diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index cdf7db2..c80f84e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -12,7 +12,7 @@ repos:
       - id: end-of-file-fixer
       - id: mixed-line-ending
   - repo: https://github.com/psf/black
-    rev: 22.1.0
+    rev: 22.3.0
     hooks:
       - id: black
   - repo: https://github.com/timothycrosley/isort
diff --git a/binarytree/__init__.py b/binarytree/__init__.py
index f8e0f1a..0aa957d 100644
--- a/binarytree/__init__.py
+++ b/binarytree/__init__.py
@@ -508,8 +508,12 @@ def _repr_svg_(self) -> str:  # pragma: no cover
         .. _Jupyter notebooks: https://jupyter.org
         """
         try:
-            # noinspection PyProtectedMember
-            return str(self.graphviz()._repr_svg_())
+            try:
+                # noinspection PyProtectedMember
+                return str(self.graphviz()._repr_svg_())
+            except AttributeError:
+                # noinspection PyProtectedMember
+                return str(self.graphviz()._repr_image_svg_xml())
 
         except (SubprocessError, ExecutableNotFound, FileNotFoundError):
             return self.svg()