mirror of
https://github.com/Hestia-Homes/Model.git
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178 lines
12 KiB
Python
178 lines
12 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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"unknown insulated",
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"unknown",
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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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}
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