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
HH004901	Uganda	2,019	urban	richest	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004902	Zambia	2,020	rural	poorer	5	true	daily	riverbank	facility_shared	na	dawn	transitional	increases_dry	false	false	3	true	414	true	true
HH004903	Mali	2,024	rural	middle	10	true	seasonal	roadside	facility_broken	cultural_habit	dawn	rainy	increases_rainy	false	false	3	false	343	false	true
HH004904	Nigeria	2,023	urban	richest	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004905	DRC	2,024	urban	richest	9	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004906	Zambia	2,025	urban	richest	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004907	Rwanda	2,025	urban	poorer	8	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004908	Ethiopia	2,018	urban	poorest	11	true	daily	alley	no_facility	cleaner_alternative	dawn_dusk	transitional	year_round	true	false	4	true	601	false	true
HH004909	Mozambique	2,023	rural	poorer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004910	Nigeria	2,023	urban	poorer	9	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004911	Tanzania	2,023	urban	poorest	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004912	Mali	2,025	rural	middle	4	true	seasonal	bush	no_facility	cultural_habit	dawn_dusk	dry	increases_dry	false	false	2	false	309	false	false
HH004913	Rwanda	2,024	rural	poorer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004914	Malawi	2,024	rural	poorest	5	true	daily	bush	facility_shared	na	any_time	rainy	none	false	true	4	false	203	false	false
HH004915	Niger	2,022	rural	poorest	7	true	daily	bush	facility_broken	na	dawn_dusk	dry	none	false	false	5	false	76	false	true
HH004916	Mali	2,020	rural	richest	7	true	weekly	bush	facility_distant	lack_privacy	any_time	rainy	increases_dry	false	false	1	false	237	true	true
HH004917	Kenya	2,021	urban	poorer	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004918	Niger	2,019	rural	poorest	11	true	daily	bush	facility_distant	cultural_habit	night_only	rainy	year_round	false	false	2	false	1,206	true	false
HH004919	Ethiopia	2,018	rural	middle	5	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004920	Mozambique	2,018	rural	richer	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004921	Malawi	2,020	urban	poorer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004922	DRC	2,025	urban	poorest	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004923	Kenya	2,023	urban	middle	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004924	DRC	2,018	urban	poorest	4	true	weekly	vacant_lot	facility_distant	lack_privacy	dusk	dry	none	false	false	2	false	1,660	true	true
HH004925	Senegal	2,019	rural	richer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004926	Zambia	2,020	rural	poorest	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004927	Zambia	2,022	rural	middle	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004928	Senegal	2,022	rural	richest	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004929	Tanzania	2,022	urban	poorest	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004930	Ethiopia	2,024	urban	middle	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004931	Senegal	2,023	urban	poorer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004932	Kenya	2,021	rural	poorest	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004933	Mali	2,020	rural	middle	10	true	occasional	bush	privacy_concerns	na	dawn_dusk	dry	none	false	false	4	false	470	true	false
HH004934	Ethiopia	2,018	rural	poorest	5	true	daily	open_ground	privacy_concerns	na	dawn_dusk	dry	none	false	true	4	true	103	false	true
HH004935	Senegal	2,019	urban	poorest	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004936	Niger	2,023	rural	poorer	9	true	daily	bush	privacy_concerns	na	night_only	rainy	none	true	false	1	false	126	false	true
HH004937	Kenya	2,022	urban	middle	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004938	Malawi	2,025	rural	middle	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004939	Mozambique	2,022	urban	poorest	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004940	Nigeria	2,018	urban	richer	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004941	DRC	2,025	rural	poorest	7	true	daily	bush	facility_broken	na	dusk	dry	year_round	true	false	3	true	98	true	true
HH004942	DRC	2,021	rural	middle	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004943	Mozambique	2,023	urban	poorest	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004944	Uganda	2,022	urban	poorer	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004945	Kenya	2,025	rural	middle	3	true	daily	field	no_facility	cleaner_alternative	dawn	rainy	year_round	false	true	2	false	1,382	true	false
HH004946	DRC	2,020	urban	poorer	8	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004947	Mozambique	2,023	rural	richer	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004948	Ghana	2,023	urban	poorer	3	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004949	Senegal	2,023	urban	poorer	9	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004950	Tanzania	2,020	rural	poorer	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004951	Uganda	2,023	urban	poorer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004952	Kenya	2,021	rural	poorest	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004953	Kenya	2,019	urban	poorer	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004954	Kenya	2,024	urban	poorest	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004955	Niger	2,018	rural	middle	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004956	DRC	2,021	urban	richer	5	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004957	Mali	2,020	rural	poorer	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004958	Uganda	2,021	rural	richest	5	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004959	DRC	2,019	urban	poorer	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004960	Tanzania	2,025	rural	poorest	8	true	daily	roadside	no_facility	cultural_habit	dawn	dry	none	true	true	4	true	1,822	false	true
HH004961	Senegal	2,024	rural	poorer	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004962	Rwanda	2,021	urban	richest	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004963	Malawi	2,022	urban	poorer	10	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004964	Tanzania	2,020	rural	poorest	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004965	Ghana	2,020	urban	richest	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004966	Ethiopia	2,019	rural	poorer	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004967	Ethiopia	2,020	urban	poorer	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004968	Tanzania	2,023	rural	poorest	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004969	Senegal	2,024	urban	poorest	10	true	daily	riverside	no_facility	cultural_habit	dawn_dusk	transitional	increases_dry	false	true	4	true	1,290	true	true
HH004970	Senegal	2,022	urban	richest	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004971	Malawi	2,021	urban	poorest	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004972	Zambia	2,023	rural	poorest	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004973	Rwanda	2,025	urban	poorer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004974	Niger	2,025	rural	poorest	8	true	daily	field	no_facility	cleaner_alternative	night_only	rainy	none	false	false	4	false	947	true	true
HH004975	DRC	2,023	urban	poorest	7	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004976	DRC	2,024	rural	poorer	3	true	weekly	field	no_facility	na	any_time	rainy	none	false	false	1	false	1,890	true	false
HH004977	Uganda	2,023	rural	middle	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004978	Senegal	2,020	urban	poorest	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004979	Mali	2,025	rural	poorest	9	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004980	Tanzania	2,025	rural	poorest	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004981	Zambia	2,022	urban	poorer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004982	Ethiopia	2,021	rural	poorest	11	true	daily	field	privacy_concerns	na	dawn_dusk	rainy	year_round	false	false	5	true	118	false	false
HH004983	Tanzania	2,022	rural	poorest	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004984	Zambia	2,023	urban	poorer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004985	DRC	2,021	rural	poorer	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004986	DRC	2,020	urban	richer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004987	Nigeria	2,024	rural	poorest	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004988	Malawi	2,021	urban	poorest	5	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004989	Mali	2,024	rural	poorest	10	true	seasonal	bush	cultural_preference	na	dusk	rainy	year_round	false	true	4	true	252	false	true
HH004990	Uganda	2,025	rural	poorest	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004991	Mozambique	2,024	rural	poorer	5	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004992	Zambia	2,024	urban	middle	8	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004993	Uganda	2,025	urban	richer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004994	Uganda	2,023	rural	poorest	6	true	daily	bush	facility_shared	na	dusk	rainy	increases_rainy	false	false	5	true	186	true	true
HH004995	Senegal	2,022	urban	richer	9	true	daily	vacant_lot	privacy_concerns	na	dusk	rainy	none	false	false	5	true	25	true	true
HH004996	Mali	2,025	rural	poorer	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004997	Zambia	2,022	rural	richer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004998	Uganda	2,019	rural	poorer	3	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004999	Senegal	2,018	urban	richest	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH005000	Niger	2,018	rural	middle	3	true	daily	bush	facility_distant	lack_privacy	dawn_dusk	rainy	increases_rainy	true	true	1	true	1,924	false	false

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