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I want to perform clustering based on 20 logical columns that all have TRUE/FALSE as field values. I'm using the cluster package stats (hclust) and Cluster (agnes) and both use Euclidian distance but I'm wondering if these methods are applicable to logical fields? and how can I determine the best optimal number of clusters?

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