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
HH000401	Malawi	2,025	rural	middle	3	8	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	21	35	37	true	50.5
HH000402	Malawi	2,020	urban	poorer	2	5	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	25	40	true	48
HH000403	Ghana	2,020	urban	poorer	2	11	female	limited	limited	girl_child	55	3	165	false	late_for_school	true	false	true	false	25	30	32	false	54
HH000404	Tanzania	2,022	rural	richer	4	6	male	limited	basic	boy_child	18	1	18	false	none	false	false	true	false	0	20	38	false	47
HH000405	Ghana	2,019	urban	poorest	1	8	male	unimproved	basic	adult_woman	84	2	168	true	none	false	false	false	false	0	27	41	false	54.5
HH000406	Nigeria	2,018	urban	richest	5	3	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	1	0	false	67
HH000407	Uganda	2,024	rural	poorest	1	8	male	limited	basic	girl_child	24	2	48	false	none	false	true	false	false	0	55	57	false	47
HH000408	DRC	2,021	rural	richer	4	11	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	31	44	false	51.5
HH000409	Mozambique	2,018	rural	richer	4	4	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	29	27	true	53
HH000410	DRC	2,020	rural	richer	4	9	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	21	27	false	60
HH000411	Senegal	2,024	urban	poorest	1	6	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	37	51	false	43
HH000412	Zambia	2,025	rural	middle	3	9	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	22	30	42	false	55.5
HH000413	Senegal	2,023	urban	richest	5	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	0	0	false	70.5
HH000414	Tanzania	2,024	urban	poorest	1	8	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	35	39	false	44
HH000415	Tanzania	2,018	rural	richer	4	11	male	limited	unimproved	adult_woman	36	3	108	true	none	false	false	true	false	0	24	27	false	58
HH000416	Tanzania	2,018	urban	poorest	1	5	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	38	46	false	52
HH000417	Mali	2,022	rural	poorest	1	10	male	limited	unimproved	boy_child	37	3	111	false	misses_school	false	false	true	false	0	47	74	false	36
HH000418	Uganda	2,024	urban	richest	5	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	false	false	false	0	8	0	false	65
HH000419	Nigeria	2,019	urban	poorest	1	9	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	32	48	false	45.5
HH000420	Rwanda	2,024	rural	poorer	2	10	female	safely_managed	basic	on_premises	0	0	0	false	none	true	true	false	false	0	38	56	true	52
HH000421	Senegal	2,018	urban	poorer	2	5	male	basic	limited	on_premises	0	0	0	false	none	true	false	true	false	9	21	30	true	53
HH000422	Kenya	2,025	rural	middle	3	4	female	limited	open_defecation	boy_child	15	4	60	false	none	false	false	true	true	0	33	45	false	44.5
HH000423	Niger	2,018	urban	poorest	1	8	female	surface_water	limited	adult_woman	68	3	204	true	none	false	true	true	false	14	39	48	false	47
HH000424	Senegal	2,022	rural	middle	3	4	male	surface_water	limited	adult_woman	69	4	276	true	none	false	true	true	false	8	30	41	false	49
HH000425	Rwanda	2,022	rural	poorer	2	8	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	34	58	false	47
HH000426	Niger	2,024	rural	middle	3	9	male	unimproved	open_defecation	adult_woman	103	2	206	true	none	false	false	true	true	0	38	36	false	54
HH000427	Zambia	2,021	rural	richer	4	4	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	true	false	0	27	42	false	47.5
HH000428	Kenya	2,019	rural	poorer	2	7	female	limited	open_defecation	adult_man	22	4	88	true	none	true	false	false	false	0	36	52	true	49.5
HH000429	Tanzania	2,021	rural	poorest	1	8	female	unimproved	open_defecation	adult_man	105	4	420	true	none	false	false	true	true	0	42	55	true	39.5
HH000430	Senegal	2,022	urban	richest	5	7	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	6	0	false	64
HH000431	Kenya	2,019	rural	poorer	2	6	male	unimproved	open_defecation	boy_child	82	4	328	true	tired_at_school	false	false	false	true	0	36	64	true	39.5
HH000432	Senegal	2,019	rural	poorest	1	4	male	unimproved	basic	adult_woman	56	4	224	true	none	false	false	false	false	0	55	62	false	40.5
HH000433	Uganda	2,024	rural	middle	3	3	female	limited	basic	hired	59	3	177	true	none	false	false	false	false	0	40	40	false	56
HH000434	Uganda	2,021	rural	richer	4	11	female	unimproved	safely_managed	adult_woman	100	1	100	true	none	false	false	false	false	0	22	35	true	50.5
HH000435	Zambia	2,019	urban	middle	3	10	male	surface_water	basic	hired	137	1	137	true	none	false	true	false	false	0	19	27	false	58.5
HH000436	Niger	2,020	urban	poorest	1	4	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	33	54	false	43
HH000437	Ghana	2,025	rural	middle	3	9	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	37	37	false	46.5
HH000438	Nigeria	2,024	urban	richest	5	4	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	4	10	false	77
HH000439	Ghana	2,019	urban	richest	5	8	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	true	false	0	0	11	false	66.5
HH000440	Malawi	2,019	urban	poorest	1	8	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	33	54	true	52.5
HH000441	Rwanda	2,025	rural	poorer	2	6	male	limited	unimproved	girl_child	50	3	150	true	misses_school	false	false	false	true	0	38	54	true	46.5
HH000442	Ghana	2,025	rural	middle	3	4	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	26	47	false	56.5
HH000443	Uganda	2,020	urban	poorer	2	9	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	28	27	false	57
HH000444	Uganda	2,023	urban	poorer	2	9	male	basic	limited	on_premises	0	0	0	false	none	false	false	true	false	26	24	39	false	47.5
HH000445	Ghana	2,025	urban	poorest	1	4	male	limited	basic	adult_man	46	2	92	true	none	false	false	false	false	0	41	42	false	54.5
HH000446	Mali	2,020	urban	poorer	2	9	female	basic	limited	on_premises	0	0	0	false	none	true	false	true	false	10	30	26	false	48
HH000447	Mali	2,019	urban	poorest	1	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	40	39	false	43.5
HH000448	Rwanda	2,021	rural	poorer	2	4	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	34	49	true	40.5
HH000449	Tanzania	2,025	rural	richer	4	7	female	basic	safely_managed	on_premises	0	0	0	false	none	false	true	true	false	0	24	30	true	49.5
HH000450	Mali	2,023	urban	richest	5	3	male	limited	open_defecation	adult_man	17	3	51	false	none	false	false	true	false	0	0	0	false	71.5
HH000451	Niger	2,019	urban	poorer	2	4	female	limited	open_defecation	hired	28	4	112	true	none	false	false	true	false	0	25	28	true	57.5
HH000452	Malawi	2,021	urban	poorer	2	8	female	basic	basic	on_premises	0	0	0	false	none	true	false	false	false	0	28	44	false	56.5
HH000453	Senegal	2,018	rural	middle	3	8	male	unimproved	basic	adult_woman	68	2	136	false	none	false	true	false	false	0	29	53	false	50
HH000454	Ghana	2,020	urban	richer	4	8	male	basic	limited	on_premises	0	0	0	false	none	true	false	false	false	18	14	19	false	65
HH000455	DRC	2,025	rural	poorer	2	4	female	surface_water	open_defecation	adult_woman	112	2	224	true	none	false	false	true	true	0	41	58	false	39.5
HH000456	Rwanda	2,018	rural	middle	3	4	male	unimproved	safely_managed	adult_woman	43	1	43	true	none	false	true	false	false	0	40	54	false	44
HH000457	DRC	2,019	rural	poorest	1	8	female	surface_water	unimproved	girl_child	151	2	302	true	misses_school	false	false	true	true	0	47	68	false	43.5
HH000458	Ethiopia	2,024	rural	poorer	2	6	female	surface_water	limited	adult_woman	155	1	155	true	none	false	false	true	false	24	37	54	false	52
HH000459	Nigeria	2,025	rural	richest	5	7	male	surface_water	safely_managed	boy_child	94	2	188	false	misses_school	false	false	false	false	0	23	16	false	53.5
HH000460	Rwanda	2,023	urban	poorer	2	7	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	22	36	false	58.5
HH000461	Malawi	2,018	rural	poorest	1	9	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	51	64	true	31
HH000462	Uganda	2,020	urban	poorest	1	6	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	30	49	false	46
HH000463	Ethiopia	2,023	rural	richer	4	7	male	surface_water	unimproved	hired	133	1	133	false	none	false	false	false	false	0	24	33	false	58.5
HH000464	Tanzania	2,024	urban	poorest	1	11	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	33	42	false	45
HH000465	Rwanda	2,018	urban	richer	4	7	male	basic	basic	on_premises	0	0	0	false	none	true	true	false	false	0	12	19	false	68
HH000466	Mali	2,023	rural	poorest	1	8	male	limited	limited	boy_child	39	1	39	false	late_for_school	true	false	false	false	28	45	71	false	43.5
HH000467	Kenya	2,023	rural	poorer	2	8	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	37	54	false	50.5
HH000468	Ghana	2,021	rural	richer	4	4	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	28	30	26	false	47.5
HH000469	Malawi	2,022	rural	richer	4	5	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	21	25	false	54
HH000470	Nigeria	2,021	rural	poorer	2	7	male	limited	limited	adult_woman	30	2	60	true	none	false	false	false	false	25	42	49	false	50.5
HH000471	Ghana	2,021	rural	richest	5	10	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	12	26	false	52.5
HH000472	Ethiopia	2,018	rural	poorest	1	9	male	unimproved	open_defecation	hired	57	3	171	true	none	false	false	false	false	0	45	72	false	44
HH000473	Nigeria	2,025	urban	richer	4	9	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	8	9	false	70.5
HH000474	Ethiopia	2,024	rural	poorer	2	5	male	basic	open_defecation	on_premises	0	0	0	false	none	true	false	false	false	0	45	63	false	48
HH000475	Tanzania	2,022	urban	poorer	2	5	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	20	44	false	60
HH000476	Uganda	2,018	rural	poorest	1	7	female	limited	unimproved	adult_woman	32	4	128	true	none	false	false	true	false	0	43	56	false	33
HH000477	Rwanda	2,021	rural	middle	3	7	male	surface_water	basic	adult_woman	138	2	276	true	none	false	false	false	false	0	38	35	false	48.5
HH000478	Malawi	2,019	urban	poorest	1	5	female	limited	limited	girl_child	17	3	51	false	none	false	false	false	false	16	36	39	false	54.5
HH000479	Zambia	2,025	rural	richest	5	7	male	safely_managed	basic	on_premises	0	0	0	false	none	true	true	false	false	0	10	22	false	59.5
HH000480	Ghana	2,021	rural	richer	4	8	female	unimproved	basic	adult_woman	116	2	232	false	none	false	false	false	false	0	22	41	true	50.5
HH000481	Ethiopia	2,023	rural	middle	3	7	male	limited	unimproved	adult_woman	56	3	168	true	none	false	false	false	true	0	30	38	true	55.5
HH000482	Mozambique	2,024	urban	richest	5	8	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	5	0	false	64
HH000483	Malawi	2,024	rural	middle	3	3	female	unimproved	safely_managed	girl_child	40	2	80	true	misses_school	false	false	true	false	0	33	49	true	55
HH000484	Malawi	2,025	rural	poorer	2	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	true	false	0	40	45	false	41.5
HH000485	Mali	2,022	rural	middle	3	7	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	34	42	true	46
HH000486	Ghana	2,025	rural	poorer	2	5	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	29	34	54	false	52.5
HH000487	Tanzania	2,024	urban	richest	5	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	0	9	false	72
HH000488	Kenya	2,023	urban	richer	4	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	7	6	false	63.5
HH000489	Ghana	2,020	rural	poorer	2	9	female	unimproved	limited	boy_child	79	4	316	false	late_for_school	false	true	false	false	25	39	61	true	50
HH000490	Mali	2,025	urban	middle	3	11	male	unimproved	unimproved	adult_woman	97	1	97	true	none	false	false	false	false	0	22	20	false	64.5
HH000491	Uganda	2,022	rural	poorest	1	10	female	surface_water	limited	adult_woman	85	3	255	true	none	true	false	false	false	21	44	62	true	42
HH000492	Malawi	2,024	rural	middle	3	3	male	limited	limited	adult_man	48	3	144	false	none	false	true	true	false	8	31	46	true	51
HH000493	Kenya	2,024	rural	richer	4	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	23	30	false	52
HH000494	Ghana	2,021	rural	middle	3	5	female	surface_water	limited	boy_child	159	2	318	true	misses_school	false	false	true	false	28	35	38	false	43.5
HH000495	Tanzania	2,020	urban	middle	3	3	male	unimproved	limited	adult_woman	51	3	153	true	none	false	false	false	false	20	23	33	false	58
HH000496	Ghana	2,020	rural	middle	3	7	male	limited	basic	girl_child	40	4	160	true	tired_at_school	false	true	false	false	0	31	45	true	48
HH000497	DRC	2,018	rural	poorer	2	3	female	unimproved	unimproved	girl_child	46	2	92	true	misses_school	false	false	true	false	0	43	63	true	39
HH000498	Niger	2,022	urban	richer	4	7	female	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	13	12	19	false	71
HH000499	Kenya	2,020	rural	poorer	2	4	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	44	55	true	45
HH000500	Zambia	2,022	rural	poorest	1	9	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	51	70	true	32

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