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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
[60-70)	11	79	3	25	0	1	0	InternalMedicine	Digestive	Other	Other	no	high	no	no	no
[50-60)	7	70	2	21	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	normal	no	no	yes
[60-70)	4	44	5	13	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	no
[90-100)	2	27	0	3	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[70-80)	2	46	3	10	0	0	0	Missing	Diabetes	Circulatory	Other	no	high	no	yes	yes
[70-80)	1	38	0	7	1	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	4	69	0	16	9	1	1	Missing	Circulatory	Respiratory	Respiratory	no	no	no	yes	no
[70-80)	4	36	6	12	0	0	0	Cardiology	Other	Circulatory	Other	no	no	no	no	no
[70-80)	5	48	0	10	0	1	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	3	61	1	8	0	0	0	InternalMedicine	Injury	Other	Other	no	no	no	yes	yes
[50-60)	1	34	0	7	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	no	no	no
[80-90)	4	49	2	19	2	1	1	Other	Injury	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	5	49	0	16	0	0	0	Other	Respiratory	Diabetes	Circulatory	no	high	yes	yes	no
[60-70)	3	46	1	16	0	6	2	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[80-90)	3	1	2	21	0	1	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	7	10	3	26	3	1	0	Surgery	Circulatory	Respiratory	Circulatory	normal	no	yes	yes	yes
[60-70)	2	10	6	18	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	11	27	2	29	0	2	0	InternalMedicine	Diabetes	Musculoskeletal	Other	no	no	no	yes	no
[60-70)	3	20	3	20	0	0	0	Other	Musculoskeletal	Respiratory	Musculoskeletal	no	no	no	no	no
[70-80)	7	72	1	15	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[40-50)	6	69	1	3	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[70-80)	4	61	1	15	0	0	0	Missing	Diabetes	Other	Injury	no	high	yes	yes	no
[60-70)	3	57	2	5	0	0	0	Missing	Digestive	Other	Other	no	normal	no	no	no
[40-50)	1	23	0	7	0	0	0	Cardiology	Respiratory	Other	Circulatory	no	no	no	no	no
[70-80)	1	62	0	9	0	0	0	Missing	Circulatory	Circulatory	Other	no	high	no	no	yes
[60-70)	2	1	2	17	0	0	0	Surgery	Digestive	Digestive	Diabetes	no	no	no	yes	yes
[50-60)	4	49	1	13	0	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[50-60)	10	38	0	14	0	1	0	InternalMedicine	Other	Musculoskeletal	Diabetes	high	no	yes	yes	yes
[80-90)	7	62	0	18	0	0	0	Missing	Circulatory	Diabetes	Other	no	high	yes	yes	yes
[50-60)	3	56	0	25	0	0	0	Missing	Respiratory	Respiratory	Musculoskeletal	no	high	yes	yes	no
[50-60)	3	58	0	17	2	1	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[60-70)	10	53	4	32	0	0	0	Family/GeneralPractice	Respiratory	Respiratory	Other	no	no	no	no	no
[80-90)	6	61	0	12	0	0	0	Family/GeneralPractice	Other	Digestive	Circulatory	no	no	no	no	yes
[60-70)	4	29	3	21	0	0	0	Missing	Injury	Other	Injury	no	no	no	yes	no
[50-60)	2	19	0	11	0	1	0	Missing	Musculoskeletal	Other	Respiratory	no	no	yes	yes	yes
[80-90)	4	2	1	9	0	1	0	Missing	Digestive	Digestive	Other	no	no	no	yes	no
[40-50)	1	34	0	12	0	0	0	Family/GeneralPractice	Other	Circulatory	Other	no	no	no	no	yes
[60-70)	2	40	2	8	0	0	3	Emergency/Trauma	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	50	0	8	0	0	0	Missing	Injury	Other	Circulatory	no	normal	yes	yes	yes
[60-70)	2	55	1	22	0	1	0	Missing	Respiratory	Other	Diabetes	no	no	no	no	yes
[50-60)	2	73	0	8	2	1	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[50-60)	11	68	1	21	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	no	yes	no
[70-80)	2	62	0	11	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	5	56	0	16	0	1	0	Missing	Digestive	Digestive	Circulatory	no	no	no	no	yes
[70-80)	5	60	1	23	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[70-80)	5	60	0	26	3	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[40-50)	11	27	6	23	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[50-60)	5	47	6	18	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	5	72	1	14	0	1	1	Emergency/Trauma	Respiratory	Other	Circulatory	no	no	no	yes	yes
[70-80)	5	47	0	6	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	3	5	0	8	0	0	0	Missing	Other	Other	Musculoskeletal	no	no	no	yes	yes
[70-80)	8	77	4	28	0	0	0	Surgery	Circulatory	Respiratory	Circulatory	no	high	no	yes	yes
[40-50)	2	29	6	18	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	3	43	2	26	0	1	0	InternalMedicine	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[90-100)	3	16	0	9	0	0	0	Emergency/Trauma	Other	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	1	64	0	16	0	0	0	Other	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	9	47	5	46	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[80-90)	2	59	0	9	0	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[80-90)	2	78	0	18	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	no	no	no
[70-80)	3	45	0	11	3	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	4	71	0	18	0	2	0	Other	Other	Other	Circulatory	no	no	yes	yes	yes
[50-60)	5	80	0	24	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	high	yes	yes	yes
[70-80)	2	49	6	33	0	0	0	Missing	Musculoskeletal	Circulatory	Respiratory	no	normal	yes	yes	no
[70-80)	2	38	0	9	1	0	0	Emergency/Trauma	Injury	Circulatory	Other	no	no	yes	yes	yes
[90-100)	4	25	0	6	0	1	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[80-90)	2	47	2	3	0	0	0	Other	Other	Diabetes	Other	no	no	no	yes	yes
[50-60)	2	69	0	4	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	no	yes	no
[60-70)	5	70	3	17	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[80-90)	4	32	0	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	4	54	5	13	0	0	0	Missing	Circulatory	Circulatory	Musculoskeletal	no	no	no	no	no
[60-70)	6	51	4	20	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	11	41	3	45	0	1	0	Other	Diabetes	Injury	Musculoskeletal	no	no	yes	yes	yes
[70-80)	2	43	6	10	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[90-100)	6	70	0	20	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[70-80)	1	47	5	8	0	0	0	Cardiology	Circulatory	Other	Diabetes	no	no	no	no	no
[60-70)	7	45	6	37	0	0	0	Missing	Circulatory	Injury	Injury	no	no	no	yes	yes
[50-60)	8	68	2	21	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	3	40	2	40	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	3	24	3	7	0	1	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	yes
[50-60)	5	44	1	23	0	1	0	Surgery	Diabetes	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	4	9	3	13	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	6	42	0	16	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	2	24	0	15	0	1	0	Missing	Circulatory	Other	Circulatory	high	no	yes	yes	yes
[80-90)	13	42	0	21	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[60-70)	2	41	3	11	0	0	0	Cardiology	Circulatory	Respiratory	Other	no	no	no	yes	no
[70-80)	6	61	3	18	0	0	0	Emergency/Trauma	Circulatory	Other	Digestive	no	no	yes	yes	no
[50-60)	2	53	1	19	0	0	0	Missing	Digestive	Diabetes	Digestive	no	no	yes	yes	no
[40-50)	1	43	0	12	0	1	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	no
[80-90)	6	38	4	30	0	1	1	Other	Injury	Circulatory	Other	no	no	no	yes	yes
[60-70)	2	58	0	7	0	2	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[40-50)	7	64	2	26	1	4	2	Missing	Diabetes	Other	Circulatory	no	no	no	no	yes
[60-70)	7	30	2	17	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[50-60)	3	67	2	13	2	0	0	Missing	Digestive	Other	Circulatory	no	high	yes	yes	yes
[50-60)	1	49	3	17	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	3	44	1	8	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	yes	yes	yes
[60-70)	3	2	2	8	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	no	no	yes
[80-90)	1	40	0	4	0	0	0	InternalMedicine	Other	Digestive	Circulatory	no	no	no	no	yes
[60-70)	3	50	0	30	8	1	1	Missing	Other	Circulatory	Other	no	high	no	no	yes
[60-70)	2	31	2	13	0	0	1	Missing	Digestive	Other	Diabetes	no	no	no	yes	no
[70-80)	4	65	1	12	0	0	0	Missing	Other	Other	Musculoskeletal	no	no	no	no	no