jdn63/CARA-libya

Comprehensive Automated Risk Assessment (CARA) web-based tool adapted for subnational jurisdictional risk assessment for Libya. # Libya CARA **Comprehensive Assessment of Risk Analytics — Libya national and subnational risk dashboard** Libya CARA is a bilingual (Arabic primary, English secondary) subnational disaster and crisis risk assessment platform for Libya. It produces a headline INFORM Risk Index score at the national level and across 106 municipalities, decomposed into the three INFORM pillars (Hazard & Exposure, Vulnerability, Lack of Coping Capacity) and into 34 individual indicators with full data provenance and "data not available" handling. This is an operational, jurisdiction-specific deployment, not a generic template. It was forked from a US-state template implementation in 2026 and rebuilt around Libya-specific data sources, governance terminology, and the bilingual RTL UI. ## Status - **Deployment scope:** Libya — national level (LY) plus 106 verified municipalities (52 west, 34 east, 20 south). - **Methodology:** INFORM Risk Index 2024 (`drmkc.jrc.ec.europa.eu`), aligned with the Sendai Framework for Disaster Risk Reduction 2015-2030. - **Risk formula:** geometric mean of the three pillars, `(Hazard x Vulnerability x Coping)^(1/3)`, calculated in `routes/dashboard.py::_run_pillars()` and pinned by automated tests in `tests/test_inform.py`. - **Access:** restricted. The application is gated behind the `CARA_ACCESS_PASSWORD` session secret and is intended for official Libyan government use only. It is not a public website. - **Languages:** Modern Standard Arabic (primary, RTL) and English (secondary, LTR) on every page, every dashboard tile, every action plan item, and every methodology note. - **Out of scope by design:** the armed-clashes / political-violence domain present in the upstream INFORM model is intentionally omitted from the published risk score. The legacy US-specific active-shooter, NCES, and Gun Violence Archive components have been fully removed. ## What you get - A national dashboard at `/dashboard/LY` and a per-municipality dashb …