FYI: You could've just dumped that raw log data into Mixpanel and we would've given you an incredibly beautiful cohort report. We have an API:

https://mixpanel.com/docs/api-documentation/importing-events...

Since you already know the events in your DB, you could've just named them whatever they were. It would've been a smaller script to just import the data into Mixpanel.