> These snapshots are updated daily through a pipeline that involves taking an LVM snapshot of production data, anonymizing the dataset by stripping all personal data, and transferring it via rsync to the development database servers.
I don’t know what sort of data these people process, but most datasets about people are not anonymized by simply removing the PII.