There is also a mathematical problem of assigning events and actions to long term effects. The usual IT crowd unfamiliar with the respective literature will try

There is also a mathematical problem of assigning events and actions to long term effects. The usual IT crowd unfamiliar with the respective literature will try to ab test and grid search out of the actual scientific part of data science. I had also fallen to that trap.