diff --git a/html5lib/_tokenizer.py b/html5lib/_tokenizer.py
index 6078f66a..9754763a 100644
--- a/html5lib/_tokenizer.py
+++ b/html5lib/_tokenizer.py
@@ -2,8 +2,6 @@
 
 from six import unichr as chr
 
-from collections import deque
-
 from .constants import spaceCharacters
 from .constants import entities
 from .constants import asciiLetters, asciiUpper2Lower
@@ -15,6 +13,11 @@
 
 from ._trie import Trie
 
+try:
+    from collections.abc import deque
+except ImportError:
+    from collections import deque
+
 entitiesTrie = Trie(entities)
 
 
diff --git a/html5lib/filters/alphabeticalattributes.py b/html5lib/filters/alphabeticalattributes.py
index 5ba926e3..ccdb58c8 100644
--- a/html5lib/filters/alphabeticalattributes.py
+++ b/html5lib/filters/alphabeticalattributes.py
@@ -2,7 +2,10 @@
 
 from . import base
 
-from collections import OrderedDict
+try:
+    from collections.abc import OrderedDict
+except ImportError:
+    from collections import OrderedDict
 
 
 def _attr_key(attr):
diff --git a/html5lib/html5parser.py b/html5lib/html5parser.py
index 9d39b9d4..a6a38f4f 100644
--- a/html5lib/html5parser.py
+++ b/html5lib/html5parser.py
@@ -2,7 +2,6 @@
 from six import with_metaclass, viewkeys
 
 import types
-from collections import OrderedDict
 
 from . import _inputstream
 from . import _tokenizer
@@ -23,6 +22,11 @@
     _ReparseException
 )
 
+try:
+    from collections.abc import OrderedDict
+except ImportError:
+    from collections import OrderedDict
+
 
 def parse(doc, treebuilder="etree", namespaceHTMLElements=True, **kwargs):
     """Parse an HTML document as a string or file-like object into a tree
diff --git a/html5lib/tests/test_alphabeticalattributes.py b/html5lib/tests/test_alphabeticalattributes.py
index 7d5b8e0f..75fac3ea 100644
--- a/html5lib/tests/test_alphabeticalattributes.py
+++ b/html5lib/tests/test_alphabeticalattributes.py
@@ -1,13 +1,16 @@
 from __future__ import absolute_import, division, unicode_literals
 
-from collections import OrderedDict
-
 import pytest
 
 import html5lib
 from html5lib.filters.alphabeticalattributes import Filter
 from html5lib.serializer import HTMLSerializer
 
+try:
+    from collections.abc import OrderedDict
+except ImportError:
+    from collections import OrderedDict
+
 
 @pytest.mark.parametrize('msg, attrs, expected_attrs', [
     (
diff --git a/html5lib/treewalkers/etree.py b/html5lib/treewalkers/etree.py
index d15a7eeb..805cf652 100644
--- a/html5lib/treewalkers/etree.py
+++ b/html5lib/treewalkers/etree.py
@@ -1,6 +1,5 @@
 from __future__ import absolute_import, division, unicode_literals
 
-from collections import OrderedDict
 import re
 
 from six import string_types
@@ -8,6 +7,11 @@
 from . import base
 from .._utils import moduleFactoryFactory
 
+try:
+    from collections.abc import OrderedDict
+except ImportError:
+    from collections import OrderedDict
+
 tag_regexp = re.compile("{([^}]*)}(.*)")