mirror of
https://github.com/Hestia-Homes/Model.git
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377 lines
23 KiB
Python
377 lines
23 KiB
Python
import numpy as np
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STANDARD_WALL_CONSTRUCTIONS = {
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# Cavity
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"uninsulated cavity", "filled cavity", "partial insulated cavity", "cavity unknown insulation",
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# Solic Brick
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"uninsulated solid brick", "insulated solid brick", "solid brick unknown insulation",
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# Timber Frame
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"timber frame unknown insulation", "insulated timber frame", "uninsulated timber frame",
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# System
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"system built unknown insulation", "insulated system built", "uninsulated system built",
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# Granite or Whinstone
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"granite or whinstone unknown insulation", "insulated granite or whinstone", "uninsulated granite or whinstone",
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# Sandstone or Limestone
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"sandstone or limestone unknown insulation", "insulated sandstone or limestone",
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"uninsulated sandstone or limestone",
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# Other
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"other",
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"cob",
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"new build - average thermal transmittance",
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}
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WALL_CONSTRUCTION_MAPPINGS = {
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"New Build - Average Thermal Transmittance": "new build - average thermal transmittance",
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'Average thermal transmittance 0.25 W/m?K': 'new build - average thermal transmittance',
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'Cavity wall, as built, insulated (assumed)': 'filled cavity',
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'Average thermal transmittance 0.31 W/m?K': 'unknown',
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'Cavity wall, as built, no insulation (assumed)': 'uninsulated cavity',
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'Average thermal transmittance 0.30 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.28 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.25 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.21 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.20 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.29 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.16 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.27 W/m²K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.15 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.23 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.18 W/m?K': 'new build - average thermal transmittance',
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'Granite or whin, with internal insulation': 'insulated granite or whinstone',
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"Granite or whinstone, as built, insulated (assumed)": "uninsulated granite or whinstone",
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'Average thermal transmittance 0.22 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.24 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.16 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.35 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.26 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.62 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.64 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.61 W/m?K': 'new build - average thermal transmittance',
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'Sandstone or limestone, as built, no insulation (assumed)': 'uninsulated sandstone or limestone',
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'Average thermal transmittance 0.33 W/m?K': 'new build - average thermal transmittance',
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'Cavity wall,': "cavity unknown insulation",
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'Cavity wall, as built, partial insulation (assumed)': 'partial insulated cavity',
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'Average thermal transmittance 0.29 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.32 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.19 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.27 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.22 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.38 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.26 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.27 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.18 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance = 0.27 W/m?K': 'new build - average thermal transmittance',
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'Cavity wall, with external insulation': 'filled cavity',
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'Average thermal transmittance 0.21 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.23 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.20 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.32 W/m?K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.24 W/m-¦K': 'new build - average thermal transmittance',
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'Cavity wall, with internal insulation': 'filled cavity',
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'Average thermal transmittance 0.17 W/m-¦K': 'new build - average thermal transmittance',
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'Average thermal transmittance 0.28 W/m?K': 'new build - average thermal transmittance',
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'new build - average thermal transmittance': 'new build - average thermal transmittance',
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'average thermal transmittance 0.25 w/m?k': 'new build - average thermal transmittance',
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'cavity wall, as built, insulated (assumed)': 'filled cavity',
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'average thermal transmittance 0.31 w/m?k': 'new build - average thermal transmittance',
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'cavity wall, as built, no insulation (assumed)': 'uninsulated cavity',
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'average thermal transmittance 0.30 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.28 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.25 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.21 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.20 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.29 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.16 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.27 w/m²k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.15 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.23 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.18 w/m?k': 'new build - average thermal transmittance',
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'granite or whin, with internal insulation': 'insulated granite or whinstone',
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'average thermal transmittance 0.22 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.24 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.16 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.35 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.26 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.62 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.64 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.61 w/m?k': 'new build - average thermal transmittance',
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'sandstone or limestone, as built, no insulation (assumed)': 'uninsulated sandstone or limestone',
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'average thermal transmittance 0.33 w/m?k': 'new build - average thermal transmittance',
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'cavity wall,': "cavity unknown insulation",
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'cavity wall, as built, partial insulation (assumed)': 'partial insulated cavity',
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'average thermal transmittance 0.29 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.32 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.19 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.27 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.22 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.38 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.26 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.27 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.18 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance = 0.27 w/m?k': 'new build - average thermal transmittance',
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'cavity wall, with external insulation': 'filled cavity',
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'average thermal transmittance 0.21 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.23 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.20 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.32 w/m?k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.24 w/m-¦k': 'new build - average thermal transmittance',
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'cavity wall, with internal insulation': 'filled cavity',
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'average thermal transmittance 0.17 w/m-¦k': 'new build - average thermal transmittance',
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'average thermal transmittance 0.28 w/m?k': 'new build - average thermal transmittance',
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'Cavity wall, filled cavity': 'filled cavity',
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'Cavity wall, filled cavity and external insulation': 'filled cavity',
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'Granite or whinstone, as built, no insulation (assumed)': 'uninsulated granite or whinstone',
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'Solid brick, as built, insulated (assumed)': 'insulated solid brick',
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'Solid brick, as built, no insulation (assumed)': 'uninsulated solid brick',
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'Solid brick, with external insulation': 'insulated solid brick',
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'Solid brick, with internal insulation': 'insulated solid brick',
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'System built, as built, insulated (assumed)': 'insulated system built',
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'System built, as built, no insulation (assumed)': 'uninsulated system built',
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'System built, with external insulation': 'insulated system built',
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'System built, with internal insulation': 'insulated system built',
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'Timber frame, as built, insulated (assumed)': 'insulated timber frame',
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'Timber frame, as built, no insulation (assumed)': 'uninsulated timber frame',
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'Timber frame, as built, partial insulation (assumed)': 'insulated timber frame',
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'Timber frame, with additional insulation': 'insulated timber frame',
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'CAVITY': 'cavity unknown insulation',
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'COMB': 'unknown',
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'NONE': 'unknown',
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'NOTKNOWN': 'unknown',
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'SOLID': 'solid brick unknown insulation',
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np.nan: 'unknown',
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'RENDER/TIMBER FRAME': 'timber frame unknown insulation',
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'SYSTEM BUILT': 'system built unknown insulation',
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'PCC PANELS': 'other',
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'NOT APPLICABLE - FLAT': 'unknown',
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'BRICK/TIMBER FRAME': 'timber frame unknown insulation',
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'BRICK/BLOCK CAVITY': 'cavity unknown insulation',
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'STONE SOLID': 'sandstone or limestone unknown insulation',
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'EXT CLADDING SYSTEM': 'system built unknown insulation',
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'BRICK/BLOCK SOLID': 'solid brick unknown insulation',
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'Cavity Filled cavity (with internal/external)': 'filled cavity',
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'ND (inferred) Filled cavity': 'filled cavity',
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'Cavity Filled cavity': 'filled cavity',
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'Cavity Unknown insulation': 'cavity unknown insulation',
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'Timber frame As-built': 'uninsulated timber frame',
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'System build Unknown insulation': 'system built unknown insulation',
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'Cavity As-built': 'uninsulated cavity',
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'System build External': 'insulated system built',
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'ND (inferred) ND (inferred)': 'unknown',
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'Solid brick External': 'insulated solid brick',
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'Cavity External': 'filled cavity',
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'System build As-built': 'uninsulated system built',
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'Solid brick Internal': 'insulated solid brick',
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'Cavity Internal': 'filled cavity',
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'System build Internal': 'insulated system built',
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'Solid brick As-built': 'uninsulated solid brick',
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'Cavity ': 'cavity unknown insulation',
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'Solid brick ': 'solid brick unknown insulation',
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'Timber frame Timber frame (good insulation)': 'insulated timber frame',
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' ': 'unknown',
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'Cavity No data': 'cavity unknown insulation',
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'Non trad ': 'other',
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'Solid brick / Multiple Attributes ': 'solid brick unknown insulation',
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'Cavity Believe CWI done by Dyson': 'filled cavity',
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'Cavity CWI required': 'uninsulated cavity',
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'Solid brick EWI installed': 'insulated solid brick',
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'Cavity Cavity batts': 'filled cavity',
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'Cavity CWI Completed by Dyson': 'filled cavity',
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None: "unknown",
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"Cavity": "cavity unknown insulation",
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'SolidBrick: Unknown': 'solid brick unknown insulation',
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'Cavity: Unknown': 'cavity unknown insulation',
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'Cavity: AsBuilt (Post 1995)': 'filled cavity',
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'Cavity: AsBuilt (1976-1982)': 'cavity unknown insulation',
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'SystemBuilt: AsBuilt': 'uninsulated system built',
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'TimberFrame: AsBuilt': "uninsulated timber frame",
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'Cavity: AsBuilt (1983-1995)': 'filled cavity',
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'Cavity: AsBuilt (1983-1995), Cavity: FilledCavity': 'filled cavity',
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'SolidBrick: AsBuilt': 'uninsulated solid brick',
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'Cavity: FilledCavity': 'filled cavity',
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'SolidBrick: Internal': 'insulated solid brick',
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'Cavity: External': 'filled cavity',
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'Sandstone: Internal': 'insulated sandstone or limestone',
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'Cavity: AsBuilt (Pre 1976)': 'uninsulated cavity',
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'System build': 'system built unknown insulation',
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'Solid brick': 'solid brick unknown insulation',
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'Stone': 'sandstone or limestone unknown insulation',
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'Timber frame': 'timber frame unknown insulation',
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'2017 onwards': 'new build - average thermal transmittance',
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'ND (inferred)': 'unknown',
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'Flat / maisonette': 'unknown',
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'Other': 'unknown',
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'Timber Frame': 'timber frame unknown insulation',
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'Cavity Wall': 'cavity unknown insulation',
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'Non-Traditional': 'system built unknown insulation',
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'PRC': 'system built unknown insulation',
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'Cross Wall': 'system built unknown insulation',
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'Solid Wall': 'solid brick unknown insulation',
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'Traditional': 'unknown',
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'Solid': 'solid brick unknown insulation',
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'Wates no fines': 'system built unknown insulation',
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'Concrete Frame': 'system built unknown insulation',
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'PRCWATES': 'system built unknown insulation',
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'Refurbished Cornish': 'system built unknown insulation',
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'Bailey Stratton': 'other',
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'Refurbished Reema': 'system built unknown insulation',
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'PRCREEMA': 'system built unknown insulation',
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'Trustsell Type': 'system built unknown insulation',
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'Petra Nissan': 'unknown',
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'Reinstated Airey': 'system built unknown insulation',
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'Refurbished Airey': 'system built unknown insulation',
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# From Abri- slightly unclear on types but not a large portion of the data
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'No Fines Type': 'system built unknown insulation',
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'Refurbished Unity': 'system built unknown insulation',
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'Timber Framed': 'timber frame unknown insulation',
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'Refurbished Woolaway': 'system built unknown insulation',
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'Modern Methods of Construction': 'other',
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'BISF - Brit Iron & Steel Federation': 'system built unknown insulation',
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'Steel Framed': 'system built unknown insulation',
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'Timber Framed with confirmed Fire Stopping': 'timber frame unknown insulation',
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'Sipporex': 'system built unknown insulation',
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'Wates': 'system built unknown insulation',
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'Bryants': 'system built unknown insulation',
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'Gregory (Crosswall)': 'system built unknown insulation',
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'Rsmit': 'system built unknown insulation',
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'Dorman Long': 'system built unknown insulation',
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'Tarmac': 'system built unknown insulation',
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'RBIS': 'system built unknown insulation',
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'Five Oaks': 'system built unknown insulation',
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'Not known': 'unknown',
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'Smiths': 'system built unknown insulation',
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'Kendrick': 'system built unknown insulation',
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'IDC': 'system built unknown insulation',
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'Wimpey (Part Brick)': 'system built unknown insulation',
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'Whitehall': 'system built unknown insulation',
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'Wimpey': 'system built unknown insulation',
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'Bison': 'system built unknown insulation',
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'Zinns': 'system built unknown insulation',
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'Bisf': 'system built unknown insulation',
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'Integer': 'system built unknown insulation',
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'Cornish': 'system built unknown insulation',
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'Rwate': 'system built unknown insulation',
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'Hill Presweld Steel': 'system built unknown insulation',
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'Cavity Filled Cavity': 'filled cavity',
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'Cavity Unknown': 'cavity unknown insulation',
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'Cavity Filled Cavity (internal)': 'filled cavity',
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'': 'unknown',
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'Cavity Internal Insulation': 'filled cavity',
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'Cavity As Built': "uninsulated cavity",
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'Non Trad Large Panel System': 'system built unknown insulation',
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'Non Trad Cornish': 'system built unknown insulation',
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'Non Trad Reema': 'system built unknown insulation',
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'Traditional Cavity Brickwork': 'cavity unknown insulation',
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'System build (undefined)': 'system built unknown insulation',
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'Non Trad Wimpey': 'system built unknown insulation',
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'Non Trad Wates': 'system built unknown insulation',
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'CAVITY FILLED 270MM': 'filled cavity',
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'CAVITY FILLED 270MM': 'filled cavity',
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'CAVITY FILLED 250MM': 'filled cavity',
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'CAVITY FILLED 260MM': 'filled cavity',
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'CAVITY FILLED 260MM': 'filled cavity',
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'SOLID A/B 220MM': 'solid brick unknown insulation',
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'CAVITY A/B 300MM': "uninsulated cavity",
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'CAVITY A/B 250MM': "uninsulated cavity",
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'CAVITY A/B 260MM': "uninsulated cavity",
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'CAVITY A/B 270MM': "uninsulated cavity",
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'SOLID BRICK/CAVITY EXT': 'solid brick unknown insulation',
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'CAVITY EWI': 'filled cavity',
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'SANDSTONE/CAVITY EXT': 'sandstone or limestone unknown insulation',
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'SYSTEM BUILD 100MM EWI': 'insulated system built',
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'CAVITY A/B 260MM': "uninsulated cavity",
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'CAVITY A/B 270MM': "uninsulated cavity",
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'CAVITY A/B 250MM': "uninsulated cavity",
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'System': 'system built unknown insulation',
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'Sandstone/Limestone': 'sandstone or limestone unknown insulation',
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'No Fines': 'system built unknown insulation',
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'Granite/Whinstone': 'granite or whinstone unknown insulation',
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'Not applicable to this asset type': 'unknown',
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'Steel Frame': 'system built unknown insulation',
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'Solid Wall As Built': 'uninsulated solid brick',
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'Solid As Built': 'uninsulated solid brick',
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'Cavity: FilledCavity, Cavity: Unknown': 'filled cavity',
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'Cavity: AsBuilt (Pre 1976), TimberFrame: Unknown': 'uninsulated cavity',
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'SolidBrick: AsBuilt, SolidBrick: Unknown': 'uninsulated solid brick',
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'Cavity: FilledCavity, SolidBrick: Unknown': 'filled cavity',
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'Cavity: AsBuilt (Pre 1976), SolidBrick: Unknown': 'uninsulated cavity',
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'Cavity: FilledCavity, TimberFrame: Unknown': 'filled cavity',
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'Cavity: AsBuilt (1976-1982), Cavity: Unknown': 'uninsulated cavity',
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'Cavity: Unknown, SolidBrick: AsBuilt': 'cavity unknown insulation',
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'Cavity: AsBuilt (1976-1982), Cavity: FilledCavity': 'filled cavity',
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'Cavity: External, Cavity: FilledCavity': 'filled cavity',
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'Cavity: AsBuilt (Post 1995), TimberFrame: AsBuilt': 'filled cavity',
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'TimberFrame: AsBuilt, TimberFrame: Internal': 'timber frame unknown insulation',
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'GraniteOrWhinstone: AsBuilt': 'uninsulated granite or whinstone',
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'Cavity: AsBuilt (Post 1995), Cavity: FilledCavity, SolidBrick: Internal': 'filled cavity',
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'Cavity: AsBuilt (Pre 1976), Cavity: FilledCavity': 'filled cavity',
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'SolidBrick: AsBuilt, SolidBrick: External': 'insulated solid brick',
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'Cavity: AsBuilt (Post 1995), Cavity: FilledCavity': 'filled cavity',
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'Cavity: FilledCavity, SolidBrick: Internal': 'filled cavity',
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'Cavity: AsBuilt (Post 1995), Cavity: FilledCavity, SolidBrick: Unknown': 'filled cavity',
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'Cavity: AsBuilt (Pre 1976), SolidBrick: AsBuilt': 'uninsulated cavity',
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'Cavity: AsBuilt (1976-1982), SolidBrick: AsBuilt': 'filled cavity',
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'Cavity: FilledCavity, SolidBrick: AsBuilt': 'filled cavity',
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'SolidBrick: External': 'insulated solid brick',
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'Cavity: FilledCavity, Cavity: Internal': 'filled cavity',
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'Cavity: External, SolidBrick: AsBuilt': 'filled cavity',
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'SolidBrick: AsBuilt, TimberFrame: AsBuilt': 'uninsulated solid brick',
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'Cavity: FilledCavity, SystemBuilt: AsBuilt': 'filled cavity',
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'Cavity: AsBuilt (1976-1982), SystemBuilt: AsBuilt': 'system built',
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'Cavity: AsBuilt (Post 1995), SolidBrick: AsBuilt': 'filled cavity',
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'Cavity: AsBuilt (1983-1995), TimberFrame: AsBuilt': 'filled cavity',
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'SystemBuilt: AsBuilt, TimberFrame: AsBuilt': 'uninsulated system built',
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'TimberFrame: Internal': 'insulated timber frame',
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'Cavity: Internal': 'filled cavity',
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'SystemBuilt: External': 'filled cavity',
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'Cavity: AsBuilt (Pre 1976), SystemBuilt: AsBuilt': 'uninsulated cavity',
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'SystemBuilt: Internal': 'insulated system built',
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|
'Cavity: AsBuilt (1983-1995), SolidBrick: AsBuilt': 'solid brick unknown insulation',
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|
'Cavity: AsBuilt (Pre 1976), TimberFrame: AsBuilt': 'timber frame unknown insulation',
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'SolidBrick: AsBuilt, SolidBrick: Internal': 'uninsulated solid brick',
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|
'Cavity: FilledCavity, TimberFrame: AsBuilt': 'filled cavity',
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|
'Cavity: FilledCavity, SolidBrick: AsBuilt, SolidBrick: Internal': 'filled cavity',
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'Cavity: Internal, SolidBrick: AsBuilt': 'filled cavity',
|
|
|
|
'Timber frame, filled cavity': 'filled cavity',
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|
'Cob, as built': 'cob',
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|
'Cavity wall, filled cavity and internal insulation': 'filled cavity',
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|
'SAP05:Walls': 'other',
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'Solid brick, as built, partial insulation (assumed)': 'insulated solid brick',
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'Sandstone, as built, no insulation (assumed)': 'uninsulated sandstone or limestone',
|
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'System built, as built, partial insulation (assumed)': 'system built unknown insulation',
|
|
'Timber frame, with external insulation': 'insulated timber frame',
|
|
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'Cob As-built': 'cob',
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|
'System built Unknown insulation': 'system built unknown insulation',
|
|
'Solid brick Unknown insulation': 'solid brick unknown insulation',
|
|
'Timber frame Internal': 'insulated timber frame',
|
|
'System built External': 'insulated system built',
|
|
'Stone As-built': 'uninsulated sandstone or limestone',
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|
'System built As-built': "uninsulated system built",
|
|
'System built Internal': 'insulated system built',
|
|
|
|
'Cavity: AsBuilt (1976-1982), TimberFrame: AsBuilt': 'cavity unknown insulation',
|
|
'Cavity: FilledCavityPlusExternal': 'filled cavity',
|
|
|
|
'Cavity, Filled Cavity': 'filled cavity',
|
|
'Solid Brick, As Built': 'solid brick unknown insulation',
|
|
'Cavity, As Built': 'cavity unknown insulation',
|
|
'Sandstone, As Built': 'sandstone or limestone unknown insulation',
|
|
'Timber Frame, As Built': 'timber frame unknown insulation',
|
|
'Solid Brick, Internal Insulation': 'insulated solid brick',
|
|
'Granite or Whinstone, As Built': 'granite or whinstone unknown insulation',
|
|
'Solid Brick, External': 'insulated solid brick',
|
|
|
|
'Cavity, Filled cavity': 'filled cavity',
|
|
'Solid Brick, As built': 'solid brick unknown insulation',
|
|
'System built, As built': 'system built unknown insulation',
|
|
'Timber frame, As built': 'timber frame unknown insulation',
|
|
'Cavity, As built': 'cavity unknown insulation',
|
|
|
|
'FILLED CAVITY': 'filled cavity',
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|
'EXTERNAL': 'insulated solid brick',
|
|
'AS BUILT': 'other'
|
|
}
|