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
HH000101	Uganda	2,018	urban	poorest	1	4	female	unimproved	open_defecation	adult_woman	101	2	202	false	none	false	false	false	false	0	29	47	false	41
HH000102	Niger	2,025	rural	poorer	2	7	male	safely_managed	basic	on_premises	0	0	0	false	none	true	true	false	false	0	37	50	true	38.5
HH000103	Ethiopia	2,025	urban	richer	4	7	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	5	17	false	72.5
HH000104	Malawi	2,023	urban	poorest	1	5	female	unimproved	limited	adult_man	87	4	348	true	none	false	false	false	false	20	33	39	false	46.5
HH000105	Mozambique	2,022	urban	poorest	1	10	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	true	false	true	true	0	28	54	false	52
HH000106	Tanzania	2,025	urban	poorer	2	6	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	24	31	false	52.5
HH000107	Uganda	2,019	rural	poorest	1	5	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	44	60	true	36.5
HH000108	Rwanda	2,020	rural	poorer	2	3	male	limited	limited	adult_woman	48	3	144	true	none	false	false	true	false	11	38	57	true	42
HH000109	Mali	2,022	urban	richest	5	4	male	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	0	1	false	73
HH000110	Ethiopia	2,023	urban	poorer	2	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	19	30	true	57.5
HH000111	DRC	2,021	urban	poorest	1	11	male	unimproved	limited	adult_man	96	3	288	true	none	false	false	true	false	16	31	36	false	48.5
HH000112	Rwanda	2,023	rural	middle	3	11	female	surface_water	basic	girl_child	127	1	127	true	misses_school	false	true	true	false	0	30	50	false	43.5
HH000113	Ghana	2,019	urban	middle	3	10	female	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	16	28	false	53.5
HH000114	Mali	2,022	urban	poorest	1	7	male	basic	open_defecation	on_premises	0	0	0	false	none	false	true	true	true	0	32	38	false	52
HH000115	Zambia	2,021	rural	poorest	1	3	male	basic	basic	on_premises	0	0	0	false	none	false	false	true	false	0	43	62	true	41.5
HH000116	Ghana	2,020	urban	poorest	1	9	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	34	47	false	48
HH000117	Rwanda	2,023	rural	middle	3	7	female	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	34	50	false	51.5
HH000118	Nigeria	2,020	urban	poorer	2	11	female	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	10	25	35	false	48
HH000119	Tanzania	2,018	rural	poorer	2	7	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	39	54	false	48
HH000120	Tanzania	2,022	urban	poorer	2	5	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	6	22	44	false	50
HH000121	Ghana	2,020	urban	richest	5	4	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	4	14	false	67
HH000122	Ethiopia	2,023	rural	poorer	2	8	male	unimproved	unimproved	girl_child	47	1	47	false	none	false	false	true	false	0	48	62	false	51.5
HH000123	Mozambique	2,022	rural	poorer	2	4	male	limited	basic	adult_woman	41	1	41	false	none	false	true	false	false	0	48	45	false	51
HH000124	Niger	2,024	urban	middle	3	8	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	11	20	false	55
HH000125	Rwanda	2,025	rural	middle	3	7	female	limited	open_defecation	boy_child	52	4	208	true	late_for_school	false	false	true	true	0	33	48	false	51.5
HH000126	Malawi	2,021	urban	richest	5	4	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	7	0	false	67.5
HH000127	Rwanda	2,018	urban	poorest	1	5	male	unimproved	unimproved	girl_child	60	4	240	true	late_for_school	false	false	true	true	0	28	37	false	41
HH000128	Rwanda	2,019	rural	middle	3	4	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	26	27	46	false	54.5
HH000129	Nigeria	2,025	rural	richer	4	11	male	limited	open_defecation	boy_child	52	4	208	false	tired_at_school	false	true	true	true	0	20	25	true	59.5
HH000130	Mozambique	2,024	rural	middle	3	7	male	surface_water	open_defecation	adult_man	159	4	636	false	none	false	false	false	true	0	30	37	false	48
HH000131	Nigeria	2,020	rural	poorer	2	4	female	limited	open_defecation	girl_child	53	1	53	false	none	false	false	true	true	0	44	45	false	48
HH000132	Ghana	2,019	urban	poorer	2	3	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	22	38	false	56.5
HH000133	Ethiopia	2,018	urban	poorest	1	11	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	37	45	false	44
HH000134	Niger	2,023	rural	middle	3	11	male	unimproved	basic	girl_child	95	3	285	true	late_for_school	false	true	false	false	0	32	53	false	44.5
HH000135	Nigeria	2,025	rural	richer	4	10	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	27	31	true	48.5
HH000136	Malawi	2,025	urban	poorest	1	8	male	unimproved	limited	girl_child	105	1	105	true	misses_school	false	false	false	false	12	31	44	false	50.5
HH000137	DRC	2,023	urban	middle	3	10	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	15	21	false	59.5
HH000138	Ethiopia	2,023	urban	poorest	1	6	male	limited	unimproved	adult_woman	48	2	96	true	none	false	false	true	false	0	35	42	false	46.5
HH000139	DRC	2,025	rural	poorer	2	4	male	limited	open_defecation	adult_woman	41	2	82	true	none	false	false	true	true	0	38	47	false	39.5
HH000140	Senegal	2,024	rural	middle	3	3	male	surface_water	open_defecation	boy_child	94	3	282	true	tired_at_school	true	false	false	false	0	33	42	false	53
HH000141	Mali	2,022	rural	middle	3	5	female	surface_water	unimproved	adult_woman	126	3	378	true	none	true	false	false	false	0	40	44	false	44
HH000142	Uganda	2,025	urban	poorer	2	6	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	22	42	false	50.5
HH000143	Ethiopia	2,024	rural	poorer	2	4	female	unimproved	basic	adult_woman	94	2	188	true	none	false	true	true	false	0	35	53	false	39
HH000144	Tanzania	2,024	urban	poorest	1	5	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	13	39	43	false	43
HH000145	Ethiopia	2,022	urban	poorer	2	8	male	unimproved	open_defecation	adult_woman	54	4	216	true	none	false	false	true	false	0	19	40	true	58
HH000146	Ghana	2,022	urban	poorer	2	7	male	limited	basic	adult_woman	43	2	86	true	none	false	false	false	false	0	27	37	true	61
HH000147	Ethiopia	2,025	rural	richest	5	10	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	15	33	true	54.5
HH000148	Senegal	2,023	rural	richest	5	7	male	unimproved	open_defecation	adult_woman	40	1	40	false	none	false	false	true	true	0	18	21	false	52.5
HH000149	Malawi	2,025	rural	poorer	2	4	male	limited	basic	adult_woman	42	2	84	false	none	false	false	false	false	0	34	45	false	44.5
HH000150	Ghana	2,024	rural	poorer	2	7	male	unimproved	unimproved	adult_woman	110	2	220	false	none	true	false	true	false	0	42	63	true	44
HH000151	Ghana	2,023	urban	richest	5	10	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	13	5	12	false	74.5
HH000152	Kenya	2,020	urban	richest	5	3	male	basic	safely_managed	on_premises	0	0	0	false	none	false	true	true	false	0	4	9	false	70
HH000153	Kenya	2,020	urban	richest	5	4	female	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	8	13	false	67
HH000154	Kenya	2,024	urban	middle	3	10	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	22	27	false	61
HH000155	Ghana	2,022	rural	poorest	1	6	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	50	59	false	34
HH000156	Niger	2,020	urban	poorest	1	8	male	limited	open_defecation	boy_child	48	3	144	true	late_for_school	false	false	true	false	0	35	36	false	54
HH000157	Mozambique	2,023	urban	richer	4	6	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	9	16	false	69.5
HH000158	Rwanda	2,021	rural	poorer	2	8	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	17	41	61	false	38.5
HH000159	Nigeria	2,022	urban	poorer	2	11	female	limited	unimproved	girl_child	47	2	94	true	misses_school	false	false	false	true	0	22	39	true	60
HH000160	Mali	2,020	rural	poorest	1	9	male	limited	limited	adult_woman	23	4	92	true	none	false	false	true	false	10	45	61	false	41
HH000161	Nigeria	2,019	urban	poorest	1	10	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	26	40	44	false	45.5
HH000162	Rwanda	2,021	rural	richer	4	3	male	safely_managed	basic	on_premises	0	0	0	false	none	true	true	false	false	0	23	35	false	48.5
HH000163	Uganda	2,020	urban	richer	4	10	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	8	7	false	67
HH000164	Kenya	2,019	urban	middle	3	5	male	surface_water	unimproved	adult_woman	143	2	286	false	none	true	false	true	true	0	20	33	false	55.5
HH000165	Tanzania	2,018	urban	richer	4	10	female	safely_managed	basic	on_premises	0	0	0	false	none	true	false	false	false	0	7	10	false	65
HH000166	Rwanda	2,025	rural	middle	3	7	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	true	false	true	false	0	30	35	false	46.5
HH000167	Senegal	2,018	urban	poorest	1	11	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	36	35	true	54
HH000168	Zambia	2,024	urban	poorest	1	6	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	40	36	true	53
HH000169	Nigeria	2,022	rural	poorest	1	5	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	50	71	false	34
HH000170	Mozambique	2,023	rural	poorer	2	3	female	basic	open_defecation	on_premises	0	0	0	false	none	true	false	true	false	0	41	64	false	44.5
HH000171	DRC	2,021	rural	richer	4	11	female	limited	open_defecation	girl_child	48	2	96	true	misses_school	false	false	true	true	0	20	33	false	47.5
HH000172	Ghana	2,024	urban	richer	4	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	5	7	false	64
HH000173	Mali	2,025	rural	poorer	2	7	female	unimproved	limited	boy_child	110	1	110	true	late_for_school	false	false	false	false	15	47	51	true	47.5
HH000174	Uganda	2,023	urban	richest	5	5	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	true	false	0	0	0	false	66.5
HH000175	Nigeria	2,020	rural	richest	5	7	male	surface_water	open_defecation	adult_woman	75	1	75	true	none	false	false	true	true	0	18	29	false	65
HH000176	Mali	2,025	urban	poorer	2	8	male	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	31	34	false	56.5
HH000177	Niger	2,021	rural	poorest	1	3	male	unimproved	basic	boy_child	76	3	228	true	tired_at_school	false	false	false	false	0	44	64	true	33.5
HH000178	Ethiopia	2,025	rural	middle	3	7	female	unimproved	open_defecation	adult_woman	117	1	117	true	none	false	false	true	true	0	34	41	false	56.5
HH000179	Tanzania	2,022	urban	poorer	2	8	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	33	40	true	51
HH000180	Malawi	2,019	rural	poorest	1	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	45	69	false	31.5
HH000181	Mali	2,023	rural	poorer	2	9	male	limited	basic	adult_woman	57	2	114	false	none	false	true	false	false	0	40	49	false	45.5
HH000182	Niger	2,020	rural	poorest	1	9	male	limited	open_defecation	hired	27	3	81	true	none	false	false	true	false	0	56	67	true	43
HH000183	Zambia	2,023	rural	richer	4	3	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	24	38	false	57.5
HH000184	Nigeria	2,025	urban	middle	3	11	male	safely_managed	basic	on_premises	0	0	0	false	none	true	false	false	false	0	25	32	false	67.5
HH000185	Uganda	2,018	rural	poorest	1	6	female	unimproved	open_defecation	hired	35	2	70	true	none	false	false	true	true	0	54	69	true	33
HH000186	Malawi	2,018	rural	richest	5	9	female	surface_water	safely_managed	girl_child	63	1	63	true	misses_school	false	false	false	false	0	18	17	false	54
HH000187	Zambia	2,019	rural	richest	5	5	male	limited	open_defecation	adult_woman	24	1	24	false	none	false	false	true	false	0	22	34	false	50.5
HH000188	Mali	2,025	urban	poorest	1	10	male	unimproved	safely_managed	adult_woman	30	2	60	true	none	false	false	false	false	0	29	44	false	48.5
HH000189	Zambia	2,020	urban	poorest	1	7	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	37	53	true	47
HH000190	Senegal	2,020	rural	poorer	2	6	male	surface_water	basic	hired	73	2	146	true	none	false	true	false	false	0	36	58	false	37
HH000191	Ghana	2,024	rural	poorest	1	5	female	unimproved	limited	hired	91	3	273	true	none	false	false	true	false	17	42	68	false	41
HH000192	DRC	2,022	urban	middle	3	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	18	26	false	58
HH000193	Tanzania	2,021	rural	richest	5	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	10	27	false	56.5
HH000194	DRC	2,022	rural	richest	5	11	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	15	23	false	53
HH000195	Rwanda	2,025	rural	richest	5	8	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	14	23	false	58.5
HH000196	Ghana	2,023	rural	poorer	2	11	male	unimproved	open_defecation	adult_woman	46	3	138	true	none	false	false	true	true	0	40	50	false	49.5
HH000197	Zambia	2,022	rural	poorest	1	6	male	basic	unimproved	on_premises	0	0	0	false	none	true	true	true	true	0	48	68	true	41
HH000198	Mali	2,018	urban	richer	4	4	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	true	false	true	true	0	13	17	false	58
HH000199	Uganda	2,025	urban	poorer	2	4	female	surface_water	limited	girl_child	158	1	158	false	tired_at_school	true	false	true	false	21	24	42	false	62.5
HH000200	Senegal	2,020	urban	richer	4	11	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	15	4	14	false	61

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