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
HH004301	Mali	2,022	rural	richest	5	6	male	safely_managed	unimproved	on_premises	0	0	0	false	none	true	false	true	true	0	17	15	true	58
HH004302	Tanzania	2,021	rural	middle	3	5	male	unimproved	open_defecation	adult_man	34	2	68	true	none	false	false	true	true	0	26	37	true	49.5
HH004303	Ethiopia	2,019	urban	richest	5	8	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	3	6	false	72.5
HH004304	Uganda	2,024	rural	poorest	1	6	male	limited	unimproved	boy_child	27	4	108	true	misses_school	false	false	true	false	0	43	55	true	40
HH004305	Ghana	2,024	rural	poorer	2	4	female	limited	safely_managed	adult_man	44	4	176	true	none	false	false	false	false	0	48	46	true	38
HH004306	Zambia	2,020	urban	richer	4	4	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	13	13	false	68
HH004307	Uganda	2,019	urban	poorest	1	9	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	28	37	false	44.5
HH004308	Nigeria	2,025	urban	poorer	2	5	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	32	44	true	59.5
HH004309	Ghana	2,023	rural	poorest	1	9	female	unimproved	unimproved	adult_woman	88	1	88	false	none	false	false	false	true	0	43	61	true	37.5
HH004310	Rwanda	2,025	rural	middle	3	6	female	basic	unimproved	on_premises	0	0	0	false	none	true	true	false	true	0	30	40	false	50.5
HH004311	Kenya	2,018	urban	poorest	1	5	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	38	48	false	43
HH004312	Ghana	2,021	rural	poorer	2	9	female	unimproved	unimproved	adult_man	118	4	472	true	none	false	false	true	false	0	44	46	false	43.5
HH004313	Nigeria	2,025	rural	middle	3	11	female	unimproved	open_defecation	girl_child	76	3	228	true	misses_school	true	false	true	true	0	34	53	false	57.5
HH004314	Rwanda	2,025	urban	middle	3	6	male	safely_managed	limited	on_premises	0	0	0	false	none	false	true	false	false	24	23	23	false	65.5
HH004315	Tanzania	2,022	urban	poorest	1	10	male	limited	unimproved	hired	20	2	40	true	none	false	false	true	false	0	31	51	true	52
HH004316	Mozambique	2,018	rural	middle	3	5	male	unimproved	limited	adult_woman	71	3	213	false	none	false	false	false	false	13	40	38	false	51
HH004317	Senegal	2,025	urban	richer	4	6	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	10	20	false	61.5
HH004318	Malawi	2,021	rural	richest	5	11	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	12	16	false	61.5
HH004319	Mali	2,021	rural	middle	3	9	male	surface_water	basic	adult_man	119	4	476	false	none	false	false	false	false	0	29	43	false	55.5
HH004320	Kenya	2,025	rural	middle	3	8	male	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	false	0	39	48	true	44.5
HH004321	Mozambique	2,019	rural	poorest	1	6	male	basic	unimproved	on_premises	0	0	0	false	none	false	false	false	false	0	51	69	true	39.5
HH004322	Nigeria	2,023	urban	poorest	1	4	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	35	49	false	51.5
HH004323	Mali	2,020	rural	poorer	2	3	female	unimproved	limited	adult_woman	105	4	420	true	none	false	false	false	false	17	39	57	true	40
HH004324	Tanzania	2,018	urban	richest	5	6	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	2	9	false	62
HH004325	Niger	2,024	rural	poorest	1	6	female	unimproved	unimproved	adult_woman	99	1	99	false	none	false	true	false	true	0	51	67	true	42
HH004326	Zambia	2,020	urban	poorer	2	9	female	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	26	42	false	46
HH004327	Ethiopia	2,021	rural	poorer	2	10	male	limited	limited	adult_woman	55	2	110	true	none	false	false	true	false	11	41	49	false	40.5
HH004328	Niger	2,021	rural	poorest	1	3	male	unimproved	unimproved	adult_woman	62	4	248	true	none	false	true	true	false	0	45	61	true	43.5
HH004329	Nigeria	2,025	rural	poorest	1	5	male	unimproved	unimproved	boy_child	56	1	56	false	late_for_school	false	false	true	false	0	51	57	false	37.5
HH004330	Zambia	2,020	rural	poorer	2	9	female	limited	basic	girl_child	55	4	220	false	misses_school	false	false	false	false	0	41	52	true	39
HH004331	Niger	2,022	rural	richer	4	6	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	19	33	false	53
HH004332	Mali	2,023	urban	poorer	2	4	female	basic	basic	on_premises	0	0	0	false	none	false	false	true	false	0	29	42	false	60.5
HH004333	Zambia	2,018	urban	poorer	2	10	male	limited	safely_managed	adult_man	56	2	112	true	none	false	false	false	false	0	23	27	false	50
HH004334	Nigeria	2,023	rural	poorer	2	7	male	surface_water	unimproved	boy_child	81	1	81	true	tired_at_school	false	false	true	false	0	47	61	true	48.5
HH004335	Ethiopia	2,020	rural	richest	5	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	18	22	false	55
HH004336	Ghana	2,019	rural	richest	5	5	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	13	29	false	56.5
HH004337	DRC	2,025	urban	richest	5	7	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	0	0	false	73.5
HH004338	Ghana	2,023	urban	middle	3	4	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	13	31	false	54.5
HH004339	Rwanda	2,023	rural	poorest	1	5	male	limited	open_defecation	girl_child	54	1	54	true	none	false	false	true	true	0	49	58	false	39.5
HH004340	Ethiopia	2,025	urban	poorest	1	7	male	basic	unimproved	on_premises	0	0	0	false	none	true	false	false	true	0	35	38	true	47.5
HH004341	Tanzania	2,020	rural	poorest	1	4	male	surface_water	open_defecation	hired	161	1	161	true	none	false	false	true	true	0	50	65	false	42
HH004342	Senegal	2,024	urban	middle	3	10	male	unimproved	limited	adult_woman	50	2	100	true	none	false	false	false	false	12	13	22	false	64
HH004343	Zambia	2,022	rural	richest	5	9	female	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	10	23	false	56
HH004344	Ghana	2,018	rural	richest	5	8	male	limited	safely_managed	adult_woman	22	4	88	true	none	false	false	true	false	0	18	22	true	61
HH004345	Ethiopia	2,021	rural	richer	4	5	female	basic	unimproved	on_premises	0	0	0	false	none	false	false	true	true	0	31	33	true	52.5
HH004346	Mali	2,025	rural	middle	3	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	true	true	false	false	0	36	49	false	54.5
HH004347	Mali	2,020	rural	poorer	2	4	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	40	60	false	39
HH004348	Kenya	2,024	rural	poorest	1	5	male	surface_water	limited	adult_man	108	1	108	true	none	false	false	false	false	25	52	66	false	41
HH004349	Kenya	2,023	rural	poorest	1	5	female	limited	open_defecation	adult_woman	51	4	204	true	none	false	false	true	false	0	43	61	false	37.5
HH004350	Ghana	2,024	rural	middle	3	7	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	28	52	true	53
HH004351	Zambia	2,019	urban	middle	3	10	male	basic	basic	on_premises	0	0	0	false	none	false	false	true	false	0	13	28	false	56.5
HH004352	Rwanda	2,021	rural	richer	4	9	female	unimproved	basic	adult_woman	79	2	158	true	none	false	false	true	false	0	26	41	true	46.5
HH004353	Kenya	2,019	urban	middle	3	9	male	basic	basic	on_premises	0	0	0	false	none	false	false	false	false	0	25	25	false	63.5
HH004354	Uganda	2,021	urban	poorer	2	4	male	surface_water	open_defecation	adult_woman	79	1	79	true	none	false	false	true	false	0	29	25	false	60.5
HH004355	Ghana	2,024	rural	richest	5	4	male	surface_water	limited	adult_woman	127	3	381	true	none	false	false	true	false	16	17	17	false	57
HH004356	Senegal	2,025	urban	poorest	1	10	male	limited	unimproved	adult_woman	56	4	224	true	none	false	false	true	true	0	27	42	false	55.5
HH004357	Niger	2,018	rural	richest	5	3	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	10	19	false	51
HH004358	DRC	2,022	rural	richer	4	4	male	basic	limited	on_premises	0	0	0	false	none	true	false	false	false	23	25	35	true	48
HH004359	Mali	2,020	urban	middle	3	10	female	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	26	18	19	false	53
HH004360	Malawi	2,019	urban	richest	5	6	female	basic	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	0	0	false	62.5
HH004361	Uganda	2,022	urban	richest	5	3	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	0	12	false	71
HH004362	Ethiopia	2,021	rural	poorest	1	4	male	limited	unimproved	boy_child	29	3	87	true	tired_at_school	false	false	false	false	0	43	74	false	36.5
HH004363	DRC	2,019	urban	poorer	2	6	female	unimproved	unimproved	adult_man	95	2	190	false	none	false	false	false	true	0	33	29	false	53.5
HH004364	Rwanda	2,025	rural	poorest	1	5	male	limited	basic	girl_child	38	1	38	false	tired_at_school	false	false	false	false	0	42	59	true	46.5
HH004365	Ghana	2,024	urban	poorest	1	7	female	unimproved	basic	girl_child	34	4	136	true	late_for_school	false	false	false	false	0	35	45	true	45
HH004366	DRC	2,023	urban	poorest	1	11	male	basic	limited	on_premises	0	0	0	false	none	true	false	true	false	13	29	36	true	54.5
HH004367	Uganda	2,020	rural	poorest	1	7	male	unimproved	unimproved	hired	109	3	327	false	none	false	true	false	false	0	56	67	false	36
HH004368	Kenya	2,019	rural	richest	5	11	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	10	11	34	false	50.5
HH004369	Tanzania	2,019	urban	poorer	2	5	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	23	38	true	55.5
HH004370	Tanzania	2,024	rural	richest	5	7	female	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	22	19	false	60
HH004371	Kenya	2,021	urban	middle	3	4	male	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	false	0	11	24	false	64.5
HH004372	Kenya	2,020	urban	poorer	2	8	male	safely_managed	basic	on_premises	0	0	0	false	none	false	false	false	false	0	27	36	true	46
HH004373	Uganda	2,019	urban	poorer	2	6	male	unimproved	safely_managed	girl_child	47	3	141	false	misses_school	true	true	false	false	0	28	41	true	57.5
HH004374	Uganda	2,022	rural	richest	5	8	female	unimproved	unimproved	adult_woman	63	2	126	true	none	true	false	false	true	0	12	22	true	53
HH004375	DRC	2,019	urban	poorest	1	8	female	unimproved	unimproved	adult_man	89	2	178	false	none	false	false	false	true	0	29	49	false	53.5
HH004376	Malawi	2,020	rural	middle	3	4	male	surface_water	open_defecation	adult_man	83	3	249	false	none	false	false	true	false	0	35	47	false	54
HH004377	Mozambique	2,023	rural	poorest	1	9	male	surface_water	basic	boy_child	71	1	71	true	tired_at_school	false	false	false	false	0	56	56	true	46.5
HH004378	Rwanda	2,020	rural	middle	3	7	male	surface_water	unimproved	adult_woman	153	2	306	true	none	false	false	false	false	0	36	50	false	43
HH004379	Nigeria	2,022	urban	richer	4	6	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	12	6	false	62
HH004380	Ghana	2,024	urban	poorer	2	5	female	limited	limited	boy_child	39	4	156	true	tired_at_school	false	false	false	false	26	21	29	false	55
HH004381	Niger	2,025	urban	richer	4	7	female	surface_water	open_defecation	adult_woman	136	3	408	true	none	true	false	true	true	0	6	13	false	67.5
HH004382	Mozambique	2,019	rural	poorer	2	5	female	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	41	64	true	41.5
HH004383	Rwanda	2,021	urban	middle	3	6	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	25	32	false	51.5
HH004384	Zambia	2,024	urban	poorest	1	5	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	31	51	false	45
HH004385	Ethiopia	2,021	rural	richer	4	6	male	basic	basic	on_premises	0	0	0	false	none	false	true	false	false	0	21	33	false	46.5
HH004386	Ghana	2,024	rural	richer	4	7	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	false	false	false	0	31	36	false	58
HH004387	Mali	2,019	urban	poorer	2	9	male	unimproved	safely_managed	hired	56	3	168	true	none	false	true	false	false	0	25	44	true	52.5
HH004388	DRC	2,020	urban	richer	4	10	male	basic	safely_managed	on_premises	0	0	0	false	none	false	false	true	false	0	3	20	false	58
HH004389	Mali	2,019	urban	middle	3	5	male	safely_managed	basic	on_premises	0	0	0	false	none	false	true	false	false	0	12	32	false	56.5
HH004390	Zambia	2,019	urban	richer	4	8	male	safely_managed	safely_managed	on_premises	0	0	0	false	none	false	true	false	false	0	16	16	false	57.5
HH004391	Ghana	2,019	rural	poorest	1	3	male	unimproved	limited	adult_woman	81	2	162	true	none	false	true	false	false	21	55	67	false	31.5
HH004392	Zambia	2,025	rural	middle	3	3	female	basic	open_defecation	on_premises	0	0	0	false	none	false	false	true	true	0	34	38	true	44.5
HH004393	Tanzania	2,021	rural	richer	4	5	female	surface_water	basic	girl_child	123	1	123	true	misses_school	false	true	false	false	0	21	38	false	46.5
HH004394	Nigeria	2,022	urban	richest	5	6	male	safely_managed	open_defecation	on_premises	0	0	0	false	none	false	false	false	true	0	1	0	false	70
HH004395	Niger	2,022	rural	richest	5	7	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	true	false	28	19	25	false	53
HH004396	DRC	2,024	urban	middle	3	8	female	safely_managed	unimproved	on_premises	0	0	0	false	none	false	false	false	true	0	19	26	false	66
HH004397	Nigeria	2,022	urban	poorest	1	6	male	safely_managed	limited	on_premises	0	0	0	false	none	false	false	false	false	6	33	36	false	44
HH004398	DRC	2,025	rural	richer	4	9	female	surface_water	safely_managed	girl_child	152	1	152	false	tired_at_school	false	false	false	false	0	28	40	true	49.5
HH004399	Kenya	2,019	rural	poorer	2	4	female	surface_water	limited	adult_woman	116	4	464	true	none	false	false	false	false	10	37	64	true	49.5
HH004400	DRC	2,020	urban	middle	3	3	male	unimproved	unimproved	girl_child	37	2	74	true	late_for_school	true	false	true	true	0	17	20	false	65

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