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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)	2	37	0	7	3	0	0	InternalMedicine	Digestive	Circulatory	Diabetes	no	no	no	yes	yes
[40-50)	1	62	0	9	0	0	0	Family/GeneralPractice	Digestive	Diabetes	Other	no	no	no	no	no
[80-90)	1	38	0	22	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	6	64	1	23	0	2	0	InternalMedicine	Other	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	10	69	1	25	0	0	0	Missing	Circulatory	Other	Diabetes	no	normal	no	yes	yes
[60-70)	1	18	0	8	1	0	0	Missing	Respiratory	Diabetes	Circulatory	high	no	no	yes	no
[50-60)	1	20	0	5	0	1	0	Emergency/Trauma	Other	Other	Other	no	no	no	yes	no
[60-70)	1	62	0	14	2	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	3	41	0	6	0	0	0	Surgery	Injury	Other	Diabetes	no	no	yes	yes	no
[70-80)	4	63	1	24	0	1	0	Surgery	Injury	Other	Other	no	no	yes	yes	yes
[80-90)	3	69	0	12	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	4	16	0	14	2	0	0	Family/GeneralPractice	Respiratory	Other	Circulatory	high	no	yes	yes	yes
[40-50)	4	43	0	17	0	0	1	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	6	77	3	28	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	normal	high	no	yes	yes
[40-50)	2	37	0	10	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	1	12	0	10	0	2	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	9	68	1	19	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[60-70)	2	12	0	7	0	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	yes
[80-90)	4	59	1	20	0	0	2	Missing	Other	Other	Other	no	no	no	yes	yes
[80-90)	7	50	4	32	0	0	0	Other	Injury	Circulatory	Other	no	normal	no	no	no
[40-50)	3	69	0	6	0	0	0	Missing	Diabetes	Digestive	Respiratory	no	normal	yes	yes	no
[60-70)	4	73	0	12	0	0	0	Missing	Other	Circulatory	Other	no	high	yes	yes	no
[70-80)	5	32	4	13	1	0	0	Other	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[60-70)	2	54	0	9	1	0	2	Surgery	Digestive	Other	Other	no	no	yes	yes	yes
[40-50)	11	44	2	32	0	4	2	Missing	Injury	Injury	Other	no	no	no	no	yes
[60-70)	8	1	1	17	0	0	0	Surgery	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	5	15	0	13	1	0	0	Missing	Injury	Other	Circulatory	no	no	no	yes	yes
[70-80)	1	41	1	17	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	5	61	0	14	0	1	0	InternalMedicine	Other	Other	Circulatory	no	no	no	no	no
[90-100)	1	1	2	4	2	0	1	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[60-70)	1	26	3	18	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	3	70	3	27	0	0	0	Missing	Injury	Circulatory	Other	no	no	no	yes	no
[50-60)	2	26	1	18	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	3	9	0	9	0	0	0	Other	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	6	19	0	13	2	0	0	Missing	Circulatory	Circulatory	Circulatory	normal	no	no	no	no
[70-80)	3	55	4	7	0	1	0	InternalMedicine	Digestive	Digestive	Diabetes	no	high	no	no	yes
[60-70)	8	64	0	24	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	11	61	0	16	0	0	0	Other	Other	Respiratory	Other	no	no	yes	yes	no
[60-70)	2	53	1	11	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	5	63	0	11	0	0	0	Missing	Other	Other	Other	no	high	no	no	no
[70-80)	4	26	2	24	0	1	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	19	1	16	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	yes	yes
[70-80)	2	44	0	15	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	10	60	2	20	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[50-60)	2	47	0	17	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	high	yes	yes	yes
[50-60)	2	38	0	7	0	1	0	Missing	Digestive	Diabetes	Musculoskeletal	no	no	no	yes	yes
[80-90)	4	34	0	7	0	1	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	no	yes
[70-80)	10	25	3	30	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	1	58	0	15	0	2	1	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	3	63	0	14	0	1	0	Missing	Circulatory	Other	Other	no	normal	yes	yes	yes
[50-60)	2	44	0	29	0	5	0	InternalMedicine	Circulatory	Respiratory	Respiratory	no	no	yes	yes	yes
[80-90)	2	13	1	10	1	1	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[90-100)	3	45	1	12	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	3	72	0	20	0	0	2	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	3	51	0	11	0	1	1	InternalMedicine	Musculoskeletal	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	6	24	1	12	3	3	5	Surgery	Injury	Other	Diabetes	normal	no	no	no	yes
[60-70)	9	84	1	25	16	0	1	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[80-90)	6	25	0	17	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[50-60)	1	1	1	10	2	2	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[60-70)	3	29	1	18	1	0	0	Surgery	Other	Other	Circulatory	no	no	yes	yes	no
[40-50)	2	30	1	16	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[80-90)	9	57	2	35	0	0	0	Emergency/Trauma	Injury	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	13	62	0	13	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	no	yes	no
[70-80)	3	55	0	15	2	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[80-90)	11	52	0	23	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	10	45	2	28	0	1	0	InternalMedicine	Diabetes	Circulatory	Other	no	high	yes	yes	yes
[60-70)	4	74	1	33	0	7	1	Emergency/Trauma	Other	Other	Respiratory	no	no	no	yes	no
[60-70)	1	33	4	25	0	1	0	Surgery	Circulatory	Diabetes	Other	no	no	yes	yes	yes
[50-60)	3	32	0	11	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	2	57	1	19	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	3	16	2	5	0	0	0	Missing	Injury	Digestive	Digestive	no	no	yes	yes	no
[40-50)	2	12	3	17	0	2	1	Missing	Injury	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	8	45	1	23	11	3	1	Family/GeneralPractice	Digestive	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	3	49	6	59	1	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[80-90)	1	60	5	15	5	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	1	35	3	16	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[80-90)	5	60	0	21	0	0	0	Missing	Respiratory	Respiratory	Other	no	high	yes	yes	yes
[70-80)	3	25	0	15	0	3	1	Missing	Other	Respiratory	Circulatory	high	no	no	yes	yes
[90-100)	3	66	0	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	10	82	1	21	0	0	1	InternalMedicine	Other	Other	Digestive	no	no	yes	yes	yes
[60-70)	6	38	1	9	0	1	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	no	no	yes
[70-80)	6	48	6	43	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	5	56	2	14	0	0	0	Emergency/Trauma	Injury	Digestive	Respiratory	no	no	no	no	no
[50-60)	2	40	0	10	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	7	38	3	13	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[80-90)	5	50	2	16	0	0	0	Other	Injury	Other	Diabetes	no	normal	no	no	no
[80-90)	4	65	0	19	0	1	0	Emergency/Trauma	Circulatory	Other	Other	no	high	yes	yes	yes
[40-50)	3	13	1	5	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	1	54	1	6	0	1	0	Surgery	Injury	Circulatory	Diabetes	no	no	no	no	no
[40-50)	1	27	0	9	0	0	0	Other	Other	Diabetes	Missing	no	no	no	no	no
[60-70)	6	62	0	18	4	1	1	Cardiology	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	13	63	6	42	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	1	57	0	2	0	1	0	Missing	Injury	Other	Other	no	no	no	no	no
[70-80)	8	51	0	25	1	0	0	Missing	Other	Other	Other	no	no	no	no	yes
[50-60)	1	3	1	6	2	4	0	Surgery	Other	Other	Diabetes	no	no	no	yes	yes
[70-80)	7	65	0	15	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	high	no	no	no
[60-70)	3	12	1	31	1	0	0	Other	Musculoskeletal	Respiratory	Circulatory	no	no	yes	yes	yes
[70-80)	1	39	0	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	9	41	0	16	0	1	0	Other	Other	Circulatory	Other	no	no	yes	yes	yes
[80-90)	4	56	0	11	0	0	0	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	no	no	no