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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
[40-50)	3	34	3	6	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	6	75	1	27	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	1	23	3	16	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	1	24	0	16	2	0	0	Missing	Circulatory	Circulatory	Other	high	no	yes	yes	no
[70-80)	5	43	1	34	1	0	0	Missing	Injury	Diabetes	Other	no	no	no	no	no
[60-70)	5	72	3	31	0	0	0	Other	Musculoskeletal	Musculoskeletal	Other	no	no	yes	yes	no
[50-60)	2	54	0	13	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	high	yes	yes	no
[70-80)	13	44	4	15	1	6	0	Surgery	Injury	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	75	0	11	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	normal	no	no	no	yes
[40-50)	3	42	0	13	0	0	0	Missing	Circulatory	Other	Diabetes	no	normal	yes	yes	no
[50-60)	7	63	1	20	0	5	0	InternalMedicine	Circulatory	Respiratory	Diabetes	no	high	no	yes	yes
[80-90)	4	33	0	19	3	1	1	Missing	Musculoskeletal	Musculoskeletal	Circulatory	no	no	yes	yes	yes
[40-50)	12	34	2	17	0	3	0	Missing	Diabetes	Other	Diabetes	no	no	yes	yes	yes
[80-90)	4	44	0	16	0	5	1	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[80-90)	2	44	0	12	0	0	0	InternalMedicine	Musculoskeletal	Digestive	Other	no	no	no	no	no
[80-90)	5	65	1	17	0	0	0	Family/GeneralPractice	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	7	45	0	24	0	1	1	Surgery	Respiratory	Circulatory	Other	no	normal	yes	yes	yes
[80-90)	6	72	3	21	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[50-60)	6	67	1	21	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	5	75	0	13	0	0	0	Missing	Other	Other	Musculoskeletal	no	no	no	no	yes
[50-60)	2	40	0	18	0	0	0	Missing	Respiratory	Other	Circulatory	no	high	yes	yes	yes
[80-90)	3	37	0	10	1	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	7	52	5	16	0	0	0	Surgery	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[50-60)	7	46	1	16	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	no
[60-70)	6	59	0	10	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	2	50	0	23	1	5	5	Emergency/Trauma	Diabetes	Other	Respiratory	no	no	no	yes	yes
[70-80)	2	44	0	6	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	high	no	no	yes
[70-80)	4	40	1	17	3	1	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[40-50)	3	50	0	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[80-90)	2	71	0	21	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	yes	yes	no
[50-60)	1	25	1	16	0	0	0	Surgery	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	7	43	0	14	0	4	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	2	37	4	23	0	0	0	Other	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	no	yes	no
[80-90)	8	33	1	17	1	2	0	Missing	Other	Other	Other	no	no	no	no	yes
[40-50)	7	76	0	23	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	normal	yes	yes	no
[50-60)	4	37	2	28	0	1	0	Other	Injury	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	3	72	0	17	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	10	69	1	25	0	0	0	Missing	Circulatory	Digestive	Circulatory	no	no	no	no	no
[80-90)	5	41	2	15	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	no	no	no
[80-90)	6	63	0	16	0	2	0	Missing	Other	Circulatory	Circulatory	no	high	yes	yes	yes
[40-50)	3	41	1	10	0	1	0	Other	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	1	36	0	9	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	yes	yes	no
[50-60)	5	82	0	6	0	0	0	Missing	Diabetes	Circulatory	Diabetes	no	normal	no	no	no
[50-60)	5	45	3	19	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	2	48	0	13	0	0	1	InternalMedicine	Other	Circulatory	Other	no	no	no	yes	yes
[60-70)	1	29	4	21	0	3	4	Other	Injury	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	13	50	0	16	0	1	0	Other	Other	Other	Circulatory	no	no	no	yes	yes
[50-60)	6	50	2	21	0	0	0	Cardiology	Respiratory	Circulatory	Circulatory	no	normal	no	yes	no
[90-100)	5	74	1	8	0	0	0	InternalMedicine	Other	Circulatory	Other	no	normal	no	no	yes
[40-50)	5	64	0	34	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	no
[50-60)	12	68	1	26	0	3	0	Missing	Diabetes	Digestive	Digestive	normal	normal	no	yes	yes
[60-70)	1	9	0	9	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	yes	yes
[60-70)	5	49	1	11	0	0	0	Missing	Other	Other	Digestive	no	high	no	no	no
[40-50)	3	42	6	29	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	3	29	1	10	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[80-90)	9	79	1	17	0	0	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	7	39	0	25	0	1	0	Missing	Other	Respiratory	Circulatory	high	no	no	yes	yes
[40-50)	4	54	0	21	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[60-70)	10	53	5	21	0	0	1	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[40-50)	1	4	0	15	0	0	3	Missing	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	5	46	3	13	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[40-50)	5	50	6	18	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	7	54	1	14	0	0	0	Missing	Digestive	Other	Circulatory	no	high	no	no	yes
[90-100)	6	37	2	19	0	0	0	InternalMedicine	Other	Respiratory	Circulatory	no	no	no	no	no
[60-70)	7	60	2	25	0	0	0	Surgery	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	7	61	2	18	0	0	0	Family/GeneralPractice	Digestive	Digestive	Digestive	no	no	yes	yes	yes
[50-60)	8	74	0	31	1	3	3	Missing	Other	Other	Other	no	no	yes	yes	no
[50-60)	4	78	6	11	0	1	0	Family/GeneralPractice	Other	Other	Digestive	no	no	no	no	no
[70-80)	9	66	2	19	0	1	0	Missing	Diabetes	Circulatory	Circulatory	no	normal	no	yes	yes
[60-70)	14	61	3	30	0	0	0	Missing	Circulatory	Diabetes	Digestive	high	high	yes	yes	yes
[70-80)	3	67	0	8	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[40-50)	2	24	1	8	1	4	3	Family/GeneralPractice	Circulatory	Other	Respiratory	normal	no	no	yes	yes
[40-50)	3	33	0	7	0	2	0	Emergency/Trauma	Diabetes	Digestive	Circulatory	no	no	no	no	yes
[60-70)	11	50	6	39	0	0	0	Other	Musculoskeletal	Musculoskeletal	Injury	no	high	yes	yes	yes
[80-90)	4	46	1	5	0	1	0	Other	Other	Diabetes	Other	no	no	no	no	no
[90-100)	5	18	0	15	0	2	1	Missing	Circulatory	Circulatory	Circulatory	high	no	yes	yes	yes
[70-80)	6	64	0	19	0	2	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	yes	yes	no
[70-80)	7	52	3	28	2	0	0	Missing	Musculoskeletal	Digestive	Circulatory	no	no	yes	yes	no
[70-80)	4	43	0	5	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	7	41	3	41	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	2	46	0	9	0	0	0	Other	Respiratory	Diabetes	Other	no	normal	no	yes	no
[70-80)	9	9	1	19	0	0	0	Emergency/Trauma	Digestive	Other	Other	no	no	no	no	no
[60-70)	3	1	2	25	2	0	0	Missing	Musculoskeletal	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	4	43	1	24	0	0	0	Emergency/Trauma	Digestive	Other	Respiratory	no	no	no	yes	no
[40-50)	2	38	1	16	0	1	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	4	54	1	11	0	2	0	Missing	Other	Other	Other	no	no	no	no	no
[80-90)	3	54	2	26	2	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[80-90)	3	32	1	17	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	yes
[50-60)	3	66	0	10	0	1	0	InternalMedicine	Circulatory	Other	Respiratory	no	high	yes	yes	no
[70-80)	3	57	3	11	0	0	0	Surgery	Circulatory	Circulatory	Respiratory	no	high	yes	yes	yes
[40-50)	1	39	0	12	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	6	56	1	9	0	8	0	Missing	Other	Other	Other	no	no	no	no	no
[90-100)	9	52	0	18	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[40-50)	1	12	3	18	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	yes	no
[60-70)	14	52	2	40	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[70-80)	3	38	0	5	0	2	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[60-70)	7	54	0	17	0	2	0	Other	Diabetes	Other	Other	no	no	yes	yes	yes
[50-60)	12	48	2	24	0	3	1	Missing	Diabetes	Other	Other	no	no	no	yes	no
[70-80)	1	27	2	16	0	0	3	Missing	Digestive	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	7	63	5	40	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no