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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
[80-90)	3	35	0	16	0	1	2	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[40-50)	3	31	0	10	1	1	0	Family/GeneralPractice	Injury	Diabetes	Other	no	no	yes	yes	yes
[80-90)	10	43	1	3	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[70-80)	7	53	2	32	0	4	0	Missing	Injury	Other	Circulatory	no	no	no	yes	no
[60-70)	2	16	0	11	1	0	0	Missing	Other	Respiratory	Circulatory	normal	no	no	yes	no
[80-90)	4	37	0	11	0	0	0	Family/GeneralPractice	Digestive	Respiratory	Diabetes	no	no	no	yes	no
[40-50)	3	34	1	15	0	0	0	InternalMedicine	Musculoskeletal	Diabetes	Other	no	normal	yes	yes	no
[80-90)	2	35	0	15	0	0	0	Missing	Respiratory	Other	Injury	no	no	no	yes	yes
[50-60)	5	20	1	38	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[60-70)	4	53	0	15	0	0	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	high	no	yes	no
[70-80)	2	8	1	14	0	0	0	Other	Other	Other	Respiratory	no	no	no	yes	no
[50-60)	13	50	4	38	0	0	0	InternalMedicine	Circulatory	Circulatory	Injury	no	no	no	yes	yes
[80-90)	5	43	2	19	0	1	1	Missing	Other	Other	Circulatory	no	no	no	no	yes
[70-80)	4	52	1	14	0	3	0	Missing	Other	Other	Respiratory	no	no	yes	yes	no
[40-50)	4	66	0	17	0	0	0	Cardiology	Digestive	Diabetes	Other	no	no	no	yes	no
[60-70)	2	46	1	16	0	0	0	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	no
[60-70)	5	44	0	10	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[40-50)	2	7	3	23	0	0	0	Missing	Other	Digestive	Other	no	no	yes	yes	no
[50-60)	5	53	1	26	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	high	yes	yes	no
[80-90)	4	1	0	2	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[80-90)	5	76	0	17	0	4	0	Missing	Circulatory	Other	Other	no	no	no	yes	yes
[80-90)	3	42	0	13	0	1	1	Missing	Other	Other	Diabetes	no	no	yes	yes	yes
[60-70)	2	26	0	13	0	2	0	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	2	40	1	19	1	0	0	InternalMedicine	Digestive	Diabetes	Missing	no	no	no	yes	no
[40-50)	9	43	4	23	0	5	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[60-70)	3	49	5	14	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	5	43	0	8	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	5	44	1	8	2	7	0	Missing	Digestive	Other	Digestive	no	no	no	no	yes
[50-60)	2	39	0	20	0	9	2	InternalMedicine	Digestive	Digestive	Circulatory	no	no	no	yes	yes
[80-90)	1	35	0	17	0	1	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[80-90)	1	9	0	10	0	0	0	Missing	Other	Digestive	Other	no	no	no	yes	yes
[70-80)	6	36	1	14	0	0	0	InternalMedicine	Injury	Other	Injury	no	no	yes	yes	no
[80-90)	3	70	0	13	2	0	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	no	no
[70-80)	1	28	0	4	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	10	26	1	27	0	0	0	Missing	Diabetes	Other	Other	high	no	yes	yes	yes
[90-100)	11	51	1	12	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	no	no	no
[50-60)	5	50	2	27	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	5	45	3	14	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[90-100)	2	63	0	9	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	4	57	0	15	0	0	0	InternalMedicine	Other	Circulatory	Other	no	normal	no	yes	no
[70-80)	4	53	3	18	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	7	10	0	10	0	2	1	Other	Other	Circulatory	Other	no	no	no	no	no
[60-70)	2	40	0	22	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	5	48	1	9	0	0	0	Missing	Other	Other	Missing	no	high	yes	yes	no
[60-70)	1	60	0	9	0	0	0	Emergency/Trauma	Digestive	Other	Diabetes	no	no	yes	yes	yes
[60-70)	7	49	1	15	0	2	0	Missing	Other	Circulatory	Other	no	no	no	no	no
[70-80)	2	47	0	20	0	2	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	3	55	0	10	2	2	0	Missing	Digestive	Missing	Other	no	no	yes	yes	yes
[80-90)	2	23	0	12	1	1	0	Surgery	Digestive	Other	Circulatory	high	no	no	yes	yes
[70-80)	2	51	0	16	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	3	37	0	8	0	1	0	Missing	Circulatory	Circulatory	Injury	no	no	yes	yes	yes
[80-90)	5	51	0	19	0	1	0	InternalMedicine	Digestive	Other	Other	no	normal	yes	yes	no
[70-80)	4	20	1	16	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	2	4	1	14	1	1	0	Missing	Other	Diabetes	Other	no	no	yes	yes	yes
[80-90)	3	22	2	15	0	1	0	Missing	Other	Respiratory	Other	no	no	no	yes	no
[80-90)	3	66	0	8	0	0	0	Family/GeneralPractice	Circulatory	Other	Diabetes	no	high	yes	yes	yes
[50-60)	1	4	0	2	0	0	0	Missing	Circulatory	Other	Other	no	no	no	no	no
[50-60)	6	32	0	20	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	1	8	0	8	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	4	52	0	11	1	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[80-90)	1	44	3	5	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	3	3	1	7	0	0	0	Emergency/Trauma	Circulatory	Other	Other	no	high	yes	yes	yes
[80-90)	3	60	1	17	0	0	0	Emergency/Trauma	Other	Circulatory	Other	no	normal	yes	yes	yes
[80-90)	3	52	2	13	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	yes
[70-80)	3	60	1	10	0	0	0	Missing	Respiratory	Other	Circulatory	no	no	no	no	no
[40-50)	4	22	1	33	0	2	0	Missing	Respiratory	Respiratory	Respiratory	high	no	yes	yes	yes
[90-100)	6	9	0	10	0	1	0	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[50-60)	4	33	1	6	0	0	0	Other	Injury	Diabetes	Other	no	no	yes	yes	no
[80-90)	4	64	0	17	0	0	1	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[60-70)	2	3	1	24	0	0	0	Missing	Musculoskeletal	Respiratory	Diabetes	no	no	yes	yes	no
[80-90)	2	56	0	15	1	0	0	Missing	Digestive	Other	Circulatory	no	normal	no	yes	yes
[80-90)	14	53	0	13	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[50-60)	2	57	0	16	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	no	no
[60-70)	6	35	1	18	5	0	0	Surgery	Diabetes	Other	Other	no	high	yes	yes	yes
[70-80)	11	60	1	12	0	3	0	Emergency/Trauma	Other	Other	Circulatory	no	no	yes	yes	no
[40-50)	3	9	3	13	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[40-50)	4	91	1	17	0	1	0	Missing	Circulatory	Other	Diabetes	no	high	yes	yes	no
[60-70)	3	57	6	20	0	2	0	Emergency/Trauma	Other	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	2	59	0	11	0	0	0	Missing	Digestive	Other	Respiratory	no	normal	no	no	no
[70-80)	4	68	0	28	0	1	0	Emergency/Trauma	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[70-80)	4	34	0	14	0	1	0	Emergency/Trauma	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	3	50	0	13	2	1	0	Missing	Digestive	Circulatory	Other	no	no	no	no	yes
[80-90)	11	1	2	8	0	1	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	yes
[70-80)	5	74	1	17	0	1	1	Missing	Respiratory	Other	Other	no	no	no	yes	no
[80-90)	14	57	3	10	0	0	0	Other	Other	Other	Diabetes	no	no	yes	yes	no
[60-70)	6	47	3	56	0	1	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	10	20	0	17	0	2	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	4	16	0	16	0	0	0	Emergency/Trauma	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	3	28	1	16	4	0	0	Missing	Injury	Other	Circulatory	no	no	yes	yes	yes
[90-100)	8	43	0	12	0	1	0	Missing	Circulatory	Circulatory	Other	no	high	no	no	yes
[70-80)	8	50	1	26	0	2	1	InternalMedicine	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[50-60)	1	51	1	13	0	0	0	Missing	Digestive	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	3	49	3	14	0	0	0	Other	Musculoskeletal	Other	Circulatory	no	high	no	yes	no
[80-90)	10	39	1	17	0	1	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[40-50)	2	55	0	9	0	0	0	Missing	Respiratory	Circulatory	Other	no	high	no	no	no
[50-60)	7	50	0	14	0	1	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	yes	yes	no
[60-70)	2	46	1	23	1	0	0	Other	Other	Circulatory	Other	no	no	no	yes	yes
[70-80)	2	17	1	19	0	0	0	Missing	Other	Diabetes	Other	no	no	no	yes	yes
[80-90)	4	76	0	19	0	0	0	Missing	Circulatory	Respiratory	Respiratory	no	normal	no	yes	no
[70-80)	3	73	2	17	0	1	0	Other	Circulatory	Respiratory	Respiratory	no	no	no	no	no