We take a very high level overview of the relationship between Geometry and Applied Statistics 50 years from the birth of Information Geometry. From that date we look both backwards and forwards. We show that Geometry has always been part of the statistician's toolbox and how it played a vital role in the evolution of Statistics in the last 50 years.