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Andras Schmelczer 2026-03-11 20:44:34 +00:00
parent 80a5a2a774
commit 791bc6976b
24 changed files with 890 additions and 312 deletions
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2
pipeline/transform/join_epc_pp.py
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@ -84,7 +84,7 @@ def main():
& pl.col("_prev_rooms").is_not_null()
& (pl.col("NUMBER_HABITABLE_ROOMS") != pl.col("_prev_rooms"))
)
.then(pl.lit("Remodeling"))
.then(pl.lit("Remodelling"))
.when(
pl.col("TOTAL_FLOOR_AREA").is_not_null()
& pl.col("_prev_area").is_not_null()

11
pipeline/transform/merge.py
View file

@ -21,7 +21,8 @@ _AREA_COLUMNS = [
"Indoors Sub-domain Score",
"Outdoors Sub-domain Score",
# Ethnicity
"% Asian",
"% South Asian",
"% East Asian",
"% Black",
"% Mixed",
"% White",
@ -49,7 +50,8 @@ _AREA_COLUMNS = [
"Number of restaurants within 2km",
"Number of grocery shops and supermarkets within 2km",
"Number of parks within 2km",
"Number of public transport stations within 2km",
"Train or tube stations within 1km",
"Distance to nearest train or tube station (km)",
# Environment
"Noise (dB)",
"Max available download speed (Mbps)",
@ -298,7 +300,7 @@ def _build(
"pp_address": "Address per Property Register",
"epc_address": "Address per EPC",
"postcode": "Postcode",
"duration": "Leashold/Freehold",
"duration": "Leasehold/Freehold",
"current_energy_rating": "Current energy rating",
"potential_energy_rating": "Potential energy rating",
"total_floor_area": "Total floor area (sqm)",
@ -306,7 +308,8 @@ def _build(
"restaurants_2km": "Number of restaurants within 2km",
"groceries_2km": "Number of grocery shops and supermarkets within 2km",
"parks_2km": "Number of parks within 2km",
"public_transport_2km": "Number of public transport stations within 2km",
"train_tube_1km": "Train or tube stations within 1km",
"train_tube_nearest_km": "Distance to nearest train or tube station (km)",
"latest_price": "Last known price",
"number_habitable_rooms": "Number of bedrooms & living rooms",
"noise_lden_db": "Noise (dB)",