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diff --git a/doc/_static/holoviews.png b/doc/_static/holoviews.png
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diff --git a/doc/_static/seaborn.png b/doc/_static/seaborn.png
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diff --git a/doc/_templates/index.html b/doc/_templates/index.html
index 0343730ec5c1..35dfcfe04b6c 100644
--- a/doc/_templates/index.html
+++ b/doc/_templates/index.html
@@ -158,7 +158,11 @@
Toolkits
including a choice of two projection and mapping toolkits basemap and
cartopy,
3d plotting with mplot3d,
-axes and axis helpers in axes_grid and more.
+axes and axis helpers in axes_grid,
+several higher-level plotting interfaces
+ seaborn,
+ holoviews,
+ ggplot, and more.
Citing matplotlib
diff --git a/doc/mpl_toolkits/index.rst b/doc/mpl_toolkits/index.rst
index ba3ae7efc305..a39c3905fe28 100644
--- a/doc/mpl_toolkits/index.rst
+++ b/doc/mpl_toolkits/index.rst
@@ -172,6 +172,26 @@ level interface for drawing statistical graphics with matplotlib. It
aims to make visualization a central part of exploring and
understanding complex datasets.
+.. image:: /_static/seaborn.png
+ :height: 157px
+
+.. _toolkit_holoviews:
+
+holoviews
+=========
+(*Not distributed with matplotlib*)
+
+`holoviews `_ makes it easier to visualize data
+interactively, especially in a `Jupyter notebook
+`_, by providing a set of declarative
+plotting objects that store your data and associated metadata. Your
+data is then immediately visualizable alongside or overlaid with other
+data, either statically or with automatically provided widgets for
+parameter exploration.
+
+.. image:: /_static/holoviews.png
+ :height: 354px
+
.. _toolkit_ggplot:
ggplot
@@ -181,6 +201,9 @@ ggplot
`ggplot `_ is a port of the R ggplot2
to python based on matplotlib.
+.. image:: /_static/ggplot.png
+ :height: 195px
+
.. _toolkit_prettyplotlib: