@pschwede For sure but even if none of the brown bon bons are chocolate the data would still work. It would simply shw 0 correlation and the statistician would conclude the sale of brown bon bons therefore has no effect on the sale of chocolate bon bons. The biases going in would ultimately not effect the analysis itself.