Split (1)

train · 15k rows

infrastructure_id stringlengths 8 8	country stringclasses 14 values	year int64 2.02k 2.03k	location stringclasses 3 values	infrastructure_type stringclasses 8 values	installation_year int64 1.99k 2.02k	years_since_installation int64 1 35	management_model stringclasses 6 values	functionality_status stringclasses 3 values	breakdown_frequency_year int64 0 7	last_breakdown_days_ago int64 0 364	repair_time_days int64 0 89	maintenance_needs stringclasses 9 values	spare_parts_available_locally bool 2 classes	technician_available_within_50km bool 2 classes	annual_maintenance_cost_usd float64 20 3k	last_maintenance_days_ago int64 0 729	has_maintenance_fund bool 2 classes	users_per_system int64 50 10k	water_fee_charged bool 2 classes	fee_collection_rate float64 0 0.95	sustainability_score float64 0 1
WI000401	Malawi	2,025	rural	borehole_motorized	2,011	14	community_management	non_functional	4	244	52	system_overhaul	false	false	212	205	true	1,582	false	0	0.25
WI000402	Malawi	2,020	peri_urban	borehole_motorized	2,017	3	municipal_utility	functional	3	24	0	routine_maintenance	true	true	1,090	160	false	2,179	false	0	0.7
WI000403	Ghana	2,020	peri_urban	borehole_motorized	2,011	9	municipal_utility	functional	3	81	0	none	false	true	289	41	false	932	true	0.35	0.55
WI000404	Tanzania	2,022	rural	protected_spring	2,004	18	community_management	non_functional	2	147	36	major_repair	false	false	95	682	true	179	true	0.93	0.3
WI000405	Ghana	2,019	peri_urban	handpump_afridev	2,003	16	water_users_association	non_functional	3	234	33	major_repair	true	true	134	137	true	252	false	0	0.45
WI000406	Nigeria	2,018	peri_urban	rainwater_harvesting	1,998	20	community_management	non_functional	2	10	77	motor_replacement	false	false	54	132	false	8,122	false	0	0
WI000407	Uganda	2,024	rural	handpump_india_mark	2,009	15	community_management	functional	0	57	0	routine_maintenance	false	false	139	83	false	131	false	0	0.3
WI000408	DRC	2,021	rural	protected_spring	1,992	29	municipal_utility	non_functional	2	339	27	motor_replacement	true	true	106	369	false	176	true	0.79	0.45
WI000409	Mozambique	2,018	urban	piped_system_pumped	2,017	1	water_users_association	non_functional	7	70	29	major_repair	true	true	1,055	607	false	7,490	true	0.8	0.55
WI000410	DRC	2,020	rural	protected_spring	2,004	16	water_users_association	non_functional	3	250	45	system_overhaul	false	false	91	702	true	221	true	0.89	0.3
WI000411	Senegal	2,024	urban	borehole_motorized	2,019	5	government_managed	partially_functional	5	65	29	spare_parts	false	true	852	211	true	2,276	false	0	0.4
WI000412	Zambia	2,025	rural	borehole_motorized	2,015	10	community_management	non_functional	3	254	57	pump_replacement	false	true	735	689	true	566	false	0	0.4
WI000413	Senegal	2,023	peri_urban	rainwater_harvesting	1,992	31	community_management	non_functional	3	194	37	major_repair	true	true	89	573	false	1,494	false	0	0.3
WI000414	Tanzania	2,024	urban	piped_system_gravity	2,006	18	community_management	partially_functional	3	110	34	minor_repair	true	true	1,459	439	false	7,168	true	0.59	0.45
WI000415	Tanzania	2,018	rural	protected_spring	2,001	17	government_managed	partially_functional	1	165	31	spare_parts	false	true	37	445	true	214	true	0.6	0.45
WI000416	Tanzania	2,018	peri_urban	borehole_motorized	2,006	12	private_operator	partially_functional	3	47	17	routine_maintenance	true	true	466	284	true	1,013	false	0	0.55
WI000417	Mali	2,022	urban	borehole_motorized	2,021	1	private_operator	partially_functional	2	156	4	spare_parts	true	true	1,386	425	false	2,954	false	0	0.4
WI000418	Uganda	2,024	urban	piped_system_pumped	1,998	26	municipal_utility	functional	3	38	0	preventive_maintenance	true	true	2,353	266	false	2,654	false	0	0.6
WI000419	Nigeria	2,019	urban	borehole_motorized	2,003	16	water_users_association	functional	1	60	0	none	true	true	1,057	14	false	1,554	false	0	0.6
WI000420	Rwanda	2,024	rural	handpump_afridev	1,995	29	community_management	functional	0	70	0	none	false	false	274	244	false	492	true	0.63	0.45
WI000421	Senegal	2,018	peri_urban	borehole_motorized	1,991	27	community_management	functional	2	24	0	routine_maintenance	true	false	786	113	true	1,408	false	0	0.6
WI000422	Kenya	2,025	rural	borehole_motorized	1,999	26	government_managed	functional	3	15	0	none	true	false	1,428	309	false	1,317	false	0	0.45
WI000423	Niger	2,018	urban	piped_system_gravity	2,017	1	government_managed	functional	0	56	0	routine_maintenance	false	false	622	183	false	2,483	false	0	0.4
WI000424	Senegal	2,022	rural	handpump_afridev	2,018	4	community_management	partially_functional	2	29	76	spare_parts	false	false	129	579	false	176	false	0	0.1
WI000425	Rwanda	2,022	rural	handpump_afridev	1,995	27	municipal_utility	non_functional	2	219	20	motor_replacement	false	false	53	448	true	115	true	0.95	0.3
WI000426	Niger	2,024	rural	borehole_motorized	1,992	32	private_operator	functional	0	63	0	preventive_maintenance	false	false	263	337	true	2,151	true	0.77	0.6
WI000427	Zambia	2,021	rural	protected_well	2,003	18	community_management	non_functional	1	51	65	motor_replacement	true	false	129	152	true	168	true	0.64	0.45
WI000428	Kenya	2,019	rural	handpump_afridev	2,003	16	community_management	non_functional	4	192	64	major_repair	true	true	53	41	true	378	false	0	0.45
WI000429	Tanzania	2,021	rural	handpump_india_mark	2,015	6	water_users_association	non_functional	1	219	23	motor_replacement	false	false	243	606	false	121	true	0.32	0.1
WI000430	Senegal	2,022	peri_urban	piped_system_pumped	2,016	6	water_users_association	functional	3	42	0	routine_maintenance	false	false	1,937	158	true	7,171	true	0.49	0.55
WI000431	Kenya	2,019	rural	handpump_afridev	2,005	14	community_management	functional	0	30	0	none	false	false	223	269	false	117	false	0	0.4
WI000432	Senegal	2,019	rural	handpump_india_mark	1,993	26	water_users_association	functional	2	11	0	routine_maintenance	false	false	63	165	false	350	true	0.92	0.45
WI000433	Uganda	2,024	rural	borehole_motorized	2,005	19	community_management	partially_functional	4	12	58	minor_repair	false	true	1,330	322	false	2,528	false	0	0.15
WI000434	Uganda	2,021	urban	piped_system_pumped	2,001	20	municipal_utility	partially_functional	3	169	16	routine_maintenance	false	true	746	638	false	1,208	false	0	0.15
WI000435	Zambia	2,019	peri_urban	piped_system_gravity	1,999	20	municipal_utility	functional	0	79	0	preventive_maintenance	false	false	1,107	355	true	1,512	true	0.91	0.6
WI000436	Niger	2,020	peri_urban	handpump_afridev	2,021	1	water_users_association	functional	0	11	0	routine_maintenance	true	false	63	247	true	415	true	0.8	0.85
WI000437	Ghana	2,025	rural	borehole_motorized	2,023	2	private_operator	functional	3	66	0	preventive_maintenance	true	false	928	81	true	2,759	true	0.69	0.85
WI000438	Nigeria	2,024	peri_urban	rainwater_harvesting	1,991	33	water_users_association	non_functional	3	50	38	pump_replacement	false	false	59	388	true	3,038	false	0	0.15
WI000439	Ghana	2,019	peri_urban	piped_system_pumped	2,006	13	community_management	partially_functional	3	113	87	spare_parts	false	false	1,943	50	false	2,213	false	0	0.1
WI000440	Malawi	2,019	peri_urban	handpump_afridev	2,002	17	community_management	non_functional	2	213	36	major_repair	false	true	96	550	true	131	false	0	0.3
WI000441	Rwanda	2,025	rural	handpump_afridev	2,018	7	private_operator	non_functional	5	126	4	pump_replacement	true	false	81	444	true	429	false	0	0.4
WI000442	Ghana	2,025	rural	borehole_motorized	2,015	10	community_management	functional	3	18	0	none	true	false	529	352	false	2,875	false	0	0.55
WI000443	Uganda	2,020	urban	piped_system_gravity	1,994	26	community_management	partially_functional	3	125	69	routine_maintenance	true	true	1,125	607	true	7,526	true	0.5	0.45
WI000444	Uganda	2,023	urban	piped_system_gravity	2,008	15	government_managed	partially_functional	2	138	50	spare_parts	false	true	1,086	77	true	6,518	true	0.68	0.45
WI000445	Ghana	2,025	urban	piped_system_gravity	1,999	26	private_operator	functional	1	19	0	none	true	true	1,393	310	false	2,787	true	0.62	0.75
WI000446	Mali	2,020	urban	piped_system_gravity	2,013	7	private_operator	functional	0	65	0	preventive_maintenance	false	false	1,971	283	false	7,653	true	0.75	0.55
WI000447	Mali	2,019	peri_urban	handpump_afridev	2,020	1	government_managed	functional	0	85	0	preventive_maintenance	false	false	116	164	true	252	false	0	0.55
WI000448	Rwanda	2,021	rural	handpump_afridev	2,019	2	government_managed	functional	0	19	0	preventive_maintenance	false	false	110	195	true	475	true	0.61	0.7
WI000449	Tanzania	2,025	rural	protected_spring	2,000	25	community_management	functional	0	48	0	routine_maintenance	false	true	114	111	false	98	false	0	0.45
WI000450	Mali	2,023	urban	piped_system_pumped	2,005	18	community_management	partially_functional	5	9	32	minor_repair	false	true	1,174	242	false	3,581	false	0	0.15
WI000451	Niger	2,019	peri_urban	borehole_motorized	1,990	29	water_users_association	functional	3	18	0	none	false	true	944	223	true	1,200	true	0.33	0.6
WI000452	Malawi	2,021	urban	piped_system_gravity	2,021	1	government_managed	functional	1	56	0	preventive_maintenance	true	true	893	8	false	3,627	false	0	0.7
WI000453	Senegal	2,018	rural	protected_spring	2,022	1	community_management	functional	0	53	0	preventive_maintenance	false	true	99	179	false	103	true	0.93	0.7
WI000454	Ghana	2,020	urban	piped_system_pumped	1,999	21	water_users_association	functional	2	55	0	preventive_maintenance	true	true	2,230	34	true	3,600	false	0	0.75
WI000455	DRC	2,025	rural	handpump_afridev	2,009	16	community_management	non_functional	3	78	52	motor_replacement	false	false	273	280	false	178	false	0	0
WI000456	Rwanda	2,018	rural	handpump_afridev	2,007	11	private_operator	functional	2	10	0	routine_maintenance	true	false	87	280	false	374	true	0.89	0.7
WI000457	DRC	2,019	rural	handpump_india_mark	2,002	17	municipal_utility	partially_functional	4	101	17	minor_repair	false	true	283	452	false	167	false	0	0.15
WI000458	Ethiopia	2,024	rural	handpump_afridev	1,998	26	community_management	non_functional	4	149	70	system_overhaul	false	false	175	534	false	308	true	0.5	0
WI000459	Nigeria	2,025	rural	protected_well	2,011	14	water_users_association	functional	1	42	0	routine_maintenance	false	true	57	29	true	112	true	0.45	0.7
WI000460	Rwanda	2,023	urban	piped_system_gravity	2,011	12	private_operator	non_functional	3	180	18	major_repair	false	true	1,350	504	false	1,279	true	0.78	0.4
WI000461	Malawi	2,018	urban	piped_system_gravity	2,019	1	private_operator	partially_functional	1	120	28	minor_repair	true	true	1,947	350	true	2,287	true	0.78	0.7
WI000462	Uganda	2,020	peri_urban	handpump_afridev	1,995	25	community_management	functional	2	36	0	none	false	true	159	175	false	466	false	0	0.45
WI000463	Ethiopia	2,023	rural	protected_spring	2,023	1	community_management	functional	0	41	0	routine_maintenance	false	false	62	212	false	258	false	0	0.4
WI000464	Tanzania	2,024	peri_urban	borehole_motorized	2,005	19	community_management	functional	0	87	0	routine_maintenance	true	true	1,125	339	false	2,835	false	0	0.6
WI000465	Rwanda	2,018	urban	piped_system_pumped	2,001	17	community_management	partially_functional	7	83	67	minor_repair	true	true	702	726	true	1,849	false	0	0.45
WI000466	Mali	2,023	rural	handpump_india_mark	2,008	15	community_management	non_functional	1	233	27	major_repair	true	false	284	670	false	449	false	0	0.15
WI000467	Kenya	2,023	rural	handpump_afridev	2,008	15	ngo_managed	partially_functional	5	105	14	spare_parts	false	true	64	676	true	288	false	0	0.3
WI000468	Ghana	2,021	rural	protected_spring	2,021	1	ngo_managed	functional	1	13	0	none	false	false	133	149	true	171	false	0	0.55
WI000469	Malawi	2,022	rural	protected_spring	1,993	29	community_management	non_functional	1	109	43	motor_replacement	true	false	33	99	false	135	false	0	0.15
WI000470	Nigeria	2,021	rural	handpump_afridev	1,993	28	ngo_managed	functional	0	49	0	preventive_maintenance	false	false	268	178	true	447	false	0	0.45
WI000471	Ghana	2,021	rural	protected_well	2,019	2	government_managed	functional	1	70	0	routine_maintenance	false	false	71	2	true	96	false	0	0.55
WI000472	Ethiopia	2,018	rural	handpump_india_mark	2,009	9	ngo_managed	partially_functional	3	127	31	routine_maintenance	false	true	253	449	false	386	false	0	0.25
WI000473	Nigeria	2,025	peri_urban	piped_system_pumped	1,994	31	community_management	non_functional	2	250	60	major_repair	true	false	2,729	315	false	2,495	false	0	0.15
WI000474	Ethiopia	2,024	rural	handpump_afridev	1,999	25	water_users_association	non_functional	3	103	51	major_repair	false	false	188	56	false	130	true	0.65	0.15
WI000475	Tanzania	2,022	urban	piped_system_gravity	1,996	26	community_management	non_functional	3	122	39	major_repair	true	true	1,580	387	true	5,510	true	0.47	0.45
WI000476	Uganda	2,018	urban	borehole_motorized	2,014	4	community_management	partially_functional	5	97	28	routine_maintenance	false	false	1,149	255	true	1,734	false	0	0.25
WI000477	Rwanda	2,021	rural	borehole_motorized	2,003	18	community_management	partially_functional	7	92	65	minor_repair	false	false	214	548	true	1,849	false	0	0.15
WI000478	Malawi	2,019	urban	borehole_motorized	1,996	23	water_users_association	functional	3	23	0	preventive_maintenance	true	true	317	292	true	2,136	false	0	0.75
WI000479	Zambia	2,025	rural	protected_well	2,018	7	water_users_association	functional	1	48	0	routine_maintenance	true	true	85	94	false	103	true	0.83	0.85
WI000480	Ghana	2,021	rural	protected_spring	1,997	24	municipal_utility	partially_functional	1	113	9	routine_maintenance	false	true	64	668	true	198	true	0.34	0.3
WI000481	Ethiopia	2,023	rural	borehole_motorized	2,020	3	community_management	partially_functional	6	94	18	spare_parts	true	true	915	317	false	1,462	true	0.43	0.4
WI000482	Mozambique	2,024	urban	piped_system_pumped	2,009	15	municipal_utility	non_functional	7	210	14	system_overhaul	true	true	2,910	264	true	6,995	true	0.7	0.6
WI000483	Malawi	2,024	rural	borehole_motorized	2,023	1	community_management	functional	0	2	0	preventive_maintenance	false	true	671	124	false	2,261	false	0	0.55
WI000484	Malawi	2,025	rural	handpump_afridev	2,022	3	community_management	functional	2	16	0	none	true	false	183	185	true	393	true	0.94	0.85
WI000485	Mali	2,022	rural	handpump_afridev	1,994	28	government_managed	partially_functional	4	87	28	minor_repair	true	false	219	375	true	330	false	0	0.3
WI000486	Ghana	2,025	rural	handpump_afridev	2,020	5	water_users_association	functional	0	22	0	routine_maintenance	true	false	259	22	true	307	true	0.34	0.7
WI000487	Tanzania	2,024	peri_urban	piped_system_pumped	2,022	2	water_users_association	non_functional	3	45	11	pump_replacement	true	true	1,280	624	true	9,060	true	0.86	0.7
WI000488	Kenya	2,023	urban	piped_system_pumped	2,013	10	water_users_association	functional	0	25	0	routine_maintenance	true	true	2,655	30	false	3,216	true	0.44	0.7
WI000489	Ghana	2,020	rural	handpump_afridev	2,015	5	community_management	functional	1	61	0	none	false	true	152	199	true	304	false	0	0.7
WI000490	Mali	2,025	urban	piped_system_gravity	2,023	2	water_users_association	non_functional	1	347	29	pump_replacement	false	true	2,625	546	true	5,493	false	0	0.4
WI000491	Uganda	2,022	rural	handpump_india_mark	2,005	17	water_users_association	non_functional	3	309	24	pump_replacement	false	true	163	358	false	230	true	0.39	0.15
WI000492	Malawi	2,024	rural	borehole_motorized	1,992	32	community_management	non_functional	2	10	29	pump_replacement	false	false	1,052	597	true	2,741	false	0	0.15
WI000493	Kenya	2,024	rural	protected_spring	2,002	22	community_management	non_functional	2	271	17	motor_replacement	false	false	111	161	false	229	false	0	0
WI000494	Ghana	2,021	rural	borehole_motorized	1,998	23	municipal_utility	non_functional	6	114	4	major_repair	false	false	904	133	false	2,180	true	0.45	0
WI000495	Tanzania	2,020	peri_urban	piped_system_gravity	2,009	11	municipal_utility	functional	0	1	0	none	true	true	1,998	262	true	3,985	true	0.83	1
WI000496	Ghana	2,020	rural	handpump_afridev	2,006	14	municipal_utility	non_functional	4	183	19	major_repair	false	false	116	373	false	439	true	0.58	0.25
WI000497	DRC	2,018	rural	handpump_afridev	2,001	17	municipal_utility	non_functional	3	33	27	major_repair	true	false	259	292	false	349	true	0.94	0.3
WI000498	Niger	2,022	peri_urban	piped_system_pumped	2,020	2	community_management	partially_functional	2	93	28	spare_parts	true	true	1,522	691	false	8,305	false	0	0.4
WI000499	Kenya	2,020	rural	handpump_afridev	1,991	29	water_users_association	functional	2	18	0	none	true	false	98	324	false	437	true	0.51	0.6
WI000500	Zambia	2,022	rural	handpump_india_mark	1,993	29	water_users_association	non_functional	3	266	11	motor_replacement	false	true	50	620	false	131	false	0	0.15

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.