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
HH000501	Uganda	2,025	rural	richer	4	7	male	limited	open_defecation	adult_man	33	4	132	false	none	false	false	false	true	0	19	26	false	53.5
HH000502	Ethiopia	2,018	urban	richer	4	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	11	21	false	62
HH000503	Uganda	2,023	rural	richer	4	3	female	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	25	43	true	59.5
HH000504	Uganda	2,018	urban	richer	4	8	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	14	7	false	58
HH000505	Malawi	2,025	urban	poorer	2	8	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	29	25	false	56.5
HH000506	Uganda	2,018	urban	middle	3	8	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	6	19	30	false	57
HH000507	Mali	2,024	urban	poorest	1	10	female	unimproved	open_defecation	boy_child	56	3	168	true	late_for_school	false	false	false	false	0	40	52	false	50
HH000508	Ethiopia	2,022	urban	middle	3	7	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	21	24	false	57
HH000509	Nigeria	2,023	urban	richer	4	5	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	true	false	false	true	0	12	10	false	64.5
HH000510	Uganda	2,024	urban	richer	4	4	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	15	11	false	59
HH000511	Malawi	2,021	urban	poorer	2	7	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	25	30	true	56.5
HH000512	Kenya	2,019	rural	poorest	1	3	female	limited	open_defecation	adult_woman	59	4	236	true	none	false	false	true	true	0	53	70	false	36.5
HH000513	Malawi	2,025	urban	poorest	1	5	male	unimproved	limited	adult_woman	105	1	105	true	none	true	false	true	false	27	35	38	true	45.5
HH000514	Mali	2,025	rural	poorest	1	3	female	limited	limited	boy_child	59	3	177	true	tired_at_school	false	false	false	false	9	49	73	true	36.5
HH000515	Mali	2,019	urban	poorest	1	8	female	basic	unimproved	on_premises	0	0	0	false	none	false	true	true	true	0	34	35	false	43.5
HH000516	Nigeria	2,023	rural	poorer	2	10	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	47	56	false	42.5
HH000517	Mozambique	2,022	rural	poorest	1	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	52	73	true	32
HH000518	Niger	2,018	rural	richest	5	5	female	unimproved	safely_managed	adult_woman	50	1	50	true	none	false	false	false	false	0	20	31	false	56
HH000519	Tanzania	2,020	rural	richer	4	6	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	25	34	true	50
HH000520	Tanzania	2,021	rural	richest	5	11	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	16	15	false	64.5
HH000521	Ghana	2,023	rural	middle	3	7	female	basic	basic	on_premises	0	0	0	false	none	true	false	false	false	0	37	48	false	43.5
HH000522	Malawi	2,022	urban	middle	3	9	male	surface_water	unimproved	adult_woman	138	3	414	false	none	true	false	false	false	0	13	28	false	64
HH000523	Mozambique	2,022	rural	richest	5	4	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	23	25	false	62
HH000524	Mali	2,020	rural	richer	4	10	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	23	44	false	58
HH000525	Malawi	2,023	rural	poorest	1	11	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	47	57	true	44.5
HH000526	Senegal	2,024	urban	poorest	1	4	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	33	38	true	54
HH000527	DRC	2,019	rural	richer	4	7	female	unimproved	open_defecation	hired	95	3	285	true	none	false	false	false	false	0	22	28	false	48.5
HH000528	Malawi	2,018	rural	richest	5	8	male	unimproved	basic	adult_woman	106	2	212	false	none	false	true	false	false	0	16	31	true	58
HH000529	Senegal	2,020	rural	poorer	2	8	male	limited	open_defecation	girl_child	52	1	52	false	tired_at_school	false	false	true	true	0	42	64	true	42
HH000530	Ghana	2,021	rural	richest	5	7	male	surface_water	safely_managed	adult_woman	179	3	537	true	none	false	false	false	false	0	17	21	false	65.5
HH000531	DRC	2,019	urban	middle	3	6	male	unimproved	unimproved	adult_woman	67	3	201	true	none	true	false	true	true	0	22	29	false	62.5
HH000532	Kenya	2,024	rural	richer	4	11	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	true	false	false	0	27	39	false	59
HH000533	Niger	2,025	urban	middle	3	9	male	limited	open_defecation	adult_woman	33	4	132	true	none	false	false	true	false	0	23	32	false	63.5
HH000534	Niger	2,020	rural	richest	5	5	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	10	23	false	58
HH000535	Malawi	2,024	urban	richer	4	9	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	13	16	false	72
HH000536	Mali	2,018	rural	richer	4	4	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	30	34	false	50
HH000537	Ethiopia	2,019	rural	middle	3	7	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	36	50	false	49.5
HH000538	Ghana	2,022	rural	middle	3	5	male	unimproved	open_defecation	girl_child	39	1	39	true	late_for_school	false	false	false	false	0	40	37	false	48
HH000539	Tanzania	2,021	rural	richer	4	4	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	false	false	0	30	38	false	54.5
HH000540	Tanzania	2,018	urban	poorer	2	4	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	33	30	false	45
HH000541	Zambia	2,025	rural	richer	4	7	female	safely_managed	limited	on_premises	0	0	0	false	none	true	false	true	false	18	23	25	true	61.5
HH000542	Mali	2,024	rural	richer	4	8	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	24	34	true	53
HH000543	Ghana	2,018	rural	poorer	2	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	46	54	false	42
HH000544	Kenya	2,022	urban	middle	3	9	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	17	15	false	59
HH000545	Nigeria	2,018	rural	middle	3	7	male	surface_water	open_defecation	adult_woman	72	2	144	true	none	true	false	true	false	0	40	49	false	49
HH000546	Kenya	2,024	urban	richest	5	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	8	0	false	64
HH000547	DRC	2,024	rural	richer	4	3	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	21	28	false	56
HH000548	Mali	2,020	urban	middle	3	6	female	unimproved	basic	adult_woman	49	3	147	false	none	false	false	false	false	0	15	20	false	52
HH000549	Uganda	2,022	urban	richer	4	11	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	13	13	false	68
HH000550	Ethiopia	2,020	rural	poorest	1	8	female	unimproved	open_defecation	adult_woman	39	2	78	true	none	false	false	true	false	0	54	66	true	35
HH000551	Tanzania	2,019	rural	middle	3	4	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	34	40	false	48.5
HH000552	Ethiopia	2,025	rural	poorer	2	4	female	limited	open_defecation	adult_man	19	3	57	false	none	false	true	true	true	0	36	52	false	43.5
HH000553	Ethiopia	2,018	rural	middle	3	7	female	basic	unimproved	on_premises	0	0	0	false	none	true	false	true	true	0	40	49	false	42
HH000554	Tanzania	2,024	urban	richer	4	10	male	basic	open_defecation	on_premises	0	0	0	false	none	false	true	true	true	0	4	22	false	64
HH000555	Zambia	2,018	urban	middle	3	11	female	surface_water	basic	hired	75	2	150	true	none	false	true	false	false	0	12	18	false	56
HH000556	Ghana	2,022	rural	middle	3	3	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	false	false	0	34	44	false	56
HH000557	Rwanda	2,023	rural	poorer	2	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	39	57	false	43.5
HH000558	Rwanda	2,024	rural	poorer	2	7	male	basic	limited	on_premises	0	0	0	false	none	true	true	true	false	24	47	46	false	39
HH000559	Kenya	2,025	rural	richest	5	8	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	24	33	true	58.5
HH000560	Uganda	2,025	urban	richest	5	11	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	0	1	false	73.5
HH000561	Mali	2,024	rural	richest	5	6	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	8	18	23	false	65
HH000562	DRC	2,022	urban	poorer	2	8	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	33	41	true	55
HH000563	Ethiopia	2,022	urban	poorest	1	8	female	surface_water	basic	girl_child	129	3	387	true	misses_school	false	false	true	false	0	31	39	false	46
HH000564	Mozambique	2,019	rural	richest	5	3	female	unimproved	unimproved	adult_woman	35	1	35	false	none	true	false	true	true	0	22	25	true	63.5
HH000565	Nigeria	2,021	rural	poorest	1	11	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	true	false	0	43	67	true	35.5
HH000566	Mali	2,018	urban	middle	3	3	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	20	22	false	58
HH000567	Uganda	2,020	rural	richest	5	10	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	11	29	true	63
HH000568	Ghana	2,023	urban	middle	3	11	male	limited	basic	adult_man	46	1	46	false	none	false	false	false	false	0	15	24	false	54.5
HH000569	Tanzania	2,019	rural	middle	3	5	male	surface_water	limited	adult_woman	137	4	548	true	none	true	false	false	false	19	39	53	true	52.5
HH000570	Niger	2,019	rural	middle	3	10	female	limited	limited	girl_child	45	4	180	true	misses_school	true	false	false	false	25	40	41	false	53.5
HH000571	Kenya	2,023	rural	poorer	2	7	male	limited	unimproved	adult_man	26	3	78	true	none	false	false	true	true	0	39	63	true	49.5
HH000572	Mali	2,025	urban	poorer	2	4	male	unimproved	basic	adult_man	107	3	321	false	none	false	true	false	false	0	21	38	true	57.5
HH000573	Senegal	2,024	urban	richest	5	3	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	true	true	false	0	0	5	false	67
HH000574	Uganda	2,019	rural	poorest	1	5	male	unimproved	unimproved	adult_man	76	2	152	false	none	false	false	true	false	0	53	55	false	37.5
HH000575	Senegal	2,024	rural	poorest	1	7	male	surface_water	open_defecation	adult_woman	100	3	300	true	none	false	false	false	true	0	55	67	false	39
HH000576	Senegal	2,022	rural	poorer	2	10	female	surface_water	open_defecation	boy_child	80	4	320	false	late_for_school	false	false	true	true	0	44	63	true	37
HH000577	Ghana	2,021	urban	middle	3	6	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	14	24	16	false	56.5
HH000578	Uganda	2,023	urban	richest	5	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	0	2	false	71.5
HH000579	Rwanda	2,018	rural	richest	5	7	female	limited	basic	girl_child	41	2	82	true	late_for_school	false	false	false	false	0	23	18	false	58
HH000580	Rwanda	2,021	urban	poorest	1	5	male	unimproved	safely_managed	adult_man	110	3	330	true	none	false	true	false	false	0	37	38	false	55.5
HH000581	Mozambique	2,024	urban	middle	3	5	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	15	23	30	false	59
HH000582	Nigeria	2,021	urban	poorest	1	10	male	unimproved	limited	boy_child	104	1	104	false	misses_school	false	false	false	false	29	38	50	false	53.5
HH000583	Mozambique	2,019	rural	middle	3	11	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	28	54	false	51.5
HH000584	Uganda	2,024	rural	richest	5	5	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	20	15	false	67
HH000585	Uganda	2,022	rural	richest	5	8	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	false	false	0	20	16	true	54
HH000586	Ethiopia	2,025	urban	middle	3	7	female	surface_water	limited	hired	147	2	294	true	none	true	false	false	false	28	14	25	false	61.5
HH000587	Ethiopia	2,020	rural	poorest	1	8	male	unimproved	open_defecation	adult_woman	79	2	158	true	none	false	false	true	false	0	42	60	false	36
HH000588	Tanzania	2,020	rural	poorer	2	7	male	surface_water	unimproved	hired	115	3	345	false	none	false	true	true	false	0	36	61	true	45
HH000589	Niger	2,019	urban	poorer	2	3	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	29	29	false	45.5
HH000590	Senegal	2,024	rural	poorer	2	10	male	limited	basic	girl_child	46	3	138	true	tired_at_school	true	false	false	false	0	40	47	true	48
HH000591	Senegal	2,019	rural	poorest	1	11	male	limited	limited	adult_man	44	3	132	true	none	false	false	false	false	14	50	72	false	34.5
HH000592	Zambia	2,018	rural	poorer	2	3	male	basic	open_defecation	on_premises	0	0	0	false	none	true	false	false	true	0	39	52	true	42
HH000593	DRC	2,024	rural	richer	4	6	male	limited	basic	girl_child	31	2	62	true	late_for_school	false	false	false	false	0	19	27	false	48
HH000594	Mali	2,020	urban	poorest	1	8	male	limited	open_defecation	girl_child	17	1	17	false	none	false	false	true	false	0	35	38	true	50
HH000595	Rwanda	2,020	rural	richest	5	8	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	22	21	false	52
HH000596	Tanzania	2,018	urban	poorest	1	11	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	31	54	false	46
HH000597	Kenya	2,022	urban	poorer	2	6	male	limited	open_defecation	boy_child	39	2	78	false	late_for_school	false	false	true	true	0	20	27	false	47
HH000598	Kenya	2,023	rural	richest	5	7	female	unimproved	limited	girl_child	41	1	41	false	late_for_school	true	true	false	false	10	11	21	false	66.5
HH000599	Mali	2,019	rural	poorest	1	5	male	surface_water	limited	girl_child	134	2	268	true	late_for_school	false	true	true	false	25	47	74	true	43.5
HH000600	Niger	2,020	urban	richest	5	3	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	2	10	false	66

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