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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)	2	37	3	7	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	14	42	3	13	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	yes	no
[90-100)	5	37	1	9	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	no	no
[80-90)	5	42	1	14	0	0	0	Cardiology	Other	Digestive	Other	no	no	no	no	no
[80-90)	6	63	0	18	0	2	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[40-50)	3	38	0	10	0	0	0	Emergency/Trauma	Diabetes	Other	Missing	no	no	yes	yes	no
[70-80)	4	55	1	19	0	4	0	Missing	Respiratory	Diabetes	Respiratory	no	no	yes	yes	yes
[80-90)	3	44	1	10	0	5	0	InternalMedicine	Respiratory	Other	Respiratory	no	no	yes	yes	yes
[70-80)	7	53	2	16	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	2	61	0	14	0	0	0	Missing	Digestive	Respiratory	Diabetes	no	no	no	no	yes
[60-70)	10	47	6	61	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	3	54	0	15	0	1	0	Missing	Respiratory	Other	Diabetes	no	no	no	no	no
[40-50)	2	38	0	10	0	0	0	Other	Other	Other	Other	no	no	yes	yes	no
[70-80)	3	67	0	15	0	1	1	Missing	Musculoskeletal	Circulatory	Other	no	no	no	yes	yes
[50-60)	1	41	6	18	0	0	0	Missing	Circulatory	Diabetes	Other	no	normal	yes	yes	no
[80-90)	6	48	0	11	0	0	0	Missing	Respiratory	Other	Other	no	no	no	no	yes
[90-100)	5	47	3	10	0	0	0	Surgery	Diabetes	Circulatory	Other	no	no	no	yes	no
[80-90)	3	16	3	11	0	2	0	Other	Other	Digestive	Other	high	no	no	yes	yes
[70-80)	1	26	0	6	1	2	0	Missing	Diabetes	Other	Other	no	no	no	no	no
[90-100)	2	20	1	12	0	0	0	Missing	Injury	Other	Other	no	normal	yes	yes	no
[70-80)	5	48	3	23	15	1	1	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[40-50)	5	45	1	9	0	0	0	Emergency/Trauma	Musculoskeletal	Diabetes	Diabetes	no	high	yes	yes	yes
[80-90)	2	45	0	7	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	4	63	1	17	0	0	0	Missing	Other	Other	Injury	no	no	no	no	yes
[50-60)	4	14	1	10	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	6	56	1	15	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	no	yes
[60-70)	9	71	1	18	0	1	0	Emergency/Trauma	Other	Other	Other	no	high	yes	yes	yes
[80-90)	2	43	0	18	0	3	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[60-70)	4	62	1	11	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[70-80)	3	28	1	26	1	0	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	yes
[50-60)	1	22	0	10	1	3	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	6	65	0	16	0	0	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	5	35	1	10	0	1	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	11	63	3	22	0	0	0	Missing	Injury	Other	Other	no	no	no	no	no
[70-80)	14	40	3	32	0	1	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[70-80)	2	67	3	20	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	no	yes	no
[50-60)	4	53	2	12	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	5	21	2	11	0	0	0	Surgery	Other	Other	Circulatory	no	no	no	no	no
[70-80)	10	50	0	9	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[70-80)	2	29	0	10	0	1	0	Emergency/Trauma	Diabetes	Other	Other	no	no	no	no	yes
[40-50)	1	36	1	13	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	1	38	6	16	0	0	0	Other	Circulatory	Injury	Circulatory	no	no	no	no	yes
[50-60)	3	52	1	14	0	3	0	Other	Other	Other	Other	no	high	no	no	no
[80-90)	3	63	0	12	0	0	0	Missing	Other	Other	Respiratory	no	no	no	no	no
[50-60)	6	52	0	21	0	0	0	Missing	Respiratory	Other	Respiratory	no	no	no	yes	no
[50-60)	3	23	6	14	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	9	41	5	30	1	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[70-80)	12	61	0	24	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	4	67	0	12	0	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	no
[70-80)	2	70	0	15	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	no
[80-90)	1	7	0	8	5	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	2	51	1	20	0	0	0	Other	Injury	Circulatory	Musculoskeletal	no	no	no	yes	yes
[60-70)	5	43	1	14	0	0	0	Surgery	Digestive	Diabetes	Other	no	high	yes	yes	no
[60-70)	2	36	1	7	0	3	0	Other	Other	Digestive	Other	no	no	no	no	yes
[50-60)	7	45	0	23	2	0	0	Emergency/Trauma	Respiratory	Diabetes	Circulatory	no	high	yes	yes	no
[70-80)	11	77	2	25	0	0	1	Emergency/Trauma	Injury	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	10	68	0	22	0	2	1	InternalMedicine	Respiratory	Respiratory	Respiratory	no	no	no	no	no
[50-60)	9	38	5	25	0	2	0	Other	Injury	Diabetes	Other	no	no	yes	yes	yes
[80-90)	13	76	0	24	1	3	0	Emergency/Trauma	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	1	9	1	17	1	0	0	Other	Other	Other	Diabetes	no	no	yes	yes	yes
[80-90)	1	73	0	18	0	1	1	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[70-80)	14	39	0	18	0	4	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	1	28	1	12	0	8	1	InternalMedicine	Digestive	Other	Circulatory	no	no	no	yes	yes
[50-60)	2	51	0	10	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	high	yes	yes	no
[80-90)	8	31	3	23	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	4	64	3	24	0	4	0	Missing	Musculoskeletal	Musculoskeletal	Circulatory	no	no	yes	yes	yes
[60-70)	12	66	3	15	0	0	0	Missing	Other	Other	Diabetes	no	no	no	no	no
[80-90)	5	28	0	13	2	0	0	Emergency/Trauma	Respiratory	Respiratory	Circulatory	no	no	no	no	yes
[50-60)	1	31	0	9	2	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	5	56	0	14	0	4	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	no	yes	yes
[50-60)	10	81	2	32	0	0	0	InternalMedicine	Circulatory	Respiratory	Circulatory	no	normal	no	no	yes
[50-60)	10	67	1	20	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[50-60)	4	53	0	26	1	0	0	Other	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	3	1	5	21	0	1	0	Other	Circulatory	Circulatory	Injury	no	no	yes	yes	no
[60-70)	4	41	2	14	1	0	0	InternalMedicine	Digestive	Other	Other	no	no	yes	yes	no
[60-70)	4	36	0	14	0	1	0	InternalMedicine	Digestive	Digestive	Diabetes	no	high	no	yes	yes
[60-70)	4	29	2	29	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	yes	no
[80-90)	1	1	0	1	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[70-80)	3	55	0	15	0	0	0	Missing	Other	Circulatory	Other	no	high	yes	yes	yes
[80-90)	6	68	0	11	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	3	66	0	9	0	0	0	Missing	Other	Respiratory	Other	no	no	no	no	yes
[70-80)	3	18	1	7	0	3	1	Missing	Other	Other	Other	no	no	no	no	yes
[60-70)	1	11	0	12	2	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	6	52	1	24	1	3	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	yes	yes	no
[50-60)	6	32	6	23	0	0	0	Missing	Other	Injury	Digestive	no	no	yes	yes	yes
[40-50)	2	58	0	22	0	1	0	Missing	Respiratory	Other	Diabetes	no	high	yes	yes	yes
[70-80)	5	43	2	16	0	2	5	InternalMedicine	Digestive	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	4	46	1	8	0	2	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[80-90)	4	53	0	11	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	1	40	0	3	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	no	no
[50-60)	3	77	6	27	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	high	yes	yes	no
[60-70)	1	11	0	12	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	yes	yes
[40-50)	5	27	4	9	0	0	0	Emergency/Trauma	Digestive	Digestive	Digestive	no	no	no	yes	no
[60-70)	6	81	0	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	5	49	2	18	0	1	0	Cardiology	Digestive	Respiratory	Musculoskeletal	no	high	yes	yes	no
[50-60)	9	60	5	24	0	0	0	Other	Diabetes	Musculoskeletal	Other	no	no	no	no	yes
[80-90)	3	32	0	12	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[50-60)	7	85	6	26	0	2	0	Missing	Diabetes	Respiratory	Circulatory	no	no	no	yes	yes
[80-90)	4	67	3	19	0	3	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[70-80)	2	33	2	18	0	3	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	yes