Not sure whether to reach for a Poisson or a Negative Binomial? A Gamma or a Weibull? Answer three or four questions about your data - what it counts or measures, its shape, and how it behaves - and the tree will narrow the field down to the right distribution, with a plain-English explanation of when to use it and what to watch out for.