diff --git a/docs/index.rst b/docs/index.rst
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -35,6 +35,10 @@
     low-level utilities and helpers used by almost all other modules in the
     stack
 
+:ref:`swh.dataset <swh-dataset>`
+    public datasets and periodic data dumps of the archive released by Software
+    Heritage
+
 :ref:`swh.deposit <swh-deposit>`
     push-based deposit of software artifacts to the archive
 
diff --git a/requirements.txt b/requirements.txt
--- a/requirements.txt
+++ b/requirements.txt
@@ -6,4 +6,5 @@
 sphinxcontrib-httpdomain
 sphinxcontrib-images
 sphinxcontrib-programoutput
+sphinx-tabs
 recommonmark
diff --git a/swh/docs/sphinx/conf.py b/swh/docs/sphinx/conf.py
--- a/swh/docs/sphinx/conf.py
+++ b/swh/docs/sphinx/conf.py
@@ -22,6 +22,7 @@
               'sphinxcontrib.images',
               'sphinxcontrib.programoutput',
               'sphinx.ext.viewcode',
+              'sphinx_tabs.tabs',
               ]
 
 # Add any paths that contain templates here, relative to this directory.
diff --git a/tox.ini b/tox.ini
--- a/tox.ini
+++ b/tox.ini
@@ -10,6 +10,7 @@
   django < 2
   .[building]
   pifpaf
+  sphinx-tabs
 commands =
   {envpython} -m pifpaf run postgresql -- make -C docs {posargs:html}
 
@@ -18,6 +19,7 @@
   django < 2
   -rrequirements-swh-dev.txt
   pifpaf
+  sphinx-tabs
 commands =
   {envpython} -m pifpaf run postgresql -- make -C docs {posargs:html}
 
@@ -25,5 +27,6 @@
 skip_install = true
 deps =
   flake8
+  sphinx-tabs
 commands =
   {envpython} -m flake8