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diff --git a/ChangeLog b/ChangeLog
index c1670710e..2b83ad0d3 100644
--- a/ChangeLog
+++ b/ChangeLog
@@ -11,6 +11,9 @@ Release date: TBA
 ..
   Put new features here and also in 'doc/whatsnew/2.12.rst'
 
+* Added support for ``ModuleNotFoundError`` (``import-error`` and ``no-name-in-module``).
+  ``ModuleNotFoundError`` inherits from ``ImportError`` and was added in Python ``3.6``
+
 * Improve and flatten ``unused-wildcard-import`` message
 
   Closes #3859