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
HH000701	Ghana	2,023	rural	poorest	1	3	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	42	68	true	46.5
HH000702	Rwanda	2,018	rural	poorer	2	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	47	53	false	36
HH000703	Malawi	2,022	urban	poorest	1	3	female	unimproved	unimproved	adult_man	50	3	150	true	none	false	true	false	false	0	37	39	true	51
HH000704	Ghana	2,023	urban	poorest	1	3	male	unimproved	safely_managed	girl_child	38	4	152	false	tired_at_school	false	true	false	false	0	37	36	true	51.5
HH000705	Malawi	2,024	rural	poorer	2	8	female	unimproved	basic	girl_child	91	4	364	true	tired_at_school	true	false	false	false	0	40	63	false	47
HH000706	Malawi	2,025	rural	poorer	2	10	male	unimproved	open_defecation	adult_woman	37	1	37	false	none	false	false	true	true	0	43	50	false	50.5
HH000707	Rwanda	2,021	rural	poorer	2	5	female	limited	safely_managed	boy_child	43	2	86	false	late_for_school	false	false	false	false	0	36	62	false	45.5
HH000708	Mozambique	2,023	urban	poorest	1	11	male	surface_water	limited	adult_man	140	2	280	true	none	true	false	false	false	7	32	48	true	48.5
HH000709	Mozambique	2,022	urban	middle	3	10	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	23	30	false	53
HH000710	Mozambique	2,021	urban	richer	4	6	female	surface_water	safely_managed	girl_child	77	1	77	true	misses_school	false	false	false	false	0	9	10	false	62.5
HH000711	Ethiopia	2,018	urban	poorest	1	10	male	surface_water	safely_managed	hired	164	2	328	true	none	false	false	false	false	0	28	51	false	47
HH000712	Ghana	2,024	urban	middle	3	7	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	true	false	true	true	0	25	28	false	67
HH000713	Malawi	2,023	rural	poorer	2	7	female	unimproved	unimproved	adult_woman	64	1	64	true	none	false	false	true	true	0	45	52	false	37.5
HH000714	Kenya	2,023	rural	richest	5	9	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	true	false	0	15	30	false	60.5
HH000715	Uganda	2,023	rural	richer	4	6	female	limited	limited	adult_woman	16	1	16	false	none	false	false	false	false	21	20	38	true	60.5
HH000716	Mozambique	2,018	rural	poorest	1	9	male	surface_water	basic	adult_woman	94	2	188	false	none	false	false	false	false	0	49	67	false	40
HH000717	Ethiopia	2,025	urban	poorer	2	7	male	basic	basic	on_premises	0	0	0	false	none	true	false	false	false	0	21	44	false	54.5
HH000718	Rwanda	2,023	urban	poorer	2	9	female	surface_water	unimproved	adult_woman	156	4	624	false	none	true	false	false	false	0	30	34	false	55.5
HH000719	Tanzania	2,019	rural	poorest	1	5	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	47	57	true	34.5
HH000720	Mali	2,024	rural	poorer	2	9	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	48	56	true	51
HH000721	Zambia	2,022	rural	middle	3	9	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	37	51	false	53
HH000722	Mali	2,025	rural	middle	3	10	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	37	50	false	56.5
HH000723	Senegal	2,025	urban	richest	5	10	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	0	3	false	74.5
HH000724	Malawi	2,021	urban	poorest	1	10	female	unimproved	basic	boy_child	45	4	180	false	late_for_school	true	true	false	false	0	34	50	false	43.5
HH000725	Tanzania	2,020	rural	poorest	1	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	51	67	false	37
HH000726	Senegal	2,018	rural	poorer	2	11	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	27	42	63	true	47
HH000727	Ghana	2,025	urban	richest	5	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	6	0	false	72.5
HH000728	Ghana	2,025	rural	poorer	2	7	male	unimproved	limited	adult_woman	115	4	460	true	none	false	false	true	false	11	37	52	false	43.5
HH000729	Kenya	2,023	rural	richer	4	3	male	limited	unimproved	hired	59	1	59	false	none	true	false	true	false	0	22	44	true	59.5
HH000730	Ghana	2,024	rural	middle	3	6	female	limited	basic	girl_child	51	1	51	true	none	false	true	true	false	0	40	47	false	43
HH000731	Zambia	2,019	urban	middle	3	9	male	limited	basic	adult_woman	44	3	132	true	none	false	false	false	false	0	13	27	false	64.5
HH000732	Zambia	2,019	urban	richest	5	3	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	9	0	false	72.5
HH000733	Kenya	2,018	rural	richer	4	7	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	22	35	false	50
HH000734	DRC	2,020	rural	poorest	1	5	male	unimproved	unimproved	adult_man	56	2	112	false	none	false	false	false	false	0	43	71	true	39
HH000735	DRC	2,020	rural	richer	4	9	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	29	36	false	53
HH000736	Ethiopia	2,020	rural	poorest	1	6	male	limited	limited	girl_child	56	2	112	true	late_for_school	false	false	false	false	27	50	58	false	38
HH000737	Kenya	2,019	urban	richer	4	8	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	17	24	false	66.5
HH000738	Tanzania	2,019	urban	richer	4	8	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	14	10	7	false	68.5
HH000739	DRC	2,020	urban	richest	5	3	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	0	13	false	74
HH000740	Malawi	2,025	rural	poorer	2	5	female	surface_water	safely_managed	adult_woman	90	1	90	false	none	false	false	false	false	0	43	62	true	48.5
HH000741	Mali	2,023	urban	poorer	2	3	female	limited	unimproved	girl_child	18	3	54	false	none	false	false	false	true	0	20	28	false	47.5
HH000742	Uganda	2,022	rural	poorest	1	5	male	unimproved	safely_managed	girl_child	118	2	236	true	tired_at_school	false	true	false	false	0	43	69	true	34
HH000743	Mozambique	2,022	urban	poorest	1	10	female	unimproved	basic	boy_child	94	4	376	true	late_for_school	false	true	false	false	0	38	54	false	54
HH000744	Zambia	2,025	urban	richest	5	3	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	5	0	1	false	66.5
HH000745	Niger	2,025	rural	middle	3	5	female	unimproved	basic	adult_man	91	1	91	true	none	false	false	false	false	0	32	42	false	50.5
HH000746	Rwanda	2,021	rural	middle	3	3	male	surface_water	limited	girl_child	128	3	384	false	late_for_school	false	false	false	false	24	35	45	false	42.5
HH000747	Senegal	2,019	urban	poorest	1	7	female	limited	basic	adult_woman	35	1	35	false	none	false	false	false	false	0	31	36	false	50.5
HH000748	Malawi	2,019	rural	poorer	2	3	male	unimproved	limited	girl_child	90	4	360	false	late_for_school	false	false	false	false	18	39	45	false	39.5
HH000749	Mali	2,024	urban	richer	4	9	female	surface_water	safely_managed	adult_man	140	4	560	true	none	false	false	false	false	0	12	24	false	59
HH000750	Mali	2,018	rural	richer	4	8	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	25	31	false	46
HH000751	Ethiopia	2,023	rural	richest	5	6	male	unimproved	open_defecation	adult_woman	108	1	108	false	none	false	true	true	false	0	12	27	false	56.5
HH000752	Nigeria	2,025	rural	poorer	2	10	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	43	53	false	45.5
HH000753	Kenya	2,022	urban	richest	5	3	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	true	false	false	0	0	0	false	64
HH000754	Niger	2,023	rural	richest	5	4	female	safely_managed	basic	on_premises	0	0	0	false	none	true	false	false	false	0	12	31	false	64.5
HH000755	Ethiopia	2,025	urban	poorer	2	7	male	limited	basic	girl_child	42	4	168	true	late_for_school	false	false	false	false	0	33	35	false	50.5
HH000756	Mali	2,019	urban	richest	5	9	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	true	false	0	4	9	false	72.5
HH000757	Uganda	2,021	rural	richest	5	9	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	16	15	false	61.5
HH000758	Niger	2,022	urban	richest	5	8	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	3	2	false	74
HH000759	Malawi	2,019	urban	middle	3	6	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	15	31	false	53.5
HH000760	Niger	2,020	rural	middle	3	6	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	26	39	false	47
HH000761	Mali	2,022	rural	richest	5	7	male	safely_managed	unimproved	on_premises	0	0	0	false	none	true	false	false	false	0	21	28	false	63
HH000762	Mali	2,022	urban	middle	3	4	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	12	26	false	65
HH000763	Senegal	2,025	rural	middle	3	6	male	limited	unimproved	adult_woman	22	4	88	true	none	false	false	true	false	0	36	51	false	49.5
HH000764	Kenya	2,023	rural	poorest	1	3	female	unimproved	unimproved	adult_man	98	4	392	false	none	false	false	true	true	0	45	55	false	44.5
HH000765	Mozambique	2,022	rural	richest	5	3	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	10	20	true	61
HH000766	Malawi	2,022	rural	richer	4	4	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	31	29	false	60
HH000767	Rwanda	2,025	urban	richer	4	6	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	3	21	false	65.5
HH000768	Senegal	2,025	rural	middle	3	7	female	surface_water	safely_managed	adult_woman	101	4	404	true	none	false	false	false	false	0	40	49	false	52.5
HH000769	Niger	2,023	rural	poorest	1	7	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	true	true	true	0	47	70	false	36.5
HH000770	Ethiopia	2,024	urban	poorest	1	6	female	limited	limited	girl_child	57	3	171	true	tired_at_school	false	false	false	false	24	27	40	false	48
HH000771	Mozambique	2,018	urban	poorer	2	11	female	safely_managed	basic	on_premises	0	0	0	false	none	true	false	false	false	0	22	42	true	50
HH000772	Malawi	2,020	rural	poorer	2	4	male	safely_managed	unimproved	on_premises	0	0	0	false	none	true	false	false	false	0	47	48	true	41
HH000773	Senegal	2,018	rural	poorer	2	4	female	surface_water	unimproved	boy_child	104	4	416	true	late_for_school	true	false	false	true	0	46	63	false	36
HH000774	Mozambique	2,019	rural	poorest	1	11	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	15	44	57	true	30.5
HH000775	Mozambique	2,019	rural	poorer	2	9	female	limited	unimproved	girl_child	30	2	60	false	late_for_school	true	false	false	true	0	46	54	true	36.5
HH000776	Kenya	2,022	rural	richest	5	8	female	limited	open_defecation	adult_man	45	2	90	true	none	false	false	true	true	0	16	33	false	52
HH000777	Kenya	2,025	rural	richer	4	7	male	surface_water	basic	adult_woman	139	2	278	true	none	false	false	true	false	0	21	38	false	55.5
HH000778	Mozambique	2,019	urban	poorest	1	9	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	31	48	false	45.5
HH000779	Zambia	2,025	rural	richer	4	3	female	limited	basic	adult_woman	44	2	88	false	none	false	false	false	false	0	19	32	false	53.5
HH000780	DRC	2,020	urban	poorest	1	8	male	surface_water	open_defecation	adult_woman	79	2	158	true	none	false	false	true	false	0	27	42	false	49
HH000781	Malawi	2,024	rural	middle	3	3	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	39	35	false	48
HH000782	Nigeria	2,022	rural	richest	5	7	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	19	33	true	53
HH000783	Kenya	2,025	rural	middle	3	8	male	unimproved	unimproved	adult_woman	56	3	168	true	none	false	false	false	false	0	36	53	true	49.5
HH000784	Malawi	2,025	rural	poorer	2	10	female	unimproved	open_defecation	girl_child	49	1	49	false	tired_at_school	false	false	true	true	0	45	61	true	46.5
HH000785	DRC	2,022	rural	poorer	2	10	female	limited	basic	adult_woman	55	3	165	false	none	false	true	false	false	0	43	60	true	48
HH000786	Mali	2,020	rural	poorer	2	6	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	35	61	false	50
HH000787	Nigeria	2,025	rural	richest	5	9	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	13	34	true	63.5
HH000788	Tanzania	2,023	urban	richer	4	4	female	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	5	11	false	71.5
HH000789	Ghana	2,021	rural	poorest	1	6	male	unimproved	limited	adult_woman	46	3	138	true	none	false	true	true	false	18	48	67	true	32.5
HH000790	Zambia	2,019	rural	richer	4	4	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	23	32	34	false	51.5
HH000791	Nigeria	2,025	urban	middle	3	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	true	false	false	0	14	26	false	55.5
HH000792	Ethiopia	2,025	rural	middle	3	4	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	26	46	false	56.5
HH000793	Nigeria	2,019	rural	richest	5	11	male	surface_water	open_defecation	adult_woman	60	2	120	true	none	false	false	true	true	0	23	27	false	63.5
HH000794	DRC	2,024	rural	poorer	2	3	female	limited	open_defecation	adult_woman	32	4	128	true	none	false	false	true	false	0	44	45	false	49
HH000795	Rwanda	2,025	rural	richest	5	5	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	13	31	false	54.5
HH000796	Ethiopia	2,025	rural	poorer	2	5	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	43	48	true	49.5
HH000797	Tanzania	2,021	urban	poorer	2	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	23	36	false	47.5
HH000798	Malawi	2,019	urban	middle	3	11	female	unimproved	open_defecation	adult_woman	114	3	342	true	none	false	false	false	false	0	17	17	false	56.5
HH000799	Ethiopia	2,019	rural	richest	5	9	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	17	31	false	61.5
HH000800	Malawi	2,022	rural	middle	3	6	male	unimproved	limited	adult_man	94	3	282	true	none	false	false	true	false	15	34	49	false	47

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