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	antivenom_reaction int64	wound_care int64	fasciotomy int64	blood_transfusion int64	mechanical_ventilation int64	amputation int64	antibiotics_given int64	outcome string	hospital_days int64
801	32	F	farmer	foot	walking	6.2	0	atractaspis_spp	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_with_sequelae	7
802	41	M	farmer	forearm	sleeping	2.9	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
803	11	F	child	forearm	collecting_firewood	7.6	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	2
804	57	M	farmer	forearm	walking	13.6	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0	survived_full_recovery	2
805	47	M	hunter	foot	farming	11.4	1	naja_haje	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	0	1	survived_with_sequelae	19
806	30	F	hunter	hand	farming	21.7	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	1	0	0	0	1	0	0	0	0	1	0	1	0	0	0	survived_full_recovery	16
807	73	M	herder	hand	farming	39.45	1	echis_ocellatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	1	3	1	0	0	0	0	0	1	survived_with_sequelae	19
808	53	M	hunter	forearm	other	7.5	0	naja_nigricollis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	6
809	41	M	other	forearm	farming	0.9	1	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	20
810	63	M	herder	foot	farming	0.75	1	echis_ocellatus	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_with_sequelae	2
811	73	F	trader	lower_leg	sleeping	2.25	1	unknown_unidentified	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	2
812	6	M	child	ankle	walking	7.9	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	2
813	52	M	herder	hand	sleeping	7.7	0	unknown_unidentified	0	neurotoxic	mild	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
814	39	F	farmer	ankle	sleeping	6	1	naja_nigricollis	0	mixed	severe	0	1	1	1	0	1	1	0	0	0	0	0	0	1	0	0	0	0	1	survived_with_sequelae	9
815	27	M	trader	hand	sleeping	0.5	0	bitis_arietans	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	1	4	0	1	0	0	0	0	1	survived_full_recovery	5
816	32	F	herder	foot	walking	0.9	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	2
817	72	F	other	hand	walking	34.65	1	naja_nigricollis	0	neurotoxic	severe	0	0	0	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	1	died	1
818	70	F	herder	foot	farming	0.75	1	bitis_arietans	0	hemotoxic	mild	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	2
819	7	M	herder	foot	sleeping	15	1	naja_haje	0	neurotoxic	severe	0	0	0	0	0	1	0	1	0	0	0	0	0	1	0	0	0	0	1	died	5
820	46	M	herder	hand	walking	44.2	0	bitis_arietans	0	mixed	severe	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_with_sequelae	7
821	14	M	child	foot	walking	3.6	1	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	2
822	31	F	farmer	ankle	collecting_firewood	9.9	0	bitis_arietans	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	15
823	3	M	child	lower_leg	farming	15.45	1	unknown_unidentified	0	neurotoxic	mild	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	1
824	4	M	student	forearm	walking	2.1	0	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	7
825	5	M	child	ankle	sleeping	0.9	1	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
826	11	M	student	hand	farming	3.6	1	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	5
827	5	F	student	hand	farming	0.9	0	naja_nigricollis	0	neurotoxic	severe	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	died	0
828	1	M	child	ankle	farming	3.45	1	naja_nigricollis	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	died	6
829	44	M	student	ankle	walking	14.7	1	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
830	49	M	farmer	foot	farming	30.9	1	atractaspis_spp	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
831	41	M	herder	forearm	sleeping	7.6	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
832	35	F	trader	ankle	farming	17.25	1	echis_ocellatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	1
833	54	M	trader	other	sleeping	8.1	0	causus_rhombeatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
834	25	F	hunter	foot	sleeping	3.1	0	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	3
835	75	M	farmer	ankle	collecting_firewood	8.1	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	2
836	21	F	trader	ankle	collecting_firewood	5	0	echis_ocellatus	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	10
837	71	M	farmer	foot	herding	0.5	0	echis_ocellatus	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	survived_with_sequelae	6
838	46	F	student	hand	walking	14	0	causus_rhombeatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	1	4	0	1	0	0	0	0	1	survived_with_sequelae	15
839	8	M	child	lower_leg	sleeping	4.2	0	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
840	39	F	farmer	hand	farming	42.15	1	bitis_arietans	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	1
841	50	M	hunter	ankle	farming	6.3	0	echis_ocellatus	0	mixed	severe	1	0	0	0	0	1	1	0	0	1	0	0	0	1	0	0	0	0	1	died	0
842	10	F	student	hand	walking	10	0	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	2	0	1	0	0	0	0	0	survived_full_recovery	4
843	66	M	other	hand	farming	2.3	0	bitis_arietans	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	1
844	6	F	child	hand	walking	45.45	1	atractaspis_spp	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	4
845	40	M	farmer	foot	farming	8.7	1	naja_nigricollis	0	mixed	mild	1	0	1	1	1	1	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	2
846	46	F	farmer	lower_leg	sleeping	2.1	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	6
847	46	M	trader	hand	collecting_firewood	3.5	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	7
848	24	M	trader	foot	collecting_firewood	5.85	1	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	died	3
849	4	M	student	ankle	herding	0.5	0	naja_nigricollis	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	died	3
850	17	F	child	hand	farming	3	0	atractaspis_spp	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
851	2	F	student	foot	herding	1.35	1	naja_nigricollis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	6
852	50	M	herder	foot	sleeping	16.65	1	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	1	0	0	0	0	1	0	1	0	0	1	survived_full_recovery	2
853	64	M	farmer	other	walking	5.4	0	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	6
854	4	M	child	foot	herding	7.7	0	atractaspis_spp	0	cardiotoxic	severe	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	12
855	61	M	trader	ankle	other	0.75	1	causus_rhombeatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	1	7	1	1	0	0	0	0	1	survived_with_sequelae	14
856	25	F	student	foot	other	2.4	1	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
857	34	M	farmer	ankle	farming	15.2	0	dendroaspis_polylepis	0	neurotoxic	mild	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	2
858	14	M	child	ankle	collecting_firewood	6	1	dendroaspis_polylepis	0	neurotoxic	severe	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	1	0	1	survived_full_recovery	13
859	49	F	farmer	lower_leg	walking	38.7	1	bitis_arietans	0	hemotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	1
860	34	M	student	foot	collecting_firewood	0.75	1	echis_ocellatus	0	hemotoxic	moderate	0	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	6
861	10	M	student	hand	farming	6.75	1	atractaspis_spp	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_with_sequelae	14
862	69	F	farmer	hand	collecting_firewood	15	1	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
863	77	M	farmer	lower_leg	walking	4.2	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	1
864	62	F	trader	foot	walking	0.5	0	unknown_unidentified	0	hemotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	1
865	55	M	herder	hand	sleeping	6	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
866	4	M	herder	lower_leg	herding	18.4	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
867	77	F	herder	ankle	other	0.5	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
868	43	F	hunter	foot	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	0	0	0	survived_full_recovery	1
869	33	M	farmer	ankle	sleeping	22.8	1	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	5
870	56	M	farmer	ankle	collecting_firewood	10.05	1	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
871	35	F	farmer	lower_leg	walking	1.1	0	naja_haje	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	2
872	27	F	farmer	lower_leg	herding	8.25	1	naja_nigricollis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	2
873	25	M	farmer	hand	sleeping	8.85	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	7
874	19	M	student	foot	farming	52.8	1	echis_ocellatus	0	hemotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
875	4	F	student	hand	sleeping	2.5	0	unknown_unidentified	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_with_sequelae	19
876	41	M	student	hand	collecting_firewood	7.95	1	naja_nigricollis	0	mixed	moderate	1	0	1	1	0	1	0	0	0	0	1	4	0	1	0	0	0	0	0	survived_full_recovery	5
877	10	M	child	lower_leg	walking	0.5	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	1
878	65	M	herder	ankle	farming	0.5	0	bitis_arietans	0	mixed	mild	1	0	1	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	died	1
879	30	M	herder	foot	other	1.1	0	dendroaspis_polylepis	0	mixed	severe	1	0	1	1	1	1	1	0	0	1	0	0	0	1	0	1	0	0	0	died	2
880	43	M	farmer	other	farming	7	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
881	34	M	hunter	ankle	sleeping	3.3	0	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
882	66	M	farmer	hand	farming	6.1	0	naja_nigricollis	0	neurotoxic	moderate	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	0	0	1	survived_full_recovery	3
883	51	F	other	hand	farming	36.4	0	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	survived_with_disability	11
884	74	F	other	lower_leg	herding	0.5	0	bitis_arietans	0	hemotoxic	moderate	0	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	5
885	42	M	farmer	ankle	farming	11.4	0	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	3
886	24	M	student	foot	farming	12.6	1	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
887	25	F	hunter	ankle	farming	3.7	0	echis_ocellatus	0	hemotoxic	mild	0	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	2
888	54	M	farmer	foot	farming	10.4	0	echis_ocellatus	0	hemotoxic	moderate	0	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	3
889	24	M	farmer	foot	sleeping	1.6	0	naja_haje	0	neurotoxic	moderate	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	6
890	7	M	child	lower_leg	farming	6.45	1	unknown_unidentified	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
891	38	F	farmer	hand	walking	18.75	1	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
892	76	M	herder	hand	walking	10.3	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	2
893	71	F	other	lower_leg	walking	32.3	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	died	6
894	23	F	trader	hand	walking	21.4	0	bitis_arietans	0	hemotoxic	severe	1	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	survived_full_recovery	10
895	13	M	child	ankle	farming	4.7	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	1
896	2	M	student	other	farming	0.5	0	bitis_arietans	0	cytotoxic	moderate	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	5
897	15	F	herder	forearm	herding	5	0	unknown_unidentified	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
898	10	F	child	foot	other	0.9	1	naja_nigricollis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	7
899	41	M	farmer	forearm	walking	4.35	1	unknown_unidentified	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	survived_full_recovery	2
900	9	M	child	hand	farming	31.8	0	unknown_unidentified	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1

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