Datasets:

electricsheepafrica
/

africa-disaster-risk-all

city stringclasses 18 values	country stringclasses 18 values	region stringclasses 5 values	district stringclasses 214 values	scenario stringclasses 3 values	latitude float64 -26.37 37	longitude float64 -17.64 39.4	elevation_m float64 0 2.39k	coastal bool 2 classes	riverine bool 2 classes	land_use_class stringclasses 10 values	risk_tier stringclasses 4 values	population_density_per_km2 float64 1.3k 55.1k	informality_fraction float64 0.01 0.95	annual_flood_frequency_per_1000 float64 0.15 2.25	flood_events_per_year float64 27.6 11.3k	return_period_10yr_depth_m float64 0.23 2.8	return_period_25yr_depth_m float64 0.32 3.54	return_period_50yr_depth_m float64 0.42 3.95	return_period_100yr_depth_m float64 0.49 5.5	return_period_200yr_depth_m float64 0.65 7.42	mean_flood_depth_m float64 0.05 1.17	median_flood_depth_m float64 0.04 1	p90_flood_depth_m float64 0.05 1.87	max_flood_depth_m float64 0.08 2.58	flood_duration_hours float64 1 19.9	district_population int64 104k 7.9M	population_exposed int64 19.9k 4.04M	population_exposure_fraction float64 0.12 0.74	children_exposed int64 8.33k 1.8M	elderly_exposed int64 1.29k 468k	infrastructure_vulnerability_index float64 0.18 0.98	drainage_capacity_fraction float64 0.09 0.95	road_network_flood_vulnerability float64 0.13 0.98	power_grid_flood_vulnerability float64 0.14 0.98	water_supply_flood_vulnerability float64 0.13 0.98	healthcare_facility_flood_risk float64 0.08 0.96	lulc_annual_change_rate_pct float64 0.68 7.15	impervious_surface_fraction float64 0.07 0.98	green_space_fraction float64 0.02 0.6	wetland_area_fraction float64 0 0.35	ews_coverage_fraction float64 0.11 0.98	ews_lead_time_hours float64 3 65.5	community_preparedness_index float64 0.07 0.95	econ_damage_per_capita_per_event_usd float64 21.2 439	annual_expected_damage_usd float64 189k 2.87B	annual_expected_damage_pct_of_gdp float64 0.05 50.7	building_replacement_cost_usd float64 662k 2.41B	business_interruption_cost_usd float64 51.1k 1.16B	building_stock_vulnerability_index float64 0.05 0.89	informal_building_fraction float64 0.02 0.92	flood_resistant_building_fraction float64 0.06 0.8	avg_building_age_years float64 5 193	multi_story_building_fraction float64 0.02 0.7	social_vulnerability_index float64 0.22 0.98	poverty_rate_fraction float64 0.16 0.95	unemployment_rate_fraction float64 0.11 0.7	access_to_healthcare_index float64 0.05 0.65	education_access_index float64 0.05 0.63	displacement_risk_index float64 0.02 0.98	floodplain_encroachment_rate_pct float64 0.47 7.81	floodplain_area_at_risk_km2 float64 7.04 4.65k	settlement_in_100yr_floodplain_pct float64 0.13 0.98	composite_flood_risk_score float64 12.4 100	flood_risk_category stringclasses 4 values	climate_attribution_factor float64 0.69 1.96	adaptation_readiness_score float64 8.11 84.9
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.4145	-4.0548	11.8523	true	true	commercial	very_high	22,624.4244	0.4434	0.8239	2,840.1151	1.282	1.521	1.897	2.823	2.93	0.37	0.315	0.593	0.815	5.2	3,447,256	1,542,074	0.4473	606,524	158,368	0.6875	0.2273	0.638	0.5498	0.635	0.4968	3.037	0.6433	0.1469	0.0411	0.2058	9.6	0.13	142.52	190,465,376.58	3.6834	445,452,373.34	60,269,922.71	0.3847	0.4848	0.3871	6.7	0.1301	0.7364	0.5713	0.4477	0.1728	0.1914	0.2351	3.54	1,286.266	0.6817	59.27	high	1.025	24.94
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3654	-4.0171	23.3401	true	true	informal_settlement	very_high	20,353.7805	0.537	0.8821	1,931.1763	1.386	1.312	1.526	2.303	3.872	0.501	0.426	0.801	1.102	5.7	2,189,194	948,391	0.4332	352,217	110,786	0.6884	0.234	0.8181	0.5267	0.6916	0.4486	3.587	0.778	0.1995	0.0339	0.2367	13.1	0.1716	131.78	107,444,280.03	3.272	364,069,722.36	44,003,599.97	0.5343	0.6201	0.2997	45.2	0.0431	0.7859	0.6553	0.4486	0.1449	0.155	0.2732	3.213	622.88	0.5772	63.72	high	0.901	25.02
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.4401	-3.9455	7.8951	true	true	formal_residential	very_high	23,532.7203	0.4316	0.8932	1,874.5041	1.108	1.671	1.909	2.505	3.506	0.292	0.248	0.467	0.642	3.5	2,098,545	910,081	0.4337	375,300	108,395	0.7122	0.2573	0.8415	0.6949	0.6206	0.4981	2.242	0.5255	0.4451	0.0379	0.2626	15.7	0.2519	151.41	101,940,584.05	3.2385	296,564,753.2	44,256,946.26	0.2993	0.4463	0.3882	64.1	0.133	0.6513	0.4497	0.4145	0.222	0.2098	0.3048	4.046	834.172	0.516	58.01	high	0.953	28.48
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.2635	-4.0145	11.1123	true	true	transport_corridor	very_high	18,404.1513	0.561	0.8038	1,379.9387	1.215	1.132	1.873	2.489	3.143	0.343	0.292	0.549	0.755	5	1,716,720	730,910	0.4258	283,759	77,306	0.7257	0.2344	0.6828	0.5745	0.6604	0.4442	3.365	0.98	0.0543	0.0187	0.2465	12.2	0.1841	130.26	75,711,073.46	2.9401	142,567,765.87	21,253,676.61	0.3538	0.4731	0.3565	18.8	0.02	0.7525	0.5873	0.4671	0.1965	0.1551	0.3053	3.043	449.779	0.6563	57.31	high	1.049	25.06
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3105	-3.9956	0	true	true	mixed_use	very_high	24,524.9049	0.5801	0.7391	2,061.2175	1.085	1.281	1.972	2.309	3.066	0.342	0.291	0.547	0.752	4.4	2,788,729	1,271,742	0.456	597,223	89,013	0.7187	0.2798	0.7884	0.7247	0.6578	0.4999	2.593	0.7697	0.2889	0.0578	0.2524	12.3	0.1531	142.97	114,454,407.92	2.7361	363,498,713.73	44,877,388.23	0.3843	0.5397	0.3435	32.9	0.075	0.7736	0.6186	0.4664	0.1717	0.1387	0.1899	3.512	980.352	0.6852	57.65	high	1.028	26.13
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3286	-3.9023	18.2422	true	true	transport_corridor	very_high	23,947.4342	0.4493	0.8484	1,232.3337	1.115	1.281	1.635	2.082	3.241	0.303	0.257	0.485	0.666	5.7	1,452,518	605,249	0.4167	250,461	67,333	0.7243	0.2218	0.8409	0.6167	0.6797	0.7053	2.209	0.98	0.047	0.0681	0.2492	12.9	0.1976	140.5	74,549,747.83	3.4216	148,513,063.69	24,286,463.15	0.3098	0.6111	0.4274	21	0.1247	0.6975	0.6434	0.4389	0.2047	0.1392	0.2753	2.779	393.222	0.5232	55.74	high	1.052	25.96
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3357	-4.0555	0	true	true	mixed_use	very_high	24,557.4502	0.5463	0.8238	1,940.045	1.339	1.659	1.847	2.474	3.741	0.327	0.278	0.523	0.719	3.6	2,355,132	1,006,427	0.4273	471,914	58,958	0.6846	0.2091	0.6851	0.7074	0.6746	0.5447	3.018	0.7217	0.3501	0.0097	0.2395	10.2	0.1972	160.14	138,187,277.32	3.9117	383,600,188.46	52,630,017.14	0.4167	0.4969	0.4539	16.2	0.1537	0.6719	0.5456	0.3655	0.2149	0.1792	0.2323	3.856	834.745	0.4681	58.68	high	1.064	26.86
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.4126	-4.086	19.9958	true	true	informal_settlement	very_high	20,750.0684	0.5607	0.7293	1,639.564	1.098	1.617	1.647	2.097	3.299	0.459	0.39	0.734	1.01	4.2	2,248,129	985,966	0.4386	427,337	74,700	0.7376	0.2185	0.8604	0.7347	0.7603	0.3982	3.049	0.7271	0.2361	0.1149	0.2733	8.8	0.191	156.33	121,560,483.18	3.6048	471,111,634.29	39,840,238.78	0.579	0.4842	0.2794	5.8	0.1126	0.8904	0.7595	0.5473	0.0841	0.0667	0.3294	3.211	766.684	0.6216	62.7	high	1.013	22.41
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.2613	-4.0581	16.9297	true	true	informal_settlement	very_high	29,375.6625	0.543	0.928	3,718.8768	1.01	1.553	1.769	2.509	2.193	0.533	0.453	0.853	1.174	6.1	4,007,333	1,816,894	0.4534	742,377	125,092	0.6554	0.2529	0.6372	0.6559	0.6586	0.5331	3.08	0.6126	0.2463	0.0028	0.2795	12	0.2811	120.28	168,040,593.89	2.7956	790,447,673.81	64,636,046.25	0.5636	0.4369	0.3554	12.8	0.1261	0.7994	0.6466	0.4809	0.1433	0.1422	0.404	3.937	1,702.866	0.6479	66.63	high	0.999	27.33
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3505	-4.0862	1.0462	true	true	commercial	very_high	18,923.9587	0.5343	0.8399	3,250.1635	1.329	1.516	1.851	2.345	3.55	0.376	0.32	0.602	0.828	4.9	3,869,697	1,719,682	0.4444	681,419	118,394	0.7186	0.2245	0.7198	0.7633	0.6415	0.431	3.238	0.8491	0.1729	0.1008	0.2527	10.2	0.2217	140.57	211,184,934.38	3.6383	605,353,115.83	64,743,327.17	0.3451	0.5343	0.4123	27.5	0.0717	0.6973	0.6427	0.3941	0.2194	0.198	0.2809	2.72	1,113.257	0.6092	57.64	high	1.058	26.28
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3381	-4.0689	0	true	true	informal_settlement	very_high	25,363.8344	0.5366	0.8655	3,626.63	1.293	1.058	1.294	2.617	3.742	0.576	0.489	0.921	1.267	6.6	4,190,340	1,921,240	0.4585	834,950	121,465	0.6785	0.2773	0.6603	0.5951	0.4826	0.3281	1.995	0.7421	0.2604	0.0487	0.2698	11.9	0.188	139.47	195,550,811	3.1111	712,546,786.67	56,442,633.97	0.4913	0.494	0.2748	60	0.1535	0.9117	0.7738	0.5335	0.0675	0.05	0.3452	3.727	1,682.774	0.7544	66.4	high	0.953	24.83
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3769	-4.0694	9.3931	true	true	formal_residential	very_high	21,450.6992	0.481	0.8025	1,518.0816	0.979	1.305	1.641	2.476	3.187	0.254	0.216	0.407	0.559	3.2	1,891,778	810,635	0.4285	315,593	86,196	0.6745	0.2344	0.6378	0.62	0.5699	0.3535	2.534	0.6079	0.4541	0.0083	0.2526	13.9	0.1728	167.02	104,784,814.68	3.6926	152,188,935.08	30,728,399.17	0.2862	0.4631	0.5446	22.4	0.1753	0.7315	0.5848	0.5367	0.1902	0.1855	0.2715	3.752	759.948	0.5614	55.52	high	0.931	26.94
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.412	-3.8692	5.944	true	true	industrial	very_high	26,253.9424	0.5201	0.8407	3,495.2446	1.106	1.687	1.584	2.584	3.137	0.409	0.348	0.655	0.9	4.4	4,157,763	1,782,836	0.4288	809,002	126,618	0.7471	0.2348	0.8282	0.6484	0.7582	0.4925	2.81	0.8115	0.0754	0.0556	0.273	12.9	0.2148	138.74	256,036,323.27	4.1054	643,101,987.95	84,792,888.73	0.4234	0.583	0.2518	33.6	0.2641	0.7595	0.6355	0.3948	0.1664	0.1592	0.2568	3.371	1,574.927	0.5434	60.89	high	1.051	25.19
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.4119	-3.9586	0	true	true	mixed_use	very_high	18,163.941	0.4831	0.9424	2,719.2281	1.268	1.58	1.856	2.839	2.878	0.393	0.334	0.629	0.865	5.8	2,885,506	1,373,513	0.476	633,896	139,822	0.7933	0.2297	0.8306	0.7075	0.5933	0.5288	3.44	0.8153	0.2749	0.0008	0.2752	14.9	0.2391	133.45	210,591,802.29	4.8655	378,242,636.97	72,752,360.03	0.3823	0.6259	0.4113	6.4	0.1282	0.7734	0.6441	0.3945	0.1569	0.1526	0.3118	2.564	753.974	0.5887	61.5	high	0.998	23.7
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.321	-4.0251	1.8746	true	true	informal_settlement	very_high	21,061.1882	0.4049	0.8831	3,035.5112	1.276	1.273	1.962	3.193	3.914	0.535	0.455	0.856	1.177	6.4	3,437,260	1,435,147	0.4175	588,176	108,272	0.7445	0.2364	0.8937	0.6994	0.5534	0.5109	2.461	0.8525	0.3122	0.1242	0.2818	8.6	0.2303	148.87	186,054,014.82	3.6086	778,406,207.51	67,221,968.04	0.5298	0.4723	0.1888	47.6	0.2094	0.867	0.7675	0.4665	0.0813	0.0774	0.4117	3.619	1,328.468	0.4742	66.25	high	0.987	23.41
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3084	-3.9364	5.1616	true	true	informal_settlement	very_high	17,840.6375	0.5137	0.8919	2,946.2469	1.129	1.293	1.47	2.625	3.406	0.546	0.464	0.874	1.201	7.2	3,303,249	1,424,295	0.4312	562,358	124,000	0.6844	0.2354	0.5594	0.7891	0.5685	0.3819	3.838	0.6191	0.2357	0.0735	0.181	8.3	0.1412	124.18	192,367,269	3.8824	732,678,501.39	58,006,574.94	0.5396	0.56	0.2532	5.1	0.2834	0.8911	0.8072	0.5452	0.0794	0.0792	0.2662	2.816	850.902	0.563	64.78	high	0.994	21.38
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.298	-4.061	19.771	true	true	informal_settlement	very_high	26,997.5134	0.5541	0.7988	1,622.3966	1.178	1.196	2.086	2.421	3.571	0.525	0.447	0.841	1.156	9	2,031,080	864,744	0.4258	334,996	90,956	0.7627	0.2232	0.8317	0.7619	0.6882	0.5397	3.451	0.8039	0.311	0.0182	0.2356	8.7	0.1799	127.1	96,515,731.04	3.168	425,404,119.99	31,924,007.75	0.5084	0.5216	0.2054	37	0.145	0.815	0.7189	0.4635	0.1229	0.1432	0.2825	3.068	600.49	0.5332	63.54	high	1.005	22.28
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.362	-4.0371	2.4337	true	true	floodplain_agricultural	very_high	22,416.6016	0.4854	0.8465	2,171.5482	1.187	1.799	1.885	2.408	2.675	0.223	0.19	0.357	0.491	2.5	2,565,331	1,115,954	0.435	461,802	99,628	0.6813	0.2887	0.5388	0.6425	0.5476	0.508	2.891	0.3642	0.6	0.0676	0.2864	16.5	0.198	143.68	160,225,051.96	4.1639	239,524,075.45	47,306,193.8	0.2175	0.4748	0.47	7.7	0.1587	0.7615	0.6727	0.4281	0.1658	0.1462	0.371	3.369	821.534	0.5682	53.98	high	1.055	28.55
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3467	-4.0438	15.6113	true	true	informal_settlement	very_high	24,519.1584	0.4731	0.9144	3,924.6154	1.116	1.6	2.021	2.347	3.189	0.478	0.406	0.765	1.052	7.2	4,291,857	2,027,715	0.4725	862,638	163,654	0.6316	0.2419	0.6383	0.5587	0.5047	0.3499	2.768	0.8583	0.2486	0.157	0.2287	9.2	0.1992	174.71	332,324,018.02	5.1621	630,409,814.61	112,827,140.54	0.5472	0.4377	0.2828	44.5	0.1814	0.8271	0.6514	0.4897	0.1367	0.1161	0.3913	3.963	1,558.345	0.6491	65.54	high	1.054	25.57
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3902	-3.9552	6.0618	true	true	formal_residential	very_high	20,479.0894	0.5627	0.8825	2,367.47	1.148	1.459	1.606	2.286	2.894	0.312	0.265	0.499	0.686	2	2,682,536	1,133,734	0.4226	480,860	110,755	0.7647	0.2677	0.6233	0.7374	0.6921	0.6219	2.916	0.5612	0.4695	0.0104	0.2415	13	0.1944	189.05	199,652,507.32	4.9618	336,019,474.74	60,412,650.56	0.309	0.5407	0.5101	43.9	0.1566	0.7316	0.6116	0.4555	0.2015	0.1904	0.3226	3.585	846.452	0.5873	58.43	high	1.019	25.19
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3639	-4.0253	13.2471	true	true	floodplain_agricultural	very_high	19,589.529	0.5804	0.6476	741.3188	1.262	1.371	1.781	2.446	3.501	0.181	0.154	0.289	0.398	2	1,144,804	463,891	0.4052	210,681	50,014	0.7117	0.2863	0.6663	0.5413	0.5837	0.4734	3.71	0.3536	0.535	0.0503	0.2273	11.3	0.1707	133.68	41,044,888.32	2.3902	92,185,690.14	15,713,430.43	0.2149	0.4764	0.5161	21.8	0.157	0.7942	0.6713	0.4843	0.1335	0.1288	0.2413	2.679	303.443	0.4861	48.95	medium	1.033	25.3
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.456	-4.0401	3.1936	true	true	floodplain_agricultural	very_high	18,658.0616	0.52	0.9205	3,143.9965	1.048	1.456	1.897	2.624	3.024	0.194	0.165	0.311	0.427	2.7	3,415,707	1,515,401	0.4437	626,078	94,125	0.7474	0.2647	0.8096	0.7279	0.5576	0.5527	3.71	0.3888	0.6	0.1422	0.2224	11.8	0.2103	140.52	208,391,071.33	4.0673	267,719,685.75	74,971,986.7	0.203	0.5388	0.3819	6.6	0.2217	0.7574	0.6743	0.48	0.1589	0.1548	0.3081	4.263	1,782.348	0.5422	57.28	high	0.974	24.46
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3288	-3.9445	7.9727	true	true	commercial	very_high	21,416.6285	0.4614	0.8578	3,166.0037	1.061	1.614	1.856	2.4	3.28	0.381	0.324	0.609	0.838	3.8	3,690,698	1,602,981	0.4343	715,213	128,148	0.702	0.2391	0.602	0.61	0.7154	0.4647	3.189	0.8623	0.1795	0.1352	0.2409	11.8	0.2002	114.82	192,492,438.99	3.4771	565,283,896.32	62,321,992.49	0.38	0.4566	0.352	10.3	0.0963	0.7611	0.7009	0.4548	0.1586	0.1429	0.2445	3.456	1,292.995	0.6148	59.83	high	0.975	25.43
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3267	-4.0266	11.9882	true	true	informal_settlement	very_high	20,335.8233	0.4912	0.901	2,992.0711	1.12	1.478	1.997	2.677	2.9	0.534	0.454	0.854	1.175	8.3	3,320,775	1,374,414	0.4139	516,711	103,633	0.7622	0.2145	0.8995	0.5381	0.6289	0.6249	3.695	0.6611	0.2796	0.1115	0.2487	13.2	0.1817	153.43	220,224,550.83	4.4211	592,782,050.94	87,987,690.89	0.5343	0.4218	0.2776	6.3	0.0356	0.8183	0.6928	0.4937	0.1286	0.1104	0.3036	2.961	1,022.744	0.5637	65.22	high	1.048	22.4
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3689	-4.0487	10.1479	true	true	informal_settlement	very_high	17,712.0944	0.5297	0.9234	2,706.5685	1.154	1.737	1.886	2.734	3.747	0.48	0.408	0.769	1.057	4.3	2,931,081	1,302,357	0.4443	461,704	81,711	0.727	0.2773	0.686	0.6677	0.6195	0.4429	3.298	0.7683	0.2638	0.0651	0.3098	12.2	0.2419	162.16	203,813,664.9	4.6357	550,369,563.15	64,627,650.18	0.5257	0.5297	0.2739	27.5	0.0632	0.808	0.7166	0.5056	0.1584	0.1271	0.4746	3.132	1,086.669	0.5456	64.06	high	1.056	26.89
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.4149	-4.0049	20.9513	true	true	mixed_use	very_high	23,728.8003	0.5356	0.8666	1,174.8789	1.196	1.233	1.696	2.618	3.48	0.378	0.322	0.606	0.833	3.5	1,355,776	549,135	0.405	261,804	46,049	0.7204	0.307	0.6772	0.4833	0.5414	0.4876	3.264	0.6333	0.3448	0.1213	0.2475	11.8	0.209	146.82	60,267,411.92	2.9635	172,530,825.6	22,632,382.98	0.36	0.5313	0.3941	6.3	0.1136	0.8539	0.6908	0.5294	0.1023	0.0844	0.2515	3.377	411.115	0.5576	59.41	high	1.029	25.01
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.2951	-3.9572	24.6564	true	true	transport_corridor	very_high	25,595.7142	0.4965	0.8017	3,107.6354	1.313	1.305	1.688	2.459	3.396	0.321	0.273	0.514	0.707	3.8	3,876,223	1,692,709	0.4367	710,568	89,804	0.7506	0.2313	0.7793	0.6163	0.6848	0.4701	2.46	0.8249	0.0562	0.0077	0.2322	10.5	0.1694	125.09	181,900,208.26	3.1285	500,088,325.77	60,535,194.11	0.3124	0.5668	0.4174	17	0.1453	0.7711	0.704	0.407	0.1505	0.1531	0.328	3.352	1,534.049	0.5326	57.7	high	0.965	23.56
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.4345	-4.0248	3.7902	true	true	informal_settlement	very_high	20,531.9677	0.5699	0.7014	2,470.4471	1.215	1.566	1.632	2.501	3.99	0.546	0.464	0.873	1.201	6.2	3,521,949	1,483,811	0.4213	613,725	113,235	0.7453	0.2418	0.796	0.6795	0.6049	0.5121	2.772	0.7369	0.3439	0.123	0.2379	13.4	0.2114	142.6	146,133,438.36	2.7661	851,259,174.86	62,381,177.4	0.613	0.464	0.2204	74.1	0.0584	0.8119	0.6674	0.4899	0.1271	0.1159	0.2802	3.482	1,368.492	0.5628	63.87	high	1.085	23.31
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.227	-3.9401	0	true	true	public_institutional	very_high	25,097.06	0.4592	0.8035	2,112.5425	1.297	1.488	1.737	2.389	2.687	0.217	0.185	0.348	0.478	2.1	2,629,272	1,112,407	0.4231	442,854	85,081	0.7329	0.2474	0.7943	0.807	0.7008	0.4947	3.081	0.6205	0.4343	0.1846	0.2437	13.2	0.1645	136.84	100,481,460.63	2.5478	235,804,069.82	27,902,357.28	0.2391	0.4331	0.4369	40.4	0.1176	0.71	0.6104	0.5611	0.1738	0.1814	0.2482	3.657	755.355	0.6732	54.45	high	0.899	25.97
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3558	-4.0126	0	true	true	informal_settlement	very_high	11,325.5666	0.4983	0.8197	1,475.3916	1.337	1.56	2.056	2.386	3.076	0.574	0.488	0.918	1.262	6.9	1,799,970	773,973	0.43	312,760	79,459	0.7213	0.2507	0.5829	0.6498	0.6645	0.3875	2.61	0.6898	0.2481	0.0015	0.282	16.3	0.1986	168.09	116,801,740.08	4.3261	339,893,373.63	41,294,215.36	0.5822	0.407	0.2595	30.4	0.1791	0.7714	0.6047	0.5057	0.1269	0.1615	0.2982	2.884	656.559	0.5104	64.13	high	0.99	26.26
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.4404	-4.0106	14.8697	true	true	transport_corridor	very_high	22,026.6055	0.4783	0.7778	1,407.4698	1.084	1.476	2.19	2.115	3.362	0.333	0.283	0.532	0.732	4.7	1,809,501	817,643	0.4519	392,434	42,484	0.6975	0.2306	0.7399	0.5809	0.6659	0.4011	3.289	0.98	0.0489	0.0057	0.2623	11.7	0.2452	165.52	95,915,133.96	3.5338	151,591,884.58	33,791,007.02	0.3581	0.4861	0.4662	13.2	0.0597	0.6829	0.5615	0.3809	0.1876	0.2446	0.3423	3.488	404.199	0.5993	57.19	high	1.012	27.54
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.2439	-4.0506	14.3486	true	true	mixed_use	very_high	17,593.3651	0.6014	0.8674	1,590.9245	1.137	1.71	1.762	2.375	3.701	0.403	0.343	0.646	0.888	5.3	1,834,112	764,013	0.4166	298,260	73,866	0.7029	0.2598	0.7835	0.6005	0.6113	0.5292	3.205	0.7626	0.3333	0.1983	0.2808	14	0.1989	157.21	100,087,416.93	3.638	280,143,744.82	26,812,738.57	0.4265	0.4884	0.2744	43.2	0.1658	0.7889	0.7006	0.5158	0.1538	0.1516	0.4269	3.263	651.147	0.4546	60.27	high	0.954	26.57
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.3247	-4.0385	8.9563	true	true	commercial	very_high	21,978.6059	0.5774	0.9336	4,021.5729	1.106	1.462	1.554	2.293	3.611	0.327	0.278	0.524	0.72	4.2	4,307,784	1,951,061	0.4529	774,215	119,167	0.7162	0.2204	0.8883	0.6174	0.4791	0.5112	3.005	0.9353	0.1741	0.0861	0.2606	10.7	0.2742	173.87	324,801,986.59	5.0266	744,377,484.71	108,782,838.02	0.3714	0.4491	0.3087	9.1	0.154	0.7836	0.6668	0.5062	0.1658	0.1412	0.3664	4.429	1,295.642	0.6234	62.58	high	1.049	24.75
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.4165	-4.0227	16.292	true	true	floodplain_agricultural	very_high	24,638.1267	0.5243	0.8056	1,540.6907	1.038	1.462	1.77	2.209	3.712	0.213	0.181	0.341	0.469	1.6	1,912,374	823,377	0.4306	290,526	90,277	0.7154	0.2812	0.5425	0.7231	0.6411	0.4374	3.64	0.3124	0.5107	0.0532	0.303	14.8	0.2333	163.79	91,365,763.65	3.1851	143,921,984.31	52,439,238.83	0.2054	0.4811	0.4104	9.3	0.2658	0.8201	0.7247	0.4695	0.134	0.1225	0.36	3.2	601.887	0.5529	53.59	high	1.001	26.83
Abidjan	Cote d'Ivoire	West Africa	Yopougon	historical_baseline	5.349	-3.9751	23.6389	true	true	informal_settlement	very_high	21,488.223	0.5202	0.7453	2,246.7998	1.171	1.3	1.769	2.379	3.404	0.53	0.45	0.848	1.166	6	3,014,616	1,302,207	0.432	504,595	77,590	0.6862	0.2153	0.7947	0.5925	0.5073	0.5475	3.244	0.6904	0.2628	0.0566	0.2259	10.3	0.1641	134.63	148,337,096.89	3.2804	608,199,179.31	38,900,011.82	0.5744	0.5028	0.2544	53.6	0.1294	0.809	0.6891	0.4691	0.1421	0.1204	0.2778	3.603	1,066.075	0.584	63.76	high	0.931	23.82
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3184	-3.9318	4.7967	true	true	commercial	very_high	37,274.7029	0.5896	0.8205	1,899.3869	1.272	1.528	1.916	2.08	3.078	0.308	0.262	0.493	0.677	4.1	2,314,850	1,018,034	0.4398	454,568	118,366	0.7137	0.2463	0.7996	0.6054	0.66	0.5783	3.461	0.9291	0.1454	0.0005	0.2419	8	0.1734	82.59	84,544,924.8	2.4349	352,148,317.6	37,749,345.08	0.3887	0.5971	0.4087	28.4	0.123	0.7269	0.5708	0.3838	0.1916	0.1937	0.3016	2.924	734.368	0.5558	56.72	high	0.99	26.03
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3139	-3.9369	8.1239	true	true	floodplain_agricultural	very_high	23,693.1324	0.5847	0.9149	4,949.5841	1.177	1.359	1.973	2.034	2.91	0.187	0.159	0.3	0.412	2.6	5,409,691	2,353,680	0.4351	1,008,323	159,186	0.7337	0.303	0.7705	0.6033	0.6256	0.5708	2.496	0.3408	0.6	0.0525	0.2283	10.7	0.1424	131.5	235,225,746.58	2.8988	407,454,025.77	65,689,679.56	0.2012	0.6106	0.5545	14.2	0.125	0.7916	0.6213	0.5801	0.1176	0.1288	0.3299	3.296	1,967.929	0.604	54.71	high	0.99	25.25
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.5472	-3.9832	8.5842	true	true	industrial	very_high	25,765.7304	0.5758	0.8214	3,666.8329	1.223	1.776	1.791	2.237	2.597	0.364	0.31	0.583	0.801	3.7	4,464,240	1,943,965	0.4355	838,096	217,771	0.7082	0.2484	0.7196	0.4342	0.5939	0.5335	3.096	0.8707	0.0996	0.1077	0.2554	11.3	0.2259	146.31	224,758,562.37	3.3564	581,960,244.15	87,108,094.73	0.4107	0.6564	0.3546	29.4	0.2223	0.7815	0.6008	0.4741	0.1516	0.1574	0.2749	2.658	1,453.423	0.5421	57.83	high	1.078	25.54
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3341	-4.0313	19.0115	true	true	informal_settlement	very_high	28,577.8296	0.5433	0.7198	1,460.3069	1.192	1.375	1.722	2.374	2.708	0.584	0.496	0.934	1.284	8.1	2,028,863	960,581	0.4735	405,691	68,802	0.7387	0.2158	0.6873	0.6172	0.5654	0.6099	3.376	0.6856	0.307	0.0195	0.2636	10.2	0.1916	135.26	97,540,975.29	3.2051	467,058,184.21	27,442,914.97	0.524	0.5788	0.346	25	0.0396	0.7383	0.5566	0.4392	0.2133	0.1583	0.2403	3.106	771.478	0.6417	63.64	high	1.003	25.07
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.351	-3.969	4.8471	true	true	public_institutional	very_high	28,275.0032	0.5566	0.8383	1,312.1602	1.096	1.477	1.788	2.465	3.411	0.207	0.176	0.331	0.455	3	1,565,275	719,320	0.4595	252,931	69,980	0.7442	0.2929	0.7537	0.6501	0.6877	0.597	2.943	0.5366	0.4777	0.1107	0.2968	13.8	0.2358	157.78	97,893,397.22	4.1694	130,523,891.53	38,975,411.35	0.2314	0.5788	0.3845	7.4	0.1184	0.6583	0.5533	0.4189	0.2464	0.1987	0.2864	2.845	442.419	0.7467	52.87	high	0.987	29.46
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3933	-4.0355	14.2676	true	true	commercial	very_high	31,931.3887	0.6399	0.9208	4,977.6852	1.15	1.548	2.025	2.846	2.987	0.302	0.257	0.483	0.665	4.3	5,405,921	2,058,715	0.3808	910,620	137,815	0.706	0.2475	0.6568	0.7356	0.6549	0.5331	2.752	0.6989	0.1688	0.35	0.2834	17.9	0.2547	142.9	280,331,600.25	3.4571	515,530,545.6	94,116,124.82	0.3314	0.6631	0.4979	28.1	0.0719	0.7707	0.692	0.4129	0.1526	0.1231	0.4139	3.4	1,806.45	0.4438	57.84	high	1.093	26.63
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3516	-4.0014	14.7887	true	true	mixed_use	very_high	25,052.2726	0.54	0.8309	3,412.7939	1.153	1.382	2.018	2.187	2.774	0.405	0.344	0.648	0.891	4.1	4,107,118	1,773,327	0.4318	749,791	130,900	0.7811	0.2617	0.8922	0.7679	0.6893	0.4991	3.625	0.6553	0.3724	0.0391	0.2394	9.9	0.1928	127.4	190,753,222.42	3.0963	456,060,963.49	53,643,995.97	0.3908	0.578	0.368	25.2	0.0769	0.8221	0.7454	0.4829	0.1347	0.1102	0.4255	2.772	1,359.673	0.5077	59.83	high	0.97	22.75
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.4718	-3.9197	10.7837	true	true	wetland	very_high	26,105.4283	0.6248	0.8317	4,034.0893	1.136	1.548	2.064	2.19	2.886	0.146	0.124	0.234	0.322	1.6	4,850,562	2,053,470	0.4233	906,315	196,605	0.7254	0.3388	0.6422	0.5674	0.6926	0.5634	2.726	0.0992	0.6	0.1106	0.2221	10.6	0.1688	118.3	192,150,982.42	2.6409	311,834,897.31	62,338,146.21	0.1755	0.6693	0.4348	14.2	0.0286	0.7561	0.5918	0.5484	0.1904	0.1442	0.3411	3.041	1,234.934	0.6381	50.95	high	0.975	26.87
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3508	-3.9372	0	true	true	commercial	very_high	25,978.5703	0.6625	0.9139	4,223.5742	1.069	1.494	2.12	2.467	3.681	0.459	0.39	0.734	1.009	5.5	4,621,490	2,224,182	0.4813	870,052	127,037	0.6643	0.2042	0.6964	0.6027	0.6547	0.4672	3.12	0.787	0.133	0.0033	0.2355	9.5	0.186	157.72	298,715,484.26	4.3091	739,681,505.14	84,345,355.58	0.3863	0.5257	0.437	31.7	0.0712	0.6562	0.6474	0.3557	0.2451	0.2181	0.2691	3.11	1,530.171	0.6296	61.36	high	1.118	27.44
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3592	-3.9736	0	true	true	commercial	very_high	24,050.493	0.6039	0.8932	4,720.9266	1.334	1.504	1.837	2.584	3.171	0.372	0.317	0.596	0.819	4.5	5,285,540	2,405,068	0.455	933,601	287,271	0.7427	0.2643	0.7734	0.6454	0.616	0.5363	2.89	0.8637	0.1403	0.1204	0.2605	12.8	0.2251	113.32	236,720,186.62	2.9858	779,427,731.8	62,970,363.22	0.3701	0.6709	0.3724	51.1	0.0785	0.6936	0.6811	0.4501	0.2126	0.2366	0.3404	3.327	2,296.483	0.5673	59.85	high	1.074	26.98
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3255	-3.9405	0.7202	true	true	commercial	very_high	28,371.4828	0.5995	0.75	3,269.2622	1.059	1.339	1.855	2.69	2.679	0.341	0.29	0.545	0.75	3.6	4,359,094	1,873,842	0.4299	697,981	101,851	0.6327	0.2923	0.7024	0.6471	0.5399	0.3421	3.438	0.8339	0.1599	0.2249	0.2807	13.5	0.2187	160.39	215,905,859.65	3.302	648,480,191.87	43,423,268.24	0.4436	0.5784	0.3351	10.7	0.065	0.7021	0.5153	0.4279	0.2064	0.1327	0.2327	3.092	1,258.4	0.644	55.42	high	1.034	30.87
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3327	-3.9283	0	true	true	transport_corridor	very_high	34,590.3065	0.6386	0.8781	4,028.103	1.244	1.629	1.595	2.408	3.481	0.347	0.295	0.555	0.763	2.4	4,587,271	2,102,267	0.4583	835,078	194,629	0.7131	0.2017	0.6606	0.715	0.7027	0.5249	3.442	0.9288	0.0457	0.0822	0.2392	11.2	0.2166	135.28	261,744,765.85	3.8039	524,455,471.14	101,932,583.21	0.2948	0.6743	0.3162	65.2	0.1341	0.6454	0.5557	0.4449	0.2375	0.2393	0.2726	3.679	1,519.551	0.5112	58.99	high	0.987	26.48
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3343	-3.9934	0	true	true	informal_settlement	very_high	34,792.1904	0.543	0.8198	2,410.9201	1.113	1.393	1.943	2.624	3.596	0.502	0.427	0.803	1.104	6.1	2,940,823	1,323,778	0.4501	615,515	154,880	0.7272	0.2435	0.8172	0.5643	0.6833	0.4739	3.045	0.7914	0.2056	0.0048	0.2512	13.3	0.2095	119.03	127,689,654.36	2.8946	645,460,833.14	53,872,281.01	0.5519	0.7006	0.2156	13.3	0.2466	0.9074	0.7701	0.6066	0.0674	0.0592	0.2761	3.459	819.273	0.5796	65.07	high	1.013	22.3
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.2934	-3.9986	16.4468	true	true	informal_settlement	very_high	37,795.9519	0.6688	0.8338	4,028.1833	1.341	1.685	1.672	2.117	3	0.566	0.482	0.906	1.246	6.8	4,831,165	2,248,329	0.4654	847,471	129,613	0.7768	0.24	0.7737	0.5744	0.6399	0.5474	3.835	0.8067	0.2748	0.3302	0.2474	11.9	0.1833	177.4	338,251,550.48	4.6676	843,915,969.23	141,318,238.96	0.5362	0.6726	0.2719	5.6	0.1099	0.8242	0.7215	0.553	0.1281	0.1109	0.2877	3.008	1,282.399	0.5545	65.71	high	1.121	22.52
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.4857	-4.0103	13.8503	true	true	informal_settlement	very_high	30,634.1127	0.5468	0.7573	1,632.3126	1.252	1.446	1.704	2.482	3.76	0.561	0.477	0.897	1.234	5.2	2,155,565	972,164	0.451	436,122	96,878	0.6868	0.283	0.6147	0.5895	0.6975	0.4799	3.057	0.7086	0.3121	0.0276	0.2595	13.6	0.2231	121.5	88,983,980.44	2.7521	480,298,644.18	24,983,196.86	0.5518	0.5315	0.3394	15.5	0.1431	0.8555	0.7016	0.5997	0.1006	0.0843	0.311	2.983	672.057	0.6794	63.08	high	0.971	25.58
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.4553	-4.0222	16.4073	true	true	informal_settlement	very_high	20,257.0772	0.5954	0.9511	2,617.8151	1.159	1.525	1.798	2.343	3.705	0.56	0.476	0.896	1.231	8.1	2,752,321	1,148,091	0.4171	436,945	90,291	0.7418	0.2338	0.8334	0.7304	0.6514	0.4342	3.207	0.7292	0.2035	0.0372	0.2838	13.3	0.1975	157.88	155,397,271	3.764	345,135,823.25	43,357,974.92	0.5217	0.6658	0.2438	12.4	0.0952	0.859	0.596	0.4697	0.0916	0.0809	0.3468	3.051	878.633	0.6122	66.47	high	1.007	23.63
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.45	-4.0284	0	true	true	informal_settlement	very_high	27,166.305	0.5742	0.8611	4,017.6281	1.168	1.536	1.753	2.493	3.293	0.606	0.515	0.969	1.332	9	4,665,694	1,896,050	0.4064	811,417	212,537	0.7299	0.2809	0.7795	0.6399	0.6154	0.5023	2.509	0.8373	0.309	0.1009	0.2142	9.9	0.2016	111.73	215,581,676.93	3.0804	891,979,462.38	89,884,057.91	0.5777	0.5567	0.2408	5.2	0.2855	0.8141	0.6772	0.4349	0.1335	0.1141	0.3797	2.323	1,093.402	0.542	64.01	high	1.06	23.92
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3812	-4.0418	15.5198	true	true	informal_settlement	very_high	33,701.3006	0.5562	0.7633	1,096.4274	1.169	1.63	1.502	2.256	3.531	0.573	0.487	0.916	1.26	6.5	1,436,439	645,170	0.4491	228,549	33,564	0.8205	0.2246	0.7159	0.7956	0.6979	0.5557	2.5	0.7156	0.2437	0.3062	0.3069	14.8	0.2519	129.04	54,744,993.7	2.5408	313,792,144.21	25,085,973.71	0.5429	0.6228	0.2977	18.2	0.1725	0.855	0.7895	0.4618	0.0923	0.1086	0.3397	4.789	831.013	0.5841	69.09	high	0.996	22.21
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3589	-4.0288	5.7541	true	true	informal_settlement	very_high	22,677.792	0.5726	0.8392	2,002.976	1.096	1.44	2.025	2.058	3.141	0.507	0.431	0.811	1.114	6.5	2,386,812	1,043,177	0.4371	394,935	109,164	0.7439	0.2507	0.7454	0.6478	0.7151	0.5275	3.016	0.7684	0.2378	0.0313	0.2745	14.1	0.2292	175.75	169,437,853.68	4.7326	385,848,343.57	72,274,832.87	0.5143	0.6769	0.2826	7.5	0.02	0.8407	0.7045	0.4703	0.095	0.1014	0.4101	3.761	1,075.938	0.626	65.09	high	1.041	24.09
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.4265	-4.0382	0	true	true	informal_settlement	very_high	27,807.2004	0.6137	0.9191	3,214.5181	1.284	1.453	1.424	2.353	3.128	0.646	0.549	1.034	1.422	7.2	3,497,446	1,501,841	0.4294	595,570	159,419	0.6948	0.2839	0.6669	0.6744	0.5737	0.5719	2.988	0.6894	0.2552	0.269	0.2403	12.6	0.2169	123.8	180,250,750.85	3.4359	804,474,748.59	88,780,996.3	0.5627	0.5717	0.2649	29.6	0.1026	0.8802	0.7644	0.5838	0.0635	0.077	0.389	2.891	1,247.914	0.7011	67.1	high	1.097	24.33
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3647	-4.0071	0	true	true	public_institutional	very_high	21,620.4935	0.4768	0.8662	1,656.8393	1	1.585	1.464	2.408	3.695	0.244	0.207	0.39	0.536	2.9	1,912,698	882,144	0.4612	313,582	61,411	0.6897	0.3129	0.5903	0.5553	0.5765	0.5149	3.598	0.6016	0.4809	0.0049	0.2171	11.4	0.1739	117.23	86,417,421.58	3.0121	145,686,319.07	23,515,986.94	0.2411	0.6605	0.4675	21.2	0.064	0.6986	0.5859	0.4263	0.1849	0.1944	0.3801	2.701	522.985	0.614	53.33	high	1.045	28.12
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.321	-3.969	0	true	true	formal_residential	very_high	17,591.2455	0.66	0.8387	1,932.7034	1.202	1.31	1.798	2.38	2.631	0.284	0.241	0.454	0.624	3.5	2,304,421	976,759	0.4239	368,841	97,432	0.6401	0.2957	0.4846	0.5812	0.5193	0.4201	3.095	0.6012	0.4333	0.1311	0.2871	16.6	0.2238	81.51	61,545,237.89	1.7805	273,389,167.04	29,802,316.7	0.3224	0.6025	0.4366	7.2	0.2177	0.7274	0.6579	0.4416	0.1893	0.1743	0.3303	3.038	771.185	0.5986	54.45	high	0.928	30.45
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.4101	-4.0038	7.4694	true	true	public_institutional	very_high	35,398.1705	0.5632	0.8491	3,404.8228	1.014	1.403	1.925	2.523	2.94	0.274	0.233	0.438	0.602	4	4,009,987	1,642,320	0.4096	727,712	93,114	0.6932	0.2487	0.604	0.6403	0.5503	0.4316	3.47	0.4921	0.3726	0.35	0.2453	12	0.1981	200.96	301,675,463.62	5.0154	246,689,878.21	112,182,185.01	0.2112	0.619	0.3942	34.9	0.0759	0.6162	0.5705	0.4717	0.2671	0.2651	0.2593	3.483	1,607.694	0.5067	54.19	high	0.953	28.92
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3645	-3.9385	1.0178	true	true	informal_settlement	very_high	35,879.3732	0.549	0.8362	3,376.6734	1.154	1.58	1.872	2.511	3.627	0.45	0.383	0.72	0.99	6.6	4,038,126	1,653,979	0.4096	725,511	175,459	0.7724	0.2519	0.7822	0.6302	0.7381	0.4048	3.16	0.7273	0.2455	0.0998	0.217	10.8	0.1939	158.67	236,537,664.08	3.9051	591,381,197.83	94,822,575.25	0.536	0.6778	0.2823	5.5	0.2222	0.834	0.6839	0.4708	0.1178	0.1168	0.3004	3.979	1,549.568	0.5767	64.43	high	1.026	21.82
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3309	-4.0125	3.9581	true	true	informal_settlement	very_high	31,156.4845	0.6633	0.9405	4,263.6864	1.295	1.701	1.553	2.431	3.359	0.515	0.437	0.823	1.132	4.6	4,533,657	2,140,279	0.4721	928,239	202,898	0.7094	0.2117	0.6869	0.6758	0.6471	0.5072	3.438	0.8927	0.2078	0.0482	0.2433	12	0.2112	124.79	248,846,345.39	3.6592	996,089,296.61	79,219,642.82	0.5027	0.6999	0.2999	46.8	0.1331	0.8977	0.7413	0.4829	0.0715	0.0655	0.4627	3.345	1,368.528	0.6662	66.77	high	1.016	21.9
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.295	-4.0564	27.7091	true	true	floodplain_agricultural	very_high	26,850.9536	0.6487	0.74	1,588.2848	1.307	1.198	1.716	2.365	2.945	0.178	0.151	0.285	0.392	2.5	2,146,330	939,876	0.4379	399,325	48,627	0.7235	0.299	0.6451	0.8113	0.5951	0.5504	3.701	0.373	0.6	0.0535	0.2774	11.7	0.2144	153.34	86,945,663.94	2.7006	132,896,818.62	27,481,857.66	0.1902	0.5833	0.3883	32.6	0.0609	0.7575	0.617	0.5058	0.1725	0.1491	0.2787	3.227	659.82	0.6403	51.34	high	1.055	27.56
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3888	-4.0639	0	true	true	industrial	very_high	27,841.4687	0.5662	0.8123	3,628.6835	1.068	1.378	1.486	2.516	3.09	0.381	0.324	0.61	0.839	2.1	4,467,084	1,881,029	0.4211	718,590	220,501	0.7078	0.2074	0.6766	0.6027	0.5946	0.397	3.181	0.9369	0.0807	0.0804	0.2797	11.6	0.2167	135.2	206,057,511.51	3.0752	630,368,353.33	82,755,275.12	0.4269	0.5555	0.3454	62.5	0.1724	0.7275	0.5906	0.4946	0.2101	0.1603	0.2886	3.484	1,500.059	0.5192	59.6	high	1.018	26.33
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3326	-4.0495	14.5068	true	true	wetland	very_high	28,416.6071	0.5847	0.7765	1,539.2651	1.032	1.597	1.558	2.472	3.622	0.178	0.151	0.284	0.391	2.1	1,982,277	842,500	0.425	392,421	58,989	0.7393	0.3328	0.8129	0.5893	0.594	0.5133	3.033	0.0903	0.6	0.1414	0.2594	14.4	0.2419	148.42	92,181,964.53	3.1002	125,156,959.03	36,032,626.88	0.1852	0.5328	0.448	25	0.1037	0.7249	0.6593	0.4297	0.1785	0.1792	0.3113	2.913	707.663	0.6116	50.6	high	0.933	28.12
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.4149	-3.9429	8.8279	true	true	informal_settlement	very_high	31,307.3191	0.6847	0.8074	2,670.6251	1.2	1.63	1.698	2.003	2.233	0.571	0.486	0.914	1.257	5.3	3,307,591	1,314,227	0.3973	600,779	130,494	0.6517	0.234	0.656	0.5217	0.5077	0.4531	3.36	0.8136	0.2777	0.0548	0.3101	12	0.2802	144.74	131,583,449.68	2.6522	612,556,236.12	43,335,391.42	0.5192	0.548	0.2779	12	0.044	0.8785	0.6256	0.5697	0.0983	0.0789	0.4442	3.369	1,190.544	0.5314	63.94	high	0.969	26.29
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.404	-4.0517	13.5742	true	true	informal_settlement	very_high	32,146.0476	0.6605	0.8151	2,346.1194	1.299	1.192	1.848	2.688	3.406	0.576	0.49	0.922	1.268	5.7	2,878,162	1,275,979	0.4433	587,847	72,251	0.6631	0.1813	0.6219	0.7164	0.5946	0.4502	2.843	0.7814	0.2724	0.0282	0.2974	11.2	0.2532	131.16	145,606,779.35	3.3727	394,991,099.57	41,972,605.55	0.5852	0.4828	0.2449	37.4	0.1299	0.7484	0.6647	0.4353	0.183	0.1546	0.2729	3.065	832.974	0.62	64.52	high	1.057	26.91
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.4044	-3.9038	7.3854	true	true	formal_residential	very_high	25,763.9448	0.6853	0.9169	3,693.2163	1.214	1.463	1.82	2.35	3.042	0.331	0.281	0.529	0.728	3.9	4,028,153	1,768,651	0.4391	782,848	91,463	0.6782	0.2468	0.7138	0.7396	0.5895	0.5435	2.479	0.6172	0.369	0.2264	0.308	13.3	0.2251	125.53	172,303,346.1	2.8517	477,633,520.92	55,701,655.28	0.2718	0.6207	0.4104	29.7	0.02	0.7519	0.6399	0.489	0.1927	0.1253	0.3007	3.685	1,312.505	0.5987	58.73	high	1.051	28.42
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3286	-3.9497	0	true	true	public_institutional	very_high	24,551.8636	0.5223	0.9186	3,844.9295	1.094	1.392	1.768	2.183	3.373	0.213	0.181	0.34	0.468	2.8	4,185,504	1,763,682	0.4214	631,952	141,421	0.7974	0.2496	0.7697	0.7694	0.6712	0.6202	2.455	0.5049	0.3943	0.0434	0.2863	17.1	0.2505	136.9	249,348,727.99	3.9716	483,805,873.17	100,066,955.93	0.255	0.6801	0.4996	33.4	0.0238	0.6437	0.4732	0.3955	0.2492	0.2224	0.3262	3.275	1,617.515	0.6428	55.68	high	0.965	27.02
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.2782	-3.9843	12.2959	true	true	green_space	very_high	27,626.4445	0.5106	0.8636	4,573.3182	1.05	1.711	2.142	2.199	3.77	0.094	0.08	0.151	0.207	1.1	5,295,758	2,202,734	0.4159	826,874	178,182	0.7027	0.2669	0.7821	0.6189	0.6266	0.4639	2.759	0.1892	0.6	0.0179	0.254	11.7	0.1526	137.31	277,546,349.86	3.4939	142,488,031.76	98,647,196.4	0.0961	0.5891	0.5705	18.2	0.1422	0.6405	0.5621	0.3803	0.2238	0.2518	0.1947	4.005	2,851.413	0.6022	50.93	high	0.949	28.91
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3844	-3.9015	0	true	true	mixed_use	very_high	26,319.0773	0.5361	0.8586	4,509.9674	1.311	1.318	1.907	2.431	3.559	0.351	0.298	0.562	0.772	2.9	5,252,888	2,248,961	0.4281	844,711	216,258	0.7456	0.2547	0.7855	0.7285	0.7396	0.5363	2.958	0.7538	0.2425	0.1546	0.2899	13.6	0.172	141.4	196,626,451.94	2.4955	696,070,979.97	81,877,692.68	0.3881	0.6679	0.3759	5.2	0.1719	0.7737	0.6743	0.4161	0.1593	0.1158	0.3577	3.77	1,608.63	0.5198	60.33	high	1.029	25.95
Abidjan	Cote d'Ivoire	West Africa	Abobo	historical_baseline	5.3211	-4.016	30.0158	true	true	wetland	very_high	25,813.1888	0.644	0.8697	4,002.2081	1.009	1.455	2.052	2.068	3.096	0.163	0.138	0.26	0.358	1.7	4,601,688	1,986,276	0.4316	805,424	172,299	0.7276	0.3339	0.6932	0.6957	0.6412	0.5062	3.303	0.0835	0.6	0.057	0.2991	14.4	0.2571	138.73	261,366,272.43	3.7865	259,573,741.52	121,991,661.12	0.1631	0.5202	0.5145	18.9	0.066	0.7141	0.5969	0.4456	0.1876	0.1884	0.3893	3.412	1,227.085	0.5889	52.34	high	1.096	29.85
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.3689	-3.9596	7.838	true	true	informal_settlement	very_high	24,471.7228	0.4668	0.8769	1,244.6392	1.219	1.614	1.577	2.006	3.053	0.591	0.503	0.946	1.301	5.7	1,419,386	606,112	0.427	247,669	61,064	0.6904	0.269	0.6936	0.6719	0.6538	0.5584	2.934	0.8282	0.2384	0.0072	0.2485	11.5	0.2108	165.48	89,428,498.13	4.2003	336,761,894.75	20,927,933.63	0.5965	0.4393	0.221	51.2	0.1859	0.7437	0.6604	0.5023	0.1749	0.1528	0.2997	2.843	445.523	0.5393	64.58	high	0.985	27.04
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.3395	-3.9667	19.0723	true	true	mixed_use	very_high	26,314.5265	0.5725	0.9069	4,266.3723	1.391	1.579	1.715	2.533	3.646	0.373	0.317	0.597	0.821	3.5	4,704,373	2,055,190	0.4369	793,338	216,708	0.6796	0.2508	0.7591	0.5317	0.5455	0.4278	3.246	0.7149	0.2581	0.0215	0.2907	11.6	0.2309	133.88	271,222,199.73	3.8435	713,834,113.61	77,505,080.41	0.3923	0.499	0.3809	40.6	0.1532	0.7957	0.6531	0.4646	0.1332	0.143	0.3671	3.488	1,845.561	0.5924	60.53	high	1.077	27.09
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.434	-4.0443	0	true	true	transport_corridor	very_high	30,557.9908	0.6096	0.7907	3,339.9057	1.115	1.657	1.776	2.387	3.248	0.327	0.278	0.522	0.718	4.7	4,223,920	1,818,529	0.4305	725,592	174,229	0.7241	0.2607	0.8089	0.4703	0.6461	0.4837	2.862	0.9195	0.0497	0.1561	0.2659	13.6	0.1964	142.99	211,525,369.58	3.3385	568,688,532.07	91,089,110.88	0.3542	0.5659	0.4484	39.1	0.1931	0.6531	0.6058	0.319	0.2266	0.2365	0.2115	3.276	1,586.573	0.5828	56.25	high	0.956	28.33
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.3466	-4.018	10.3988	true	true	industrial	very_high	21,065.3127	0.5679	0.9813	4,439.4442	1.195	1.386	1.909	1.998	3.029	0.414	0.352	0.663	0.911	3.2	4,523,878	1,887,897	0.4173	868,354	209,078	0.6598	0.2233	0.7247	0.6733	0.6576	0.4944	3.315	0.98	0.0899	0.2553	0.232	10.8	0.2239	127.88	200,552,386.94	2.9555	536,210,286.85	69,747,857.24	0.3414	0.5622	0.325	7.9	0.0811	0.7602	0.6134	0.4858	0.179	0.1689	0.3275	3.507	1,317.239	0.5913	61.46	high	0.992	25.84
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.4382	-3.9947	3.2628	true	true	transport_corridor	very_high	26,809.4409	0.4585	0.7869	2,079.6365	1.382	1.694	1.756	2.352	3.304	0.341	0.29	0.545	0.75	3.8	2,642,805	1,207,591	0.4569	543,779	72,530	0.7133	0.2501	0.6987	0.6989	0.6702	0.5902	2.333	0.8117	0.0471	0.0267	0.2368	13.6	0.1258	129.9	151,207,193.88	3.8143	273,281,413.67	57,365,192.1	0.3368	0.5302	0.3522	23.6	0.1926	0.7628	0.5839	0.4219	0.1684	0.1527	0.3077	3.873	1,102.166	0.4843	58.75	high	0.944	25.27
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.3913	-4.0034	1.1272	true	true	public_institutional	very_high	28,241.8628	0.4835	0.8896	2,378.8209	1.278	1.352	1.731	2.217	3.463	0.241	0.205	0.385	0.53	2.6	2,674,011	1,085,649	0.406	474,065	91,666	0.6828	0.2671	0.632	0.5746	0.5754	0.2731	3.283	0.5365	0.4084	0.0114	0.3112	17.2	0.2392	152.51	181,349,462.26	4.5213	180,185,565.39	63,265,691.53	0.2238	0.5773	0.5018	7.8	0.1115	0.7033	0.6475	0.4438	0.2355	0.1973	0.2722	3.71	810.883	0.6088	55.06	high	0.975	29.88
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.347	-3.9387	11.4621	true	true	informal_settlement	very_high	26,640.6721	0.5505	0.8442	3,039.294	1.016	1.706	1.494	2.288	2.617	0.549	0.466	0.878	1.207	8.5	3,600,195	1,603,811	0.4455	658,496	80,896	0.6611	0.2422	0.7288	0.6501	0.581	0.4399	3.164	0.7527	0.2521	0.0866	0.2762	11.7	0.2154	120.61	152,315,576.91	2.8205	854,812,813.5	41,296,361.85	0.5445	0.4542	0.2521	20.1	0.1679	0.8927	0.775	0.5365	0.0672	0.0757	0.3623	2.565	887.584	0.5751	63.55	high	1.04	24.96
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.3195	-3.9799	15.1098	true	true	green_space	very_high	26,860.0044	0.5926	0.8133	3,696.3317	1.181	1.574	1.666	2.454	3.316	0.086	0.073	0.138	0.19	1	4,544,778	1,945,408	0.4281	862,843	167,668	0.7465	0.2537	0.776	0.5202	0.6415	0.4722	3.485	0.222	0.6	0.0145	0.2597	13	0.2282	178.29	301,046,375.85	4.416	154,332,114.6	84,046,160.19	0.0909	0.5869	0.676	57.6	0.3452	0.6462	0.551	0.3728	0.2546	0.252	0.3001	3.504	1,526.354	0.527	49.85	medium	1.124	27.55
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.3365	-3.9996	2.3315	true	true	industrial	very_high	18,188.1063	0.5498	0.7634	2,435.7535	1.208	1.198	1.809	2.687	3.577	0.358	0.305	0.574	0.789	3.6	3,190,618	1,249,660	0.3917	494,467	131,030	0.7032	0.2652	0.7086	0.6453	0.5227	0.3957	2.265	0.8964	0.1128	0.1268	0.2946	16.2	0.2558	148.1	118,800,077.95	2.4823	374,457,445.04	38,089,811.56	0.3681	0.5138	0.3126	30.9	0.2568	0.6387	0.5023	0.3604	0.2428	0.2011	0.2032	2.965	1,149.472	0.5206	55	high	1.021	30.11
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.3611	-3.9891	0.3155	true	true	informal_settlement	very_high	20,401.769	0.5179	0.8082	2,987.9217	1.111	1.539	1.835	2.689	2.412	0.518	0.44	0.828	1.139	5.4	3,696,885	1,617,528	0.4375	621,993	84,904	0.6731	0.2604	0.7832	0.6491	0.6141	0.4727	2.65	0.7181	0.2515	0.0072	0.2707	10.8	0.2113	111.07	135,517,415.21	2.4438	527,974,624.39	31,161,444.54	0.5425	0.6032	0.321	30.3	0.2332	0.9722	0.7471	0.6382	0.05	0.05	0.4123	3.325	1,135.061	0.6028	64.37	high	0.944	23.36
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.4423	-4.0469	6.7707	true	true	informal_settlement	very_high	27,982.589	0.5592	0.856	1,455.6587	1.144	1.506	1.447	2.663	3.099	0.584	0.497	0.935	1.286	7.1	1,700,630	724,050	0.4258	280,150	54,965	0.6949	0.2384	0.7527	0.6192	0.7081	0.4807	2.744	0.7559	0.2228	0.0598	0.3044	14.5	0.2685	181.32	122,935,051.17	4.8192	266,250,412.92	43,522,599.24	0.5691	0.6197	0.281	10.5	0.1982	0.8502	0.6878	0.5462	0.0996	0.0807	0.4106	3.038	412.459	0.625	65.44	high	0.919	25.72
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.4131	-4.0907	14.0045	true	true	formal_residential	very_high	27,289.3003	0.4763	0.8601	3,982.1335	1.113	1.181	1.975	2.43	2.705	0.252	0.214	0.403	0.555	3.4	4,629,986	2,177,281	0.4703	943,347	175,336	0.7106	0.2353	0.6884	0.6997	0.6233	0.6114	3.172	0.6576	0.3086	0.1853	0.2445	14	0.1861	142.67	306,473,689.86	4.4129	431,777,794.74	76,569,455.46	0.2879	0.548	0.4437	18.1	0.0684	0.7482	0.6521	0.4734	0.1691	0.1896	0.3261	3.076	1,590.227	0.6143	56.19	high	1.047	25.49
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.35	-4.0257	0	true	true	public_institutional	very_high	29,397.8177	0.4955	1.1132	2,696.9684	0.867	1.463	1.737	2.271	2.183	0.238	0.202	0.38	0.523	3.7	2,422,780	1,059,424	0.4373	378,736	92,536	0.6867	0.3275	0.6957	0.454	0.6281	0.5534	2.987	0.5854	0.5384	0.0147	0.24	13.3	0.223	152.33	202,174,553.98	5.5632	189,905,863.34	52,087,595.77	0.2393	0.6246	0.5554	13.9	0.1464	0.6966	0.6653	0.3907	0.2351	0.2234	0.3324	3.39	823.196	0.4614	57.72	high	0.935	29.29
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.4059	-3.948	16.0094	true	true	informal_settlement	very_high	26,775.0695	0.472	0.8213	2,963.5338	1.087	1.356	1.807	1.939	3.243	0.516	0.438	0.825	1.135	6.1	3,608,455	1,485,344	0.4116	613,021	139,016	0.689	0.2727	0.6469	0.5196	0.6833	0.4912	3.491	0.7352	0.1956	0.062	0.2673	12.8	0.2467	175.97	225,465,921.63	4.1655	693,058,286.82	71,648,710.99	0.5425	0.5243	0.2871	33	0.1228	0.8444	0.74	0.4502	0.0929	0.115	0.4215	2.966	1,097.999	0.5354	62.46	high	0.99	25.72
Abidjan	Cote d'Ivoire	West Africa	Adjamé	historical_baseline	5.4138	-4.0164	4.3194	true	true	informal_settlement	very_high	26,417.7356	0.5531	0.8581	2,428.4201	1.045	1.521	1.94	2.725	2.994	0.53	0.451	0.849	1.167	4	2,829,918	1,300,043	0.4594	616,085	100,889	0.7222	0.2298	0.7097	0.517	0.7439	0.6195	3.296	0.6811	0.2422	0.0178	0.2183	10.5	0.1271	168.95	194,103,706.52	4.5727	539,052,258.52	94,365,879.54	0.5	0.4522	0.3197	13.8	0.083	0.8304	0.7411	0.3663	0.1136	0.1041	0.2967	3.426	907.108	0.7328	65.24	high	0.984	22.63

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African Flood Risk Urban Mapping | Africa (Electric Sheep Africa metadata inventory)

Size category: 10K<n<100K - Formats: csv - Sector: climate_environment - Engineered by Electric Sheep Africa

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.

Dataset context from the existing Hugging Face card: African Flood Risk Urban Mapping Overview A comprehensive flood risk dataset covering 18 major African cities across 216 districts/wards with 3 climate and infrastructure scenarios, totaling 23,148 records with 67 features. Designed for reinsurers, urban planners, climate researchers, and disaster risk management professionals. Cities Covered City Country Region Population Coastal Riverine Lagos Nigeria West Africa 15.4M Yes Yes Cairo Egypt North… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-disaster-risk-all.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-disaster-risk-all`
Sector	climate_environment
Topic tags	flood-risk, urban-planning, climate-change, disaster-risk, reinsurance, infrastructure, climate-adaptation
Modalities	`tabular`, `text`
Formats	`csv`
Size category	`10K<n<100K`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2026-04-03 02:32:44+00:00`
Inventory snapshot	`2026-07-16T16:00:34Z`

How To Read This Dataset

Start from the repository files and the dataset viewer when available.
Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
Preserve missing values until you have a defensible imputation rule.

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-disaster-risk-all")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
Exact schema, row counts, and source files should be inspected in the repository data files.
Metadata gaps from the inventory: country, upstream_publisher.
Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Source context: Electric Sheep Africa metadata inventory
Publisher/source attribution: Public dataset metadata
License: CC BY 4.0
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-disaster-risk-all
Inventory retrieved at: 2026-07-16T16:00:34Z

Suggested Analyses

Inspect schema and missingness before modeling.
Profile variables by geography, time, and subgroup columns where present.
Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation

@misc{electric_sheep_africa_africa_disaster_risk_all_2026,
  title        = {African Flood Risk Urban Mapping | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-disaster-risk-all},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-disaster-risk-all}}
}

License

Released under CC BY 4.0.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.

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