diff --git a/doc/source/users/usage.rst b/doc/source/users/usage.rst
index 5483911f7..c9c5870a9 100644
--- a/doc/source/users/usage.rst
+++ b/doc/source/users/usage.rst
@@ -6,9 +6,11 @@ To use python-openstacksdk in a project::
 
     from openstack import connection
     from openstack import user_preference
+
     # First, specify your preferences
     pref = user_preference.UserPreference()
     pref.set_region('network', 'zion')
+
     # Second, create your authorization arguments
     auth_args = {
         'auth_url': 'http://172.20.1.108:5000/v3',
@@ -16,9 +18,11 @@ To use python-openstacksdk in a project::
         'user_name': 'neo',
         'password': 'bluepill',
     }
+
     # Third, create a connection
     conn = connection.Connection(preference=pref, **auth_args)
+
     # Finally, access your desired services
     network = conn.network.find_network("matrix")
     if network is None:
-        network = conn.network.create_network({"name": "matrix"})
+        network = conn.network.create_network(name="matrix")