diff --git a/epc_data/app.py b/epc_data/app.py index 46aab8c2..7fe90c52 100644 --- a/epc_data/app.py +++ b/epc_data/app.py @@ -41,7 +41,7 @@ def handler(): # For testing: from epc_data.attributes.RoofAttributes import RoofAttributes - descriptions = {x["roof-description"] for x in data} + descriptions = {x["floor-description"] for x in data} out = [] for description in descriptions: res = RoofAttributes(description).process() diff --git a/epc_data/attributes/FloorAttributes.py b/epc_data/attributes/FloorAttributes.py index 3f4454f6..0c855692 100644 --- a/epc_data/attributes/FloorAttributes.py +++ b/epc_data/attributes/FloorAttributes.py @@ -3,131 +3,33 @@ from epc_data.attributes.attribute_utils import extract_thermal_transmittence, s class FloorAttributes: + INSULATION_TERMS = ["insulation", "insulated"] + FLOOR_TYPES = ["suspended", "solid"] + EXPOSURE_TYPES = ["to unheated space", "to external air"] + DWELLING_BELOW_TYPES = ["another dwelling below", "other premises below"] def __init__(self, description: str): - """ - Constructor for CleanFloor class. - - :param description: Description to be cleaned. - """ - self.description: str = description + if not description or not any(term in description.lower() for term in + self.FLOOR_TYPES + self.INSULATION_TERMS + self.EXPOSURE_TYPES + + self.DWELLING_BELOW_TYPES): + raise ValueError('Invalid description') + self.description = description.lower().strip() def process(self) -> Dict[str, Union[str, bool, int, None]]: - """ - Processes the given description based on predefined rules. + description = self.description + is_suspended = any(ft in description for ft in self.FLOOR_TYPES) + is_solid = "solid" in description + to_unheated_space = "to unheated space" in description + to_external_air = "to external air" in description + assumed = "assumed" in description + has_dwelling_below = any(db in description for db in self.DWELLING_BELOW_TYPES) + is_valid = "invalid" not in description - :return: Cleaned data in a dictionary format. - """ + insulation_thickness = self._find_insulation_thickness(description) if any( + it in description for it in self.INSULATION_TERMS) else None + thermal_transmittence, thermal_transmittence_unit = extract_thermal_transmittence( + description) if "thermal transmittance" in description else (None, None) - description_lower = self.description.lower().strip() - - assumed: bool = "assumed" in description_lower - to_unheated_space: bool = "to unheated space" in description_lower - to_external_air: bool = "to external air" in description_lower - is_suspended: bool = "suspended" in description_lower - is_solid: bool = "solid" in description_lower - thermal_transmittence: Optional[float] = None - thermal_transmittence_unit: Optional[str] = None - insulation_thickness: Optional[str] = None - is_valid: bool = "invalid" not in description_lower - - if "another dwelling below" in description_lower or "other premises below" in description_lower: - return self._make_clean_output( - is_valid=is_valid, - has_dwelling_below=True, - thermal_transmittence=None, - thermal_transmittence_unit=None, - to_unheated_space=to_unheated_space, - to_external_air=to_external_air, - is_suspended=is_suspended, - is_solid=is_solid, - assumed=assumed, - insulation_thickness=insulation_thickness - ) - - if "insulation" in description_lower or "insulated" in description_lower: - insulation_thickness = self._find_insulation_thickness( - description_lower, to_unheated_space, to_external_air, is_suspended, is_solid - ) - elif "thermal transmittance" in description_lower: - thermal_transmittence, thermal_transmittence_unit = extract_thermal_transmittence(description_lower) - - return self._make_clean_output( - is_valid=is_valid, - has_dwelling_below=False, - thermal_transmittence=thermal_transmittence, - thermal_transmittence_unit=thermal_transmittence_unit, - to_unheated_space=to_unheated_space, - to_external_air=to_external_air, - is_suspended=is_suspended, - is_solid=is_solid, - assumed=assumed, - insulation_thickness=insulation_thickness - ) - - @classmethod - def _find_insulation_thickness( - cls, - description_lower: str, - to_unheated_space: bool, - to_external_air: bool, - is_suspended: bool, - is_solid: bool - ) -> str: - """ - Method to find the insulation thickness from the description. - - :param description_lower: Description of the floor in lower case. - :param to_unheated_space: Boolean indicating if there's an unheated space below. - :param to_external_air: Boolean indicating if the floor is exposed to external air. - :param is_suspended: Boolean indicating if the floor is suspended. - :param is_solid: Boolean indicating if the floor is solid. - :return: Insulation thickness as a string. - """ - if to_unheated_space | to_external_air | is_suspended | is_solid: - if to_unheated_space: - split_on = "to unheated space," - elif to_external_air: - split_on = "to external air," - elif is_suspended: - split_on = "suspended," - elif is_solid: - split_on = "solid," - else: - raise NotImplementedError("Not handled this 2") - desc_split = description_lower.split(split_on)[-1].strip().split("(assumed)")[0].strip() - return search_split_description(desc_split) - - raise NotImplementedError("Not handled this") - - @staticmethod - def _make_clean_output( - is_valid: bool, - has_dwelling_below: bool, - thermal_transmittence: Optional[float], - thermal_transmittence_unit: Optional[str], - to_unheated_space: bool, - to_external_air: bool, - is_suspended: bool, - is_solid: bool, - assumed: bool, - insulation_thickness: Optional[str] - ) -> Dict[str, Union[str, bool, int, None]]: - """ - Creates a dictionary with the cleaned data. - - :param is_valid: Boolean indicating if the description is valid. - :param has_dwelling_below: Boolean indicating if there's a dwelling below. - :param thermal_transmittence: Thermal transmittence value. - :param thermal_transmittence_unit: Unit of thermal transmittence. - :param to_unheated_space: Boolean indicating if there's an unheated space below. - :param to_external_air: Boolean indicating if the floor is exposed to external air. - :param is_suspended: Boolean indicating if the floor is suspended. - :param is_solid: Boolean indicating if the floor is solid. - :param assumed: Boolean indicating if the data was assumed. - :param insulation_thickness: Insulation thickness as a string. - :return: Dictionary with cleaned data. - """ return { "is_valid": is_valid, "has_dwelling_below": has_dwelling_below, @@ -140,3 +42,11 @@ class FloorAttributes: "assumed": assumed, "insulation_thickness": insulation_thickness } + + def _find_insulation_thickness(self, description) -> str: + split_term = next((ex for ex in self.EXPOSURE_TYPES if ex in description), None) or \ + next((ft for ft in self.FLOOR_TYPES if ft in description), None) + if split_term is not None: + desc_split = description.split(f"{split_term},")[-1].strip().split("(assumed)")[0].strip() + return search_split_description(desc_split) + raise NotImplementedError("Insulation thickness handling for this description is not implemented") diff --git a/epc_data/attributes/RoofAttributes.py b/epc_data/attributes/RoofAttributes.py index 81b05c44..2626e688 100644 --- a/epc_data/attributes/RoofAttributes.py +++ b/epc_data/attributes/RoofAttributes.py @@ -1,5 +1,6 @@ import re from typing import Dict, Union +from epc_data.attributes.attribute_utils import extract_component_types class RoofAttributes: @@ -38,11 +39,7 @@ class RoofAttributes: result['thermal_transmittance_unit'] = None # roof type - - for rt in self.ROOF_TYPES: - result[f'is_{rt.replace(" ", "_")}'] = rt in description - # Remove the roof type from the description - description = description.replace(rt, "") + result, description = extract_component_types(result, description, list_of_components=self.ROOF_TYPES) result["has_dwelling_above"] = ( "another dwelling above" in description or "other premises above" in description diff --git a/epc_data/attributes/WallAttributes.py b/epc_data/attributes/WallAttributes.py index 7f8de419..39d0ca25 100644 --- a/epc_data/attributes/WallAttributes.py +++ b/epc_data/attributes/WallAttributes.py @@ -1,8 +1,11 @@ import re from typing import Dict, Union +from epc_data.attributes.attribute_utils import extract_component_types class WallAttributes: + WALL_TYPES = ['cavity wall', 'filled cavity', 'solid brick', 'system built', 'timber frame', 'granite or whinstone', + 'as built', 'cob', 'assumed', 'sandstone or limestone'] def __init__(self, description: str): """ @@ -24,16 +27,7 @@ class WallAttributes: result['thermal_transmittance_unit'] = None # wall type - result['is_cavity_wall'] = 'cavity wall' in description - result['has_filled_cavity'] = 'filled cavity' in description - result['is_solid_brick'] = 'solid brick' in description - result['is_system_built'] = 'system built' in description - result['is_timber_frame'] = 'timber frame' in description - result['is_granite_or_whinstone'] = 'granite' in description or 'whinstone' in description - result['as_built'] = 'as built' in description - result['is_cob'] = 'cob' in description - result['assumed'] = 'assumed' in description - result['is_sandstone_or_limestone'] = 'sandstone or limestone' in description + result, description = extract_component_types(result, description, list_of_components=self.WALL_TYPES) # insulation thickness - this is far from a perfect approach and we'd likely need to use nlp to do this # generally however this is sufficient for mvp diff --git a/epc_data/attributes/attribute_utils.py b/epc_data/attributes/attribute_utils.py index a264b387..4b51ff65 100644 --- a/epc_data/attributes/attribute_utils.py +++ b/epc_data/attributes/attribute_utils.py @@ -49,3 +49,19 @@ def search_split_description(desc: str) -> str: return out raise NotImplementedError("Handle me") + + +def extract_component_types(result: dict, description: str, list_of_components: list) -> list: + """ + Extracts component types from the description. + :param result: + :param description: + :param list_of_components: + :return: + """ + for component in list_of_components: + result[f'is_{component.replace(" ", "_")}'] = component in description + # Remove the roof type from the description + description = description.replace(component, "") + + return result, description diff --git a/epc_data/tests/test_data/test_wall_attributes_cases.py b/epc_data/tests/test_data/test_wall_attributes_cases.py index 4f674090..e64ed535 100644 --- a/epc_data/tests/test_data/test_wall_attributes_cases.py +++ b/epc_data/tests/test_data/test_wall_attributes_cases.py @@ -1,687 +1,688 @@ wall_cases = [ {'original_description': 'Average thermal transmittance -4.67 W/m-¦K', 'thermal_transmittance': -4.67, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 0.09 W/m-¦K', 'thermal_transmittance': 0.09, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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-¦K', 'thermal_transmittance': 0.11, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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-¦K', 'thermal_transmittance': 0.15, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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-¦K', 'thermal_transmittance': 0.18, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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-¦K', 'thermal_transmittance': 0.21, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 0.46 W/m-¦K', 'thermal_transmittance': 0.46, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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-¦K', 'thermal_transmittance': 0.6, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 0.72 W/m-¦K', 'thermal_transmittance': 0.72, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 0.84 W/m-¦K', 'thermal_transmittance': 0.84, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 1.04 W/m-¦K', 'thermal_transmittance': 1.04, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 1.31 W/m-¦K', 'thermal_transmittance': 1.31, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 1.66 W/m-¦K', 'thermal_transmittance': 1.66, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 1.78 W/m-¦K', 'thermal_transmittance': 1.78, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 1.85 W/m-¦K', 'thermal_transmittance': 1.85, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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 1.87 W/m-¦K', 'thermal_transmittance': 1.87, - 'thermal_transmittance_unit': 'w/m-¦k', 'is_cavity_wall': False, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, 'has_filled_cavity': False, + '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, - 'as_built': False, 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': 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, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Cavity wall, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': '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, as built, partial insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'below average', + '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': 'Cavity wall, filled cavity', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'has_filled_cavity': True, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 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': 'Cavity wall, filled cavity and external insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'has_filled_cavity': True, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Cavity wall, filled cavity and internal insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'has_filled_cavity': True, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Cavity wall, with external insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Cavity wall, with internal insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': True, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Cob, as built', 'thermal_transmittance': None, 'thermal_transmittance_unit': None, - 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, 'is_system_built': False, - 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, 'is_cob': True, 'assumed': False, + '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': 'Granite or whinstone, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': True, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Granite or whinstone, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': True, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': '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': 'Granite or whinstone, with internal insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': True, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': False, + 'is_cob': False, 'is_assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', 'external_insulation': False, 'internal_insulation': True}, {'original_description': 'Sandstone or limestone, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': True, 'insulation_thickness': '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': 'Solid brick, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Solid brick, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': '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': 'Solid brick, as built, partial insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'below average', + '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': 'Solid brick, with external insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Solid brick, with internal insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': True, - 'is_system_built': False, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'System built, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'System built, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': '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': 'System built, as built, partial insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'below average', + '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': 'System built, with external insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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, with internal insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': True, 'is_timber_frame': False, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Timber frame, as built, insulated (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': True, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'average', + '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': 'Timber frame, as built, no insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': True, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': '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': 'Timber frame, as built, partial insulation (assumed)', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': True, 'is_granite_or_whinstone': False, 'as_built': True, - 'is_cob': False, 'assumed': True, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'below average', + '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': 'Timber frame, with additional insulation', 'thermal_transmittance': None, - 'thermal_transmittance_unit': None, 'is_cavity_wall': False, 'has_filled_cavity': False, 'is_solid_brick': False, - 'is_system_built': False, 'is_timber_frame': True, 'is_granite_or_whinstone': False, 'as_built': False, - 'is_cob': False, 'assumed': False, 'is_sandstone_or_limestone': False, 'insulation_thickness': 'above average', + '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} ]