Large-Scale Graph Layout
Mathematica lets you immediately lay out large-scale graphs derived from sparse matrices in engineering and other applications.
In[1]:=  |  GraphPlot[ExampleData[{"Matrix", "HB/Blckhole"}, "Matrix"],
VertexRenderingFunction -> None] |
Out[1]=  |  |