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
HH000201	Ghana	2,023	rural	middle	3	6	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	29	45	false	55.5
HH000202	Uganda	2,024	rural	richer	4	7	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	30	30	false	62
HH000203	Malawi	2,024	rural	middle	3	9	female	basic	limited	on_premises	0	0	0	false	none	true	false	false	false	18	26	47	false	52
HH000204	Ghana	2,019	urban	poorest	1	6	female	unimproved	basic	adult_woman	98	1	98	true	none	false	true	false	false	0	35	39	false	51.5
HH000205	Uganda	2,021	rural	poorer	2	7	female	limited	unimproved	girl_child	24	3	72	true	misses_school	false	false	false	true	0	41	62	false	42.5
HH000206	Niger	2,023	urban	richer	4	9	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	true	false	false	0	10	12	false	64.5
HH000207	Rwanda	2,025	urban	poorer	2	3	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	25	43	false	53.5
HH000208	Mali	2,024	rural	richer	4	11	male	basic	basic	on_premises	0	0	0	false	none	true	false	false	false	0	24	33	false	52
HH000209	Rwanda	2,022	urban	poorer	2	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	25	31	false	48
HH000210	Nigeria	2,020	rural	middle	3	8	female	surface_water	open_defecation	adult_woman	122	1	122	true	none	true	false	true	true	0	34	44	false	55
HH000211	Niger	2,023	rural	poorer	2	6	female	limited	basic	girl_child	52	1	52	false	tired_at_school	false	false	false	false	0	40	49	false	51.5
HH000212	Rwanda	2,025	urban	poorest	1	7	male	safely_managed	limited	on_premises	0	0	0	false	none	true	false	false	false	20	36	37	false	48.5
HH000213	Ethiopia	2,022	rural	poorer	2	10	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	47	53	true	44
HH000214	Tanzania	2,018	urban	middle	3	6	male	limited	basic	adult_woman	56	4	224	true	none	false	true	false	false	0	12	16	false	55
HH000215	DRC	2,024	urban	poorest	1	7	male	surface_water	basic	adult_woman	107	3	321	false	none	false	true	false	false	0	27	38	true	47
HH000216	Nigeria	2,020	rural	middle	3	7	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	37	42	false	51
HH000217	Uganda	2,020	rural	poorest	1	7	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	44	72	true	42
HH000218	Uganda	2,023	urban	middle	3	6	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	23	20	false	52.5
HH000219	Mozambique	2,024	urban	richer	4	6	male	unimproved	open_defecation	adult_woman	59	2	118	true	none	false	false	false	false	0	15	6	false	63
HH000220	Uganda	2,022	urban	poorest	1	10	female	surface_water	unimproved	boy_child	134	4	536	false	misses_school	true	true	false	true	0	31	38	true	51
HH000221	Tanzania	2,023	rural	richer	4	10	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	19	29	false	47.5
HH000222	Malawi	2,019	urban	richest	5	4	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	0	8	false	69.5
HH000223	Mali	2,021	rural	middle	3	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	37	42	true	48.5
HH000224	Uganda	2,024	urban	middle	3	4	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	13	25	false	66
HH000225	Tanzania	2,025	urban	poorest	1	7	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	29	29	38	false	51.5
HH000226	Senegal	2,024	urban	poorest	1	9	male	limited	open_defecation	boy_child	30	1	30	false	none	false	false	true	false	0	35	37	false	56
HH000227	Rwanda	2,025	rural	poorer	2	6	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	39	57	false	52.5
HH000228	Mali	2,022	rural	poorest	1	11	male	surface_water	open_defecation	girl_child	159	3	477	false	late_for_school	false	true	true	false	0	47	59	true	42
HH000229	Kenya	2,019	rural	poorer	2	5	female	limited	safely_managed	adult_woman	51	2	102	false	none	false	false	false	false	0	35	53	true	41.5
HH000230	Ethiopia	2,022	urban	richer	4	10	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	17	6	false	58
HH000231	DRC	2,025	rural	middle	3	3	male	limited	unimproved	hired	27	1	27	false	none	false	false	false	false	0	28	49	false	57.5
HH000232	Senegal	2,023	urban	richer	4	6	female	safely_managed	basic	on_premises	0	0	0	false	none	true	false	false	false	0	17	18	false	65.5
HH000233	DRC	2,025	rural	richest	5	4	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	22	33	true	63.5
HH000234	Mali	2,019	urban	richer	4	8	male	unimproved	safely_managed	adult_man	55	1	55	false	none	false	true	false	false	0	3	15	false	62.5
HH000235	Mozambique	2,023	urban	richest	5	11	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	5	13	false	70.5
HH000236	Mali	2,021	urban	poorer	2	3	female	surface_water	safely_managed	girl_child	141	2	282	true	tired_at_school	false	false	false	false	0	23	37	false	55.5
HH000237	Zambia	2,019	urban	poorer	2	7	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	30	32	false	47.5
HH000238	Tanzania	2,025	rural	poorer	2	9	female	surface_water	unimproved	girl_child	64	3	192	true	misses_school	false	false	false	true	0	48	62	false	48.5
HH000239	Ethiopia	2,018	rural	richer	4	7	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	27	33	true	55
HH000240	Zambia	2,021	urban	middle	3	11	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	11	24	false	59.5
HH000241	Mali	2,020	urban	richer	4	10	male	basic	basic	on_premises	0	0	0	false	none	false	true	true	false	0	7	19	false	56
HH000242	Malawi	2,023	urban	poorest	1	10	female	unimproved	unimproved	girl_child	43	2	86	true	late_for_school	false	false	true	true	0	34	36	false	45.5
HH000243	Zambia	2,023	rural	poorest	1	5	male	unimproved	unimproved	adult_man	118	1	118	true	none	false	true	true	true	0	55	56	false	43.5
HH000244	Uganda	2,021	rural	poorest	1	8	male	unimproved	open_defecation	adult_man	80	4	320	true	none	false	false	true	true	0	42	62	false	39.5
HH000245	Rwanda	2,018	urban	poorest	1	10	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	35	54	false	46
HH000246	Nigeria	2,018	urban	poorer	2	10	male	basic	limited	on_premises	0	0	0	false	none	false	false	false	false	19	31	26	false	51
HH000247	Malawi	2,023	rural	richest	5	9	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	8	20	20	false	55.5
HH000248	Uganda	2,021	urban	richest	5	3	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	5	3	false	65.5
HH000249	Zambia	2,020	urban	poorest	1	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	30	51	false	54
HH000250	Ghana	2,023	rural	poorer	2	4	male	unimproved	basic	adult_woman	69	4	276	true	none	false	false	false	false	0	35	63	false	41.5
HH000251	Rwanda	2,019	rural	middle	3	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	38	47	true	51.5
HH000252	Mozambique	2,020	urban	poorer	2	6	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	20	44	false	60
HH000253	Kenya	2,021	rural	poorest	1	3	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	44	74	false	36.5
HH000254	DRC	2,021	rural	middle	3	8	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	30	36	false	42.5
HH000255	Tanzania	2,022	rural	middle	3	11	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	28	42	false	56
HH000256	Mali	2,023	urban	poorer	2	10	male	limited	open_defecation	girl_child	45	3	135	true	tired_at_school	false	false	true	false	0	22	40	true	59.5
HH000257	Niger	2,025	rural	middle	3	10	male	unimproved	basic	adult_woman	77	1	77	false	none	false	false	false	false	0	28	42	true	43.5
HH000258	Mali	2,019	rural	poorest	1	3	male	limited	limited	adult_woman	47	3	141	true	none	false	false	true	false	6	55	55	false	38.5
HH000259	Rwanda	2,023	rural	richer	4	4	male	surface_water	unimproved	adult_woman	160	4	640	false	none	false	false	false	true	0	26	44	false	56.5
HH000260	DRC	2,024	urban	poorer	2	8	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	29	31	false	53
HH000261	Kenya	2,024	rural	richest	5	4	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	20	33	false	67
HH000262	Nigeria	2,023	rural	poorer	2	3	female	unimproved	safely_managed	adult_woman	117	3	351	false	none	true	true	false	false	0	38	49	true	40.5
HH000263	Uganda	2,020	rural	richest	5	8	male	safely_managed	limited	on_premises	0	0	0	false	none	false	true	false	false	27	22	32	false	64
HH000264	Senegal	2,024	rural	poorest	1	11	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	49	73	true	41
HH000265	Kenya	2,018	rural	middle	3	11	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	27	39	false	53
HH000266	Ethiopia	2,018	urban	richer	4	11	female	safely_managed	limited	on_premises	0	0	0	false	none	false	true	false	false	28	8	17	false	68
HH000267	Tanzania	2,022	rural	middle	3	3	male	surface_water	limited	adult_woman	137	3	411	false	none	false	false	true	false	7	34	45	false	46
HH000268	Nigeria	2,020	rural	richest	5	4	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	10	28	false	63
HH000269	Niger	2,022	rural	middle	3	8	male	unimproved	open_defecation	hired	58	4	232	true	none	false	false	true	true	0	36	54	true	42
HH000270	Uganda	2,023	urban	poorer	2	3	male	unimproved	basic	adult_woman	66	4	264	true	none	true	false	false	false	0	25	37	false	51.5
HH000271	Zambia	2,018	urban	poorer	2	11	male	limited	safely_managed	hired	58	2	116	true	none	false	true	false	false	0	27	39	true	52
HH000272	DRC	2,020	rural	poorer	2	8	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	48	48	false	43
HH000273	Mozambique	2,021	urban	richer	4	3	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	8	6	false	60.5
HH000274	Senegal	2,018	rural	poorer	2	11	female	unimproved	limited	girl_child	81	2	162	false	late_for_school	false	false	false	false	26	39	56	false	48
HH000275	Mozambique	2,020	urban	poorer	2	7	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	27	41	false	50
HH000276	Rwanda	2,020	rural	poorest	1	9	female	unimproved	open_defecation	adult_woman	75	1	75	false	none	false	false	true	true	0	47	68	true	32
HH000277	Mali	2,024	rural	poorest	1	3	male	limited	unimproved	boy_child	55	3	165	false	misses_school	false	false	true	false	0	44	57	true	39
HH000278	DRC	2,022	rural	richest	5	11	female	surface_water	limited	adult_woman	104	4	416	true	none	false	false	false	false	20	22	29	false	57
HH000279	Rwanda	2,021	urban	richer	4	9	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	11	15	false	68.5
HH000280	Nigeria	2,022	urban	richer	4	6	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	5	18	false	67
HH000281	Niger	2,024	rural	poorest	1	5	female	safely_managed	open_defecation	on_premises	0	0	0	false	none	true	false	true	true	0	52	70	false	45
HH000282	Mozambique	2,025	rural	richer	4	3	female	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	24	37	true	56.5
HH000283	Malawi	2,019	rural	middle	3	6	female	unimproved	limited	adult_woman	91	2	182	true	none	false	false	false	false	11	35	40	false	46.5
HH000284	Malawi	2,022	urban	richer	4	3	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	true	false	true	0	4	8	false	61
HH000285	Malawi	2,022	urban	richer	4	5	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	4	19	false	62
HH000286	Tanzania	2,023	rural	poorest	1	9	female	surface_water	basic	boy_child	167	3	501	true	misses_school	true	false	false	false	0	46	63	true	43.5
HH000287	Ghana	2,019	urban	poorer	2	7	male	surface_water	open_defecation	boy_child	177	4	708	true	late_for_school	false	false	true	false	0	24	37	false	55.5
HH000288	Mozambique	2,024	urban	poorest	1	5	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	40	39	true	50
HH000289	Ethiopia	2,022	rural	middle	3	9	male	limited	limited	adult_man	18	3	54	true	none	false	false	false	false	14	39	54	false	42
HH000290	Ghana	2,020	rural	richer	4	10	male	safely_managed	basic	on_premises	0	0	0	false	none	true	false	false	false	0	31	29	false	54
HH000291	Senegal	2,021	rural	middle	3	7	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	26	44	false	52.5
HH000292	DRC	2,022	rural	middle	3	10	male	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	40	35	false	42
HH000293	Tanzania	2,024	rural	middle	3	11	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	27	47	true	48
HH000294	Nigeria	2,018	rural	poorer	2	9	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	19	47	53	true	37
HH000295	Niger	2,022	urban	richer	4	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	4	23	false	62
HH000296	Senegal	2,023	urban	poorest	1	11	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	36	53	false	42.5
HH000297	Tanzania	2,020	rural	richest	5	7	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	11	15	false	56
HH000298	Senegal	2,023	urban	richer	4	8	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	27	10	13	false	65.5
HH000299	DRC	2,019	urban	poorest	1	9	male	surface_water	limited	adult_woman	72	4	288	false	none	false	false	false	false	23	28	37	false	47.5
HH000300	Tanzania	2,022	rural	middle	3	7	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	31	44	true	53

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