diff --git a/src/caret_analyze/plot/visualize_lib/bokeh/util/hover.py b/src/caret_analyze/plot/visualize_lib/bokeh/util/hover.py
index 03bdab3a2..639612c5d 100644
--- a/src/caret_analyze/plot/visualize_lib/bokeh/util/hover.py
+++ b/src/caret_analyze/plot/visualize_lib/bokeh/util/hover.py
@@ -18,8 +18,11 @@
 from logging import getLogger
 from typing import Any
 
+from bokeh import __version__ as bokeh_version
 from bokeh.models import HoverTool
 
+from packaging import version
+
 from .....exceptions import InvalidArgumentError
 from .....runtime import CallbackBase, Communication, Path, Publisher, Subscription
 
@@ -153,9 +156,14 @@ def create_hover(self, options: dict[str, Any] = {}) -> HoverTool:
                 tips_str += f'@{k} <br>'
         tips_str += '</div>'
 
-        return HoverTool(
-            tooltips=tips_str, point_policy='follow_mouse', toggleable=False, **options
-        )
+        if version.parse(bokeh_version) >= version.parse('3.4.0'):
+            return HoverTool(
+                tooltips=tips_str, point_policy='follow_mouse', visible=False, **options
+            )
+        else:
+            return HoverTool(
+                tooltips=tips_str, point_policy='follow_mouse', toggleable=False, **options
+            )
 
 
 class CallbackSchedBarKeys(HoverKeysBase):