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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
[50-60)	2	35	0	14	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	3	7	2	26	2	0	0	Other	Injury	Other	Diabetes	no	no	yes	yes	no
[80-90)	10	88	0	25	0	1	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[70-80)	7	62	2	11	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[90-100)	3	40	0	15	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	1	12	4	15	0	0	0	Surgery	Other	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	4	1	1	19	1	0	0	Missing	Injury	Diabetes	Other	no	no	yes	yes	no
[70-80)	6	66	2	32	0	1	0	Missing	Circulatory	Other	Other	no	normal	yes	yes	yes
[80-90)	6	38	1	40	0	2	0	Other	Injury	Respiratory	Other	no	no	yes	yes	no
[40-50)	3	68	1	11	0	1	1	Missing	Diabetes	Other	Circulatory	no	high	no	yes	no
[70-80)	1	37	1	10	3	1	0	Missing	Circulatory	Respiratory	Musculoskeletal	no	high	no	yes	yes
[70-80)	2	38	2	14	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	8	17	2	27	4	1	0	Surgery	Injury	Injury	Diabetes	high	no	yes	yes	no
[50-60)	2	15	0	10	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	no	no	no
[40-50)	3	11	3	1	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	6	58	2	23	0	1	0	Emergency/Trauma	Injury	Injury	Other	no	no	yes	yes	yes
[70-80)	5	55	1	17	0	0	0	Family/GeneralPractice	Other	Digestive	Digestive	no	no	no	yes	no
[80-90)	2	57	0	11	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[70-80)	6	45	6	18	0	0	0	InternalMedicine	Circulatory	Other	Circulatory	no	high	no	no	yes
[80-90)	3	51	6	19	1	0	0	Other	Injury	Other	Circulatory	no	no	no	yes	no
[60-70)	13	100	1	26	2	1	0	Missing	Circulatory	Other	Circulatory	no	no	no	no	yes
[70-80)	11	36	3	12	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	no
[40-50)	8	58	2	4	0	0	0	InternalMedicine	Other	Diabetes	Injury	no	high	no	yes	no
[80-90)	3	26	0	16	5	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	2	3	5	12	0	0	0	Surgery	Digestive	Circulatory	Circulatory	no	no	no	yes	yes
[90-100)	4	44	1	16	0	3	1	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	1	43	6	21	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	6	34	6	14	0	0	0	Surgery	Other	Other	Digestive	no	no	no	no	yes
[40-50)	3	30	0	15	0	0	0	Emergency/Trauma	Respiratory	Other	Respiratory	no	no	no	no	no
[60-70)	4	9	2	23	9	0	0	Missing	Musculoskeletal	Other	Musculoskeletal	high	no	yes	yes	yes
[70-80)	2	26	1	8	0	0	0	Other	Other	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	3	38	0	14	0	0	0	InternalMedicine	Other	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	3	36	2	27	2	2	0	Surgery	Musculoskeletal	Diabetes	Other	no	high	yes	yes	no
[70-80)	4	56	0	23	0	2	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	2	62	0	9	0	0	0	Missing	Digestive	Digestive	Other	no	no	yes	yes	yes
[70-80)	2	43	1	12	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	1	41	0	6	1	0	0	Missing	Digestive	Circulatory	Other	no	no	no	yes	no
[70-80)	1	30	1	14	0	1	0	Missing	Injury	Circulatory	Other	no	no	no	yes	yes
[70-80)	6	45	3	8	0	0	0	Missing	Circulatory	Respiratory	Other	no	normal	no	no	no
[90-100)	3	61	1	18	0	1	1	Missing	Digestive	Other	Circulatory	no	no	no	yes	yes
[70-80)	4	50	3	15	0	0	0	Other	Circulatory	Circulatory	Respiratory	no	high	no	no	yes
[50-60)	1	1	1	8	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	no	yes	no
[70-80)	4	38	2	30	0	1	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[80-90)	6	37	1	19	0	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	2	8	3	19	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	5	57	1	22	0	0	0	Other	Musculoskeletal	Circulatory	Other	no	no	yes	yes	no
[70-80)	1	50	1	15	2	1	0	Other	Other	Circulatory	Other	no	no	no	no	yes
[50-60)	6	33	0	15	2	2	3	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	4	21	1	14	0	0	1	Missing	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	4	32	1	19	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[40-50)	7	31	1	33	0	1	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	yes
[80-90)	2	40	0	9	0	0	0	Emergency/Trauma	Respiratory	Other	Circulatory	no	normal	no	no	yes
[50-60)	5	50	4	20	0	0	0	Other	Musculoskeletal	Other	Musculoskeletal	no	no	yes	yes	yes
[70-80)	2	24	0	7	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	yes	yes
[40-50)	6	24	0	13	1	0	2	Family/GeneralPractice	Digestive	Other	Digestive	high	no	yes	yes	yes
[70-80)	8	38	2	26	0	2	0	Missing	Diabetes	Musculoskeletal	Other	no	no	yes	yes	yes
[70-80)	8	65	2	18	0	1	0	InternalMedicine	Other	Respiratory	Circulatory	normal	no	no	no	no
[70-80)	6	58	0	17	0	0	1	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	2	34	0	14	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	7	70	3	18	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	7	61	3	13	0	0	0	Missing	Diabetes	Circulatory	Other	no	normal	yes	yes	yes
[40-50)	2	30	5	10	0	0	1	Cardiology	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	12	66	1	17	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	yes
[70-80)	1	44	0	19	0	0	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	no	yes	yes
[40-50)	10	16	0	16	2	0	3	Other	Other	Other	Diabetes	normal	no	yes	yes	yes
[90-100)	4	35	0	10	0	0	0	InternalMedicine	Diabetes	Circulatory	Other	no	no	yes	yes	no
[70-80)	9	78	4	17	0	1	0	Other	Other	Other	Other	no	no	no	no	yes
[50-60)	2	29	0	17	0	0	0	Other	Other	Other	Circulatory	no	no	no	yes	no
[90-100)	2	36	0	9	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	10	25	2	15	0	3	0	Missing	Other	Circulatory	Digestive	no	high	yes	yes	yes
[70-80)	8	68	0	16	0	2	0	InternalMedicine	Other	Respiratory	Other	no	high	yes	yes	no
[80-90)	3	47	1	3	0	0	0	Emergency/Trauma	Circulatory	Diabetes	Other	no	no	yes	yes	no
[40-50)	13	83	1	35	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[50-60)	1	82	0	17	2	0	0	Missing	Diabetes	Other	Other	no	normal	no	no	yes
[70-80)	1	27	0	11	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	3	67	0	22	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Respiratory	no	no	no	no	no
[40-50)	5	31	1	38	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	4	58	0	15	6	4	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	3	44	1	14	0	0	0	Other	Other	Respiratory	Other	no	no	yes	yes	no
[50-60)	4	51	1	19	0	0	0	Missing	Digestive	Circulatory	Digestive	no	no	yes	yes	no
[50-60)	2	53	1	16	0	0	1	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[60-70)	3	72	1	17	0	4	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	1	16	2	19	0	0	0	Surgery	Musculoskeletal	Diabetes	Other	no	high	yes	yes	no
[40-50)	1	57	3	12	0	0	0	Family/GeneralPractice	Digestive	Respiratory	Diabetes	no	no	no	yes	no
[60-70)	4	57	1	21	0	0	0	Other	Respiratory	Respiratory	Other	no	no	no	yes	no
[70-80)	4	31	0	10	0	2	0	InternalMedicine	Digestive	Diabetes	Digestive	no	no	no	yes	no
[50-60)	8	73	2	19	0	0	0	Family/GeneralPractice	Musculoskeletal	Diabetes	Other	no	high	yes	yes	yes
[80-90)	8	57	2	38	0	1	0	Other	Musculoskeletal	Circulatory	Other	no	no	yes	yes	yes
[80-90)	6	39	0	13	0	3	0	InternalMedicine	Respiratory	Respiratory	Diabetes	no	no	no	yes	yes
[70-80)	12	50	0	21	0	1	0	Other	Other	Other	Other	no	no	yes	yes	yes
[60-70)	4	28	1	13	0	0	1	Missing	Other	Respiratory	Other	no	no	no	no	no
[60-70)	3	4	2	30	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[70-80)	1	38	1	22	0	0	0	Surgery	Digestive	Injury	Circulatory	no	no	yes	yes	no
[70-80)	3	60	0	12	3	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	1	3	0	7	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	1	39	0	11	0	0	0	Missing	Diabetes	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	12	56	4	24	0	0	0	InternalMedicine	Circulatory	Circulatory	Respiratory	no	normal	no	yes	no
[60-70)	3	1	0	14	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[80-90)	1	37	0	9	0	2	1	InternalMedicine	Digestive	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	2	52	0	16	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes