From 75a358ff4ccdd91119b423481de69bf4c4a789f3 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Tue, 1 Aug 2023 14:26:49 +0100 Subject: [PATCH] updating EpcClean to use inside of the backend lambda and pushing property targets to database --- backend/Property.py | 34 +- .../app/db/functions/property_functions.py | 27 +- backend/app/db/models/portfolio.py | 2 +- backend/app/plan/router.py | 84 +- backend/app/plan/temp_cleaned_data.py | 3615 ----------------- model_data/EpcClean.py | 56 +- 6 files changed, 140 insertions(+), 3678 deletions(-) delete mode 100644 backend/app/plan/temp_cleaned_data.py diff --git a/backend/Property.py b/backend/Property.py index aee51f44..d836ad70 100644 --- a/backend/Property.py +++ b/backend/Property.py @@ -44,6 +44,9 @@ class Property(BaseUtility): self.solar_pv = None self.solar_hot_water = None self.wind_turbine = None + self.number_of_open_fireplaces = None + self.number_of_extensions = None + self.number_of_storeys = None if epc_client: self.epc_client = epc_client @@ -181,6 +184,30 @@ class Property(BaseUtility): "wind_turbine": wind_turbine_count, } + def set_property_counts(self): + + """ + For EPC fields that are just counts, we'll set them here + These are fields that are integers but may contain additional values such as "" so we can't do a direct + conversion straight to an integer + :return: + """ + + fields = { + "number_of_open_fireplaces": "number-open-fireplaces", + "number_of_extensions": "extension-count", + "number_of_storeys": "flat-storey-count", + } + + for attribute, epc_field in fields.items(): + value = self.data["extension-count"] + if value == "" or value in self.DATA_ANOMALY_MATCHES: + value = 0 + else: + value = int(value) + + setattr(self, attribute, value) + def get_components(self, cleaned): """ Given the cleaning that has been performed, we'll use this to identify the property @@ -200,11 +227,16 @@ class Property(BaseUtility): self.set_solar_pv() self.set_solar_hot_water() self.set_wind_turbine() + self.set_property_counts() for description, attribute in cleaned.items(): if self.data[description] in self.DATA_ANOMALY_MATCHES: - setattr(self, self.ATTRIBUTE_MAP[description], {"original_description": self.data[description]}) + setattr( + self, + self.ATTRIBUTE_MAP[description], + {"original_description": self.data[description], "clean_description": self.data[description]} + ) continue attributes = [ diff --git a/backend/app/db/functions/property_functions.py b/backend/app/db/functions/property_functions.py index 499b66b5..4e214dcf 100644 --- a/backend/app/db/functions/property_functions.py +++ b/backend/app/db/functions/property_functions.py @@ -3,7 +3,7 @@ ### import datetime from sqlalchemy.orm import sessionmaker -from backend.app.db.models.portfolio import PropertyModel, PropertyCreationStatus, PortfolioStatus +from backend.app.db.models.portfolio import PropertyModel, PropertyCreationStatus, PortfolioStatus, PropertyTargetsModel from backend.app.db.connection import db_engine from sqlalchemy.orm.exc import NoResultFound @@ -57,3 +57,28 @@ def create_property(portfolio_id: int, address: str, postcode: str) -> (int, boo session.commit() return new_property.id, True + + +def create_property_targets(property_id: int, portfolio_id: int, epc_target=None, heat_demand_target=None): + """ + This function will create a record for the property targets in the database if it does not exist. + :param property_id: The ID of the property the targets belong to + :param portfolio_id: The ID of the portfolio the property belongs to + :param epc_target: Goal EPC value for the property + :param heat_demand_target: Heat demand target for the property in kwh/m^2/year + :return: + """ + Session = sessionmaker(bind=db_engine) + now = datetime.datetime.now() + with Session() as session: + new_target = PropertyTargetsModel( + property_id=property_id, + portfolio_id=portfolio_id, + created_at=now, + epc=epc_target, + heat_demand=heat_demand_target + ) + session.add(new_target) + session.commit() + + return True diff --git a/backend/app/db/models/portfolio.py b/backend/app/db/models/portfolio.py index 88da3c2f..c6a41cbc 100644 --- a/backend/app/db/models/portfolio.py +++ b/backend/app/db/models/portfolio.py @@ -143,7 +143,7 @@ class PropertyDetailsMeter(Base): meter_reading_gas = Column(Float) -class PropertyTargets(Base): +class PropertyTargetsModel(Base): __tablename__ = 'property_targets' id = Column(Integer, primary_key=True, autoincrement=True) property_id = Column(Integer, ForeignKey('property.id'), nullable=False) diff --git a/backend/app/plan/router.py b/backend/app/plan/router.py index 91bbbf7c..d63ffed7 100644 --- a/backend/app/plan/router.py +++ b/backend/app/plan/router.py @@ -10,12 +10,12 @@ from utils.logger import setup_logger from recommendations.FloorRecommendations import FloorRecommendations from recommendations.WallRecommendations import WallRecommendations from utils.uvalue_estimates import classify_decile_newvalues +from model_data.EpcClean import EpcClean # database interaction functions -from backend.app.db.functions.property_functions import create_property +from backend.app.db.functions.property_functions import create_property, create_property_targets # TODO: This is placeholder until data is stored in DB -from backend.app.plan.temp_cleaned_data import cleaned from backend.app.plan.uvalue_estimates_walls import uvalue_estimates_walls from backend.app.plan.uvalue_estimates_floors import uvalue_estimates_floors @@ -94,14 +94,12 @@ async def trigger_plan(body: PlanTriggerRequest): if not is_new: continue - # TODO: push property targets # TODO: Need to add heat demand target - property_targets = { - "property_id": property_id, - "portfolio_id": body.portfolio_id, - "created_at": datetime.datetime.now(), - "epc": body.goal_value, - } + create_property_targets( + property_id=property_id, + portfolio_id=body.portfolio_id, + epc_target=body.goal_value, + ) input_properties.append( Property( @@ -130,6 +128,9 @@ async def trigger_plan(body: PlanTriggerRequest): ) p.set_is_in_conservation_area(in_conservation_area) + cleaner = EpcClean(data=[x.data for x in input_properties]) + cleaner.clean() + logger.info("Getting components and properties recommendations") recommendations = [] for property_id, p in enumerate(input_properties): @@ -141,7 +142,7 @@ async def trigger_plan(body: PlanTriggerRequest): )[0] # Property recommendations - p.get_components(cleaned) + p.get_components(cleaner.cleaned) # This is placeholder, until the full dataset is loaded into the database and we just make a read to the # database @@ -228,37 +229,40 @@ async def trigger_plan(body: PlanTriggerRequest): property_data = clean_upload_data(property_data, to_clean_values=p.DATA_ANOMALY_MATCHES) - rating_lookup = { - "Very Good": 5, - "Good": 4, - "Average": 3, - "Poor": 2, - "Very Poor": 1, - "N/A": None - } + def prepare_rating(field): + rating_lookup = { + "Very Good": 5, + "Good": 4, + "Average": 3, + "Poor": 2, + "Very Poor": 1, + "N/A": None, + } + + return rating_lookup[field] if field not in p.DATA_ANOMALY_MATCHES else None property_details_epc = { "property_id": p.id, "portfolio_id": body.portfolio_id, "full_address": p.data["address"], "total_floor_area": float(p.data["total-floor-area"]), - "walls": p.walls["cleaned_description"], - "walls_rating": rating_lookup[p.data["walls-energy-eff"]], - "roof": p.roof["cleaned_description"], - "roof_rating": rating_lookup[p.data["roof-energy-eff"]], - "floor": p.floor["cleaned_description"], - "floor_rating": rating_lookup[p.data["floor-energy-eff"]], - "windows": p.windows["cleaned_description"], - "windows_rating": rating_lookup[p.data["windows-energy-eff"]], - "heating": p.main_heating["cleaned_description"], - "heating_rating": rating_lookup[p.data["mainheat-energy-eff"]], - "heating_controls": p.main_heating_controls["cleaned_description"], - "heating_controls_rating": rating_lookup[p.data["mainheatc-energy-eff"]], - "hot_water": p.hotwater["cleaned_description"], - "hot_water_rating": rating_lookup[p.data["hot-water-energy-eff"]], - "lighting": p.lighting["cleaned_description"], - "lighting_rating": rating_lookup[p.data["lighting-energy-eff"]], - "mainfuel": p.main_fuel["cleaned_description"], + "walls": p.walls["clean_description"], + "walls_rating": prepare_rating(p.data["walls-energy-eff"]), + "roof": p.roof["clean_description"], + "roof_rating": prepare_rating(p.data["roof-energy-eff"]), + "floor": p.floor["clean_description"], + "floor_rating": prepare_rating(p.data["floor-energy-eff"]), + "windows": p.windows["clean_description"], + "windows_rating": prepare_rating(p.data["windows-energy-eff"]), + "heating": p.main_heating["clean_description"], + "heating_rating": prepare_rating(p.data["mainheat-energy-eff"]), + "heating_controls": p.main_heating_controls["clean_description"], + "heating_controls_rating": prepare_rating(p.data["mainheatc-energy-eff"]), + "hot_water": p.hotwater["clean_description"], + "hot_water_rating": prepare_rating(p.data["hot-water-energy-eff"]), + "lighting": p.lighting["clean_description"], + "lighting_rating": prepare_rating(p.data["lighting-energy-eff"]), + "mainfuel": p.main_fuel["clean_description"], "ventilation": p.ventilation["ventilation"], "solar_pv": p.solar_pv["solar_pv"], "solar_hot_water": p.solar_hot_water["solar_hot_water"], @@ -266,13 +270,13 @@ async def trigger_plan(body: PlanTriggerRequest): "floor_height": p.data["floor-height"], "heat_loss_corridor": p.data["heat-loss-corridor"], "unheated_corridor_length": p.data["unheated-corridor-length"], - "number_of_open_fireplaces": int(p.data["number-open-fireplaces"]), - "number_of_extensions": int(p.data["extension-count"]), - "number_of_storeys": int(p.data["flat-storey-count"]), + "number_of_open_fireplaces": p.number_of_open_fireplaces, + "number_of_extensions": p.number_of_extensions, + "number_of_storeys": p.number_of_storeys, "mains_gas": p.data["mains-gas-flag"], "energy_tarrif": p.data["energy-tariff"], - "primary_energy_consumption": p.energy["primary-energy-consumption"], - "co2_emissions": p.energy["co2-emissions"], + "primary_energy_consumption": p.energy["primary_energy_consumption"], + "co2_emissions": p.energy["co2_emissions"], } return {"recommendations": recommendations} diff --git a/backend/app/plan/temp_cleaned_data.py b/backend/app/plan/temp_cleaned_data.py deleted file mode 100644 index 93956613..00000000 --- a/backend/app/plan/temp_cleaned_data.py +++ /dev/null @@ -1,3615 +0,0 @@ -cleaned = {'floor-description': [ - {'original_description': 'Solid, limited insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': False, 'is_to_external_air': False, - 'is_suspended': False, 'is_solid': True, 'another_property_below': False, 'insulation_thickness': 'below average'}, - {'original_description': 'Solid, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': False, 'is_to_external_air': False, - 'is_suspended': False, 'is_solid': True, 'another_property_below': False, 'insulation_thickness': 'average'}, - {'original_description': 'Solid, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': False, 'is_to_external_air': False, - 'is_suspended': False, 'is_solid': True, 'another_property_below': False, 'insulation_thickness': 'none'}, - {'original_description': 'Average thermal transmittance 0.13 W/m-¦K', 'thermal_transmittance': 0.13, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, {'original_description': '(other premises below)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, - 'is_to_unheated_space': False, 'is_to_external_air': False, 'is_suspended': False, - 'is_solid': False, 'another_property_below': True, 'insulation_thickness': None}, - {'original_description': 'Suspended, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': False, 'is_to_external_air': False, - 'is_suspended': True, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'none'}, - {'original_description': '(another dwelling below)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.23 W/m-¦K', 'thermal_transmittance': 0.23, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.07 W/m-¦K', 'thermal_transmittance': 0.07, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'To unheated space, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': True, 'is_to_external_air': False, - 'is_suspended': False, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'average'}, - {'original_description': 'To external air, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': False, 'is_to_external_air': True, - 'is_suspended': False, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'average'}, - {'original_description': 'Average thermal transmittance 0.19 W/m-¦K', 'thermal_transmittance': 0.19, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.14 W/m-¦K', 'thermal_transmittance': 0.14, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'To unheated space, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': True, 'is_to_external_air': False, - 'is_suspended': False, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'none'}, - {'original_description': 'Suspended, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': False, 'is_to_external_air': False, - 'is_suspended': True, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'average'}, - {'original_description': 'To unheated space, limited insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': True, 'is_to_external_air': False, - 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': 'below average'}, - {'original_description': 'To external air, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': False, 'is_to_external_air': True, - 'is_suspended': False, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'none'}, - {'original_description': 'To external air, limited insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': False, 'is_to_external_air': True, - 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': 'below average'}, - {'original_description': 'Average thermal transmittance 0.11 W/m-¦K', 'thermal_transmittance': 0.11, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.15 W/m-¦K', 'thermal_transmittance': 0.15, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.12 W/m-¦K', 'thermal_transmittance': 0.12, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.08 W/m-¦K', 'thermal_transmittance': 0.08, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.10 W/m-¦K', 'thermal_transmittance': 0.1, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.18 W/m-¦K', 'thermal_transmittance': 0.18, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.16 W/m-¦K', 'thermal_transmittance': 0.16, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Suspended, limited insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': False, 'is_to_external_air': False, - 'is_suspended': True, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'below average'}, - {'original_description': 'Average thermal transmittance 0.24 W/m-¦K', 'thermal_transmittance': 0.24, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Suspended, insulated', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_assumed': False, 'is_to_unheated_space': False, 'is_to_external_air': False, 'is_suspended': True, - 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'average'}, - {'original_description': 'Average thermal transmittance 0.20 W/m-¦K', 'thermal_transmittance': 0.2, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Solid, insulated', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_assumed': False, 'is_to_unheated_space': False, 'is_to_external_air': False, 'is_suspended': False, - 'is_solid': True, 'another_property_below': False, 'insulation_thickness': 'average'}, - {'original_description': 'Average thermal transmittance 0.17 W/m-¦K', 'thermal_transmittance': 0.17, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.22 W/m-¦K', 'thermal_transmittance': 0.22, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.28 W/m-¦K', 'thermal_transmittance': 0.28, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.55 W/m-¦K', 'thermal_transmittance': 0.55, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.25 W/m-¦K', 'thermal_transmittance': 0.25, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.26 W/m-¦K', 'thermal_transmittance': 0.26, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.06 W/m-¦K', 'thermal_transmittance': 0.06, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'To unheated space, insulated', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': True, 'is_to_external_air': False, - 'is_suspended': False, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'average'}, - {'original_description': 'Average thermal transmittance 0.31 W/m-¦K', 'thermal_transmittance': 0.31, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.20 W/m-¦K', 'thermal_transmittance': 1.2, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.21 W/m-¦K', 'thermal_transmittance': 0.21, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.33 W/m-¦K', 'thermal_transmittance': 0.33, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.51 W/m-¦K', 'thermal_transmittance': 0.51, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.09 W/m-¦K', 'thermal_transmittance': 0.09, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.05 W/m-¦K', 'thermal_transmittance': 0.05, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.47 W/m-¦K', 'thermal_transmittance': 0.47, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.80 W/m-¦K', 'thermal_transmittance': 0.8, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.19 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.25 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.23 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.70 W/m-¦K', 'thermal_transmittance': 0.7, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'To unheated space, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': True, 'is_to_unheated_space': True, 'is_to_external_air': False, - 'is_suspended': False, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'none'}, - {'original_description': 'Average thermal transmittance 0.67 W/m-¦K', 'thermal_transmittance': 0.67, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.05 W/m-¦K', 'thermal_transmittance': 1.05, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.95 W/m-¦K', 'thermal_transmittance': 0.95, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.29 W/m-¦K', 'thermal_transmittance': 0.29, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.72 W/m-¦K', 'thermal_transmittance': 0.72, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.50 W/m-¦K', 'thermal_transmittance': 0.5, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.27 W/m-¦K', 'thermal_transmittance': 0.27, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.41 W/m-¦K', 'thermal_transmittance': 0.41, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.35 W/m-¦K', 'thermal_transmittance': 0.35, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.66 W/m-¦K', 'thermal_transmittance': 0.66, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.30 W/m-¦K', 'thermal_transmittance': 0.3, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.58 W/m-¦K', 'thermal_transmittance': 0.58, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.60 W/m-¦K', 'thermal_transmittance': 0.6, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.32 W/m-¦K', 'thermal_transmittance': 0.32, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.48 W/m-¦K', 'thermal_transmittance': 0.48, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'To external air, insulated', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, 'is_to_external_air': True, - 'is_suspended': False, 'is_solid': False, 'another_property_below': False, 'insulation_thickness': 'average'}, - {'original_description': 'Average thermal transmittance 0.46 W/m-¦K', 'thermal_transmittance': 0.46, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.38 W/m-¦K', 'thermal_transmittance': 0.38, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.36 W/m-¦K', 'thermal_transmittance': 0.36, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.69 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.02 W/m-¦K', 'thermal_transmittance': 1.02, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.34 W/m-¦K', 'thermal_transmittance': 0.34, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.43 W/m-¦K', 'thermal_transmittance': 0.43, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.40 W/m-¦K', 'thermal_transmittance': 0.4, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.76 W/m-¦K', 'thermal_transmittance': 0.76, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.13 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.16 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.86 W/m-¦K', 'thermal_transmittance': 0.86, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.56 W/m-¦K', 'thermal_transmittance': 0.56, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.53 W/m-¦K', 'thermal_transmittance': 0.53, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.98 W/m-¦K', 'thermal_transmittance': 0.98, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.44 W/m-¦K', 'thermal_transmittance': 0.44, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.45 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.09 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.68 W/m-¦K', 'thermal_transmittance': 0.68, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, {'original_description': 'Conservatory', 'no_data': True}, - {'original_description': 'Average thermal transmittance 0.59 W/m-¦K', 'thermal_transmittance': 0.59, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.49 W/m-¦K', 'thermal_transmittance': 0.49, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.17 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.42 W/m-¦K', 'thermal_transmittance': 0.42, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.11 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.52 W/m-¦K', 'thermal_transmittance': 0.52, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.57 W/m-¦K', 'thermal_transmittance': 0.57, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.27 W/m-¦K', 'thermal_transmittance': 1.27, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.30 W/m-¦K', 'thermal_transmittance': 1.3, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.00 W/m-¦K', 'thermal_transmittance': 1.0, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.45 W/m-¦K', 'thermal_transmittance': 0.45, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.75 W/m-¦K', 'thermal_transmittance': 0.75, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.63 W/m-¦K', 'thermal_transmittance': 0.63, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.94 W/m-¦K', 'thermal_transmittance': 0.94, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.26 W/m-¦K', 'thermal_transmittance': 1.26, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.93 W/m-¦K', 'thermal_transmittance': 0.93, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.08 W/m-¦K', 'thermal_transmittance': 1.08, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.1 W/m-¦K', 'thermal_transmittance': 0.1, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.2 W/m-¦K', 'thermal_transmittance': 0.2, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.10 W/m-¦K', 'thermal_transmittance': 1.1, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.39 W/m-¦K', 'thermal_transmittance': 0.39, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.04 W/m-¦K', 'thermal_transmittance': 0.04, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.01 W/m-¦K', 'thermal_transmittance': 0.01, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.54 W/m-¦K', 'thermal_transmittance': 0.54, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.10 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.12 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.87 W/m-¦K', 'thermal_transmittance': 0.87, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.14 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.21 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.13 W/m-¦K', 'thermal_transmittance': 1.13, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.74 W/m-¦K', 'thermal_transmittance': 0.74, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.73 W/m-¦K', 'thermal_transmittance': 0.73, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_assumed': False, 'is_to_unheated_space': False, - 'is_to_external_air': False, 'is_suspended': False, 'is_solid': False, 'another_property_below': False, - 'insulation_thickness': None}], 'hotwater-description': [ - {'original_description': 'From main system', 'heater_type': None, 'system_type': 'from main system', - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'Electric immersion, standard tariff', 'heater_type': 'electric immersion', - 'system_type': None, 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, - 'tariff_type': 'standard tariff', 'extra_features': None, 'chp_systems': None, 'distribution_system': None, - 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Electric immersion, off-peak', 'heater_type': 'electric immersion', 'system_type': None, - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': 'off-peak', - 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'Electric instantaneous at point of use', 'heater_type': 'electric instantaneous', - 'system_type': None, 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, - 'tariff_type': None, 'extra_features': None, 'chp_systems': None, 'distribution_system': None, - 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Community scheme', 'heater_type': None, 'system_type': 'community scheme', - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'No system present: electric immersion assumed', 'heater_type': 'electric immersion', - 'system_type': None, 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, - 'tariff_type': None, 'extra_features': None, 'chp_systems': None, 'distribution_system': None, - 'no_system_present': 'no system present', 'appliance': None, 'assumed': True}, - {'original_description': 'From main system, no cylinder thermostat', 'heater_type': None, - 'system_type': 'from main system', 'thermostat_characteristics': 'no cylinder thermostat', 'heating_scope': None, - 'energy_recovery': None, 'tariff_type': None, 'extra_features': None, 'chp_systems': None, - 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Community scheme, no cylinder thermostat', 'heater_type': None, - 'system_type': 'community scheme', 'thermostat_characteristics': 'no cylinder thermostat', 'heating_scope': None, - 'energy_recovery': None, 'tariff_type': None, 'extra_features': None, 'chp_systems': None, - 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Electric immersion, off-peak, plus solar', 'heater_type': 'electric immersion', - 'system_type': None, 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, - 'tariff_type': 'off-peak', 'extra_features': 'plus solar', 'chp_systems': None, 'distribution_system': None, - 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Gas instantaneous at point of use', 'heater_type': 'gas instantaneous', - 'system_type': None, 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, - 'tariff_type': None, 'extra_features': None, 'chp_systems': None, 'distribution_system': None, - 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Gas multipoint', 'heater_type': 'gas multipoint', 'system_type': None, - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'From secondary system', 'heater_type': None, 'system_type': 'from secondary system', - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'From main system, plus solar', 'heater_type': None, 'system_type': 'from main system', - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': 'plus solar', 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'Electric heat pump for water heating only', 'heater_type': 'electric heat pump', - 'system_type': None, 'thermostat_characteristics': None, 'heating_scope': 'water heating only', - 'energy_recovery': None, 'tariff_type': None, 'extra_features': None, 'chp_systems': None, - 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Community scheme, plus solar', 'heater_type': None, 'system_type': 'community scheme', - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': 'plus solar', 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'From main system, flue gas heat recovery', 'heater_type': None, - 'system_type': 'from main system', 'thermostat_characteristics': None, 'heating_scope': None, - 'energy_recovery': 'flue gas heat recovery', 'tariff_type': None, 'extra_features': None, 'chp_systems': None, - 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Electric immersion, standard tariff, plus solar', 'heater_type': 'electric immersion', - 'system_type': None, 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, - 'tariff_type': 'standard tariff', 'extra_features': 'plus solar', 'chp_systems': None, 'distribution_system': None, - 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Gas boiler/circulator, no cylinder thermostat', 'heater_type': 'gas boiler', - 'system_type': None, 'thermostat_characteristics': 'no cylinder thermostat', 'heating_scope': None, - 'energy_recovery': None, 'tariff_type': None, 'extra_features': None, 'chp_systems': None, - 'distribution_system': 'circulator', 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Electric heat pump for water heating only, no cylinder thermostat', - 'heater_type': 'electric heat pump', 'system_type': None, 'thermostat_characteristics': 'no cylinder thermostat', - 'heating_scope': 'water heating only', 'energy_recovery': None, 'tariff_type': None, 'extra_features': None, - 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Gas boiler/circulator', 'heater_type': 'gas boiler', 'system_type': None, - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': None, 'chp_systems': None, 'distribution_system': 'circulator', 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'Electric immersion, standard tariff, flue gas heat recovery', - 'heater_type': 'electric immersion', 'system_type': None, 'thermostat_characteristics': None, - 'heating_scope': None, 'energy_recovery': 'flue gas heat recovery', 'tariff_type': 'standard tariff', - 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'From main system, plus solar, no cylinder thermostat', 'heater_type': None, - 'system_type': 'from main system', 'thermostat_characteristics': 'no cylinder thermostat', 'heating_scope': None, - 'energy_recovery': None, 'tariff_type': None, 'extra_features': 'plus solar', 'chp_systems': None, - 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'From main system, waste water heat recovery', 'heater_type': None, - 'system_type': 'from main system', 'thermostat_characteristics': None, 'heating_scope': None, - 'energy_recovery': 'waste water heat recovery', 'tariff_type': None, 'extra_features': None, 'chp_systems': None, - 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Electric immersion, standard tariff, waste water heat recovery', - 'heater_type': 'electric immersion', 'system_type': None, 'thermostat_characteristics': None, - 'heating_scope': None, 'energy_recovery': 'waste water heat recovery', 'tariff_type': 'standard tariff', - 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'From second main heating system', 'heater_type': None, - 'system_type': 'from secondary system', 'thermostat_characteristics': None, 'heating_scope': None, - 'energy_recovery': None, 'tariff_type': None, 'extra_features': None, 'chp_systems': None, - 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Community scheme with CHP', 'heater_type': None, 'system_type': 'community scheme', - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': None, 'chp_systems': 'chp', 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}, - {'original_description': 'Gas range cooker', 'heater_type': None, 'system_type': None, - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': 'gas range cooker', 'assumed': False}, - {'original_description': 'Electric instantaneous at point of use, waste water heat recovery', - 'heater_type': 'electric instantaneous', 'system_type': None, 'thermostat_characteristics': None, - 'heating_scope': None, 'energy_recovery': 'waste water heat recovery', 'tariff_type': None, 'extra_features': None, - 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Heat pump, waste water heat recovery', 'heater_type': 'heat pump', 'system_type': None, - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': 'waste water heat recovery', - 'tariff_type': None, 'extra_features': None, 'chp_systems': None, 'distribution_system': None, - 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'From main system, plus solar, flue gas heat recovery', 'heater_type': None, - 'system_type': 'from main system', 'thermostat_characteristics': None, 'heating_scope': None, - 'energy_recovery': 'flue gas heat recovery', 'tariff_type': None, 'extra_features': 'plus solar', - 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Gas boiler/circulator, plus solar', 'heater_type': 'gas boiler', 'system_type': None, - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': 'plus solar', 'chp_systems': None, 'distribution_system': 'circulator', - 'no_system_present': None, 'appliance': None, 'assumed': False}, - {'original_description': 'Electric heat pump', 'heater_type': 'electric heat pump', 'system_type': None, - 'thermostat_characteristics': None, 'heating_scope': None, 'energy_recovery': None, 'tariff_type': None, - 'extra_features': None, 'chp_systems': None, 'distribution_system': None, 'no_system_present': None, - 'appliance': None, 'assumed': False}], 'main-fuel': [ - {'original_description': 'electricity (not community)', 'fuel_type': 'electricity', 'tariff_type': None, - 'is_community': False, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'mains gas (not community)', 'fuel_type': 'mains gas', 'tariff_type': None, - 'is_community': False, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'Gas: mains gas', 'fuel_type': 'mains gas', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'mains gas (community)', 'fuel_type': 'mains gas', 'tariff_type': None, - 'is_community': True, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': '', 'fuel_type': 'unknown', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'electricity (community)', 'fuel_type': 'electricity', 'tariff_type': None, - 'is_community': True, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, { - 'original_description': 'To be used only when there is no heating/hot-water system or data is from a ' - 'community network', - 'fuel_type': 'unknown', 'tariff_type': None, 'is_community': True, - 'no_individual_heating_or_community_network': True, 'complex_fuel_type': None}, - {'original_description': 'Electricity: electricity, unspecified tariff', 'fuel_type': 'electricity', - 'tariff_type': 'unspecified tariff', 'is_community': False, 'no_individual_heating_or_community_network': False, - 'complex_fuel_type': None}, - {'original_description': 'LPG (not community)', 'fuel_type': 'lpg', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'from heat network data (community)', 'fuel_type': 'heat network', 'tariff_type': None, - 'is_community': True, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'biomass (community)', 'fuel_type': 'biomass', 'tariff_type': None, 'is_community': True, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'dual fuel - mineral + wood', 'fuel_type': 'dual fuel mineral wood', 'tariff_type': None, - 'is_community': False, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'mains gas - this is for backwards compatibility only and should not be used', - 'fuel_type': 'mains gas', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'To be used only when there is no heating/hot-water system', 'fuel_type': 'unknown', - 'tariff_type': None, 'is_community': False, 'no_individual_heating_or_community_network': True, - 'complex_fuel_type': None}, - {'original_description': 'NO DATA!', 'fuel_type': 'unknown', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'oil (community)', 'fuel_type': 'oil', 'tariff_type': None, 'is_community': True, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'wood chips', 'fuel_type': 'wood chips', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'LPG (community)', 'fuel_type': 'lpg', 'tariff_type': None, 'is_community': True, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'Oil: heating oil', 'fuel_type': 'oil', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'Gas: bulk LPG', 'fuel_type': 'lpg', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'waste combustion (community)', 'fuel_type': 'waste combustion', 'tariff_type': None, - 'is_community': True, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'bottled LPG', 'fuel_type': 'lpg', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'smokeless coal', 'fuel_type': 'smokeless coal', 'tariff_type': None, - 'is_community': False, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'waste combustion - this is for backwards compatibility only and should not be used', - 'fuel_type': 'waste combustion', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'heat from boilers using biodiesel from any biomass source (community)', - 'fuel_type': 'biodiesel', 'tariff_type': None, 'is_community': True, - 'no_individual_heating_or_community_network': False, - 'complex_fuel_type': 'heat from boilers using biodiesel from any biomass source'}, - {'original_description': 'INVALID!', 'fuel_type': 'unknown', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'anthracite', 'fuel_type': 'anthracite', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'oil (not community)', 'fuel_type': 'oil', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'house coal (not community)', 'fuel_type': 'house coal', 'tariff_type': None, - 'is_community': False, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'biogas (not community)', 'fuel_type': 'biogas', 'tariff_type': None, - 'is_community': False, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'wood logs', 'fuel_type': 'wood logs', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'bulk wood pellets', 'fuel_type': 'wood pellets', 'tariff_type': None, - 'is_community': False, 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}, - {'original_description': 'LPG special condition', 'fuel_type': 'lpg', 'tariff_type': None, 'is_community': False, - 'no_individual_heating_or_community_network': False, 'complex_fuel_type': None}], 'mainheat-description': [ - {'original_description': 'Boiler and radiators, electric', 'has_radiators': True, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Air source heat pump, underfloor, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Boiler and radiators, mains gas', 'has_radiators': True, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric storage heaters', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': True, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Community scheme', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': True, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, electric', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'No system present: electric heaters assumed', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': True, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': True, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric storage heaters, Electric storage heaters', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': True, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric underfloor heating', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Air source heat pump, radiators, electric', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, mains gas, Boiler and underfloor heating, mains gas', - 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Electric ceiling heating, electric', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': True, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and underfloor heating, mains gas', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Room heaters, electric, Room heaters, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric ceiling heating', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': True, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, mains gas, Electric storage heaters', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': True, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Warm air, Electricaire', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': True, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': True, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, mains gas, Electric underfloor heating', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Boiler and underfloor heating, electric, Room heaters, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Boiler and radiators, LPG', 'has_radiators': True, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': True, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and underfloor heating, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Air source heat pump, warm air, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Water source heat pump, radiators, electric', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': True, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric storage heaters, Electric underfloor heating', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': True, - 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Electric storage heaters, radiators', 'has_radiators': True, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': True, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Ground source heat pump, underfloor, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Room heaters, electric, Electric underfloor heating', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Room heaters, mains gas', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Community scheme with CHP, radiators, mains gas', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': True, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric storage heaters, Room heaters, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': True, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and underfloor heating, LPG', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': True, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, { - 'original_description': 'Exhaust air MEV source heat pump, Underfloor heating and radiators, ' - 'pipes in insulated timber floor, electric', - 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': True, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, { - 'original_description': 'Mixed exhaust air source heat pump, Underfloor heating and radiators, ' - 'pipes in insulated timber floor, electric', - 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': True, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Room heaters, dual fuel (mineral and wood)', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': True, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, mains gas, Boiler and radiators, mains gas', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and underfloor heating, mains gas, Boiler and radiators, mains gas', - 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Portable electric heaters assumed for most rooms', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': True, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': True, - 'has_electricaire': False, 'has_assumed_for_most_rooms': True, 'has_underfloor_heating': False}, - {'original_description': 'Electric ceiling heating, Room heaters, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': True, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler & underfloor, mains gas', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Warm air, mains gas', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': True, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Air source heat pump, Underfloor heating, pipes in screed above insulation, electric', - 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': True, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Electric underfloor heating, Boiler and radiators, mains gas', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Boiler & underfloor, electric', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Ground source heat pump, warm air, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, oil', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': True, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, mains gas, Room heaters, mains gas', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, mains gas, Boiler and radiators, wood pellets', - 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': True, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Ground source heat pump, radiators, mains gas', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, smokeless fuel', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': True, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Air source heat pump, fan coil units, electric', 'has_radiators': False, - 'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Ground source heat pump, radiators, electric', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Air source heat pump, underfloor, electric, Air source heat pump, radiators, electric', - 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Ground source heat pump, underfloor, mains gas', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, { - 'original_description': 'Air source heat pump, Underfloor heating and radiators, pipes in insulated timber ' - 'floor, electric', - 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': True, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Air source heat pump , electric', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': True, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, mains gas, Room heaters, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler, mains gas', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric underfloor heating, Room heaters, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Boiler & underfloor, mains gas, , electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Room heaters, anthracite', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': True, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, mains gas, Room heaters, smokeless fuel', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': True, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and underfloor heating, mains gas, Boiler and underfloor heating, mains gas', - 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Air source heat pump, Underfloor heating, pipes in insulated timber floor, electric', - 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': True, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Air source heat pump, Underfloor heating, pipes in concrete slab, electric', - 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': True, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Boiler and radiators, mains gas, Room heaters, electric', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, electric, Room heaters, mains gas', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Community scheme, Room heaters, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': True, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, { - 'original_description': 'Air source heat pump fan coil units, electric, Electric underfloor heating, ' - 'underfloor, electric', - 'has_radiators': False, 'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Air source heat pump fan coil units, electric', 'has_radiators': False, - 'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, coal', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': True, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, ', 'has_radiators': True, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and underfloor heating, mains gas, Electric underfloor heating', - 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Room heaters, wood logs', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': True, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': True, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, mains gas, Air source heat pump, warm air, electric', - 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Water source heat pump, warm air, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': True, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, { - 'original_description': 'Air source heat pump, Underfloor heating and radiators, pipes in screed above ' - 'insulation, electric', - 'has_radiators': True, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': True, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Ground source heat pump, Underfloor heating, pipes in screed above insulation, electric', - 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': True, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': True, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Boiler and radiators, wood pellets', 'has_radiators': True, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': True, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Air source heat pump, warm air, electric, Electric storage heaters', - 'has_radiators': False, 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': True, - 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric ceiling heating, Electric storage heaters', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': True, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': True, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, electric, Electric storage heaters', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': True, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric underfloor heating, Electric ceiling heating', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': True, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Air source heat pump, warm air, electric, Room heaters, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Warm air, Electricaire, Room heaters, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': True, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': True, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, oil', 'has_radiators': True, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': True, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric ceiling heating, electric, Electric underfloor heating', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': True, 'has_electric_ceiling_heating': True, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Water source heat pump, underfloor, electric', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': True, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': True}, - {'original_description': 'Air source heat pump, Systems with radiators, electric', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Electric heat pumps, electric', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': True, 'has_micro-cogeneration': False, - 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Room heaters, coal, Room heaters, mains gas', 'has_radiators': False, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': True, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Air source heat pump, Fan coil units, electric', 'has_radiators': False, - 'has_fan_coil_units': True, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': False, - 'has_air_source_heat_pump': True, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': False, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, mains gas, Room heaters, mains gas', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': True, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, mains gas, Boiler and radiators, electric', 'has_radiators': True, - 'has_fan_coil_units': False, 'has_pipes_in_screed_above_insulation': False, - 'has_pipes_in_insulated_timber_floor': False, 'has_pipes_in_concrete_slab': False, 'has_boiler': True, - 'has_air_source_heat_pump': False, 'has_room_heaters': False, 'has_electric_storage_heaters': False, - 'has_warm_air': False, 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, - 'has_community_scheme': False, 'has_ground_source_heat_pump': False, 'has_no_system_present': False, - 'has_portable_electric_heaters': False, 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, - 'has_micro-cogeneration': False, 'has_electric': True, 'has_mains_gas': True, 'has_wood_logs': False, - 'has_LPG': False, 'has_coal': False, 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, - 'has_dual_fuel_mineral_and_wood': False, 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, - 'has_electricaire': False, 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Micro-cogeneration, mains gas', 'has_radiators': False, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': False, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': True, - 'has_electric': False, 'has_mains_gas': True, 'has_wood_logs': False, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}, - {'original_description': 'Boiler and radiators, wood logs', 'has_radiators': True, 'has_fan_coil_units': False, - 'has_pipes_in_screed_above_insulation': False, 'has_pipes_in_insulated_timber_floor': False, - 'has_pipes_in_concrete_slab': False, 'has_boiler': True, 'has_air_source_heat_pump': False, - 'has_room_heaters': False, 'has_electric_storage_heaters': False, 'has_warm_air': False, - 'has_electric_underfloor_heating': False, 'has_electric_ceiling_heating': False, 'has_community_scheme': False, - 'has_ground_source_heat_pump': False, 'has_no_system_present': False, 'has_portable_electric_heaters': False, - 'has_water_source_heat_pump': False, 'has_electric_heat_pumps': False, 'has_micro-cogeneration': False, - 'has_electric': False, 'has_mains_gas': False, 'has_wood_logs': True, 'has_LPG': False, 'has_coal': False, - 'has_oil': False, 'has_wood_pellets': False, 'has_anthracite': False, 'has_dual_fuel_mineral_and_wood': False, - 'has_smokeless_fuel': False, 'has_lpg': False, 'has_assumed': False, 'has_electricaire': False, - 'has_assumed_for_most_rooms': False, 'has_underfloor_heating': False}], 'mainheatcont-description': [ - {'original_description': 'Programmer, room thermostat and TRVs', 'thermostatic_control': 'room thermostat', - 'charging_system': None, 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': 'trvs'}, - {'original_description': 'Time and temperature zone control', - 'thermostatic_control': 'time and temperature zone control', 'charging_system': None, 'switch_system': None, - 'no_control': None, 'dhw_control': None, 'community_heating': None, 'multiple_room_thermostats': False, - 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Programmer and room thermostat', 'thermostatic_control': 'room thermostat', - 'charging_system': None, 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Programmer, no room thermostat', 'thermostatic_control': 'room thermostat', - 'charging_system': None, 'switch_system': 'programmer', 'no_control': 'no room thermostat', 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Manual charge control', 'thermostatic_control': None, - 'charging_system': 'manual charge control', 'switch_system': None, 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Programmer, TRVs and bypass', 'thermostatic_control': None, 'charging_system': None, - 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': 'bypass', 'trvs': 'trvs'}, - {'original_description': 'Flat rate charging, programmer and TRVs', 'thermostatic_control': None, - 'charging_system': 'flat rate charging', 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': 'trvs'}, - {'original_description': 'Room thermostat only', 'thermostatic_control': 'room thermostat', 'charging_system': None, - 'switch_system': None, 'no_control': None, 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'No time or thermostatic control of room temperature', 'thermostatic_control': None, - 'charging_system': None, 'switch_system': None, 'no_control': 'no time or thermostatic control', - 'dhw_control': None, 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, - 'trvs': None}, {'original_description': 'Flat rate charging, programmer and room thermostat', - 'thermostatic_control': 'room thermostat', 'charging_system': 'flat rate charging', - 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, { - 'original_description': 'Charging system linked to use of community heating, programmer and at least two room ' - 'stats', - 'thermostatic_control': None, 'charging_system': 'charging system', 'switch_system': 'programmer', - 'no_control': None, 'dhw_control': None, 'community_heating': 'use of community heating', - 'multiple_room_thermostats': True, 'auxiliary_systems': None, 'trvs': None}, { - 'original_description': 'Charging system linked to use of community heating, programmer and at least two room ' - 'thermostats', - 'thermostatic_control': 'room thermostats', 'charging_system': 'charging system', 'switch_system': 'programmer', - 'no_control': None, 'dhw_control': None, 'community_heating': 'use of community heating', - 'multiple_room_thermostats': True, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Automatic charge control', 'thermostatic_control': None, - 'charging_system': 'automatic charge control', 'switch_system': None, 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Appliance thermostats', 'thermostatic_control': 'appliance thermostats', - 'charging_system': None, 'switch_system': None, 'no_control': None, 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Flat rate charging, room thermostat only', 'thermostatic_control': 'room thermostat', - 'charging_system': 'flat rate charging', 'switch_system': None, 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Charging system linked to use of community heating, programmer and room thermostat', - 'thermostatic_control': 'room thermostat', 'charging_system': 'charging system', 'switch_system': 'programmer', - 'no_control': None, 'dhw_control': None, 'community_heating': 'use of community heating', - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Flat rate charging, programmer and at least two room thermostats', - 'thermostatic_control': 'room thermostats', 'charging_system': 'flat rate charging', 'switch_system': 'programmer', - 'no_control': None, 'dhw_control': None, 'community_heating': None, 'multiple_room_thermostats': True, - 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Flat rate charging, no thermostatic control of room temperature', - 'thermostatic_control': None, 'charging_system': 'flat rate charging', 'switch_system': None, - 'no_control': 'no thermostatic control', 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'TRVs and bypass', 'thermostatic_control': None, 'charging_system': None, - 'switch_system': None, 'no_control': None, 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': 'bypass', 'trvs': 'trvs'}, - {'original_description': 'Charging system linked to use of community heating, programmer and TRVs', - 'thermostatic_control': None, 'charging_system': 'charging system', 'switch_system': 'programmer', - 'no_control': None, 'dhw_control': None, 'community_heating': 'use of community heating', - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': 'trvs'}, - {'original_description': 'No thermostatic control of room temperature', 'thermostatic_control': None, - 'charging_system': None, 'switch_system': None, 'no_control': 'no thermostatic control', 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'None', 'thermostatic_control': None, 'charging_system': None, 'switch_system': None, - 'no_control': 'none', 'dhw_control': None, 'community_heating': None, 'multiple_room_thermostats': False, - 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Programmer and appliance thermostats', 'thermostatic_control': 'appliance thermostats', - 'charging_system': None, 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Controls for high heat retention storage heaters', 'thermostatic_control': None, - 'charging_system': 'high heat retention storage heaters', 'switch_system': None, 'no_control': None, - 'dhw_control': None, 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, - 'trvs': None}, {'original_description': 'Flat rate charging, TRVs', 'thermostatic_control': None, - 'charging_system': 'flat rate charging', 'switch_system': None, 'no_control': None, - 'dhw_control': None, 'community_heating': None, 'multiple_room_thermostats': False, - 'auxiliary_systems': None, 'trvs': 'trvs'}, - {'original_description': 'Charging system linked to use of community heating, room thermostat only', - 'thermostatic_control': 'room thermostat', 'charging_system': 'charging system', 'switch_system': None, - 'no_control': None, 'dhw_control': None, 'community_heating': 'use of community heating', - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Flat rate charging, programmer, no room thermostat', - 'thermostatic_control': 'room thermostat', 'charging_system': 'flat rate charging', 'switch_system': 'programmer', - 'no_control': 'no room thermostat', 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Room thermostats only', 'thermostatic_control': 'room thermostats', - 'charging_system': None, 'switch_system': None, 'no_control': None, 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Charging system linked to use of community heating, TRVs', 'thermostatic_control': None, - 'charging_system': 'charging system', 'switch_system': None, 'no_control': None, 'dhw_control': None, - 'community_heating': 'use of community heating', 'multiple_room_thermostats': False, 'auxiliary_systems': None, - 'trvs': 'trvs'}, - {'original_description': 'Programmer and at least two room thermostats', 'thermostatic_control': 'room thermostats', - 'charging_system': None, 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': True, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Temperature zone control', 'thermostatic_control': 'temperature zone control', - 'charging_system': None, 'switch_system': None, 'no_control': None, 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Programmer and room thermostats', 'thermostatic_control': 'room thermostats', - 'charging_system': None, 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Programmer, TRVs and boiler energy manager', 'thermostatic_control': None, - 'charging_system': None, 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': 'boiler energy manager', - 'trvs': 'trvs'}, {'original_description': 'Celect-type controls', 'thermostatic_control': 'celect-type control', - 'charging_system': None, 'switch_system': None, 'no_control': None, 'dhw_control': None, - 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, - 'trvs': None}, - {'original_description': 'Not relevant (supplies DHW only)', 'thermostatic_control': None, 'charging_system': None, - 'switch_system': None, 'no_control': None, 'dhw_control': 'dhw only', 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Programmer, TRVs and flow switch', 'thermostatic_control': None, 'charging_system': None, - 'switch_system': 'programmer', 'no_control': None, 'dhw_control': None, 'community_heating': None, - 'multiple_room_thermostats': False, 'auxiliary_systems': 'flow switch', 'trvs': 'trvs'}, - {'original_description': '2207 Time and temperature zone control', - 'thermostatic_control': 'time and temperature zone control', 'charging_system': None, 'switch_system': None, - 'no_control': None, 'dhw_control': None, 'community_heating': None, 'multiple_room_thermostats': False, - 'auxiliary_systems': None, 'trvs': None}, - {'original_description': 'Flat rate charging, no thermostatic control', 'thermostatic_control': None, - 'charging_system': 'flat rate charging', 'switch_system': None, 'no_control': 'no thermostatic control', - 'dhw_control': None, 'community_heating': None, 'multiple_room_thermostats': False, 'auxiliary_systems': None, - 'trvs': None}], 'roof-description': [ - {'original_description': 'Flat, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': True, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': True, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'average'}, - {'original_description': 'Pitched, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': True, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'average'}, - {'original_description': 'Pitched, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': True, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'none'}, - {'original_description': 'Pitched, 100 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '100'}, - {'original_description': 'Pitched, 150 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '150'}, - {'original_description': 'Flat, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': True, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': True, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'none'}, - {'original_description': 'Average thermal transmittance 0.18 W/m-¦K', 'thermal_transmittance': 0.18, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, no insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'none'}, - {'original_description': 'Pitched, limited insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': True, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'below average'}, - {'original_description': 'Pitched, 200 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '200'}, {'original_description': '(another dwelling above)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, - 'is_loft': False, 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, - 'is_assumed': False, 'has_dwelling_above': True, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Pitched, 270 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '270'}, - {'original_description': 'Pitched, 50 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '50'}, - {'original_description': 'Pitched, 250 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '250'}, - {'original_description': 'Pitched, insulated at rafters', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': True, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'average'}, - {'original_description': 'Pitched, 300 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '300'}, {'original_description': '(other premises above)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, - 'is_loft': False, 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, - 'is_assumed': False, 'has_dwelling_above': True, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Pitched, 400 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '400'}, - {'original_description': 'Flat, limited insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': True, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': True, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'below average'}, - {'original_description': 'Flat, insulated', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': True, 'is_thatched': False, - 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'average'}, - {'original_description': 'Roof room(s), no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': True, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': True, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'none'}, - {'original_description': 'Average thermal transmittance 0.13 W/m-¦K', 'thermal_transmittance': 0.13, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.20 W/m-¦K', 'thermal_transmittance': 0.2, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, 75 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '75'}, - {'original_description': 'Pitched', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, 'is_thatched': False, - 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, {'original_description': 'Roof room(s), insulated', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': True, - 'is_loft': False, 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, - 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'average'}, - {'original_description': 'Pitched, *** INVALID INPUT Code : 57 *** loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': False, - 'insulation_thickness': None}, - {'original_description': 'Pitched, 12 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '12'}, - {'original_description': 'Average thermal transmittance 0.1 W/m-¦K', 'thermal_transmittance': 0.1, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.11 W/m-¦K', 'thermal_transmittance': 0.11, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.16 W/m-¦K', 'thermal_transmittance': 0.16, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.15 W/m-¦K', 'thermal_transmittance': 0.15, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.08 W/m-¦K', 'thermal_transmittance': 0.08, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Flat, limited insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': True, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'below average'}, - {'original_description': 'Average thermal transmittance 0.12 W/m-¦K', 'thermal_transmittance': 0.12, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Roof room(s), insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': True, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': True, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'average'}, - {'original_description': 'Average thermal transmittance 0.45 W/m-¦K', 'thermal_transmittance': 0.45, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.10 W/m-¦K', 'thermal_transmittance': 0.1, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.2 W/m-¦K', 'thermal_transmittance': 0.2, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, 350 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '350'}, - {'original_description': 'Average thermal transmittance 0.17 W/m-¦K', 'thermal_transmittance': 0.17, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, limited insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'below average'}, - {'original_description': 'Average thermal transmittance 0.19 W/m-¦K', 'thermal_transmittance': 0.19, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.14 W/m-¦K', 'thermal_transmittance': 0.14, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.33 W/m-¦K', 'thermal_transmittance': 0.33, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, 0 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '0'}, - {'original_description': 'Average thermal transmittance 0.21 W/m-¦K', 'thermal_transmittance': 0.21, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, 400+ mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '400+'}, - {'original_description': 'Average thermal transmittance 0.25 W/m-¦K', 'thermal_transmittance': 0.25, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Roof room(s), ceiling insulated', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': True, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'average'}, - {'original_description': 'Roof room(s), limited insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': True, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': True, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'below average'}, - {'original_description': 'Thatched', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, 'is_thatched': True, - 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.09 W/m-¦K', 'thermal_transmittance': 0.09, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, insulated', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_pitched': True, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, 'is_thatched': False, - 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'average'}, - {'original_description': 'Pitched, 25 mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '25'}, - {'original_description': 'Average thermal transmittance 0.43 W/m-¦K', 'thermal_transmittance': 0.43, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.18 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Thatched, with additional insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': True, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'above average'}, - {'original_description': 'Average thermal transmittance 0.34 W/m-¦K', 'thermal_transmittance': 0.34, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.28 W/m-¦K', 'thermal_transmittance': 0.28, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.31 W/m-¦K', 'thermal_transmittance': 0.31, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.27 W/m-¦K', 'thermal_transmittance': 0.27, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Pitched, 150mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '150'}, - {'original_description': 'Flat, no insulation', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': True, 'is_thatched': False, - 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'none'}, - {'original_description': 'Average thermal transmittance 0.15 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 2.3 W/m-¦K', 'thermal_transmittance': 2.3, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.32 W/m-¦K', 'thermal_transmittance': 0.32, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, 300+ mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '300+'}, - {'original_description': 'Average thermal transmittance 0.30 W/m-¦K', 'thermal_transmittance': 0.3, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.29 W/m-¦K', 'thermal_transmittance': 0.29, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.94 W/m-¦K', 'thermal_transmittance': 0.94, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.24 W/m-¦K', 'thermal_transmittance': 0.24, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.19 W/m-¦K', 'thermal_transmittance': 1.19, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.38 W/m-¦K', 'thermal_transmittance': 0.38, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.23 W/m-¦K', 'thermal_transmittance': 0.23, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.44 W/m-¦K', 'thermal_transmittance': 0.44, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.36 W/m-¦K', 'thermal_transmittance': 0.36, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.22 W/m-¦K', 'thermal_transmittance': 0.22, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.68 W/m-¦K', 'thermal_transmittance': 0.68, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.60 W/m-¦K', 'thermal_transmittance': 1.6, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.26 W/m-¦K', 'thermal_transmittance': 0.26, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.57 W/m-¦K', 'thermal_transmittance': 0.57, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.3 W/m-¦K', 'thermal_transmittance': 0.3, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.07 W/m-¦K', 'thermal_transmittance': 0.07, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.25 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, {'original_description': ''}, - {'original_description': 'Pitched, 250mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '250'}, - {'original_description': 'Average thermal transmittance 0.70 W/m-¦K', 'thermal_transmittance': 0.7, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 2.30 W/m-¦K', 'thermal_transmittance': 2.3, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.13 W/m-¦K', 'thermal_transmittance': 1.13, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.17 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.16 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.96 W/m-¦K', 'thermal_transmittance': 1.96, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, 200mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '200'}, - {'original_description': 'Average thermal transmittance 0.50 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.54 W/m-¦K', 'thermal_transmittance': 0.54, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.06 W/m-¦K', 'thermal_transmittance': 1.06, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.20 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.10 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Pitched, 300+ mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '300+'}, - {'original_description': 'Average thermal transmittance 0.35 W/m-¦K', 'thermal_transmittance': 0.35, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.37 W/m-¦K', 'thermal_transmittance': 0.37, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.42 W/m-¦K', 'thermal_transmittance': 0.42, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.4 W/m-¦K', 'thermal_transmittance': 0.4, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.18 W/m-¦K', 'thermal_transmittance': 1.18, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.56 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.41 W/m-¦K', 'thermal_transmittance': 0.41, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.49 W/m-¦K', 'thermal_transmittance': 0.49, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Pitched, 100mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '100'}, - {'original_description': 'Pitched, 75mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '75'}, - {'original_description': 'Pitched, 50mm loft insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': True, 'is_roof_room': False, 'is_loft': True, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': '50'}, - {'original_description': 'Roof room(s), no insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': True, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': 'none'}, - {'original_description': 'Average thermal transmittance 0.13 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.52 W/m-¦K', 'thermal_transmittance': 0.52, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.84 W/m-¦K', 'thermal_transmittance': 0.84, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Roof room(s)', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_pitched': False, 'is_roof_room': True, 'is_loft': False, 'is_flat': False, 'is_thatched': False, - 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 2.27 W/m-¦K', 'thermal_transmittance': 2.27, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 2.41 W/m-¦K', 'thermal_transmittance': 2.41, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.11 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.05 W/m-¦K', 'thermal_transmittance': 0.05, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.06 W/m-¦K', 'thermal_transmittance': 0.06, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.89 W/m-¦K', 'thermal_transmittance': 0.89, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.14 W/m-¦K', 'thermal_transmittance': 1.14, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.63 W/m-¦K', 'thermal_transmittance': 1.63, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.75 W/m-¦K', 'thermal_transmittance': 1.75, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 1.45 W/m-¦K', 'thermal_transmittance': 1.45, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, - 'is_flat': False, 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, - 'is_valid': True, 'insulation_thickness': None}, - {'original_description': 'Average thermal transmittance 0.14 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_pitched': False, 'is_roof_room': False, 'is_loft': False, 'is_flat': False, - 'is_thatched': False, 'is_at_rafters': False, 'is_assumed': False, 'has_dwelling_above': False, 'is_valid': True, - 'insulation_thickness': None}], 'walls-description': [ - {'original_description': 'Cavity wall, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'System built, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Solid brick, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'none', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Cavity wall, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'none', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Cavity wall, filled cavity', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'is_filled_cavity': True, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.30 W/m-¦K', 'thermal_transmittance': 0.3, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Cavity wall, as built, partial insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'below average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.60 W/m-¦K', 'thermal_transmittance': 0.6, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.52 W/m-¦K', 'thermal_transmittance': 0.52, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.81 W/m-¦K', 'thermal_transmittance': 0.81, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.66 W/m-¦K', 'thermal_transmittance': 0.66, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.58 W/m-¦K', 'thermal_transmittance': 0.58, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.24 W/m-¦K', 'thermal_transmittance': 0.24, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.63 W/m-¦K', 'thermal_transmittance': 0.63, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.83 W/m-¦K', 'thermal_transmittance': 0.83, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.39 W/m-¦K', 'thermal_transmittance': 0.39, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.90 W/m-¦K', 'thermal_transmittance': 0.9, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.79 W/m-¦K', 'thermal_transmittance': 0.79, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.44 W/m-¦K', 'thermal_transmittance': 0.44, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.56 W/m-¦K', 'thermal_transmittance': 0.56, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.67 W/m-¦K', 'thermal_transmittance': 0.67, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.49 W/m-¦K', 'thermal_transmittance': 0.49, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Timber frame, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': True, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'none', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Solid brick, as built, partial insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'below average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Timber frame, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': True, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Solid brick, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'System built, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'none', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Solid brick, with external insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': True, 'internal_insulation': False}, - {'original_description': 'Cavity wall, with external insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': True, 'internal_insulation': False}, - {'original_description': 'System built, with internal insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': True}, - {'original_description': 'Average thermal transmittance 0.15 W/m-¦K', 'thermal_transmittance': 0.15, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.16 W/m-¦K', 'thermal_transmittance': 0.16, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.17 W/m-¦K', 'thermal_transmittance': 0.17, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.13 W/m-¦K', 'thermal_transmittance': 0.13, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.19 W/m-¦K', 'thermal_transmittance': 0.19, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.12 W/m-¦K', 'thermal_transmittance': 0.12, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'System built, with external insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': True, 'internal_insulation': False}, - {'original_description': 'System built, as built, partial insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'below average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.21 W/m-¦K', 'thermal_transmittance': 0.21, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Solid brick, with internal insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': True}, - {'original_description': 'Average thermal transmittance 0.18 W/m-¦K', 'thermal_transmittance': 0.18, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.14 W/m-¦K', 'thermal_transmittance': 0.14, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.20 W/m-¦K', 'thermal_transmittance': 0.2, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.27 W/m-¦K', 'thermal_transmittance': 0.27, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.28 W/m-¦K', 'thermal_transmittance': 0.28, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.22 W/m-¦K', 'thermal_transmittance': 0.22, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.23 W/m-¦K', 'thermal_transmittance': 0.23, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.26 W/m-¦K', 'thermal_transmittance': 0.26, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.29 W/m-¦K', 'thermal_transmittance': 0.29, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.25 W/m-¦K', 'thermal_transmittance': 0.25, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Timber frame, as built, partial insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': True, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'below average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Cavity wall, with internal insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': True}, - {'original_description': 'Cavity wall, filled cavity and internal insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'is_filled_cavity': True, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': True}, - {'original_description': 'Average thermal transmittance 0.11 W/m-¦K', 'thermal_transmittance': 0.11, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.00 W/m-¦K', 'thermal_transmittance': 1.0, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.97 W/m-¦K', 'thermal_transmittance': 0.97, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.96 W/m-¦K', 'thermal_transmittance': 0.96, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.89 W/m-¦K', 'thermal_transmittance': 0.89, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.57 W/m-¦K', 'thermal_transmittance': 0.57, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.53 W/m-¦K', 'thermal_transmittance': 0.53, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.08 W/m-¦K', 'thermal_transmittance': 1.08, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.31 W/m-¦K', 'thermal_transmittance': 0.31, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.35 W/m-¦K', 'thermal_transmittance': 0.35, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.59 W/m-¦K', 'thermal_transmittance': 0.59, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.54 W/m-¦K', 'thermal_transmittance': 0.54, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.43 W/m-¦K', 'thermal_transmittance': 0.43, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.34 W/m-¦K', 'thermal_transmittance': 0.34, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.33 W/m-¦K', 'thermal_transmittance': 0.33, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.71 W/m-¦K', 'thermal_transmittance': 0.71, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.50 W/m-¦K', 'thermal_transmittance': 0.5, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.70 W/m-¦K', 'thermal_transmittance': 0.7, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.64 W/m-¦K', 'thermal_transmittance': 0.64, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.99 W/m-¦K', 'thermal_transmittance': 0.99, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.88 W/m-¦K', 'thermal_transmittance': 0.88, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.38 W/m-¦K', 'thermal_transmittance': 0.38, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.00 W/m-¦K', 'thermal_transmittance': 0.0, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.67 W/m-¦K', 'thermal_transmittance': 1.67, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Sandstone or limestone, as built, partial insulation (assumed)', - 'thermal_transmittance': None, 'thermal_transmittance_unit': None, 'is_cavity_wall': False, - 'is_filled_cavity': False, 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, - 'is_granite_or_whinstone': False, 'is_as_built': True, 'is_cob': False, 'is_assumed': True, - 'is_sandstone_or_limestone': True, 'insulation_thickness': 'below average', 'external_insulation': False, - 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.25 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.06 W/m-¦K', 'thermal_transmittance': 1.06, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.52 W/m-¦K', 'thermal_transmittance': 1.52, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Cavity wall, filled cavity and external insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'is_filled_cavity': True, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': True, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.09 W/m-¦K', 'thermal_transmittance': 0.09, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.35 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.48 W/m-¦K', 'thermal_transmittance': 0.48, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.32 W/m-¦K', 'thermal_transmittance': 0.32, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.27 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.21 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.22 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 2.10 W/m-¦K', 'thermal_transmittance': 2.1, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.14 W/m-¦K', 'thermal_transmittance': 1.14, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Timber frame, with additional insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': True, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'above average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.46 W/m-¦K', 'thermal_transmittance': 0.46, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.95 W/m-¦K', 'thermal_transmittance': 0.95, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.78 W/m-¦K', 'thermal_transmittance': 0.78, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.22 W/m-¦K', 'thermal_transmittance': 1.22, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.36 W/m-¦K', 'thermal_transmittance': 0.36, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.40 W/m-¦K', 'thermal_transmittance': 0.4, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.70 W/m-¦K', 'thermal_transmittance': 1.7, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.34 W/m-¦K', 'thermal_transmittance': 1.34, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.12 W/m-¦K', 'thermal_transmittance': 1.12, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.32 W/m-¦K', 'thermal_transmittance': 1.32, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.07 W/m-¦K', 'thermal_transmittance': 1.07, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.62 W/m-¦K', 'thermal_transmittance': 0.62, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.37 W/m-¦K', 'thermal_transmittance': 0.37, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.65 W/m-¦K', 'thermal_transmittance': 0.65, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.41 W/m-¦K', 'thermal_transmittance': 0.41, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.73 W/m-¦K', 'thermal_transmittance': 0.73, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.80 W/m-¦K', 'thermal_transmittance': 0.8, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.47 W/m-¦K', 'thermal_transmittance': 0.47, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.50 W/m-¦K', 'thermal_transmittance': 1.5, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.85 W/m-¦K', 'thermal_transmittance': 0.85, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.19 W/m-¦K', 'thermal_transmittance': 1.19, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.98 W/m-¦K', 'thermal_transmittance': 0.98, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.13 W/m-¦K', 'thermal_transmittance': 1.13, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.01 W/m-¦K', 'thermal_transmittance': 1.01, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.26 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.15 W/m-¦K', 'thermal_transmittance': 1.15, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.76 W/m-¦K', 'thermal_transmittance': 1.76, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.55 W/m-¦K', 'thermal_transmittance': 0.55, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.68 W/m-¦K', 'thermal_transmittance': 0.68, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.48 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.72 W/m-¦K', 'thermal_transmittance': 1.72, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.42 W/m-¦K', 'thermal_transmittance': 0.42, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.61 W/m-¦K', 'thermal_transmittance': 0.61, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.18 W/m-¦K', 'thermal_transmittance': 1.18, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.44 W/m-¦K', 'thermal_transmittance': 1.44, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.74 W/m-¦K', 'thermal_transmittance': 0.74, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.94 W/m-¦K', 'thermal_transmittance': 0.94, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.87 W/m-¦K', 'thermal_transmittance': 0.87, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.35 W/m-¦K', 'thermal_transmittance': 1.35, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.30 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.28 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.24 W/m-¦K', 'thermal_transmittance': 1.24, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.23 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.53 W/m-¦K', 'thermal_transmittance': 1.53, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Sandstone or limestone, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': True, 'insulation_thickness': 'none', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.72 W/m-¦K', 'thermal_transmittance': 0.72, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.43 W/m-¦K', 'thermal_transmittance': 1.43, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Cob, as built', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, 'is_system_built': False, - 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, 'is_cob': True, - 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Sandstone or limestone, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': True, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.62 W/m-¦K', 'thermal_transmittance': 1.62, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.47 W/m-¦K', 'thermal_transmittance': 1.47, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.70 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.68 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.03 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.07 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.60 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.49 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.17 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.12 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.15 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.26 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 2.00 W/m-¦K', 'thermal_transmittance': 2.0, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.28 W/m-¦K', 'thermal_transmittance': 1.28, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.58 W/m-¦K', 'thermal_transmittance': 1.58, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.10 W/m-¦K', 'thermal_transmittance': 0.1, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.13 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.64 W/m-¦K', 'thermal_transmittance': 1.64, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Granite or whinstone, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': True, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'none', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.04 W/m-¦K', 'thermal_transmittance': 1.04, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.69 W/m-¦K', 'thermal_transmittance': 1.69, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.92 W/m-¦K', 'thermal_transmittance': 0.92, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.45 W/m-¦K', 'thermal_transmittance': 0.45, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.42 W/m-¦K', 'thermal_transmittance': 1.42, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.41 W/m-¦K', 'thermal_transmittance': 1.41, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 2.05 W/m-¦K', 'thermal_transmittance': 2.05, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.06 W/m-¦K', 'thermal_transmittance': 0.06, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.09 W/m-¦K', 'thermal_transmittance': 1.09, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.40 W/m-¦K', 'thermal_transmittance': 1.4, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.36 W/m-¦K', 'thermal_transmittance': 1.36, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.30 W/m-¦K', 'thermal_transmittance': 1.3, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.17 W/m-¦K', 'thermal_transmittance': 1.17, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.69 W/m-¦K', 'thermal_transmittance': 0.69, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.75 W/m-¦K', 'thermal_transmittance': 0.75, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.71 W/m-¦K', 'thermal_transmittance': 1.71, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.90 W/m-¦K', 'thermal_transmittance': 1.9, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.51 W/m-¦K', 'thermal_transmittance': 0.51, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.03 W/m-¦K', 'thermal_transmittance': 1.03, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 11.26 W/m-¦K', 'thermal_transmittance': 11.26, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.26 W/m-¦K', 'thermal_transmittance': 1.26, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.10 W/m-¦K', 'thermal_transmittance': 1.1, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.37 W/m-¦K', 'thermal_transmittance': 1.37, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.75 W/m-¦K', 'thermal_transmittance': 1.75, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 2.10 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.23 W/m-¦K', 'thermal_transmittance': 1.23, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.86 W/m-¦K', 'thermal_transmittance': 1.86, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.11 W/m-¦K', 'thermal_transmittance': 1.11, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.19 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.45 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.05 W/m-¦K', 'thermal_transmittance': 1.05, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.58 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.96 W/m-¦K', 'thermal_transmittance': 1.96, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.56 W/m-¦K', 'thermal_transmittance': 1.56, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.49 W/m-¦K', 'thermal_transmittance': 1.49, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.93 W/m-¦K', 'thermal_transmittance': 1.93, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.88 W/m-¦K', 'thermal_transmittance': 1.88, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.33 W/m-¦K', 'thermal_transmittance': 1.33, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.93 W/m-¦K', 'thermal_transmittance': 0.93, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.91 W/m-¦K', 'thermal_transmittance': 0.91, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 2.03 W/m-¦K', 'thermal_transmittance': 2.03, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.55 W/m-¦K', 'thermal_transmittance': 1.55, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.15 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.2 W/m-¦K', 'thermal_transmittance': 0.2, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.08 W/m-¦K', 'thermal_transmittance': 0.08, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.92 W/m-¦K', 'thermal_transmittance': 1.92, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Cavity wall,', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_cavity_wall': True, 'is_filled_cavity': False, 'is_solid_brick': False, 'is_system_built': False, - 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, 'is_cob': False, - 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Cavity wall, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.24 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.29 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.3 W/m-¦K', 'thermal_transmittance': 0.3, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.12 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.65 W/m-¦K', 'thermal_transmittance': 1.65, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 2.09 W/m-¦K', 'thermal_transmittance': 2.09, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.82 W/m-¦K', 'thermal_transmittance': 1.82, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Granite or whinstone, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': True, 'is_as_built': True, - 'is_cob': False, 'is_assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.87 W/m-¦K', 'thermal_transmittance': 1.87, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.17 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.11 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.77 W/m-¦K', 'thermal_transmittance': 0.77, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.82 W/m-¦K', 'thermal_transmittance': 0.82, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'is_filled_cavity': False, - 'is_solid_brick': False, 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, - 'is_as_built': False, 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, - 'insulation_thickness': None, 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 1.38 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}, - {'original_description': 'Average thermal transmittance 0.18 W/m+é-¦K', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'is_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'is_as_built': False, - 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': None, - 'external_insulation': False, 'internal_insulation': False}], 'windows-description': [ - {'original_description': 'Fully double glazed', 'has_glazing': True, 'glazing_coverage': 'full', - 'glazing_type': 'double', 'no_data': False}, - {'original_description': 'Partial double glazing', 'has_glazing': True, 'glazing_coverage': 'partial', - 'glazing_type': 'double', 'no_data': False}, - {'original_description': 'Mostly double glazing', 'has_glazing': True, 'glazing_coverage': 'most', - 'glazing_type': 'double', 'no_data': False}, - {'original_description': 'High performance glazing', 'has_glazing': True, 'glazing_coverage': 'full', - 'glazing_type': 'high performance', 'no_data': False}, - {'original_description': 'Some double glazing', 'has_glazing': True, 'glazing_coverage': 'partial', - 'glazing_type': 'double', 'no_data': False}, - {'original_description': 'Single glazed', 'has_glazing': True, 'glazing_coverage': 'full', 'glazing_type': 'single', - 'no_data': False}, {'original_description': 'Fully triple glazed', 'has_glazing': True, 'glazing_coverage': 'full', - 'glazing_type': 'triple', 'no_data': False}, - {'original_description': 'Full secondary glazing', 'has_glazing': True, 'glazing_coverage': 'full', - 'glazing_type': 'secondary', 'no_data': False}, - {'original_description': 'Multiple glazing throughout', 'has_glazing': True, 'glazing_coverage': 'full', - 'glazing_type': 'multiple', 'no_data': False}, - {'original_description': 'Mostly triple glazing', 'has_glazing': True, 'glazing_coverage': 'most', - 'glazing_type': 'triple', 'no_data': False}, - {'original_description': 'Some secondary glazing', 'has_glazing': True, 'glazing_coverage': 'partial', - 'glazing_type': 'secondary', 'no_data': False}, - {'original_description': 'Partial secondary glazing', 'has_glazing': True, 'glazing_coverage': 'partial', - 'glazing_type': 'secondary', 'no_data': False}, - {'original_description': 'Partial triple glazing', 'has_glazing': True, 'glazing_coverage': 'partial', - 'glazing_type': 'triple', 'no_data': False}, - {'original_description': 'Mostly secondary glazing', 'has_glazing': True, 'glazing_coverage': 'most', - 'glazing_type': 'secondary', 'no_data': False}, - {'original_description': 'Mostly multiple glazing', 'has_glazing': True, 'glazing_coverage': 'most', - 'glazing_type': 'multiple', 'no_data': False}, - {'original_description': 'Partial multiple glazing', 'has_glazing': True, 'glazing_coverage': 'partial', - 'glazing_type': 'multiple', 'no_data': False}, - {'original_description': 'Multiple glazing throughout ', 'has_glazing': True, 'glazing_coverage': 'full', - 'glazing_type': 'multiple', 'no_data': False}, - {'original_description': 'Some multiple glazing', 'has_glazing': True, 'glazing_coverage': 'partial', - 'glazing_type': 'multiple', 'no_data': False}, - {'original_description': '', 'has_glazing': False, 'glazing_coverage': None, 'glazing_type': None, 'no_data': True}, - {'original_description': 'Some triple glazing', 'has_glazing': True, 'glazing_coverage': 'partial', - 'glazing_type': 'triple', 'no_data': False}, - {'original_description': 'Fully secondary glazing', 'has_glazing': True, 'glazing_coverage': 'full', - 'glazing_type': 'secondary', 'no_data': False}], 'lighting-description': [ - {'original_description': 'Low energy lighting in all fixed outlets', 'low_energy_proportion': 1}, - {'original_description': 'Low energy lighting in 88% of fixed outlets', 'low_energy_proportion': 0.88}, - {'original_description': 'No low energy lighting', 'low_energy_proportion': 0}, - {'original_description': 'Low energy lighting in 60% of fixed outlets', 'low_energy_proportion': 0.6}, - {'original_description': 'Low energy lighting in 80% of fixed outlets', 'low_energy_proportion': 0.8}, - {'original_description': 'Low energy lighting in 83% of fixed outlets', 'low_energy_proportion': 0.83}, - {'original_description': 'Low energy lighting in 20% of fixed outlets', 'low_energy_proportion': 0.2}, - {'original_description': 'Low energy lighting in 67% of fixed outlets', 'low_energy_proportion': 0.67}, - {'original_description': 'Low energy lighting in 40% of fixed outlets', 'low_energy_proportion': 0.4}, - {'original_description': 'Low energy lighting in 11% of fixed outlets', 'low_energy_proportion': 0.11}, - {'original_description': 'Low energy lighting in 57% of fixed outlets', 'low_energy_proportion': 0.57}, - {'original_description': 'Low energy lighting in 29% of fixed outlets', 'low_energy_proportion': 0.29}, - {'original_description': 'Low energy lighting in 71% of fixed outlets', 'low_energy_proportion': 0.71}, - {'original_description': 'Low energy lighting in 19% of fixed outlets', 'low_energy_proportion': 0.19}, - {'original_description': 'Low energy lighting in 30% of fixed outlets', 'low_energy_proportion': 0.3}, - {'original_description': 'Low energy lighting in 92% of fixed outlets', 'low_energy_proportion': 0.92}, - {'original_description': 'Low energy lighting in 93% of fixed outlets', 'low_energy_proportion': 0.93}, - {'original_description': 'Low energy lighting in 95% of fixed outlets', 'low_energy_proportion': 0.95}, - {'original_description': 'Low energy lighting in 85% of fixed outlets', 'low_energy_proportion': 0.85}, - {'original_description': 'Low energy lighting in 86% of fixed outlets', 'low_energy_proportion': 0.86}, - {'original_description': 'Low energy lighting in 50% of fixed outlets', 'low_energy_proportion': 0.5}, - {'original_description': 'Low energy lighting in 25% of fixed outlets', 'low_energy_proportion': 0.25}, - {'original_description': 'Low energy lighting in 82% of fixed outlets', 'low_energy_proportion': 0.82}, - {'original_description': 'Low energy lighting in 78% of fixed outlets', 'low_energy_proportion': 0.78}, - {'original_description': 'Low energy lighting in 38% of fixed outlets', 'low_energy_proportion': 0.38}, - {'original_description': 'Low energy lighting in 90% of fixed outlets', 'low_energy_proportion': 0.9}, - {'original_description': 'Low energy lighting in 63% of fixed outlets', 'low_energy_proportion': 0.63}, - {'original_description': 'Low energy lighting in 75% of fixed outlets', 'low_energy_proportion': 0.75}, - {'original_description': 'Low energy lighting in 36% of fixed outlets', 'low_energy_proportion': 0.36}, - {'original_description': 'Low energy lighting in 43% of fixed outlets', 'low_energy_proportion': 0.43}, - {'original_description': 'Low energy lighting in 70% of fixed outlets', 'low_energy_proportion': 0.7}, - {'original_description': 'Low energy lighting in 33% of fixed outlets', 'low_energy_proportion': 0.33}, - {'original_description': 'Low energy lighting in 91% of fixed outlets', 'low_energy_proportion': 0.91}, - {'original_description': 'Low energy lighting in 42% of fixed outlets', 'low_energy_proportion': 0.42}, - {'original_description': 'Low energy lighting in 46% of fixed outlets', 'low_energy_proportion': 0.46}, - {'original_description': 'Low energy lighting in 6% of fixed outlets', 'low_energy_proportion': 0.06}, - {'original_description': 'Low energy lighting in 81% of fixed outlets', 'low_energy_proportion': 0.81}, - {'original_description': 'Low energy lighting in 65% of fixed outlets', 'low_energy_proportion': 0.65}, - {'original_description': 'Low energy lighting in 56% of fixed outlets', 'low_energy_proportion': 0.56}, - {'original_description': 'Low energy lighting in 21% of fixed outlets', 'low_energy_proportion': 0.21}, - {'original_description': 'Low energy lighting in 44% of fixed outlets', 'low_energy_proportion': 0.44}, - {'original_description': 'Low energy lighting in 79% of fixed outlets', 'low_energy_proportion': 0.79}, - {'original_description': 'Low energy lighting in 73% of fixed outlets', 'low_energy_proportion': 0.73}, - {'original_description': 'Low energy lighting in 27% of fixed outlets', 'low_energy_proportion': 0.27}, - {'original_description': 'Low energy lighting in 94% of fixed outlets', 'low_energy_proportion': 0.94}, - {'original_description': 'Low energy lighting in 47% of fixed outlets', 'low_energy_proportion': 0.47}, - {'original_description': 'Low energy lighting in 69% of fixed outlets', 'low_energy_proportion': 0.69}, - {'original_description': 'Low energy lighting in 77% of fixed outlets', 'low_energy_proportion': 0.77}, - {'original_description': 'Low energy lighting in 45% of fixed outlets', 'low_energy_proportion': 0.45}, - {'original_description': 'Low energy lighting in 89% of fixed outlets', 'low_energy_proportion': 0.89}, - {'original_description': 'Low energy lighting in 54% of fixed outlets', 'low_energy_proportion': 0.54}, - {'original_description': 'Low energy lighting in 87% of fixed outlets', 'low_energy_proportion': 0.87}, - {'original_description': 'Low energy lighting in 22% of fixed outlets', 'low_energy_proportion': 0.22}, - {'original_description': 'Low energy lighting in 53% of fixed outlets', 'low_energy_proportion': 0.53}, - {'original_description': 'Low energy lighting in 55% of fixed outlets', 'low_energy_proportion': 0.55}, - {'original_description': 'Low energy lighting in 64% of fixed outlets', 'low_energy_proportion': 0.64}, - {'original_description': 'Low energy lighting in 58% of fixed outlets', 'low_energy_proportion': 0.58}, - {'original_description': 'Low energy lighting in 84% of fixed outlets', 'low_energy_proportion': 0.84}, - {'original_description': 'Low energy lighting in 17% of fixed outlets', 'low_energy_proportion': 0.17}, - {'original_description': 'Low energy lighting in 7% of fixed outlets', 'low_energy_proportion': 0.07}, - {'original_description': 'Low energy lighting in 76% of fixed outlets', 'low_energy_proportion': 0.76}, - {'original_description': 'Low energy lighting in 18% of fixed outlets', 'low_energy_proportion': 0.18}, - {'original_description': 'Low energy lighting in 31% of fixed outlets', 'low_energy_proportion': 0.31}, - {'original_description': 'Low energy lighting in 62% of fixed outlets', 'low_energy_proportion': 0.62}, - {'original_description': 'Low energy lighting in 14% of fixed outlets', 'low_energy_proportion': 0.14}, - {'original_description': 'Low energy lighting in 61% of fixed outlets', 'low_energy_proportion': 0.61}, - {'original_description': 'Low energy lighting in 9% of fixed outlets', 'low_energy_proportion': 0.09}, - {'original_description': 'Low energy lighting in 68% of fixed outlets', 'low_energy_proportion': 0.68}, - {'original_description': 'Low energy lighting in 13% of fixed outlets', 'low_energy_proportion': 0.13}, - {'original_description': 'Low energy lighting in 52% of fixed outlets', 'low_energy_proportion': 0.52}, - {'original_description': 'Low energy lighting in 24% of fixed outlets', 'low_energy_proportion': 0.24}, - {'original_description': 'Low energy lighting in 48% of fixed outlets', 'low_energy_proportion': 0.48}, - {'original_description': 'Low energy lighting in 41% of fixed outlets', 'low_energy_proportion': 0.41}, - {'original_description': 'Low energy lighting in 8% of fixed outlets', 'low_energy_proportion': 0.08}, - {'original_description': 'Low energy lighting in 72% of fixed outlets', 'low_energy_proportion': 0.72}, - {'original_description': 'Low energy lighting in 23% of fixed outlets', 'low_energy_proportion': 0.23}, - {'original_description': 'Low energy lighting in 96% of fixed outlets', 'low_energy_proportion': 0.96}, - {'original_description': 'Low energy lighting in 12% of fixed outlets', 'low_energy_proportion': 0.12}, - {'original_description': 'Low energy lighting in 15% of fixed outlets', 'low_energy_proportion': 0.15}, - {'original_description': 'Low energy lighting in 39% of fixed outlets', 'low_energy_proportion': 0.39}, - {'original_description': 'Low energy lighting in 32% of fixed outlets', 'low_energy_proportion': 0.32}, - {'original_description': 'Low energy lighting in 74% of fixed outlets', 'low_energy_proportion': 0.74}, - {'original_description': 'Low energy lighting in 49% of fixed outlets', 'low_energy_proportion': 0.49}, - {'original_description': 'Low energy lighting in 97% of fixed outlets', 'low_energy_proportion': 0.97}, - {'original_description': 'Low energy lighting in 10% of fixed outlets', 'low_energy_proportion': 0.1}, - {'original_description': 'Low energy lighting in 35% of fixed outlets', 'low_energy_proportion': 0.35}, - {'original_description': 'Low energy lighting in 5% of fixed outlets', 'low_energy_proportion': 0.05}, - {'original_description': 'Low energy lighting in 59% of fixed outlets', 'low_energy_proportion': 0.59}, - {'original_description': 'Low energy lighting in 37% of fixed outlets', 'low_energy_proportion': 0.37}, - {'original_description': 'Low energy lighting in 16% of fixed outlets', 'low_energy_proportion': 0.16}, - {'original_description': 'Low energy lighting in 4% of fixed outlets', 'low_energy_proportion': 0.04}, - {'original_description': 'Low energy lighting in 3% of fixed outlets', 'low_energy_proportion': 0.03}, - {'original_description': 'Low energy lighting in 28% of fixed outlets', 'low_energy_proportion': 0.28}, - {'original_description': 'Low energy lighting in 26% of fixed outlets', 'low_energy_proportion': 0.26}, - {'original_description': 'Low energy lighting in 51% of fixed outlets', 'low_energy_proportion': 0.51}, - {'original_description': 'Low energy lighting in 66% of fixed outlets', 'low_energy_proportion': 0.66}, - {'original_description': 'Low energy lighting in 99% of fixed outlets', 'low_energy_proportion': 0.99}, - {'original_description': 'Low energy lighting in 98% of fixed outlets', 'low_energy_proportion': 0.98}, - {'original_description': 'Low energy lighting in 100% of fixed outlets', 'low_energy_proportion': 1.0}, - {'original_description': 'Good lighting efficiency', 'low_energy_proportion': 98.16666666666667}, - {'original_description': 'Below average lighting efficiency', 'low_energy_proportion': 0.0}, - {'original_description': 'Low energy lighting in 34% of fixed outlets', 'low_energy_proportion': 0.34}, - {'original_description': 'Low energy lighting in 2% of fixed outlets', 'low_energy_proportion': 0.02}, - {'original_description': 'Excelent lighting efficiency', 'low_energy_proportion': 100.0}, - {'original_description': 'No Low energy lighting', 'low_energy_proportion': 0}]} diff --git a/model_data/EpcClean.py b/model_data/EpcClean.py index 1bf8589d..eddaa932 100644 --- a/model_data/EpcClean.py +++ b/model_data/EpcClean.py @@ -1,7 +1,6 @@ from typing import List, Dict, Any from collections import Counter - -import pandas as pd +from collections import defaultdict from model_data.utils import correct_spelling from model_data.epc_attributes.FloorAttributes import FloorAttributes @@ -47,29 +46,43 @@ class EpcClean: def _calculate_lighting_averages(self): """ - This is a simple utility function that for few textual lighting descritpions, will calculate the average + This is a simple utility function that for few textual lighting descriptions, will calculate the average low energy lighting proportion. This is only valid for a very tiny number of cases and so a very simple methodology is applied - :return: Dataframe of avergages for the corresponding descriptions + + This is done without pandas so we can utilise this inside of our lambdas + + :return: list of avergages for the corresponding descriptions """ - df = pd.DataFrame(self.data) - aggs = df[ - df["lighting-description"].isin( - [ - 'Below average lighting efficiency', - 'Good lighting efficiency', - 'Excelent lighting efficiency' - ] - ) - ].copy() - aggs["low-energy-lighting"] = aggs["low-energy-lighting"].astype(float) + data = self.data - averages = aggs.groupby("lighting-description")["low-energy-lighting"].mean().reset_index() - averages["lighting-description"] = averages["lighting-description"].str.lower() + # Filter rows with the specified lighting descriptions + filtered_data = [ + row for row in data if row["lighting-description"] in [ + 'Below average lighting efficiency', + 'Good lighting efficiency', + 'Excelent lighting efficiency' + ] + ] - # Correct spelling mistakes in averages - averages["lighting-description"] = averages["lighting-description"].apply(correct_spelling) + # Convert low-energy-lighting to float + for row in filtered_data: + row["low-energy-lighting"] = float(row["low-energy-lighting"]) + + # Calculate averages + sums = defaultdict(float) + counts = defaultdict(int) + + for row in filtered_data: + description = row["lighting-description"] + sums[description] += row["low-energy-lighting"] + counts[description] += 1 + + averages = [{ + "lighting-description": correct_spelling(description.lower()), + "low-energy-lighting": total / counts[description] + } for description, total in sums.items()] return averages @@ -103,9 +116,12 @@ class EpcClean: def clean_wrapper(self, field, cleaning_cls, **kwargs): for description in self.unique_vals[field].keys(): + cln = cleaning_cls(description, **kwargs) + self.cleaned[field].append( { "original_description": description, - **cleaning_cls(description, **kwargs).process() + "clean_description": cln.description.capitalize(), + **cln.process() } )