Explore for outliers. Apply the boxplot display. Are there any outliers? $($put responses in the box below$)$

Are there any duplicate records?

Can you aggregate the institutions within each state using the grouping operation from Pandas? So you should end up with $50$ observations. Which statistics are you aggregating on$?($describe in the box below$)$

$[$

Explore some sampling from the original data set, not the aggregate. What did you find to be the best? Why? $($put answer in the box below$)$

Pick a salary column to discretize and pick a count to discretize. Why did you choose your type of discretization?