Essentially periscope passes the results of a query back. In python you get it in a pandas dataframe. In R you also get it back as a dataframe. This lets you kinda manipulate how you want... so if you’d rather display using dash or seaborn for example you can (periscope doesn’t have a sankey out of the box so this lets you get around that for example)