From c956342e96594a2b1bee821c4ba5e6ca145599aa Mon Sep 17 00:00:00 2001
From: Christoph Olberding <christoph.olberding@stud.hs-bochum.de>
Date: Sun, 28 Feb 2021 18:10:06 +0100
Subject: [PATCH] Upload New File
---
Imputer/fill_missing.py | 52 +++++++++++++++++++++++++++++++++++++++++
1 file changed, 52 insertions(+)
create mode 100644 Imputer/fill_missing.py
diff --git a/Imputer/fill_missing.py b/Imputer/fill_missing.py
new file mode 100644
index 0000000..185fdda
--- /dev/null
+++ b/Imputer/fill_missing.py
@@ -0,0 +1,52 @@
+# -*- coding: utf-8 -*-
+"""
+Created on Fri Feb 26 12:57:45 2021
+
+@author: Christoph
+"""
+
+import pandas as pd
+import numpy as np
+
+data = pd.read_csv('data.csv')
+data= data.iloc[:,1:]
+timeinterval=[0]
+minutes=[0]
+indexes=[]
+time=0
+minute=0
+for h in range(108):
+ h=h+1
+ if (h<13 or (h>48 and h<63) or h>98):
+ time=time + (30*60)
+ minute = minute+30
+ if ((h>12 and h<49)or (h>62 and h<99)):
+ time=time + (5*60)
+ minute=minute+5
+ timeinterval.append(time)
+ minutes.append(minute)
+ indexes.append(h)
+
+timeinterval=np.asarray(timeinterval)
+minutes=np.asarray(minutes)
+indexes=np.asarray(indexes)
+for h in range(np.asarray(timeinterval).shape[0]-1):
+ data.loc[(data['time']>timeinterval[h]) & (data['time']<=timeinterval[h+1]), 'time'] = indexes[h] #data.loc[(data['time']>timeinterval[h]) & (data['time']<=timeinterval[h+1]), 'time'] = indexes[h]
+
+
+
+d=data.copy()
+for e in data['day_index'].unique(): # für alle verschiedenen tages_indexe
+ day_data=data.loc[data['day_index'] == e] # nur die einzelnen Tage
+ for h in indexes: #für alle zeit_indexe der tage
+ for k in day_data['Streckenvorhersage.ZielortID'].unique(): # für alle verschiedenen Zielorte
+ day_data_location=day_data.loc[day_data['Streckenvorhersage.ZielortID'] == k] # auteilung der tageswerte nach zielort
+ exists=False;
+ for l in day_data_location['time'].unique(): #für alle verschiedenen EXISTENTEN zeiten im Tag
+ if(h==l):
+ exists=True # wenn die Zeit existiert
+ if (exists==False):
+ new_row={'Streckenvorhersage.ZielortID':k,'Streckenvorhersage.StartortID': 1,'Streckenvorhersage.Dauer':0,'time':h,'day_index':e}
+ data = data.append(new_row, ignore_index=True)
+
+data.to_csv('data_unfilled.csv')
\ No newline at end of file
--
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