https://www.youtube.com/live/m01towr3r3w?feature=shared

https://www.youtube.com/live/IXGQoocrVbA?feature=shared

Reach out to students (done)

Lets do this first, good warmup for the day and should be quick.

Email to Send to those Students

Alumni Data Cleaning (done)

Cleaned all of the data. Now have massive giga file with ~2,550 alum. Ready to answer question and do data analysis with.