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	antibiotics_given int64	outcome string	hospital_days int64
701	73	M	farmer	ankle	other	2.1	0	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	4
702	10	F	child	ankle	farming	3.9	0	dendroaspis_polylepis	0	mixed	severe	1	0	1	1	0	1	0	0	0	0	1	7	0	1	0	0	0	0	survived_full_recovery	8
703	56	M	farmer	hand	farming	16.4	0	bitis_arietans	0	mixed	severe	1	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	1	1	survived_full_recovery	16
704	40	M	herder	lower_leg	walking	21.3	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
705	13	F	herder	foot	other	3.8	0	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
706	41	M	student	foot	collecting_firewood	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	survived_full_recovery	1
707	15	M	herder	ankle	farming	2.7	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
708	24	F	hunter	hand	herding	3.8	0	naja_haje	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	1	0	1	0	0	0	1	survived_full_recovery	3
709	16	M	child	ankle	farming	7.65	1	echis_ocellatus	0	hemotoxic	mild	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
710	60	F	farmer	forearm	farming	22.4	0	echis_ocellatus	0	hemotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	died	5
711	61	M	farmer	ankle	walking	5.9	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
712	21	F	farmer	ankle	farming	4.2	1	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	9
713	55	M	farmer	foot	sleeping	10.8	1	bitis_arietans	0	mixed	moderate	1	1	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	died	1
714	16	M	herder	hand	farming	14.25	1	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
715	59	F	farmer	hand	farming	0.7	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
716	4	M	child	other	walking	7.3	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
717	27	M	hunter	hand	other	4.5	1	unknown_unidentified	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
718	11	M	herder	foot	sleeping	0.75	1	atractaspis_spp	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
719	48	M	trader	foot	sleeping	1.95	1	naja_nigricollis	0	neurotoxic	severe	0	0	0	0	0	0	0	0	0	0	1	5	0	1	0	0	0	0	survived_full_recovery	8
720	3	M	child	foot	walking	12.45	1	echis_ocellatus	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	1	5	0	1	0	0	0	0	died	3
721	60	F	farmer	lower_leg	walking	20.7	1	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	5
722	27	M	hunter	ankle	sleeping	1.8	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
723	22	M	farmer	ankle	other	41.4	1	naja_nigricollis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	1	4	0	1	0	0	0	1	survived_full_recovery	5
724	8	M	child	ankle	farming	7.05	1	echis_ocellatus	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	1	survived_full_recovery	4
725	13	F	student	forearm	walking	10.2	0	bitis_arietans	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	7
726	17	M	student	hand	walking	7.35	1	atractaspis_spp	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
727	23	M	farmer	foot	farming	0.5	0	unknown_unidentified	0	cytotoxic	severe	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	survived_with_sequelae	15
728	9	M	child	foot	walking	2.55	1	echis_ocellatus	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	6
729	8	M	child	foot	walking	1.5	1	causus_rhombeatus	0	cytotoxic	severe	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	died	5
730	57	M	hunter	ankle	herding	1	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
731	4	M	child	hand	walking	21.3	0	bitis_arietans	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	survived_with_sequelae	6
732	22	M	other	forearm	farming	11.9	0	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
733	35	M	farmer	forearm	farming	0.75	1	causus_rhombeatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
734	21	M	trader	hand	walking	11	0	dendroaspis_viridis	0	neurotoxic	severe	0	0	0	0	0	1	1	0	0	0	1	3	0	1	0	0	0	1	survived_full_recovery	15
735	61	F	herder	foot	farming	7.2	1	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	1	4	1	1	0	0	0	1	survived_full_recovery	16
736	22	M	herder	forearm	herding	0.5	0	causus_rhombeatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
737	23	M	farmer	forearm	walking	18	0	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	8
738	22	M	hunter	lower_leg	farming	5.5	0	bitis_arietans	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	1	5	0	1	0	0	0	1	survived_full_recovery	10
739	61	F	farmer	hand	farming	7.95	1	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
740	43	F	farmer	foot	farming	18.15	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
741	35	M	herder	ankle	farming	12.8	0	naja_nigricollis	0	mixed	moderate	0	0	1	1	0	1	1	0	1	0	0	0	0	1	0	0	0	1	survived_full_recovery	7
742	49	F	student	lower_leg	farming	13.5	1	echis_ocellatus	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	1	0	1	4	0	1	0	0	0	1	died	0
743	75	F	herder	forearm	farming	0.5	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	1	0	0	0	0	0	0	0	0	1	0	1	0	1	died	5
744	10	F	child	hand	sleeping	5.1	0	atractaspis_spp	0	cardiotoxic	severe	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	11
745	10	M	student	other	walking	2.7	0	bitis_arietans	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
746	75	M	herder	foot	farming	5.4	0	echis_ocellatus	0	hemotoxic	severe	1	0	0	0	0	0	0	0	0	0	1	7	1	1	0	0	0	1	survived_full_recovery	19
747	11	M	child	foot	walking	1.5	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
748	11	M	student	foot	collecting_firewood	4.8	1	bitis_arietans	0	hemotoxic	severe	1	0	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	16
749	29	F	herder	ankle	farming	6.6	1	dendroaspis_polylepis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
750	42	M	other	foot	collecting_firewood	0.9	0	naja_nigricollis	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	1
751	24	M	herder	foot	sleeping	2.85	1	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
752	56	M	farmer	ankle	walking	1.6	0	naja_haje	0	neurotoxic	mild	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	2
753	1	F	student	hand	herding	1.9	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
754	10	F	student	hand	farming	11.25	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
755	30	F	herder	foot	farming	0.9	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	14
756	61	F	farmer	foot	farming	9.3	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	1
757	4	F	herder	hand	farming	0.9	0	bitis_arietans	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	5
758	19	F	farmer	ankle	farming	13.2	0	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	survived_with_sequelae	20
759	27	M	hunter	lower_leg	farming	11.85	1	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	died	5
760	4	M	child	lower_leg	walking	9.7	0	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	7
761	10	M	herder	foot	farming	4.4	0	echis_ocellatus	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_with_sequelae	2
762	35	M	other	ankle	sleeping	2.2	0	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	10
763	11	M	herder	ankle	farming	49.65	1	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
764	43	M	herder	ankle	walking	4.2	1	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
765	11	M	student	foot	farming	18.45	1	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	died	2
766	38	M	farmer	lower_leg	farming	30.9	0	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	3
767	53	M	other	lower_leg	walking	20.1	0	naja_haje	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_with_sequelae	13
768	67	M	farmer	ankle	walking	9.3	1	naja_nigricollis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	4
769	75	M	student	foot	walking	7	0	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
770	55	M	farmer	lower_leg	walking	13.65	1	naja_nigricollis	0	neurotoxic	mild	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
771	1	M	student	foot	farming	6.9	0	echis_ocellatus	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	5
772	73	F	farmer	hand	farming	5.2	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	3
773	19	M	trader	foot	herding	3.3	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
774	22	M	farmer	foot	farming	3.6	0	echis_ocellatus	0	hemotoxic	moderate	0	0	0	0	0	0	0	0	0	0	1	4	0	1	0	0	0	1	survived_full_recovery	7
775	22	M	herder	lower_leg	other	10.1	0	echis_ocellatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_with_sequelae	6
776	33	M	farmer	forearm	walking	2.8	0	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	1	6	0	1	0	0	0	1	survived_full_recovery	10
777	75	M	farmer	ankle	sleeping	5.8	0	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	15
778	50	M	trader	hand	farming	4.8	0	atractaspis_spp	0	cardiotoxic	severe	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	8
779	58	F	farmer	forearm	walking	8.9	0	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	0	survived_with_sequelae	7
780	79	M	student	hand	other	6.3	1	unknown_unidentified	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	14
781	12	M	child	hand	farming	0.5	0	causus_rhombeatus	0	hemotoxic	moderate	0	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	4
782	23	F	farmer	hand	walking	4.5	1	bitis_arietans	0	hemotoxic	severe	1	0	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	18
783	20	F	trader	forearm	herding	2.4	0	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	5
784	23	M	farmer	foot	herding	3.5	0	naja_nigricollis	0	neurotoxic	moderate	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
785	39	M	farmer	lower_leg	walking	0.9	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
786	26	F	farmer	ankle	herding	2.7	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
787	71	F	farmer	hand	farming	6.3	0	unknown_unidentified	0	hemotoxic	mild	1	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
788	12	M	child	forearm	farming	12.2	0	bitis_arietans	0	mixed	severe	1	0	1	1	0	1	1	1	0	0	0	0	0	1	0	0	0	1	died	2
789	51	M	other	foot	walking	19.6	0	causus_rhombeatus	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	3
790	44	M	hunter	lower_leg	farming	3.2	0	dendroaspis_viridis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	7
791	58	M	trader	hand	collecting_firewood	8.6	0	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	7
792	42	M	farmer	hand	walking	1.35	1	bitis_arietans	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	7
793	7	F	student	forearm	farming	6.15	1	echis_ocellatus	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	1	2	0	1	0	0	0	1	survived_with_sequelae	6
794	30	M	farmer	hand	farming	30	1	atractaspis_spp	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	7
795	52	F	hunter	lower_leg	collecting_firewood	9.4	0	unknown_unidentified	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	4
796	6	M	student	forearm	walking	11.8	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	4
797	38	M	other	ankle	walking	0.9	1	dendroaspis_viridis	0	mixed	mild	1	0	1	1	0	1	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
798	12	F	student	foot	sleeping	0.75	1	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
799	36	M	hunter	ankle	walking	5.85	1	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
800	79	M	trader	lower_leg	farming	23.4	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	7

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