Completion/Attrition Rate Statistics per Department

How do you find statistics for PhD completion rates? By department or by advisor. That seems important for choosing between offers.

I don’t believe that data is uniformly published across institutions

the only publicly available information that I have seen is published by Duke.

Some other schools open the curtain during the application process, but it is a critical thing to ask.

https://gradschool.duke.edu/about/statistics/all-departments-phd-and-masters-admissions-and-enrollment-statistics

You can ask about this. Ask the department secretary and/or the professor who you are chatting with about joining their lab. They should know that. You can also ask about average time to completion as well.