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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)	11	37	2	11	0	0	0	InternalMedicine	Other	Diabetes	Other	no	high	yes	yes	no
[70-80)	2	16	1	13	0	0	0	Cardiology	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	1	36	2	19	21	4	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	yes
[70-80)	12	62	0	20	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	4	43	5	13	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	high	no	no	no
[70-80)	6	46	0	5	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	2	64	1	12	0	0	0	Emergency/Trauma	Diabetes	Other	Other	no	no	yes	yes	yes
[50-60)	9	65	3	22	0	2	0	Missing	Other	Diabetes	Other	high	no	no	no	no
[70-80)	6	67	2	23	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[80-90)	6	59	0	18	0	4	0	Missing	Injury	Circulatory	Other	no	no	no	yes	yes
[60-70)	3	57	0	6	0	1	0	Cardiology	Respiratory	Circulatory	Circulatory	no	normal	no	no	no
[50-60)	2	48	0	7	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	yes	yes	no
[70-80)	4	47	5	16	0	0	0	Missing	Circulatory	Injury	Diabetes	no	no	no	yes	no
[80-90)	4	36	3	26	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[50-60)	1	54	0	13	1	0	0	Cardiology	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	4	48	1	12	0	0	0	InternalMedicine	Digestive	Diabetes	Circulatory	no	no	no	yes	no
[40-50)	2	2	0	14	0	1	0	Missing	Diabetes	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	4	48	0	13	0	0	0	InternalMedicine	Other	Other	Other	no	high	yes	yes	no
[40-50)	2	34	2	12	0	0	0	Other	Circulatory	Circulatory	Digestive	no	no	no	no	no
[60-70)	3	54	0	19	0	0	0	Missing	Other	Digestive	Other	no	no	no	no	no
[60-70)	2	20	3	16	0	0	0	Missing	Circulatory	Respiratory	Respiratory	no	no	no	no	no
[70-80)	6	35	5	21	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[70-80)	2	49	0	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	high	no	no	yes
[80-90)	5	47	1	6	0	0	0	Missing	Other	Other	Circulatory	high	normal	no	no	yes
[60-70)	3	29	1	33	0	0	0	Missing	Other	Respiratory	Other	no	no	no	no	yes
[70-80)	1	60	0	4	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[80-90)	4	39	0	6	0	1	1	Emergency/Trauma	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[60-70)	2	38	1	19	0	0	0	Other	Injury	Other	Diabetes	no	no	yes	yes	no
[70-80)	3	38	0	6	0	1	1	Surgery	Injury	Other	Circulatory	no	no	no	yes	no
[90-100)	7	19	0	24	0	1	0	Missing	Respiratory	Respiratory	Circulatory	normal	no	no	no	yes
[70-80)	13	81	3	36	0	0	0	InternalMedicine	Respiratory	Diabetes	Diabetes	no	no	yes	yes	no
[70-80)	3	19	1	8	0	0	0	Missing	Diabetes	Other	Digestive	no	no	no	yes	yes
[50-60)	1	10	0	7	1	0	0	Missing	Digestive	Circulatory	Other	no	no	no	no	no
[60-70)	6	62	0	16	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[60-70)	3	63	0	12	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[40-50)	2	56	0	14	0	0	0	Family/GeneralPractice	Diabetes	Other	Respiratory	no	high	yes	yes	yes
[70-80)	5	45	1	25	0	1	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[40-50)	4	46	1	6	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	no	yes
[40-50)	3	57	0	15	0	4	0	InternalMedicine	Respiratory	Other	Diabetes	no	normal	yes	yes	yes
[70-80)	5	90	0	20	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	yes	no
[80-90)	3	59	0	12	0	0	0	Missing	Other	Other	Respiratory	no	no	no	yes	yes
[50-60)	9	64	6	27	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	no	no	no
[60-70)	10	67	3	25	0	0	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	no	no	yes
[50-60)	2	63	0	9	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	no
[80-90)	3	58	0	11	0	0	0	Missing	Respiratory	Other	Other	no	high	no	no	yes
[50-60)	3	11	2	19	8	2	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[70-80)	3	41	0	13	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	yes
[80-90)	9	66	1	24	3	0	0	Missing	Circulatory	Respiratory	Circulatory	no	high	yes	yes	yes
[50-60)	8	39	1	17	0	1	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[70-80)	7	10	0	27	0	3	0	Missing	Respiratory	Respiratory	Circulatory	normal	no	no	yes	yes
[70-80)	1	54	0	13	0	1	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	high	no	no	yes
[50-60)	2	28	0	16	1	0	1	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	8	52	0	17	2	0	0	Missing	Diabetes	Other	Other	no	high	yes	yes	yes
[70-80)	1	47	3	14	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	6	72	0	13	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	6	60	2	16	0	2	0	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	3	44	1	15	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	7	29	0	13	0	1	0	InternalMedicine	Other	Circulatory	Injury	no	no	yes	yes	yes
[60-70)	10	73	1	13	0	0	0	Other	Diabetes	Other	Circulatory	no	normal	no	yes	no
[80-90)	4	66	1	15	0	0	0	InternalMedicine	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[60-70)	1	26	1	18	0	0	0	Other	Other	Other	Other	no	no	no	no	no
[60-70)	3	46	6	18	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[80-90)	2	9	0	15	0	2	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	3	34	4	22	0	0	0	Other	Diabetes	Other	Musculoskeletal	no	no	yes	yes	yes
[70-80)	11	74	3	18	0	1	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[50-60)	2	41	0	15	0	0	0	InternalMedicine	Digestive	Respiratory	Diabetes	no	no	no	yes	no
[80-90)	5	68	1	18	0	0	0	Missing	Other	Circulatory	Other	no	normal	yes	yes	no
[70-80)	3	40	1	19	3	1	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	2	10	0	19	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	1	27	1	12	0	0	0	Other	Other	Other	Other	no	no	no	yes	yes
[50-60)	1	16	0	4	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	9	25	0	17	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	5	65	0	19	2	3	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no
[60-70)	3	30	0	14	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	8	49	0	18	0	2	0	InternalMedicine	Digestive	Other	Other	no	no	no	no	yes
[60-70)	3	15	1	20	2	0	1	Other	Other	Other	Circulatory	normal	no	yes	yes	yes
[60-70)	11	76	3	30	0	1	0	InternalMedicine	Injury	Injury	Circulatory	no	no	yes	yes	no
[70-80)	4	46	2	12	0	1	0	Cardiology	Other	Circulatory	Circulatory	no	no	no	no	yes
[90-100)	6	52	0	15	3	0	1	Missing	Respiratory	Other	Circulatory	no	no	no	yes	no
[70-80)	7	21	0	14	0	1	0	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	1	50	0	6	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	normal	no	no	no
[70-80)	13	65	6	23	1	0	0	Missing	Circulatory	Other	Circulatory	no	high	yes	yes	yes
[60-70)	1	33	0	4	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	no
[60-70)	12	75	0	23	0	7	2	Other	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[80-90)	2	43	0	18	0	4	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	5	16	1	19	1	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	8	52	1	16	0	1	0	Emergency/Trauma	Digestive	Other	Other	no	no	no	yes	yes
[80-90)	14	45	1	23	0	4	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	5	60	0	22	0	0	0	Emergency/Trauma	Injury	Other	Other	no	high	yes	yes	yes
[70-80)	4	57	0	13	0	5	0	InternalMedicine	Other	Circulatory	Musculoskeletal	no	no	no	yes	yes
[50-60)	4	51	2	7	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[50-60)	6	62	0	19	2	2	1	Missing	Other	Other	Other	no	no	no	yes	yes
[50-60)	6	63	0	22	0	0	0	Missing	Respiratory	Respiratory	Other	no	normal	no	yes	no
[40-50)	3	32	0	12	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	1	10	2	12	0	0	0	Other	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	4	3	5	15	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	3	55	1	8	0	0	0	Missing	Injury	Diabetes	Missing	no	normal	yes	yes	no
[60-70)	2	48	1	19	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	7	77	2	23	0	0	0	InternalMedicine	Diabetes	Other	Other	no	normal	yes	yes	no
[70-80)	1	31	6	15	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	yes