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prabinpanta0
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genki_hospital

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train · 25k rows

age stringclasses 6 values	time_in_hospital int64 1 14	n_lab_procedures int64 1 113	n_procedures int64 0 6	n_medications int64 1 79	n_outpatient int64 0 33	n_inpatient int64 0 15	n_emergency int64 0 64	medical_specialty stringclasses 7 values	diag_1 stringclasses 8 values	diag_2 stringclasses 8 values	diag_3 stringclasses 8 values	glucose_test stringclasses 3 values	A1Ctest stringclasses 3 values	change stringclasses 2 values	diabetes_med stringclasses 2 values	readmitted stringclasses 2 values
[70-80)	6	62	2	20	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[50-60)	7	61	0	14	0	1	0	Other	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	3	7	1	18	0	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	no	yes	yes
[40-50)	2	35	1	4	0	0	0	Emergency/Trauma	Digestive	Respiratory	Other	no	no	no	yes	no
[70-80)	8	51	0	15	0	0	0	Other	Other	Circulatory	Respiratory	no	high	no	yes	no
[50-60)	9	58	5	24	1	3	2	InternalMedicine	Diabetes	Circulatory	Other	no	no	no	yes	yes
[80-90)	12	3	0	11	0	1	0	InternalMedicine	Other	Other	Respiratory	no	no	no	yes	yes
[50-60)	3	51	1	19	1	2	0	Family/GeneralPractice	Digestive	Other	Diabetes	no	high	yes	yes	no
[60-70)	6	72	0	18	0	1	0	Surgery	Other	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	5	39	1	18	0	2	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	5	41	0	18	0	1	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	1	11	0	11	0	1	0	Missing	Respiratory	Other	Other	normal	no	yes	yes	yes
[50-60)	2	21	0	9	0	0	0	Missing	Other	Diabetes	Other	no	no	no	yes	yes
[50-60)	3	40	0	8	0	0	0	Missing	Digestive	Diabetes	Other	no	no	no	yes	no
[40-50)	1	19	3	9	0	0	0	Cardiology	Other	Circulatory	Other	no	no	no	no	no
[60-70)	11	81	1	36	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	4	17	0	17	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Other	normal	no	no	no	no
[50-60)	9	57	0	26	0	1	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	yes
[40-50)	2	46	0	20	0	3	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	5	36	1	12	0	0	0	Other	Other	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	4	47	1	13	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	no	no	yes
[80-90)	2	13	0	9	4	0	0	Family/GeneralPractice	Respiratory	Circulatory	Respiratory	no	no	yes	yes	no
[40-50)	14	69	0	16	0	0	0	Missing	Other	Other	Diabetes	no	high	yes	yes	yes
[60-70)	1	44	1	12	0	1	0	Cardiology	Respiratory	Circulatory	Respiratory	no	no	no	yes	no
[50-60)	2	10	0	7	0	1	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[50-60)	4	56	0	11	4	2	3	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[80-90)	7	41	1	14	0	0	0	InternalMedicine	Musculoskeletal	Respiratory	Other	no	no	yes	yes	yes
[60-70)	5	23	1	17	2	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	3	8	0	8	0	1	0	Other	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	4	35	3	21	0	2	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	4	56	1	12	0	2	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	high	no	yes	yes
[60-70)	2	67	0	20	0	1	0	Family/GeneralPractice	Other	Other	Respiratory	no	no	yes	yes	yes
[70-80)	6	70	1	18	0	1	0	Cardiology	Circulatory	Digestive	Other	no	no	yes	yes	no
[80-90)	2	21	0	6	0	0	1	Family/GeneralPractice	Diabetes	Circulatory	Other	normal	no	no	yes	no
[80-90)	6	49	1	14	0	3	0	Missing	Circulatory	Respiratory	Respiratory	no	no	no	no	yes
[60-70)	2	53	0	14	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	4	36	1	5	0	0	0	Family/GeneralPractice	Digestive	Respiratory	Missing	no	no	no	no	yes
[70-80)	6	68	1	12	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	12	36	1	23	0	1	0	Missing	Other	Other	Circulatory	no	no	no	no	yes
[50-60)	1	29	5	8	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	yes	yes	no
[90-100)	7	50	0	20	0	0	0	Missing	Respiratory	Other	Other	no	no	no	yes	no
[80-90)	9	83	3	17	0	0	0	Missing	Other	Other	Other	no	high	no	yes	no
[60-70)	10	69	4	29	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	4	33	0	10	0	0	0	Missing	Other	Circulatory	Other	no	high	no	yes	yes
[40-50)	1	7	0	8	1	0	0	Missing	Respiratory	Diabetes	Digestive	no	no	no	yes	yes
[80-90)	4	46	0	13	3	2	1	Missing	Musculoskeletal	Other	Other	no	high	yes	yes	yes
[60-70)	5	75	0	15	0	1	0	Family/GeneralPractice	Digestive	Digestive	Other	no	no	yes	yes	no
[70-80)	5	53	0	28	0	3	0	Missing	Other	Injury	Respiratory	no	no	yes	yes	yes
[70-80)	7	64	1	25	0	0	0	Missing	Digestive	Respiratory	Other	no	no	yes	yes	no
[80-90)	10	65	3	31	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	3	60	6	23	0	0	0	Other	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	9	56	1	26	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	yes
[50-60)	3	45	0	11	3	1	0	Missing	Diabetes	Other	Respiratory	no	no	yes	yes	no
[80-90)	3	52	0	12	0	4	0	Missing	Respiratory	Injury	Other	no	no	no	yes	yes
[70-80)	1	35	2	13	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	14	56	2	24	0	0	0	Other	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	4	64	0	10	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	6	37	1	15	0	4	0	InternalMedicine	Other	Circulatory	Other	no	no	no	yes	no
[80-90)	5	42	1	20	0	0	0	Other	Musculoskeletal	Other	Other	no	no	no	yes	no
[40-50)	2	18	2	13	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	3	59	0	18	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	5	71	2	34	0	0	0	InternalMedicine	Other	Respiratory	Other	no	no	no	no	no
[60-70)	8	48	6	59	0	1	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	4	61	0	9	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no
[70-80)	2	56	2	26	0	0	0	Missing	Digestive	Respiratory	Digestive	no	no	yes	yes	no
[70-80)	2	54	0	17	0	0	0	Missing	Other	Circulatory	Diabetes	no	high	yes	yes	no
[60-70)	4	37	1	5	0	0	0	Family/GeneralPractice	Other	Other	Musculoskeletal	no	no	no	no	yes
[60-70)	2	17	0	12	0	0	0	Missing	Circulatory	Diabetes	Other	normal	no	yes	yes	no
[80-90)	2	47	0	15	0	2	0	Missing	Circulatory	Circulatory	Musculoskeletal	no	no	yes	yes	yes
[70-80)	3	11	1	25	0	1	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[70-80)	9	60	0	32	0	2	2	InternalMedicine	Respiratory	Other	Other	no	no	yes	yes	yes
[80-90)	1	44	0	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	8	45	4	21	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[80-90)	4	44	0	15	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[50-60)	7	38	2	12	1	0	0	InternalMedicine	Other	Diabetes	Other	no	no	no	yes	no
[70-80)	6	73	3	27	0	0	0	Missing	Other	Diabetes	Other	no	no	no	yes	no
[40-50)	3	19	0	21	1	3	1	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	high	no	yes	yes	yes
[70-80)	4	1	2	17	0	0	0	Missing	Other	Digestive	Other	no	no	yes	yes	no
[70-80)	4	30	6	19	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	5	77	1	17	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Injury	no	no	no	yes	yes
[60-70)	6	53	0	10	0	0	0	Emergency/Trauma	Injury	Injury	Injury	no	no	yes	yes	no
[70-80)	5	38	0	16	0	1	0	Missing	Other	Other	Musculoskeletal	no	no	no	no	no
[50-60)	1	34	0	17	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	8	74	3	14	0	0	0	Missing	Digestive	Digestive	Other	no	high	no	no	no
[50-60)	10	36	2	28	6	0	0	Missing	Diabetes	Musculoskeletal	Other	no	high	yes	yes	no
[70-80)	3	65	1	14	0	1	0	InternalMedicine	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[80-90)	2	54	0	11	3	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	no
[90-100)	1	11	0	7	0	0	0	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	no	no	no
[50-60)	10	33	1	15	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	no	no	yes	yes
[40-50)	1	51	0	22	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	2	51	1	11	0	0	0	Other	Other	Other	Injury	no	no	yes	yes	no
[70-80)	1	41	0	10	0	4	3	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	3	55	2	16	0	0	0	InternalMedicine	Other	Other	Digestive	no	no	no	no	no
[60-70)	1	29	3	8	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	10	46	2	18	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Other	no	high	yes	yes	yes
[70-80)	3	73	1	16	4	0	0	Missing	Respiratory	Respiratory	Other	no	no	no	yes	yes
[70-80)	3	60	1	6	0	0	0	Missing	Other	Other	Injury	no	high	yes	yes	no
[70-80)	2	67	1	10	0	0	0	Missing	Digestive	Other	Diabetes	no	no	yes	yes	no
[70-80)	1	29	4	18	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[70-80)	2	21	2	11	0	1	0	Missing	Digestive	Digestive	Digestive	no	no	yes	yes	yes