diff --git a/doc/whats_new/v0.22.rst b/doc/whats_new/v0.22.rst
index 394fd6ee8203c..d5d7fddf7417d 100644
--- a/doc/whats_new/v0.22.rst
+++ b/doc/whats_new/v0.22.rst
@@ -7,7 +7,7 @@
 Version 0.22.1
 ==============
 
-**In Development**
+**January 2 2020**
 
 This is a bug-fix release to primarily resolve some packaging issues in version
 0.22.0. It also includes minor documentation improvements and some bug fixes.
@@ -53,11 +53,20 @@ Changelog
 - |Fix| :func:`metrics.classification_report` does no longer ignore the
   value of the ``zero_division`` keyword argument. :pr:`15879`
   by :user:`Bibhash Chandra Mitra <Bibyutatsu>`.
-  
+
 - |Fix| Fixed a bug in :func:`metrics.plot_confusion_matrix` to correctly
   pass the `values_format` parameter to the :class:`ConfusionMatrixDisplay`
   plot() call. :pr:`15937` by :user:`Stephen Blystone <blynotes>`.
 
+:mod:`sklearn.model_selection`
+..............................
+
+- |Fix| :class:`model_selection.GridSearchCV` and
+  :class:`model_selection.RandomizedSearchCV` accept scalar values provided in
+  `fit_params`. Change in 0.22 was breaking backward compatibility.
+  :pr:`15863` by :user:`Adrin Jalali <adrinjalali>` and
+  :user:`Guillaume Lemaitre <glemaitre>`.
+
 :mod:`sklearn.naive_bayes`
 ..........................
 
@@ -66,6 +75,13 @@ Changelog
   from this deprecated public base class. :pr:`15996` by
   :user:`Brigitta Sipőcz <bsipocz>`.
 
+:mod:`sklearn.preprocessing`
+............................
+
+- |Fix| :class:`preprocessing.QuantileTransformer` now guarantees the
+  `quantiles_` attribute to be completely sorted in non-decreasing manner.
+  :pr:`15751` by :user:`Tirth Patel <tirthasheshpatel>`.
+
 :mod:`sklearn.semi_supervised`
 ..............................
 
@@ -74,15 +90,6 @@ Changelog
   return sparse weight matrix.
   :pr:`15868` by :user:`Niklas Smedemark-Margulies <nik-sm>`.
 
-:mod:`sklearn.model_selection`
-..............................
-
-- |Fix| :class:`model_selection.GridSearchCV` and
-  :class:`model_selection.RandomizedSearchCV` accept scalar values provided in
-  `fit_params`. Change in 0.22 was breaking backward compatibility.
-  :pr:`15863` by :user:`Adrin Jalali <adrinjalali>` and
-  :user:`Guillaume Lemaitre <glemaitre>`.
-
 :mod:`sklearn.utils`
 ....................
 
@@ -859,10 +866,6 @@ Changelog
   :class:`preprocessing.KernelCenterer`
   :pr:`14336` by :user:`Gregory Dexter <gdex1>`.
 
-- |Fix| :class:`preprocessing.QuantileTransformer` now guarantees the 
-  `quantiles_` attribute to be completely sorted in non-decreasing manner.
-  :pr:`15751` by :user:`Tirth Patel <tirthasheshpatel>`.
-
 :mod:`sklearn.model_selection`
 ..............................