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	household_size int64 3 11	practices_open_defecation bool 2 classes	frequency stringclasses 5 values	primary_location stringclasses 11 values	main_reason stringclasses 7 values	secondary_reason stringclasses 7 values	time_of_day stringclasses 6 values	season stringclasses 3 values	seasonal_variation stringclasses 4 values	behavior_change_dry_season bool 2 classes	behavior_change_rainy_season bool 2 classes	household_members_practicing int64 0 5	children_under_5_practicing bool 2 classes	distance_to_alternative_m int64 -1 2k	awareness_of_health_risks bool 2 classes	willing_to_change_behavior bool 2 classes
HH000101	Uganda	2,018	urban	poorest	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000102	Niger	2,025	rural	poorest	3	true	daily	field	facility_shared	na	any_time	rainy	increases_rainy	false	false	2	false	400	true	true
HH000103	Ethiopia	2,025	urban	richer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000104	Malawi	2,023	urban	poorest	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000105	Mozambique	2,022	urban	poorest	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000106	Tanzania	2,025	urban	poorer	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000107	Uganda	2,019	urban	poorest	7	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000108	Rwanda	2,020	urban	poorer	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000109	Mali	2,022	urban	richest	5	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000110	Ethiopia	2,023	urban	poorer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000111	DRC	2,021	urban	poorest	8	true	daily	alley	cultural_preference	social_norm	dawn_dusk	dry	increases_rainy	false	false	3	false	249	true	true
HH000112	Rwanda	2,023	urban	poorer	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000113	Ghana	2,019	urban	middle	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000114	Mali	2,022	rural	poorest	10	true	daily	open_ground	facility_shared	na	any_time	dry	year_round	false	true	2	false	151	false	true
HH000115	Zambia	2,021	rural	poorest	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000116	Ghana	2,020	urban	poorest	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000117	Rwanda	2,023	rural	poorer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000118	Nigeria	2,020	urban	poorer	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000119	Tanzania	2,018	rural	poorer	9	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000120	Tanzania	2,022	urban	poorer	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000121	Ghana	2,020	urban	richest	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000122	Ethiopia	2,023	rural	poorer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000123	Mozambique	2,022	rural	poorer	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000124	Niger	2,024	rural	middle	5	true	occasional	bush	no_facility	lack_privacy	dusk	dry	increases_dry	false	true	4	true	1,000	true	true
HH000125	Rwanda	2,025	rural	middle	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000126	Malawi	2,021	urban	richer	9	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000127	Rwanda	2,018	urban	poorest	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000128	Rwanda	2,019	urban	middle	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000129	Nigeria	2,025	rural	richer	7	true	seasonal	bush	facility_shared	na	dawn_dusk	dry	none	false	false	1	true	322	true	false
HH000130	Mozambique	2,024	rural	poorer	6	true	daily	field	facility_shared	na	any_time	dry	increases_dry	true	true	2	false	86	false	true
HH000131	Nigeria	2,020	rural	poorer	9	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000132	Ghana	2,019	urban	poorer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000133	Ethiopia	2,018	urban	poorest	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000134	Niger	2,023	rural	middle	5	true	daily	bush	cultural_preference	facility_unavailable	dawn	dry	none	false	false	4	false	470	true	false
HH000135	Nigeria	2,025	rural	middle	10	true	weekly	riverbank	facility_shared	na	dawn_dusk	rainy	none	false	true	4	false	475	true	true
HH000136	Malawi	2,025	urban	poorest	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000137	DRC	2,023	urban	poorer	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000138	Ethiopia	2,023	urban	poorest	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000139	DRC	2,025	rural	poorer	7	true	occasional	riverbank	cultural_preference	no_need	dawn	dry	increases_rainy	false	false	1	false	221	false	false
HH000140	Senegal	2,024	rural	middle	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000141	Mali	2,022	rural	middle	10	true	occasional	bush	no_facility	na	any_time	rainy	increases_dry	false	false	1	true	340	true	true
HH000142	Uganda	2,025	urban	poorer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000143	Ethiopia	2,024	rural	poorer	4	true	weekly	field	privacy_concerns	na	dawn	dry	none	false	false	2	false	96	true	false
HH000144	Tanzania	2,024	urban	poorest	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000145	Ethiopia	2,022	urban	poorer	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000146	Ghana	2,022	urban	poorer	3	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000147	Ethiopia	2,025	rural	richest	9	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000148	Senegal	2,023	rural	richer	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000149	Malawi	2,025	rural	poorest	7	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000150	Ghana	2,024	rural	poorer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000151	Ghana	2,023	urban	richest	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000152	Kenya	2,020	urban	richest	9	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000153	Kenya	2,020	urban	richest	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000154	Kenya	2,024	urban	poorer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000155	Ghana	2,022	rural	poorest	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000156	Niger	2,020	urban	poorest	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000157	Mozambique	2,023	rural	richer	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000158	Rwanda	2,021	urban	poorest	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000159	Nigeria	2,022	urban	poorer	10	true	daily	alley	privacy_concerns	na	dawn	dry	year_round	false	false	3	false	254	true	true
HH000160	Mali	2,020	rural	poorest	5	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000161	Nigeria	2,019	urban	poorest	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000162	Rwanda	2,021	rural	middle	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000163	Uganda	2,020	urban	richer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000164	Kenya	2,019	urban	middle	9	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000165	Tanzania	2,018	urban	richer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000166	Rwanda	2,025	rural	poorer	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000167	Senegal	2,018	urban	poorest	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000168	Zambia	2,024	urban	poorest	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000169	Nigeria	2,022	rural	poorest	10	true	daily	open_ground	no_facility	na	dawn_dusk	dry	year_round	true	false	1	false	1,391	false	false
HH000170	Mozambique	2,023	rural	poorer	9	true	daily	bush	no_facility	na	dawn	rainy	increases_dry	false	false	3	true	503	false	true
HH000171	DRC	2,021	rural	middle	8	true	occasional	riverbank	facility_broken	lack_privacy	dusk	dry	increases_dry	true	false	5	true	315	false	true
HH000172	Ghana	2,024	urban	richer	3	true	daily	beach	facility_distant	cleaner_alternative	dawn	dry	increases_rainy	false	false	2	true	1,458	false	true
HH000173	Mali	2,025	rural	poorer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000174	Uganda	2,023	urban	richest	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000175	Nigeria	2,020	rural	richest	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000176	Mali	2,025	urban	poorer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000177	Niger	2,021	rural	poorest	5	true	weekly	roadside	facility_broken	na	dawn	transitional	year_round	false	false	2	false	124	false	true
HH000178	Ethiopia	2,025	rural	poorer	11	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000179	Tanzania	2,022	urban	poorer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000180	Malawi	2,019	rural	poorest	5	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000181	Mali	2,023	rural	poorest	10	true	daily	open_ground	no_facility	na	dawn_dusk	transitional	year_round	true	false	3	false	331	true	false
HH000182	Niger	2,020	rural	poorest	8	true	occasional	field	facility_shared	na	dawn_dusk	transitional	increases_dry	false	false	4	false	355	false	true
HH000183	Zambia	2,023	rural	richer	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000184	Nigeria	2,025	urban	poorer	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000185	Uganda	2,018	rural	poorest	8	true	occasional	riverbank	facility_shared	na	dawn	transitional	increases_rainy	false	false	5	true	172	false	true
HH000186	Malawi	2,018	urban	richer	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000187	Zambia	2,019	rural	richer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000188	Mali	2,025	rural	poorest	9	true	daily	bush	facility_shared	na	dusk	dry	year_round	true	true	1	false	14	true	true
HH000189	Zambia	2,020	urban	poorest	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000190	Senegal	2,020	urban	poorer	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000191	Ghana	2,024	rural	poorest	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000192	DRC	2,022	urban	poorer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000193	Tanzania	2,021	urban	richer	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000194	DRC	2,022	rural	richer	11	true	daily	field	facility_distant	cultural_habit	dusk	dry	increases_rainy	false	true	4	true	1,174	false	false
HH000195	Rwanda	2,025	rural	richer	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000196	Ghana	2,023	rural	poorest	11	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000197	Zambia	2,022	rural	poorest	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000198	Mali	2,018	rural	middle	8	true	daily	bush	facility_broken	cultural_habit	dawn	dry	increases_dry	true	true	4	false	70	true	false
HH000199	Uganda	2,025	urban	poorer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000200	Senegal	2,020	urban	richer	5	true	daily	vacant_lot	no_facility	cultural_habit	dusk	transitional	none	false	false	4	false	669	false	false

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