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
HH004601	Mozambique	2,025	rural	poorest	1	9	male	limited	open_defecation	adult_woman	58	2	116	false	none	false	false	true	false	0	54	57	true	37.5
HH004602	Ethiopia	2,019	rural	middle	3	9	female	safely_managed	limited	on_premises	0	0	0	false	none	true	false	false	false	10	39	52	false	50.5
HH004603	Zambia	2,025	rural	middle	3	3	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	27	53	true	52.5
HH004604	Mali	2,019	rural	middle	3	9	male	surface_water	basic	adult_woman	87	3	261	false	none	true	true	false	false	0	28	41	false	40.5
HH004605	Ghana	2,018	rural	richest	5	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	20	20	false	55
HH004606	Tanzania	2,022	rural	richer	4	11	male	basic	limited	on_premises	0	0	0	false	none	true	false	true	false	11	21	44	false	49
HH004607	Malawi	2,024	rural	poorer	2	8	male	limited	basic	adult_woman	16	2	32	true	none	false	false	false	false	0	48	55	false	47
HH004608	Niger	2,018	urban	richer	4	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	3	21	false	66
HH004609	Nigeria	2,019	urban	middle	3	7	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	12	26	false	64.5
HH004610	Tanzania	2,024	rural	middle	3	6	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	27	38	false	47
HH004611	Malawi	2,022	rural	poorer	2	10	female	unimproved	safely_managed	girl_child	75	1	75	false	tired_at_school	false	true	false	false	0	48	53	true	43
HH004612	Ghana	2,024	urban	richest	5	3	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	6	7	false	69
HH004613	Rwanda	2,025	urban	poorest	1	9	female	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	33	53	false	48.5
HH004614	Senegal	2,022	urban	richer	4	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	16	6	false	59
HH004615	Senegal	2,023	urban	poorest	1	7	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	39	46	false	53.5
HH004616	Mozambique	2,019	urban	richer	4	10	male	surface_water	basic	hired	91	4	364	false	none	false	false	false	false	0	7	20	false	55.5
HH004617	DRC	2,021	urban	middle	3	3	male	surface_water	safely_managed	girl_child	69	2	138	false	tired_at_school	false	false	false	false	0	25	31	false	61.5
HH004618	Zambia	2,019	rural	richest	5	4	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	22	16	false	57.5
HH004619	Mozambique	2,022	urban	poorest	1	6	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	27	31	38	false	56
HH004620	Mozambique	2,019	urban	poorer	2	7	male	limited	safely_managed	adult_woman	48	3	144	true	none	false	false	false	false	0	33	31	true	50.5
HH004621	Mozambique	2,019	rural	poorest	1	4	female	surface_water	limited	adult_woman	127	4	508	false	none	false	true	false	false	20	42	60	true	38.5
HH004622	Malawi	2,018	urban	poorer	2	4	male	unimproved	basic	girl_child	38	3	114	false	misses_school	false	true	false	false	0	31	34	false	46
HH004623	Nigeria	2,021	rural	poorer	2	5	male	surface_water	unimproved	adult_man	171	3	513	true	none	false	true	true	false	0	47	50	true	42.5
HH004624	Tanzania	2,023	urban	poorest	1	3	male	limited	limited	adult_man	30	4	120	true	none	false	false	false	false	9	31	53	false	53.5
HH004625	Rwanda	2,021	urban	poorer	2	3	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	23	36	false	58.5
HH004626	Ethiopia	2,024	urban	poorer	2	3	male	surface_water	limited	girl_child	81	2	162	true	tired_at_school	false	false	false	false	26	22	35	true	59
HH004627	Mozambique	2,023	urban	poorest	1	8	female	unimproved	unimproved	adult_woman	36	3	108	true	none	false	false	true	false	0	29	38	false	44.5
HH004628	Senegal	2,021	rural	richer	4	8	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	false	false	0	18	32	false	54.5
HH004629	Kenya	2,022	rural	poorer	2	7	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	37	57	true	45
HH004630	Uganda	2,018	urban	richer	4	8	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	12	18	false	58
HH004631	Ghana	2,024	urban	middle	3	7	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	25	18	17	false	59
HH004632	Kenya	2,019	urban	poorer	2	7	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	5	33	40	false	57.5
HH004633	Senegal	2,023	rural	middle	3	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	26	47	false	53.5
HH004634	Nigeria	2,025	rural	poorer	2	10	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	40	62	false	52.5
HH004635	Ghana	2,023	rural	richest	5	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	true	false	0	23	30	true	52.5
HH004636	DRC	2,019	rural	poorer	2	8	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	44	45	true	44.5
HH004637	Mali	2,019	rural	middle	3	11	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	28	50	true	43.5
HH004638	Mali	2,022	rural	richest	5	3	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	true	false	0	10	28	false	63
HH004639	Senegal	2,019	urban	poorer	2	4	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	22	25	29	true	48.5
HH004640	Malawi	2,022	urban	poorer	2	10	male	basic	limited	on_premises	0	0	0	false	none	false	true	false	false	5	30	26	false	50
HH004641	DRC	2,020	urban	richest	5	3	male	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	4	2	false	68
HH004642	Zambia	2,025	urban	middle	3	9	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	25	31	false	66.5
HH004643	Niger	2,019	urban	poorest	1	7	male	surface_water	basic	adult_woman	86	1	86	false	none	false	true	false	false	0	29	49	false	47.5
HH004644	Senegal	2,020	rural	middle	3	7	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	true	true	true	0	37	52	false	45
HH004645	Tanzania	2,018	urban	poorest	1	9	male	basic	basic	on_premises	0	0	0	false	none	true	false	false	false	0	31	35	false	41
HH004646	Malawi	2,025	rural	richer	4	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	29	40	false	48.5
HH004647	Ghana	2,021	urban	richer	4	7	male	unimproved	unimproved	adult_woman	113	2	226	true	none	false	false	true	true	0	5	20	false	70.5
HH004648	Nigeria	2,023	rural	poorest	1	8	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	43	72	true	46.5
HH004649	Uganda	2,024	rural	poorest	1	10	female	surface_water	limited	adult_woman	91	3	273	true	none	false	false	false	false	9	55	61	true	34
HH004650	Niger	2,024	urban	poorer	2	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	23	35	false	62
HH004651	Mali	2,023	rural	richer	4	10	female	limited	open_defecation	boy_child	32	4	128	true	misses_school	false	false	true	true	0	24	26	false	55.5
HH004652	Mali	2,019	rural	middle	3	3	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	true	false	0	28	43	false	52.5
HH004653	DRC	2,022	urban	middle	3	10	female	unimproved	open_defecation	girl_child	75	4	300	true	tired_at_school	false	false	true	false	0	24	33	false	52
HH004654	DRC	2,024	rural	poorer	2	4	female	basic	unimproved	on_premises	0	0	0	false	none	false	true	true	true	0	41	56	false	41
HH004655	Nigeria	2,019	urban	richest	5	8	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	8	2	false	66.5
HH004656	Kenya	2,018	urban	poorest	1	10	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	32	51	false	51
HH004657	Tanzania	2,020	urban	poorest	1	3	male	limited	unimproved	adult_woman	41	3	123	true	none	false	false	true	false	0	28	45	false	51
HH004658	Mozambique	2,024	rural	richest	5	10	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	20	21	false	62
HH004659	Tanzania	2,021	rural	middle	3	6	female	limited	unimproved	adult_woman	59	2	118	false	none	false	false	true	true	0	29	54	false	53.5
HH004660	Uganda	2,021	rural	poorer	2	11	female	limited	safely_managed	girl_child	54	3	162	true	tired_at_school	false	false	false	false	0	39	56	false	45.5
HH004661	Mali	2,021	urban	poorest	1	8	male	limited	safely_managed	hired	49	4	196	false	none	false	false	false	false	0	32	49	false	48.5
HH004662	Rwanda	2,021	rural	middle	3	5	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	26	38	47	false	55.5
HH004663	DRC	2,024	rural	middle	3	10	male	safely_managed	limited	on_premises	0	0	0	false	none	false	true	false	false	18	26	53	false	43
HH004664	Mozambique	2,023	rural	richer	4	9	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	26	31	false	51.5
HH004665	Ethiopia	2,024	urban	richest	5	5	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	0	14	false	64
HH004666	DRC	2,018	rural	middle	3	8	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	22	39	38	false	43
HH004667	Senegal	2,021	rural	richest	5	6	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	10	32	false	52.5
HH004668	Zambia	2,020	rural	middle	3	11	male	limited	basic	adult_man	55	1	55	true	none	true	true	false	false	0	33	35	true	47
HH004669	Rwanda	2,018	rural	poorest	1	4	female	limited	limited	hired	39	3	117	true	none	true	false	false	false	22	45	63	false	35
HH004670	Kenya	2,020	rural	middle	3	6	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	28	47	true	51
HH004671	Senegal	2,018	rural	richest	5	10	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	11	17	false	56
HH004672	Malawi	2,018	urban	middle	3	7	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	18	33	false	61
HH004673	DRC	2,018	rural	poorer	2	7	male	limited	unimproved	adult_woman	21	2	42	true	none	false	false	true	true	0	43	63	true	40
HH004674	Ethiopia	2,022	urban	middle	3	3	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	16	27	false	57
HH004675	Nigeria	2,019	urban	richest	5	6	male	basic	unimproved	on_premises	0	0	0	false	none	true	false	true	false	0	3	0	false	74.5
HH004676	Nigeria	2,019	rural	poorest	1	3	female	surface_water	basic	adult_woman	132	1	132	true	none	false	true	false	false	0	53	66	false	43.5
HH004677	Rwanda	2,021	rural	poorer	2	7	male	surface_water	open_defecation	boy_child	174	2	348	false	tired_at_school	true	false	true	false	0	44	60	true	41.5
HH004678	Ethiopia	2,018	urban	middle	3	3	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	22	25	false	53
HH004679	Rwanda	2,020	rural	richest	5	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	16	27	true	59
HH004680	Uganda	2,020	urban	poorest	1	4	male	unimproved	open_defecation	adult_woman	32	4	128	true	none	false	false	true	false	0	36	48	false	49
HH004681	Kenya	2,019	urban	poorest	1	3	female	surface_water	open_defecation	boy_child	167	4	668	true	tired_at_school	false	false	true	true	0	36	47	false	40.5
HH004682	Uganda	2,021	rural	poorest	1	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	53	64	true	44.5
HH004683	Kenya	2,018	urban	richer	4	8	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	7	19	false	66
HH004684	Malawi	2,019	urban	richer	4	11	female	limited	safely_managed	adult_woman	59	4	236	false	none	true	true	false	false	0	3	10	false	65.5
HH004685	Zambia	2,025	rural	poorer	2	6	male	unimproved	limited	adult_woman	111	3	333	true	none	true	false	false	false	23	39	61	true	44.5
HH004686	Mozambique	2,024	urban	richer	4	8	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	17	24	false	68
HH004687	Uganda	2,022	rural	middle	3	10	male	unimproved	safely_managed	adult_man	31	2	62	true	none	false	false	false	false	0	30	39	false	51
HH004688	Kenya	2,023	rural	poorest	1	8	male	unimproved	limited	adult_woman	103	4	412	true	none	false	false	true	false	7	48	60	false	40.5
HH004689	Uganda	2,021	rural	poorer	2	8	male	unimproved	unimproved	boy_child	38	3	114	false	late_for_school	false	false	false	false	0	35	55	true	47.5
HH004690	Ghana	2,019	urban	richer	4	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	6	24	false	68.5
HH004691	Ghana	2,018	rural	poorest	1	10	male	surface_water	basic	boy_child	73	2	146	false	misses_school	false	false	false	false	0	51	56	true	31
HH004692	DRC	2,019	rural	poorest	1	4	male	unimproved	unimproved	adult_woman	89	4	356	true	none	false	false	false	true	0	45	56	true	34.5
HH004693	DRC	2,022	urban	poorest	1	11	male	unimproved	unimproved	adult_woman	46	3	138	true	none	false	false	true	true	0	34	45	false	47
HH004694	Tanzania	2,022	urban	richer	4	10	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	10	22	false	58
HH004695	DRC	2,023	rural	poorer	2	9	male	unimproved	unimproved	adult_woman	31	1	31	false	none	false	false	false	false	0	38	54	true	47.5
HH004696	Senegal	2,020	rural	middle	3	11	female	unimproved	basic	adult_man	103	2	206	true	none	true	false	false	false	0	30	36	true	51
HH004697	Mali	2,018	urban	richer	4	9	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	27	13	16	false	60
HH004698	Mali	2,023	urban	middle	3	4	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	22	18	false	61.5
HH004699	Uganda	2,022	rural	poorest	1	3	female	surface_water	limited	adult_woman	158	4	632	true	none	true	true	false	false	27	56	67	true	46
HH004700	Kenya	2,023	urban	richer	4	6	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	6	11	false	57.5

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