diff --git a/optuna/visualization/_hypervolume_history.py b/optuna/visualization/_hypervolume_history.py
index c1fff4b877..39e6c23e53 100644
--- a/optuna/visualization/_hypervolume_history.py
+++ b/optuna/visualization/_hypervolume_history.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
+from collections.abc import Sequence
 from typing import NamedTuple
-from typing import Sequence
 
 import numpy as np