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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)	4	69	0	9	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	no	no
[40-50)	2	51	0	7	0	0	2	Missing	Respiratory	Other	Respiratory	no	normal	no	yes	yes
[40-50)	9	60	0	15	0	0	0	Family/GeneralPractice	Other	Respiratory	Other	no	no	yes	yes	yes
[50-60)	3	1	1	10	0	1	1	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[60-70)	4	74	2	18	1	6	0	InternalMedicine	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[80-90)	5	31	6	24	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	no	yes	yes	yes
[70-80)	7	56	0	9	0	0	0	InternalMedicine	Circulatory	Other	Other	no	high	no	yes	no
[70-80)	9	20	5	20	2	0	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	no
[70-80)	2	9	1	11	0	1	0	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	4	28	1	24	0	2	1	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	6	65	0	24	0	1	0	Missing	Other	Other	Respiratory	no	no	yes	yes	yes
[40-50)	5	61	0	15	0	0	0	Missing	Respiratory	Diabetes	Other	high	no	yes	yes	no
[80-90)	4	41	3	26	0	3	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[70-80)	3	56	0	17	0	0	1	Missing	Digestive	Digestive	Circulatory	no	no	no	no	yes
[70-80)	1	45	0	12	1	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	no
[60-70)	4	46	1	26	0	0	0	Surgery	Injury	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	4	29	3	19	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	7	1	0	6	0	1	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	no	yes	no
[60-70)	4	48	2	24	0	1	0	Missing	Circulatory	Other	Digestive	no	no	yes	yes	yes
[70-80)	3	42	2	25	0	3	0	Missing	Injury	Other	Other	no	no	yes	yes	no
[50-60)	7	29	4	35	0	1	0	Missing	Other	Injury	Musculoskeletal	no	no	yes	yes	yes
[70-80)	4	36	1	12	1	0	0	Other	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	10	62	1	51	0	0	1	Missing	Injury	Injury	Other	no	no	no	yes	no
[50-60)	3	45	0	22	0	0	0	InternalMedicine	Digestive	Other	Diabetes	no	high	yes	yes	no
[60-70)	4	81	0	13	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	6	11	1	11	0	1	0	Missing	Other	Other	Other	no	no	no	no	no
[60-70)	6	48	1	12	2	4	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[70-80)	9	71	3	24	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	3	59	0	21	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[40-50)	4	34	1	17	0	0	0	Family/GeneralPractice	Other	Diabetes	Missing	no	no	yes	yes	no
[70-80)	4	56	0	9	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[60-70)	5	61	2	22	1	6	0	Emergency/Trauma	Diabetes	Other	Respiratory	no	no	yes	yes	yes
[70-80)	4	54	2	23	0	0	0	Other	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	7	35	1	21	1	5	3	Missing	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	1	53	3	8	3	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	no	yes	yes
[80-90)	1	1	1	9	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	yes	no
[60-70)	3	1	0	11	0	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[60-70)	9	64	3	24	0	1	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	no
[70-80)	2	36	5	14	0	2	3	Missing	Circulatory	Other	Circulatory	no	no	no	no	yes
[80-90)	10	75	2	21	0	0	0	Other	Injury	Circulatory	Other	no	high	no	no	yes
[50-60)	3	54	0	17	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Other	no	no	yes	yes	no
[50-60)	3	5	1	19	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	high	yes	yes	yes
[80-90)	14	74	4	29	0	0	0	Missing	Other	Respiratory	Other	no	high	yes	yes	no
[40-50)	14	74	2	19	1	3	0	Emergency/Trauma	Injury	Other	Diabetes	no	no	yes	yes	no
[60-70)	2	42	0	11	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	normal	no	yes	yes	yes
[50-60)	5	40	0	20	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	5	42	2	9	0	0	0	Missing	Digestive	Digestive	Circulatory	no	no	no	no	no
[40-50)	7	51	2	10	2	1	0	Missing	Injury	Other	Other	no	no	no	no	yes
[70-80)	3	20	1	15	0	0	0	Other	Musculoskeletal	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	6	39	1	18	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	yes
[60-70)	3	59	0	7	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	high	no	yes	yes
[60-70)	5	75	0	20	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[80-90)	4	16	0	10	0	0	0	Family/GeneralPractice	Respiratory	Other	Circulatory	normal	no	no	yes	no
[80-90)	4	48	1	14	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	no
[40-50)	4	38	0	24	0	2	0	Emergency/Trauma	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[90-100)	2	39	2	8	0	0	0	InternalMedicine	Digestive	Other	Other	no	no	no	no	no
[40-50)	3	54	0	4	0	0	0	Missing	Other	Digestive	Diabetes	no	no	no	no	yes
[70-80)	4	20	1	11	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	no	no	yes
[80-90)	4	46	3	17	0	0	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	yes
[60-70)	6	29	4	12	2	1	0	Surgery	Other	Diabetes	Missing	no	no	no	no	yes
[50-60)	11	9	0	16	0	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[60-70)	4	57	2	25	8	5	0	Missing	Musculoskeletal	Respiratory	Other	no	no	yes	yes	yes
[80-90)	1	63	0	17	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	yes
[80-90)	7	64	0	24	0	1	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[40-50)	2	40	0	8	0	1	0	Family/GeneralPractice	Diabetes	Other	Circulatory	no	no	no	yes	yes
[40-50)	10	9	3	13	0	3	0	Surgery	Circulatory	Injury	Other	no	no	yes	yes	yes
[40-50)	8	68	0	12	0	0	0	Emergency/Trauma	Other	Diabetes	Other	no	high	yes	yes	yes
[40-50)	1	1	4	21	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	3	31	3	7	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	yes	no
[70-80)	2	11	6	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	1	36	3	20	0	0	0	Surgery	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[70-80)	1	46	0	13	0	0	0	Missing	Respiratory	Diabetes	Missing	no	no	no	no	yes
[50-60)	2	37	0	7	0	2	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	5	32	0	16	0	1	0	Family/GeneralPractice	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	6	1	1	8	0	1	3	Surgery	Digestive	Digestive	Diabetes	no	no	yes	yes	yes
[90-100)	4	61	1	7	0	1	1	Emergency/Trauma	Other	Circulatory	Injury	no	no	no	yes	no
[80-90)	10	55	1	14	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	4	9	0	13	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[80-90)	3	54	0	14	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	yes
[50-60)	4	83	0	13	2	1	0	Missing	Injury	Other	Diabetes	no	no	no	yes	yes
[70-80)	4	32	2	21	0	3	0	Other	Injury	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	2	20	1	10	0	0	0	Other	Musculoskeletal	Musculoskeletal	Circulatory	no	no	yes	yes	no
[70-80)	2	4	0	9	1	1	1	Emergency/Trauma	Other	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	4	69	2	18	0	0	0	Missing	Digestive	Other	Digestive	no	no	no	no	no
[60-70)	2	9	0	8	1	1	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	3	50	0	8	0	2	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	no	yes	yes
[50-60)	2	68	4	19	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	5	36	4	17	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	normal	no	no	no
[90-100)	5	39	1	10	0	1	0	Family/GeneralPractice	Digestive	Diabetes	Circulatory	no	no	no	no	yes
[50-60)	1	43	0	7	0	0	0	Cardiology	Other	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	2	2	0	7	2	1	0	Other	Digestive	Other	Circulatory	no	no	yes	yes	yes
[90-100)	2	22	0	3	0	0	0	Other	Other	Other	Other	normal	no	no	no	no
[60-70)	6	50	3	25	3	0	0	Surgery	Other	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	4	32	1	13	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	no	yes	yes
[90-100)	3	35	0	9	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[50-60)	1	10	1	13	0	0	0	Missing	Digestive	Diabetes	Other	no	no	no	yes	no
[70-80)	4	50	1	12	0	0	0	Missing	Circulatory	Digestive	Circulatory	no	normal	no	no	no
[70-80)	9	46	0	12	0	1	0	Cardiology	Other	Other	Respiratory	no	no	no	yes	yes
[70-80)	1	11	0	6	2	1	0	Missing	Other	Other	Other	no	no	no	yes	yes
[80-90)	3	2	0	11	0	0	1	Emergency/Trauma	Circulatory	Respiratory	Other	no	no	yes	yes	yes