mainheat_cases = [
    {'original_description': 'Air source heat pump , electric', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': True,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump fan coil units, electric', 'has_radiators': False,
     'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, Fan coil units, electric', 'has_radiators': False,
     'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, Systems with radiators, electric', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False}, {
        'original_description': 'Air source heat pump, Underfloor heating and radiators, pipes in insulated timber '
                                'floor, electric',
        'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
        'has_pipes_in_insulated_timber_floor': True, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
        'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
        'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
        'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
        'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
        'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
        'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
        'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
        'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
        "has_micro-cogeneration": False}, {
        'original_description': 'Air source heat pump, Underfloor heating and radiators, pipes in screed above '
                                'insulation, electric',
        'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': True,
        'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
        'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
        'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
        'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
        'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
        'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
        'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
        'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
        'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
        "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, Underfloor heating, pipes in concrete slab, electric',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': True, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, Underfloor heating, pipes in insulated timber floor, electric',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': True, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, Underfloor heating, pipes in screed above insulation, electric',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': True,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, fan coil units, electric', 'has_radiators': False,
     'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, radiators and underfloor, electric', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, radiators, electric', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, underfloor, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, underfloor, electric, Air source heat pump, radiators, electric',
     'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, warm air, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, warm air, electric, Electric storage heaters',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': True,
     'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, warm air, electric, Electric underfloor heating',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': True, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler & underfloor, electric', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler & underfloor, mains gas', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler & underfloor, mains gas, , electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
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     "has_micro-cogeneration": False},
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     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and radiators, mains gas, Boiler and radiators, wood pellets',
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     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
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     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and radiators, mains gas, Ground source heat pump, underfloor, electric',
     'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
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     'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False,
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
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     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
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     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
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     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
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     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and underfloor heating, mains gas', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
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     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and underfloor heating, mains gas, Air source heat pump, fan coil units, electric',
     'has_radiators': False, 'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and underfloor heating, mains gas, Boiler and radiators, mains gas',
     'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and underfloor heating, mains gas, Boiler and underfloor heating, mains gas',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and underfloor heating, mains gas, Electric underfloor heating',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler, mains gas', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Community scheme', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': True,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Community scheme, Air source heat pump, underfloor, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': True, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Community scheme, Community scheme', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': True,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Community scheme, Room heaters, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': True, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric ceiling heating', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': True, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric ceiling heating, Electric underfloor heating', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': True,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric ceiling heating, electric', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': True, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric ceiling heating, electric, Electric underfloor heating', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': True,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric storage heaters', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': True, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric storage heaters, Electric storage heaters', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': True,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric storage heaters, Room heaters, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': True,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric storage heaters, Room heaters, mains gas', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': True,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric storage heaters, radiators', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': True, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric underfloor heating', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric underfloor heating, Air source heat pump, warm air, electric',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': True, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric underfloor heating, Boiler and radiators, mains gas', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric underfloor heating, Electric ceiling heating', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': True,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Electric underfloor heating, Room heaters, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Ground source heat pump, Underfloor heating, pipes in screed above insulation, electric',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': True,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Ground source heat pump, radiators, electric', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Ground source heat pump, radiators, mains gas', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Ground source heat pump, underfloor, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Ground source heat pump, underfloor, mains gas', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Ground source heat pump, warm air, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'No system present: electric heaters assumed', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': True,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': True, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Portable electric heaters assumed for most rooms', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': True, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': True, 'has_electricaire': False,
     'has_assumed_for_most_rooms': True, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, anthracite', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': True,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, coal', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': True, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, coal, Room heaters, mains gas', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': True, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, dual fuel (mineral and wood)', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': True,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False, 'has_mineral_and_wood': True},
    {'original_description': 'Room heaters, electric', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, electric, Electric underfloor heating', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, electric, Room heaters, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, electric, Room heaters, mains gas', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, mains gas', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, mains gas, Room heaters, mains gas', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, oil', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': True, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, smokeless fuel', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': True, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, wood logs', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': True,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Warm air, Electricaire', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': True,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': True, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Warm air, Electricaire, Room heaters, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': True,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Warm air, mains gas', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': True,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Warm air, mains gas, Boiler and radiators, mains gas', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Water source heat pump, radiators, electric', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': True, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Water source heat pump, underfloor, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': True, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Water source heat pump, warm air, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': True, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {"original_description": "Micro-cogeneration, mains gas",
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": True,
     'has_air_source_heat_pump': False,
     'has_anthracite': False,
     'has_assumed': False,
     'has_assumed_for_most_rooms': False,
     'has_boiler': False,
     'has_coal': False,
     'has_community_scheme': False,
     'has_dual_fuel_mineral_and_wood': False,
     'has_electric': False,
     'has_electric_ceiling_heating': False,
     'has_electric_storage_heaters': False,
     'has_electric_underfloor_heating': False,
     'has_electricaire': False,
     'has_fan_coil_units': False,
     'has_ground_source_heat_pump': False,
     'has_lpg': False,
     'has_mains_gas': True,
     'has_no_system_present': False,
     'has_oil': False,
     'has_pipes_in_concrete_slab': False,
     'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_screed_above_insulation': False,
     'has_portable_electric_heaters': False,
     'has_radiators': False,
     'has_room_heaters': False,
     'has_smokeless_fuel': False,
     'has_underfloor_heating': False,
     'has_warm_air': False,
     'has_water_source_heat_pump': False,
     'has_wood_logs': False,
     'has_wood_pellets': False},
    {'original_description': 'Bwyler a rheiddiaduron, nwy prif gyflenwad', 'has_radiators': True,
     'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Solar assisted heat pump, underfloor, electric', 'has_radiators': False,
     'has_fan_coil_units': False,
     'has_solar_assisted_heat_pump': True,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'St+¦r wresogyddion trydan', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': True, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and radiators, oil', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': True, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Bwyler a rheiddiaduron, olew', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': True, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {"original_description": "Community heat pump, underfloor, Heat pump", 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pump': False,
     'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
     'has_community_heat_pump': True, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True},
    {'original_description': 'Bwyler a rheiddiaduron, trydan', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and underfloor heating, oil', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric_heat_pump': False, 'has_micro-cogeneration': False,
     'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False, 'has_community_heat_pump': False,
     'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False,
     'has_oil': True, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True},
    {'original_description': 'Bwyler a gwres dan y llawr, olew', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric_heat_pump': False, 'has_micro-cogeneration': False,
     'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False, 'has_community_heat_pump': False,
     'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False,
     'has_oil': True, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True},
    {'original_description': 'Bwyler a rheiddiaduron, LPG', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': True, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Gwresogyddion ystafell, trydan', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Air source heat pump, Underfloor heating, electric',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Pwmp gwres syGÇÖn tarddu yn yr awyr, dan y llawr, trydan',
     'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Cynllun cymunedol', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': True,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Bwyler a gwres dan y llawr, nwy prif gyflenwad', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': True, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and radiators, wood logs', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': True,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Bwyler a rheiddiaduron, logiau coed', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': True,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and radiators, smokeless fuel', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': True, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Bwyler a rheiddiaduron, tanwydd di-fwg', 'has_radiators': True,
     'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': True, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and radiators, B30K', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False, "has_b30k": True},
    {'original_description': 'Bwyler a rheiddiaduron, B30K', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False, "has_b30k": True},
    {'original_description': 'Dim system ar gael: rhagdybir bod gwresogyddion trydan', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': True,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': True, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Gwresogyddion ystafell, glo carreg', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': True, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Pwmp gwres syGÇÖn tarddu yn yr awyr, rheiddiaduron, trydan', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and radiators, coal', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': True, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Bwyler a rheiddiaduron, glo', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': True, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': ', underfloor, electric', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Gwresogyddion ystafell, nwy prif gyflenwad', 'has_radiators': False,
     'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': ', underfloor', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and radiators, dual fuel (mineral and wood)', 'has_radiators': True,
     'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': True, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False, "has_micro-cogeneration": False, "has_mineral_and_wood": True},
    {'original_description': 'Bwyler a rheiddiaduron, dau danwydd (mwynau a choed)', 'has_radiators': True,
     'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': True, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False, "has_micro-cogeneration": False, "has_mineral_and_wood": True
     },
    {'original_description': 'Pwmp gwres syGÇÖn tarddu yn y ddaear, dan y llawr, trydan', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Gwresogi dan y llawr trydan', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Room heaters, electric', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'St+¦r wresogyddion trydan, St+¦r wresogyddion trydan', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Pwmp gwres syGÇÖn tarddu yn y ddaear, rheiddiaduron, trydan', 'has_radiators': True,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Gwresogyddion ystafell, dau danwydd (mwynau a choed)', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': True,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False, "has_mineral_and_wood": True},
    {'original_description': 'Room heaters, wood pellets', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': True, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Gwresogyddion ystafell, pelenni coed', 'has_radiators': False,
     'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': True, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Gwresogyddion ystafell, glo', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': True, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and underfloor heating, LPG', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': True, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Bwyler a gwres dan y llawr, LPG', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': False,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': True, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Bwyler a gwres dan y llawr, trydan', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False,
     'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False,
     'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False,
     'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True, "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': ', radiators, electric', 'has_radiators': True, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': ', wood pellets', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': True, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Boiler and radiators, nwy prif gyflenwad, mains gas', 'has_radiators': True,
     'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False,
     'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False,
     'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False,
     'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False,
     'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False,
     'has_water_source_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False,
     'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False,
     "has_electric_heat_pumps": False,
     "has_micro-cogeneration": False},
    {'original_description': 'Portable electric heating assumed for most rooms', 'has_radiators': False,
     'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': True, 'has_water_source_heat_pump': False, 'has_electric_heat_pump': False,
     'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
     'has_community_heat_pump': False, 'has_electric': True,
     'has_mains_gas': False, 'has_wood_logs': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False,
     'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False,
     'has_b30k': False, 'has_assumed': True, 'has_electricaire': False, 'has_assumed_for_most_rooms': True,
     'has_underfloor_heating': False},
    {'original_description': 'Radiator heating, electric', 'has_radiators': False, 'has_fan_coil_units': False,
     'has_pipes_in_screed_above_insulation': False,
     'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
     'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
     'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
     'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
     'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pump': False,
     'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
     'has_community_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
     'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
     'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False,
     'has_assumed': False, 'has_electricaire': False, 'has_assumed_for_most_rooms': False,
     'has_underfloor_heating': False},
    {
        'original_description': 'Hot-Water-Only Systems, gas',
        'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
        'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
        'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
        'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
        'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': True,
        'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pump': False,
        'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
        'has_community_heat_pump': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False,
        'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
        'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False,
        'has_assumed': True, 'has_electricaire': False, 'has_assumed_for_most_rooms': False,
        'has_underfloor_heating': False
    },
    {
        "original_description": "heat pump, warm air, mains gas",  # This gets remapped to air source heat pump
        'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
        'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
        'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
        'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
        'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
        'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pump': False,
        'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
        'has_community_heat_pump': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False,
        'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
        'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False,
        'has_assumed': False, 'has_electricaire': False, 'has_assumed_for_most_rooms': False,
        'has_underfloor_heating': False
    },
    {
        "original_description": "Boiler and radiators, dual fuel (mineral and wood)",
        'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
        'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
        'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
        'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
        'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
        'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pump': False,
        'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
        'has_community_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
        'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
        'has_dual_fuel_mineral_and_wood': True, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False,
        'has_mineral_and_wood': True, 'has_assumed': False, 'has_electricaire': False,
        'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False
    },
    {
        "original_description": "Room heaters, dual fuel appliance",
        'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
        'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
        'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False,
        'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
        'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
        'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pump': False,
        'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
        'has_community_heat_pump': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False,
        'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
        'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False,
        'has_mineral_and_wood': False, 'has_dual_fuel_appliance': True, 'has_assumed': False, 'has_electricaire': False,
        'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False

    },
    {
        "original_description": "Hot-Water-Only Systems, electric",
        'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
        'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False,
        'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
        'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
        'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
        'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pump': False,
        'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
        'has_community_heat_pump': False, 'has_hot-water-only': True, 'has_electric': True, 'has_mains_gas': False,
        'has_wood_logs': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
        'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False,
        'has_mineral_and_wood': False, 'has_dual_fuel_appliance': False, 'has_assumed': False,
        'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False
    },
    {
        'original_description': 'Boiler and radiators, wood chips',
        'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False,
        'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True,
        'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False,
        'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False,
        'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False,
        'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pump': False,
        'has_micro-cogeneration': False, 'has_solar_assisted_heat_pump': False, 'has_exhaust_source_heat_pump': False,
        'has_community_heat_pump': False, 'has_hot-water-only': False, 'has_electric': False, 'has_mains_gas': False,
        'has_wood_logs': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False,
        'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_b30k': False,
        'has_mineral_and_wood': False, 'has_dual_fuel_appliance': False, 'has_wood_chips': True, 'has_assumed': False,
        'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False
    }

]
