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pipeline.py

@@ -11,6 +11,11 @@ def eval(filename_in, filename_out):
     data_eval['czynsz'] = data_eval['czynsz'].str.extract('(\d+)')
     data_eval['stan'] = data_eval['stan'].map({'do zamieszkania': 2, 'do remontu': 1, 'do wykończenia': 2})
     data_eval['rynek'] = data_eval['rynek'].map({'wtórny': 0, 'pierwotny': 1})
+    data_eval['stan'] = data_eval['stan'].fillna(0)
+    data_eval['czynsz'] = data_eval['czynsz'].fillna(200)
+    data_eval['liczba pokoi'] = data_eval['liczba pokoi'].fillna(2)
+    data_eval['metraz'] = data_eval['metraz'].fillna(40.0)
+    data_eval['rynek'] = data_eval['rynek'].fillna(0)
     data_eval.dropna(inplace=True)
     data_eval = data_eval[['stan', 'czynsz', 'liczba pokoi', 'metraz', 'rynek']]
 

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