Update compas.py

compas.py

@@ -294,14 +294,14 @@ class Compas(datasets.GeneratorBasedBuilder):
 
         # handle nan values
         data.loc[data.days_b_screening_arrest.isna(), "days_b_screening_arrest"] = -1
-        data.loc[:, "days_b_screening_arrest"] = data.days_b_screening_arrest.astype(int)
+        data["days_b_screening_arrest"] = data.days_b_screening_arrest.astype(int)
 
         # transform columns into intervals
         data = data[(~data.in_custody.isna()) & (~data.out_custody.isna())]
         in_dates = data.in_custody.apply(datetime.date.fromisoformat)
         out_dates = data.out_custody.apply(datetime.date.fromisoformat)
         days_in_custody = [delta.days for delta in out_dates - in_dates]
-        data.loc[:, "days_in_custody"] = days_in_custody
+        data["days_in_custody"] = days_in_custody
         data.drop("in_custody", axis="columns", inplace=True)
         data.drop("out_custody", axis="columns", inplace=True)