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    "dataset": "education_gold.institution_roi_surface",
    "sourceId": "src:doe:college-scorecard:institution:2026-06-10",
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    "note": "Program pay is measured 1 year after completion (early career, graduates only) — a different, earlier measure than medianEarnings10yr (10 years after entry). Do not compare the two directly.",
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