mirror of
https://github.com/Hestia-Homes/Model.git
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443 lines
16 KiB
Python
443 lines
16 KiB
Python
import numpy as np
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STANDARD_BUILT_FORMS = {
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"unknown",
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# Houses
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"end-terrace", "semi-detached", "detached", "mid-terrace", "enclosed mid-terrace", "enclosed end-terrace",
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# Flats
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"ground floor", "mid-floor", "top-floor", "basement", "low rise", "high rise",
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}
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BUILT_FORM_MAPPINGS = {
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'House (End Terrace)': 'end-terrace',
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'Ground Floor Flat General': 'ground floor',
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'House (Semi)': 'semi-detached',
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'House (Mid Terrace)': 'mid-terrace',
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'Bungalow': 'unknown',
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'House (Mid terrace)': 'mid-terrace',
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'Maisonette': 'unknown',
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'Flat': 'unknown',
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'First Floor Flat General': 'mid-floor',
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'Bungalow (Semi)': 'semi-detached',
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'Detached House': 'detached',
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'End Terraced House': 'end-terrace',
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'Studio (Ground floor)': 'ground floor',
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'Mid Terraced House': 'mid-terrace',
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'Ground Floor Flat': 'ground floor',
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'Semi Detached House': 'semi-detached',
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'Detached Property': 'detached',
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'Level not confirmed': 'unknown',
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'Bedsit': 'unknown',
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'Cottage': 'detached',
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'Terraced House': 'mid-terrace',
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'Studio (1st Floor)': 'ground floor',
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'Standard Maisonette': 'unknown',
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'Third Floor Flat or Above': 'top-floor',
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'Town House': 'end-terrace',
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'Guest room in a complex': 'unknown',
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'Back To Back House': 'mid-terrace',
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'PIMSS EMPTY': 'unknown',
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'Flat Basement': 'basement',
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'House': 'unknown',
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'Second Floor Flat': 'mid-floor',
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'First Floor Flat': 'ground floor',
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'Room Only': 'unknown',
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'End Terrace Housex': 'end-terrace',
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'Mid Terrace Bungalow': 'mid-terrace',
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'End Terrace Bungalow': 'end-terrace',
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'Mid Terrace House': 'mid-terrace',
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'Detached Bungalow': 'detached',
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'End Terrace House': 'end-terrace',
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'Mid Terrace Housekeeping ': 'mid-terrace',
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'Semi Detached Bung': 'semi-detached',
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'Guest Room': 'unknown',
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'Coach House': 'detached',
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'Office Buildings': 'unknown',
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'Maisonnette': 'mid-floor',
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'Bedspace': 'unknown',
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'Studio (3rd floor and above)': 'top-floor',
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'Adapted Property For Disabled': 'unknown',
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'Studio (2nd floor)': 'mid-floor',
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np.nan: 'unknown',
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'Third Floor Flat': 'mid-floor',
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'2 Ext. Wall Flat': 'mid-terrace',
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'Hostel': 'unknown',
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'Flat: Mid Terrace: Mid Floor': 'mid-terrace',
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'Bungalow: SemiDetached': 'semi-detached',
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'Flat: End Terrace: Top Floor': 'end-terrace',
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'Flat: Enclosed End Terrace: Top Floor': 'end-terrace',
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'Maisonette: End Terrace: Ground Floor': 'end-terrace',
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'Flat: End Terrace: Ground Floor': 'end-terrace',
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'Flat: Mid Terrace: Top Floor': 'mid-terrace',
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'House: Detached': 'detached',
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'Flat: End Terrace: Mid Floor': 'end-terrace',
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'House: SemiDetached': 'semi-detached',
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'Flat: Semi Detached: Ground Floor': 'semi-detached',
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'Flat: Semi Detached: Top Floor': 'semi-detached',
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'Flat: Mid Terrace: Ground Floor': 'mid-terrace',
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'House: MidTerrace': 'mid-terrace',
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'House: EndTerrace': 'end-terrace',
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'Bungalow: EndTerrace': 'end-terrace',
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'Bungalow: MidTerrace': 'mid-terrace',
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'Flat: Semi Detached: Mid Floor': 'semi-detached',
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'Maisonette: Mid Terrace: Top Floor': 'mid-terrace',
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'Flat: Enclosed Mid Terrace: Mid Floor': 'mid-terrace',
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'Flat: Enclosed Mid Terrace: Ground Floor': 'mid-terrace',
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'Flat: Detached: Ground Floor': 'detached',
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'Flat: Detached: Mid Floor': 'detached',
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'Flat: Detached: Top Floor': 'detached',
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'Flat: Enclosed End Terrace: Mid Floor': 'end-terrace',
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'Bungalow: Detached': 'detached',
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'Maisonette: End Terrace: Mid Floor': 'end-terrace',
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'Maisonette: Detached: Top Floor': 'detached',
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'Flat: Enclosed End Terrace: Ground Floor': 'end-terrace',
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'Flat: Enclosed Mid Terrace: Top Floor': 'mid-terrace',
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'House: EnclosedEndTerrace': 'end-terrace',
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'3 Ext. Wall Flat': 'semi-detached',
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'Bungalow Detached': 'detached',
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'Bungalow End Terrace': 'end-terrace',
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'Bungalow Mid Terrace': 'mid-terrace',
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'Bungalow Semi Detached': 'detached',
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'Maisonette 2 Ext. Wall': 'mid-terrace',
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'Maisonette 3 Ext. Wall': 'semi-detached',
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'End-terrace': 'end-terrace',
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'Mid-terrace': 'mid-terrace',
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'Semi-detached': 'semi-detached',
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'Detached': 'detached',
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'Flat / maisonette': 'unknown',
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'2014 onwards': 'unknown',
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'Semi Detached': 'semi-detached',
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'End Terraced': 'end-terrace',
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'Basement': 'basement',
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'No': 'unknown',
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'Mid Terrace': 'mid-terrace',
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'Link Detached': 'detached',
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'Mid Terraced': 'mid-terrace',
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'Ground Floor': 'ground floor',
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'End Terrace': 'end-terrace',
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'Sheltrd Semi Det': 'semi-detached',
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'Shop': 'unknown',
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'Fourth Floor': 'mid-floor',
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'Terraced': 'mid-terrace',
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'Leasehold Terr': 'mid-terrace',
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'Room': 'unknown',
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'Second Floor': 'mid-floor',
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'Third Floor': 'mid-floor',
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'Office': 'unknown',
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'First Floor Over Arch': 'ground floor',
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'16-25 IND-PPL': 'unknown',
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'Seventh Floor': 'top-floor',
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'Sheltered': 'unknown',
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'Shelt Bung End': 'end-terrace',
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'Room In Shared Accommodation': 'unknown',
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'Sheltred Bung Terrace': 'mid-terrace',
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'Garage In Block': 'unknown',
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'First Floor': 'ground floor',
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'First Floor Over Garage': 'ground floor',
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'Leasehold': 'unknown',
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'Sheltred Bung': 'unknown',
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'Garage': 'unknown',
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'Sixth Floor': 'top-floor',
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'Sheltered Bung': 'semi-detached',
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'Guest': 'unknown',
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'Fifth Floor': 'mid-floor',
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'Flat Within Block': 'mid-floor',
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'Coach House with Garage': 'detached',
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'Over Garage House': 'top-floor',
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'Apartment': 'mid-floor',
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'Flat Over Shop': 'top-floor',
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'Flat Over Garage': 'top-floor',
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'Bridge Flat': 'mid-floor',
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'House Mid Terrace': 'mid-terrace',
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'Semi-detached house': 'semi-detached',
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'House Semi Detached': 'semi-detached',
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'House Detached': 'detached',
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'Detached house': 'detached',
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'House End Terrace': 'end-terrace',
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'Flat Ground Floor Mr': 'ground floor',
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'Mais Flat 1St Fl Mr': 'mid-floor',
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'Top-floor maisonette': 'top-floor',
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'Flat 1St Warden Lr': 'mid-floor',
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'Cranwell': 'unknown',
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'No Fines': 'unknown',
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'Flat 1St Elderly Mr': 'mid-floor',
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'Stent Mod': 'unknown',
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'Mais Flat Grd Fl Mr': 'ground floor',
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'Flat 1St Floor Mr': 'mid-floor',
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'Mid-terrace house': 'mid-terrace',
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'Stent Unmod': 'unknown',
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'Flat 2Nd Floor Mr': 'mid-floor',
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'Studio Grd Warden Lr': 'ground floor',
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'Flat Grd Elderly Mr': 'ground floor',
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'Studio Fl Grd Eld Lr': 'ground floor',
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'Scottwood': 'unknown',
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'Airey': 'unknown',
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'Studio Flat 1Stfl Lr': 'mid-floor',
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'Studio Flat 1Stfl Mr': 'mid-floor',
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'Flat Grd Elderly Lr': 'ground floor',
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'Trusteel MKII': 'unknown',
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'No-Fines Concrete': 'unknown',
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'Crosswall': 'unknown',
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'Fidler': 'unknown',
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'Ground-floor maisonette': 'ground floor',
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'Studio Flat Grdfl Mr': 'ground floor',
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'Studio Flat Grd Lr': 'ground floor',
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'Studio Fl Grd Eld Mr': 'ground floor',
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'Bungalow Eld Person': 'unknown',
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'Cornish': 'unknown',
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'B.I.S.F.': 'unknown',
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'Flat 1St Floor Lr': 'mid-floor',
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'Mid-floor flat': 'mid-floor',
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'Bsit Bung Warden Sch': 'unknown',
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'Hawksley': 'unknown',
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'Orlit': 'unknown',
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'Mid-floor maisonette': 'mid-floor',
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'Ground-floor flat': 'ground floor',
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'Flat Grd Floor Lr': 'ground floor',
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'Studio 1St Warden Lr': 'mid-floor',
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'Flat Grd Warden Lr': 'ground floor',
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'end-terrace house': 'end-terrace',
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'Top-floor flat': 'top-floor',
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'End-terrace house': 'end-terrace',
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'Mais Flat 2Nd Fl Mr': 'mid-floor',
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'Flat 1St Elderly Lr': 'mid-floor',
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'Bfly Bung Bed Sitter': 'unknown',
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'Swedish': 'unknown',
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'Bungalow Semi Detach': 'semi-detached',
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'4 Ext. Wall Flat': 'unknown',
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'6 Ext. Wall Flat': 'unknown',
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'5 Ext. Wall Flat': 'unknown',
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'Unknown': 'unknown',
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'Enclosed mid-terrace': 'mid-terrace',
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'Enclosed end-terrace': 'end-terrace',
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'House GROUND FLOOR': 'ground floor',
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'Flat? GROUND FLOOR': 'ground floor',
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'House SD SEMI DETACHED': 'semi-detached',
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'House SEMI DETACHED': 'semi-detached',
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'Flat GROUND FLOOR': 'ground floor',
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'': 'unknown',
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'Flat SEVENTH FLOOR': 'mid-floor',
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'House D': 'detached',
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'House ET': 'end-terrace',
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'House SD Homeless Unit': 'semi-detached',
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'House MT Homeless Unit': 'mid-terrace',
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'Bungalow ET': 'end-terrace',
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'Bungalow D': 'detached',
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'House SD': 'semi-detached',
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'Bungalow Sheltered Accomodation': 'unknown',
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'House. SD': 'semi-detached',
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'Flat FIRST FLOOR MAISONETTE': 'ground floor',
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'Bungalow SD': 'semi-detached',
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'Flat FIRST FLOOR': 'ground floor',
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'Flat Sheltered Accomodation': 'unknown',
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'Flat SIXTH FLOOR': 'mid-floor',
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'Flat EIGHTH FLOOR': 'mid-floor',
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'Flat FOURTH FLOOR': 'mid-floor',
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'Flat Homeless Unit': 'unknown',
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'Bungalow MT': 'mid-terrace',
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'Bungalow Homeless Unit': 'unknown',
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'House MT': 'mid-terrace',
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'Flat FIFTH FLOOR': 'mid-floor',
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'Flat NINTH FLOOR': 'mid-floor',
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'House SD FIRST FLOOR': 'semi-detached',
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'Bungalow Supported housing': 'unknown',
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'Flat THIRD FLOOR': 'mid-floor',
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'Flat SECOND FLOOR': 'mid-floor',
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'House Homeless Unit': 'unknown',
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'Flat ELEVENTH FLOOR': 'mid-floor',
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'Flat TENTH FLOOR': 'mid-floor',
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'House. MT': 'mid-terrace',
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'Ground Floor Bedsit': 'ground floor',
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'Mid Terrace With Passage': 'mid-terrace',
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'End Of Terrace': 'end-terrace',
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'Ground Floor Maisonette': 'ground floor',
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'First Floor Bedsit': 'mid-floor',
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'GROUND FLOOR BEDSIT': 'ground floor',
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'GROUND FLOOR FLAT': 'ground floor',
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'BUNGALOW': 'unknown',
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'HOUSE 1 LIVING ROOM': 'unknown',
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'MAISONETTE OVER SHOP': 'unknown',
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'SECOND FLOOR FLAT': 'mid-floor',
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'FIRST FLOOR FLAT': 'ground floor',
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'GROUND FL MAISONETTE': 'ground floor',
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'HOUSE 2 LIVING ROOMS': 'unknown',
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'FLAT OVER SHOP': 'unknown',
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'4 Bed Detached House': 'detached',
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'2 Bed Detached House': 'detached',
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'3 Bed Detached Bungalow': 'detached',
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'1 Bed Semi-Detached House': 'semi-detached',
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'2 Bed Semi-Detached House': 'semi-detached',
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'2 Bed Detached Bungalow': 'detached',
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'1 Bed Mid Terrace Bungalow': 'mid-terrace',
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'4 Bed Semi-Detached Bungalow': 'semi-detached',
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'3 Bed Mid Terrace Bungalow': 'mid-terrace',
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'3 Bed Semi-Detached Bungalow': 'semi-detached',
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'3 Bed Mid Terrace House': 'mid-terrace',
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'2 Bed Mid Terrace House': 'mid-terrace',
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'3 Bed Detached House': 'detached',
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'2 Bed Semi-Detached Bungalow': 'semi-detached',
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'5 Bed Mid Terrace House': 'mid-terrace',
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'2 Bed Mid Terrace Bungalow': 'mid-terrace',
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'3 Bed Semi-Detached House': 'semi-detached',
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'1 Bed Semi-Detached Bungalow': 'semi-detached',
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'4 Bed Mid Terrace House': 'mid-terrace',
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'1 Bed Detached Bungalow': 'detached',
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'5 Bed Semi-Detached House': 'semi-detached',
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'6 Bed Detached House': 'detached',
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'1 Bed Mid Terrace House': 'mid-terrace',
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'4 Bed Semi-Detached House': 'semi-detached',
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'TBA': 'unknown',
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'1 Bed EOT House': 'end-terrace',
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'3 Bed Flat': 'unknown',
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'5 Bed EOT House': 'end-terrace',
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'1 Bed EOT Bungalow': 'end-terrace',
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'2 Bed EOT House': 'end-terrace',
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'1 Bed Studio Flat': 'unknown',
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'3 Bed Maison': 'unknown',
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'Commercial Letting': 'unknown',
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'4 Bed Maison': 'unknown',
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'2 Bed Flat': 'unknown',
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'3 Bed EOT House': 'end-terrace',
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'2 Bed Maison': 'unknown',
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'4 Bed EOT House': 'end-terrace',
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'1 Bed Flat': 'unknown',
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'3 Bed EOT Bungalow': 'end-terrace',
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'1 Bed Maison': 'unknown',
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'2 Bed EOT Bungalow': 'end-terrace',
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'Bungalow detached': 'detached',
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'Bungalow semi detached': 'semi-detached',
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'Sheltered bungalow semi detached': 'semi-detached',
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'Bedsit bungalow semi detached': 'semi-detached',
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'Semi detached house': 'semi-detached',
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'Bedsit bungalow terraced': 'mid-terrace', 'Terraced house': 'mid-terrace',
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'Sheltered flat': 'unknown',
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'APD Bungalow': 'unknown',
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'Flat with partition': 'unknown',
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'APD flat': 'unknown',
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'Sheltered warden flat': 'unknown',
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'Sheltered bedsit': 'unknown',
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'Sheltered bungalow terraced': 'mid-terrace',
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'Block': 'unknown',
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'Bungalow terraced': 'mid-terrace',
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'Maisonette flat': 'unknown',
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'Sheltered bedsit disabled': 'unknown',
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'Bedsit Flat': 'unknown',
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'Low Rise': 'low rise',
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'Upper Floor': 'top-floor',
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'High Rise': 'high rise',
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'2012 ONWARDS DETACHED': 'detached',
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'1950-66 END TERRACE': 'end-terrace',
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'1976-82 MID TERRACED': 'mid-terrace',
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'1950-66 MID TERRACE': 'mid-terrace',
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'1991-95 DETACHED': 'detached',
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'1976-82 END TERRACED': 'end-terrace',
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'1967-75 DETACHED': 'detached',
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'PRE 1900 DETACHED': 'detached',
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'PRE 1900 MID TERRACE': 'mid-terrace',
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'1900 DET': 'detached',
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'1967-75 MID TERR': 'mid-terrace',
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'1930-49 SEMI DET': 'semi-detached',
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'1900-29 SEMI DET': 'semi-detached',
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'1900-29 MID TERR': 'mid-terrace',
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'1983- 90 MID TERR': 'mid-terrace',
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'1976-82 MID TERR': 'mid-terrace',
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'1983-90 END TERR': 'end-terrace',
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'1991-95 SEMI DET': 'semi-detached',
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'1983-90 SEMI DET': 'semi-detached',
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'1991-95 MID TERR': 'mid-terrace',
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'1950-66 SEMI DET': 'semi-detached',
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'1900 MID TERR': 'mid-terrace',
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'1967-75 SEMI DET': 'semi-detached',
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'1983- 90 SEMI DET': 'semi-detached',
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'1983-90 MID TERR': 'mid-terrace',
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'1976-82 SEMI DET': 'semi-detached',
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'PRE 1900 MID TERR': 'mid-terrace',
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None: 'unknown',
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'SEMI-DETACHED': 'semi-detached',
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'DETACHED': 'detached',
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'MID TERRACE': 'mid-terrace',
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'END TERRACE': 'end-terrace',
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'ENCLOSED MID': 'enclosed mid-terrace',
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'BUILDING': 'unknown',
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'FLAT COMMUNAL FACILITIES': 'unknown',
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'MAISONETTE': 'unknown',
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'HOUSE': 'unknown',
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'FLAT': 'unknown',
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'BLOCK': 'unknown',
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'Semi Detached Bungalow': 'semi-detached',
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'End Terraced Bungalow': 'end-terrace',
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'Mid Terraced Town House': 'mid-terrace',
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'Semi-Detached House': 'detached',
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'Low Rise Flat': 'low rise',
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'Mid Terraced Bungalow': 'mid-terrace',
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'End Terraced Town House': 'end-terrace',
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'Cottage Flat': 'ground floor',
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'Maisonette Over Shop': 'mid-floor',
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'Medium Rise Flat': 'mid-floor',
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'Maisonette Medium Rise': 'unknown',
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'End-terraced house': 'end-terrace',
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'Ground floor study bedroom': 'ground floor',
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'End terrace bungalow': 'end-terrace',
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'End terrace house': 'end-terrace',
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'Ground floor bedsit': 'ground floor',
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'Detached bungalow': 'detached',
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'Lower ground floor flat': 'ground floor',
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'Mid terrace bungalow': 'mid-terrace',
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'Mid terrace house': 'mid-terrace',
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'Basement bedsit': 'basement',
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'Ground floor flat': 'ground floor',
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'Ground floor flat with study': 'ground floor',
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'Basement flat': 'basement',
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'Semi bungalow': 'semi-detached',
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'2nd floor flat': 'mid-floor',
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'General/Communal': 'unknown',
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'Semi house': 'semi-detached',
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'2nd floor flat with study': 'mid-floor',
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'1st floor flat with study room': 'mid-floor',
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'Cluster House': 'detached',
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'Utility pod': 'unknown',
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'3rd floor flat': 'mid-floor',
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'4th floor flat': 'mid-floor',
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'2nd floor study bedroom': 'mid-floor',
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'1st floor study bedroom': 'mid-floor',
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'Dormer bungalow': 'detached',
|
|
'1st floor flat': 'mid-floor',
|
|
'Block property': 'unknown',
|
|
'Utility pod - DDA compliant': 'unknown',
|
|
'2nd floor bedsit': 'mid-floor',
|
|
'1st floor bedsit': 'mid-floor',
|
|
'2nd/3rd floor duplex flat': 'mid-floor',
|
|
|
|
'Bungalow - Detached': 'detached',
|
|
'Maisonette - Detached': 'detached',
|
|
'Bedsit - Mid Terrace': 'mid-terrace',
|
|
'House - End Terrace': 'end-terrace',
|
|
'House - Mid Terrace': 'mid-terrace',
|
|
'Bungalow - End Terrace': 'end-terrace',
|
|
'Maisonette - End Terrace': 'end-terrace',
|
|
'Maisonette - Semi Detached': 'semi-detached',
|
|
'House - Detached': 'detached',
|
|
'Bedsit - End Terrace': 'end-terrace',
|
|
'House - Semi detached': 'semi-detached',
|
|
'Studio Flat - Mid Terrace': 'mid-terrace',
|
|
'Bungalow - Semi detached': 'semi-detached',
|
|
'Amenity Block - Detached': 'detached',
|
|
'Bungalow - Mid Terrace': 'mid-terrace',
|
|
'Amenity Block - Semi detached': 'semi-detached',
|
|
'Maisonette - Mid Terrace': 'mid-terrace',
|
|
'Chalet - Wheelchair': 'unknown',
|
|
'Studio Flat': 'unknown',
|
|
'Bungalow - Attached': 'semi-detached'
|
|
|
|
}
|