mirror of
https://github.com/Hestia-Homes/Model.git
synced 2026-06-08 11:17:27 +00:00
304 lines
20 KiB
Python
304 lines
20 KiB
Python
import numpy as np
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STANDARD_ROOF_CONSTRUCTIONS = {
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"pitched access to loft",
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"pitched no access to loft",
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"pitched unknown access to loft",
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"piched unknown insulation",
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"pitched insulated",
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"pitched less than 100mm insulation",
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"another dwelling above",
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"flat unknown insulation",
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"flat insulated",
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"flat uninsulated",
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"unknown insulated",
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"unknown",
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"room roof insulated",
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"room roof uninsulated",
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"average thermal transmittance",
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}
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ROOF_CONSTRUCTION_MAPPINGS = {
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'Flat': 'flat unknown insulation',
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'Pitched (access to loft)': 'pitched access to loft',
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'Pitched (no access to loft)': 'pitched no access to loft',
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'Another dwelling above': 'another dwelling above',
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'Same dwelling above': 'another dwelling above',
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'As-built': 'unknown',
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'ND (inferred)': 'unknown',
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'2018 onwards': 'unknown',
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'Pitched (vaulted ceiling)': 'pitched insulated',
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np.nan: "unknown",
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None: "unknown",
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'Unknown': 'unknown',
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'270mm': 'pitched insulated',
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'300mm+': 'pitched insulated',
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'100mm': 'pitched less than 100mm insulation',
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'250mm': 'pitched insulated',
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'300mm': 'pitched insulated',
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'No Loft space': 'pitched no access to loft',
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'75mm': 'pitched less than 100mm insulation',
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'150mm': 'pitched insulated',
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'No Loft Hatch': 'pitched unknown access to loft',
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'200mm': 'pitched insulated',
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'0-49mm': 'pitched less than 100mm insulation',
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'50mm': 'pitched less than 100mm insulation',
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'': 'unknown',
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'NR': 'unknown',
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'Non-joist': 'unknown',
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'25mm': 'pitched less than 100mm insulation',
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'400mm+': 'pitched insulated',
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'12mm': 'pitched less than 100mm insulation',
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'150MM': 'pitched insulated',
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'200MM': 'pitched insulated',
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'250MM': 'pitched insulated',
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'100MM': 'pitched less than 100mm insulation',
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'U/K': 'unknown',
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'U/K - 250MM RIR FLAT CEILING': 'flat unknown insulation',
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'U/K - 200MM RIR FLAT CEILING': 'flat unknown insulation',
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'AnotherDwellingAbove: Unknown, PitchedNormalLoftAccess: 100mm': 'another dwelling above',
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'PitchedNormalNoLoftAccess: 150mm': 'pitched insulated',
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'PitchedNormalLoftAccess: As Built, PitchedNormalNoLoftAccess: None': 'pitched insulated',
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'PitchedNormalLoftAccess: 150mm, PitchedNormalNoLoftAccess: Unknown': 'pitched insulated',
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'Flat: As Built, PitchedNormalLoftAccess: 200mm': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 200mm': 'pitched insulated',
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'PitchedNormalNoLoftAccess: 50mm': 'unknown',
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'PitchedNormalNoLoftAccess: No Insulation': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 50mm, PitchedNormalNoLoftAccess: None': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 50mm, PitchedNormalLoftAccess: No Insulation': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 150mm': 'unknown', 'Flat: None': 'pitched insulated',
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'Flat: As Built, PitchedNormalLoftAccess: 150mm, PitchedNormalNoLoftAccess: None': 'flat unknown insulation',
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'PitchedNormalNoLoftAccess: 250mm, PitchedNormalNoLoftAccess: Unknown': 'pitched insulated',
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'PitchedNormalLoftAccess: 75mm': 'pitched less than 100mm insulation',
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'Flat: Unknown, PitchedNormalLoftAccess: 200mm, SameDwellingAbove: Unknown': 'flat unknown insulation',
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'Flat: As Built, PitchedNormalLoftAccess: 100mm, PitchedNormalNoLoftAccess: None': 'flat unknown insulation',
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'PitchedNormalNoLoftAccess: 250mm': 'pitched insulated',
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'PitchedNormalLoftAccess: 150mm, PitchedNormalNoLoftAccess: 100mm': 'pitched insulated',
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'AnotherDwellingAbove: Unknown, PitchedNormalLoftAccess: 300mm': 'another dwelling above',
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'PitchedNormalLoftAccess: 200mm, PitchedNormalNoLoftAccess: 50mm': 'pitched insulated',
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'Flat: As Built, PitchedNormalNoLoftAccess: 100mm': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 250mm, PitchedNormalNoLoftAccess: Unknown': 'pitched insulated',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalLoftAccess: 150mm': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalLoftAccess: 200mm': 'pitched less than 100mm insulation',
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'PitchedNormalNoLoftAccess: 75mm': 'pitched less than 100mm insulation',
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'Flat: As Built, PitchedNormalLoftAccess: 25mm': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 150mm, SameDwellingAbove': 'pitched insulated',
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'PitchedNormalLoftAccess: 150mm, PitchedNormalLoftAccess: 50mm': 'pitched insulated',
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'Flat: As Built, PitchedNormalLoftAccess: 100mm': 'flat unknown insulation',
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'Flat: As Built, PitchedNormalNoLoftAccess: None': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 150mm, PitchedNormalLoftAccess: 200mm': 'pitched insulated',
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'PitchedNormalNoLoftAccess: 300mm': 'pitched insulated',
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'Flat: As Built, PitchedNormalNoLoftAccess: 150mm': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 150mm, PitchedNormalNoLoftAccess: None': 'pitched insulated',
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'PitchedNormalNoLoftAccess: 200mm': 'pitched insulated',
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'PitchedNormalLoftAccess: 300mm, PitchedNormalNoLoftAccess: Unknown': 'pitched insulated',
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'PitchedNormalLoftAccess: None': 'pitched less than 100mm insulation',
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'Flat: As Built': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalLoftAccess: 250mm': 'pitched less than 100mm insulation',
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'AnotherDwellingAbove: Unknown, PitchedNormalLoftAccess: 50mm': 'another dwelling above',
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'PitchedNormalLoftAccess: 200mm, PitchedNormalLoftAccess: 250mm, PitchedNormalNoLoftAccess: None': 'pitched '
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'insulated',
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'PitchedNormalLoftAccess: 200mm, PitchedNormalLoftAccess: 250mm': 'pitched insulated',
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'Flat: 50mm': 'flat unknown insulation',
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'AnotherDwellingAbove: Unknown, PitchedNormalNoLoftAccess: None': 'another dwelling above',
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'PitchedNormalNoLoftAccess: None': 'pitched uninsulated',
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'AnotherDwellingAbove: Unknown, PitchedNormalLoftAccess: 25mm': 'another dwelling above',
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'AnotherDwellingAbove: Unknown, Flat: As Built, PitchedNormalNoLoftAccess: Unknown': 'another dwelling above',
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'Flat: As Built, PitchedNormalLoftAccess: 200mm, PitchedNormalNoLoftAccess: Unknown': 'flat unknown insulation',
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'Flat: Unknown, PitchedNormalLoftAccess: 75mm, PitchedNormalLoftAccess: Unknown': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalLoftAccess: Unknown': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 200mm, PitchedNormalLoftAccess: 300mm': 'pitched insulated',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalNoLoftAccess: 100mm': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalLoftAccess: No Insulation': 'pitched less than 100mm insulation',
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'AnotherDwellingAbove: Unknown, Flat: As Built, PitchedNormalLoftAccess: 150mm': 'another dwelling above',
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'PitchedNormalLoftAccess: 75mm, PitchedNormalNoLoftAccess: Unknown': 'pitched less than 100mm insulation',
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'Flat: As Built, PitchedNormalLoftAccess: 300mm': 'unknown', 'Flat: 100mm': 'flat unknown insulation',
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'PitchedNormalNoLoftAccess: 150mm, PitchedNormalNoLoftAccess: Unknown': 'pitched insulated',
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'PitchedNormalNoLoftAccess: 100mm': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 12mm': 'pitched less than 100mm insulation',
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'AnotherDwellingAbove: Unknown, PitchedNormalNoLoftAccess: 150mm': 'another dwelling above',
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'PitchedNormalLoftAccess: No Insulation': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 25mm, PitchedNormalNoLoftAccess: Unknown': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 250mm, PitchedNormalNoLoftAccess: None, PitchedNormalNoLoftAccess: Unknown': 'pitched '
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'insulated',
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'PitchedNormalNoLoftAccess: 100mm, PitchedNormalNoLoftAccess: Unknown': 'pitched less than 100mm insulation',
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'Flat: As Built, PitchedNormalNoLoftAccess: 100mm, PitchedNormalNoLoftAccess: Unknown': 'flat unknown insulation',
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'PitchedNormalNoLoftAccess: Unknown, SameDwellingAbove: Unknown': 'pitched no access to loft',
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'PitchedNormalLoftAccess: 200mm, PitchedNormalNoLoftAccess: None': 'pitched insulated',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalNoLoftAccess: As Built': 'pitched less than 100mm insulation',
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'PitchedNormalNoLoftAccess: 50mm, PitchedNormalNoLoftAccess: Unknown': 'pitched less than 100mm insulation',
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'Flat: As Built, Flat: Unknown, PitchedNormalLoftAccess: 250mm': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 50mm': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 250mm, PitchedNormalNoLoftAccess: None': 'pitched insulated',
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'Flat: 100mm, Flat: As Built': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalNoLoftAccess: Unknown': 'pitched less than 100mm insulation',
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'AnotherDwellingAbove: Unknown, PitchedNormalLoftAccess: No Insulation': 'another dwelling above',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalNoLoftAccess: None': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 300mm': 'pitched insulated',
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'PitchedNormalLoftAccess: 100mm': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 270mm': 'pitched insulated',
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'PitchedNormalNoLoftAccess: 200mm, PitchedNormalNoLoftAccess: Unknown': 'pitched insulated',
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'PitchedNormalLoftAccess: 200mm, PitchedNormalNoLoftAccess: Unknown': 'pitched insulated',
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'Flat: As Built, PitchedNormalLoftAccess: 250mm': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 50mm, PitchedNormalLoftAccess: 75mm': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 300mm, PitchedNormalLoftAccess: Unknown': 'pitched insulated',
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'Flat: As Built, PitchedNormalNoLoftAccess: 250mm': 'flat unknown insulation',
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'Flat: As Built, PitchedNormalNoLoftAccess: 50mm': 'flat unknown insulation',
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'Flat: As Built, PitchedNormalLoftAccess: 75mm': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 250mm, PitchedNormalNoLoftAccess: No Insulation': 'pitched insulated',
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'AnotherDwellingAbove: Unknown, PitchedNormalLoftAccess: 150mm': 'another dwelling above',
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'PitchedNormalLoftAccess: 75mm, PitchedNormalNoLoftAccess: No Insulation': 'pitched less than 100mm insulation',
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'AnotherDwellingAbove: Unknown, PitchedNormalNoLoftAccess: Unknown': 'another dwelling above',
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'Flat: As Built, PitchedNormalNoLoftAccess: 200mm': 'flat unknown insulation',
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'Flat: As Built, Flat: Unknown, PitchedNormalLoftAccess: 150mm': 'flat unknown insulation',
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'Flat: As Built, PitchedNormalLoftAccess: 150mm': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 300mm, PitchedNormalNoLoftAccess: 100mm': 'pitched insulated',
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'PitchedNormalLoftAccess: 100mm, PitchedNormalLoftAccess: 75mm': 'pitched less than 100mm insulation',
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'AnotherDwellingAbove: Unknown, PitchedNormalNoLoftAccess: 50mm, PitchedNormalNoLoftAccess: No Insulation':
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'another dwelling above',
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'Flat: As Built, PitchedNormalLoftAccess: 50mm': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 25mm': 'pitched less than 100mm insulation',
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'PitchedNormalLoftAccess: 50mm, PitchedNormalNoLoftAccess: Unknown': 'pitched less than 100mm insulation',
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'PitchedNormalNoLoftAccess: 150mm, PitchedNormalNoLoftAccess: Unknown, PitchedThatched: 25mm': 'pitched insulated',
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'Flat: 150mm+': 'flat insulated',
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'Flat: Unknown, PitchedNormalLoftAccess: 100mm, PitchedNormalNoLoftAccess: Unknown': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 150mm, PitchedNormalLoftAccess: Unknown': 'pitched insulated',
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'PitchedNormalLoftAccess: 150mm, PitchedNormalLoftAccess: 250mm': 'pitched insulated',
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'Flat: As Built, PitchedNormalLoftAccess: 100mm, PitchedNormalNoLoftAccess: Unknown': 'flat unknown insulation',
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'PitchedNormalLoftAccess: 250mm': 'pitched insulated',
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'PitchedNormalLoftAccess: 250mm, PitchedNormalLoftAccess: 75mm': 'pitched insulated',
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'PitchedNormalLoftAccess: 250mm, PitchedNormalLoftAccess: 50mm': 'pitched insulated',
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'AnotherDwellingAbove: Unknown, PitchedNormalLoftAccess: 200mm': 'another dwelling above',
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'PitchedNormalNoLoftAccess: Unknown': 'pitched no access to loft',
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'PitchedNormalLoftAccess: Unknown': 'pitched unknown insulation',
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'AnotherDwellingAbove: Unknown': 'another dwelling above',
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'Flat, insulated': 'flat insulated',
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'Pitched, insulated (assumed)': 'pitched insulated',
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'Flat, insulated (assumed)': 'flat insulated',
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'(another dwelling above)': 'another dwelling above',
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'Pitched, insulated at rafters': 'pitched insulated',
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'(other premises above)': 'another dwelling above',
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'Average thermal transmittance 0.15 W/m-¦K': 'average thermal transmittance',
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'Pitched, 25 mm loft insulation': 'pitched less than 100mm insulation',
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'Roof room(s), insulated (assumed)': 'room roof insulated',
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'Pitched, limited insulation (assumed)': 'pitched less than 100mm insulation',
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'Pitched, 270 mm loft insulation': 'pitched insulated',
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'Pitched, 250 mm loft insulation': 'pitched insulated',
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'Pitched, 200mm loft insulation': 'pitched insulated',
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'Flat, no insulation': 'flat uninsulated',
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'Pitched, 75 mm loft insulation': 'pitched less than 100mm insulation',
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'Average thermal transmittance 0.09 W/m-¦K': 'average thermal transmittance',
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'SAP05:Roof': 'unknown',
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'Pitched, 400 mm loft insulation': 'pitched insulated',
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'Pitched, 150mm loft insulation': 'pitched insulated',
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'Average thermal transmittance 0.11 W/m-¦K': 'unknown',
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'Pitched, 100 mm loft insulation': 'pitched less than 100mm insulation',
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'Pitched, 300 mm loft insulation': 'pitched insulated',
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'Pitched, 75mm loft insulation': 'pitched less than 100mm insulation',
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'Pitched, 300+mm loft insulation': 'pitched insulated',
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'Pitched, 300+ mm loft insulation': 'pitched insulated',
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'Average thermal transmittance 0.11 W/m?K': 'average thermal transmittance',
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'Average thermal transmittance 0.10 W/m?K': 'average thermal transmittance',
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'Pitched, 250mm loft insulation': 'pitched insulated',
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'Pitched, 300+ mm loft insulation': 'pitched insulated',
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'Average thermal transmittance 0.1 W/m-¦K': 'average thermal transmittance',
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'Pitched, *** INVALID INPUT Code : 57 *** loft insulation': 'unknown',
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'Pitched, 100mm loft insulation': 'pitched less than 100mm insulation',
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'Pitched, loft insulation': 'pitched less than 100mm insulation',
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'Average thermal transmittance 0.20 W/m?K': 'average thermal transmittance',
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'Average thermal transmittance 0.1 W/m?K': 'average thermal transmittance',
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'Average thermal transmittance 0.16 W/m-¦K': 'average thermal transmittance',
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'Average thermal transmittance 0.14 W/m?K': 'average thermal transmittance',
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'Pitched, 50 mm loft insulation': 'pitched less than 100mm insulation',
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'Flat, limited insulation': 'flat uninsulated',
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'Average thermal transmittance 0.12 W/m?K': 'average thermal transmittance',
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'Roof room(s), ceiling insulated': 'room roof insulated',
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'Average thermal transmittance 0.18 W/m?K': 'average thermal transmittance',
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'Average thermal transmittance 0.10 W/m-¦K': 'average thermal transmittance',
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'Pitched, 400+ mm loft insulation': 'pitched insulated',
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'Average thermal transmittance 0.14 W/m²K': 'average thermal transmittance',
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'Pitched, no insulation (assumed)': 'pitched less than 100mm insulation',
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'Average thermal transmittance 0.16 W/m?K': 'average thermal transmittance',
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'Average thermal transmittance 0.21 W/m?K': 'average thermal transmittance',
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'Flat, no insulation (assumed)': 'flat uninsulated',
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'Pitched, no insulation': 'pitched less than 100mm insulation',
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'Average thermal transmittance 0.12 W/m-¦K': 'average thermal transmittance',
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'Pitched, 12 mm loft insulation': 'pitched less than 100mm insulation',
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'Average thermal transmittance 0.07 W/m-¦K': 'average thermal transmittance',
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'Roof room(s), no insulation (assumed)': 'room roof uninsulated',
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'Pitched, no insulation(assumed)': 'pitched less than 100mm insulation',
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'Average thermal transmittance 0.13 W/m-¦K': 'average thermal transmittance',
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'Average thermal transmittance 0.08 W/m-¦K': 'average thermal transmittance',
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'Average thermal transmittance 0.14 W/m-¦K': 'average thermal transmittance',
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'Pitched, 350 mm loft insulation': 'pitched insulated',
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'Average thermal transmittance 0 W/m-¦K': 'average thermal transmittance',
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'Pitched, 200 mm loft insulation': 'pitched insulated',
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'Pitched, 150 mm loft insulation': 'pitched insulated',
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'Flat, limited insulation (assumed)': 'flat uninsulated',
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'Pitched (no access to loft) 350mm': 'pitched insulated',
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'Pitched (no access to loft) 200mm': 'pitched insulated',
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'Pitched (access to loft) 200mm': 'pitched insulated',
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'Pitched (no access to loft) 250mm': 'pitched insulated',
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'Pitched (access to loft) 100mm': 'pitched insulated',
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'Another dwelling above ND (inferred)': 'another dwelling above',
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'Pitched (no access to loft) N/A': 'pitched no access to loft',
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'Pitched (no access to loft) ND (inferred)': 'pitched no access to loft',
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'Pitched (no access to loft) 150mm': 'pitched insulated',
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'Pitched (access to loft) 400mm+': 'pitched insulated',
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'Pitched (no access to loft) 300mm': 'pitched insulated',
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'Pitched (access to loft) <25mm': 'pitched less than 100mm insulation',
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'Pitched (access to loft) None': 'pitched less than 100mm insulation',
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'Pitched (access to loft) 300mm': 'pitched insulated',
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'Pitched (access to loft) 50mm': 'pitched less than 100mm insulation',
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'Pitched (access to loft) 270mm': 'pitched insulated',
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'Pitched (access to loft) Non-joist': 'pitched access to loft',
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'Pitched (access to loft) 250mm': 'pitched insulated',
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'Another dwelling above N/A': 'another dwelling above',
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'Pitched (access to loft) 150mm': 'pitched insulated',
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'Pitched (access to loft) ND (inferred)': 'pitched access to loft',
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'Pitched (access to loft) 350mm': 'pitched insulated',
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'Pitched (access to loft) NR': 'pitched unknown insulation',
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'Pitched (access to loft) 75mm': 'pitched less than 100mm insulation',
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'Pitched (access to loft) N/A': 'pitched access to loft',
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'ND (inferred) 250mm': 'unknown insulated',
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'Pitched (vaulted ceiling) Non-joist': 'pitched unknown insulation',
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'ND (inferred) ND (inferred)': 'unknown',
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'Flat Non-joist': 'flat insulated',
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'Same dwelling above N/A': 'another dwelling above',
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'Flat: As Built, PitchedNormalLoftAccess: Unknown': 'flat unknown insulation',
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'PitchedNormalLoftAccess: Unknown, PitchedNormalNoLoftAccess: Unknown': 'pitched unknown insulation',
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'PitchedNormalLoftAccess: 400mm+': 'pitched insulated',
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'AnotherDwellingAbove: 150mm': 'another dwelling above',
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'Flat: 150mm': 'flat insulated',
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'AnotherDwellingAbove: 50mm': 'another dwelling above',
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'PitchedNormalNoLoftAccess: As Built': 'pitched no access to loft',
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'PitchedNormalLoftAccess: 250mm, PitchedWithSlopingCeiling: As Built': 'pitched insulated',
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'PitchedNormalLoftAccess: 200mm, PitchedWithSlopingCeiling: As Built': 'pitched insulated',
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'PitchedNormalLoftAccess: 350mm': 'pitched insulated',
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'PitchedNormalNoLoftAccess: 270mm': 'pitched no access to loft',
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'AnotherDwellingAbove: 100mm': 'another dwelling above',
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'PitchedWithSlopingCeiling: Unknown': 'piched unknown insulation',
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'AnotherDwellingAbove: Unknown, Flat: As Built': 'another dwelling above',
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'Flat: Unknown, PitchedNormalLoftAccess: 25mm': 'flat unknown insulation',
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'SameDwellingAbove: Unknown': 'another dwelling above',
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'Flat: Unknown': 'flat unknown insulation',
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'Flat: 50mm, PitchedNormalLoftAccess: 100mm': 'flat insulated',
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'Flat: As Built, PitchedNormalLoftAccess: 250mm, PitchedWithSlopingCeiling: As Built': 'flat unknown insulation',
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'Flat: As Built, PitchedNormalLoftAccess: 400mm+': 'flat unknown insulation',
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'PitchedWithSlopingCeiling: As Built': 'pitched insulated',
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'PitchedNormalLoftAccess: As Built': 'pitched unknown insulation',
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}
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