Clustering with categorical data

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Hello. I work with datasets that have categorical data like gender, state, industry, etc. I normally use k-means for clustering, but k-means can only handle numerical data.

Any suggestions for how I can cluster for categorical data?

Thanks!

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This general non-health-related question is best asked at stats.stackexchange.com