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Update app.py - fix median bug

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Change drop to skipna for median method
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quandanrepo 2023-08-09 16:37:12 +01:00 • committed by GitHub
parent 07af58eb85
commit e146302fb9
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model_data/simulation_system/app.py
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@ -86,7 +86,7 @@ HEAT_DEMAND_RESPONSE = "ENERGY_CONSUMPTION_CURRENT"
def make_cleaning_averages(df):
# Define a custom function to calculate the median, excluding missing values
def median_without_missing(group):
return group[AVERAGE_FIXED_FEATURES].dropna().median()
return group[AVERAGE_FIXED_FEATURES].median(skipna=True)
cleaning_averages = df.groupby(
["PROPERTY_TYPE", "BUILT_FORM", "CONSTRUCTION_AGE_BAND", "NUMBER_HABITABLE_ROOMS", "NUMBER_HEATED_ROOMS"],