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
HH000301	Ethiopia	2,021	rural	middle	3	true	daily	field	facility_distant	na	dawn	transitional	year_round	false	false	1	false	1,404	true	true
HH000302	Senegal	2,022	urban	poorer	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000303	Malawi	2,024	urban	poorest	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000304	Mozambique	2,023	rural	middle	6	true	daily	roadside	no_facility	na	night_only	dry	year_round	true	false	1	false	753	false	true
HH000305	Nigeria	2,020	urban	poorer	4	true	daily	riverside	facility_shared	na	dawn_dusk	dry	none	true	false	1	false	297	false	true
HH000306	Ethiopia	2,025	rural	poorest	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000307	Rwanda	2,021	urban	poorer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000308	Uganda	2,021	urban	middle	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000309	Niger	2,018	rural	richer	9	true	daily	roadside	cultural_preference	no_need	dawn_dusk	rainy	increases_rainy	false	true	2	true	258	false	true
HH000310	Malawi	2,025	urban	poorest	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000311	Ethiopia	2,024	rural	richest	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000312	Uganda	2,022	rural	poorer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000313	Ghana	2,020	urban	richer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000314	Rwanda	2,021	urban	middle	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000315	Kenya	2,022	rural	richest	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000316	Niger	2,021	rural	richest	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000317	Zambia	2,020	rural	poorest	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000318	Kenya	2,023	rural	middle	6	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000319	Mali	2,019	urban	poorer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000320	Mali	2,025	urban	poorer	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000321	Ghana	2,025	rural	poorer	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000322	Rwanda	2,025	rural	richer	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000323	Kenya	2,021	rural	richer	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000324	Malawi	2,023	rural	poorer	8	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000325	Zambia	2,019	rural	poorest	7	true	weekly	open_ground	facility_broken	cultural_habit	any_time	rainy	none	true	false	4	false	297	false	false
HH000326	Kenya	2,018	rural	middle	4	true	occasional	bush	facility_shared	na	dawn_dusk	rainy	none	true	true	3	true	486	false	false
HH000327	Senegal	2,024	rural	richer	8	true	daily	field	cultural_preference	no_need	dusk	transitional	none	false	true	3	true	153	false	true
HH000328	Nigeria	2,024	urban	middle	4	true	daily	drainage	no_facility	cleaner_alternative	any_time	dry	increases_rainy	false	true	1	false	315	false	true
HH000329	Kenya	2,022	urban	poorest	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000330	Malawi	2,023	rural	poorest	4	true	occasional	bush	no_facility	na	dusk	dry	none	false	false	1	true	1,514	true	true
HH000331	Nigeria	2,025	urban	poorer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000332	Mali	2,024	rural	poorest	4	true	occasional	bush	no_facility	cleaner_alternative	night_only	dry	increases_rainy	true	false	3	false	1,062	true	false
HH000333	Mozambique	2,021	rural	poorer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000334	Kenya	2,022	rural	middle	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000335	Rwanda	2,022	urban	richer	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000336	Rwanda	2,022	urban	poorer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000337	Mozambique	2,018	rural	richer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000338	Kenya	2,024	rural	poorer	8	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000339	Mozambique	2,024	urban	poorest	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000340	Zambia	2,023	urban	middle	7	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000341	Niger	2,022	rural	poorer	7	true	seasonal	riverbank	privacy_concerns	na	dawn	rainy	none	false	false	3	false	126	true	true
HH000342	Ghana	2,024	urban	richer	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000343	Niger	2,023	rural	poorer	9	true	daily	bush	no_facility	lack_privacy	dawn_dusk	rainy	increases_dry	true	false	3	true	1,110	true	true
HH000344	Niger	2,018	rural	poorest	4	true	weekly	bush	facility_broken	cleaner_alternative	dawn	rainy	increases_dry	true	false	3	false	276	false	true
HH000345	Ethiopia	2,018	urban	middle	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000346	Nigeria	2,021	rural	middle	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000347	Tanzania	2,019	rural	richest	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000348	Mali	2,023	rural	richer	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000349	Senegal	2,018	urban	poorest	11	true	occasional	vacant_lot	no_facility	na	dusk	rainy	increases_dry	true	false	3	false	1,535	false	true
HH000350	Niger	2,023	rural	richer	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000351	Niger	2,020	rural	poorest	8	true	daily	field	facility_distant	lack_privacy	dusk	rainy	none	false	false	5	true	1,207	false	false
HH000352	Mozambique	2,023	rural	poorer	5	true	daily	bush	no_facility	na	any_time	dry	none	true	false	1	true	1,923	false	true
HH000353	DRC	2,022	rural	poorer	4	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000354	Zambia	2,025	rural	poorest	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000355	Rwanda	2,023	rural	poorer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000356	Ghana	2,020	urban	richer	3	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000357	Senegal	2,025	rural	poorer	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000358	Niger	2,025	rural	richest	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000359	Mali	2,025	urban	middle	4	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000360	Zambia	2,024	urban	richest	8	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000361	Niger	2,024	rural	poorer	10	true	weekly	riverbank	no_facility	lack_privacy	dawn_dusk	transitional	year_round	true	false	2	false	1,474	false	false
HH000362	Kenya	2,022	urban	poorest	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000363	Nigeria	2,025	rural	poorest	11	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000364	Nigeria	2,022	rural	poorest	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000365	Mali	2,022	rural	poorer	8	true	daily	bush	facility_broken	na	any_time	dry	year_round	true	false	2	false	96	false	false
HH000366	Ghana	2,023	urban	poorest	10	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000367	Ghana	2,025	rural	richer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000368	Rwanda	2,024	rural	richest	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000369	Ghana	2,025	urban	richest	3	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000370	DRC	2,021	rural	poorer	6	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000371	Malawi	2,020	urban	richer	10	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000372	Nigeria	2,020	rural	poorest	3	true	weekly	bush	facility_broken	cultural_habit	any_time	transitional	none	true	false	1	false	12	false	true
HH000373	Rwanda	2,020	urban	poorer	10	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000374	Malawi	2,023	urban	middle	9	false	never	na	na	na	na	transitional	none	false	false	0	false	-1	false	false
HH000375	Mali	2,020	urban	richest	5	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000376	Senegal	2,025	rural	poorest	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000377	DRC	2,018	urban	richer	9	true	daily	beach	no_facility	lack_privacy	dusk	rainy	none	false	false	1	false	901	false	true
HH000378	Mali	2,021	rural	poorest	8	true	weekly	field	cultural_preference	no_need	night_only	rainy	none	false	true	3	false	119	false	false
HH000379	Tanzania	2,024	rural	richest	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000380	DRC	2,021	rural	poorest	5	true	daily	field	no_facility	cultural_habit	night_only	rainy	increases_rainy	true	false	3	true	1,310	true	false
HH000381	Mali	2,019	urban	poorest	3	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000382	Malawi	2,024	urban	middle	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000383	Senegal	2,022	rural	middle	5	true	daily	open_ground	facility_broken	na	dawn	dry	year_round	false	false	4	false	417	false	true
HH000384	Nigeria	2,020	urban	middle	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000385	DRC	2,024	rural	poorest	8	true	daily	roadside	facility_distant	na	night_only	rainy	none	true	false	3	false	809	false	false
HH000386	Nigeria	2,020	urban	richer	4	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000387	Tanzania	2,024	rural	poorest	9	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000388	Senegal	2,021	rural	poorer	9	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000389	Nigeria	2,020	urban	poorer	11	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000390	Zambia	2,021	rural	poorer	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000391	Niger	2,023	rural	poorest	3	true	daily	riverbank	no_facility	cultural_habit	dusk	transitional	increases_dry	false	false	2	false	549	true	true
HH000392	Kenya	2,019	urban	richer	7	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000393	Uganda	2,024	rural	middle	6	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000394	Mozambique	2,021	rural	poorer	7	true	occasional	field	cultural_preference	facility_unavailable	dusk	rainy	increases_dry	false	false	4	false	339	false	true
HH000395	DRC	2,024	rural	poorer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000396	Rwanda	2,024	urban	richest	9	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000397	Kenya	2,024	urban	poorest	6	false	never	na	na	na	na	dry	none	false	false	0	false	-1	false	false
HH000398	Mali	2,022	urban	richer	7	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000399	DRC	2,021	rural	richest	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false
HH000400	Ethiopia	2,022	rural	poorer	5	false	never	na	na	na	na	rainy	none	false	false	0	false	-1	false	false

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