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adding in a placeholder method which will assume that properties without an EPC, are going to be older properties

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Khalim Conn-Kowlessar 2025-05-23 10:48:08 +01:00
parent 1e0fbb111d
commit d2a74d5612
1 changed files with 12 additions and 0 deletions
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12
backend/SearchEpc.py
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@ -702,6 +702,18 @@ class SearchEpc:
exclude_old=exclude_old
)
# Check if it's a new build EPC. A property that doesn't have an EPC is not going to be a new build
# so we avoid comparing it to new builds
# TODO - this is experimental
newer_age_bands = [
"England and Wales: 1996-2002", "England and Wales: 2003-2006", "England and Wales: 2007-2011",
"England and Wales: 2012 onwards"
]
if (~epc_data["construction-age-band"].isin(newer_age_bands)).sum():
# We have some older age bands, so we need to filter them out
epc_data = epc_data[~epc_data["construction-age-band"].isin(newer_age_bands)].copy()
# If we have missing lodgment date, we fill it with inspection-date
epc_data["lodgement-datetime"] = epc_data["lodgement-datetime"].fillna(epc_data["inspection-date"])
# If we still have missing dates, we set it to the mean of the non NA dates