Subset (3)

district_hospital · 10k rows

Split (1)

train · 10k rows

id int64	age_years int64	sex string	occupation string	bite_location string	activity_at_bite string	time_to_facility_hours float64	traditional_treatment_first int64	snake_species string	dry_bite int64	envenomation_syndrome string	severity string	local_swelling int64	local_necrosis int64	coagulopathy int64	inr_elevated int64	bleeding int64	neurotoxicity int64	ptosis int64	respiratory_failure int64	acute_kidney_injury int64	compartment_syndrome int64	antivenom_given int64	antivenom_vials int64	wound_care int64	blood_transfusion int64	amputation int64	antibiotics_given int64	outcome string	hospital_days int64
901	37	M	farmer	lower_leg	herding	3.4	0	dendroaspis_polylepis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
902	2	F	child	hand	farming	6	0	naja_haje	0	neurotoxic	mild	0	0	0	0	0	1	1	0	0	0	0	0	1	0	0	0	survived_full_recovery	2
903	14	F	child	ankle	walking	3.3	1	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	died	0
904	58	M	farmer	hand	sleeping	5.1	0	naja_nigricollis	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	5
905	13	M	herder	foot	walking	3.9	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
906	32	F	farmer	foot	farming	1.35	1	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	died	6
907	77	M	other	foot	sleeping	2.1	0	causus_rhombeatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	1	0	0	0	0	1	0	1	survived_full_recovery	2
908	47	M	trader	hand	walking	9.45	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
909	64	M	farmer	hand	walking	1.7	0	naja_haje	0	neurotoxic	severe	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	8
910	5	F	child	ankle	farming	11	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	1	0	0	0	1	0	0	0	0	0	0	0	survived_full_recovery	7
911	3	M	student	lower_leg	sleeping	1.5	1	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
912	51	M	farmer	ankle	farming	25.8	0	bitis_arietans	0	cytotoxic	moderate	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	died	6
913	32	M	farmer	ankle	sleeping	15.4	0	naja_nigricollis	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	5
914	14	F	child	hand	collecting_firewood	9.9	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	4
915	18	F	herder	foot	herding	23.8	0	bitis_arietans	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_with_sequelae	4
916	8	M	student	foot	herding	7.2	0	atractaspis_spp	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
917	25	M	farmer	foot	collecting_firewood	7.1	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
918	44	F	student	ankle	farming	13.8	1	echis_ocellatus	0	cytotoxic	moderate	0	0	0	0	0	0	0	0	0	0	1	4	1	0	0	0	survived_full_recovery	7
919	55	M	trader	ankle	herding	6.9	0	echis_ocellatus	0	cytotoxic	moderate	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	6
920	6	M	child	hand	other	4.1	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
921	48	M	farmer	lower_leg	farming	3.9	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	3
922	8	M	child	foot	farming	5.55	1	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
923	17	M	child	forearm	walking	2.9	0	bitis_arietans	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	12
924	59	M	farmer	lower_leg	farming	0.5	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
925	59	M	herder	forearm	farming	6.2	0	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
926	3	M	child	foot	herding	11.7	1	dendroaspis_viridis	0	neurotoxic	severe	0	0	0	0	0	1	1	0	0	0	0	0	1	0	0	1	survived_full_recovery	11
927	26	M	student	hand	farming	3.15	1	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	1	7	1	0	0	1	survived_full_recovery	15
928	20	F	herder	hand	sleeping	0.5	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	1	0	0	0	1	0	0	1	survived_full_recovery	2
929	3	M	student	ankle	sleeping	12.6	1	naja_haje	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	11
930	20	F	farmer	lower_leg	sleeping	2.7	0	naja_nigricollis	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_with_sequelae	6
931	22	M	farmer	lower_leg	walking	15.8	0	echis_ocellatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	1
932	14	F	herder	ankle	farming	0.7	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	survived_full_recovery	7
933	14	M	student	foot	sleeping	7.95	1	dendroaspis_viridis	0	mixed	mild	1	0	1	1	0	1	1	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
934	56	F	hunter	forearm	sleeping	0.8	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	1	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	7
935	77	F	farmer	foot	collecting_firewood	27.4	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
936	78	M	herder	forearm	sleeping	6.5	0	echis_ocellatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
937	40	M	hunter	lower_leg	walking	1.2	0	naja_nigricollis	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	7
938	37	M	hunter	ankle	collecting_firewood	17.4	0	naja_nigricollis	0	neurotoxic	severe	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	died	2
939	51	M	trader	hand	farming	31.95	1	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	4	1	0	0	1	survived_full_recovery	3
940	7	M	child	lower_leg	farming	7.9	0	bitis_arietans	0	hemotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
941	24	M	farmer	lower_leg	collecting_firewood	5.9	0	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	4
942	13	M	child	forearm	farming	14.55	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
943	5	M	herder	foot	farming	4.3	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
944	3	M	child	hand	sleeping	7.4	0	unknown_unidentified	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
945	30	F	herder	forearm	farming	30.8	0	echis_ocellatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_with_sequelae	14
946	1	M	child	foot	collecting_firewood	9.6	1	atractaspis_spp	0	cardiotoxic	moderate	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
947	65	M	other	foot	farming	3.4	0	unknown_unidentified	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
948	31	F	farmer	ankle	sleeping	33	1	echis_ocellatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
949	26	F	herder	lower_leg	farming	1.65	1	unknown_unidentified	0	neurotoxic	mild	0	0	0	0	0	1	1	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
950	4	F	student	foot	collecting_firewood	5.3	0	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	2
951	48	F	farmer	foot	sleeping	29.7	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
952	16	M	child	foot	herding	43.5	0	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	1	7	0	0	0	1	died	2
953	24	M	farmer	hand	herding	6.2	0	bitis_arietans	0	mixed	severe	1	0	1	1	0	0	0	0	1	0	0	0	1	0	0	0	survived_full_recovery	9
954	70	F	farmer	hand	collecting_firewood	40.95	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	3
955	60	F	farmer	foot	walking	39	0	bitis_arietans	0	cytotoxic	mild	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	2
956	65	F	farmer	lower_leg	farming	28.05	1	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
957	58	M	farmer	foot	collecting_firewood	0.8	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
958	41	F	farmer	foot	sleeping	3.1	0	naja_haje	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1	survived_full_recovery	4
959	46	M	herder	lower_leg	farming	19.5	1	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
960	15	M	herder	forearm	farming	15.1	0	dendroaspis_polylepis	0	neurotoxic	severe	0	0	0	0	0	1	1	0	0	0	1	8	1	0	0	1	survived_full_recovery	17
961	13	M	herder	hand	farming	15.5	0	naja_haje	0	neurotoxic	severe	0	0	0	0	0	1	1	1	0	0	0	0	1	0	0	1	died	2
962	2	M	child	lower_leg	collecting_firewood	11.8	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	died	1
963	45	F	farmer	ankle	walking	7.65	1	naja_nigricollis	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_with_sequelae	5
964	21	F	farmer	lower_leg	sleeping	2.1	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
965	27	M	farmer	foot	walking	5.7	0	causus_rhombeatus	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	1	9	0	0	0	0	survived_full_recovery	19
966	34	M	trader	other	farming	2	0	causus_rhombeatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
967	3	F	child	lower_leg	farming	23.85	1	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	1	0	0	0	1	1	0	1	survived_full_recovery	2
968	78	M	hunter	forearm	collecting_firewood	2.85	1	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	1	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	14
969	62	F	herder	forearm	walking	5.6	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
970	41	F	herder	ankle	walking	1	0	atractaspis_spp	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
971	49	F	trader	ankle	farming	6.3	0	echis_ocellatus	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	died	0
972	21	M	farmer	foot	collecting_firewood	12.8	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
973	15	F	child	ankle	farming	4.6	0	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	1	0	1	1	survived_with_disability	14
974	17	M	child	lower_leg	farming	9.7	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	7
975	8	M	herder	foot	walking	7.4	0	naja_haje	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	died	1
976	33	M	herder	ankle	sleeping	19.5	1	dendroaspis_polylepis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
977	13	M	child	foot	walking	0.75	1	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	5
978	34	F	farmer	foot	farming	8.9	0	echis_ocellatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_with_sequelae	15
979	13	M	student	ankle	farming	0.5	0	atractaspis_spp	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
980	7	F	child	lower_leg	walking	0.75	1	naja_nigricollis	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	6
981	20	F	farmer	ankle	farming	0.8	0	echis_ocellatus	0	hemotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	1
982	39	M	farmer	foot	farming	1.8	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	2
983	61	M	farmer	hand	sleeping	26.8	0	bitis_arietans	0	mixed	severe	1	0	0	0	0	1	1	1	0	0	0	0	1	0	0	0	survived_full_recovery	8
984	15	M	student	ankle	herding	0.5	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	1	0	0	0	1	0	0	0	1	0	0	1	died	1
985	39	M	hunter	lower_leg	walking	1.65	1	naja_haje	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	4
986	19	M	farmer	hand	farming	0.75	1	unknown_unidentified	0	hemotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	12
987	1	M	child	foot	herding	22.3	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	4	1	0	0	0	survived_full_recovery	2
988	45	M	other	other	walking	3.45	1	dendroaspis_polylepis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
989	9	F	child	lower_leg	farming	9.15	1	atractaspis_spp	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	died	3
990	48	M	student	foot	farming	16.4	0	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	6
991	44	M	herder	ankle	farming	5.25	1	atractaspis_spp	0	cardiotoxic	moderate	0	0	0	0	0	0	0	0	0	0	1	3	1	0	0	0	survived_full_recovery	3
992	14	F	child	forearm	walking	0.5	0	naja_nigricollis	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	7
993	71	M	student	lower_leg	sleeping	4	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	4
994	31	M	herder	foot	sleeping	17.7	1	bitis_arietans	0	hemotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	2
995	9	M	child	foot	farming	7.05	1	naja_haje	0	neurotoxic	severe	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	13
996	31	M	hunter	hand	collecting_firewood	24.75	1	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
997	6	M	child	ankle	farming	16.5	1	bitis_arietans	0	hemotoxic	severe	1	0	1	1	1	0	0	0	0	0	0	0	0	0	0	1	died	6
998	38	F	farmer	hand	farming	6.2	0	naja_haje	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	12
999	19	F	other	ankle	other	16.5	1	unknown_unidentified	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	1	0	0	1	died	1
1,000	31	F	herder	foot	farming	6.1	0	causus_rhombeatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1

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