diff --git a/src/main/df_loader.py b/src/main/df_loader.py
index 48a6942..2799f6b 100644
--- a/src/main/df_loader.py
+++ b/src/main/df_loader.py
@@ -2,6 +2,7 @@ from datetime import date
 
 import numpy as np
 import pandas as pd
+from numpy import ndarray
 from pandas import DataFrame
 
 from src.main.constants import Constants as const
@@ -73,8 +74,8 @@ class DfLoader:
         self.__df['location-lo'] = self.__df.loc[:, 'location'] \
             .apply(lambda val: 0 if Utils.is_empty_collection(val) else val[1])
 
-    def get_clustering_data(self) -> DataFrame:
+    def get_data(self) -> ndarray:
         columns: [] = ['location-la', 'location-lo',
                        'sex', 'age', 'is_university', 'is_work', 'is_student', 'is_schoolboy']
         df = self.__df
-        return df[columns]
+        return df[columns].to_numpy()