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
501	37	M	farmer	foot	farming	4.1	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
502	68	M	farmer	lower_leg	collecting_firewood	13.1	0	unknown_unidentified	0	mixed	mild	1	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
503	32	M	farmer	hand	sleeping	4.65	1	dendroaspis_viridis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	1	1	0	1	0	0	0	1	survived_full_recovery	2
504	40	M	farmer	foot	walking	11.4	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	5
505	58	F	farmer	ankle	walking	3.6	0	echis_ocellatus	0	hemotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	11
506	11	M	child	ankle	walking	0.6	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	2
507	9	M	child	ankle	farming	3.15	1	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_with_sequelae	16
508	22	M	farmer	foot	farming	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
509	62	M	trader	foot	walking	3.4	0	unknown_unidentified	0	mixed	severe	1	0	1	1	1	1	1	1	0	0	0	0	0	1	0	0	1	1	survived_full_recovery	12
510	24	M	student	lower_leg	walking	3	0	unknown_unidentified	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
511	54	F	farmer	ankle	sleeping	1.5	0	unknown_unidentified	0	neurotoxic	moderate	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	2
512	22	F	other	foot	walking	0.75	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	3	0	1	0	0	0	0	survived_full_recovery	4
513	70	M	farmer	other	farming	3.9	0	echis_ocellatus	0	hemotoxic	severe	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	died	4
514	8	M	herder	forearm	other	22.65	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	1
515	30	M	farmer	forearm	sleeping	2.25	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	1
516	6	F	student	foot	walking	0.5	0	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	4	0	0	0	0	0	1	survived_full_recovery	3
517	2	M	student	hand	walking	5.1	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	2
518	27	M	hunter	hand	herding	5.1	0	naja_nigricollis	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
519	24	F	farmer	hand	walking	11.5	0	naja_nigricollis	0	mixed	moderate	1	1	1	1	0	1	0	0	0	0	0	0	0	1	0	0	0	0	survived_with_sequelae	7
520	79	F	other	lower_leg	farming	5.1	1	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	6
521	45	M	trader	hand	walking	21.9	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	5
522	32	M	farmer	other	collecting_firewood	7.1	0	naja_haje	0	mixed	mild	1	0	1	1	1	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
523	16	M	child	lower_leg	farming	13.2	0	echis_ocellatus	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
524	14	F	child	foot	farming	1.6	0	unknown_unidentified	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	2
525	38	M	hunter	foot	farming	1.05	1	unknown_unidentified	0	neurotoxic	moderate	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	5
526	17	M	herder	forearm	walking	3.6	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	2
527	6	F	student	hand	sleeping	28.65	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	1
528	49	F	student	ankle	farming	4.1	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
529	9	M	student	hand	farming	14.7	0	unknown_unidentified	0	mixed	moderate	1	0	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	5
530	9	M	child	foot	farming	0.75	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	7
531	46	M	farmer	hand	walking	12.9	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	1
532	6	F	student	foot	herding	4.9	0	bitis_arietans	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
533	33	M	herder	foot	sleeping	5.55	1	unknown_unidentified	0	hemotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	16
534	7	M	child	foot	sleeping	6.7	0	dendroaspis_polylepis	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
535	9	F	child	foot	sleeping	1	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	5
536	41	M	other	ankle	walking	32.25	1	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	1
537	79	F	student	foot	other	18.7	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
538	49	M	herder	foot	other	1.05	1	echis_ocellatus	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
539	9	M	child	ankle	farming	12.45	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	5
540	53	M	farmer	foot	herding	0.5	0	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	2
541	67	M	herder	foot	farming	8.2	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	3
542	78	M	farmer	lower_leg	walking	15.1	0	echis_ocellatus	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
543	47	M	farmer	hand	sleeping	10	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
544	46	M	herder	hand	farming	11.6	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	1	0	0	0	1	0	0	0	0	1	0	1	0	1	died	5
545	21	F	farmer	forearm	sleeping	3.5	0	dendroaspis_polylepis	0	neurotoxic	severe	0	0	0	0	0	0	0	0	0	0	1	7	1	1	0	0	0	0	survived_full_recovery	19
546	38	M	farmer	foot	collecting_firewood	34.5	0	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	1	1	3	0	1	1	0	0	1	survived_with_sequelae	18
547	14	F	student	ankle	farming	1.9	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
548	9	M	child	lower_leg	farming	22.2	1	unknown_unidentified	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
549	3	M	herder	foot	herding	28.05	1	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	17
550	55	F	herder	lower_leg	farming	5.5	0	causus_rhombeatus	0	cytotoxic	moderate	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
551	39	M	student	foot	sleeping	39.9	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	died	5
552	74	M	trader	lower_leg	farming	12.3	0	echis_ocellatus	0	hemotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	2
553	22	F	farmer	lower_leg	walking	0.5	0	dendroaspis_viridis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	1	1	0	1	0	0	0	0	died	3
554	18	M	farmer	lower_leg	sleeping	1.5	0	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	1	1	5	0	1	0	0	0	0	survived_with_sequelae	20
555	30	M	farmer	ankle	farming	5.2	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
556	18	F	farmer	foot	farming	4.05	1	unknown_unidentified	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
557	41	M	farmer	forearm	farming	10	0	echis_ocellatus	0	hemotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	2
558	64	M	trader	hand	farming	23.6	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	5
559	49	M	hunter	ankle	herding	3.3	1	bitis_arietans	0	mixed	severe	1	0	1	1	0	0	0	0	0	1	1	3	0	0	0	0	0	1	survived_with_sequelae	16
560	34	M	trader	hand	walking	6.15	1	unknown_unidentified	0	neurotoxic	moderate	0	0	0	0	0	0	0	0	0	0	1	3	1	1	0	0	0	1	survived_full_recovery	6
561	55	F	farmer	foot	other	21.3	0	dendroaspis_viridis	0	neurotoxic	moderate	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
562	68	M	other	lower_leg	walking	5.25	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
563	11	M	herder	foot	walking	14.55	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	died	2
564	53	M	herder	forearm	farming	0.8	0	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	1
565	37	M	herder	ankle	walking	0.7	0	atractaspis_spp	0	cardiotoxic	mild	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
566	11	F	student	hand	farming	11.2	0	naja_nigricollis	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
567	10	M	student	ankle	farming	41.25	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	7
568	17	M	student	ankle	farming	3.9	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
569	54	F	trader	foot	farming	1.3	0	dendroaspis_polylepis	0	neurotoxic	severe	0	0	0	0	0	0	0	0	0	0	1	8	0	1	0	0	0	1	survived_full_recovery	17
570	25	F	farmer	ankle	farming	23.3	0	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
571	10	M	child	ankle	farming	18.15	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	5
572	53	M	other	foot	farming	9.5	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
573	55	M	farmer	hand	sleeping	1	0	unknown_unidentified	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	2
574	18	M	other	hand	herding	7.5	0	unknown_unidentified	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	1	3	0	1	0	0	0	0	survived_full_recovery	3
575	53	M	farmer	forearm	sleeping	8.1	1	naja_haje	0	mixed	mild	0	0	1	1	0	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
576	36	M	hunter	ankle	sleeping	4.9	0	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	6
577	16	M	student	hand	herding	34.35	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	1
578	35	F	trader	ankle	sleeping	15.15	1	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	1	0	1	0	0	0	0	survived_full_recovery	5
579	29	M	farmer	hand	sleeping	20.4	1	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
580	29	F	herder	foot	farming	11.4	1	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
581	13	F	student	forearm	collecting_firewood	2.7	1	bitis_arietans	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	1	0	1	3	0	1	0	0	0	1	survived_full_recovery	4
582	56	M	farmer	lower_leg	other	24.45	1	naja_haje	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	3	0	1	0	0	0	1	died	3
583	28	M	student	other	farming	21.1	0	echis_ocellatus	0	hemotoxic	mild	0	0	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	1
584	53	F	farmer	foot	farming	21.7	0	naja_haje	0	neurotoxic	mild	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
585	17	M	child	lower_leg	other	6.7	0	echis_ocellatus	0	cytotoxic	moderate	0	0	0	0	0	0	0	0	0	0	1	1	1	1	0	0	0	0	survived_full_recovery	6
586	21	F	herder	other	collecting_firewood	4.35	1	dendroaspis_polylepis	0	neurotoxic	severe	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	16
587	30	F	student	ankle	walking	29.1	1	naja_nigricollis	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	6
588	47	M	farmer	hand	walking	16.2	0	bitis_arietans	0	hemotoxic	severe	1	0	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	1	died	2
589	64	F	student	hand	walking	2.7	1	unknown_unidentified	0	neurotoxic	mild	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
590	21	F	trader	ankle	walking	1.7	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
591	64	M	farmer	other	collecting_firewood	7.2	1	naja_nigricollis	0	neurotoxic	severe	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	15
592	22	M	farmer	foot	sleeping	19.4	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
593	64	M	hunter	foot	farming	13.95	1	echis_ocellatus	0	hemotoxic	severe	0	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	0	survived_full_recovery	17
594	51	F	student	ankle	other	13.6	0	echis_ocellatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
595	24	F	farmer	lower_leg	other	2.6	0	naja_nigricollis	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	1	0	1	0	0	0	1	survived_full_recovery	4
596	3	M	herder	other	sleeping	13.9	0	atractaspis_spp	0	cytotoxic	severe	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_with_sequelae	19
597	8	F	child	lower_leg	walking	17.6	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	7
598	36	M	farmer	ankle	herding	5.55	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
599	28	M	farmer	foot	other	7.7	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	1
600	58	M	other	foot	walking	1.2	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	1

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