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Are there any variables in the scorecard data set that would allow me to get at the ratio of for-profit institution's revenues that come from federal student aid sources? Specifically, I'm trying to find 90/10 compliance ratios over time. Does IPEDS have more info not included in the scorecard that would be more helpful?

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While Scorecard data do not address 90/10, these data are available on the FSA data center: https://studentaid.ed.gov/sa/about/data-center/school/proprietary . Data from the FSA data center can be merged with scorecard data by matching six-digit OPEID

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