From e146302fb953e9348df43a02dc452c4a504e6846 Mon Sep 17 00:00:00 2001
From: quandanrepo <45804868+quandanrepo@users.noreply.github.com>
Date: Wed, 9 Aug 2023 16:37:12 +0100
Subject: [PATCH] Update app.py - fix median bug

Change drop to skipna for median method
---
 model_data/simulation_system/app.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/model_data/simulation_system/app.py b/model_data/simulation_system/app.py
index 545fae16..f0df75e4 100644
--- a/model_data/simulation_system/app.py
+++ b/model_data/simulation_system/app.py
@@ -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"],