diff --git a/agate/mapped_sequence.py b/agate/mapped_sequence.py
index 2e6222dcc..16fb3c927 100644
--- a/agate/mapped_sequence.py
+++ b/agate/mapped_sequence.py
@@ -6,7 +6,11 @@
 rows and columns.
 """
 
-from collections import OrderedDict, Sequence
+from collections import OrderedDict
+try:
+    from collections.abc import Sequence
+except ImportError:
+    from collections import Sequence
 
 import six
 from six.moves import range  # pylint: disable=W0622
diff --git a/agate/utils.py b/agate/utils.py
index ad9242147..ae6aab9fa 100644
--- a/agate/utils.py
+++ b/agate/utils.py
@@ -6,7 +6,11 @@
 agate.
 """
 
-from collections import OrderedDict, Sequence
+from collections import OrderedDict
+try:
+    from collections.abc import Sequence
+except ImportError:
+    from collections import Sequence
 from functools import wraps
 import math
 import string