Benedette Otieno
feat: Add Kenya county risk intelligence and integrate into epidemiological context
a33aad5 | { | |
| "country": "Kenya", | |
| "risk_assessment_date": "2026-05-15", | |
| "source": "Kenya MOH EVD Preparedness and Response Plan, May 2026", | |
| "counties": { | |
| "Nairobi": { | |
| "county_name": "Nairobi", | |
| "risk_tier": "very_high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor", "Major_Hub"], | |
| "relevant_poes": ["JKIA", "Wilson_Airport"], | |
| "high_risk_profiles": ["healthcare_workers", "referral_center_staff"], | |
| "key_risk_factors": ["High international and regional travel volume", "National referral hospitals and dense mobility"] | |
| }, | |
| "Mombasa": { | |
| "county_name": "Mombasa", | |
| "risk_tier": "very_high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor_Terminal", "Port_Hub"], | |
| "relevant_poes": ["Moi_International_Airport", "Kilindini_Sea_Port"], | |
| "high_risk_profiles": ["truck_crews", "port_workers", "healthcare_workers"], | |
| "key_risk_factors": ["Port and transport terminal exposure", "Referral hospital amplification risk"] | |
| }, | |
| "Uasin-Gishu": { | |
| "county_name": "Uasin-Gishu", | |
| "risk_tier": "very_high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor"], | |
| "relevant_poes": ["Eldoret_International_Airport"], | |
| "high_risk_profiles": ["healthcare_workers"], | |
| "key_risk_factors": ["Major inland transit corridor", "Large referral facility catchment"] | |
| }, | |
| "Busia": { | |
| "county_name": "Busia", | |
| "risk_tier": "very_high", | |
| "is_border_county": true, | |
| "corridor_flags": ["Busia_Route", "Northern_Corridor_Origin", "Cross_Border"], | |
| "relevant_poes": ["Busia_OSBP", "Malaba_OSBP", "Informal_Crossings"], | |
| "high_risk_profiles": ["cross_border_traders", "truck_crews", "informal_border_crossers"], | |
| "key_risk_factors": ["High daily cross-border movement", "Numerous informal crossing routes"] | |
| }, | |
| "Kisumu": { | |
| "county_name": "Kisumu", | |
| "risk_tier": "very_high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor", "Lake_Victoria"], | |
| "relevant_poes": ["Kisumu_International_Airport"], | |
| "high_risk_profiles": ["fisherfolk", "healthcare_workers"], | |
| "key_risk_factors": ["Lake mobility and cross-border fishing activity", "Regional transport and referral linkages"] | |
| }, | |
| "Bungoma": { | |
| "county_name": "Bungoma", | |
| "risk_tier": "very_high", | |
| "is_border_county": true, | |
| "corridor_flags": ["Lwakhakha_Route", "Northern_Corridor", "Cross_Border"], | |
| "relevant_poes": ["Lwakhakha_POE"], | |
| "high_risk_profiles": ["truck_crews", "cross_border_traders"], | |
| "key_risk_factors": ["High truck throughput via border crossing", "Sustained border-community interaction"] | |
| }, | |
| "Trans-Nzoia": { | |
| "county_name": "Trans-Nzoia", | |
| "risk_tier": "very_high", | |
| "is_border_county": true, | |
| "corridor_flags": ["Cross_Border", "Refugee_Transit"], | |
| "relevant_poes": ["Suam_OSBP"], | |
| "high_risk_profiles": ["refugee_transit", "asylum_seekers"], | |
| "key_risk_factors": ["Border movement and asylum-seeker transit", "Cross-border social mixing"] | |
| }, | |
| "Siaya": { | |
| "county_name": "Siaya", | |
| "risk_tier": "very_high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor", "Lake_Victoria"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": ["fisherfolk"], | |
| "key_risk_factors": ["Lake-associated movement and trade", "Corridor-linked interaction"] | |
| }, | |
| "West-Pokot": { | |
| "county_name": "West-Pokot", | |
| "risk_tier": "very_high", | |
| "is_border_county": true, | |
| "corridor_flags": ["Cross_Border", "Informal_Crossings"], | |
| "relevant_poes": ["Informal_POEs"], | |
| "high_risk_profiles": ["nomadic_pastoralists"], | |
| "key_risk_factors": ["Frequent informal border movement", "Mobile pastoral populations"] | |
| }, | |
| "Turkana": { | |
| "county_name": "Turkana", | |
| "risk_tier": "very_high", | |
| "is_border_county": true, | |
| "corridor_flags": ["DRC_Sudan_Turkana_Route", "Refugee_Transit", "Informal_Corridor"], | |
| "relevant_poes": ["Kakuma_Refugee_Camp", "Goli_Border"], | |
| "high_risk_profiles": ["refugee_transit", "fisherfolk", "informal_border_crossers"], | |
| "key_risk_factors": ["Refugee camp transit and multi-country movement", "Weak surveillance along informal routes"] | |
| }, | |
| "Homa-Bay": { | |
| "county_name": "Homa-Bay", | |
| "risk_tier": "very_high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Lake_Victoria"], | |
| "relevant_poes": ["Mbita_Point", "Informal_Lake_Crossings"], | |
| "high_risk_profiles": ["fisherfolk"], | |
| "key_risk_factors": ["Lake crossings and fishing mobility", "Informal shore-based crossings"] | |
| }, | |
| "Migori": { | |
| "county_name": "Migori", | |
| "risk_tier": "very_high", | |
| "is_border_county": true, | |
| "corridor_flags": ["Lake_Victoria", "Cross_Border"], | |
| "relevant_poes": ["Isebania_OSBP", "Muhuru_Bay", "Informal_Lake_Crossings"], | |
| "high_risk_profiles": ["fisherfolk", "cross_border_traders"], | |
| "key_risk_factors": ["Porous border movement and trade", "Mixed formal and informal crossing points"] | |
| }, | |
| "Elgeyo-Marakwet": { | |
| "county_name": "Elgeyo-Marakwet", | |
| "risk_tier": "very_high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Agricultural_Trade"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": ["cross_border_traders"], | |
| "key_risk_factors": ["Agricultural trade links into border routes", "Commodity movement to high-risk corridors"] | |
| }, | |
| "Vihiga": { | |
| "county_name": "Vihiga", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": [], | |
| "key_risk_factors": ["Corridor stop-over interactions"] | |
| }, | |
| "Kakamega": { | |
| "county_name": "Kakamega", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": [], | |
| "key_risk_factors": ["Corridor stop-over interactions"] | |
| }, | |
| "Nakuru": { | |
| "county_name": "Nakuru", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": [], | |
| "key_risk_factors": ["Major corridor hub with transient crews"] | |
| }, | |
| "Kericho": { | |
| "county_name": "Kericho", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": [], | |
| "key_risk_factors": ["Corridor-linked traveler interaction"] | |
| }, | |
| "Nandi": { | |
| "county_name": "Nandi", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": [], | |
| "key_risk_factors": ["Corridor-linked traveler interaction"] | |
| }, | |
| "Kiambu": { | |
| "county_name": "Kiambu", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": ["referral_center_staff"], | |
| "key_risk_factors": ["Corridor adjacency and facility-level movement"] | |
| }, | |
| "Machakos": { | |
| "county_name": "Machakos", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": [], | |
| "key_risk_factors": ["Corridor-linked transient interaction"] | |
| }, | |
| "Makueni": { | |
| "county_name": "Makueni", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": [], | |
| "key_risk_factors": ["Corridor-linked transient interaction"] | |
| }, | |
| "Kilifi": { | |
| "county_name": "Kilifi", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor_Terminal"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": [], | |
| "key_risk_factors": ["Proximity to coastal corridor terminus"] | |
| }, | |
| "Taita-Taveta": { | |
| "county_name": "Taita-Taveta", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": ["Northern_Corridor_Terminal"], | |
| "relevant_poes": [], | |
| "high_risk_profiles": [], | |
| "key_risk_factors": ["Corridor-adjacent freight movement"] | |
| }, | |
| "Isiolo": { | |
| "county_name": "Isiolo", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": [], | |
| "relevant_poes": ["Isiolo_Airport"], | |
| "high_risk_profiles": ["healthcare_workers"], | |
| "key_risk_factors": ["Occasional charter and medevac-linked movement"] | |
| }, | |
| "Garissa": { | |
| "county_name": "Garissa", | |
| "risk_tier": "high", | |
| "is_border_county": false, | |
| "corridor_flags": [], | |
| "relevant_poes": [], | |
| "high_risk_profiles": ["refugee_transit"], | |
| "key_risk_factors": ["Refugee camp-related population movement"] | |
| } | |
| } | |
| } | |