diff --git a/holoviews/core/util.py b/holoviews/core/util.py
index d476eb860e..194882f42b 100644
--- a/holoviews/core/util.py
+++ b/holoviews/core/util.py
@@ -83,7 +83,10 @@ def __cmp__(self, other):
 if pd:
     pandas_version = LooseVersion(pd.__version__)
     try:
-        if pandas_version >= '0.24.0':
+        if pandas_version >= '1.3.0':
+            from pandas.core.dtypes.dtypes import DatetimeTZDtype as DatetimeTZDtypeType
+            from pandas.core.dtypes.generic import ABCSeries, ABCIndex as ABCIndexClass
+        elif pandas_version >= '0.24.0':
             from pandas.core.dtypes.dtypes import DatetimeTZDtype as DatetimeTZDtypeType
             from pandas.core.dtypes.generic import ABCSeries, ABCIndexClass
         elif pandas_version > '0.20.0':