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
HH004401	Niger	2,020	rural	richest	5	9	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	22	16	true	57
HH004402	Zambia	2,024	rural	richest	5	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	14	27	false	61
HH004403	Tanzania	2,025	urban	middle	3	8	male	limited	basic	adult_woman	18	1	18	false	none	false	false	false	false	0	13	18	false	58.5
HH004404	Mali	2,025	rural	middle	3	5	male	unimproved	basic	adult_woman	51	3	153	false	none	false	false	false	false	0	32	51	true	47.5
HH004405	DRC	2,025	rural	poorer	2	8	male	unimproved	open_defecation	adult_woman	57	3	171	false	none	false	false	false	true	0	35	61	false	49.5
HH004406	Nigeria	2,019	rural	poorest	1	5	female	surface_water	limited	adult_woman	90	2	180	false	none	true	false	true	false	14	50	70	true	41.5
HH004407	Ethiopia	2,024	urban	poorest	1	3	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	31	49	false	52
HH004408	Nigeria	2,021	rural	middle	3	5	female	limited	safely_managed	girl_child	33	4	132	false	tired_at_school	false	false	false	false	0	30	42	false	45.5
HH004409	Zambia	2,024	urban	richer	4	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	11	12	false	58
HH004410	Rwanda	2,024	rural	poorer	2	7	female	unimproved	safely_managed	adult_woman	105	1	105	false	none	true	false	false	false	0	43	48	true	52
HH004411	Ethiopia	2,018	urban	middle	3	9	male	unimproved	unimproved	adult_man	54	3	162	true	none	false	false	false	true	0	19	24	false	64
HH004412	Niger	2,019	urban	poorer	2	9	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	24	40	false	46.5
HH004413	Ethiopia	2,018	rural	richer	4	3	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	21	31	true	51
HH004414	Mozambique	2,022	rural	poorer	2	4	female	surface_water	unimproved	girl_child	157	4	628	true	misses_school	false	false	true	true	0	40	46	false	38
HH004415	Tanzania	2,018	rural	poorest	1	6	male	surface_water	limited	adult_woman	109	4	436	true	none	false	false	true	false	24	50	73	false	34
HH004416	Ethiopia	2,023	urban	middle	3	9	male	unimproved	basic	girl_child	32	3	96	true	tired_at_school	false	false	false	false	0	25	34	false	56.5
HH004417	Zambia	2,022	urban	richer	4	9	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	7	6	false	58
HH004418	Uganda	2,022	rural	middle	3	9	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	28	49	true	42
HH004419	Nigeria	2,019	rural	richest	5	7	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	23	33	true	51.5
HH004420	Ethiopia	2,022	urban	poorest	1	8	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	40	45	true	48
HH004421	Ethiopia	2,023	urban	poorer	2	3	female	unimproved	open_defecation	adult_woman	82	2	164	false	none	false	false	false	true	0	28	44	false	59.5
HH004422	Ghana	2,024	rural	poorer	2	9	female	unimproved	open_defecation	adult_woman	41	4	164	true	none	false	false	true	false	0	44	63	false	38
HH004423	Mali	2,021	urban	middle	3	11	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	22	19	false	61.5
HH004424	Rwanda	2,025	rural	poorest	1	10	female	safely_managed	basic	on_premises	0	0	0	false	none	true	true	true	false	0	50	73	true	34.5
HH004425	Niger	2,025	rural	poorest	1	9	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	50	68	false	41.5
HH004426	Rwanda	2,020	urban	richer	4	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	11	21	false	69
HH004427	DRC	2,023	rural	poorest	1	9	female	surface_water	limited	adult_woman	158	3	474	false	none	true	false	false	false	6	54	69	false	46.5
HH004428	Kenya	2,020	rural	poorer	2	5	male	surface_water	basic	adult_man	93	3	279	false	none	false	true	true	false	0	42	64	false	48
HH004429	DRC	2,025	urban	poorest	1	8	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	31	39	true	52.5
HH004430	Rwanda	2,022	urban	richest	5	5	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	9	6	false	75
HH004431	Ethiopia	2,019	urban	poorer	2	4	female	surface_water	basic	boy_child	118	1	118	false	misses_school	false	false	false	false	0	26	39	true	55.5
HH004432	Niger	2,019	rural	poorer	2	7	male	limited	unimproved	adult_man	16	3	48	false	none	false	false	true	true	0	46	48	false	39.5
HH004433	Mali	2,021	urban	middle	3	4	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	17	18	false	55.5
HH004434	Rwanda	2,018	rural	richest	5	4	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	true	true	true	0	18	24	false	64
HH004435	Rwanda	2,019	rural	middle	3	7	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	39	53	false	45.5
HH004436	Mozambique	2,024	rural	poorer	2	6	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	false	false	0	44	50	false	47
HH004437	Zambia	2,018	urban	richest	5	3	male	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	0	10	false	60
HH004438	Malawi	2,018	urban	richest	5	4	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	0	3	false	69
HH004439	Kenya	2,023	urban	poorest	1	9	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	29	50	false	44.5
HH004440	Mali	2,022	urban	richer	4	10	female	basic	basic	on_premises	0	0	0	false	none	true	true	false	false	0	3	24	false	65
HH004441	Ghana	2,023	urban	poorest	1	3	male	unimproved	limited	adult_man	83	3	249	false	none	true	false	false	false	12	31	52	false	48.5
HH004442	Ethiopia	2,024	urban	middle	3	9	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	21	30	false	60
HH004443	Rwanda	2,021	urban	richer	4	10	male	limited	safely_managed	adult_woman	53	1	53	true	none	true	false	false	false	0	11	7	false	70.5
HH004444	Niger	2,021	rural	richer	4	11	female	limited	basic	boy_child	26	2	52	true	tired_at_school	false	false	false	false	0	25	28	true	51.5
HH004445	Uganda	2,018	urban	richest	5	8	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	true	false	0	8	3	false	74
HH004446	Mali	2,024	rural	poorer	2	6	male	surface_water	unimproved	adult_man	64	4	256	false	none	false	false	true	true	0	39	45	true	40
HH004447	Nigeria	2,018	urban	richest	5	9	female	basic	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	0	7	false	65
HH004448	Niger	2,023	rural	middle	3	3	female	unimproved	safely_managed	girl_child	37	2	74	true	late_for_school	false	true	false	false	0	35	45	false	44.5
HH004449	Nigeria	2,023	urban	poorest	1	7	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	37	48	false	51.5
HH004450	Ethiopia	2,025	rural	richer	4	7	male	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	8	29	28	true	57.5
HH004451	Senegal	2,025	urban	poorer	2	6	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	20	33	false	51.5
HH004452	Tanzania	2,018	urban	richest	5	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	4	0	false	65
HH004453	Mali	2,023	rural	richer	4	4	male	safely_managed	unimproved	on_premises	0	0	0	false	none	true	false	false	true	0	19	37	true	50.5
HH004454	Tanzania	2,022	urban	poorest	1	3	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	18	34	42	true	55
HH004455	Senegal	2,025	rural	poorer	2	4	male	limited	limited	hired	18	4	72	false	none	true	true	true	false	22	40	46	true	52.5
HH004456	Kenya	2,022	urban	middle	3	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	22	19	false	57
HH004457	Malawi	2,021	urban	poorer	2	7	female	surface_water	basic	adult_woman	106	2	212	true	none	false	false	false	false	0	20	44	false	58.5
HH004458	Senegal	2,018	rural	poorer	2	8	male	limited	unimproved	adult_woman	27	3	81	true	none	false	false	true	false	0	44	45	true	35
HH004459	Malawi	2,020	rural	poorest	1	9	male	surface_water	open_defecation	adult_woman	70	3	210	false	none	false	false	true	true	0	50	67	true	45
HH004460	Ghana	2,018	urban	richest	5	7	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	0	13	false	71
HH004461	Kenya	2,020	urban	middle	3	7	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	14	23	false	55
HH004462	Niger	2,024	rural	poorer	2	7	male	limited	unimproved	girl_child	38	4	152	true	misses_school	false	false	true	false	0	36	47	true	43
HH004463	Zambia	2,021	rural	richer	4	11	female	unimproved	basic	adult_woman	74	1	74	true	none	false	true	false	false	0	31	34	false	54.5
HH004464	Rwanda	2,025	urban	poorer	2	3	female	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	21	33	true	57.5
HH004465	Uganda	2,018	urban	poorest	1	9	male	surface_water	basic	adult_woman	86	4	344	true	none	false	false	false	false	0	41	50	false	41
HH004466	Kenya	2,020	rural	richest	5	6	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	10	15	false	53
HH004467	Ghana	2,022	urban	richest	5	6	male	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	9	4	false	72
HH004468	Mali	2,020	urban	richest	5	11	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	true	false	false	0	1	0	false	70
HH004469	Rwanda	2,023	rural	richer	4	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	19	30	false	47.5
HH004470	Mozambique	2,023	rural	richest	5	6	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	19	15	false	54.5
HH004471	Niger	2,019	rural	middle	3	9	male	surface_water	safely_managed	adult_woman	100	2	200	true	none	false	true	true	false	0	27	45	false	40.5
HH004472	Ghana	2,023	rural	richest	5	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	16	21	true	53.5
HH004473	Mali	2,020	rural	richer	4	8	female	unimproved	basic	boy_child	69	2	138	true	tired_at_school	false	false	false	false	0	28	28	false	46
HH004474	Mali	2,019	rural	poorest	1	11	male	limited	open_defecation	adult_woman	40	1	40	true	none	false	false	true	false	0	46	60	false	35.5
HH004475	Ethiopia	2,022	urban	middle	3	9	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	false	false	0	11	31	false	62
HH004476	Ethiopia	2,019	rural	poorest	1	4	female	unimproved	unimproved	girl_child	49	1	49	false	late_for_school	false	false	false	false	0	45	62	true	34.5
HH004477	Rwanda	2,020	urban	richer	4	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	16	9	false	67
HH004478	Mali	2,019	rural	richer	4	3	female	unimproved	limited	boy_child	101	4	404	true	tired_at_school	false	false	false	false	7	21	42	false	52.5
HH004479	Niger	2,025	rural	richest	5	9	male	unimproved	unimproved	adult_man	104	2	208	true	none	false	false	true	true	0	19	25	true	53.5
HH004480	Ethiopia	2,021	rural	poorest	1	8	female	limited	limited	adult_woman	17	2	34	false	none	false	false	false	false	10	44	55	false	40.5
HH004481	Ghana	2,018	urban	poorer	2	7	male	surface_water	basic	adult_man	112	3	336	true	none	false	true	false	false	0	19	36	false	45
HH004482	Senegal	2,024	rural	poorer	2	9	female	limited	limited	adult_woman	27	4	108	false	none	false	false	false	false	24	39	46	true	45
HH004483	Mozambique	2,018	urban	poorest	1	3	female	limited	basic	adult_woman	17	1	17	false	none	false	true	false	false	0	32	48	false	42
HH004484	Ghana	2,025	rural	middle	3	9	female	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	14	26	48	false	55.5
HH004485	Senegal	2,021	urban	richest	5	3	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	7	0	false	63.5
HH004486	Nigeria	2,023	rural	richest	5	3	male	unimproved	unimproved	girl_child	90	4	360	false	late_for_school	false	false	true	false	0	11	24	false	57.5
HH004487	Senegal	2,021	rural	middle	3	8	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	34	40	true	54.5
HH004488	Zambia	2,022	urban	poorer	2	10	male	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	12	28	44	true	52
HH004489	Ghana	2,023	urban	poorer	2	5	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	32	33	false	60.5
HH004490	Mali	2,025	rural	middle	3	10	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	33	36	true	51.5
HH004491	Senegal	2,022	rural	poorer	2	10	male	basic	safely_managed	on_premises	0	0	0	false	none	true	false	true	false	0	40	58	false	50
HH004492	Ethiopia	2,019	rural	middle	3	3	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	30	35	false	51.5
HH004493	Malawi	2,018	rural	richest	5	7	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	17	34	false	59
HH004494	Mozambique	2,018	rural	poorest	1	4	male	limited	unimproved	adult_woman	26	2	52	false	none	false	false	true	false	0	56	66	false	35
HH004495	Niger	2,022	urban	richest	5	7	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	13	0	5	false	69
HH004496	Nigeria	2,024	urban	richest	5	3	female	safely_managed	basic	on_premises	0	0	0	false	none	true	false	false	false	0	0	8	false	74
HH004497	Mozambique	2,022	rural	richest	5	5	male	basic	limited	on_premises	0	0	0	false	none	true	false	true	false	11	22	25	false	60
HH004498	Mali	2,019	rural	middle	3	11	male	unimproved	limited	adult_woman	65	4	260	true	none	false	false	false	false	22	38	36	false	53.5
HH004499	Zambia	2,020	rural	poorer	2	3	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	41	57	true	48
HH004500	Kenya	2,022	rural	richer	4	6	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	16	28	33	false	50

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