Predicting cumulative revenue curves as bootstrapped time series data

The Jupyter Notebook used in this article can be found here. It's common to see cumulative revenue curves for freemium digital products depicted as in the chart below: This is a simple curve fit that assumes some underlying curve function and applies it to a set of cumulative revenue data for a group of users. […]