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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)	10	88	6	25	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	1	46	0	8	2	2	1	Missing	Other	Other	Circulatory	no	no	yes	yes	yes
[80-90)	7	74	0	19	0	1	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	high	no	no	yes
[70-80)	6	47	3	24	0	1	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	yes
[60-70)	4	74	0	23	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	high	no	yes	no
[80-90)	5	52	0	15	5	0	0	Missing	Other	Circulatory	Other	no	high	yes	yes	yes
[40-50)	3	31	0	4	0	1	0	Family/GeneralPractice	Circulatory	Other	Other	no	no	no	yes	no
[50-60)	3	11	0	18	2	1	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	8	65	2	26	0	0	0	Missing	Musculoskeletal	Other	Respiratory	no	no	yes	yes	no
[50-60)	12	61	0	16	0	1	0	Missing	Respiratory	Respiratory	Diabetes	high	no	no	no	yes
[80-90)	9	24	4	15	0	0	0	Surgery	Digestive	Circulatory	Circulatory	high	no	no	no	no
[70-80)	1	35	1	20	0	0	0	Other	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	yes	yes	no
[40-50)	7	1	0	9	0	0	0	Other	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	4	72	0	24	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	4	34	5	16	0	1	0	Cardiology	Circulatory	Circulatory	Injury	no	no	yes	yes	no
[70-80)	4	47	2	11	0	2	0	Missing	Injury	Other	Other	no	no	no	no	yes
[70-80)	3	81	0	13	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[50-60)	3	37	6	20	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	1	49	0	12	1	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	5	17	3	15	0	2	1	Missing	Respiratory	Respiratory	Injury	normal	no	yes	yes	no
[70-80)	6	49	0	13	0	0	0	Family/GeneralPractice	Other	Other	Other	no	high	no	yes	no
[80-90)	12	79	0	13	1	6	3	Other	Injury	Other	Circulatory	no	no	no	no	yes
[40-50)	4	49	1	12	0	0	0	InternalMedicine	Other	Other	Digestive	no	high	no	no	no
[80-90)	5	56	0	12	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[70-80)	1	46	0	18	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	no
[50-60)	2	77	0	19	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[80-90)	2	37	5	17	0	0	0	Missing	Circulatory	Injury	Circulatory	no	no	no	yes	no
[60-70)	2	22	4	27	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	3	62	3	17	0	0	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[80-90)	2	39	3	15	0	0	0	InternalMedicine	Respiratory	Other	Diabetes	no	no	yes	yes	no
[50-60)	2	38	2	17	0	2	0	InternalMedicine	Circulatory	Other	Circulatory	no	no	no	yes	no
[40-50)	1	54	0	14	3	1	0	Family/GeneralPractice	Other	Digestive	Diabetes	no	no	yes	yes	yes
[70-80)	4	79	0	12	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[90-100)	4	41	0	11	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	3	55	0	11	0	3	1	InternalMedicine	Other	Musculoskeletal	Circulatory	no	no	no	yes	yes
[70-80)	4	45	0	12	0	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	high	yes	yes	yes
[70-80)	5	36	0	9	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	no	no	yes
[70-80)	6	39	2	22	0	3	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no
[70-80)	1	46	0	10	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	yes	yes	no
[70-80)	9	66	3	23	0	4	0	Missing	Digestive	Circulatory	Digestive	no	no	no	yes	yes
[70-80)	4	44	2	11	0	0	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[60-70)	5	40	0	18	0	0	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	8	1	17	2	1	1	Missing	Other	Digestive	Circulatory	no	no	yes	yes	yes
[70-80)	3	29	1	4	0	0	0	Other	Other	Other	Other	no	no	no	no	yes
[60-70)	11	48	3	19	0	1	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	yes
[70-80)	7	65	1	16	0	0	0	Missing	Diabetes	Other	Other	no	high	no	yes	yes
[40-50)	1	31	4	14	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	5	47	2	28	0	0	0	Other	Other	Injury	Other	no	no	no	yes	no
[80-90)	3	58	0	12	0	1	1	Emergency/Trauma	Other	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	3	41	0	17	0	1	0	InternalMedicine	Diabetes	Digestive	Other	no	no	no	yes	no
[50-60)	2	50	3	8	0	0	0	Missing	Digestive	Digestive	Diabetes	no	no	yes	yes	no
[40-50)	2	39	0	5	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	3	1	2	9	0	0	0	Emergency/Trauma	Digestive	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	3	45	0	13	1	0	0	Missing	Injury	Circulatory	Other	no	no	no	no	yes
[80-90)	5	69	1	17	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	no	no	yes
[40-50)	1	51	0	10	0	2	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[80-90)	4	87	1	23	1	7	2	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	2	41	0	19	0	2	0	Family/GeneralPractice	Respiratory	Circulatory	Respiratory	no	no	yes	yes	no
[80-90)	5	40	1	23	3	4	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	yes
[90-100)	3	67	0	18	0	0	0	Missing	Circulatory	Other	Respiratory	no	no	no	no	yes
[90-100)	14	61	1	21	0	1	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[80-90)	3	49	5	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	4	60	0	11	0	2	0	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	9	65	6	21	0	0	0	Other	Other	Circulatory	Other	no	no	no	no	yes
[70-80)	3	43	5	20	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	3	67	1	9	0	4	0	Other	Circulatory	Circulatory	Other	no	high	no	no	no
[80-90)	2	71	1	20	3	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	10	61	1	16	0	1	0	Other	Injury	Other	Digestive	no	no	yes	yes	yes
[50-60)	6	85	4	42	0	0	0	Cardiology	Circulatory	Circulatory	Other	no	high	no	no	yes
[50-60)	4	55	2	27	2	1	0	Missing	Musculoskeletal	Other	Circulatory	no	no	yes	yes	no
[70-80)	11	67	1	22	0	0	0	Missing	Digestive	Circulatory	Other	no	no	yes	yes	no
[40-50)	1	36	0	9	0	2	2	Missing	Respiratory	Other	Diabetes	no	no	no	yes	no
[50-60)	8	68	0	21	1	2	1	Missing	Digestive	Other	Digestive	no	no	yes	yes	yes
[60-70)	4	33	1	12	0	0	0	Missing	Other	Other	Respiratory	no	no	no	yes	no
[80-90)	1	45	2	11	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	high	no	yes	yes
[80-90)	1	11	0	1	0	0	0	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	2	36	2	16	0	0	0	Missing	Digestive	Other	Other	no	no	no	no	no
[50-60)	1	9	2	12	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	no
[40-50)	6	52	6	30	1	1	0	Missing	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[60-70)	4	39	1	4	0	1	0	Missing	Digestive	Other	Circulatory	no	no	no	no	no
[50-60)	4	56	2	16	0	1	0	Surgery	Digestive	Injury	Diabetes	no	no	no	no	no
[80-90)	1	44	0	12	2	1	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[40-50)	5	66	0	5	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[70-80)	4	59	0	26	2	3	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	3	4	1	11	1	0	0	Surgery	Musculoskeletal	Diabetes	Other	no	no	no	no	no
[60-70)	1	51	2	17	0	0	0	Surgery	Other	Other	Other	no	no	no	no	yes
[60-70)	3	57	0	6	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	no
[60-70)	1	20	3	28	0	0	0	Other	Musculoskeletal	Musculoskeletal	Diabetes	no	no	yes	yes	no
[80-90)	4	11	0	7	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	1	46	0	4	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	6	49	1	28	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	3	39	2	30	0	0	0	Missing	Musculoskeletal	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	1	3	2	12	0	1	0	Other	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	9	55	1	9	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	yes
[60-70)	4	62	0	15	0	3	0	Emergency/Trauma	Injury	Other	Injury	no	no	no	yes	yes
[60-70)	5	37	0	15	0	0	0	Missing	Respiratory	Injury	Other	no	no	no	yes	yes
[80-90)	3	35	2	14	0	1	0	Missing	Digestive	Other	Digestive	no	no	yes	yes	no
[60-70)	10	40	0	12	0	1	0	Other	Other	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	2	31	0	8	0	1	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	no	yes	no
[70-80)	8	45	5	32	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes