Option 1 - Manual Pipeline - The best option that gives us the most control is to write a script that will take data from Mixpanel and put it in a csv or json in S3. There's some manual effort required her and will also require a server that is able to perform a cron job each night. I can provide a repository of code that will do this but you will have to add the correct mixpanel credentials and host it yourselves. - Mixpanel provides data pipelines where the process above automatically happens. The downside of this is that we have no control over the data that flows and the pipeline only sends event data and not user attributes. Event data includes a property identified id and if you have set it up that way that might end up being an email or phone number which means this option is no longer viable.