Upload nbfi.py

nbfi.py

@@ -219,12 +219,9 @@ class NBFI(datasets.GeneratorBasedBuilder):
         data = data[~data.Client_Permanent_Match_Tag.isna()]
         data = data[~data.Client_Contact_Work_Tag.isna()]
         
-        print(len(data.columns))
-        print(len(_BASE_FEATURE_NAMES))
-        for d, f in zip(data.columns, _BASE_FEATURE_NAMES):
-            print(d, f)
         data.columns = _BASE_FEATURE_NAMES
 
+        print(data["owns_a_car"].apply(bool).shape, data.shape)
         data.iloc[:, "owns_a_car"] = data["owns_a_car"].apply(bool)
         data.iloc[:, "owns_a_bike"] = data["owns_a_bike"].apply(bool)
         data.iloc[:, "has_an_active_loan"] = data["has_an_active_loan"].apply(bool)