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
HH004501	Nigeria	2,018	rural	richer	4	7	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	true	false	0	31	44	true	51
HH004502	Uganda	2,023	urban	middle	3	4	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	13	15	false	58.5
HH004503	Ghana	2,021	rural	poorer	2	3	male	basic	safely_managed	on_premises	0	0	0	false	none	true	true	false	false	0	46	48	false	38.5
HH004504	Kenya	2,023	urban	richer	4	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	17	13	false	64.5
HH004505	Rwanda	2,023	urban	poorer	2	8	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	27	36	false	48.5
HH004506	Ethiopia	2,024	urban	richer	4	9	male	limited	safely_managed	girl_child	57	2	114	false	misses_school	false	true	true	false	0	4	14	false	66
HH004507	Kenya	2,018	rural	richer	4	5	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	21	25	false	47
HH004508	Malawi	2,018	urban	poorer	2	7	male	limited	basic	adult_man	34	2	68	false	none	false	false	true	false	0	27	36	false	47
HH004509	Ghana	2,023	rural	poorer	2	10	female	safely_managed	basic	on_premises	0	0	0	false	none	true	false	false	false	0	34	51	false	42.5
HH004510	Zambia	2,018	rural	poorer	2	5	male	surface_water	basic	hired	115	2	230	false	none	false	false	false	false	0	46	61	false	48
HH004511	Kenya	2,018	urban	poorer	2	6	female	surface_water	unimproved	hired	111	2	222	true	none	false	false	true	false	0	19	36	false	52
HH004512	Kenya	2,021	urban	richer	4	7	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	4	9	false	67.5
HH004513	Ethiopia	2,023	rural	poorer	2	7	female	limited	open_defecation	adult_woman	16	3	48	false	none	false	false	true	true	0	40	49	true	46.5
HH004514	Mali	2,023	urban	middle	3	8	female	unimproved	open_defecation	adult_woman	104	1	104	true	none	true	false	true	false	0	24	23	false	58.5
HH004515	Senegal	2,024	rural	richest	5	6	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	22	21	false	66
HH004516	Ethiopia	2,019	rural	richest	5	10	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	23	31	false	54.5
HH004517	Nigeria	2,025	rural	middle	3	11	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	29	35	false	44.5
HH004518	Mozambique	2,025	rural	richer	4	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	30	43	false	54.5
HH004519	DRC	2,025	rural	poorer	2	7	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	47	57	false	52.5
HH004520	Mozambique	2,022	rural	richer	4	4	male	unimproved	open_defecation	boy_child	89	4	356	true	late_for_school	false	false	true	false	0	24	38	true	55
HH004521	Ethiopia	2,019	rural	poorer	2	3	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	48	54	true	43.5
HH004522	DRC	2,020	urban	poorer	2	5	female	limited	unimproved	boy_child	37	3	111	false	misses_school	true	true	false	true	0	22	26	false	49
HH004523	Ethiopia	2,021	rural	richer	4	9	male	basic	limited	on_premises	0	0	0	false	none	true	false	true	false	11	28	36	true	60.5
HH004524	Tanzania	2,025	rural	richest	5	3	male	unimproved	open_defecation	adult_woman	47	3	141	true	none	false	false	true	true	0	19	33	false	61.5
HH004525	Tanzania	2,025	rural	poorer	2	11	female	limited	safely_managed	adult_woman	45	2	90	false	none	false	false	false	false	0	34	61	false	42.5
HH004526	Kenya	2,024	rural	poorest	1	6	female	unimproved	unimproved	girl_child	75	3	225	true	tired_at_school	false	true	true	true	0	52	58	true	41
HH004527	Malawi	2,018	rural	poorer	2	5	male	limited	basic	girl_child	54	2	108	false	tired_at_school	false	false	false	false	0	43	47	false	39
HH004528	Uganda	2,018	rural	richer	4	9	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	19	37	true	53
HH004529	Kenya	2,019	rural	poorest	1	8	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	17	44	55	false	30.5
HH004530	Niger	2,022	rural	middle	3	8	female	unimproved	open_defecation	adult_man	35	1	35	false	none	false	false	true	true	0	27	52	true	50
HH004531	Mozambique	2,022	rural	richest	5	4	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	13	32	true	63
HH004532	Senegal	2,019	urban	poorest	1	6	female	limited	safely_managed	adult_woman	42	3	126	true	none	false	false	false	false	0	30	51	true	54.5
HH004533	Tanzania	2,025	rural	richest	5	4	male	unimproved	basic	adult_woman	116	3	348	false	none	false	false	false	false	0	18	17	false	61.5
HH004534	DRC	2,021	rural	poorest	1	7	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	49	70	false	34.5
HH004535	Mali	2,020	rural	poorer	2	3	male	basic	unimproved	on_premises	0	0	0	false	none	true	false	true	true	0	40	59	false	50
HH004536	Ethiopia	2,021	urban	middle	3	8	female	limited	safely_managed	hired	20	2	40	true	none	false	false	true	false	0	17	22	false	54.5
HH004537	Kenya	2,023	urban	richest	5	3	male	basic	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	9	11	false	73.5
HH004538	Malawi	2,020	rural	middle	3	7	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	30	50	true	55
HH004539	Tanzania	2,018	rural	poorer	2	4	male	basic	basic	on_premises	0	0	0	false	none	true	false	false	false	0	37	60	true	35
HH004540	Nigeria	2,025	rural	poorest	1	3	male	unimproved	basic	adult_woman	77	1	77	true	none	true	true	false	false	0	43	73	false	37.5
HH004541	Zambia	2,022	rural	richest	5	6	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	19	22	false	57
HH004542	Mozambique	2,022	urban	richest	5	7	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	8	9	false	73
HH004543	Tanzania	2,023	rural	richer	4	8	male	surface_water	limited	boy_child	159	4	636	true	tired_at_school	false	false	false	false	15	28	38	false	56.5
HH004544	Mozambique	2,023	rural	richer	4	8	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	26	31	false	56.5
HH004545	Mali	2,023	urban	middle	3	3	female	limited	basic	boy_child	29	2	58	true	none	true	false	false	false	0	20	29	false	54.5
HH004546	Mali	2,025	rural	richer	4	11	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	28	28	34	false	52.5
HH004547	Uganda	2,023	rural	poorer	2	10	male	limited	basic	adult_woman	35	2	70	true	none	false	false	false	false	0	40	63	false	48.5
HH004548	Zambia	2,023	urban	richer	4	11	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	12	9	false	66.5
HH004549	Nigeria	2,024	rural	middle	3	11	female	unimproved	limited	adult_woman	89	2	178	true	none	false	false	true	false	17	38	46	false	47
HH004550	Uganda	2,024	rural	poorest	1	3	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	50	67	true	43
HH004551	Malawi	2,022	rural	richer	4	9	female	basic	basic	on_premises	0	0	0	false	none	true	false	false	false	0	18	43	false	55
HH004552	Kenya	2,023	rural	poorer	2	5	male	basic	unimproved	on_premises	0	0	0	false	none	true	false	false	true	0	37	50	true	46.5
HH004553	Zambia	2,023	rural	richest	5	7	male	unimproved	safely_managed	adult_woman	32	3	96	false	none	false	true	false	false	0	10	20	false	56.5
HH004554	Kenya	2,022	urban	poorer	2	10	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	30	35	false	48
HH004555	Senegal	2,021	urban	poorest	1	5	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	25	39	49	true	48.5
HH004556	Uganda	2,023	rural	poorest	1	9	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	42	70	true	33.5
HH004557	Uganda	2,020	rural	richest	5	6	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	23	21	true	52
HH004558	Malawi	2,021	rural	poorer	2	10	male	surface_water	safely_managed	adult_woman	113	2	226	true	none	false	false	false	false	0	47	51	false	43.5
HH004559	Malawi	2,019	rural	middle	3	8	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	30	49	true	53.5
HH004560	Ethiopia	2,024	rural	richer	4	3	female	unimproved	unimproved	adult_woman	40	1	40	false	none	false	false	true	true	0	18	43	false	51
HH004561	Zambia	2,019	rural	poorer	2	10	male	limited	basic	girl_child	16	2	32	true	none	false	false	false	false	0	38	47	true	44.5
HH004562	DRC	2,025	rural	poorest	1	11	male	unimproved	open_defecation	adult_woman	74	3	222	true	none	false	false	false	false	0	52	74	false	33.5
HH004563	Mozambique	2,024	urban	richer	4	6	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	4	9	false	67
HH004564	Senegal	2,020	urban	poorer	2	3	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	28	42	false	46
HH004565	Uganda	2,023	urban	poorer	2	7	male	basic	unimproved	on_premises	0	0	0	false	none	true	true	true	false	0	22	34	false	59.5
HH004566	Malawi	2,021	rural	poorer	2	8	male	unimproved	limited	adult_woman	114	2	228	false	none	false	false	false	false	11	37	45	false	44.5
HH004567	Kenya	2,023	urban	poorer	2	5	female	safely_managed	limited	on_premises	0	0	0	false	none	false	true	true	false	25	30	32	false	54.5
HH004568	Uganda	2,018	urban	richest	5	4	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	0	7	false	70
HH004569	Malawi	2,025	urban	poorer	2	4	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	21	42	false	52.5
HH004570	Kenya	2,024	urban	middle	3	5	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	25	19	20	false	54
HH004571	Senegal	2,024	urban	richer	4	10	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	17	19	false	62
HH004572	Mozambique	2,018	rural	middle	3	8	male	unimproved	basic	boy_child	47	1	47	false	late_for_school	false	false	false	false	0	29	54	false	40
HH004573	Kenya	2,025	rural	poorer	2	4	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	38	57	false	38.5
HH004574	Malawi	2,025	rural	middle	3	7	male	limited	limited	hired	15	1	15	false	none	false	false	false	false	6	30	48	false	49.5
HH004575	Nigeria	2,025	urban	poorer	2	3	female	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	24	43	true	54.5
HH004576	Malawi	2,022	rural	middle	3	4	male	limited	unimproved	girl_child	36	4	144	true	late_for_school	false	false	false	false	0	31	40	false	52
HH004577	Zambia	2,019	urban	richest	5	10	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	0	0	false	67.5
HH004578	Mozambique	2,023	rural	richest	5	7	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	false	true	0	23	25	false	54.5
HH004579	Nigeria	2,022	urban	poorest	1	5	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	39	53	false	49
HH004580	DRC	2,021	rural	poorest	1	8	male	surface_water	basic	adult_man	83	2	166	true	none	false	true	false	false	0	51	55	false	45.5
HH004581	Uganda	2,018	rural	poorer	2	10	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	39	46	false	43
HH004582	Mali	2,018	urban	poorer	2	11	female	limited	basic	girl_child	38	2	76	true	late_for_school	false	false	false	false	0	27	38	false	51
HH004583	Tanzania	2,018	rural	poorer	2	4	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	true	true	false	0	37	53	false	39
HH004584	Kenya	2,025	urban	richer	4	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	8	12	false	68.5
HH004585	Kenya	2,023	urban	richest	5	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	3	9	false	76.5
HH004586	Rwanda	2,021	urban	richest	5	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	true	false	0	5	7	false	75.5
HH004587	Zambia	2,025	urban	poorest	1	9	female	basic	unimproved	on_premises	0	0	0	false	none	false	true	false	true	0	32	38	false	50.5
HH004588	Tanzania	2,024	rural	poorest	1	3	female	unimproved	open_defecation	hired	78	1	78	true	none	false	false	false	true	0	50	73	true	45
HH004589	DRC	2,023	rural	poorer	2	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	36	58	true	40.5
HH004590	Ethiopia	2,018	rural	poorest	1	3	female	safely_managed	limited	on_premises	0	0	0	false	none	true	false	false	false	7	49	55	true	38
HH004591	Rwanda	2,024	rural	richest	5	9	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	24	34	false	62
HH004592	Tanzania	2,019	rural	poorest	1	4	male	limited	open_defecation	adult_woman	23	2	46	true	none	false	false	true	true	0	46	60	false	32.5
HH004593	Rwanda	2,021	urban	poorest	1	4	female	limited	basic	girl_child	37	2	74	true	late_for_school	true	true	false	false	0	31	47	false	53.5
HH004594	Kenya	2,019	rural	poorer	2	8	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	36	53	true	43.5
HH004595	Niger	2,023	rural	poorer	2	8	male	surface_water	safely_managed	adult_man	144	3	432	false	none	false	true	false	false	0	44	64	false	42.5
HH004596	Zambia	2,019	urban	richest	5	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	true	false	0	1	0	false	63.5
HH004597	Mali	2,018	rural	middle	3	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	35	52	false	43
HH004598	Niger	2,024	rural	poorest	1	10	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	14	50	67	true	39
HH004599	Senegal	2,022	urban	poorer	2	9	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	28	23	34	true	61
HH004600	Malawi	2,018	urban	middle	3	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	19	22	false	62

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