samkazibwe/Community-Decision-Intelligence-CDIS-Shiny

A decision-focused Shiny app that transforms routine monitoring exports into locally-interpretable insights and recommended experiments. Built for district teams and NGOs operating in Masindi and Kiryandongo (Uganda). # Community Decision Intelligence (CDIS) — Shiny App Purpose: A decision-focused Shiny app that transforms routine monitoring exports into locally-interpretable insights and recommended experiments. Built for district teams and NGOs operating in Masindi and Kiryandongo (Uganda). Main features: - Upload Kobo/CSV / DHIS2 facility exports - Data cleaning & canonicalization for facility names and dates - Indicator generation (attendance trends, dropouts, service uptake) - Explainable rule engine producing practical recommendations - Simple anomaly detection & intervention A/B trial planner - Exportable "decision brief" (PDF) for local meetings packages: `source("packages.R")` Launch: `shiny::runApp("app.R")`