"Books and Supplies" is a component of the Estimated Cost of Attendance. I would like to get only the "Books and Supplies" data for a given institution from the "College Scorecard" data.

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That data element is not available in Scorecard. However, it is available from IPEDS (https://nces.ed.gov/ipeds/) which is where the other Scorecard cost metrics come from. The books and supplies data can be found for individual institutions on College Navigator (https://nces.ed.gov/collegenavigator/), or can be downloaded, en masse, from the IPEDS Use The Data Page (https://nces.ed.gov/ipeds/use-the-data).

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