Synonyms for Spareness (same or very similar meaning)
WordNet sense 1 (the property of being scanty or scattered; lacking denseness):
sparseness, sparsity, thinness
WordNet sense 2 (the property of having little body fat):
leanness
From the ODE community, based on WordNet
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