1. A computer-implemented method comprising: selecting a sample set of data points from a set of multidimensional data points; selecting a number of data clusters to determine in the set of multidimensional data points; determining seed values for a cluster centroid calculation of the number of data clusters using the sample set of data points; and performing the cluster centroid calculation for the set of multidimensional data points using the seed values.