Resources
The documents you keep rewriting
Templates and references for the parts of the job that repeat. Each is being written alongside the courses that use it.
Templates
Indicator reference sheet
Numerator, denominator, disaggregation and data source for one indicator.
In preparationData quality assessment checklist
Completeness, timeliness, consistency and accuracy checks for routine data.
In preparationAnalysis plan
What question, what data, what method, what output — agreed before the analysis starts.
In preparation
Cheat sheets
pandas for M&E
The dozen operations that cover most programme data reshaping.
In preparationdplyr for M&E
The same operations in tidyverse verbs, side by side with pandas.
In preparationReading Kobo and CommCare exports
Repeat groups, index columns and the joins they require.
In preparation
References
WHO growth standards and MUAC thresholds
Cut-offs used across the nutrition datasets and labs.
In preparationDHIS2 data model glossary
Data elements, category combinations, org unit hierarchies.
In preparationIndicator definitions by sector
Common indicators and the denominators they assume.
In preparation