We provide an optimal sufficient condition, relating minimum degree and bandwidth, for a graph to contain a spanning subdivision of the complete bipartite graph $K_{2,\ell}$. This includes the containment of Hamilton paths and cycles, and has applications in the random geometric graph model. Our proof provides a greedy algorithm for constructing such structures.
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