testing_examples = [
    {
        "epc": {
            'lmk-key': '948324269042014090409224502942098', 'address1': '15, Ringwood Crescent', 'address2': None,
            'address3': None, 'postcode': 'TS19 9DN', 'building-reference-number': 1016769078,
            'current-energy-rating': 'C', 'potential-energy-rating': 'B', 'current-energy-efficiency': 79,
            'potential-energy-efficiency': 85, 'property-type': 'House', 'built-form': 'Semi-Detached',
            'inspection-date': '2014-08-21', 'local-authority': 'E06000004', 'constituency': 'E14000970',
            'county': None,
            'lodgement-date': '2014-09-04', 'transaction-type': 'none of the above', 'environment-impact-current': 77,
            'environment-impact-potential': 85, 'energy-consumption-current': 152,
            'energy-consumption-potential': 103.0, 'co2-emissions-current': 2.2, 'co2-emiss-curr-per-floor-area': 30,
            'co2-emissions-potential': 1.5, 'lighting-cost-current': 61.0, 'lighting-cost-potential': 47.0,
            'heating-cost-current': 625.0, 'heating-cost-potential': 522.0, 'hot-water-cost-current': 100.0,
            'hot-water-cost-potential': 71.0, 'total-floor-area': 74.0, 'energy-tariff': 'Single',
            'mains-gas-flag': 'Y', 'floor-level': 'NODATA!', 'flat-top-storey': None, 'flat-storey-count': None,
            'main-heating-controls': 2106.0, 'multi-glaze-proportion': 100.0,
            'glazed-type': 'double glazing installed before 2002', 'glazed-area': 'Normal', 'extension-count': 0.0,
            'number-habitable-rooms': 3.0, 'number-heated-rooms': 3.0, 'low-energy-lighting': 70.0,
            'number-open-fireplaces': 0.0, 'hotwater-description': 'From main system', 'hot-water-energy-eff': 'Good',
            'hot-water-env-eff': 'Good', 'floor-description': 'Solid, no insulation (assumed)',
            'floor-energy-eff': None,
            'floor-env-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average',
            'windows-env-eff': 'Average', 'walls-description': 'Cavity wall, filled cavity', 'walls-energy-eff': 'Good',
            'walls-env-eff': 'Good', 'secondheat-description': 'Room heaters, mains gas', 'sheating-energy-eff': None,
            'sheating-env-eff': None, 'roof-description': 'Pitched, 50 mm loft insulation', 'roof-energy-eff': 'Poor',
            'roof-env-eff': 'Poor', 'mainheat-description': 'Boiler and radiators, mains gas',
            'mainheat-energy-eff': 'Good', 'mainheat-env-eff': 'Good',
            'mainheatcont-description': 'Programmer, room thermostat and TRVs', 'mainheatc-energy-eff': 'Good',
            'mainheatc-env-eff': 'Good', 'lighting-description': 'Low energy lighting in 70% of fixed outlets',
            'lighting-energy-eff': 'Very Good', 'lighting-env-eff': 'Very Good',
            'main-fuel': 'mains gas (not community)', 'wind-turbine-count': 0.0, 'heat-loss-corridor': 'NO DATA!',
            'unheated-corridor-length': None, 'floor-height': 2.5, 'photo-supply': 50.0,
            'solar-water-heating-flag': None,
            'mechanical-ventilation': 'natural', 'address': '15, Ringwood Crescent',
            'local-authority-label': 'Stockton-on-Tees', 'constituency-label': 'Stockton North',
            'posttown': 'STOCKTON-ON-TEES', 'construction-age-band': 'England and Wales: 1950-1966',
            'lodgement-datetime': '2014-09-04 09:22:45', 'tenure': 'owner-occupied',
            'fixed-lighting-outlets-count': 10.0, 'low-energy-fixed-light-count': 7.0, 'uprn': 100110195416.0,
            'uprn-source': 'Address Matched'
        },
        "heating_measure_types": ["air_source_heat_pump", "time_temperature_zone_control"],
        "notes": "This property has a boiler, radiators & mains gas with good efficiency so the only recommendation"
                 "we expect here is for an air source heat pump. The heating controls are a programmer, room thermostat"
                 "and TRVs and so we should expect a TTZC recommendation"
    },
    {
        "epc": {
            'lmk-key': '153995620832008100717310934068296', 'address1': 'Apartment 13 The Quays',
            'address2': 'Burscough', 'address3': None, 'postcode': 'L40 5TW',
            'building-reference-number': 2604281568, 'current-energy-rating': 'C', 'potential-energy-rating': 'B',
            'current-energy-efficiency': 69, 'potential-energy-efficiency': 84, 'property-type': 'Flat',
            'built-form': 'Detached', 'inspection-date': '2008-10-06', 'local-authority': 'E07000127',
            'constituency': 'E14001033', 'county': 'Lancashire', 'lodgement-date': '2008-10-07',
            'transaction-type': 'marketed sale', 'environment-impact-current': 78,
            'environment-impact-potential': 78, 'energy-consumption-current': 195,
            'energy-consumption-potential': 192.0, 'co2-emissions-current': 1.7,
            'co2-emiss-curr-per-floor-area': 29, 'co2-emissions-potential': 1.7, 'lighting-cost-current': 35,
            'lighting-cost-potential': 38, 'heating-cost-current': 108, 'heating-cost-potential': 89,
            'hot-water-cost-current': 256, 'hot-water-cost-potential': 104, 'total-floor-area': 57.2,
            'energy-tariff': 'Single', 'mains-gas-flag': 'N', 'floor-level': '1st', 'flat-top-storey': 'Y',
            'flat-storey-count': 2.0, 'main-heating-controls': 2603.0, 'multi-glaze-proportion': 100.0,
            'glazed-type': 'double glazing installed during or after 2002', 'glazed-area': 'Normal',
            'extension-count': 0.0, 'number-habitable-rooms': 3.0, 'number-heated-rooms': 3.0,
            'low-energy-lighting': 77.0, 'number-open-fireplaces': 0.0,
            'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
            'hot-water-env-eff': 'Poor', 'floor-description': '(other premises below)', 'floor-energy-eff': None,
            'floor-env-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Good',
            'windows-env-eff': 'Good', 'walls-description': 'Cavity wall, as built, insulated (assumed)',
            'walls-energy-eff': 'Good', 'walls-env-eff': 'Good',
            'secondheat-description': 'Portable electric heaters', 'sheating-energy-eff': None,
            'sheating-env-eff': None, 'roof-description': '(another dwelling above)', 'roof-energy-eff': None,
            'roof-env-eff': None, 'mainheat-description': 'Room heaters, electric',
            'mainheat-energy-eff': 'Very Poor', 'mainheat-env-eff': 'Poor',
            'mainheatcont-description': 'Programmer and appliance thermostats', 'mainheatc-energy-eff': 'Good',
            'mainheatc-env-eff': 'Good', 'lighting-description': 'Low energy lighting in 77% of fixed outlets',
            'lighting-energy-eff': 'Very Good', 'lighting-env-eff': 'Very Good',
            'main-fuel': 'electricity - this is for backwards compatibility only and should not be used',
            'wind-turbine-count': 0.0, 'heat-loss-corridor': 'heated corridor', 'unheated-corridor-length': None,
            'floor-height': 2.3, 'photo-supply': 0.0, 'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': 'Apartment 13 The Quays, Burscough',
            'local-authority-label': 'West Lancashire', 'constituency-label': 'West Lancashire',
            'posttown': 'ORMSKIRK', 'construction-age-band': 'England and Wales: 2003-2006',
            'lodgement-datetime': '2008-10-07 17:31:09', 'tenure': 'owner-occupied',
            'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None, 'uprn': 10012342725.0,
            'uprn-source': 'Address Matched',
        },
        "heating_measure_types": [
            "high_heat_retention_storage_heaters",
        ],
        "notes": "This property has electric room heaters and is off gas so a boiler recommendation is not appropriate."
                 "We would expect a high heat retention storage recommendation. The property is a flat and therefore"
                 "we don't expect an air source heat pump recommendation. We also wouldn't expect a specific heating"
                 "control recommendation here"
    },
    {
        "epc": {
            'lmk-key': '751851300152012022010205497220090', 'address1': '21, Fullers Close', 'address2': 'Kelvedon',
            'address3': None, 'postcode': 'CO5 9JX', 'building-reference-number': 8075968, 'current-energy-rating': 'D',
            'potential-energy-rating': 'D', 'current-energy-efficiency': 55, 'potential-energy-efficiency': 56,
            'property-type': 'Bungalow', 'built-form': 'Detached', 'inspection-date': '2012-02-20',
            'local-authority': 'E07000067', 'constituency': 'E14001045', 'county': 'Essex',
            'lodgement-date': '2012-02-20',
            'transaction-type': 'non marketed sale', 'environment-impact-current': 39,
            'environment-impact-potential': 39,
            'energy-consumption-current': 475, 'energy-consumption-potential': 472.0, 'co2-emissions-current': 5.4,
            'co2-emiss-curr-per-floor-area': 84, 'co2-emissions-potential': 5.4, 'lighting-cost-current': 53.0,
            'lighting-cost-potential': 40.0, 'heating-cost-current': 674.0, 'heating-cost-potential': 678.0,
            'hot-water-cost-current': 110.0, 'hot-water-cost-potential': 110.0, 'total-floor-area': 64.45,
            'energy-tariff': 'dual', 'mains-gas-flag': 'N', 'floor-level': 'NODATA!', 'flat-top-storey': None,
            'flat-storey-count': None, 'main-heating-controls': '2402', 'multi-glaze-proportion': 100.0,
            'glazed-type': 'double glazing installed before 2002', 'glazed-area': 'Normal', 'extension-count': 0.0,
            'number-habitable-rooms': 3.0, 'number-heated-rooms': 3.0, 'low-energy-lighting': 67.0,
            'number-open-fireplaces': 0.0, 'hotwater-description': 'Electric immersion, off-peak',
            'hot-water-energy-eff': 'Average', 'hot-water-env-eff': 'Very Poor',
            'floor-description': 'Suspended, no insulation (assumed)', 'floor-energy-eff': None, 'floor-env-eff': None,
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Cavity wall, as built, insulated (assumed)', 'walls-energy-eff': 'Good',
            'walls-env-eff': 'Good', 'secondheat-description': 'Room heaters, electric', 'sheating-energy-eff': None,
            'sheating-env-eff': None, 'roof-description': 'Pitched, 300+ mm loft insulation',
            'roof-energy-eff': 'Very Good',
            'roof-env-eff': 'Very Good', 'mainheat-description': 'Electric storage heaters',
            'mainheat-energy-eff': 'Poor',
            'mainheat-env-eff': 'Very Poor', 'mainheatcont-description': 'Automatic charge control',
            'mainheatc-energy-eff': 'Average', 'mainheatc-env-eff': 'Average',
            'lighting-description': 'Low energy lighting in 67% of fixed outlets', 'lighting-energy-eff': 'Good',
            'lighting-env-eff': 'Good', 'main-fuel': 'electricity (not community)', 'wind-turbine-count': 0.0,
            'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None, 'floor-height': 2.38,
            'photo-supply': 0.0,
            'solar-water-heating-flag': None, 'mechanical-ventilation': 'natural',
            'address': '21, Fullers Close, Kelvedon',
            'local-authority-label': 'Braintree', 'constituency-label': 'Witham', 'posttown': 'COLCHESTER',
            'construction-age-band': 'England and Wales: 1983-1990', 'lodgement-datetime': '2012-02-20 10:20:54',
            'tenure': 'owner-occupied', 'fixed-lighting-outlets-count': 6.0, 'low-energy-fixed-light-count': 4.0,
            'uprn': 100090311351.0, 'uprn-source': 'Address Matched', 'property-type_y': None, 'built-form_y': None,
        },
        "heating_measure_types": ['high_heat_retention_storage_heaters', 'air_source_heat_pump'],
        "notes": "This test has electric storage heaters with automatic charge control - we recommend hhr storage"
                 "heaters in this case, but because there are already electic storage heaters in place, we "
                 "note, in the description of the recommendation, that this upgrade may be possible by retrofitting"
                 "the existing storage heaters, but that dependes on the model of the existing heaters"
    },
    {
        "epc": {
            'lmk-key': '1356416458532015082116515621278108', 'address1': '19a, St. Stephens Road', 'address2': None,
            'address3': None, 'postcode': 'TW3 2BH', 'building-reference-number': 5821158378,
            'current-energy-rating': 'E', 'potential-energy-rating': 'C', 'current-energy-efficiency': 54,
            'potential-energy-efficiency': 76, 'property-type': 'Maisonette', 'built-form': 'Semi-Detached',
            'inspection-date': '2015-08-21', 'local-authority': 'E09000018', 'constituency': 'E14000593',
            'county': 'Greater London Authority', 'lodgement-date': '2015-08-21', 'transaction-type': 'marketed sale',
            'environment-impact-current': 48, 'environment-impact-potential': 78, 'energy-consumption-current': 383,
            'energy-consumption-potential': 155, 'co2-emissions-current': 3.4, 'co2-emiss-curr-per-floor-area': 68,
            'co2-emissions-potential': 1.4, 'lighting-cost-current': 52, 'lighting-cost-potential': 34,
            'heating-cost-current': 560, 'heating-cost-potential': 255, 'hot-water-cost-current': 166,
            'hot-water-cost-potential': 102, 'total-floor-area': 51.0, 'energy-tariff': 'Single', 'mains-gas-flag': 'Y',
            'floor-level': '1st', 'flat-top-storey': 'Y', 'flat-storey-count': None, 'main-heating-controls': '2104',
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing, unknown install date',
            'glazed-area': 'Normal', 'extension-count': 0.0, 'number-habitable-rooms': 3.0, 'number-heated-rooms': 3.0,
            'low-energy-lighting': 50.0, 'number-open-fireplaces': 0.0, 'hotwater-description': 'From main system',
            'hot-water-energy-eff': 'Average', 'hot-water-env-eff': 'Average',
            'floor-description': '(another dwelling below)', 'floor-energy-eff': 'NO DATA!', 'floor-env-eff': None,
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Solid brick, as built, no insulation (assumed)', 'walls-energy-eff': 'Very Poor',
            'walls-env-eff': 'Very Poor', 'secondheat-description': 'Room heaters, mains gas',
            'sheating-energy-eff': None, 'sheating-env-eff': None,
            'roof-description': 'Pitched, 100 mm loft insulation',
            'roof-energy-eff': 'Average', 'roof-env-eff': 'Average',
            'mainheat-description': 'Boiler and radiators, mains gas', 'mainheat-energy-eff': 'Good',
            'mainheat-env-eff': 'Good', 'mainheatcont-description': 'Programmer and room thermostat',
            'mainheatc-energy-eff': 'Average', 'mainheatc-env-eff': 'Average',
            'lighting-description': 'Low energy lighting in 50% of fixed outlets', 'lighting-energy-eff': 'Good',
            'lighting-env-eff': 'Good', 'main-fuel': 'mains gas (not community)', 'wind-turbine-count': 0.0,
            'heat-loss-corridor': 'no corridor', 'unheated-corridor-length': None, 'floor-height': 2.5,
            'photo-supply': None, 'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural',
            'address': '19a, St. Stephens Road', 'local-authority-label': 'Hounslow',
            'constituency-label': 'Brentford and Isleworth', 'posttown': 'HOUNSLOW',
            'construction-age-band': 'England and Wales: 1930-1949', 'lodgement-datetime': '2015-08-21 16:51:56',
            'tenure': 'owner-occupied', 'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None,
            'uprn': 100021560521.0, 'uprn-source': 'Address Matched',
        },
        "heating_measure_types": [
            'roomstat_programmer_trvs',
            'time_temperature_zone_control',
        ],
        "notes": "The heating controls are programmer and thermostat, so we can also recommend"
                 "better heating controls"
    },
    {
        "epc": {
            'lmk-key': '1164410099442014062611405027442168', 'address1': '31, Brightside Road', 'address2': None,
            'address3': None, 'postcode': 'SE13 6EP', 'building-reference-number': 5481394278,
            'current-energy-rating': 'E', 'potential-energy-rating': 'C', 'current-energy-efficiency': 48,
            'potential-energy-efficiency': 79, 'property-type': 'House', 'built-form': 'Mid-Terrace',
            'inspection-date': '2014-06-26', 'local-authority': 'E09000023', 'constituency': 'E14000789',
            'county': 'Greater London Authority', 'lodgement-date': '2014-06-26',
            'transaction-type': 'assessment for green deal', 'environment-impact-current': 44,
            'environment-impact-potential': 77, 'energy-consumption-current': 334,
            'energy-consumption-potential': 121.0, 'co2-emissions-current': 5.1, 'co2-emiss-curr-per-floor-area': 64,
            'co2-emissions-potential': 1.9, 'lighting-cost-current': 70.0, 'lighting-cost-potential': 49.0,
            'heating-cost-current': 964.0, 'heating-cost-potential': 571.0, 'hot-water-cost-current': 107.0,
            'hot-water-cost-potential': 72.0, 'total-floor-area': 80.0, 'energy-tariff': 'Single',
            'mains-gas-flag': 'Y', 'floor-level': 'NODATA!', 'flat-top-storey': None, 'flat-storey-count': None,
            'main-heating-controls': '2102', 'multi-glaze-proportion': 100.0,
            'glazed-type': 'double glazing installed before 2002', 'glazed-area': 'Normal', 'extension-count': 1.0,
            'number-habitable-rooms': 3.0, 'number-heated-rooms': 3.0, 'low-energy-lighting': 56.0,
            'number-open-fireplaces': 0.0, 'hotwater-description': 'From main system', 'hot-water-energy-eff': 'Good',
            'hot-water-env-eff': 'Good', 'floor-description': 'Suspended, no insulation (assumed)',
            'floor-energy-eff': None, 'floor-env-eff': None, 'windows-description': 'Fully double glazed',
            'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Solid brick, as built, no insulation (assumed)', 'walls-energy-eff': 'Very Poor',
            'walls-env-eff': 'Very Poor', 'secondheat-description': 'Room heaters, mains gas',
            'sheating-energy-eff': None, 'sheating-env-eff': None,
            'roof-description': 'Pitched, no insulation (assumed)',
            'roof-energy-eff': 'Very Poor', 'roof-env-eff': 'Very Poor',
            'mainheat-description': 'Boiler and radiators, mains gas', 'mainheat-energy-eff': 'Good',
            'mainheat-env-eff': 'Good', 'mainheatcont-description': 'Programmer, no room thermostat',
            'mainheatc-energy-eff': 'Very Poor', 'mainheatc-env-eff': 'Very Poor',
            'lighting-description': 'Low energy lighting in 56% of fixed outlets', 'lighting-energy-eff': 'Good',
            'lighting-env-eff': 'Good', 'main-fuel': 'mains gas (not community)', 'wind-turbine-count': 0.0,
            'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None, 'floor-height': 2.5,
            'photo-supply': 0.0,
            'solar-water-heating-flag': None, 'mechanical-ventilation': 'natural', 'address': '31, Brightside Road',
            'local-authority-label': 'Lewisham', 'constituency-label': 'Lewisham, Deptford', 'posttown': 'LONDON',
            'construction-age-band': 'England and Wales: before 1900', 'lodgement-datetime': '2014-06-26 11:40:50',
            'tenure': 'owner-occupied', 'fixed-lighting-outlets-count': 9.0, 'low-energy-fixed-light-count': 5.0,
            'uprn': 100021936225, 'uprn-source': 'Address Matched',
        },
        "heating_measure_types": [
            "air_source_heat_pump",
            'roomstat_programmer_trvs',
            'time_temperature_zone_control'
        ],
        "notes": "Because this property already has a boiler, we don't recommend HHR. "
                 "Because the heating controls are Programmer, no room thermostat, "
                 "we have a programmer, room thermostat and trvs recommendation"
                 "for heating controls and for TTZC."
    },
    {
        "epc": {
            'lmk-key': '1139584119102014052116014126342698', 'address1': '13, Starbuck Street', 'address2': 'Rudry',
            'address3': None, 'postcode': 'CF83 3DP', 'building-reference-number': 2187913278,
            'current-energy-rating': 'E', 'potential-energy-rating': 'D', 'current-energy-efficiency': 44,
            'potential-energy-efficiency': 61, 'property-type': 'Flat', 'built-form': 'Semi-Detached',
            'inspection-date': '2014-05-21', 'local-authority': 'W06000018', 'constituency': 'W07000076',
            'county': None,
            'lodgement-date': '2014-05-21', 'transaction-type': 'rental (private)', 'environment-impact-current': 49,
            'environment-impact-potential': 64, 'energy-consumption-current': 343,
            'energy-consumption-potential': 240.0, 'co2-emissions-current': 4.0, 'co2-emiss-curr-per-floor-area': 61,
            'co2-emissions-potential': 2.8, 'lighting-cost-current': 49.0, 'lighting-cost-potential': 49.0,
            'heating-cost-current': 752.0, 'heating-cost-potential': 429.0, 'hot-water-cost-current': 281.0,
            'hot-water-cost-potential': 281.0, 'total-floor-area': 66.0, 'energy-tariff': 'Single',
            'mains-gas-flag': 'N', 'floor-level': '1st', 'flat-top-storey': 'Y', 'flat-storey-count': None,
            'main-heating-controls': 2602.0, 'multi-glaze-proportion': 100.0,
            'glazed-type': 'double glazing installed during or after 2002', 'glazed-area': 'Normal',
            'extension-count': 0.0, 'number-habitable-rooms': 4.0, 'number-heated-rooms': 4.0,
            'low-energy-lighting': 86.0, 'number-open-fireplaces': 0.0,
            'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
            'hot-water-env-eff': 'Very Poor', 'floor-description': '(other premises below)', 'floor-energy-eff': None,
            'floor-env-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Good',
            'windows-env-eff': 'Good', 'walls-description': 'Cavity wall, as built, no insulation (assumed)',
            'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'secondheat-description': 'None',
            'sheating-energy-eff': None, 'sheating-env-eff': None,
            'roof-description': 'Pitched, 200 mm loft insulation',
            'roof-energy-eff': 'Good', 'roof-env-eff': 'Good', 'mainheat-description': 'Room heaters, electric',
            'mainheat-energy-eff': 'Very Poor', 'mainheat-env-eff': 'Very Poor',
            'mainheatcont-description': 'Appliance thermostats', 'mainheatc-energy-eff': 'Good',
            'mainheatc-env-eff': 'Good', 'lighting-description': 'Low energy lighting in 86% of fixed outlets',
            'lighting-energy-eff': 'Very Good', 'lighting-env-eff': 'Very Good',
            'main-fuel': 'electricity (not community)', 'wind-turbine-count': 0.0, 'heat-loss-corridor': 'no corridor',
            'unheated-corridor-length': None, 'floor-height': 2.5, 'photo-supply': 0.0,
            'solar-water-heating-flag': None,
            'mechanical-ventilation': 'natural', 'address': '13, Starbuck Street, Rudry',
            'local-authority-label': 'Caerphilly', 'constituency-label': 'Caerphilly', 'posttown': 'CAERPHILLY',
            'construction-age-band': 'England and Wales: 1950-1966', 'lodgement-datetime': '2014-05-21 16:01:41',
            'tenure': 'rental (private)', 'fixed-lighting-outlets-count': 7.0, 'low-energy-fixed-light-count': 6.0,
            'uprn': 43088770.0, 'uprn-source': 'Address Matched',
        },
        "heating_measure_types": [
            'high_heat_retention_storage_heaters',
        ],
        "notes": "This property is a flat so we don't have an ASHP recommendation. It also doesn't have access to the "
                 "mains and so it can't have a gas boiler. We don't expect any controls recommendations"
    },
    {
        "epc": {
            'lmk-key': '492646189022010060208143796198410', 'address1': '67, Ridgeway Road', 'address2': None,
            'address3': None, 'postcode': 'HP5 2EW', 'building-reference-number': 1976846768,
            'current-energy-rating': 'D', 'potential-energy-rating': 'D', 'current-energy-efficiency': 64,
            'potential-energy-efficiency': 68, 'property-type': 'Bungalow', 'built-form': 'Detached',
            'inspection-date': '2010-06-01', 'local-authority': 'E07000005', 'constituency': 'E14000631',
            'county': 'Buckinghamshire', 'lodgement-date': '2010-06-02', 'transaction-type': 'marketed sale',
            'environment-impact-current': 67, 'environment-impact-potential': 70, 'energy-consumption-current': 249,
            'energy-consumption-potential': 231.0, 'co2-emissions-current': 3.5, 'co2-emiss-curr-per-floor-area': 35,
            'co2-emissions-potential': 3.2, 'lighting-cost-current': 89.0, 'lighting-cost-potential': 51.0,
            'heating-cost-current': 627.0, 'heating-cost-potential': 603.0, 'hot-water-cost-current': 105.0,
            'hot-water-cost-potential': 105.0, 'total-floor-area': 76.0, 'energy-tariff': 'Single',
            'mains-gas-flag': 'Y', 'floor-level': 'NO DATA!', 'flat-top-storey': None, 'flat-storey-count': None,
            'main-heating-controls': 2104.0, 'multi-glaze-proportion': 100.0,
            'glazed-type': 'double glazing installed during or after 2002', 'glazed-area': 'Normal',
            'extension-count': 0.0, 'number-habitable-rooms': 7.0, 'number-heated-rooms': 7.0,
            'low-energy-lighting': 25.0, 'number-open-fireplaces': 1.0, 'hotwater-description': 'From main system',
            'hot-water-energy-eff': 'Very Good', 'hot-water-env-eff': 'Very Good',
            'floor-description': 'Suspended, no insulation (assumed)', 'floor-energy-eff': None, 'floor-env-eff': None,
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Good', 'windows-env-eff': 'Good',
            'walls-description': 'Cavity wall, filled cavity', 'walls-energy-eff': 'Good', 'walls-env-eff': 'Good',
            'secondheat-description': 'Room heaters, wood logs', 'sheating-energy-eff': None, 'sheating-env-eff': None,
            'roof-description': 'Pitched, 150 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'Boiler and radiators, mains gas', 'mainheat-energy-eff': 'Very Good',
            'mainheat-env-eff': 'Very Good', 'mainheatcont-description': 'Programmer and room thermostat',
            'mainheatc-energy-eff': 'Average', 'mainheatc-env-eff': 'Average',
            'lighting-description': 'Low energy lighting in 25% of fixed outlets', 'lighting-energy-eff': 'Average',
            'lighting-env-eff': 'Average',
            'main-fuel': 'mains gas - this is for backwards compatibility only and should not be used',
            'wind-turbine-count': 0.0, 'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None,
            'floor-height': 2.4, 'photo-supply': 0.0, 'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': '67, Ridgeway Road', 'local-authority-label': 'Chiltern',
            'constituency-label': 'Chesham and Amersham', 'posttown': 'CHESHAM',
            'construction-age-band': 'England and Wales: 1930-1949', 'lodgement-datetime': '2010-06-02 08:14:37',
            'tenure': 'owner-occupied', 'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None,
            'uprn': 100080513604.0, 'uprn-source': 'Address Matched'
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'roomstat_programmer_trvs',
            'time_temperature_zone_control',
        ],
        "notes": "This has a very efficient boiler and is a detached bungalow, but only has "
                 "Programmer and room thermostat for heating controls so we'd expect an ASHP heating recommendation"
                 "as the only option, and heating controls recommendations for programmer, room thermostats and trvs"
                 "as well as ttzc"
    },
    {
        "epc": {
            'lmk-key': '977006769242013072314202915172178', 'address1': '40, Elswick Road', 'address2': None,
            'address3': None, 'postcode': 'B44 0JQ', 'building-reference-number': 7277661178,
            'current-energy-rating': 'G', 'potential-energy-rating': 'B', 'current-energy-efficiency': 18,
            'potential-energy-efficiency': 88, 'property-type': 'House', 'built-form': 'Mid-Terrace',
            'inspection-date': '2013-07-23', 'local-authority': 'E08000025', 'constituency': 'E14000561',
            'county': None,
            'lodgement-date': '2013-07-23', 'transaction-type': 'none of the above', 'environment-impact-current': 31,
            'environment-impact-potential': 90, 'energy-consumption-current': 536, 'energy-consumption-potential': 59,
            'co2-emissions-current': 7.0, 'co2-emiss-curr-per-floor-area': 96, 'co2-emissions-potential': 0.9,
            'lighting-cost-current': 48, 'lighting-cost-potential': 48, 'heating-cost-current': 1395,
            'heating-cost-potential': 353, 'hot-water-cost-current': 457, 'hot-water-cost-potential': 69,
            'total-floor-area': 73.0, 'energy-tariff': 'Unknown', 'mains-gas-flag': 'Y', 'floor-level': 'NODATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2601.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing, unknown install date',
            'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 4, 'number-heated-rooms': 1,
            'low-energy-lighting': 90, 'number-open-fireplaces': 1,
            'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
            'hot-water-env-eff': 'Very Poor', 'floor-description': 'Solid, no insulation (assumed)',
            'floor-energy-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average',
            'windows-env-eff': 'Average', 'walls-description': 'Solid brick, as built, no insulation (assumed)',
            'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor',
            'secondheat-description': 'Room heaters, mains gas', 'roof-description': 'Pitched, 75 mm loft insulation',
            'roof-energy-eff': 'Average', 'roof-env-eff': 'Average',
            'mainheat-description': 'Portable electric heaters assumed for most rooms',
            'mainheat-energy-eff': 'Very Poor', 'mainheat-env-eff': 'Very Poor',
            'mainheatcont-description': 'No thermostatic control of room temperature', 'mainheatc-energy-eff': 'Poor',
            'mainheatc-env-eff': 'Poor', 'lighting-description': 'Low energy lighting in 90% of fixed outlets',
            'lighting-energy-eff': 'Very Good', 'lighting-env-eff': 'Very Good',
            'main-fuel': 'mains gas (not community)', 'wind-turbine-count': 0, 'heat-loss-corridor': 'NO DATA!',
            'unheated-corridor-length': None, 'floor-height': 2.5, 'photo-supply': 0.0,
            'solar-water-heating-flag': None,
            'mechanical-ventilation': 'natural', 'address': '40, Elswick Road', 'local-authority-label': 'Birmingham',
            'constituency-label': 'Birmingham, Erdington', 'posttown': 'BIRMINGHAM',
            'construction-age-band': 'England and Wales: 1930-1949',
            'lodgement-datetime': '2013-07-23 14:20:29', 'tenure': 'owner-occupied',
            'fixed-lighting-outlets-count': 10.0, 'low-energy-fixed-light-count': 9.0, 'uprn': 100070358594,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            "air_source_heat_pump",
            'boiler_upgrade',
            'high_heat_retention_storage_heaters',
            'boiler_upgrade'
        ],
        "notes": "This property has assumed electric heating and is mid-terrace house. It has a mains gas connection."
                 "We can recommend a boiler upgrade, high heat retention storage heaters, and an ASHP"
    },
    {
        "epc": {
            'lmk-key': '1162853989402014062718391220442948', 'address1': '145, Darley Green Road', 'address2': 'Knowle',
            'address3': None, 'postcode': 'B93 8PU', 'building-reference-number': 4475684278,
            'current-energy-rating': 'F', 'potential-energy-rating': 'D', 'current-energy-efficiency': 23,
            'potential-energy-efficiency': 58, 'property-type': 'House', 'built-form': 'Semi-Detached',
            'inspection-date': '2014-06-24', 'local-authority': 'E08000029', 'constituency': 'E14000812',
            'county': None,
            'lodgement-date': '2014-06-27', 'transaction-type': 'none of the above', 'environment-impact-current': 17,
            'environment-impact-potential': 45, 'energy-consumption-current': 382, 'energy-consumption-potential': 194,
            'co2-emissions-current': 27.0, 'co2-emiss-curr-per-floor-area': 94, 'co2-emissions-potential': 14.0,
            'lighting-cost-current': 175, 'lighting-cost-potential': 106, 'heating-cost-current': 5477,
            'heating-cost-potential': 3001, 'hot-water-cost-current': 267, 'hot-water-cost-potential': 120,
            'total-floor-area': 293.0, 'energy-tariff': 'Single', 'mains-gas-flag': 'N', 'floor-level': 'NODATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2106.0,
            'multi-glaze-proportion': 0.0, 'glazed-type': 'not defined', 'glazed-area': 'Normal', 'extension-count': 2,
            'number-habitable-rooms': 12, 'number-heated-rooms': 12, 'low-energy-lighting': 31,
            'number-open-fireplaces': 2, 'hotwater-description': 'From main system', 'hot-water-energy-eff': 'Average',
            'hot-water-env-eff': 'Poor', 'floor-description': 'Suspended, no insulation (assumed)',
            'floor-energy-eff': None, 'windows-description': 'Single glazed', 'windows-energy-eff': 'Very Poor',
            'windows-env-eff': 'Very Poor', 'walls-description': 'Solid brick, as built, no insulation (assumed)',
            'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor',
            'secondheat-description': 'Room heaters, dual fuel (mineral and wood)',
            'roof-description': 'Pitched, no insulation (assumed)', 'roof-energy-eff': 'Very Poor',
            'roof-env-eff': 'Very Poor', 'mainheat-description': 'Boiler and radiators, oil',
            'mainheat-energy-eff': 'Average', 'mainheat-env-eff': 'Average',
            'mainheatcont-description': 'Programmer, room thermostat and TRVs', 'mainheatc-energy-eff': 'Good',
            'mainheatc-env-eff': 'Good', 'lighting-description': 'Low energy lighting in 31% of fixed outlets',
            'lighting-energy-eff': 'Average', 'lighting-env-eff': 'Average', 'main-fuel': 'oil (not community)',
            'wind-turbine-count': 0, 'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None,
            'floor-height': 2.5, 'photo-supply': 0.0, 'solar-water-heating-flag': None,
            'mechanical-ventilation': 'natural', 'address': '145, Darley Green Road, Knowle',
            'local-authority-label': 'Solihull', 'constituency-label': 'Meriden', 'posttown': 'SOLIHULL',
            'construction-age-band': 'England and Wales: before 1900',
            'lodgement-datetime': '2014-06-27 18:39:12', 'tenure': 'owner-occupied',
            'fixed-lighting-outlets-count': 42.0, 'low-energy-fixed-light-count': 13.0, 'uprn': 100070985545,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'high_heat_retention_storage_heaters',
        ],
        "notes": "This property has an oil boiler and doesn't have a mains gas connection so we can only recommend"
                 "an air source heat pump and HHR (since if the home has a non-gas boiler, we recommend HHR)"
    },
    {
        "epc": {
            'lmk-key': '351990902052009082517013406210567', 'address1': '56, Collingham Road', 'address2': None,
            'address3': None, 'postcode': 'LE3 2BA', 'building-reference-number': 5783266668,
            'current-energy-rating': 'F', 'potential-energy-rating': 'F', 'current-energy-efficiency': 28,
            'potential-energy-efficiency': 33, 'property-type': 'House', 'built-form': 'Semi-Detached',
            'inspection-date': '2009-08-25', 'local-authority': 'E06000016', 'constituency': 'E14000784',
            'county': None,
            'lodgement-date': '2009-08-25', 'transaction-type': 'marketed sale', 'environment-impact-current': 31,
            'environment-impact-potential': 33, 'energy-consumption-current': 579, 'energy-consumption-potential': 549,
            'co2-emissions-current': 7.4, 'co2-emiss-curr-per-floor-area': 95, 'co2-emissions-potential': 7.1,
            'lighting-cost-current': 78, 'lighting-cost-potential': 39, 'heating-cost-current': 985,
            'heating-cost-potential': 1015, 'hot-water-cost-current': 381, 'hot-water-cost-potential': 281,
            'total-floor-area': 87.8, 'energy-tariff': 'Single', 'mains-gas-flag': 'Y', 'floor-level': 'NO DATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2601.0,
            'multi-glaze-proportion': 35.0, 'glazed-type': 'double glazing installed before 2002',
            'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 5, 'number-heated-rooms': 2,
            'low-energy-lighting': 0, 'number-open-fireplaces': 0,
            'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
            'hot-water-env-eff': 'Poor', 'floor-description': 'Suspended, no insulation (assumed)',
            'floor-energy-eff': None, 'windows-description': 'Partial double glazing', 'windows-energy-eff': 'Poor',
            'windows-env-eff': 'Poor', 'walls-description': 'Solid brick, as built, no insulation (assumed)',
            'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor',
            'secondheat-description': 'Room heaters, mains gas', 'roof-description': 'Pitched, no insulation (assumed)',
            'roof-energy-eff': 'Very Poor', 'roof-env-eff': 'Very Poor',
            'mainheat-description': 'Room heaters, mains gas', 'mainheat-energy-eff': 'Average',
            'mainheat-env-eff': 'Average', 'mainheatcont-description': 'No thermostatic control of room temperature',
            'mainheatc-energy-eff': 'Poor', 'mainheatc-env-eff': 'Poor',
            'lighting-description': 'No low energy lighting', 'lighting-energy-eff': 'Very Poor',
            'lighting-env-eff': 'Very Poor',
            'main-fuel': 'mains gas - this is for backwards compatibility only and should not be used',
            'wind-turbine-count': 0, 'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None,
            'floor-height': 2.48, 'photo-supply': 0.0, 'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': '56, Collingham Road', 'local-authority-label': 'Leicester',
            'constituency-label': 'Leicester West', 'posttown': 'LEICESTER',
            'construction-age-band': 'England and Wales: 1930-1949',
            'lodgement-datetime': '2009-08-25 17:01:34', 'tenure': 'owner-occupied',
            'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None, 'uprn': 2465031849,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'boiler_upgrade',
            'high_heat_retention_storage_heaters',
            'air_source_heat_pump',
            'boiler_upgrade'  # TTZs
        ],
        "notes": "This property has room heaters, from the mains gas supply. We recommend a boiler upgrade as"
                 "well as an air source heat pump and HHR (since the home has a room heater set up)"
    },
    {
        "epc": {
            'lmk-key': 'f9997a382dca2a1b5dc916a21cf1a28327fc6ffe32fa4c5eeb7a859fe73cabf4',
            'address1': '39 Parkes Street', 'address2': None, 'address3': None, 'postcode': 'WV13 2LR',
            'building-reference-number': 10005271458, 'current-energy-rating': 'G', 'potential-energy-rating': 'B',
            'current-energy-efficiency': 17, 'potential-energy-efficiency': 89, 'property-type': 'House',
            'built-form': 'Mid-Terrace', 'inspection-date': '2023-11-10', 'local-authority': 'E08000030',
            'constituency': 'E14001011', 'county': None, 'lodgement-date': '2023-11-10', 'transaction-type': 'rental',
            'environment-impact-current': 29, 'environment-impact-potential': 88, 'energy-consumption-current': 582,
            'energy-consumption-potential': 71, 'co2-emissions-current': 7.4, 'co2-emiss-curr-per-floor-area': 98,
            'co2-emissions-potential': 1.0, 'lighting-cost-current': 193, 'lighting-cost-potential': 121,
            'heating-cost-current': 3789, 'heating-cost-potential': 774, 'hot-water-cost-current': 1241,
            'hot-water-cost-potential': 165, 'total-floor-area': 75.0, 'energy-tariff': 'Single', 'mains-gas-flag': 'Y',
            'floor-level': None, 'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': None,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing, unknown install date',
            'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 5, 'number-heated-rooms': 0,
            'low-energy-lighting': 40, 'number-open-fireplaces': 0,
            'hotwater-description': 'No system present: electric immersion assumed',
            'hot-water-energy-eff': 'Very Poor', 'hot-water-env-eff': 'Poor',
            'floor-description': 'Suspended, no insulation (assumed)', 'floor-energy-eff': None,
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Solid brick, as built, no insulation (assumed)', 'walls-energy-eff': 'Very Poor',
            'walls-env-eff': 'Very Poor', 'secondheat-description': 'None',
            'roof-description': 'Pitched, 200 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'No system present: electric heaters assumed', 'mainheat-energy-eff': 'Very Poor',
            'mainheat-env-eff': 'Poor', 'mainheatcont-description': 'None', 'mainheatc-energy-eff': 'Very Poor',
            'mainheatc-env-eff': 'Very Poor', 'lighting-description': 'Low energy lighting in 40% of fixed outlets',
            'lighting-energy-eff': 'Average', 'lighting-env-eff': 'Average',
            'main-fuel': 'To be used only when there is no heating/hot-water system or data is from a community '
                         'network',
            'wind-turbine-count': 0, 'heat-loss-corridor': None, 'unheated-corridor-length': None, 'floor-height': 2.5,
            'photo-supply': 0.0, 'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural',
            'address': '39 Parkes Street', 'local-authority-label': 'Walsall', 'constituency-label': 'Walsall North',
            'posttown': 'WILLENHALL', 'construction-age-band': 'England and Wales: 1900-1929',
            'lodgement-datetime': '2023-11-10 18:06:18', 'tenure': 'Rented (social)',
            'fixed-lighting-outlets-count': 10.0, 'low-energy-fixed-light-count': None, 'uprn': 100071113763,
            'uprn-source': 'Energy Assessor', 'sheating-energy-eff': None, 'sheating-env-eff': None

        },
        "heating_measure_types": [
            "air_source_heat_pump",
            'boiler_upgrade',
            'boiler_upgrade',
        ],
        "notes": "This property has assumed electric heaters. Boiler upgrade, ASHP are recommended. We don't recommend"
                 "HHRSH since there is potential community heating"
    },
    {
        "epc": {
            'lmk-key': 'dca62e7f9e21ac21d9c8af1029102cbe47c0509b8e6fc302cd7df079f8fc3a53',
            'address1': '58 Telford Road', 'address2': None, 'address3': None, 'postcode': 'WS2 7LD',
            'building-reference-number': 10003473159, 'current-energy-rating': 'F', 'potential-energy-rating': 'C',
            'current-energy-efficiency': 37, 'potential-energy-efficiency': 77, 'property-type': 'House',
            'built-form': 'Mid-Terrace', 'inspection-date': '2022-10-26', 'local-authority': 'E08000030',
            'constituency': 'E14001011', 'county': None, 'lodgement-date': '2022-10-26',
            'transaction-type': 'marketed sale', 'environment-impact-current': 47, 'environment-impact-potential': 80,
            'energy-consumption-current': 380, 'energy-consumption-potential': 130, 'co2-emissions-current': 4.5,
            'co2-emiss-curr-per-floor-area': 65, 'co2-emissions-potential': 1.6, 'lighting-cost-current': 101,
            'lighting-cost-potential': 63, 'heating-cost-current': 1267, 'heating-cost-potential': 733,
            'hot-water-cost-current': 386, 'hot-water-cost-potential': 67, 'total-floor-area': 69.0,
            'energy-tariff': 'Single', 'mains-gas-flag': 'Y', 'floor-level': None, 'flat-top-storey': None,
            'flat-storey-count': None, 'main-heating-controls': None, 'multi-glaze-proportion': 90.0,
            'glazed-type': 'double glazing, unknown install date', 'glazed-area': 'Normal', 'extension-count': 0,
            'number-habitable-rooms': 4, 'number-heated-rooms': 1, 'low-energy-lighting': 40,
            'number-open-fireplaces': 0, 'hotwater-description': 'Electric immersion, standard tariff',
            'hot-water-energy-eff': 'Very Poor', 'hot-water-env-eff': 'Poor',
            'floor-description': 'Solid, no insulation (assumed)', 'floor-energy-eff': None,
            'windows-description': 'Mostly double glazing', 'windows-energy-eff': 'Average',
            'windows-env-eff': 'Average', 'walls-description': 'Cavity wall, filled cavity',
            'walls-energy-eff': 'Average', 'walls-env-eff': 'Average',
            'secondheat-description': 'Room heaters, mains gas', 'roof-description': 'Pitched, 100 mm loft insulation',
            'roof-energy-eff': 'Average', 'roof-env-eff': 'Average',
            'mainheat-description': 'Portable electric heaters assumed for most rooms, Room heaters, electric',
            'mainheat-energy-eff': 'Very Poor', 'mainheat-env-eff': 'Poor',
            'mainheatcont-description': 'No thermostatic control of room temperature', 'mainheatc-energy-eff': 'Poor',
            'mainheatc-env-eff': 'Poor', 'lighting-description': 'Low energy lighting in 40% of fixed outlets',
            'lighting-energy-eff': 'Average', 'lighting-env-eff': 'Average', 'main-fuel': 'mains gas (not community)',
            'wind-turbine-count': 0, 'heat-loss-corridor': None, 'unheated-corridor-length': None, 'floor-height': 2.46,
            'photo-supply': 0.0, 'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural',
            'address': '58 Telford Road', 'local-authority-label': 'Walsall', 'constituency-label': 'Walsall North',
            'posttown': 'WALSALL', 'construction-age-band': 'England and Wales: 1950-1966',
            'lodgement-datetime': '2022-10-26 13:46:05', 'tenure': 'Owner-occupied',
            'fixed-lighting-outlets-count': 10.0, 'low-energy-fixed-light-count': None, 'uprn': 100071089116,
            'uprn-source': 'Energy Assessor', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            "air_source_heat_pump",
            'boiler_upgrade',
            'high_heat_retention_storage_heaters',
            'boiler_upgrade'
        ],
        "notes": "This has a form of assumed electric heating and has a mains connection so we recommend HHR, boiler"
                 "upgrade and ASHP"
    },
    {
        "epc": {
            'lmk-key': '594183609042011021816283787499688', 'address1': '96, Richmond Road', 'address2': None,
            'address3': None, 'postcode': 'DE23 8PX', 'building-reference-number': 54104868,
            'current-energy-rating': 'F', 'potential-energy-rating': 'F', 'current-energy-efficiency': 30,
            'potential-energy-efficiency': 31, 'property-type': 'House', 'built-form': 'Mid-Terrace',
            'inspection-date': '2011-02-18', 'local-authority': 'E06000015', 'constituency': 'E14000663',
            'county': None,
            'lodgement-date': '2011-02-18', 'transaction-type': 'rental (social)', 'environment-impact-current': 25,
            'environment-impact-potential': 26, 'energy-consumption-current': 709, 'energy-consumption-potential': 693,
            'co2-emissions-current': 8.7, 'co2-emiss-curr-per-floor-area': 107, 'co2-emissions-potential': 8.5,
            'lighting-cost-current': 56, 'lighting-cost-potential': 56, 'heating-cost-current': 1118,
            'heating-cost-potential': 1089, 'hot-water-cost-current': 164, 'hot-water-cost-potential': 164,
            'total-floor-area': 80.98, 'energy-tariff': 'dual', 'mains-gas-flag': 'Y', 'floor-level': 'NO DATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2401.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed before 2002',
            'glazed-area': 'Normal', 'extension-count': 1, 'number-habitable-rooms': 4, 'number-heated-rooms': 4,
            'low-energy-lighting': 88, 'number-open-fireplaces': 0,
            'hotwater-description': 'Electric immersion, off-peak', 'hot-water-energy-eff': 'Poor',
            'hot-water-env-eff': 'Poor', 'floor-description': 'Suspended, no insulation (assumed)',
            'floor-energy-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average',
            'windows-env-eff': 'Average', 'walls-description': 'Solid brick, as built, no insulation (assumed)',
            'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor',
            'secondheat-description': 'Room heaters, electric', 'roof-description': 'Pitched, 150 mm loft insulation',
            'roof-energy-eff': 'Good', 'roof-env-eff': 'Good', 'mainheat-description': 'Electric storage heaters',
            'mainheat-energy-eff': 'Poor', 'mainheat-env-eff': 'Very Poor',
            'mainheatcont-description': 'Manual charge control', 'mainheatc-energy-eff': 'Poor',
            'mainheatc-env-eff': 'Poor', 'lighting-description': 'Low energy lighting in 88% of fixed outlets',
            'lighting-energy-eff': 'Very Good', 'lighting-env-eff': 'Very Good',
            'main-fuel': 'electricity - this is for backwards compatibility only and should not be used',
            'wind-turbine-count': 0, 'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None,
            'floor-height': 2.72, 'photo-supply': 0.0, 'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': '96, Richmond Road', 'local-authority-label': 'Derby',
            'constituency-label': 'Derby South', 'posttown': 'DERBY',
            'construction-age-band': 'England and Wales: 1900-1929',
            'lodgement-datetime': '2011-02-18 16:28:37', 'tenure': 'rental (social)',
            'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None, 'uprn': 100030352255,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            "air_source_heat_pump",
            'boiler_upgrade',
            'boiler_upgrade',
            'high_heat_retention_storage_heaters',
        ],
        "notes": "This property already has storage heaters with manual charge control"
    },
    {
        "epc": {
            'lmk-key': '206883665252008121709314507989954', 'address1': '2 Upper Gardens Hazelhurst',
            'address2': 'Bishopswood', 'address3': None, 'postcode': 'HR9 5QX', 'building-reference-number': 9443575568,
            'current-energy-rating': 'F', 'potential-energy-rating': 'E', 'current-energy-efficiency': 32,
            'potential-energy-efficiency': 42, 'property-type': 'Bungalow', 'built-form': 'Semi-Detached',
            'inspection-date': '2008-12-11', 'local-authority': 'E06000019', 'constituency': 'E14000743',
            'county': None,
            'lodgement-date': '2008-12-17', 'transaction-type': 'rental (private)', 'environment-impact-current': 54,
            'environment-impact-potential': 64, 'energy-consumption-current': 290, 'energy-consumption-potential': 231,
            'co2-emissions-current': 3.7, 'co2-emiss-curr-per-floor-area': 58, 'co2-emissions-potential': 2.9,
            'lighting-cost-current': 39, 'lighting-cost-potential': 39, 'heating-cost-current': 654,
            'heating-cost-potential': 515, 'hot-water-cost-current': 204, 'hot-water-cost-potential': 169,
            'total-floor-area': 63.94, 'energy-tariff': 'dual', 'mains-gas-flag': 'N', 'floor-level': 'NO DATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2106.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed before 2002',
            'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 3, 'number-heated-rooms': 3,
            'low-energy-lighting': 75, 'number-open-fireplaces': 0, 'hotwater-description': 'From main system',
            'hot-water-energy-eff': 'Poor', 'hot-water-env-eff': 'Average',
            'floor-description': 'Solid, no insulation (assumed)', 'floor-energy-eff': None,
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Cavity wall, as built, insulated (assumed)', 'walls-energy-eff': 'Good',
            'walls-env-eff': 'Good', 'secondheat-description': 'Room heaters, electric',
            'roof-description': 'Pitched, 100 mm loft insulation', 'roof-energy-eff': 'Average',
            'roof-env-eff': 'Average', 'mainheat-description': 'Boiler and radiators, LPG',
            'mainheat-energy-eff': 'Poor', 'mainheat-env-eff': 'Average',
            'mainheatcont-description': 'Programmer, room thermostat and TRVs', 'mainheatc-energy-eff': 'Average',
            'mainheatc-env-eff': 'Average', 'lighting-description': 'Low energy lighting in 75% of fixed outlets',
            'lighting-energy-eff': 'Very Good', 'lighting-env-eff': 'Very Good',
            'main-fuel': 'LPG - this is for backwards compatibility only and should not be used',
            'wind-turbine-count': 0, 'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None,
            'floor-height': 2.4, 'photo-supply': 0.0, 'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': '2 Upper Gardens Hazelhurst, Bishopswood',
            'local-authority-label': 'Herefordshire, County of',
            'constituency-label': 'Hereford and South Herefordshire', 'posttown': 'ROSS-ON-WYE',
            'construction-age-band': 'England and Wales: 1983-1990',
            'lodgement-datetime': '2008-12-17 09:31:45', 'tenure': 'rental (private)',
            'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None, 'uprn': 10009573249,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'high_heat_retention_storage_heaters',
            'air_source_heat_pump',
        ],
        "notes": "This property has an LFG boiler but it doesn't have a mains gas connection so we can only recommend"
                 "an air source heat pump and hhr storage"
    },
    {
        "epc": {
            'lmk-key': '749e6ae968c0d5c6491ee1ee82a591733568c981e08ffde7e92b6e4172f3fb0f',
            'address1': '10 Small Holdings', 'address2': 'Stoneleigh Road', 'address3': 'Baginton',
            'postcode': 'CV8 3BA', 'building-reference-number': 10005704940, 'current-energy-rating': 'G',
            'potential-energy-rating': 'E', 'current-energy-efficiency': 12, 'potential-energy-efficiency': 46,
            'property-type': 'House', 'built-form': 'Semi-Detached', 'inspection-date': '2024-03-04',
            'local-authority': 'E07000222', 'constituency': 'E14000767', 'county': 'Warwickshire',
            'lodgement-date': '2024-03-08', 'transaction-type': 'not sale or rental', 'environment-impact-current': 14,
            'environment-impact-potential': 39, 'energy-consumption-current': 728, 'energy-consumption-potential': 379,
            'co2-emissions-current': 11.0, 'co2-emiss-curr-per-floor-area': 137, 'co2-emissions-potential': 5.9,
            'lighting-cost-current': 169, 'lighting-cost-potential': 169, 'heating-cost-current': 4435,
            'heating-cost-potential': 2718, 'hot-water-cost-current': 405, 'hot-water-cost-potential': 227,
            'total-floor-area': 81.0, 'energy-tariff': 'dual', 'mains-gas-flag': 'N', 'floor-level': None,
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': None,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'not defined', 'glazed-area': 'Much More Than Typical',
            'extension-count': 0, 'number-habitable-rooms': 4, 'number-heated-rooms': 4, 'low-energy-lighting': 63,
            'number-open-fireplaces': 1, 'hotwater-description': 'From main system', 'hot-water-energy-eff': 'Poor',
            'hot-water-env-eff': 'Poor', 'floor-description': 'Solid, no insulation (assumed)',
            'floor-energy-eff': None,
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Solid brick, as built, no insulation (assumed)', 'walls-energy-eff': 'Very Poor',
            'walls-env-eff': 'Very Poor', 'secondheat-description': 'Room heaters, smokeless fuel',
            'roof-description': 'Pitched, no insulation (assumed)', 'roof-energy-eff': 'Very Poor',
            'roof-env-eff': 'Very Poor', 'mainheat-description': 'Boiler and radiators, electric',
            'mainheat-energy-eff': 'Very Poor', 'mainheat-env-eff': 'Poor',
            'mainheatcont-description': 'Programmer, room thermostat and TRVs', 'mainheatc-energy-eff': 'Good',
            'mainheatc-env-eff': 'Good', 'lighting-description': 'Low energy lighting in 63% of fixed outlets',
            'lighting-energy-eff': 'Good', 'lighting-env-eff': 'Good', 'main-fuel': 'electricity (not community)',
            'wind-turbine-count': 0, 'heat-loss-corridor': None, 'unheated-corridor-length': None, 'floor-height': 2.31,
            'photo-supply': 0.0, 'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural',
            'address': '10 Small Holdings, Stoneleigh Road, Baginton', 'local-authority-label': 'Warwick',
            'constituency-label': 'Kenilworth and Southam', 'posttown': 'COVENTRY',
            'construction-age-band': 'England and Wales: 1930-1949',
            'lodgement-datetime': '2024-03-08 10:43:35', 'tenure': 'Rented (social)',
            'fixed-lighting-outlets-count': 8.0, 'low-energy-fixed-light-count': None, 'uprn': 10013181470,
            'uprn-source': 'Energy Assessor', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'high_heat_retention_storage_heaters',
            'air_source_heat_pump',
        ],
        "notes": "This property has electric boilers in place, but does not have a mains connection so we don't "
                 "recommend a boiler upgrade. We recommend HHR and ASHP"
    },
    {
        "epc": {
            'lmk-key': '683441359142011092814474999092088', 'address1': '20, Haybridge Avenue', 'address2': 'Hadley',
            'address3': None, 'postcode': 'TF1 5JR', 'building-reference-number': 3100250968,
            'current-energy-rating': 'F', 'potential-energy-rating': 'E', 'current-energy-efficiency': 34,
            'potential-energy-efficiency': 41, 'property-type': 'House', 'built-form': 'Semi-Detached',
            'inspection-date': '2011-09-28', 'local-authority': 'E06000020', 'constituency': 'E14000992',
            'county': None,
            'lodgement-date': '2011-09-28', 'transaction-type': 'rental (social)', 'environment-impact-current': 29,
            'environment-impact-potential': 34, 'energy-consumption-current': 495, 'energy-consumption-potential': 435,
            'co2-emissions-current': 8.3, 'co2-emiss-curr-per-floor-area': 97, 'co2-emissions-potential': 7.3,
            'lighting-cost-current': 61, 'lighting-cost-potential': 45, 'heating-cost-current': 1273,
            'heating-cost-potential': 1101, 'hot-water-cost-current': 214, 'hot-water-cost-potential': 214,
            'total-floor-area': 85.1, 'energy-tariff': 'Single', 'mains-gas-flag': 'N', 'floor-level': 'NODATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2101.0,
            'multi-glaze-proportion': 0.0, 'glazed-type': 'not defined', 'glazed-area': 'Normal', 'extension-count': 1,
            'number-habitable-rooms': 5, 'number-heated-rooms': 5, 'low-energy-lighting': 64,
            'number-open-fireplaces': 1, 'hotwater-description': 'From main system, no cylinder thermostat',
            'hot-water-energy-eff': 'Poor', 'hot-water-env-eff': 'Poor',
            'floor-description': 'Solid, no insulation (assumed)', 'floor-energy-eff': None,
            'windows-description': 'Single glazed', 'windows-energy-eff': 'Very Poor', 'windows-env-eff': 'Very Poor',
            'walls-description': 'Solid brick, as built, no insulation (assumed)', 'walls-energy-eff': 'Very Poor',
            'walls-env-eff': 'Very Poor', 'secondheat-description': 'Room heaters, dual fuel (mineral and wood)',
            'roof-description': 'Pitched, 250mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'Boiler and radiators, dual fuel (mineral and wood)',
            'mainheat-energy-eff': 'Average', 'mainheat-env-eff': 'Average',
            'mainheatcont-description': 'No time or thermostatic control of room temperature',
            'mainheatc-energy-eff': 'Very Poor', 'mainheatc-env-eff': 'Very Poor',
            'lighting-description': 'Low energy lighting in 64% of fixed outlets', 'lighting-energy-eff': 'Good',
            'lighting-env-eff': 'Good', 'main-fuel': 'dual fuel - mineral + wood', 'wind-turbine-count': 0,
            'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None, 'floor-height': 2.5,
            'photo-supply': 0.0,
            'solar-water-heating-flag': None, 'mechanical-ventilation': 'natural',
            'address': '20, Haybridge Avenue, Hadley', 'local-authority-label': 'Telford and Wrekin',
            'constituency-label': 'The Wrekin', 'posttown': 'TELFORD',
            'construction-age-band': 'England and Wales: 1900-1929',
            'lodgement-datetime': '2011-09-28 14:47:49', 'tenure': 'rental (social)',
            'fixed-lighting-outlets-count': 11.0, 'low-energy-fixed-light-count': 7.0, 'uprn': 452047507,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'high_heat_retention_storage_heaters'
        ],
        "notes": "This property has a dual fuel boiler and no mains gas connection. We recommend ASHP and HHR, but"
                 "no gas condensing boiler"
    },
    {
        "epc": {
            'lmk-key': 'ba1de1b99f30546d7c6654af44c74fa4511611f9283502b77efb825d8566023c',
            'address1': '19 DORSET STREET', 'address2': 'DERBY', 'address3': None, 'postcode': 'DE21 6BE',
            'building-reference-number': 10000116666, 'current-energy-rating': 'F', 'potential-energy-rating': 'C',
            'current-energy-efficiency': 29, 'potential-energy-efficiency': 78, 'property-type': 'House',
            'built-form': 'Semi-Detached', 'inspection-date': '2021-01-09', 'local-authority': 'E06000015',
            'constituency': 'E14000662', 'county': None, 'lodgement-date': '2021-01-11',
            'transaction-type': 'ECO assessment', 'environment-impact-current': 1, 'environment-impact-potential': 40,
            'energy-consumption-current': 532, 'energy-consumption-potential': 153, 'co2-emissions-current': 14.0,
            'co2-emiss-curr-per-floor-area': 198, 'co2-emissions-potential': 5.1, 'lighting-cost-current': 105,
            'lighting-cost-potential': 60, 'heating-cost-current': 1361, 'heating-cost-potential': 545,
            'hot-water-cost-current': 242, 'hot-water-cost-potential': 132, 'total-floor-area': 72.0,
            'energy-tariff': 'off-peak 7 hour', 'mains-gas-flag': 'N', 'floor-level': None, 'flat-top-storey': None,
            'flat-storey-count': None, 'main-heating-controls': None, 'multi-glaze-proportion': 100.0,
            'glazed-type': 'double glazing, unknown install date', 'glazed-area': 'Normal', 'extension-count': 0,
            'number-habitable-rooms': 4, 'number-heated-rooms': 4, 'low-energy-lighting': 25,
            'number-open-fireplaces': 1, 'hotwater-description': 'From main system', 'hot-water-energy-eff': 'Average',
            'hot-water-env-eff': 'Very Poor', 'floor-description': 'Solid, no insulation (assumed)',
            'floor-energy-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average',
            'windows-env-eff': 'Average', 'walls-description': 'Solid brick, as built, no insulation (assumed)',
            'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor', 'secondheat-description': 'None',
            'roof-description': 'Pitched, 200 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'Boiler and radiators, coal', 'mainheat-energy-eff': 'Poor',
            'mainheat-env-eff': 'Very Poor',
            'mainheatcont-description': 'No time or thermostatic control of room temperature',
            'mainheatc-energy-eff': 'Very Poor', 'mainheatc-env-eff': 'Very Poor',
            'lighting-description': 'Low energy lighting in 25% of fixed outlets', 'lighting-energy-eff': 'Average',
            'lighting-env-eff': 'Average', 'main-fuel': 'house coal (not community)', 'wind-turbine-count': 0,
            'heat-loss-corridor': None, 'unheated-corridor-length': None, 'floor-height': 2.37, 'photo-supply': 0.0,
            'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural', 'address': '19 DORSET STREET, DERBY',
            'local-authority-label': 'Derby', 'constituency-label': 'Derby North', 'posttown': 'DERBY',
            'construction-age-band': 'England and Wales: 1950-1966',
            'lodgement-datetime': '2021-01-11 00:00:00', 'tenure': 'Owner-occupied',
            'fixed-lighting-outlets-count': 16.0, 'low-energy-fixed-light-count': 4.0, 'uprn': 100030309413,
            'uprn-source': 'Energy Assessor', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'high_heat_retention_storage_heaters',
        ],
        "notes": "This property has a coal boiler and no mains gas connection. We recommend ASHP and HHR, but"
                 "no gas condensing boiler"
    },
    {
        "epc": {
            'lmk-key': '1139832199022019020816400153188351', 'address1': '1 Green Gates', 'address2': 'Bridstow',
            'address3': None, 'postcode': 'HR9 6QJ', 'building-reference-number': 5576913278,
            'current-energy-rating': 'F', 'potential-energy-rating': 'A', 'current-energy-efficiency': 37,
            'potential-energy-efficiency': 93, 'property-type': 'House', 'built-form': 'Semi-Detached',
            'inspection-date': '2019-02-08', 'local-authority': 'E06000019', 'constituency': 'E14000743',
            'county': None,
            'lodgement-date': '2019-02-08', 'transaction-type': 'ECO assessment', 'environment-impact-current': 11,
            'environment-impact-potential': 115, 'energy-consumption-current': 377, 'energy-consumption-potential': 28,
            'co2-emissions-current': 14.0, 'co2-emiss-curr-per-floor-area': 129, 'co2-emissions-potential': -1.9,
            'lighting-cost-current': 75, 'lighting-cost-potential': 75, 'heating-cost-current': 1512,
            'heating-cost-potential': 700, 'hot-water-cost-current': 258, 'hot-water-cost-potential': 113,
            'total-floor-area': 111.0, 'energy-tariff': 'Single', 'mains-gas-flag': 'N', 'floor-level': 'NODATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2101.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing, unknown install date',
            'glazed-area': 'Normal', 'extension-count': 1, 'number-habitable-rooms': 5, 'number-heated-rooms': 5,
            'low-energy-lighting': 100, 'number-open-fireplaces': 0, 'hotwater-description': 'From main system',
            'hot-water-energy-eff': 'Average', 'hot-water-env-eff': 'Very Poor',
            'floor-description': 'Solid, no insulation (assumed)', 'floor-energy-eff': 'NO DATA!',
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Cavity wall, as built, no insulation (assumed)', 'walls-energy-eff': 'Poor',
            'walls-env-eff': 'Poor', 'secondheat-description': 'None',
            'roof-description': 'Pitched, 270 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'Boiler and radiators, smokeless fuel', 'mainheat-energy-eff': 'Poor',
            'mainheat-env-eff': 'Very Poor',
            'mainheatcont-description': 'No time or thermostatic control of room temperature',
            'mainheatc-energy-eff': 'Very Poor', 'mainheatc-env-eff': 'Very Poor',
            'lighting-description': 'Low energy lighting in all fixed outlets', 'lighting-energy-eff': 'Very Good',
            'lighting-env-eff': 'Very Good', 'main-fuel': 'smokeless coal', 'wind-turbine-count': 0,
            'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None, 'floor-height': 2.4,
            'photo-supply': None,
            'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural', 'address': '1 Green Gates, Bridstow',
            'local-authority-label': 'Herefordshire, County of',
            'constituency-label': 'Hereford and South Herefordshire', 'posttown': 'ROSS-ON-WYE',
            'construction-age-band': 'England and Wales: 1950-1966',
            'lodgement-datetime': '2019-02-08 16:40:01', 'tenure': 'rental (social)',
            'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None, 'uprn': 10007366417,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'high_heat_retention_storage_heaters',
        ],
        "notes": "This property has a smokeless fuel boiler and no mains gas connection. We recommend ASHP and HHR, but"
                 "no gas condensing boiler"
    },
    {
        "epc": {
            'lmk-key': '1253529329242015021115045635159198', 'address1': '143', 'address2': 'Shortheath',
            'address3': None, 'postcode': 'DE12 6BL', 'building-reference-number': 212621378,
            'current-energy-rating': 'F', 'potential-energy-rating': 'D', 'current-energy-efficiency': 22,
            'potential-energy-efficiency': 59, 'property-type': 'House', 'built-form': 'Semi-Detached',
            'inspection-date': '2015-02-11', 'local-authority': 'E07000039', 'constituency': 'E14000935',
            'county': 'Derbyshire', 'lodgement-date': '2015-02-11', 'transaction-type': 'RHI application',
            'environment-impact-current': 71, 'environment-impact-potential': 91, 'energy-consumption-current': 500,
            'energy-consumption-potential': 233, 'co2-emissions-current': 3.0, 'co2-emiss-curr-per-floor-area': 31,
            'co2-emissions-potential': 0.8, 'lighting-cost-current': 104, 'lighting-cost-potential': 59,
            'heating-cost-current': 1746, 'heating-cost-potential': 1010, 'hot-water-cost-current': 253,
            'hot-water-cost-potential': 151, 'total-floor-area': 96.0, 'energy-tariff': 'Single', 'mains-gas-flag': 'N',
            'floor-level': 'NODATA!', 'flat-top-storey': None, 'flat-storey-count': None,
            'main-heating-controls': 2111.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing, unknown install date',
            'glazed-area': 'Normal', 'extension-count': 2, 'number-habitable-rooms': 5, 'number-heated-rooms': 5,
            'low-energy-lighting': 23, 'number-open-fireplaces': 1, 'hotwater-description': 'From main system',
            'hot-water-energy-eff': 'Poor', 'hot-water-env-eff': 'Very Good',
            'floor-description': 'Suspended, no insulation (assumed)', 'floor-energy-eff': 'NO DATA!',
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Solid brick, as built, no insulation (assumed)', 'walls-energy-eff': 'Very Poor',
            'walls-env-eff': 'Very Poor', 'secondheat-description': 'Room heaters, dual fuel (mineral and wood)',
            'roof-description': 'Pitched, 250 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'Boiler and radiators, wood pellets', 'mainheat-energy-eff': 'Poor',
            'mainheat-env-eff': 'Very Good', 'mainheatcont-description': 'TRVs and bypass',
            'mainheatc-energy-eff': 'Average', 'mainheatc-env-eff': 'Average',
            'lighting-description': 'Low energy lighting in 23% of fixed outlets', 'lighting-energy-eff': 'Poor',
            'lighting-env-eff': 'Poor', 'main-fuel': 'bulk wood pellets', 'wind-turbine-count': 0,
            'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None, 'floor-height': 2.4,
            'photo-supply': None,
            'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural', 'address': '143, Shortheath',
            'local-authority-label': 'South Derbyshire', 'constituency-label': 'South Derbyshire',
            'posttown': 'SWADLINCOTE', 'construction-age-band': 'England and Wales: 1900-1929',
            'lodgement-datetime': '2015-02-11 15:04:56', 'tenure': 'owner-occupied',
            'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None, 'uprn': 100030256931,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'high_heat_retention_storage_heaters',
        ],
        "notes": "This property has a wood pellets boiler and no mains gas connection. We recommend ASHP and HHR, but"
                 "no gas condensing boiler"
    },
    {
        "epc": {
            'lmk-key': '1125990659062017030307353552528423', 'address1': '3 Manor Farm Cottage', 'address2': 'Halse',
            'address3': None, 'postcode': 'NN13 6DY', 'building-reference-number': 2529522278,
            'current-energy-rating': 'F', 'potential-energy-rating': 'C', 'current-energy-efficiency': 29,
            'potential-energy-efficiency': 80, 'property-type': 'House', 'built-form': 'End-Terrace',
            'inspection-date': '2017-03-02', 'local-authority': 'E07000155', 'constituency': 'E14000942',
            'county': 'Northamptonshire', 'lodgement-date': '2017-03-03', 'transaction-type': 'rental (private)',
            'environment-impact-current': 26, 'environment-impact-potential': 74, 'energy-consumption-current': 511,
            'energy-consumption-potential': 130, 'co2-emissions-current': 8.0, 'co2-emiss-curr-per-floor-area': 108,
            'co2-emissions-potential': 2.2, 'lighting-cost-current': 84, 'lighting-cost-potential': 56,
            'heating-cost-current': 1333, 'heating-cost-potential': 498, 'hot-water-cost-current': 285,
            'hot-water-cost-potential': 144, 'total-floor-area': 74.0, 'energy-tariff': 'dual', 'mains-gas-flag': 'N',
            'floor-level': 'NODATA!', 'flat-top-storey': None, 'flat-storey-count': None,
            'main-heating-controls': 2601.0,
            'multi-glaze-proportion': 0.0, 'glazed-type': 'not defined', 'glazed-area': 'Normal', 'extension-count': 1,
            'number-habitable-rooms': 4, 'number-heated-rooms': 1, 'low-energy-lighting': 50,
            'number-open-fireplaces': 0, 'hotwater-description': 'Electric immersion, off-peak',
            'hot-water-energy-eff': 'Very Poor', 'hot-water-env-eff': 'Poor',
            'floor-description': 'Solid, no insulation (assumed)', 'floor-energy-eff': 'NO DATA!',
            'windows-description': 'Single glazed', 'windows-energy-eff': 'Very Poor', 'windows-env-eff': 'Very Poor',
            'walls-description': 'Sandstone or limestone, as built, no insulation (assumed)',
            'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor',
            'secondheat-description': 'Room heaters, dual fuel (mineral and wood)',
            'roof-description': 'Pitched, 75 mm loft insulation', 'roof-energy-eff': 'Average',
            'roof-env-eff': 'Average', 'mainheat-description': 'Room heaters, dual fuel (mineral and wood)',
            'mainheat-energy-eff': 'Poor', 'mainheat-env-eff': 'Average',
            'mainheatcont-description': 'No thermostatic control of room temperature', 'mainheatc-energy-eff': 'Poor',
            'mainheatc-env-eff': 'Poor', 'lighting-description': 'Low energy lighting in 50% of fixed outlets',
            'lighting-energy-eff': 'Good', 'lighting-env-eff': 'Good', 'main-fuel': 'dual fuel - mineral + wood',
            'wind-turbine-count': 0, 'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None,
            'floor-height': 2.5, 'photo-supply': None, 'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': '3 Manor Farm Cottage, Halse',
            'local-authority-label': 'South Northamptonshire', 'constituency-label': 'South Northamptonshire',
            'posttown': 'BRACKLEY', 'construction-age-band': 'England and Wales: before 1900',
            'lodgement-datetime': '2017-03-03 07:35:35', 'tenure': 'rental (private)',
            'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None, 'uprn': 10000460605,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'high_heat_retention_storage_heaters',
            'air_source_heat_pump',
        ],
        "notes": "This is an end-terrace house, without mains gas connection, so we recommend is HHR & ASHP"
    },
    {
        "epc": {
            'lmk-key': '1281510829102015021321472533359578', 'address1': '6, Nags Head Lane', 'address2': 'Hargrave',
            'address3': None, 'postcode': 'NN9 6BJ', 'building-reference-number': 134423378,
            'current-energy-rating': 'F', 'potential-energy-rating': 'B', 'current-energy-efficiency': 38,
            'potential-energy-efficiency': 84, 'property-type': 'House', 'built-form': 'End-Terrace',
            'inspection-date': '2015-02-13', 'local-authority': 'E07000152', 'constituency': 'E14000648',
            'county': 'Northamptonshire', 'lodgement-date': '2015-02-13',
            'transaction-type': 'assessment for green deal', 'environment-impact-current': 45,
            'environment-impact-potential': 85, 'energy-consumption-current': 400, 'energy-consumption-potential': 96,
            'co2-emissions-current': 5.0, 'co2-emiss-curr-per-floor-area': 68, 'co2-emissions-potential': 1.2,
            'lighting-cost-current': 87, 'lighting-cost-potential': 48, 'heating-cost-current': 1094,
            'heating-cost-potential': 423, 'hot-water-cost-current': 240, 'hot-water-cost-potential': 144,
            'total-floor-area': 74.0, 'energy-tariff': 'Single', 'mains-gas-flag': 'N', 'floor-level': 'NODATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2204.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed before 2002',
            'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 5, 'number-heated-rooms': 5,
            'low-energy-lighting': 18, 'number-open-fireplaces': 0, 'hotwater-description': 'From main system',
            'hot-water-energy-eff': 'Poor', 'hot-water-env-eff': 'Good',
            'floor-description': 'Solid, no insulation (assumed)', 'floor-energy-eff': 'NO DATA!',
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Solid brick, as built, no insulation (assumed)', 'walls-energy-eff': 'Poor',
            'walls-env-eff': 'Poor', 'secondheat-description': 'Room heaters, electric',
            'roof-description': 'Pitched, 300 mm loft insulation', 'roof-energy-eff': 'Very Good',
            'roof-env-eff': 'Very Good', 'mainheat-description': 'Air source heat pump, radiators, electric',
            'mainheat-energy-eff': 'Poor', 'mainheat-env-eff': 'Good',
            'mainheatcont-description': 'Programmer and room thermostat', 'mainheatc-energy-eff': 'Average',
            'mainheatc-env-eff': 'Average', 'lighting-description': 'Low energy lighting in 18% of fixed outlets',
            'lighting-energy-eff': 'Poor', 'lighting-env-eff': 'Poor', 'main-fuel': 'electricity (not community)',
            'wind-turbine-count': 0, 'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None,
            'floor-height': 2.5, 'photo-supply': None, 'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': '6, Nags Head Lane, Hargrave',
            'local-authority-label': 'East Northamptonshire', 'constituency-label': 'Corby',
            'posttown': 'WELLINGBOROUGH', 'construction-age-band': 'England and Wales: 1930-1949',
            'lodgement-datetime': '2015-02-13 21:47:25', 'tenure': 'rental (social)',
            'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None, 'uprn': 100031045596,
            'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [],
        "notes": "This property already has an ashp. We don't recommend any heating upgrades"
    },
    {
        "epc": {
            'lmk-key': '1dd9aa80d6e5bae3e0e4892d9ed1a83b53f3af848568f4a928c9f7a63d8825ea',
            'address1': '49 Ridgeway Road', 'address2': 'Wordsley', 'address3': None, 'postcode': 'DY8 5UD',
            'building-reference-number': 10003464876, 'current-energy-rating': 'F', 'potential-energy-rating': 'D',
            'current-energy-efficiency': 35, 'potential-energy-efficiency': 64, 'property-type': 'House',
            'built-form': 'Semi-Detached', 'inspection-date': '2021-11-17', 'local-authority': 'E08000027',
            'constituency': 'E14000672', 'county': None, 'lodgement-date': '2022-10-10', 'transaction-type': 'rental',
            'environment-impact-current': 41, 'environment-impact-potential': 67, 'energy-consumption-current': 401,
            'energy-consumption-potential': 207, 'co2-emissions-current': 6.1, 'co2-emiss-curr-per-floor-area': 69,
            'co2-emissions-potential': 3.2, 'lighting-cost-current': 61, 'lighting-cost-potential': 61,
            'heating-cost-current': 1488, 'heating-cost-potential': 1015, 'hot-water-cost-current': 114,
            'hot-water-cost-potential': 77, 'total-floor-area': 89.0, 'energy-tariff': 'Single', 'mains-gas-flag': 'Y',
            'floor-level': None, 'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': None,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed during or after 2002',
            'glazed-area': 'Normal', 'extension-count': 2, 'number-habitable-rooms': 5, 'number-heated-rooms': 5,
            'low-energy-lighting': 91, 'number-open-fireplaces': 0, 'hotwater-description': 'From main system',
            'hot-water-energy-eff': 'Good', 'hot-water-env-eff': 'Good',
            'floor-description': 'Solid, no insulation (assumed)', 'floor-energy-eff': None,
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Good', 'windows-env-eff': 'Good',
            'walls-description': 'Cavity wall, as built, no insulation (assumed)', 'walls-energy-eff': 'Poor',
            'walls-env-eff': 'Poor', 'secondheat-description': 'Room heaters, electric',
            'roof-description': 'Pitched, 200 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'Boiler and radiators, mains gas, Electric storage heaters',
            'mainheat-energy-eff': 'Good', 'mainheat-env-eff': 'Good',
            'mainheatcont-description': 'Programmer, room thermostat and TRVs', 'mainheatc-energy-eff': 'Good',
            'mainheatc-env-eff': 'Good', 'lighting-description': 'Low energy lighting in 91% of fixed outlets',
            'lighting-energy-eff': 'Very Good', 'lighting-env-eff': 'Very Good',
            'main-fuel': 'mains gas (not community)', 'wind-turbine-count': 0, 'heat-loss-corridor': None,
            'unheated-corridor-length': None, 'floor-height': 2.53, 'photo-supply': 0.0,
            'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': '49 Ridgeway Road, Wordsley',
            'local-authority-label': 'Dudley', 'constituency-label': 'Dudley South', 'posttown': 'Stourbridge',
            'construction-age-band': 'England and Wales: 1950-1966', 'lodgement-datetime': '2022-10-10 16:41:36',
            'tenure': 'Rented (social)', 'fixed-lighting-outlets-count': 11.0, 'low-energy-fixed-light-count': None,
            'uprn': 90041166, 'uprn-source': 'Energy Assessor', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'high_heat_retention_storage_heaters',
            'time_temperature_zone_control',
        ],
        "notes": "This property has dual heating. A boiler and electric storage heaters. The heating is efficient so"
                 "we recommend ASHP and HHR. We also recommend upgrading the heating controls for the boiler"
    },
    {
        "epc": {
            'lmk-key': '1dd9aa80d6e5bae3e0e4892d9ed1a83b53f3af848568f4a928c9f7a63d8825ea',
            'address1': '49 Ridgeway Road', 'address2': 'Wordsley', 'address3': None, 'postcode': 'DY8 5UD',
            'building-reference-number': 10003464876, 'current-energy-rating': 'F', 'potential-energy-rating': 'D',
            'current-energy-efficiency': 35, 'potential-energy-efficiency': 64, 'property-type': 'House',
            'built-form': 'Semi-Detached', 'inspection-date': '2021-11-17', 'local-authority': 'E08000027',
            'constituency': 'E14000672', 'county': None, 'lodgement-date': '2022-10-10', 'transaction-type': 'rental',
            'environment-impact-current': 41, 'environment-impact-potential': 67, 'energy-consumption-current': 401,
            'energy-consumption-potential': 207, 'co2-emissions-current': 6.1, 'co2-emiss-curr-per-floor-area': 69,
            'co2-emissions-potential': 3.2, 'lighting-cost-current': 61, 'lighting-cost-potential': 61,
            'heating-cost-current': 1488, 'heating-cost-potential': 1015, 'hot-water-cost-current': 114,
            'hot-water-cost-potential': 77, 'total-floor-area': 89.0, 'energy-tariff': 'Single', 'mains-gas-flag': 'Y',
            'floor-level': None, 'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': None,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed during or after 2002',
            'glazed-area': 'Normal', 'extension-count': 2, 'number-habitable-rooms': 5, 'number-heated-rooms': 5,
            'low-energy-lighting': 91, 'number-open-fireplaces': 0, 'hotwater-description': 'From main system',
            'hot-water-energy-eff': 'Good', 'hot-water-env-eff': 'Good',
            'floor-description': 'Solid, no insulation (assumed)', 'floor-energy-eff': None,
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Good', 'windows-env-eff': 'Good',
            'walls-description': 'Cavity wall, as built, no insulation (assumed)', 'walls-energy-eff': 'Poor',
            'walls-env-eff': 'Poor', 'secondheat-description': 'Room heaters, electric',
            'roof-description': 'Pitched, 200 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'Boiler and radiators, mains gas, Electric storage heaters',
            'mainheat-energy-eff': 'Average', 'mainheat-env-eff': 'Good',
            'mainheatcont-description': 'Programmer, room thermostat and TRVs', 'mainheatc-energy-eff': 'Good',
            'mainheatc-env-eff': 'Good', 'lighting-description': 'Low energy lighting in 91% of fixed outlets',
            'lighting-energy-eff': 'Very Good', 'lighting-env-eff': 'Very Good',
            'main-fuel': 'mains gas (not community)', 'wind-turbine-count': 0, 'heat-loss-corridor': None,
            'unheated-corridor-length': None, 'floor-height': 2.53, 'photo-supply': 0.0,
            'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': '49 Ridgeway Road, Wordsley',
            'local-authority-label': 'Dudley', 'constituency-label': 'Dudley South', 'posttown': 'Stourbridge',
            'construction-age-band': 'England and Wales: 1950-1966', 'lodgement-datetime': '2022-10-10 16:41:36',
            'tenure': 'Rented (social)', 'fixed-lighting-outlets-count': 11.0, 'low-energy-fixed-light-count': None,
            'uprn': 90041166, 'uprn-source': 'Energy Assessor', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'boiler_upgrade',
            'boiler_upgrade+high_heat_retention_storage_heaters',
            'high_heat_retention_storage_heaters',
            'time_temperature_zone_control'
        ],
        "notes": "This property is a modified version of the previous dual heating property, where we lower the"
                 "starting heating efficiency so that we a combined heating upgrade to both the boiler and the electric"
                 "storage heaters"
    },
    {
        "epc": {
            'lmk-key': '670443469402019100713595382910638', 'address1': '2 Crabs Castle', 'address2': 'Pontrilas',
            'address3': None, 'postcode': 'HR2 0BN', 'building-reference-number': 6466069868,
            'current-energy-rating': 'G', 'potential-energy-rating': 'C', 'current-energy-efficiency': 20,
            'potential-energy-efficiency': 80, 'property-type': 'House', 'built-form': 'Semi-Detached',
            'inspection-date': '2019-10-07', 'local-authority': 'E06000019', 'constituency': 'E14000743',
            'county': None,
            'lodgement-date': '2019-10-07', 'transaction-type': 'rental (social)', 'environment-impact-current': 1,
            'environment-impact-potential': 103, 'energy-consumption-current': 618, 'energy-consumption-potential': 110,
            'co2-emissions-current': 15.0, 'co2-emiss-curr-per-floor-area': 206, 'co2-emissions-potential': -0.3,
            'lighting-cost-current': 125, 'lighting-cost-potential': 63, 'heating-cost-current': 1371,
            'heating-cost-potential': 473, 'hot-water-cost-current': 524, 'hot-water-cost-potential': 101,
            'total-floor-area': 73.0, 'energy-tariff': 'dual', 'mains-gas-flag': 'N', 'floor-level': 'NODATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2601.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed during or after 2002',
            'glazed-area': 'Normal', 'extension-count': 1, 'number-habitable-rooms': 4, 'number-heated-rooms': 4,
            'low-energy-lighting': 0, 'number-open-fireplaces': 1,
            'hotwater-description': 'Electric immersion, off-peak', 'hot-water-energy-eff': 'Very Poor',
            'hot-water-env-eff': 'Poor', 'floor-description': 'Solid, no insulation (assumed)',
            'floor-energy-eff': 'NO DATA!', 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Good',
            'windows-env-eff': 'Good', 'walls-description': 'Cavity wall, as built, no insulation (assumed)',
            'walls-energy-eff': 'Poor', 'walls-env-eff': 'Poor', 'secondheat-description': 'None',
            'roof-description': 'Pitched, 150 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'Room heaters, anthracite', 'mainheat-energy-eff': 'Very Poor',
            'mainheat-env-eff': 'Very Poor', 'mainheatcont-description': 'No thermostatic control of room temperature',
            'mainheatc-energy-eff': 'Poor', 'mainheatc-env-eff': 'Poor',
            'lighting-description': 'No low energy lighting', 'lighting-energy-eff': 'Very Poor',
            'lighting-env-eff': 'Very Poor', 'main-fuel': 'anthracite', 'wind-turbine-count': 0,
            'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None, 'floor-height': 2.5,
            'photo-supply': None,
            'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural',
            'address': '2 Crabs Castle, Pontrilas', 'local-authority-label': 'Herefordshire, County of',
            'constituency-label': 'Hereford and South Herefordshire', 'posttown': 'HEREFORD',
            'construction-age-band': 'England and Wales: 1930-1949', 'lodgement-datetime': '2019-10-07 13:59:53',
            'tenure': 'rental (social)', 'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None,
            'uprn': 10009574286, 'uprn-source': 'Address Matched', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'high_heat_retention_storage_heaters'
        ],
        "notes": "This property has anthracite heating without mains. "
                 "We recommend ASHP and HHR, but no gas condensing boiler"
    },
    {
        "epc": {
            'lmk-key': '298ecac47f69461257e582e9dd78cb4c8bbb8c05bee1af1530f052134ecd5044', 'address1': '9 HENDON RISE',
            'address2': None, 'address3': None, 'postcode': 'NG3 3AN', 'building-reference-number': 10001202381,
            'current-energy-rating': 'G', 'potential-energy-rating': 'D', 'current-energy-efficiency': 12,
            'potential-energy-efficiency': 66, 'property-type': 'House', 'built-form': 'Mid-Terrace',
            'inspection-date': '2021-03-31', 'local-authority': 'E06000018', 'constituency': 'E14000865',
            'county': None,
            'lodgement-date': '2021-05-27', 'transaction-type': 'rental', 'environment-impact-current': 15,
            'environment-impact-potential': 59, 'energy-consumption-current': 630, 'energy-consumption-potential': 187,
            'co2-emissions-current': 11.0, 'co2-emiss-curr-per-floor-area': 122, 'co2-emissions-potential': 3.6,
            'lighting-cost-current': 99, 'lighting-cost-potential': 99, 'heating-cost-current': 2107,
            'heating-cost-potential': 860, 'hot-water-cost-current': 458, 'hot-water-cost-potential': 73,
            'total-floor-area': 91.0, 'energy-tariff': 'Single', 'mains-gas-flag': 'Y', 'floor-level': None,
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': None,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed before 2002',
            'glazed-area': 'Normal', 'extension-count': 1, 'number-habitable-rooms': 5, 'number-heated-rooms': 2,
            'low-energy-lighting': 63, 'number-open-fireplaces': 1,
            'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
            'hot-water-env-eff': 'Poor', 'floor-description': 'Suspended, no insulation (assumed)',
            'floor-energy-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average',
            'windows-env-eff': 'Average', 'walls-description': 'Solid brick, as built, no insulation (assumed)',
            'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor',
            'secondheat-description': 'Portable electric heaters (assumed)',
            'roof-description': 'Pitched, no insulation (assumed)', 'roof-energy-eff': 'Very Poor',
            'roof-env-eff': 'Very Poor',
            'mainheat-description': 'Room heaters, mains gas, Room heaters, dual fuel (mineral and wood)',
            'mainheat-energy-eff': 'Average', 'mainheat-env-eff': 'Average',
            'mainheatcont-description': 'No thermostatic control of room temperature', 'mainheatc-energy-eff': 'Poor',
            'mainheatc-env-eff': 'Poor', 'lighting-description': 'Low energy lighting in 63% of fixed outlets',
            'lighting-energy-eff': 'Good', 'lighting-env-eff': 'Good', 'main-fuel': 'mains gas (not community)',
            'wind-turbine-count': 0, 'heat-loss-corridor': None, 'unheated-corridor-length': None, 'floor-height': 2.79,
            'photo-supply': 0.0, 'solar-water-heating-flag': 'N', 'mechanical-ventilation': 'natural',
            'address': '9 HENDON RISE', 'local-authority-label': 'Nottingham', 'constituency-label': 'Nottingham East',
            'posttown': 'NOTTINGHAM', 'construction-age-band': 'England and Wales: 1900-1929',
            'lodgement-datetime': '2021-05-27 13:52:20', 'tenure': 'Rented (private)',
            'fixed-lighting-outlets-count': 8.0, 'low-energy-fixed-light-count': None, 'uprn': 100031556691,
            'uprn-source': 'Energy Assessor', 'sheating-energy-eff': None, 'sheating-env-eff': None
        },
        "heating_measure_types": [
            "air_source_heat_pump",
            'boiler_upgrade',
            'boiler_upgrade',
            'high_heat_retention_storage_heaters'
        ],
        "notes": "This property has room heaters with two different fuel sources, so we recommend HHR, ASHP, and a "
                 "boiler upgrade"
    },
    {
        "epc": {
            'lmk-key': '717779210932011102812033766268396', 'address1': '28, Overdale Road', 'address2': None,
            'address3': None, 'postcode': 'CV5 8AL', 'building-reference-number': 1616392968,
            'current-energy-rating': 'F', 'potential-energy-rating': 'E', 'current-energy-efficiency': 28,
            'potential-energy-efficiency': 40, 'property-type': 'Flat', 'built-form': 'NO DATA!',
            'inspection-date': '2011-10-27', 'local-authority': 'E08000026', 'constituency': 'E14000650',
            'county': None,
            'lodgement-date': '2011-10-28', 'transaction-type': 'marketed sale', 'environment-impact-current': 37,
            'environment-impact-potential': 47, 'energy-consumption-current': 544, 'energy-consumption-potential': 431,
            'co2-emissions-current': 5.1, 'co2-emiss-curr-per-floor-area': 96, 'co2-emissions-potential': 4.0,
            'lighting-cost-current': 54, 'lighting-cost-potential': 31, 'heating-cost-current': 576,
            'heating-cost-potential': 711, 'hot-water-cost-current': 598, 'hot-water-cost-potential': 232,
            'total-floor-area': 52.93, 'energy-tariff': 'Single', 'mains-gas-flag': 'N', 'floor-level': '1st',
            'flat-top-storey': 'N', 'flat-storey-count': None, 'main-heating-controls': 2703.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing, unknown install date',
            'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 3, 'number-heated-rooms': 3,
            'low-energy-lighting': 25, 'number-open-fireplaces': 0,
            'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
            'hot-water-env-eff': 'Very Poor', 'floor-description': '(other premises below)', 'floor-energy-eff': None,
            'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average', 'windows-env-eff': 'Average',
            'walls-description': 'Cavity wall, as built, no insulation (assumed)', 'walls-energy-eff': 'Poor',
            'walls-env-eff': 'Poor', 'secondheat-description': 'None', 'roof-description': '(another dwelling above)',
            'roof-energy-eff': None, 'roof-env-eff': None, 'mainheat-description': 'Electric underfloor heating',
            'mainheat-energy-eff': 'Very Poor', 'mainheat-env-eff': 'Very Poor',
            'mainheatcont-description': 'Room thermostat only', 'mainheatc-energy-eff': 'Poor',
            'mainheatc-env-eff': 'Poor', 'lighting-description': 'Low energy lighting in 25% of fixed outlets',
            'lighting-energy-eff': 'Average', 'lighting-env-eff': 'Average', 'main-fuel': 'electricity (not community)',
            'wind-turbine-count': 0, 'heat-loss-corridor': 'unheated corridor', 'unheated-corridor-length': 4.44,
            'floor-height': 2.28, 'photo-supply': 0.0, 'solar-water-heating-flag': None,
            'mechanical-ventilation': 'natural', 'address': '28, Overdale Road', 'local-authority-label': 'Coventry',
            'constituency-label': 'Coventry North West', 'posttown': 'COVENTRY',
            'construction-age-band': 'England and Wales: 1950-1966', 'lodgement-datetime': '2011-10-28 12:03:37',
            'tenure': 'owner-occupied', 'fixed-lighting-outlets-count': 8.0, 'low-energy-fixed-light-count': 2.0,
            'uprn': 100070685908, 'uprn-source': 'Address Matched', 'sheating-energy-eff': None,
            'sheating-env-eff': None
        },
        "heating_measure_types": ["high_heat_retention_storage_heaters"],
        "notes": "This property is a flat, without mains gas connection. Currently has underfloor electric heating. "
                 "In this case we just recommend hhrsh as an additional heating system, which would become the primary"
    },
    {
        "epc": {
            'lmk-key': '800099229502014050214593392940598', 'address1': '16, Woodside', 'address2': None,
            'address3': None, 'postcode': 'WV11 2PT', 'building-reference-number': 4556129968,
            'current-energy-rating': 'F', 'potential-energy-rating': 'E', 'current-energy-efficiency': 21,
            'potential-energy-efficiency': 39, 'property-type': 'House', 'built-form': 'Semi-Detached',
            'inspection-date': '2014-05-01', 'local-authority': 'E08000031', 'constituency': 'E14001049',
            'county': None,
            'lodgement-date': '2014-05-02', 'transaction-type': 'none of the above', 'environment-impact-current': 32,
            'environment-impact-potential': 46, 'energy-consumption-current': 479, 'energy-consumption-potential': 340,
            'co2-emissions-current': 8.1, 'co2-emiss-curr-per-floor-area': 85, 'co2-emissions-potential': 5.7,
            'lighting-cost-current': 111, 'lighting-cost-potential': 55, 'heating-cost-current': 2021,
            'heating-cost-potential': 1655, 'hot-water-cost-current': 408, 'hot-water-cost-potential': 189,
            'total-floor-area': 96.0, 'energy-tariff': 'Unknown', 'mains-gas-flag': 'Y', 'floor-level': 'NODATA!',
            'flat-top-storey': None, 'flat-storey-count': None, 'main-heating-controls': 2504.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed before 2002',
            'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 5, 'number-heated-rooms': 5,
            'low-energy-lighting': 0, 'number-open-fireplaces': 0,
            'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
            'hot-water-env-eff': 'Very Poor', 'floor-description': 'Solid, no insulation (assumed)',
            'floor-energy-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Average',
            'windows-env-eff': 'Average', 'walls-description': 'System built, as built, no insulation (assumed)',
            'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor', 'secondheat-description': 'None',
            'roof-description': 'Pitched, 200 mm loft insulation', 'roof-energy-eff': 'Good', 'roof-env-eff': 'Good',
            'mainheat-description': 'Warm air, Electricaire', 'mainheat-energy-eff': 'Very Poor',
            'mainheat-env-eff': 'Very Poor', 'mainheatcont-description': 'Programmer and room thermostat',
            'mainheatc-energy-eff': 'Average', 'mainheatc-env-eff': 'Average',
            'lighting-description': 'No low energy lighting', 'lighting-energy-eff': 'Very Poor',
            'lighting-env-eff': 'Very Poor', 'main-fuel': 'electricity (not community)', 'wind-turbine-count': 0,
            'heat-loss-corridor': 'NO DATA!', 'unheated-corridor-length': None, 'floor-height': 2.5,
            'photo-supply': 50.0, 'solar-water-heating-flag': None, 'mechanical-ventilation': 'natural',
            'address': '16, Woodside', 'local-authority-label': 'Wolverhampton',
            'constituency-label': 'Wolverhampton North East', 'posttown': 'WOLVERHAMPTON',
            'construction-age-band': 'England and Wales: 1967-1975', 'lodgement-datetime': '2014-05-02 14:59:33',
            'tenure': 'owner-occupied', 'fixed-lighting-outlets-count': 20.0, 'low-energy-fixed-light-count': 0.0,
            'uprn': 100071209105, 'uprn-source': 'Address Matched', 'sheating-energy-eff': None,
            'sheating-env-eff': None
        },
        "heating_measure_types": [
            'air_source_heat_pump',
            'high_heat_retention_storage_heaters'
        ],
        "notes": "The property has warm air electricaire heating, so we recommend ASHP and HHR"
    },
    {
        "epc": {
            'lmk-key': '272170070262009042917361440218801', 'address1': '52, Chiswick Walk', 'address2': None,
            'address3': None, 'postcode': 'B37 6TA', 'building-reference-number': 479790668,
            'current-energy-rating': 'F', 'potential-energy-rating': 'E', 'current-energy-efficiency': 31,
            'potential-energy-efficiency': 50, 'property-type': 'Flat', 'built-form': 'End-Terrace',
            'inspection-date': '2009-04-29', 'local-authority': 'E08000029', 'constituency': 'E14000812',
            'county': None,
            'lodgement-date': '2009-04-29', 'transaction-type': 'marketed sale', 'environment-impact-current': 37,
            'environment-impact-potential': 42, 'energy-consumption-current': 548, 'energy-consumption-potential': 459,
            'co2-emissions-current': 5.8, 'co2-emiss-curr-per-floor-area': 89, 'co2-emissions-potential': 5.0,
            'lighting-cost-current': 60, 'lighting-cost-potential': 30, 'heating-cost-current': 751,
            'heating-cost-potential': 601, 'hot-water-cost-current': 239, 'hot-water-cost-potential': 129,
            'total-floor-area': 65.04, 'energy-tariff': 'Single', 'mains-gas-flag': 'Y', 'floor-level': '1st',
            'flat-top-storey': 'Y', 'flat-storey-count': 1.0, 'main-heating-controls': 2504.0,
            'multi-glaze-proportion': 100.0, 'glazed-type': 'double glazing installed during or after 2002',
            'glazed-area': 'Normal', 'extension-count': 0, 'number-habitable-rooms': 3, 'number-heated-rooms': 2,
            'low-energy-lighting': 0, 'number-open-fireplaces': 0,
            'hotwater-description': 'Electric immersion, standard tariff', 'hot-water-energy-eff': 'Very Poor',
            'hot-water-env-eff': 'Poor', 'floor-description': 'To external air, no insulation (assumed)',
            'floor-energy-eff': None, 'windows-description': 'Fully double glazed', 'windows-energy-eff': 'Good',
            'windows-env-eff': 'Good', 'walls-description': 'System built, as built, no insulation (assumed)',
            'walls-energy-eff': 'Very Poor', 'walls-env-eff': 'Very Poor',
            'secondheat-description': 'Portable electric heaters',
            'roof-description': 'Pitched, limited insulation (assumed)', 'roof-energy-eff': 'Very Poor',
            'roof-env-eff': 'Very Poor', 'mainheat-description': 'Warm air, mains gas', 'mainheat-energy-eff': 'Good',
            'mainheat-env-eff': 'Good', 'mainheatcont-description': 'Programmer and room thermostat',
            'mainheatc-energy-eff': 'Average', 'mainheatc-env-eff': 'Average',
            'lighting-description': 'No low energy lighting', 'lighting-energy-eff': 'Very Poor',
            'lighting-env-eff': 'Very Poor',
            'main-fuel': 'mains gas - this is for backwards compatibility only and should not be used',
            'wind-turbine-count': 0, 'heat-loss-corridor': 'unheated corridor', 'unheated-corridor-length': 5.63,
            'floor-height': 2.32, 'photo-supply': 0.0, 'solar-water-heating-flag': 'N',
            'mechanical-ventilation': 'natural', 'address': '52, Chiswick Walk', 'local-authority-label': 'Solihull',
            'constituency-label': 'Meriden', 'posttown': 'BIRMINGHAM',
            'construction-age-band': 'England and Wales: 1967-1975', 'lodgement-datetime': '2009-04-29 17:36:14',
            'tenure': 'owner-occupied', 'fixed-lighting-outlets-count': None, 'low-energy-fixed-light-count': None,
            'uprn': 100070955137, 'uprn-source': 'Address Matched', 'sheating-energy-eff': None,
            'sheating-env-eff': None
        },
        "heating_measure_types": [
        ],
        "notes": "This property has warm air mains gas heating; we recommend no heating upgrades as the efficiency is"
                 "good"
    }
]
