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If you want to use the College Scorecard API, the R package rscorecard is available (I'm the author of the package). Here's an MWE of what I believe you wanted library(rscorecard) df <- sc_init() |> sc_select(unitid, instnm, c150_4) |> sc_get() This is a big request, so it takes a minute, but the final output should look like this > ...

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