ZolileN/sa_insghts_hub

South Africa's top 10 most valuable data categories — one interactive dashboard with an AI analyst built in # Libo Insights > South Africa's critical public data — ten topics, live scrapers, province-aware dashboards, and precinct-level crime drill-down. Formerly **SA Insight Hub**. The UI is a Next.js app (`apps/web`) with a Precision Ops light theme. --- ## What It Does Libo Insights pulls real South African public data across 10 topics, caches it as JSON, and visualises it in interactive dashboards. Crime and Property support **province → city/metro → suburb/precinct** drill-down with Leaflet maps and clickable charts. | # | Topic | Primary source | Cadence | |---|-------|----------------|---------| | 1 | Crime | SAPS quarterly Excel | Quarterly | | 2 | Property | FNB Barometer · Lightstone press data | Monthly | | 3 | Bank fraud | SABRIC annual report | Annual | | 4 | Employment | Stats SA QLFS (PDF) | Quarterly | | 5 | Energy | Eskom load-shedding status | Real-time | | 6 | Finance | SARB MPC · Stats SA CPI | Monthly | | 7 | Health | SANAC / NDOH DHIS2 | Quarterly | | 8 | Education | DBE NSC / gov.za | Annual | | 9 | Forex | Live FX API | Real-time | | 10 | Water | DWS weekly dam levels | Weekly | Full publisher list (FNB, PayProp, BankservAfrica, NICD, etc.) is in **DATA_SOURCES.md**. --- ## Quick Start ### Next.js dashboard ```bash git clone github.com cd sa_insghts_hub # Python scrapers (optional — app works from committed data/*.json) pip install -r requirements.txt python3 run_scrapers.py # Web app cd apps/web npm install cp .env.example .env.local # optional; maps use OpenStreetMap by default npm run dev ``` Open **http://localhost:3000** — marketing home at `/`, dashboards at `/dashboard/crime`, etc. `npm run dev` syncs `data/*.json` into `apps/web/data` automatically (`predev` hook). ### Deploy to Vercel One Vercel project serves **both** the marketing landing page (`/`) and all dashboard routes (`/dashboard/*`). 1. Import github.com in the Vercel dashboard. 2. Set **Root Directory* …