diff --git a/simba/mixins/statistics_mixin.py b/simba/mixins/statistics_mixin.py
index 7c6cb4f88..89dc68ee6 100644
--- a/simba/mixins/statistics_mixin.py
+++ b/simba/mixins/statistics_mixin.py
@@ -1,9 +1,9 @@
 __author__ = "Simon Nilsson"
 
 from itertools import combinations, permutations
-from typing import Optional, Tuple, Union, List
-import pandas as pd
+from typing import List, Optional, Tuple, Union
 
+import pandas as pd
 from sklearn.metrics import (adjusted_mutual_info_score, adjusted_rand_score,
                              fowlkes_mallows_score)
 from sklearn.neighbors import LocalOutlierFactor