diff --git a/doc/source/tutorial/tutorial9.rst b/doc/source/tutorial/discretizer.rst
similarity index 100%
rename from doc/source/tutorial/tutorial9.rst
rename to doc/source/tutorial/discretizer.rst
diff --git a/doc/source/tutorial/tutorial1.rst b/doc/source/tutorial/first_steps.rst
similarity index 100%
rename from doc/source/tutorial/tutorial1.rst
rename to doc/source/tutorial/first_steps.rst
diff --git a/doc/source/tutorial/tutorial4.rst b/doc/source/tutorial/graphene.rst
similarity index 100%
rename from doc/source/tutorial/tutorial4.rst
rename to doc/source/tutorial/graphene.rst
diff --git a/doc/source/tutorial/index.rst b/doc/source/tutorial/index.rst
index 275e660e1c10c58d806422e917b77b17896dad5a..e9c5716e0974bbc934ef7969bd698dc479a1d43d 100644
--- a/doc/source/tutorial/index.rst
+++ b/doc/source/tutorial/index.rst
@@ -3,12 +3,12 @@ Tutorial: learning Kwant through examples
 
 .. toctree::
     introduction
-    tutorial1
-    tutorial2
-    tutorial3
-    tutorial4
-    tutorial5
-    tutorial6
-    tutorial7
-    tutorial8
-    tutorial9
+    first_steps
+    spin_potential_shape
+    spectrum
+    graphene
+    superconductors
+    operators
+    plotting
+    kpm
+    discretizer
diff --git a/doc/source/tutorial/tutorial8.rst b/doc/source/tutorial/kpm.rst
similarity index 100%
rename from doc/source/tutorial/tutorial8.rst
rename to doc/source/tutorial/kpm.rst
diff --git a/doc/source/tutorial/tutorial6.rst b/doc/source/tutorial/operators.rst
similarity index 100%
rename from doc/source/tutorial/tutorial6.rst
rename to doc/source/tutorial/operators.rst
diff --git a/doc/source/tutorial/tutorial7.rst b/doc/source/tutorial/plotting.rst
similarity index 100%
rename from doc/source/tutorial/tutorial7.rst
rename to doc/source/tutorial/plotting.rst
diff --git a/doc/source/tutorial/tutorial3.rst b/doc/source/tutorial/spectrum.rst
similarity index 100%
rename from doc/source/tutorial/tutorial3.rst
rename to doc/source/tutorial/spectrum.rst
diff --git a/doc/source/tutorial/tutorial2.rst b/doc/source/tutorial/spin_potential_shape.rst
similarity index 100%
rename from doc/source/tutorial/tutorial2.rst
rename to doc/source/tutorial/spin_potential_shape.rst
diff --git a/doc/source/tutorial/tutorial5.rst b/doc/source/tutorial/superconductor.rst
similarity index 100%
rename from doc/source/tutorial/tutorial5.rst
rename to doc/source/tutorial/superconductor.rst