Estimating the mean daily turnover of a shop

This diagram shows the theoretical distribution of the estimation error when sampling from a normal population with known standard deviation, σ.

error  =  − μ

error  ~  normal (0,  )

Explain that:

This is a simulation so the data are not real. However they are supposed to be daily turnovers at a retail outlet and are normal ($1000, $200).