh": 0.1654,
      "duration_months": 14,
      "discount_rate": 0.04
    },
    {
      "id": 90,
      "energy_provider_id": 4,
      "effective_date": "2018-01-19",
      "rate_per_kwh": 0.4947,
      "duration_months": 15,
      "discount_rate": 0.12
    },
    {
      "id": 91,
      "energy_provider_id": 14,
      "effective_date": "2015-12-07",
      "rate_per_kwh": 0.4617,
      "duration_months": 12,
      "discount_rate": 0.04
    },
    {
      "id": 92,
      "energy_provider_id": 30,
      "effective_date": "2017-11-03",
      "rate_per_kwh": 0.4613,
      "duration_months": 15,
      "discount_rate": 0.05
    },
    {
      "id": 93,
      "energy_provider_id": 31,
      "effective_date": "2021-09-26",
      "rate_per_kwh": 0.4748,
      "duration_months": 7,
      "discount_rate": 0.08
    },
    {
      "id": 94,
      "energy_provider_id": 38,
      "effective_date": "2019-01-08",
      "rate_per_kwh": 0.2652,
      "duration_months": 11,
      "discount_rate": 0.13
    },
    {
      "id": 95,
      "energy_provider_id": 17,
      "effective_date": "2019-09-24",
      "rate_per_kwh": 0.4763,
      "duration_months": 15,
      "discount_rate": 0.1
    },
    {
      "id": 96,
      "energy_provider_id": 17,
      "effective_date": "2021-08-24",
      "rate_per_kwh": 0.2902,
      "duration_months": 16,
      "discount_rate": 0.1
    },
    {
      "id": 97,
      "energy_provider_id": 49,
      "effective_date": "2020-12-26",
      "rate_per_kwh": 0.4564,
      "duration_months": 12,
      "discount_rate": 0.03
    },
    {
      "id": 98,
      "energy_provider_id": 8,
      "effective_date": "2017-09-06",
      "rate_per_kwh": 0.4416,
      "duration_months": 12,
      "discount_rate": 0.13
    },
    {
      "id": 99,
      "energy_provider_id": 44,
      "effective_date": "2015-11-01",
      "rate_per_kwh": 0.3604,
      "duration_months": 11,
      "discount_rate": 0.05
    },
    {
      "id": 100,
      "energy_provider_id": 13,
      "effective_date": "2021-12-17",
      "rate_per_kwh": 0.1394,
      "duration_months": 13,
      "discount_rate": 0.1
    },
    {
      "id": 101,
      "energy_provider_id": 22,
      "effective_date": "2016-01-27",
      "rate_per_kwh": 0.4794,
      "duration_months": 12,
      "discount_rate": 0.11
    },
    {
      "id": 102,
      "energy_provider_id": 35,
      "effective_date": "2020-09-13",
      "rate_per_kwh": 0.4321,
      "duration_months": 11,
      "discount_rate": 0.14
    },
    {
      "id": 103,
      "energy_provider_id": 29,
      "effective_date": "2018-04-30",
      "rate_per_kwh": 0.1555,
      "duration_months": 8,
      "discount_rate": 0.07
    },
    {
      "id": 104,
      "energy_provider_id": 34,
      "effective_date": "2021-10-19",
      "rate_per_kwh": 0.4455,
      "duration_months": 11,
      "discount_rate": 0.07
    },
    {
      "id": 105,
      "energy_provider_id": 26,
      "effective_date": "2017-11-25",
      "rate_per_kwh": 0.4872,
      "duration_months": 16,
      "discount_rate": 0.11
    },
    {
      "id": 106,
      "energy_provider_id": 16,
      "effective_date": "2023-11-02",
      "rate_per_kwh": 0.3565,
      "duration_months": 9,
      "discount_rate": 0.13
    },
    {
      "id": 107,
      "energy_provider_id": 7,
      "effective_date": "2022-11-10",
      "rate_per_kwh": 0.3257,
      "duration_months": 12,
      "discount_rate": 0.15
    },
    {
      "id": 108,
      "energy_provider_id": 18,
      "effective_date": "2022-02-15",
      "rate_per_kwh": 0.104,
      "duration_months": 18,
      "discount_rate": 0.09
    },
    {
      "id": 109,
      "energy_provider_id": 22,
      "effective_date": "2020-09-11",
      "rate_per_kwh": 0.1777,
      "duration_months": 14,
      "discount_rate": 0.07
    },
    {
      "id": 110,
      "energy_provider_id": 4,
      "effective_date": "2018-12-19",
      "rate_per_kwh": 0.4835,
      "duration_months": 15,
      "discount_rate": 0.07
    },
    {
      "id": 111,
      "energy_provider_id": 30,
      "effective_date": "2020-10-26",
      "rate_per_kwh": 0.1653,
      "duration_months": 8,
      "discount_rate": 0.1
    },
    {
      "id": 112,
      "energy_provider_id": 27,
      "effective_date": "2017-01-02",
      "rate_per_kwh": 0.4478,
      "duration_months": 16,
      "discount_rate": 0.09
    },
    {
      "id": 113,
      "energy_provider_id": 38,
      "effective_date": "2021-07-23",
      "rate_per_kwh": 0.4104,
      "duration_months": 12,
      "discount_rate": 0.08
    },
    {
      "id": 114,
      "energy_provider_id": 30,
      "effective_date": "2021-03-25",
      "rate_per_kwh": 0.0587,
      "duration_months": 11,
      "discount_rate": 0.11
    },
    {
      "id": 115,
      "energy_provider_id": 4,
      "effective_date": "2015-07-26",
      "rate_per_kwh": 0.429,
      "duration_months": 16,
      "discount_rate": 0.11
    },
    {
      "id": 116,
      "energy_provider_id": 14,
      "effective_date": "2019-07-31",
      "rate_per_kwh": 0.0555,
      "duration_months": 10,
      "discount_rate": 0.11
    },
    {
      "id": 117,
      "energy_provider_id": 35,
      "effective_date": "2022-04-05",
      "rate_per_kwh": 0.3175,
      "duration_months": 7,
      "discount_rate": 0.06
    },
    {
      "id": 118,
      "energy_provider_id": 33,
      "effective_date": "2020-01-07",
      "rate_per_kwh": 0.2295,
      "duration_months": 9,
      "discount_rate": 0.07
    },
    {
      "id": 119,
      "energy_provider_id": 39,
      "effective_date": "2020-02-02",
      "rate_per_kwh": 0.4954,
      "duration_months": 16,
      "discount_rate": 0.06
    },
    {
      "id": 120,
      "energy_provider_id": 2,
      "effective_date": "2016-03-18",
      "rate_per_kwh": 0.3492,
      "duration_months": 12,
      "discount_rate": 0.13
    },
    {
      "id": 121,
      "energy_provider_id": 38,
      "effective_date": "2020-10-01",
      "rate_per_kwh": 0.4353,
      "duration_months": 19,
      "discount_rate": 0.09
    },
    {
      "id": 122,
      "energy_provider_id": 14,
      "effective_date": "2015-05-26",
      "rate_per_kwh": 0.3356,
      "duration_months": 11,
      "discount_rate": 0.12
    },
    {
      "id": 123,
      "energy_provider_id": 10,
      "effective_date": "2015-08-17",
      "rate_per_kwh": 0.3295,
      "duration_months": 14,
      "discount_rate": 0.09
    },
    {
      "id": 124,
      "energy_provider_id": 32,
      "effective_date": "2017-05-12",
      "rate_per_kwh": 0.3114,
      "duration_months": 10,
      "discount_rate": 0.1
    },
    {
      "id": 125,
      "energy_provider_id": 23,
      "effective_date": "2022-09-04",
      "rate_per_kwh": 0.06,
      "duration_months": 13,
      "discount_rate": 0.07
    },
    {
      "id": 126,
      "energy_provider_id": 37,
      "effective_date": "2015-11-04",
      "rate_per_kwh": 0.0713,
      "duration_months": 10,
      "discount_rate": 0.16
    },
    {
      "id": 127,
      "energy_provider_id": 13,
      "effective_date": "2020-10-07",
      "rate_per_kwh": 0.2694,
      "duration_months": 12,
      "discount_rate": 0.08
    },
    {
      "id": 128,
      "energy_provider_id": 34,
      "effective_date": "2018-03-17",
      "rate_per_kwh": 0.4962,
      "duration_months": 18,
      "discount_rate": 0.09
    },
    {
      "id": 129,
      "energy_provider_id": 7,
      "effective_date": "2020-12-27",
      "rate_per_kwh": 0.4906,
      "duration_months": 14,
      "discount_rate": 0.12
    },
    {
      "id": 130,
      "energy_provider_id": 42,
      "effective_date": "2019-09-24",
      "rate_per_kwh": 0.1455,
      "duration_months": 8,
      "discount_rate": 0.08
    },
    {
      "id": 131,
      "energy_provider_id": 5,
      "effective_date": "2019-01-13",
      "rate_per_kwh": 0.4958,
      "duration_months": 12,
      "discount_rate": 0.09
    },
    {
      "id": 132,
      "energy_provider_id": 21,
      "effective_date": "2018-11-12",
      "rate_per_kwh": 0.0777,
      "duration_months": 16,
      "discount_rate": 0.09
    },
    {
      "id": 133,
      "energy_provider_id": 42,
      "effective_date": "2022-12-07",
      "rate_per_kwh": 0.4918,
      "duration_months": 11,
      "discount_rate": 0.12
    },
    {
      "id": 134,
      "energy_provider_id": 16,
      "effective_date": "2017-11-01",
      "rate_per_kwh": 0.1974,
      "duration_months": 18,
      "discount_rate": 0.07
    },
    {
      "id": 135,
      "energy_provider_id": 40,
      "effective_date": "2021-04-11",
      "rate_per_kwh": 0.4944,
      "duration_months": 14,
      "discount_rate": 0.09
    },
    {
      "id": 136,
      "energy_provider_id": 37,
      "effective_date": "2017-02-28",
      "rate_per_kwh": 0.487,
      "duration_months": 8,
      "discount_rate": 0.09
    },
    {
      "id": 137,
      "energy_provider_id": 29,
      "effective_date": "2020-11-12",
      "rate_per_kwh": 0.4802,
      "duration_months": 15,
      "discount_rate": 0.11
    },
    {
      "id": 138,
      "energy_provider_id": 37,
      "effective_date": "2020-05-21",
      "rate_per_kwh": 0.4642,
      "duration_months": 17,
      "discount_rate": 0.09
    },
    {
      "id": 139,
      "energy_provider_id": 5,
      "effective_date": "2018-11-22",
      "rate_per_kwh": 0.1727,
      "duration_months": 18,
      "discount_rate": 0.11
    },
    {
      "id": 140,
      "energy_provider_id": 43,
      "effective_date": "2020-09-12",
      "rate_per_kwh": 0.4338,
      "duration_months": 14,
      "discount_rate": 0.1
    },
    {
      "id": 141,
      "energy_provider_id": 3,
      "effective_date": "2018-09-21",
      "rate_per_kwh": 0.3965,
      "duration_months": 18,
      "discount_rate": 0.09
    },
    {
      "id": 142,
      "energy_provider_id": 46,
      "effective_date": "2023-08-23",
      "rate_per_kwh": 0.4491,
      "duration_months": 17,
      "discount_rate": 0.07
    },
    {
      "id": 143,
      "energy_provider_id": 33,
      "effective_date": "2015-01-05",
      "rate_per_kwh": 0.4005,
      "duration_months": 14,
      "discount_rate": 0.11
    },
    {
      "id": 144,
      "energy_provider_id": 19,
      "effective_date": "2021-12-03",
      "rate_per_kwh": 0.3616,
      "duration_months": 13,
      "discount_rate": 0.1
    },
    {
      "id": 145,
      "energy_provider_id": 33,
      "effective_date": "2015-01-31",
      "rate_per_kwh": 0.2414,
      "duration_months": 9,
      "discount_rate": 0.09
    },
    {
      "id": 146,
      "energy_provider_id": 25,
      "effective_date": "2020-03-09",
      "rate_per_kwh": 0.3347,
      "duration_months": 13,
      "discount_rate": 0.09
    },
    {
      "id": 147,
      "energy_provider_id": 50,
      "effective_date": "2020-09-13",
      "rate_per_kwh": 0.4735,
      "duration_months": 15,
      "discount_rate": 0.12
    },
    {
      "id": 148,
      "energy_provider_id": 45,
      "effective_date": "2021-03-24",
      "rate_per_kwh": 0.2351,
      "duration_months": 5,
      "discount_rate": 0.14
    },
    {
      "id": 149,
      "energy_provider_id": 49,
      "effective_date": "2017-12-23",
      "rate_per_kwh": 0.4996,
      "duration_months": 15,
      "discount_rate": 0.12
    },
    {
      "id": 150,
      "energy_provider_id": 6,
      "effective_date": "2022-05-25",
      "rate_per_kwh": 0.2616,
      "duration_months": 13,
      "discount_rate": 0.15
    },
    {
      "id": 151,
      "energy_provider_id": 21,
      "effective_date": "2019-09-13",
      "rate_per_kwh": 0.1628,
      "duration_months": 14,
      "discount_rate": 0.14
    },
    {
      "id": 152,
      "energy_provider_id": 30,
      "effective_date": "2018-01-13",
      "rate_per_kwh": 0.4882,
      "duration_months": 12,
      "discount_rate": 0.08
    },
    {
      "id": 153,
      "energy_provider_id": 2,
      "effective_date": "2017-11-04",
      "rate_per_kwh": 0.2813,
      "duration_months": 16,
      "discount_rate": 0.14
    },
    {
      "id": 154,
      "energy_provider_id": 1,
      "effective_date": "2020-10-23",
      "rate_per_kwh": 0.2915,
      "duration_months": 13,
      "discount_rate": 0.15
    },
    {
      "id": 155,
      "energy_provider_id": 29,
      "effective_date": "2019-07-10",
      "rate_per_kwh": 0.4959,
      "duration_months": 12,
      "discount_rate": 0.11
    },
    {
      "id": 156,
      "energy_provider_id": 38,
      "effective_date": "2016-10-27",
      "rate_per_kwh": 0.486,
      "duration_months": 12,
      "discount_rate": 0.13
    },
    {
      "id": 157,
      "energy_provider_id": 23,
      "effective_date": "2022-07-22",
      "rate_per_kwh": 0.3187,
      "duration_months": 11,
      "discount_rate": 0.07
    },
    {
      "id": 158,
      "energy_provider_id": 16,
      "effective_date": "2022-09-30",
      "rate_per_kwh": 0.4978,
      "duration_months": 16,
      "discount_rate": 0.05
    },
    {
      "id": 159,
      "energy_provider_id": 43,
      "effective_date": "2020-05-08",
      "rate_per_kwh": 0.4695,
      "duration_months": 17,
      "discount_rate": 0.1
    },
    {
      "id": 160,
      "energy_provider_id": 13,
      "effective_date": "2020-01-29",
      "rate_per_kwh": 0.4991,
      "duration_months": 13,
      "discount_rate": 0.14
    },
    {
      "id": 161,
      "energy_provider_id": 38,
      "effective_date": "2015-01-22",
      "rate_per_kwh": 0.1386,
      "duration_months": 8,
      "discount_rate": 0.11
    },
    {
      "id": 162,
      "energy_provider_id": 11,
      "effective_date": "2016-05-31",
      "rate_per_kwh": 0.31,
      "duration_months": 15,
      "discount_rate": 0.1
    },
    {
      "id": 163,
      "energy_provider_id": 36,
      "effective_date": "2019-03-07",
      "rate_per_kwh": 0.4596,
      "duration_months": 18,
      "discount_rate": 0.03
    },
    {
      "id": 164,
      "energy_provider_id": 18,
      "effective_date": "2015-03-10",
      "rate_per_kwh": 0.4998,
      "duration_months": 12,
      "discount_rate": 0.14
    },
    {
      "id": 165,
      "energy_provider_id": 7,
      "effective_date": "2016-05-21",
      "rate_per_kwh": 0.336,
      "duration_months": 15,
      "discount_rate": 0.06
    },
    {
      "id": 166,
      "energy_provider_id": 42,
      "effective_date": "2017-12-09",
      "rate_per_kwh": 0.4725,
      "duration_months": 15,
      "discount_rate": 0.1
    },
    {
      "id": 167,
      "energy_provider_id": 13,
      "effective_date": "2019-01-11",
      "rate_per_kwh": 0.2013,
      "duration_months": 13,
      "discount_rate": 0.12
    },
    {
      "id": 168,
      "energy_provider_id": 45,
      "effective_date": "2020-12-23",
      "rate_per_kwh": 0.4265,
      "duration_months": 22,
      "discount_rate": 0.17
    },
    {
      "id": 169,
      "energy_provider_id": 17,
      "effective_date": "2018-08-25",
      "rate_per_kwh": 0.2829,
      "duration_months": 9,
      "discount_rate": 0.13
    },
    {
      "id": 170,
      "energy_provider_id": 49,
      "effective_date": "2016-11-02",
      "rate_per_kwh": 0.4929,
      "duration_months": 9,
      "discount_rate": 0.09
    },
    {
      "id": 171,
      "energy_provider_id": 37,
      "effective_date": "2015-09-17",
      "rate_per_kwh": 0.4873,
      "duration_months": 16,
      "discount_rate": 0.11
    },
    {
      "id": 172,
      "energy_provider_id": 20,
      "effective_date": "2023-11-30",
      "rate_per_kwh": 0.3976,
      "duration_months": 7,
      "discount_rate": 0.12
    },
    {
      "id": 173,
      "energy_provider_id": 9,
      "effective_date": "2020-04-07",
      "rate_per_kwh": 0.4781,
      "duration_months": 10,
      "discount_rate": 0.1
    },
    {
      "id": 174,
      "energy_provider_id": 31,
      "effective_date": "2020-08-26",
      "rate_per_kwh": 0.2515,
      "duration_months": 13,
      "discount_rate": 0.07
    },
    {
      "id": 175,
      "energy_provider_id": 49,
      "effective_date": "2023-05-02",
      "rate_per_kwh": 0.3707,
      "duration_months": 14,
      "discount_rate": 0.16
    },
    {
      "id": 176,
      "energy_provider_id": 44,
      "effective_date": "2017-02-16",
      "rate_per_kwh": 0.38,
      "duration_months": 18,
      "discount_rate": 0.12
    },
    {
      "id": 177,
      "energy_provider_id": 9,
      "effective_date": "2020-08-31",
      "rate_per_kwh": 0.2856,
      "duration_months": 7,
      "discount_rate": 0.08
    },
    {
      "id": 178,
      "energy_provider_id": 12,
      "effective_date": "2018-08-08",
      "rate_per_kwh": 0.0613,
      "duration_months": 20,
      "discount_rate": 0.1
    },
    {
      "id": 179,
      "energy_provider_id": 9,
      "effective_date": "2021-06-10",
      "rate_per_kwh": 0.4043,
      "duration_months": 13,
      "discount_rate": 0.16
    },
    {
      "id": 180,
      "energy_provider_id": 45,
      "effective_date": "2021-10-02",
      "rate_per_kwh": 0.2258,
      "duration_months": 11,
      "discount_rate": 0.15
    },
    {
      "id": 181,
      "energy_provider_id": 39,
      "effective_date": "2023-02-28",
      "rate_per_kwh": 0.4905,
      "duration_months": 17,
      "discount_rate": 0.12
    },
    {
      "id": 182,
      "energy_provider_id": 50,
      "effective_date": "2016-01-01",
      "rate_per_kwh": 0.4658,
      "duration_months": 16,
      "discount_rate": 0.11
    },
    {
      "id": 183,
      "energy_provider_id": 13,
      "effective_date": "2017-02-17",
      "rate_per_kwh": 0.4356,
      "duration_months": 12,
      "discount_rate": 0.11
    },
    {
      "id": 184,
      "energy_provider_id": 16,
      "effective_date": "2021-04-17",
      "rate_per_kwh": 0.4995,
      "duration_months": 15,
      "discount_rate": 0.06
    },
    {
      "id": 185,
      "energy_provider_id": 29,
      "effective_date": "2016-11-16",
      "rate_per_kwh": 0.4936,
      "duration_months": 7,
      "discount_rate": 0.13
    },
    {
      "id": 186,
      "energy_provider_id": 45,
      "effective_date": "2019-12-21",
      "rate_per_kwh": 0.4976,
      "duration_months": 14,
      "discount_rate": 0.06
    },
    {
      "id": 187,
      "energy_provider_id": 19,
      "effective_date": "2020-10-17",
      "rate_per_kwh": 0.4781,
      "duration_months": 12,
      "discount_rate": 0.08
    },
    {
      "id": 188,
      "energy_provider_id": 23,
      "effective_date": "2023-09-24",
      "rate_per_kwh": 0.4914,
      "duration_months": 12,
      "discount_rate": 0.09
    },
    {
      "id": 189,
      "energy_provider_id": 46,
      "effective_date": "2015-01-06",
      "rate_per_kwh": 0.2845,
      "duration_months": 19,
      "discount_rate": 0.1
    },
    {
      "id": 190,
      "energy_provider_id": 46,
      "effective_date": "2021-08-14",
      "rate_per_kwh": 0.1014,
      "duration_months": 10,
      "discount_rate": 0.13
    },
    {
      "id": 191,
      "energy_provider_id": 17,
      "effective_date": "2021-01-29",
      "rate_per_kwh": 0.4969,
      "duration_months": 15,
      "discount_rate": 0.14
    },
    {
      "id": 192,
      "energy_provider_id": 30,
      "effective_date": "2021-10-18",
      "rate_per_kwh": 0.236,
      "duration_months": 12,
      "discount_rate": 0.09
    },
    {
      "id": 193,
      "energy_provider_id": 21,
      "effective_date": "2019-08-24",
      "rate_per_kwh": 0.4761,
      "duration_months": 14,
      "discount_rate": 0.05
    },
    {
      "id": 194,
      "energy_provider_id": 21,
      "effective_date": "2018-02-06",
      "rate_per_kwh": 0.4891,
      "duration_months": 15,
      "discount_rate": 0.13
    },
    {
      "id": 195,
      "energy_provider_id": 49,
      "effective_date": "2021-04-18",
      "rate_per_kwh": 0.3375,
      "duration_months": 8,
      "discount_rate": 0.08
    },
    {
      "id": 196,
      "energy_provider_id": 44,
      "effective_date": "2022-08-05",
      "rate_per_kwh": 0.4391,
      "duration_months": 9,
      "discount_rate": 0.13
    },
    {
      "id": 197,
      "energy_provider_id": 30,
      "effective_date": "2022-07-06",
      "rate_per_kwh": 0.4896,
      "duration_months": 12,
      "discount_rate": 0.11
    },
    {
      "id": 198,
      "energy_provider_id": 45,
      "effective_date": "2023-03-07",
      "rate_per_kwh": 0.4976,
      "duration_months": 17,
      "discount_rate": 0.11
    },
    {
      "id": 199,
      "energy_provider_id": 34,
      "effective_date": "2016-09-27",
      "rate_per_kwh": 0.2302,
      "duration_months": 15,
      "discount_rate": 0.05
    },
    {
      "id": 200,
      "energy_provider_id": 50,
      "effective_date": "2018-10-17",
      "rate_per_kwh": 0.3532,
      "duration_months": 16,
      "discount_rate": 0.1
    }
  ]
}
