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
HH004801	Zambia	2,019	rural	richer	4	10	male	safely_managed	unimproved	on_premises	0	0	0	false	none	true	false	true	true	0	30	30	false	58.5
HH004802	Tanzania	2,024	urban	middle	3	5	male	unimproved	unimproved	hired	69	2	138	true	none	true	false	false	true	0	21	21	false	65
HH004803	Mozambique	2,023	urban	richer	4	11	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	18	3	24	false	69.5
HH004804	Mali	2,021	rural	poorest	1	7	female	limited	limited	girl_child	24	2	48	false	none	false	false	false	false	25	50	63	true	33.5
HH004805	Ethiopia	2,018	urban	poorest	1	7	male	unimproved	limited	hired	81	1	81	true	none	false	false	true	false	16	37	49	true	50
HH004806	Mozambique	2,021	urban	poorest	1	4	male	surface_water	basic	adult_woman	120	3	360	true	none	false	true	false	false	0	38	51	true	41.5
HH004807	Rwanda	2,022	rural	middle	3	8	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	26	41	true	47
HH004808	Kenya	2,025	urban	richer	4	11	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	10	15	false	58.5
HH004809	Zambia	2,023	rural	richer	4	5	female	limited	limited	adult_man	57	3	171	false	none	false	false	false	false	26	20	28	false	48.5
HH004810	Nigeria	2,024	rural	poorer	2	4	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	47	54	false	42
HH004811	Ethiopia	2,022	urban	poorer	2	5	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	31	35	false	55
HH004812	Kenya	2,024	urban	poorest	1	4	male	basic	limited	on_premises	0	0	0	false	none	false	true	false	false	13	40	48	true	48
HH004813	Ethiopia	2,020	urban	poorer	2	5	male	limited	basic	adult_man	49	1	49	true	none	false	true	false	false	0	27	33	false	48
HH004814	DRC	2,020	urban	richest	5	7	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	4	0	false	66
HH004815	Senegal	2,023	urban	richest	5	5	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	9	0	false	71.5
HH004816	Mali	2,018	rural	poorest	1	4	male	limited	unimproved	adult_woman	37	4	148	false	none	false	true	true	true	0	43	74	true	32
HH004817	Tanzania	2,025	urban	poorest	1	3	female	limited	open_defecation	girl_child	46	1	46	true	none	false	true	false	true	0	39	53	true	47.5
HH004818	Senegal	2,022	urban	middle	3	5	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	20	20	false	65
HH004819	Malawi	2,023	urban	poorer	2	7	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	28	28	false	61.5
HH004820	DRC	2,018	rural	middle	3	7	male	limited	safely_managed	adult_woman	59	3	177	true	none	true	false	false	false	0	28	51	true	42
HH004821	Zambia	2,018	rural	poorest	1	11	female	limited	unimproved	adult_woman	44	1	44	true	none	false	false	true	true	0	51	73	false	33
HH004822	Ethiopia	2,018	rural	richest	5	4	male	surface_water	limited	adult_woman	156	2	312	false	none	false	false	false	false	25	14	21	false	59
HH004823	Niger	2,022	urban	richest	5	10	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	7	12	false	64
HH004824	Niger	2,025	rural	middle	3	4	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	38	44	false	52.5
HH004825	Nigeria	2,018	urban	poorer	2	8	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	5	29	34	true	49
HH004826	Malawi	2,025	urban	middle	3	11	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	true	true	true	false	0	24	32	false	59.5
HH004827	Uganda	2,023	rural	poorest	1	11	male	unimproved	limited	hired	97	1	97	false	none	false	false	false	false	9	54	60	true	34.5
HH004828	Ethiopia	2,018	rural	middle	3	6	male	unimproved	safely_managed	adult_woman	54	1	54	false	none	true	false	false	false	0	34	46	false	53
HH004829	Ethiopia	2,025	rural	poorer	2	4	female	limited	unimproved	adult_man	27	2	54	true	none	true	false	true	true	0	35	61	false	38.5
HH004830	Malawi	2,018	urban	middle	3	5	male	unimproved	basic	adult_woman	41	2	82	false	none	false	false	false	false	0	19	33	false	64
HH004831	Senegal	2,023	urban	poorest	1	11	male	unimproved	open_defecation	adult_man	103	1	103	true	none	false	false	true	false	0	37	44	true	47.5
HH004832	Zambia	2,022	urban	middle	3	10	male	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	5	25	29	false	65
HH004833	Mali	2,025	rural	middle	3	5	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	9	39	39	true	52.5
HH004834	Nigeria	2,019	urban	poorest	1	3	male	safely_managed	limited	on_premises	0	0	0	false	none	true	false	false	false	7	30	50	false	42.5
HH004835	Ghana	2,023	rural	richer	4	10	male	limited	unimproved	hired	31	2	62	true	none	false	false	true	false	0	29	36	false	56.5
HH004836	Uganda	2,024	rural	richer	4	6	male	safely_managed	basic	on_premises	0	0	0	false	none	true	true	true	false	0	31	27	false	60
HH004837	Senegal	2,021	rural	middle	3	5	male	unimproved	unimproved	adult_woman	111	2	222	true	none	false	false	false	false	0	26	46	false	47.5
HH004838	Nigeria	2,022	urban	poorest	1	6	male	unimproved	unimproved	adult_man	34	1	34	true	none	false	false	false	false	0	35	44	true	54
HH004839	Ghana	2,025	urban	richest	5	6	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	3	5	false	75.5
HH004840	DRC	2,019	urban	middle	3	7	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	14	27	false	63.5
HH004841	Ethiopia	2,021	rural	poorest	1	11	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	53	73	false	45.5
HH004842	Niger	2,021	rural	richer	4	6	male	limited	safely_managed	adult_woman	59	4	236	false	none	false	true	false	false	0	19	37	false	50.5
HH004843	Niger	2,025	urban	middle	3	10	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	15	15	29	false	62.5
HH004844	Malawi	2,024	urban	richer	4	10	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	16	15	false	67
HH004845	Nigeria	2,024	urban	poorest	1	6	female	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	36	39	false	57
HH004846	Zambia	2,024	rural	middle	3	7	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	34	53	true	54
HH004847	Rwanda	2,019	urban	middle	3	9	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	25	25	false	62.5
HH004848	Ethiopia	2,021	rural	richest	5	8	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	10	31	false	63.5
HH004849	Ethiopia	2,018	rural	poorest	1	5	female	unimproved	unimproved	adult_woman	50	2	100	false	none	false	false	false	false	0	54	65	false	41
HH004850	Nigeria	2,024	rural	richer	4	9	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	20	35	false	56
HH004851	Rwanda	2,018	rural	richer	4	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	24	43	false	45
HH004852	Nigeria	2,023	rural	poorest	1	9	male	surface_water	open_defecation	adult_woman	117	3	351	false	none	false	false	true	true	0	56	74	false	44.5
HH004853	Uganda	2,018	rural	poorer	2	4	male	surface_water	limited	adult_woman	165	3	495	true	none	false	false	false	false	9	37	45	false	36
HH004854	Senegal	2,018	rural	middle	3	4	male	basic	basic	on_premises	0	0	0	false	none	false	true	true	false	0	28	39	false	53
HH004855	Kenya	2,023	urban	richer	4	10	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	26	14	13	false	68.5
HH004856	Tanzania	2,024	rural	middle	3	4	female	limited	safely_managed	girl_child	34	4	136	true	late_for_school	false	false	false	false	0	30	47	false	50
HH004857	Tanzania	2,022	rural	poorest	1	7	male	unimproved	limited	adult_woman	32	4	128	true	none	false	false	false	false	26	54	59	true	36
HH004858	DRC	2,024	rural	richer	4	3	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	18	34	false	55
HH004859	Ghana	2,022	rural	poorest	1	5	male	limited	unimproved	adult_man	15	3	45	false	none	false	false	true	false	0	47	74	false	33
HH004860	Rwanda	2,022	urban	poorest	1	5	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	39	48	false	42
HH004861	Malawi	2,022	urban	poorer	2	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	24	35	true	54
HH004862	Niger	2,023	rural	middle	3	10	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	true	false	0	32	49	false	54.5
HH004863	Rwanda	2,021	rural	poorest	1	8	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	51	60	true	33.5
HH004864	Mozambique	2,023	rural	richer	4	10	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	26	33	true	52.5
HH004865	Ethiopia	2,023	rural	poorest	1	7	female	limited	basic	boy_child	39	3	117	false	misses_school	false	false	false	false	0	44	69	false	38.5
HH004866	Uganda	2,020	rural	richer	4	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	23	31	false	49
HH004867	Tanzania	2,024	urban	middle	3	6	male	limited	limited	adult_woman	39	2	78	true	none	false	false	false	false	6	15	20	false	65
HH004868	Kenya	2,018	rural	richest	5	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	19	33	false	63
HH004869	Tanzania	2,020	rural	richest	5	4	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	11	29	false	60
HH004870	Senegal	2,024	rural	middle	3	8	male	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	8	28	37	true	54
HH004871	Zambia	2,025	rural	middle	3	10	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	27	46	false	49.5
HH004872	Mali	2,020	rural	middle	3	5	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	26	42	true	50
HH004873	Uganda	2,019	urban	richer	4	10	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	7	21	false	56.5
HH004874	Mali	2,024	urban	richest	5	4	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	0	0	false	67
HH004875	Rwanda	2,024	rural	poorer	2	10	female	limited	open_defecation	adult_woman	30	3	90	false	none	false	false	true	true	0	46	52	true	40
HH004876	Rwanda	2,020	rural	poorest	1	6	male	surface_water	basic	girl_child	82	3	246	true	tired_at_school	false	false	false	false	0	49	63	false	41
HH004877	DRC	2,018	rural	richer	4	10	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	25	35	false	53
HH004878	Nigeria	2,025	urban	poorer	2	9	female	unimproved	open_defecation	adult_woman	106	2	212	true	none	false	false	true	true	0	25	40	false	55.5
HH004879	Uganda	2,023	rural	middle	3	4	male	limited	basic	adult_woman	50	1	50	false	none	false	true	true	false	0	27	48	false	50.5
HH004880	Senegal	2,019	rural	richer	4	7	male	limited	limited	adult_woman	35	3	105	true	none	false	false	false	false	9	27	28	false	46.5
HH004881	Zambia	2,018	rural	richer	4	3	female	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	30	42	false	50
HH004882	Niger	2,023	urban	richer	4	4	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	15	16	false	65.5
HH004883	Tanzania	2,019	rural	middle	3	4	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	31	35	false	40.5
HH004884	Kenya	2,018	urban	poorest	1	3	male	surface_water	limited	adult_woman	107	3	321	true	none	false	false	false	false	9	29	37	false	50
HH004885	Ghana	2,019	rural	richer	4	5	female	limited	basic	adult_woman	47	1	47	false	none	false	true	false	false	0	26	43	true	56.5
HH004886	Rwanda	2,018	rural	richest	5	11	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	15	30	false	60
HH004887	Ghana	2,018	rural	poorest	1	10	male	unimproved	basic	adult_woman	41	2	82	true	none	false	false	false	false	0	55	68	false	36
HH004888	Tanzania	2,018	urban	richest	5	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	0	0	false	68
HH004889	Malawi	2,022	urban	poorest	1	3	male	surface_water	unimproved	adult_man	73	2	146	false	none	true	false	true	true	0	31	42	false	43
HH004890	Tanzania	2,018	rural	poorer	2	6	male	unimproved	open_defecation	girl_child	78	1	78	true	tired_at_school	false	false	true	true	0	44	58	true	39
HH004891	Senegal	2,022	rural	poorest	1	3	female	surface_water	unimproved	adult_man	130	1	130	true	none	false	false	false	false	0	52	68	true	35
HH004892	Mali	2,021	rural	poorest	1	4	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	53	64	true	32.5
HH004893	Tanzania	2,019	rural	middle	3	3	male	surface_water	limited	girl_child	144	1	144	true	misses_school	false	false	true	false	12	27	47	false	47.5
HH004894	Ghana	2,018	rural	richest	5	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	21	20	false	55
HH004895	Mali	2,021	rural	poorer	2	10	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	47	59	false	48.5
HH004896	Kenya	2,019	rural	poorer	2	7	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	48	52	true	47.5
HH004897	Senegal	2,024	rural	poorest	1	3	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	43	55	true	43
HH004898	Ghana	2,024	urban	poorer	2	10	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	25	39	false	61
HH004899	Zambia	2,022	rural	poorest	1	11	male	limited	unimproved	girl_child	31	2	62	false	tired_at_school	false	false	true	false	0	52	64	false	37
HH004900	Ethiopia	2,023	rural	poorer	2	11	male	limited	limited	adult_man	20	4	80	true	none	false	true	true	false	12	43	62	false	46.5

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