  We introduce a homology-based technique for the analysis of multiqubit state
vectors. In our approach, we associate state vectors to data sets by
introducing a metric-like measure in terms of bipartite entanglement, and
investigate the persistence of homologies at different scales. This leads to a
novel classification of multiqubit entanglement. The relative occurrence
frequency of various classes of entangled states is also shown.
