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reviewing methodology

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Khalim Conn-Kowlessar 2025-02-25 08:41:08 +00:00
parent 0ffc59861c
commit 67f3e8ab70
1 changed files with 42 additions and 9 deletions
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51
asset_list/AssetList.py
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@ -951,7 +951,7 @@ class AssetList:
###################################################### ######################################################
# 1) Has been flagged on the non-intrusives as being a cavity wall, empty or partially filled # 1) Has been flagged on the non-intrusives as being a cavity wall, empty or partially filled
# 2) The age is before 1995 # 2) The age is before 1995
# TODO: 3) Remove anything that likley has access issues # 3) We don't remove anything that haas access issues yet
self.standardised_asset_list["non_intrusive_indicates_empty_cavity"] = ( self.standardised_asset_list["non_intrusive_indicates_empty_cavity"] = (
(~self.standardised_asset_list[self.STANDARD_PROPERTY_TYPE].isin(["bedsit"])) & (~self.standardised_asset_list[self.STANDARD_PROPERTY_TYPE].isin(["bedsit"])) &
(self.standardised_asset_list['non-intrusives: Construction'] == "CAVITY") & (self.standardised_asset_list['non-intrusives: Construction'] == "CAVITY") &
@ -976,6 +976,19 @@ class AssetList:
self.EPC_API_DATA_NAMES["current-energy-efficiency"]] <= self.EMPTY_CAVITY_SAP_THRESHOLD self.EPC_API_DATA_NAMES["current-energy-efficiency"]] <= self.EMPTY_CAVITY_SAP_THRESHOLD
) )
) )
z0 = self.standardised_asset_list[
self.standardised_asset_list["epc_indicates_empty_cavity"] & (
~self.standardised_asset_list["non_intrusive_indicates_empty_cavity"]
)
]
z0['non-intrusives: Construction'].value_counts()
z0['non-intrusives: Insulated'].value_counts()
z00 = z0[z0['non-intrusives: Insulated'] == "EWI"]
# If the EPC is estimated, perhaps we should defer to the non-intrusives?
z00[""]
###################################################### ######################################################
# Extraction # Extraction
###################################################### ######################################################
@ -990,14 +1003,26 @@ class AssetList:
) )
) )
z = self.standardised_asset_list[ # z3 = self.standardised_asset_list[
self.standardised_asset_list["non-intrusives: CIGA Check Required"] == "YES" # self.standardised_asset_list["non_intrusive_indicates_cavity_extraction"]
] # ]
z["non-intrusives: Insulated"].value_counts() # z3['non-intrusives: Material'].value_counts()
z["non-intrusives: Material"].value_counts() # self.standardised_asset_list['non-intrusives: Material'].value_counts()
z[self.ATTRIBUTE_SAP_THRESHOLD_AND_BELOW].value_counts() #
z[self.EPC_API_DATA_NAMES["current-energy-efficiency"]].max() # z = self.standardised_asset_list[
zz = z[z[self.EPC_API_DATA_NAMES["current-energy-efficiency"]] == 105] # self.standardised_asset_list["non-intrusives: CIGA Check Required"] == "YES"
# ]
# z["non-intrusives: Insulated"].value_counts()
# z["non-intrusives: Material"].value_counts()
# z[self.ATTRIBUTE_SAP_THRESHOLD_AND_BELOW].value_counts()
# z[self.EPC_API_DATA_NAMES["current-energy-efficiency"]].max()
# z[self.EPC_API_DATA_NAMES["current-energy-efficiency"]].min()
# z[self.STANDARD_YEAR_BUILT].describe()
#
# zz = z[z[self.EPC_API_DATA_NAMES["current-energy-efficiency"]] == 105]
# z2 = self.standardised_asset_list[
# self.standardised_asset_list["non-intrusives: CIGA Check Required"] == "NO"
# ]
###################################################### ######################################################
# Solar # Solar
@ -1159,6 +1184,10 @@ class AssetList:
.lower().str.contains("solid") .lower().str.contains("solid")
) & ( ) & (
~self.standardised_asset_list["epc_has_floor_recommendation"] ~self.standardised_asset_list["epc_has_floor_recommendation"]
) & (
# We do not utilise estimated EPCs for this method because we will always find that
# "epc_has_floor_recommendation" is False
~self.standardised_asset_list["estimated"]
) )
) | ( ) | (
( (
@ -1180,6 +1209,10 @@ class AssetList:
.lower().str.contains("suspended") .lower().str.contains("suspended")
) & ( ) & (
~self.standardised_asset_list["epc_has_floor_recommendation"] ~self.standardised_asset_list["epc_has_floor_recommendation"]
) & (
# We do not utilise estimated EPCs for this method because we will always find that
# "epc_has_floor_recommendation" is False
~self.standardised_asset_list["estimated"]
) )
) | ( ) | (
( (