DataZimbo/palintir

Offline-first multi-domain analytics & visualization platform for African councils (Zimbabwe) — budget, service delivery, demographics across all government tiers # Palintir **Offline-first multi-domain analytics & visualization platform for African councils.** Built for Zimbabwean government — local → district → provincial → national tiers. ## Features - **Multi-domain dashboards** — Finance, Service Delivery, Demographics, and a National Overview - **Offline-first** — IndexedDB caches all datasets; a service worker caches the app shell. Works with zero connectivity. - **Drill-down navigation** — Click any council in a table to drill into its children. Breadcrumb shows the full hierarchy. - **Theme** — Dark/light mode, persisted in localStorage. - **PWA** — Install to home screen; standalone app with custom icons. ## Tech Stack | Layer | Technology | |--------------|-------------------------------------| | Framework | Next.js 16 (App Router) | | Language | TypeScript | | Styling | Tailwind CSS v4 | | Charts | Recharts | | Offline DB | IndexedDB via `idb` | | PWA | Web manifest + custom service worker| ## Getting Started ```bash npm install npm run dev # localhost npm run build # production build ``` ## Data Model ``` Council (tier: local | district | provincial | national) └── FinanceRecord (revenue, expenditure, budget) └── ServiceRecord (water, roads, health, electricity) └── DemographicRecord (age, gender, households, literacy) ``` Mock data is generated deterministically at first load and persisted to IndexedDB. On subsequent visits the app loads entirely from cache — no network needed. ## Roadmap - [ ] Real data ingestion (CSV / API adapters) - [ ] Choropleth map with Zimbabwe GeoJSON - [ ] Data export (PDF reports per council) - [ ] Multi-user role-based access (council administrators) - [ ] Background sync queue for field-data collection ## License MIT