What is the Clerk of Oxford studing? What is Oxford? How is the Clerk of Oxford similar to modern college students?

The Clerk of Oxford is studying philosophy. 

Oxford is a university in the United Kingdom.

The Clerk, like most college students, doesn't have much money and spends a lot of time studying.