Dashboards
Reporting examples you can take apart
Every project publishes one. Each is a single file with no JavaScript and no external requests, built from the committed dataset by the same script — so it opens on a satellite link, saves to a laptop, and shows the same numbers offline as online.
- Food SecurityIntermediate
Food security classification and assistance targeting
Food security and livelihoods programme across four districts
Computing the Food Consumption Score, Household Hunger Scale and reduced Coping Strategy Index from raw components, then deciding which households a limited cash caseload should reach — and defending the threshold choice that decides it.
- NutritionIntermediate
Nutrition programme dashboard
District nutrition programme, 12 CMAM sites
An end-to-end dashboard tracking CMAM admissions, cure rates and defaulter trends, built so a programme manager can spot a stockout risk before it disrupts treatment.
- ProtectionAdvanced
Protection referral pathway performance
Protection and GBV programme across six admin2 areas
Finding where a referral pathway loses people, using only the fields a performance analysis actually needs — and treating the restraint about what not to collect as part of the deliverable.
- EducationBeginner
School attendance and dropout early warning
Education programme covering 24 schools
An early-warning analysis that flags students at risk of dropping out from attendance patterns, in time for a school year to still act on it.
- NutritionAdvanced
SMART survey analysis and plausibility report
Nutrition cluster commissioning a 30-cluster SMART survey
Estimating acute malnutrition prevalence from raw anthropometry, then producing the plausibility report that decides whether the estimate can be published at all.
- Public HealthIntermediate
Vaccination coverage and dropout analysis
District health office, 38 reporting facilities
A district-level analysis separating genuinely low immunisation coverage from low reporting completeness, so supervision visits target the right facilities.
- WASHIntermediate
WASH coverage and water quality by district
WASH programme covering three districts and eighteen communities
A district-level analysis placing every household on the JMP service ladders and testing whether chlorination is actually delivering safe water, so rehabilitation budget goes where the service is worst rather than where the sources look worst.
Each dashboard ends by saying what it does not show. An indicator panel that only displays what looks good is the failure these are built to teach against.