diff --git a/docs/changes.rst b/docs/changes.rst
index a6674d34bc73..46a4fd5dfaa6 100644
--- a/docs/changes.rst
+++ b/docs/changes.rst
@@ -1,7 +1,7 @@
 Weblate 4.6.1
 -------------
 
-Released on May 02nd 2021.
+Released on May 2nd 2021.
 
 * Remove obsolete spam protection code.
 * Improve source plural check accuracy.
@@ -73,7 +73,7 @@ Released on March 26th 2021.
 Weblate 4.5.1
 -------------
 
-Released on March 05th 2021.
+Released on March 5th 2021.
 
 * Fixed editing of glossary flags in some corner cases.
 * Extend metrics usage to improve performance of several pages.
@@ -369,7 +369,7 @@ Released on June 15th 2020.
 Weblate 4.0.4
 -------------
 
-Released on May 07th 2020.
+Released on May 7th 2020.
 
 * Fixed testsuite execution on some Python 3.8 environments.
 * Typo fixes in the documentation.
@@ -383,7 +383,7 @@ Released on May 07th 2020.
 Weblate 4.0.3
 -------------
 
-Released on May 02nd 2020.
+Released on May 2nd 2020.
 
 * Fixed possible crash in reports.
 * User mentions in comments are now case insensitive.
diff --git a/scripts/prepare-release b/scripts/prepare-release
index b6386fdcbe99..ef31f18aa172 100755
--- a/scripts/prepare-release
+++ b/scripts/prepare-release
@@ -8,7 +8,7 @@ fi
 
 . scripts/test-database
 version=$(python -c 'import weblate.utils.version; print(weblate.utils.version.VERSION_BASE)')
-today=$(./manage.py shell -c 'from django.utils.dateformat import format; import datetime; print(format(datetime.date.today(), "F dS Y"))')
+today=$(./manage.py shell -c 'from django.utils.dateformat import format; import datetime; print(format(datetime.date.today(), "F jS Y"))')
 
 sed -i "s/^VERSION =.*/VERSION = \"$version\"/" weblate/utils/version.py
 sed -i "s/^Not yet released./Released on $today./" docs/changes.rst