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Added bugfix pandas-dev#21356 to whatsnew doc under 0.24v
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doc/source/whatsnew/v0.24.0.txt

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@@ -80,6 +80,8 @@ Documentation Changes
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Bug Fixes
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~~~~~~~~~
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- The top level None value is not dropped but rather preserved along with lower levels for consistency (:issue:`21356`)
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Categorical
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^^^^^^^^^^^
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