We obtain the von Neumann entropy per state of the Haldane exclusion statistics with parameter
g in terms of the mean occupation number
n as ${S}_{H}=\ensuremath{-}\overline{n}{w\mathrm{ln}w\ensuremath{-}(1+w)\mathrm{ln}(1+w)}$, where $w=\frac{(1\ensuremath{-}\overline{n}g)}{\overline{n}}$. This reduces correctly to the well known expressions in the limiting cases of Bose (
g=0) and Fermi (
g=1) statistics. We have derived the second and third order fluctuations in the occupation numbers for arbitrary
g. An elegant general duality relationship between the
w factor associated with the particle and that associated with the hole at the reciprocal
g is deduced along with the attendant relationship between the two respective entropies.