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
HH004701	Zambia	2,018	urban	poorer	2	10	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	25	25	false	48
HH004702	Nigeria	2,018	rural	poorer	2	8	female	limited	unimproved	girl_child	16	4	64	false	late_for_school	false	false	false	true	0	43	50	false	47
HH004703	Kenya	2,018	urban	poorer	2	7	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	26	28	false	52
HH004704	Rwanda	2,022	rural	poorer	2	8	female	unimproved	limited	hired	75	1	75	true	none	false	false	false	false	26	39	54	false	50
HH004705	Malawi	2,018	rural	poorer	2	5	male	unimproved	unimproved	girl_child	57	3	171	true	late_for_school	false	true	false	false	0	46	60	false	38
HH004706	Nigeria	2,025	rural	middle	3	9	male	unimproved	limited	adult_woman	46	2	92	true	none	false	false	true	false	20	26	52	false	52.5
HH004707	Mozambique	2,018	urban	middle	3	11	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	16	17	false	64
HH004708	Tanzania	2,024	rural	middle	3	4	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	34	37	false	56
HH004709	Rwanda	2,025	rural	poorest	1	5	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	55	57	false	35.5
HH004710	Mozambique	2,019	rural	poorest	1	5	female	surface_water	basic	adult_man	89	3	267	true	none	false	false	false	false	0	44	57	false	32.5
HH004711	Kenya	2,021	rural	poorer	2	8	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	47	47	true	43.5
HH004712	Uganda	2,023	rural	poorer	2	10	male	unimproved	safely_managed	hired	98	3	294	false	none	false	false	false	false	0	34	62	true	44.5
HH004713	Ethiopia	2,021	rural	middle	3	8	female	unimproved	limited	adult_woman	118	2	236	false	none	false	false	true	false	6	27	53	false	44.5
HH004714	DRC	2,019	rural	poorest	1	9	female	limited	unimproved	adult_man	20	2	40	false	none	false	false	true	false	0	44	70	false	44.5
HH004715	Ethiopia	2,024	rural	richest	5	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	15	17	true	64
HH004716	Nigeria	2,018	urban	middle	3	10	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	14	19	false	51
HH004717	Senegal	2,018	urban	middle	3	6	male	basic	unimproved	on_premises	0	0	0	false	none	false	true	false	false	0	21	33	false	50
HH004718	Uganda	2,020	rural	poorest	1	10	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	49	59	true	38
HH004719	Zambia	2,023	rural	middle	3	10	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	10	29	36	false	42.5
HH004720	DRC	2,020	rural	middle	3	4	male	surface_water	basic	girl_child	179	3	537	true	misses_school	false	true	false	false	0	26	50	false	45
HH004721	Zambia	2,018	rural	poorest	1	9	male	limited	open_defecation	adult_woman	40	3	120	true	none	false	false	false	false	0	44	57	false	42
HH004722	Malawi	2,019	rural	richest	5	8	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	true	false	false	0	17	31	false	51.5
HH004723	Zambia	2,022	rural	middle	3	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	33	46	false	51
HH004724	Zambia	2,023	rural	poorest	1	4	female	safely_managed	unimproved	on_premises	0	0	0	false	none	true	false	false	false	0	49	62	false	36.5
HH004725	Ethiopia	2,024	rural	richest	5	5	female	limited	safely_managed	boy_child	35	3	105	true	late_for_school	false	false	false	false	0	10	18	false	54
HH004726	Uganda	2,023	urban	poorest	1	4	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	false	false	0	30	48	false	53.5
HH004727	Kenya	2,022	urban	middle	3	8	male	unimproved	safely_managed	adult_woman	41	4	164	true	none	false	false	false	false	0	23	27	false	62
HH004728	Ghana	2,018	urban	poorer	2	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	21	43	true	54
HH004729	Ethiopia	2,021	urban	middle	3	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	24	15	false	62.5
HH004730	Malawi	2,024	urban	richest	5	5	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	24	8	0	false	66
HH004731	Kenya	2,018	rural	richest	5	10	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	16	34	false	54
HH004732	Mali	2,023	urban	poorer	2	8	female	unimproved	basic	boy_child	85	4	340	true	late_for_school	true	true	false	false	0	28	28	false	51.5
HH004733	Niger	2,021	rural	poorest	1	3	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	50	74	true	36.5
HH004734	Uganda	2,021	urban	poorer	2	8	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	19	30	false	53.5
HH004735	Ethiopia	2,022	rural	richer	4	10	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	22	34	false	47
HH004736	Nigeria	2,019	urban	poorest	1	5	male	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	31	50	false	52.5
HH004737	Zambia	2,025	rural	richer	4	6	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	28	20	30	false	50.5
HH004738	Mozambique	2,020	rural	poorest	1	4	male	unimproved	basic	adult_woman	57	1	57	true	none	false	false	false	false	0	52	62	true	33
HH004739	Niger	2,025	rural	poorest	1	6	female	surface_water	unimproved	adult_woman	128	2	256	false	none	false	false	true	true	0	47	56	true	35.5
HH004740	Mozambique	2,023	urban	poorer	2	11	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	23	37	false	60.5
HH004741	Tanzania	2,021	rural	richest	5	8	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	18	28	false	55.5
HH004742	DRC	2,024	urban	richer	4	8	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	10	17	false	64
HH004743	Tanzania	2,019	rural	richer	4	8	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	20	38	true	50.5
HH004744	Malawi	2,022	rural	poorest	1	10	male	limited	unimproved	adult_woman	49	2	98	false	none	false	false	true	true	0	49	58	true	37
HH004745	Tanzania	2,020	rural	poorest	1	3	male	surface_water	limited	adult_woman	175	3	525	true	none	false	false	true	false	20	50	66	false	40
HH004746	Malawi	2,023	urban	richest	5	9	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	4	3	false	75.5
HH004747	Mozambique	2,021	urban	richer	4	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	5	21	false	60.5
HH004748	Nigeria	2,019	urban	middle	3	11	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	11	34	false	55.5
HH004749	Kenya	2,018	urban	poorest	1	6	male	limited	limited	adult_woman	35	2	70	true	none	false	false	false	false	27	27	44	true	53
HH004750	Mali	2,020	rural	poorest	1	11	female	unimproved	limited	adult_man	115	1	115	false	none	false	false	true	false	21	55	70	false	38
HH004751	Ghana	2,024	urban	poorest	1	11	female	surface_water	safely_managed	adult_woman	102	1	102	true	none	false	true	false	false	0	32	50	false	50
HH004752	Zambia	2,019	rural	poorest	1	3	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	50	64	false	44.5
HH004753	Ghana	2,020	rural	poorest	1	6	male	limited	limited	adult_woman	59	3	177	true	none	false	false	false	false	26	49	57	true	32
HH004754	Ghana	2,018	rural	poorest	1	11	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	11	51	67	false	33
HH004755	Kenya	2,021	rural	poorest	1	10	male	limited	open_defecation	girl_child	27	2	54	false	late_for_school	false	false	true	false	0	45	66	false	34.5
HH004756	Niger	2,021	urban	middle	3	4	male	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	17	19	31	false	56.5
HH004757	Ghana	2,020	rural	poorest	1	8	female	limited	limited	adult_woman	44	4	176	true	none	false	false	true	false	22	45	62	true	32
HH004758	Uganda	2,025	urban	poorer	2	10	male	unimproved	safely_managed	adult_man	57	4	228	true	none	false	false	false	false	0	24	31	false	54.5
HH004759	Uganda	2,021	rural	middle	3	7	female	surface_water	unimproved	hired	62	1	62	true	none	false	false	false	true	0	37	37	false	45.5
HH004760	Mali	2,018	rural	poorest	1	5	male	surface_water	basic	adult_woman	61	3	183	true	none	false	false	false	false	0	53	74	false	42
HH004761	Rwanda	2,023	rural	poorest	1	4	male	unimproved	safely_managed	adult_woman	52	3	156	false	none	false	true	false	false	0	42	61	false	39.5
HH004762	Ghana	2,020	rural	poorest	1	11	female	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	48	61	true	45
HH004763	Ethiopia	2,022	rural	richer	4	11	male	unimproved	safely_managed	adult_woman	39	3	117	true	none	false	false	false	false	0	24	37	false	48
HH004764	Rwanda	2,020	rural	poorer	2	10	male	basic	open_defecation	on_premises	0	0	0	false	none	true	false	true	false	0	35	61	true	39
HH004765	Mali	2,024	urban	richest	5	6	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	true	false	0	5	13	false	73
HH004766	Malawi	2,023	rural	richer	4	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	25	31	true	48.5
HH004767	Kenya	2,023	urban	richest	5	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	0	14	false	68.5
HH004768	Malawi	2,024	urban	poorer	2	6	female	unimproved	limited	adult_woman	73	4	292	true	none	false	false	false	false	18	29	34	false	62
HH004769	Mali	2,025	rural	richer	4	6	male	safely_managed	limited	on_premises	0	0	0	false	none	false	true	false	false	6	28	25	false	53.5
HH004770	Mozambique	2,019	rural	richest	5	10	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	24	33	false	57.5
HH004771	Ethiopia	2,024	rural	poorer	2	10	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	35	56	true	51
HH004772	Malawi	2,023	rural	middle	3	7	female	surface_water	basic	adult_woman	100	3	300	true	none	false	false	false	false	0	26	44	false	42.5
HH004773	Mozambique	2,025	urban	middle	3	5	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	21	18	false	58.5
HH004774	Zambia	2,018	rural	middle	3	8	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	28	53	false	50
HH004775	Mali	2,023	urban	poorest	1	3	male	basic	open_defecation	on_premises	0	0	0	false	none	false	true	false	false	0	27	48	false	53.5
HH004776	Ethiopia	2,021	urban	middle	3	4	male	unimproved	basic	hired	106	3	318	true	none	false	true	false	false	0	25	27	false	51.5
HH004777	Nigeria	2,024	urban	poorer	2	4	male	limited	unimproved	adult_woman	19	3	57	false	none	false	false	true	false	0	31	26	false	53
HH004778	Ghana	2,024	urban	poorer	2	10	male	surface_water	safely_managed	boy_child	102	4	408	true	late_for_school	false	true	false	false	0	20	41	false	52
HH004779	Tanzania	2,018	rural	poorer	2	11	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	15	34	60	false	42
HH004780	Tanzania	2,020	rural	richest	5	10	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	12	34	true	51
HH004781	Kenya	2,021	rural	middle	3	4	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	30	42	false	41.5
HH004782	Niger	2,024	rural	middle	3	3	male	limited	unimproved	adult_woman	17	3	51	false	none	false	false	false	false	0	35	51	false	43
HH004783	Zambia	2,025	rural	richer	4	9	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	32	31	true	55.5
HH004784	Rwanda	2,024	rural	poorest	1	6	male	basic	unimproved	on_premises	0	0	0	false	none	false	true	false	false	0	52	58	false	46
HH004785	Zambia	2,025	rural	poorest	1	7	male	safely_managed	basic	on_premises	0	0	0	false	none	true	true	true	false	0	51	70	true	39.5
HH004786	Kenya	2,021	rural	middle	3	6	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	30	35	false	47.5
HH004787	Rwanda	2,022	urban	poorer	2	9	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	24	40	false	53
HH004788	DRC	2,025	urban	middle	3	11	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	22	16	false	64.5
HH004789	Nigeria	2,018	rural	richer	4	4	male	surface_water	safely_managed	girl_child	145	4	580	false	misses_school	false	false	true	false	0	23	32	false	47
HH004790	Uganda	2,020	rural	poorer	2	5	male	limited	open_defecation	adult_woman	53	2	106	true	none	false	false	true	true	0	38	61	false	45
HH004791	DRC	2,023	urban	poorer	2	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	24	44	false	61.5
HH004792	Ghana	2,019	rural	middle	3	9	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	27	50	false	46.5
HH004793	Zambia	2,023	rural	poorer	2	5	male	surface_water	open_defecation	girl_child	169	4	676	true	misses_school	false	false	true	false	0	39	64	false	43.5
HH004794	Senegal	2,019	rural	middle	3	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	31	43	false	51.5
HH004795	Ethiopia	2,020	rural	richest	5	4	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	15	15	33	false	59
HH004796	Ethiopia	2,018	rural	poorer	2	10	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	42	49	false	43
HH004797	Mali	2,024	rural	poorest	1	4	male	limited	basic	hired	19	2	38	false	none	false	false	false	false	0	47	57	true	42
HH004798	Nigeria	2,023	rural	richest	5	11	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	true	false	0	22	25	true	56.5
HH004799	Nigeria	2,019	urban	poorest	1	6	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	31	42	true	49.5
HH004800	Zambia	2,020	rural	richer	4	7	male	surface_water	safely_managed	girl_child	93	2	186	true	late_for_school	false	false	false	false	0	19	33	true	46

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