diff --git a/doc/datasets/index.rst b/doc/datasets/index.rst
index 91f290d6af0004474559afb01c39f7903551f2c7..992b8eb9bfd61651b4697f04c3ce07373962ba50 100644
--- a/doc/datasets/index.rst
+++ b/doc/datasets/index.rst
@@ -80,6 +80,10 @@ Sample generators
 In addition, scikit-learn includes various random sample generators that
 can be used to build artifical datasets of controled size and complexity.
 
+.. figure:: ../auto_examples/images/plot_random_dataset_1.png
+   :target: ../auto_examples/plot_random_dataset.html
+   :align: center
+
 .. autosummary::
 
    :toctree: ../modules/generated/