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
HH004701	Zambia	2,018	urban	poorer	8	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004702	Nigeria	2,018	rural	poorest	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004703	Kenya	2,018	urban	poorest	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004704	Rwanda	2,022	rural	poorer	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004705	Malawi	2,018	rural	poorer	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004706	Nigeria	2,025	rural	middle	3	true	daily	field	no_facility	na	dusk	dry	none	false	false	2	true	1,295	false	true
HH004707	Mozambique	2,018	urban	poorer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004708	Tanzania	2,024	rural	middle	10	true	weekly	bush	facility_distant	cultural_habit	dusk	transitional	increases_rainy	true	true	1	true	802	true	true
HH004709	Rwanda	2,025	urban	poorest	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004710	Mozambique	2,019	rural	poorest	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004711	Kenya	2,021	rural	poorer	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004712	Uganda	2,023	urban	poorer	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004713	Ethiopia	2,021	urban	middle	5	true	daily	riverside	privacy_concerns	na	dawn	rainy	none	false	false	1	false	386	false	true
HH004714	DRC	2,019	rural	poorest	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004715	Ethiopia	2,024	rural	richest	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004716	Nigeria	2,018	urban	middle	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004717	Senegal	2,018	urban	poorer	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004718	Uganda	2,020	rural	poorest	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004719	Zambia	2,023	rural	poorer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004720	DRC	2,020	rural	middle	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004721	Zambia	2,018	rural	poorest	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004722	Malawi	2,019	urban	richest	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004723	Zambia	2,022	rural	poorer	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004724	Zambia	2,023	rural	poorest	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004725	Ethiopia	2,024	rural	richer	6	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004726	Uganda	2,023	urban	poorest	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004727	Kenya	2,022	urban	poorer	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004728	Ghana	2,018	urban	poorest	11	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004729	Ethiopia	2,021	urban	poorer	10	true	daily	drainage	no_facility	na	dawn_dusk	transitional	increases_dry	false	true	1	false	374	false	true
HH004730	Malawi	2,024	urban	richer	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004731	Kenya	2,018	rural	richest	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004732	Mali	2,023	urban	poorer	9	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004733	Niger	2,021	rural	poorest	3	true	daily	bush	no_facility	lack_privacy	dawn_dusk	rainy	year_round	false	false	1	false	1,816	false	true
HH004734	Uganda	2,021	urban	poorest	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004735	Ethiopia	2,022	rural	richer	7	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004736	Nigeria	2,019	urban	poorest	3	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004737	Zambia	2,025	rural	richer	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004738	Mozambique	2,020	rural	poorest	6	true	daily	bush	cultural_preference	social_norm	dawn_dusk	dry	none	true	false	4	true	178	false	true
HH004739	Niger	2,025	rural	poorest	6	true	weekly	field	facility_shared	na	dusk	dry	year_round	false	false	3	false	362	false	true
HH004740	Mozambique	2,023	urban	poorer	8	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004741	Tanzania	2,021	rural	richer	6	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004742	DRC	2,024	urban	middle	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004743	Tanzania	2,019	rural	richer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004744	Malawi	2,022	urban	poorest	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004745	Tanzania	2,020	rural	poorest	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004746	Malawi	2,023	urban	richest	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004747	Mozambique	2,021	urban	richer	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004748	Nigeria	2,019	urban	poorer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004749	Kenya	2,018	urban	poorest	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004750	Mali	2,020	rural	poorest	8	true	daily	riverbank	facility_distant	na	dusk	rainy	none	false	false	5	false	705	true	false
HH004751	Ghana	2,024	urban	poorest	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004752	Zambia	2,019	rural	poorest	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004753	Ghana	2,020	rural	poorest	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004754	Ghana	2,018	urban	poorest	8	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004755	Kenya	2,021	urban	poorest	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004756	Niger	2,021	rural	middle	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004757	Ghana	2,020	rural	poorest	7	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004758	Uganda	2,025	urban	poorest	5	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004759	Uganda	2,021	urban	middle	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004760	Mali	2,018	rural	poorest	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004761	Rwanda	2,023	rural	poorest	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004762	Ghana	2,020	rural	poorest	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004763	Ethiopia	2,022	rural	richer	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004764	Rwanda	2,020	rural	poorest	5	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004765	Mali	2,024	rural	richer	11	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004766	Malawi	2,023	urban	middle	5	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004767	Kenya	2,023	urban	richer	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004768	Malawi	2,024	urban	poorer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004769	Mali	2,025	rural	richer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004770	Mozambique	2,019	rural	richest	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004771	Ethiopia	2,024	rural	poorer	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004772	Malawi	2,023	rural	middle	11	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004773	Mozambique	2,025	rural	middle	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004774	Zambia	2,018	rural	middle	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004775	Mali	2,023	urban	poorest	8	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004776	Ethiopia	2,021	urban	poorer	3	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004777	Nigeria	2,024	urban	poorest	9	true	daily	alley	privacy_concerns	na	dawn	transitional	none	true	true	3	false	177	false	true
HH004778	Ghana	2,024	urban	poorer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004779	Tanzania	2,018	rural	poorest	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004780	Tanzania	2,020	rural	richest	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004781	Kenya	2,021	rural	middle	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004782	Niger	2,024	rural	poorer	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004783	Zambia	2,025	rural	richer	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004784	Rwanda	2,024	urban	poorest	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004785	Zambia	2,025	rural	poorest	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004786	Kenya	2,021	urban	middle	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004787	Rwanda	2,022	urban	poorer	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004788	DRC	2,025	urban	middle	3	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004789	Nigeria	2,018	rural	richer	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004790	Uganda	2,020	urban	poorest	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004791	DRC	2,023	urban	poorer	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004792	Ghana	2,019	urban	poorer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004793	Zambia	2,023	urban	poorer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004794	Senegal	2,019	rural	poorer	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004795	Ethiopia	2,020	rural	richest	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004796	Ethiopia	2,018	rural	poorer	7	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004797	Mali	2,024	rural	poorest	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH004798	Nigeria	2,023	rural	richer	8	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH004799	Nigeria	2,019	urban	poorest	10	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH004800	Zambia	2,020	rural	richer	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false

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