Split (1)

train · 15k rows

household_id stringlengths 8 8	country stringclasses 14 values	year int64 2.02k 2.03k	location stringclasses 2 values	wealth_quintile stringclasses 5 values	wealth_numeric int64 1 5	household_size int64 3 11	gender_head stringclasses 2 values	water_service_level stringclasses 5 values	sanitation_service_level stringclasses 5 values	primary_water_collector stringclasses 6 values	time_water_collection_minutes float64 0 179	rounds_per_day int64 0 4	total_collection_time_minutes float64 0 716	time_poverty bool 2 classes	education_impact_children stringclasses 4 values	disability_in_household bool 2 classes	facility_accessible_disability bool 2 classes	dignity_concerns_reported bool 2 classes	safety_concerns_night bool 2 classes	wait_time_shared_facility_minutes int64 0 29	water_equity_gap_percentage float64 0 56	sanitation_equity_gap_percentage float64 0 74	compound_inequality bool 2 classes	progress_towards_universal_access float64 30 77.5
HH000001	Rwanda	2,020	urban	richer	4	5	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	8	11	false	69
HH000002	Uganda	2,022	urban	poorest	1	7	male	limited	unimproved	girl_child	24	4	96	false	misses_school	false	false	false	false	0	28	45	false	42
HH000003	Mali	2,021	rural	middle	3	6	female	unimproved	safely_managed	adult_woman	102	3	306	true	none	false	false	false	false	0	37	51	false	54.5
HH000004	Ghana	2,018	rural	middle	3	10	male	surface_water	basic	adult_woman	118	4	472	true	none	false	true	false	false	0	33	52	false	49
HH000005	Rwanda	2,023	urban	middle	3	8	male	surface_water	safely_managed	adult_woman	83	3	249	true	none	false	false	false	false	0	20	22	false	66.5
HH000006	Ethiopia	2,024	urban	middle	3	5	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	20	32	false	56
HH000007	Uganda	2,025	rural	poorest	1	9	male	unimproved	unimproved	adult_woman	55	3	165	true	none	false	false	false	false	0	53	68	true	44.5
HH000008	Mozambique	2,024	rural	middle	3	5	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	5	26	36	true	55
HH000009	Zambia	2,020	urban	poorer	2	11	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	21	31	35	false	46
HH000010	Nigeria	2,019	rural	poorer	2	4	male	limited	limited	adult_woman	19	4	76	true	none	false	false	false	false	10	46	47	false	37.5
HH000011	Mozambique	2,019	rural	middle	3	7	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	27	38	false	44.5
HH000012	DRC	2,024	rural	richest	5	9	male	limited	open_defecation	adult_woman	28	1	28	false	none	false	false	false	false	0	16	19	true	56
HH000013	Kenya	2,023	rural	poorer	2	4	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	38	64	true	49.5
HH000014	Nigeria	2,022	rural	richest	5	4	male	surface_water	open_defecation	girl_child	122	1	122	true	misses_school	false	false	false	true	0	17	33	false	55
HH000015	Uganda	2,025	rural	middle	3	7	female	surface_water	safely_managed	adult_woman	148	4	592	true	none	false	true	false	false	0	38	51	true	43.5
HH000016	Tanzania	2,021	rural	poorer	2	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	48	45	false	39.5
HH000017	Ethiopia	2,025	rural	richer	4	5	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	12	19	41	true	48.5
HH000018	Rwanda	2,021	urban	richer	4	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	16	15	false	68.5
HH000019	Niger	2,023	urban	richest	5	7	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	0	0	false	62.5
HH000020	Senegal	2,018	urban	middle	3	7	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	18	30	false	54
HH000021	Malawi	2,020	rural	richer	4	6	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	29	43	false	51
HH000022	Mozambique	2,021	rural	richest	5	11	male	limited	limited	girl_child	39	3	117	false	late_for_school	false	false	false	false	5	12	31	false	58.5
HH000023	Ethiopia	2,019	urban	poorest	1	4	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	29	45	false	46.5
HH000024	Ethiopia	2,023	rural	richer	4	4	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	13	29	37	false	60.5
HH000025	Ethiopia	2,025	urban	poorer	2	11	male	surface_water	limited	adult_woman	145	2	290	false	none	false	false	false	false	15	33	34	false	60.5
HH000026	Mozambique	2,025	urban	richer	4	3	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	4	5	false	60.5
HH000027	Mozambique	2,020	urban	middle	3	7	male	surface_water	safely_managed	girl_child	144	1	144	false	misses_school	true	false	false	false	0	23	24	false	57
HH000028	DRC	2,020	rural	poorer	2	3	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	47	60	true	43
HH000029	Senegal	2,024	rural	middle	3	6	male	limited	basic	adult_woman	20	1	20	false	none	false	true	false	false	0	33	36	false	49
HH000030	Niger	2,022	urban	richer	4	11	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	7	20	false	66
HH000031	Ethiopia	2,021	rural	richest	5	3	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	11	19	true	65.5
HH000032	Kenya	2,020	urban	richest	5	3	female	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	7	1	false	65
HH000033	Senegal	2,021	rural	richer	4	5	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	27	42	false	52.5
HH000034	Mali	2,020	urban	middle	3	7	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	20	28	false	62
HH000035	Uganda	2,019	urban	poorest	1	6	male	surface_water	open_defecation	adult_woman	90	4	360	true	none	true	false	true	true	0	36	43	false	50.5
HH000036	DRC	2,021	urban	poorer	2	10	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	24	37	false	46.5
HH000037	Zambia	2,023	rural	poorer	2	11	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	44	46	false	49.5
HH000038	Zambia	2,023	urban	middle	3	10	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	27	13	31	false	59.5
HH000039	Mali	2,019	rural	poorer	2	3	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	37	54	true	49.5
HH000040	Nigeria	2,023	rural	poorer	2	10	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	47	54	false	41.5
HH000041	Mozambique	2,022	urban	richest	5	6	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	21	7	10	false	70
HH000042	Nigeria	2,019	urban	middle	3	7	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	22	20	false	61.5
HH000043	Niger	2,025	urban	poorest	1	11	male	limited	open_defecation	adult_woman	28	3	84	true	none	true	false	true	false	0	33	40	false	57.5
HH000044	Mali	2,021	rural	richer	4	6	male	surface_water	unimproved	girl_child	144	1	144	false	late_for_school	false	false	false	false	0	22	41	false	47.5
HH000045	Rwanda	2,021	rural	poorer	2	6	male	limited	unimproved	adult_woman	53	3	159	true	none	false	false	false	false	0	39	47	false	43.5
HH000046	Uganda	2,021	rural	poorest	1	8	female	unimproved	open_defecation	adult_woman	50	2	100	true	none	false	false	true	true	0	49	64	true	34.5
HH000047	Rwanda	2,024	urban	poorest	1	11	male	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	10	27	42	false	46
HH000048	Zambia	2,021	rural	middle	3	11	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	39	51	false	53.5
HH000049	Mozambique	2,022	urban	richest	5	4	female	surface_water	safely_managed	adult_woman	177	4	708	true	none	false	false	false	false	0	2	8	false	69
HH000050	Nigeria	2,019	rural	middle	3	9	male	limited	open_defecation	adult_man	34	2	68	true	none	false	false	true	false	0	37	38	false	49.5
HH000051	Ghana	2,023	urban	middle	3	6	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	19	33	false	55.5
HH000052	Tanzania	2,023	urban	poorest	1	8	male	limited	unimproved	adult_man	17	1	17	false	none	false	false	true	true	0	30	35	false	52.5
HH000053	Mali	2,021	rural	poorest	1	8	female	unimproved	unimproved	adult_woman	112	1	112	true	none	true	false	false	true	0	49	59	false	42.5
HH000054	Mozambique	2,023	rural	poorest	1	4	female	surface_water	limited	boy_child	60	4	240	true	misses_school	false	false	true	false	26	52	73	false	32.5
HH000055	Mozambique	2,024	urban	poorer	2	8	male	limited	basic	girl_child	16	1	16	false	none	false	true	false	false	0	25	37	false	48
HH000056	Ghana	2,025	rural	richer	4	3	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	true	false	false	true	0	19	38	false	48.5
HH000057	Rwanda	2,022	rural	richest	5	4	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	21	29	true	55
HH000058	Rwanda	2,025	rural	poorest	1	10	male	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	21	50	68	false	38.5
HH000059	Tanzania	2,022	rural	poorer	2	9	female	limited	open_defecation	adult_woman	21	2	42	false	none	false	false	true	false	0	39	62	false	50
HH000060	Niger	2,019	rural	poorer	2	5	male	limited	limited	girl_child	18	3	54	true	none	false	false	false	false	17	35	45	true	36.5
HH000061	Rwanda	2,024	urban	poorer	2	5	female	unimproved	unimproved	adult_woman	35	2	70	true	none	false	false	false	true	0	29	33	false	60
HH000062	Tanzania	2,019	urban	richer	4	3	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	10	8	5	false	66.5
HH000063	Tanzania	2,022	rural	richer	4	4	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	31	34	false	59
HH000064	Nigeria	2,018	rural	middle	3	11	male	surface_water	basic	boy_child	126	3	378	true	tired_at_school	false	false	false	false	0	32	48	false	46
HH000065	Ethiopia	2,021	rural	poorest	1	4	male	surface_water	open_defecation	adult_man	101	4	404	true	none	true	false	true	false	0	56	57	true	40.5
HH000066	Niger	2,021	urban	richer	4	3	male	unimproved	unimproved	girl_child	102	3	306	true	tired_at_school	false	true	true	false	0	7	16	false	57.5
HH000067	Senegal	2,021	rural	richest	5	9	female	limited	safely_managed	adult_woman	45	1	45	false	none	true	true	false	false	0	19	29	false	61.5
HH000068	Malawi	2,025	rural	poorest	1	9	female	unimproved	limited	adult_woman	92	3	276	true	none	false	false	false	false	22	55	71	false	44.5
HH000069	Mali	2,020	urban	richest	5	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	1	5	false	62
HH000070	Tanzania	2,020	rural	poorest	1	11	female	surface_water	open_defecation	adult_man	84	1	84	false	none	true	false	false	true	0	50	60	true	40
HH000071	Nigeria	2,020	urban	richest	5	11	male	basic	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	0	10	false	72
HH000072	Nigeria	2,023	rural	poorer	2	5	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	44	61	true	50.5
HH000073	Malawi	2,022	rural	poorest	1	5	male	safely_managed	limited	on_premises	0	0	0	false	none	true	false	false	false	10	48	60	true	38
HH000074	Mozambique	2,022	urban	middle	3	11	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	20	18	false	53
HH000075	Zambia	2,025	rural	richer	4	3	female	unimproved	open_defecation	girl_child	51	1	51	false	none	false	false	true	true	0	27	35	true	54.5
HH000076	Rwanda	2,018	rural	poorest	1	8	female	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	53	70	true	41
HH000077	Mali	2,021	rural	poorer	2	11	male	unimproved	basic	girl_child	38	1	38	false	tired_at_school	false	true	false	false	0	46	61	true	46.5
HH000078	Zambia	2,018	rural	richest	5	10	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	11	15	false	61
HH000079	Senegal	2,022	rural	poorest	1	7	male	limited	unimproved	adult_woman	30	1	30	false	none	false	false	true	false	0	46	70	true	39
HH000080	Uganda	2,023	urban	poorer	2	6	female	safely_managed	unimproved	on_premises	0	0	0	false	none	true	false	true	true	0	25	28	false	59.5
HH000081	Tanzania	2,019	rural	richer	4	4	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	23	37	true	56.5
HH000082	DRC	2,020	rural	poorer	2	6	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	false	false	0	36	46	false	49
HH000083	Niger	2,025	urban	richest	5	9	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	0	5	false	69.5
HH000084	Tanzania	2,018	rural	middle	3	4	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	false	true	0	26	40	false	43
HH000085	Senegal	2,024	urban	poorer	2	3	female	unimproved	basic	adult_man	37	1	37	true	none	false	false	false	false	0	19	31	false	49
HH000086	Mali	2,018	urban	poorer	2	7	female	limited	basic	boy_child	52	1	52	true	tired_at_school	false	false	false	false	0	28	29	false	51
HH000087	Kenya	2,019	urban	poorer	2	3	male	surface_water	unimproved	hired	90	4	360	true	none	false	false	true	true	0	31	43	false	51.5
HH000088	DRC	2,020	rural	poorest	1	10	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	56	55	false	31
HH000089	Ghana	2,022	rural	middle	3	5	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	14	32	52	false	42
HH000090	Nigeria	2,022	urban	richer	4	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	5	19	false	62
HH000091	DRC	2,024	rural	poorer	2	9	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	37	60	false	47
HH000092	Mozambique	2,018	rural	poorest	1	4	female	unimproved	open_defecation	adult_man	65	3	195	true	none	false	false	true	false	0	54	64	true	33
HH000093	Nigeria	2,021	urban	poorer	2	9	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	26	26	true	59.5
HH000094	DRC	2,021	rural	poorest	1	3	male	unimproved	open_defecation	adult_woman	48	2	96	true	none	false	false	true	false	0	54	74	false	33.5
HH000095	Zambia	2,021	rural	richest	5	10	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	19	29	true	56.5
HH000096	Zambia	2,018	rural	middle	3	7	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	39	45	false	44
HH000097	Malawi	2,023	rural	poorer	2	8	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	43	53	true	46.5
HH000098	Niger	2,023	rural	richest	5	7	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	17	33	false	53.5
HH000099	Senegal	2,021	urban	middle	3	6	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	19	15	false	61.5
HH000100	Ghana	2,019	rural	poorest	1	4	male	limited	basic	adult_woman	20	4	80	false	none	false	false	false	false	0	55	59	false	35.5

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