The dataset does not seem that large that one couldn't start with a distance matrix (or half-matrix, distance being commutative).

Wikipedia links: Hierarchical clustering, Single-linkage clustering. CPAN gives this (among others): Algorithm::Cluster.

Is a pure perl solution expected?

In reply to Re: Optimizing a naive clustering algorithm by oiskuu
in thread Optimizing a naive clustering algorithm by BUU

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