diff --git a/skimage/future/graph/rag.py b/skimage/future/graph/rag.py
index e3d52875ffb..9e882bae708 100644
--- a/skimage/future/graph/rag.py
+++ b/skimage/future/graph/rag.py
@@ -251,7 +251,8 @@ def rag_mean_color(image, labels, connectivity=2, mode='distance',
 
     Examples
     --------
-    >>> from skimage import data, graph, segmentation
+    >>> from skimage import data, segmentation
+    >>> from skimage.future import graph
     >>> img = data.astronaut()
     >>> labels = segmentation.slic(img)
     >>> rag = graph.rag_mean_color(img, labels)