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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)	3	41	1	15	0	0	3	Missing	Other	Other	Other	no	no	yes	yes	yes
[50-60)	3	5	1	34	0	0	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	1	35	1	9	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	normal	no	no	no
[70-80)	1	31	0	20	0	0	0	Missing	Diabetes	Other	Circulatory	no	normal	no	no	yes
[60-70)	13	46	2	23	1	0	0	Cardiology	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	2	54	0	10	0	1	1	Family/GeneralPractice	Other	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	2	30	2	17	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	4	61	0	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	normal	no	no	yes
[70-80)	3	53	0	21	2	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	13	53	3	37	0	1	0	Other	Respiratory	Other	Other	no	no	yes	yes	no
[80-90)	7	28	2	10	0	0	0	Surgery	Other	Digestive	Circulatory	no	no	no	yes	no
[60-70)	5	65	3	26	0	1	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	yes
[70-80)	7	43	0	21	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	4	61	1	14	10	4	0	Missing	Injury	Diabetes	Circulatory	no	no	no	no	yes
[60-70)	3	45	3	15	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	14	29	1	24	0	3	0	Other	Other	Circulatory	Other	no	high	yes	yes	yes
[90-100)	1	26	0	5	0	0	0	Missing	Diabetes	Other	Circulatory	normal	no	no	no	yes
[70-80)	3	49	1	24	0	0	0	Missing	Musculoskeletal	Other	Other	no	no	yes	yes	yes
[60-70)	4	13	0	13	0	4	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	13	46	4	22	0	0	1	Missing	Circulatory	Other	Diabetes	no	normal	yes	yes	no
[50-60)	2	31	1	19	1	2	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	yes
[50-60)	2	22	0	10	0	0	0	Family/GeneralPractice	Respiratory	Other	Diabetes	no	no	no	no	no
[50-60)	4	39	0	20	1	1	0	Missing	Circulatory	Diabetes	Respiratory	no	no	no	yes	yes
[40-50)	1	38	0	4	1	0	0	Missing	Digestive	Diabetes	Other	no	no	no	no	yes
[70-80)	1	51	0	13	0	0	0	Missing	Circulatory	Injury	Other	no	no	no	yes	no
[60-70)	3	46	0	13	0	0	0	InternalMedicine	Circulatory	Other	Diabetes	no	high	yes	yes	no
[80-90)	14	83	6	27	0	1	1	InternalMedicine	Injury	Respiratory	Other	no	no	no	yes	no
[40-50)	6	31	1	9	0	0	0	Other	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	3	14	0	9	3	1	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	no
[50-60)	2	47	1	15	0	0	0	Missing	Circulatory	Digestive	Diabetes	no	no	no	yes	yes
[70-80)	6	25	1	5	0	0	0	Family/GeneralPractice	Other	Respiratory	Respiratory	no	no	no	yes	no
[60-70)	4	59	5	17	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	high	no	yes	yes
[60-70)	5	33	3	12	1	0	0	Other	Diabetes	Circulatory	Circulatory	no	no	no	no	no
[70-80)	6	66	0	17	0	5	1	Missing	Circulatory	Circulatory	Circulatory	no	normal	no	yes	yes
[70-80)	6	41	0	28	0	0	0	Other	Other	Other	Circulatory	no	no	yes	yes	yes
[60-70)	3	39	1	8	0	0	0	Other	Other	Other	Other	no	no	no	no	yes
[50-60)	4	42	1	12	0	1	0	InternalMedicine	Musculoskeletal	Circulatory	Other	no	no	no	no	no
[90-100)	3	50	0	11	0	1	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[90-100)	10	40	2	7	0	1	0	Surgery	Circulatory	Other	Other	no	no	no	yes	no
[60-70)	10	71	6	27	1	0	0	Missing	Diabetes	Musculoskeletal	Other	no	no	yes	yes	no
[70-80)	12	63	6	34	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[50-60)	3	43	1	21	0	0	0	Missing	Injury	Circulatory	Other	no	no	no	no	no
[70-80)	8	60	4	12	0	1	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	no	no	no
[60-70)	3	9	2	14	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	7	50	0	11	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[70-80)	7	61	0	21	0	8	1	Missing	Respiratory	Digestive	Diabetes	no	no	yes	yes	yes
[70-80)	2	54	4	18	0	0	0	Cardiology	Respiratory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	9	78	3	32	0	0	0	Missing	Circulatory	Circulatory	Other	no	high	yes	yes	no
[70-80)	2	36	2	8	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[90-100)	3	73	0	8	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	4	20	2	22	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[60-70)	13	47	2	26	0	0	0	Missing	Other	Musculoskeletal	Other	no	normal	yes	yes	no
[70-80)	11	56	1	19	0	0	0	InternalMedicine	Respiratory	Other	Injury	no	high	yes	yes	no
[90-100)	8	16	2	9	0	1	0	Family/GeneralPractice	Other	Injury	Other	no	no	yes	yes	no
[50-60)	3	1	2	1	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	3	29	3	13	1	0	1	Other	Digestive	Circulatory	Other	no	no	no	yes	no
[50-60)	5	55	1	12	0	1	1	Other	Other	Other	Other	no	no	no	yes	yes
[50-60)	2	14	3	9	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	8	60	1	16	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	no
[60-70)	5	57	2	13	0	2	0	Surgery	Injury	Other	Other	no	no	yes	yes	no
[70-80)	1	68	0	6	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	no	yes	no
[70-80)	3	23	1	20	1	0	0	Other	Injury	Other	Other	high	no	no	no	no
[80-90)	2	45	0	12	0	4	2	Family/GeneralPractice	Other	Other	Respiratory	no	no	yes	yes	no
[50-60)	6	62	1	24	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	high	no	yes	yes
[80-90)	6	46	1	8	0	0	0	Missing	Injury	Other	Other	no	no	no	no	no
[60-70)	2	27	1	6	1	1	4	Missing	Digestive	Digestive	Other	no	no	no	no	no
[50-60)	1	1	0	9	0	1	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	yes	no
[70-80)	1	19	2	12	0	0	1	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[40-50)	3	42	0	8	0	0	0	Other	Other	Musculoskeletal	Diabetes	no	normal	no	yes	no
[70-80)	4	50	0	14	0	0	0	InternalMedicine	Other	Circulatory	Respiratory	no	high	yes	yes	no
[60-70)	4	44	2	18	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	1	48	5	11	0	3	0	Cardiology	Circulatory	Diabetes	Circulatory	no	high	yes	yes	yes
[50-60)	1	2	0	7	4	0	0	Missing	Other	Other	Respiratory	no	no	no	no	yes
[80-90)	4	51	1	7	0	0	0	Emergency/Trauma	Digestive	Injury	Diabetes	no	no	yes	yes	no
[80-90)	4	43	1	24	0	0	1	Other	Injury	Diabetes	Other	no	no	yes	yes	no
[60-70)	8	55	3	32	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	3	52	0	14	3	3	3	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[80-90)	7	68	0	14	0	0	0	Emergency/Trauma	Circulatory	Other	Diabetes	no	normal	yes	yes	no
[50-60)	1	53	4	16	1	1	0	Cardiology	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	4	49	3	16	1	1	0	Missing	Circulatory	Respiratory	Respiratory	no	no	no	yes	yes
[70-80)	2	54	2	7	0	1	1	Emergency/Trauma	Injury	Other	Other	no	no	no	no	no
[60-70)	3	21	1	26	1	1	0	Missing	Other	Injury	Other	no	no	yes	yes	no
[60-70)	4	60	0	18	0	1	0	Family/GeneralPractice	Other	Respiratory	Other	no	high	yes	yes	no
[70-80)	2	37	6	7	0	0	0	Missing	Circulatory	Circulatory	Other	no	normal	no	yes	no
[60-70)	9	49	2	13	0	2	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[40-50)	4	47	1	11	1	1	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	8	47	0	12	0	1	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[60-70)	4	55	5	25	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	7	62	2	17	0	1	0	Other	Other	Other	Diabetes	no	normal	yes	yes	yes
[50-60)	3	61	4	19	0	0	0	Missing	Other	Respiratory	Other	no	no	no	yes	no
[70-80)	4	47	0	26	0	0	0	Missing	Other	Diabetes	Respiratory	no	high	yes	yes	no
[50-60)	1	53	0	10	0	0	0	Cardiology	Respiratory	Diabetes	Circulatory	no	no	no	no	yes
[50-60)	3	36	4	7	0	0	0	Missing	Other	Digestive	Diabetes	no	no	no	yes	no
[50-60)	2	17	1	19	1	0	1	Missing	Musculoskeletal	Diabetes	Circulatory	high	no	yes	yes	no
[60-70)	5	42	0	12	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	no	yes	yes
[90-100)	3	57	0	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	5	63	0	18	0	0	0	InternalMedicine	Other	Other	Respiratory	no	no	no	yes	no
[60-70)	9	61	2	24	2	2	1	Family/GeneralPractice	Digestive	Other	Diabetes	no	no	yes	yes	yes
[60-70)	3	41	5	31	0	1	0	Missing	Circulatory	Injury	Circulatory	no	no	no	yes	yes
[80-90)	9	44	4	13	0	3	0	InternalMedicine	Digestive	Digestive	Other	no	no	no	no	no