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override scenerio data to have average insulation thickness, change impact values

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This commit is contained in:
Michael Duong 2024-03-27 11:39:51 +00:00
parent 0ea8a40143
commit ebb2823661
1 changed files with 41 additions and 7 deletions
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48
etl/epc/generate_scenarios_data.py
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@ -54,9 +54,19 @@ scenario_properties = [
"postcode": "NN1 5JY",
"lmk-key": "1459796789102016070507274146560098",
"measures": [
[["internal_wall_insulation"], "11", None, [0]],
[["external_wall_insulation"], "10", None, [0]],
[["solar", "windows"], "12-15", {"photo_supply_ending": 50}, [0, 1]],
[
["internal_wall_insulation"],
"11",
{"walls_insulation_thickness_ending": "average"},
[0],
],
[
["external_wall_insulation"],
"10",
{"walls_insulation_thickness_ending": "average"},
[0],
],
[["solar", "windows"], "15", {"photo_supply_ending": 50}, [0, 1]],
],
},
{
@ -64,7 +74,12 @@ scenario_properties = [
"postcode": "HP1 2HA",
"lmk-key": "c14029235739827d5f627dc8aa9bb567d026b267e851e0db0001db24638667b1",
"measures": [
[["cavity_wall_insulation", "loft_insulation"], "15", None, [0, 1]],
[
["cavity_wall_insulation", "loft_insulation"],
"15",
{"walls_insulation_thickness_ending": "average"},
[0, 1],
],
],
},
{
@ -72,7 +87,12 @@ scenario_properties = [
"postcode": "HP1 2HE",
"lmk-key": "99296a6dda21314fef3a61cda59e441e9a2aacf115eb96f4a0fa85696bf7b117",
"measures": [
[["cavity_wall_insulation", "loft_insulation"], "15", None, [0, 1]],
[
["cavity_wall_insulation", "loft_insulation"],
"15",
{"walls_insulation_thickness_ending": "average"},
[0, 1],
],
],
},
{
@ -80,7 +100,12 @@ scenario_properties = [
"postcode": "HP1 2AN",
"lmk-key": "d1e0534be3a44c33003323b21d0e322e3daddc65b5ee71936f89c59ddab96b50",
"measures": [
[["cavity_wall_insulation", "loft_insulation"], "15", None, [0, 1]],
[
["cavity_wall_insulation", "loft_insulation"],
"15",
{"walls_insulation_thickness_ending": "average"},
[0, 1],
],
],
},
{
@ -88,11 +113,17 @@ scenario_properties = [
"postcode": "HP1 2HX",
"lmk-key": "1eae354db522a95188018d9cd0502ed8c609910b6c88f8797d3a25f59b11770a",
"measures": [
[["cavity_wall_insulation", "loft_insulation"], "15", None, [0, 1]],
[
["cavity_wall_insulation", "loft_insulation"],
"15",
{"walls_insulation_thickness_ending": "average"},
[0, 1],
],
],
},
]
recommendations_scoring_data = []
for scenario_property in scenario_properties:
@ -217,6 +248,9 @@ for scenario_property in scenario_properties:
recommendations_scoring_data.extend(scoring_list)
recommendations_scoring_data = pd.DataFrame(recommendations_scoring_data)
recommendations_scoring_data["impact"] = recommendations_scoring_data["impact"].astype(
int
)
recommendations_scoring_data = recommendations_scoring_data.drop(
columns=[
"rdsap_change",