Using: graphviz-dot-mode.el
http://www.graphviz.org/Misc/graphviz-dot-mode.el
(load "graphviz-dot-mode")
M-x graphviz-dot-mode
C-c c to compile the graph
C-c p to preview
Examples in: /usr/share/doc/graphviz/examples/graphs