The CLUSTER procedure does hierarchical clustering, which is very cpu and memory intensive. With a large dataset, it can take a long time to complete, and the resulting graphs may not be very useful. Consider using k-means (QUICK CLUSTER) or TWOSTEP instead. Otherwise, just be patient.
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