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Use Cases

Sample use cases where EquityStack components support real-world workflows.


Education

  • Aggregating learning outcomes from surveys
  • Creating gender-disaggregated indicators for school completion
  • Exporting structured Excel reports for dashboards

Public Health

  • Building district-level access indices (health, WASH)
  • Mapping service reach using shapefiles and vulnerability overlays
  • Combining survey and administrative data in visual reports

Gender and WEE

  • Constructing gender gap summaries using time-use and income data
  • Preparing SROI outputs by gender group
  • Integrating outputs into mixed-method evaluations

Climate and Resilience

  • Mapping spatial exposure using flood data and shapefiles
  • Creating baselines using existing secondary datasets
  • Preparing dashboard exports for climate program M&E

General MEL and Dashboards

  • Wide to long format reshaping for Looker Studio / Power BI
  • Exporting styled Excel summaries using xlsxwriter
  • Structuring testable workflows with data validation

Want to add your use case? Open an issue or pull request.