Split (1)

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)	5	39	0	20	0	0	0	Missing	Respiratory	Respiratory	Diabetes	no	no	yes	yes	yes
[70-80)	5	23	2	32	0	0	0	Other	Injury	Other	Diabetes	no	no	no	yes	yes
[60-70)	1	78	0	8	0	1	0	Cardiology	Other	Other	Circulatory	no	no	yes	yes	yes
[70-80)	6	62	1	13	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[70-80)	2	35	0	14	0	0	0	InternalMedicine	Digestive	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	4	48	0	24	2	3	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	yes
[70-80)	2	55	0	13	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	yes
[70-80)	2	77	0	17	0	0	0	Family/GeneralPractice	Circulatory	Other	Digestive	no	high	no	yes	no
[60-70)	2	40	2	6	0	1	0	Emergency/Trauma	Digestive	Other	Circulatory	no	no	no	yes	yes
[60-70)	4	61	0	9	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	10	60	2	26	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	yes
[70-80)	5	27	2	11	0	0	0	Other	Diabetes	Circulatory	Other	no	no	no	no	yes
[80-90)	6	51	2	18	0	0	0	Other	Digestive	Respiratory	Circulatory	no	no	yes	yes	no
[80-90)	6	66	1	16	0	0	0	Missing	Other	Other	Digestive	no	no	no	no	yes
[60-70)	2	41	1	13	1	4	0	Missing	Circulatory	Other	Other	no	normal	yes	yes	yes
[60-70)	3	24	1	15	0	0	0	Missing	Injury	Digestive	Injury	no	no	no	no	yes
[60-70)	7	78	5	60	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	no
[70-80)	5	14	0	1	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	no	no
[60-70)	9	27	0	24	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	4	53	0	11	2	0	0	Other	Digestive	Diabetes	Other	no	normal	no	yes	no
[60-70)	5	67	0	19	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	9	68	2	17	0	2	0	Missing	Other	Respiratory	Circulatory	normal	normal	yes	yes	yes
[70-80)	9	83	5	26	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[50-60)	10	45	1	23	0	2	0	Emergency/Trauma	Circulatory	Other	Other	no	no	yes	yes	no
[40-50)	2	1	2	7	0	0	0	Family/GeneralPractice	Other	Diabetes	Circulatory	no	no	no	yes	yes
[80-90)	4	1	1	7	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[70-80)	3	22	3	25	0	0	0	Other	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	yes
[50-60)	7	63	1	29	2	1	0	Emergency/Trauma	Other	Respiratory	Circulatory	no	normal	yes	yes	no
[90-100)	4	9	1	16	0	1	0	InternalMedicine	Circulatory	Other	Diabetes	no	no	no	yes	no
[50-60)	5	33	1	6	0	0	0	Family/GeneralPractice	Diabetes	Circulatory	Other	no	no	no	yes	no
[40-50)	7	75	2	25	0	1	1	InternalMedicine	Digestive	Other	Other	no	no	no	no	yes
[70-80)	3	52	0	13	0	0	0	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[50-60)	2	50	0	10	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	3	44	5	8	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	2	26	0	16	5	0	0	Missing	Respiratory	Circulatory	Respiratory	high	no	yes	yes	yes
[90-100)	3	69	0	17	0	1	4	Family/GeneralPractice	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[90-100)	8	81	1	18	0	0	2	Missing	Other	Other	Circulatory	no	no	no	no	yes
[80-90)	4	44	0	8	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	yes
[50-60)	10	47	2	26	0	0	0	Missing	Other	Other	Diabetes	no	no	yes	yes	no
[80-90)	5	52	0	16	2	1	2	Missing	Circulatory	Respiratory	Respiratory	no	no	no	no	no
[70-80)	4	52	0	23	0	0	0	Missing	Respiratory	Respiratory	Respiratory	no	normal	no	no	yes
[80-90)	9	81	2	25	0	3	0	InternalMedicine	Respiratory	Circulatory	Respiratory	no	no	no	yes	yes
[90-100)	7	76	0	29	0	3	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	3	17	0	11	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	normal	no	yes	yes	no
[60-70)	3	39	1	28	0	0	0	Missing	Musculoskeletal	Respiratory	Other	no	no	no	no	no
[70-80)	4	56	6	16	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	high	yes	yes	no
[80-90)	6	30	3	10	0	0	0	Missing	Injury	Other	Injury	no	no	no	no	yes
[80-90)	2	25	0	13	2	0	0	Cardiology	Other	Circulatory	Circulatory	high	no	no	no	no
[60-70)	4	68	5	15	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	3	60	1	18	0	1	0	Emergency/Trauma	Other	Other	Other	no	no	no	yes	no
[80-90)	8	16	1	20	0	0	0	Missing	Other	Other	Other	high	no	no	yes	no
[60-70)	4	73	1	18	3	0	1	Missing	Other	Other	Circulatory	no	no	yes	yes	no
[80-90)	4	83	1	18	0	0	0	InternalMedicine	Digestive	Respiratory	Circulatory	no	normal	no	no	yes
[70-80)	2	36	1	23	0	0	0	Surgery	Musculoskeletal	Other	Circulatory	no	no	no	yes	yes
[70-80)	2	58	0	7	0	0	0	Missing	Other	Other	Respiratory	no	no	no	yes	no
[80-90)	2	28	0	11	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Other	no	no	no	no	yes
[80-90)	14	92	1	23	0	1	0	Missing	Other	Other	Respiratory	no	no	no	no	no
[60-70)	3	35	0	11	0	0	0	Missing	Other	Diabetes	Circulatory	no	no	no	yes	no
[80-90)	12	53	2	13	0	0	0	InternalMedicine	Respiratory	Respiratory	Respiratory	no	no	no	no	no
[70-80)	1	18	0	8	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	high	no	no	yes	no
[70-80)	4	46	1	12	0	1	0	Family/GeneralPractice	Digestive	Respiratory	Circulatory	no	no	no	yes	yes
[40-50)	2	29	0	9	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	5	78	2	13	1	0	0	Missing	Digestive	Other	Other	no	normal	yes	yes	no
[80-90)	9	67	1	22	0	0	0	Missing	Circulatory	Other	Digestive	no	high	yes	yes	yes
[60-70)	3	54	2	7	0	0	0	InternalMedicine	Other	Other	Diabetes	no	high	no	yes	no
[50-60)	1	32	1	15	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	8	54	2	34	2	2	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	2	44	1	3	0	2	0	InternalMedicine	Digestive	Other	Other	no	no	no	yes	yes
[70-80)	12	53	0	21	0	4	0	Missing	Digestive	Circulatory	Other	no	high	no	yes	yes
[50-60)	1	42	3	12	0	0	0	InternalMedicine	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	5	58	0	13	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	high	no	yes	no
[60-70)	4	49	4	28	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	yes	yes	no
[80-90)	9	38	0	15	0	1	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	1	74	6	22	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	12	31	2	12	0	1	0	InternalMedicine	Other	Other	Circulatory	normal	no	yes	yes	yes
[80-90)	11	85	2	30	0	0	0	Missing	Digestive	Other	Injury	no	no	yes	yes	no
[40-50)	2	35	0	9	0	0	1	InternalMedicine	Injury	Other	Circulatory	no	no	no	yes	yes
[80-90)	3	37	0	10	0	0	0	Missing	Other	Injury	Respiratory	no	no	yes	yes	no
[40-50)	4	34	1	9	0	0	0	Missing	Other	Diabetes	Other	no	no	no	yes	yes
[70-80)	1	63	0	9	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	no	no	yes
[80-90)	8	77	1	17	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	no
[60-70)	1	6	0	8	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	2	69	0	22	0	0	0	Cardiology	Other	Digestive	Other	no	no	no	no	no
[80-90)	5	33	0	13	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	1	27	0	20	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[70-80)	7	9	0	13	0	0	0	InternalMedicine	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[40-50)	2	39	3	8	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	8	1	2	18	0	1	0	Cardiology	Other	Other	Circulatory	no	no	no	no	yes
[60-70)	3	51	0	21	3	1	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[90-100)	5	68	1	26	7	2	0	InternalMedicine	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	4	53	0	21	0	0	0	Missing	Other	Other	Digestive	no	no	no	yes	no
[70-80)	4	63	0	11	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	5	77	3	32	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	high	yes	yes	no
[80-90)	5	17	1	21	1	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	yes	yes	yes
[80-90)	3	36	0	19	0	2	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[60-70)	2	25	0	16	0	1	0	Family/GeneralPractice	Diabetes	Circulatory	Musculoskeletal	high	no	yes	yes	no
[60-70)	2	32	6	20	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	1	19	0	9	2	0	0	Family/GeneralPractice	Digestive	Circulatory	Circulatory	normal	no	no	yes	no
[60-70)	8	62	0	19	1	0	0	Missing	Respiratory	Respiratory	Digestive	no	no	yes	yes	no
[60-70)	10	15	1	22	0	1	0	Other	Other	Digestive	Other	normal	no	no	yes	no

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