Survey & M&E
A reproducible cleaning pipeline and indicator report for a household survey.
Practice project
Raw survey exports contained duplicates, inconsistent labels and missing values, delaying reporting.
Shows how reproducible cleaning shortens the path from fieldwork to findings.
