Numerical Computing with Python

Inverting stacked data

DataFrames have two similar methods, stack and melt, to convert horizontal column names into vertical column values. DataFrames have the ability to invert these two operations directly with the unstack and pivot methods respectively.  stack/unstack are simpler methods that allow control over only the column/row indexes, while melt/pivot gives more flexibility to choose which columns are reshaped.