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education-data-source-scorecard - Use College Scorecard for post-enrollment outcomes

Analyzes post-enrollment earnings, debt, repayment, and completion outcomes from six College Scorecard Portal datasets for Title IV aid recipients.

Tags

Updated: 2026-10-04

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Analyze post-enrollment earnings
  • Compare institutional outcomes
  • Examine debt and repayment
  • Interpret Portal value encodings
  • Handle suppression and missing data
  • Construct Scorecard queries
  • Assess coverage and data quality

Inputs

  • Education Data Portal datasets
  • Outcome type
  • Institution identifiers
  • Cohort and time horizon
  • Query variables and filters
  • Reference documentation files

Outputs

  • Interpreted outcome metrics
  • Institution comparisons
  • Query results
  • Coverage caveats
  • Data quality caveats

Requirements

  • Education Data Portal mirror access

Source

  • Spec: SKILL.md

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College Scorecard
education data
post-enrollment outcomes
earnings
student debt
loan repayment
Title IV
Analyze post-enrollment earnings
Compare institutional outcomes
Examine debt and repayment
Interpret Portal value encodings
Education Data Portal datasets
Outcome type
Institution identifiers
Interpreted outcome metrics
Institution comparisons
Query results