Having said that, the higher level wrapper capabilities sgpData and studentGrowthPlots are built to operate with the two Broad and Extended formatted data sets. If you propose to operate operational analyses frequently we advocate dealing with the Extensive formatted data set as it provides far more advantages regarding planning, storage and retrie