diff --git a/doc/users/github_stats.rst b/doc/users/github_stats.rst
index fe6e679b736f..ea590c697027 100644
--- a/doc/users/github_stats.rst
+++ b/doc/users/github_stats.rst
@@ -224,7 +224,7 @@ Pull Requests (598):
 * :ghpull:`13510`: Change Locator MAXTICKS checking to emitting a log at WARNING level.
 * :ghpull:`15184`: Mark missing_references extension as parallel read safe
 * :ghpull:`15150`: Autodetect whether pgf can use \includegraphics[interpolate].
-* :ghpull:`15163`: 3.2.0 API changes page 
+* :ghpull:`15163`: 3.2.0 API changes page
 * :ghpull:`15176`: What's new for 3.2.0
 * :ghpull:`11947`: Ensure streamplot Euler step is always called when going out of bounds.
 * :ghpull:`13702`: Deduplicate methods shared between Container and Artist.
@@ -294,7 +294,7 @@ Pull Requests (598):
 * :ghpull:`15067`: Fix cross-references in API changes < 1.0
 * :ghpull:`15061`: Fix cross-references in tutorials and FAQ
 * :ghpull:`15060`: Fix cross-references in examples.
-* :ghpull:`14957`: Documentation for using ConnectionPatch across Axes with constrained_…
+* :ghpull:`14957`: Documentation for using ConnectionPatch across Axes with constrained\_…
 * :ghpull:`15053`: Make citation bit of README less wordy
 * :ghpull:`15044`: numpydoc set_size_inches docstring
 * :ghpull:`15050`: Clarify unnecessary special handling for colons in paths.
@@ -448,7 +448,7 @@ Pull Requests (598):
 * :ghpull:`14763`: Deprecate math_symbol_table function directive
 * :ghpull:`14762`: Decrease uses of get_canvas_width_height.
 * :ghpull:`14748`: Cleanup demo_text_path.
-* :ghpull:`14740`: Remove sudo tag in travis 
+* :ghpull:`14740`: Remove sudo tag in travis
 * :ghpull:`14737`: Cleanup twin axes docstrings.
 * :ghpull:`14729`: Small simplifications.
 * :ghpull:`14726`: Trivial simplification to Axis3d._get_coord_info.
@@ -743,7 +743,7 @@ Pull Requests (598):
 * :ghpull:`13620`: Improve watermark example
 * :ghpull:`13589`: Kill Axes._connected.
 * :ghpull:`13428`: free cart pendulum animation example
-* :ghpull:`10487`: fixed transparency bug 
+* :ghpull:`10487`: fixed transparency bug
 * :ghpull:`13551`: Fix IndexError for pyplot.legend() when plotting empty bar chart with label
 * :ghpull:`13524`: Cleanup docs for GraphicsContextBase.{get,set}_dashes.
 * :ghpull:`13556`: Cleanup warnings handling in tests.
@@ -867,5 +867,3 @@ Previous GitHub Stats
     :reversed:
 
     prev_whats_new/github_stats_*
-
-
diff --git a/doc/users/prev_whats_new/github_stats_3.1.0.rst b/doc/users/prev_whats_new/github_stats_3.1.0.rst
index c8de48ed81bd..5972417037a5 100644
--- a/doc/users/prev_whats_new/github_stats_3.1.0.rst
+++ b/doc/users/prev_whats_new/github_stats_3.1.0.rst
@@ -1249,16 +1249,3 @@ Issues (161):
 * :ghissue:`11587`: Missing filled contours when using contourf
 * :ghissue:`11716`: errorbar pickling fails when specifying y error bars
 * :ghissue:`11557`: Hoping add a drawing function 'patch'  in matplotlib
-
-
-
-Previous Github Stats
----------------------
-
-
-.. toctree::
-    :maxdepth: 1
-    :glob:
-    :reversed:
-
-    github_stats_*
diff --git a/doc/users/prev_whats_new/github_stats_3.1.1.rst b/doc/users/prev_whats_new/github_stats_3.1.1.rst
index 51d196797843..5de8ba84ade8 100644
--- a/doc/users/prev_whats_new/github_stats_3.1.1.rst
+++ b/doc/users/prev_whats_new/github_stats_3.1.1.rst
@@ -194,23 +194,9 @@ Issues (30):
 * :ghissue:`14318`: Don't try to set missing history buttons.
 * :ghissue:`14265`: symlog looses some points since 3.1.0 (example given)
 * :ghissue:`14274`: BUG: plotting with Numpy array subclasses is slow with Matplotlib 3.1.0 (regression)
-* :ghissue:`14263`: import pyplot issue - 
+* :ghissue:`14263`: import pyplot issue -
 * :ghissue:`14227`: Update "working with Mpl on OSX" docs
 * :ghissue:`13448`: boxplot doesn't normalize properties before applying them
 * :ghissue:`14226`: Modify matplotlib TextBox value without triggering callback
 * :ghissue:`14232`: LinearSegmentedColormap with N=1 gives confusing error message
 * :ghissue:`10365`: Scatter plot with non-sequence ´c´ color should give a better Error message.
-
-
-Previous GitHub Stats
----------------------
-
-
-.. toctree::
-    :maxdepth: 1
-    :glob:
-    :reversed:
-
-    prev_whats_new/github_stats_*
-
-