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
HH004901	Uganda	2,019	rural	richest	5	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	17	29	true	56.5
HH004902	Zambia	2,020	rural	poorer	2	8	female	unimproved	open_defecation	hired	67	4	268	true	none	false	false	true	true	0	34	53	true	38
HH004903	Mali	2,024	rural	richer	4	4	male	unimproved	open_defecation	girl_child	39	3	117	false	misses_school	false	false	false	true	0	31	33	false	58
HH004904	Nigeria	2,023	urban	richest	5	5	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	10	7	11	false	72.5
HH004905	DRC	2,024	urban	richest	5	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	7	0	false	75
HH004906	Zambia	2,025	urban	richest	5	9	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	0	0	false	63.5
HH004907	Rwanda	2,025	rural	poorer	2	10	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	42	60	true	41.5
HH004908	Ethiopia	2,018	rural	poorest	1	10	male	limited	open_defecation	adult_man	43	3	129	true	none	false	false	true	true	0	51	64	true	37
HH004909	Mozambique	2,023	urban	poorer	2	8	female	limited	unimproved	girl_child	31	4	124	false	tired_at_school	true	false	false	true	0	19	44	true	58.5
HH004910	Nigeria	2,023	urban	middle	3	10	male	limited	limited	adult_man	50	3	150	true	none	false	false	true	false	8	13	33	false	61.5
HH004911	Tanzania	2,023	urban	poorest	1	6	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	17	28	53	false	44.5
HH004912	Mali	2,025	rural	middle	3	9	male	unimproved	safely_managed	adult_woman	80	4	320	true	none	false	false	false	false	0	35	49	false	45.5
HH004913	Rwanda	2,024	rural	poorer	2	9	female	unimproved	open_defecation	girl_child	97	2	194	true	tired_at_school	true	false	true	false	0	39	57	true	49
HH004914	Malawi	2,024	rural	poorest	1	5	male	limited	unimproved	hired	36	4	144	true	none	false	false	true	false	0	48	63	false	33
HH004915	Niger	2,022	rural	poorest	1	8	female	unimproved	safely_managed	girl_child	49	3	147	false	misses_school	false	false	false	false	0	50	61	true	36
HH004916	Mali	2,020	rural	richest	5	8	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	true	true	true	0	23	28	true	63
HH004917	Kenya	2,021	rural	poorer	2	3	female	unimproved	limited	hired	102	3	306	true	none	false	false	true	false	28	48	61	true	43.5
HH004918	Niger	2,019	rural	poorest	1	5	male	unimproved	basic	adult_woman	47	1	47	true	none	false	true	false	false	0	44	63	false	30.5
HH004919	Ethiopia	2,018	rural	richer	4	8	female	limited	limited	adult_woman	43	2	86	true	none	false	false	true	false	22	26	41	false	55
HH004920	Mozambique	2,018	rural	richest	5	4	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	16	17	false	52
HH004921	Malawi	2,020	urban	poorer	2	10	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	28	41	false	53
HH004922	DRC	2,025	urban	poorest	1	6	male	limited	open_defecation	adult_man	22	3	66	true	none	true	false	true	false	0	41	49	false	47.5
HH004923	Kenya	2,023	urban	richer	4	7	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	4	24	false	59.5
HH004924	DRC	2,018	urban	poorest	1	4	female	surface_water	unimproved	adult_woman	146	4	584	true	none	true	false	true	false	0	37	40	false	45
HH004925	Senegal	2,019	rural	richer	4	10	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	22	28	false	52.5
HH004926	Zambia	2,020	rural	poorest	1	7	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	48	67	true	32
HH004927	Zambia	2,022	rural	middle	3	10	male	limited	safely_managed	girl_child	53	3	159	false	tired_at_school	false	false	false	false	0	33	54	false	46
HH004928	Senegal	2,022	rural	richest	5	4	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	19	17	true	54
HH004929	Tanzania	2,022	urban	poorer	2	4	male	surface_water	basic	girl_child	148	3	444	true	late_for_school	false	false	false	false	0	21	32	false	47
HH004930	Ethiopia	2,024	urban	richer	4	10	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	6	9	false	65
HH004931	Senegal	2,023	urban	poorer	2	6	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	21	35	false	61.5
HH004932	Kenya	2,021	rural	poorest	1	8	female	unimproved	unimproved	adult_woman	74	1	74	true	none	false	false	false	false	0	55	73	false	41.5
HH004933	Mali	2,020	rural	middle	3	11	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	35	41	true	53
HH004934	Ethiopia	2,018	rural	poorest	1	9	female	unimproved	open_defecation	boy_child	54	1	54	true	tired_at_school	false	false	true	true	0	53	63	true	38
HH004935	Senegal	2,019	urban	poorest	1	5	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	35	41	false	40.5
HH004936	Niger	2,023	rural	middle	3	8	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	35	45	false	42.5
HH004937	Kenya	2,022	urban	middle	3	8	male	surface_water	open_defecation	girl_child	130	1	130	true	late_for_school	true	false	true	false	0	19	19	false	56
HH004938	Malawi	2,025	rural	richer	4	6	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	31	36	true	50.5
HH004939	Mozambique	2,022	urban	poorest	1	4	female	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	36	53	false	56
HH004940	Nigeria	2,018	urban	richer	4	10	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	16	19	false	56
HH004941	DRC	2,025	rural	poorest	1	6	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	21	49	55	false	36.5
HH004942	DRC	2,021	rural	middle	3	9	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	22	26	49	true	52.5
HH004943	Mozambique	2,023	urban	poorest	1	5	male	unimproved	basic	hired	42	4	168	true	none	true	true	false	false	0	37	44	false	55.5
HH004944	Uganda	2,022	rural	poorer	2	8	male	unimproved	limited	adult_woman	73	1	73	true	none	false	false	false	false	28	41	57	true	49
HH004945	Kenya	2,025	rural	richer	4	8	male	limited	unimproved	adult_woman	55	1	55	false	none	false	false	true	false	0	30	38	false	60.5
HH004946	DRC	2,020	urban	poorer	2	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	31	28	true	46
HH004947	Mozambique	2,023	rural	richer	4	10	male	surface_water	limited	adult_woman	126	4	504	true	none	false	false	false	false	23	30	35	false	58.5
HH004948	Ghana	2,023	urban	poorer	2	10	male	limited	safely_managed	boy_child	55	3	165	false	misses_school	false	true	false	false	0	27	35	false	47.5
HH004949	Senegal	2,023	rural	poorer	2	3	male	unimproved	basic	adult_woman	108	3	324	true	none	false	false	false	false	0	47	58	true	37.5
HH004950	Tanzania	2,020	rural	poorer	2	3	female	unimproved	safely_managed	adult_woman	97	3	291	true	none	false	false	false	false	0	42	55	true	47
HH004951	Uganda	2,023	urban	middle	3	7	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	21	23	false	53.5
HH004952	Kenya	2,021	rural	poorest	1	7	female	basic	unimproved	on_premises	0	0	0	false	none	false	true	true	true	0	53	59	true	42.5
HH004953	Kenya	2,019	urban	poorer	2	4	female	limited	basic	adult_woman	31	1	31	false	none	false	false	true	false	0	29	29	true	53.5
HH004954	Kenya	2,024	rural	poorest	1	7	female	limited	safely_managed	girl_child	18	2	36	false	tired_at_school	false	true	false	false	0	45	64	true	38
HH004955	Niger	2,018	rural	richer	4	8	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	26	28	false	53
HH004956	DRC	2,021	urban	richer	4	4	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	5	22	false	69.5
HH004957	Mali	2,020	rural	poorer	2	6	male	unimproved	open_defecation	adult_woman	115	3	345	true	none	false	false	true	true	0	39	64	false	46
HH004958	Uganda	2,021	rural	richest	5	10	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	23	30	false	56.5
HH004959	DRC	2,019	urban	poorer	2	10	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	27	44	true	54.5
HH004960	Tanzania	2,025	rural	poorest	1	11	female	limited	limited	adult_man	37	3	111	true	none	false	false	false	false	9	46	72	true	35.5
HH004961	Senegal	2,024	rural	poorer	2	9	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	false	false	0	38	52	true	52
HH004962	Rwanda	2,021	rural	richest	5	3	male	unimproved	unimproved	girl_child	50	3	150	true	late_for_school	true	false	true	true	0	22	31	false	62.5
HH004963	Malawi	2,022	rural	poorer	2	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	36	48	false	40
HH004964	Tanzania	2,020	rural	poorest	1	8	female	limited	unimproved	girl_child	33	3	99	false	late_for_school	false	false	false	true	0	56	63	true	39
HH004965	Ghana	2,020	urban	richest	5	3	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	0	0	false	74
HH004966	Ethiopia	2,019	rural	middle	3	8	male	unimproved	basic	girl_child	66	4	264	true	late_for_school	false	true	false	false	0	26	47	true	53.5
HH004967	Ethiopia	2,020	rural	poorer	2	3	male	limited	unimproved	girl_child	49	1	49	true	late_for_school	false	false	false	true	0	46	59	true	46
HH004968	Tanzania	2,023	rural	poorest	1	3	female	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	52	64	false	32.5
HH004969	Senegal	2,024	urban	poorest	1	11	male	safely_managed	unimproved	on_premises	0	0	0	false	none	true	false	false	true	0	36	35	false	47
HH004970	Senegal	2,022	urban	richest	5	8	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	0	9	false	62
HH004971	Malawi	2,021	urban	poorest	1	6	female	unimproved	unimproved	girl_child	115	4	460	false	tired_at_school	false	true	true	false	0	31	47	true	54.5
HH004972	Zambia	2,023	rural	poorest	1	11	male	surface_water	open_defecation	adult_woman	157	2	314	true	none	false	false	false	true	0	45	61	true	36.5
HH004973	Rwanda	2,025	urban	middle	3	9	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	12	19	false	57.5
HH004974	Niger	2,025	rural	poorest	1	3	male	unimproved	unimproved	girl_child	68	1	68	true	tired_at_school	false	false	false	false	0	49	67	false	39.5
HH004975	DRC	2,023	urban	poorest	1	10	male	basic	unimproved	on_premises	0	0	0	false	none	true	true	true	true	0	40	54	false	48.5
HH004976	DRC	2,024	rural	middle	3	10	male	limited	limited	adult_woman	40	3	120	false	none	false	false	false	false	29	32	51	false	53
HH004977	Uganda	2,023	rural	middle	3	11	female	limited	unimproved	adult_woman	27	1	27	false	none	false	false	false	true	0	37	48	false	47.5
HH004978	Senegal	2,020	urban	poorest	1	10	female	unimproved	limited	adult_woman	96	4	384	false	none	false	false	true	false	22	41	47	false	51
HH004979	Mali	2,025	rural	poorer	2	10	male	unimproved	unimproved	boy_child	71	2	142	true	late_for_school	false	false	true	false	0	43	61	true	40.5
HH004980	Tanzania	2,025	rural	poorer	2	9	male	unimproved	unimproved	girl_child	113	3	339	true	misses_school	false	false	true	true	0	42	45	false	52.5
HH004981	Zambia	2,022	rural	poorer	2	5	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	38	50	true	42
HH004982	Ethiopia	2,021	rural	poorest	1	9	female	unimproved	unimproved	adult_woman	34	2	68	true	none	false	false	true	true	0	53	73	true	33.5
HH004983	Tanzania	2,022	rural	poorest	1	4	male	basic	limited	on_premises	0	0	0	false	none	false	true	true	false	10	51	71	false	46
HH004984	Zambia	2,023	urban	poorer	2	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	28	39	false	58.5
HH004985	DRC	2,021	rural	poorer	2	3	female	unimproved	unimproved	girl_child	55	3	165	true	misses_school	false	false	true	true	0	47	47	false	47.5
HH004986	DRC	2,020	urban	richer	4	9	female	safely_managed	unimproved	on_premises	0	0	0	false	none	true	true	false	true	0	16	23	false	61
HH004987	Nigeria	2,024	rural	poorest	1	3	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	18	47	60	true	38
HH004988	Malawi	2,021	urban	poorest	1	7	male	limited	open_defecation	girl_child	32	2	64	true	misses_school	false	false	false	false	0	41	46	false	47.5
HH004989	Mali	2,024	rural	poorest	1	5	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	44	58	false	47
HH004990	Uganda	2,025	rural	poorer	2	4	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	36	54	true	48.5
HH004991	Mozambique	2,024	rural	poorer	2	10	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	47	58	false	52
HH004992	Zambia	2,024	rural	middle	3	4	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	26	48	false	49
HH004993	Uganda	2,025	urban	richest	5	7	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	7	11	false	77.5
HH004994	Uganda	2,023	rural	poorest	1	5	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	44	63	false	44.5
HH004995	Senegal	2,022	urban	richest	5	10	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	0	0	false	62
HH004996	Mali	2,025	rural	middle	3	11	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	true	false	true	true	0	38	42	false	48.5
HH004997	Zambia	2,022	rural	richest	5	10	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	13	13	17	false	66
HH004998	Uganda	2,019	rural	middle	3	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	true	false	0	30	38	false	50.5
HH004999	Senegal	2,018	urban	richest	5	4	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	3	2	false	69
HH005000	Niger	2,018	urban	richer	4	4	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	7	23	false	69

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