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
[70-80)	3	66	0	18	0	0	0	InternalMedicine	Other	Circulatory	Circulatory	no	high	no	yes	yes
[50-60)	1	9	6	13	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	2	47	0	15	0	1	0	Other	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[40-50)	4	75	1	9	0	0	0	InternalMedicine	Digestive	Digestive	Other	no	no	no	yes	no
[40-50)	1	10	1	7	3	0	0	Missing	Other	Digestive	Diabetes	no	no	yes	yes	no
[40-50)	5	34	0	18	0	0	0	Other	Other	Other	Diabetes	no	no	no	no	yes
[70-80)	6	24	3	13	0	2	0	Missing	Injury	Injury	Other	no	no	yes	yes	yes
[50-60)	6	54	0	10	1	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	high	no	yes	yes
[60-70)	1	31	3	10	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	3	1	2	15	1	0	0	Missing	Other	Digestive	Circulatory	no	no	yes	yes	no
[50-60)	1	26	2	22	1	0	0	Other	Musculoskeletal	Other	Circulatory	no	no	no	yes	no
[60-70)	12	57	3	30	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[50-60)	1	10	5	10	0	0	0	Cardiology	Circulatory	Diabetes	Other	no	no	no	yes	no
[50-60)	1	15	2	11	0	0	0	Surgery	Digestive	Other	Circulatory	high	no	yes	yes	no
[70-80)	2	50	1	12	0	3	0	Missing	Digestive	Other	Digestive	no	no	yes	yes	yes
[50-60)	2	27	4	11	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	2	37	0	12	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	no	yes
[60-70)	2	59	0	10	0	1	0	Missing	Other	Respiratory	Other	no	no	no	no	yes
[70-80)	3	67	1	20	2	2	0	Missing	Digestive	Circulatory	Diabetes	no	no	yes	yes	yes
[60-70)	4	45	6	25	0	1	1	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	1	19	0	17	0	0	1	Missing	Respiratory	Other	Circulatory	no	no	no	yes	yes
[80-90)	2	54	0	9	3	0	1	Missing	Digestive	Other	Other	no	high	no	no	yes
[70-80)	2	37	6	13	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	13	68	3	46	0	0	0	Surgery	Other	Circulatory	Diabetes	no	high	yes	yes	no
[40-50)	7	61	0	14	0	1	0	Missing	Other	Other	Other	no	high	yes	yes	yes
[60-70)	2	46	0	18	0	1	0	Cardiology	Circulatory	Other	Other	no	no	no	yes	yes
[80-90)	4	63	1	10	0	3	0	Missing	Other	Respiratory	Diabetes	no	high	yes	yes	yes
[60-70)	8	40	1	25	0	1	0	InternalMedicine	Injury	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	3	59	2	9	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	no
[70-80)	7	44	0	15	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	no	no
[50-60)	3	58	0	21	1	0	1	Missing	Circulatory	Other	Other	no	no	yes	yes	yes
[70-80)	9	33	0	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[50-60)	4	54	0	21	0	2	0	Missing	Other	Other	Digestive	no	no	yes	yes	no
[50-60)	1	32	1	27	0	0	0	Cardiology	Other	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	2	1	2	10	0	0	1	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	no
[70-80)	1	19	6	8	0	1	0	Other	Circulatory	Diabetes	Other	no	no	no	yes	yes
[70-80)	5	45	0	12	1	1	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	no	yes	yes
[60-70)	3	46	4	28	2	1	0	Missing	Injury	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	2	65	1	16	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	no	no	no
[50-60)	10	39	2	25	0	0	0	Other	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	12	72	6	26	0	0	0	Surgery	Circulatory	Other	Respiratory	no	no	yes	yes	no
[80-90)	3	44	0	20	2	1	1	Missing	Injury	Other	Respiratory	no	no	yes	yes	no
[50-60)	4	19	0	20	0	1	0	Missing	Respiratory	Other	Diabetes	normal	no	yes	yes	yes
[50-60)	8	43	1	28	1	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	yes
[40-50)	2	50	0	8	0	1	0	Surgery	Diabetes	Digestive	Other	no	no	yes	yes	no
[60-70)	2	49	0	21	0	0	1	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	no
[70-80)	6	32	0	21	0	12	3	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[50-60)	1	43	0	14	0	0	0	Missing	Other	Diabetes	Respiratory	no	no	yes	yes	no
[70-80)	10	53	5	36	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[70-80)	7	74	1	11	0	0	0	InternalMedicine	Other	Digestive	Digestive	no	no	yes	yes	no
[80-90)	7	78	2	21	0	0	2	Emergency/Trauma	Respiratory	Other	Other	no	no	no	yes	yes
[60-70)	13	67	2	38	6	1	1	Missing	Other	Circulatory	Other	no	high	yes	yes	yes
[80-90)	1	48	0	9	0	0	0	InternalMedicine	Other	Other	Digestive	no	no	no	no	yes
[70-80)	1	36	0	3	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	4	53	0	30	0	1	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	3	40	0	15	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Respiratory	no	no	no	no	yes
[70-80)	3	8	0	15	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	6	40	0	10	0	2	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	yes
[70-80)	5	16	0	11	2	0	0	Family/GeneralPractice	Other	Circulatory	Circulatory	normal	no	no	yes	no
[50-60)	1	37	0	12	1	2	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[40-50)	3	10	0	21	3	5	1	Missing	Diabetes	Respiratory	Circulatory	high	no	yes	yes	yes
[50-60)	6	46	5	32	5	0	0	Surgery	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[50-60)	5	59	0	10	0	1	0	Family/GeneralPractice	Circulatory	Diabetes	Diabetes	no	high	yes	yes	yes
[40-50)	8	59	3	22	0	2	0	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	high	no	no	yes
[90-100)	4	33	1	4	0	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[60-70)	4	66	1	21	0	0	0	Missing	Digestive	Other	Circulatory	no	no	yes	yes	yes
[50-60)	9	50	3	23	0	1	0	Other	Other	Other	Respiratory	no	no	yes	yes	yes
[60-70)	2	36	6	19	0	2	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	4	31	0	14	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[70-80)	3	54	0	11	0	0	0	Missing	Other	Diabetes	Other	no	high	yes	yes	yes
[60-70)	8	17	1	21	0	0	0	Surgery	Circulatory	Other	Respiratory	high	no	yes	yes	yes
[90-100)	1	38	0	3	0	2	0	InternalMedicine	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	no
[50-60)	2	48	3	6	0	0	0	Other	Other	Diabetes	Musculoskeletal	no	no	no	no	no
[70-80)	12	67	2	26	0	0	0	InternalMedicine	Injury	Circulatory	Other	no	high	no	yes	yes
[80-90)	8	64	1	28	6	0	0	Missing	Respiratory	Circulatory	Diabetes	no	high	no	no	yes
[40-50)	1	2	0	6	0	0	0	Emergency/Trauma	Other	Other	Diabetes	no	no	yes	yes	yes
[70-80)	9	65	0	28	0	0	0	Missing	Circulatory	Respiratory	Respiratory	no	high	yes	yes	no
[40-50)	3	60	0	7	0	0	0	InternalMedicine	Diabetes	Circulatory	Other	no	high	no	yes	yes
[40-50)	2	36	0	14	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	no
[70-80)	2	38	0	13	0	1	0	InternalMedicine	Musculoskeletal	Circulatory	Musculoskeletal	no	no	yes	yes	no
[40-50)	2	53	0	7	0	1	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[70-80)	3	55	0	11	1	0	0	Missing	Diabetes	Circulatory	Circulatory	no	normal	no	yes	yes
[60-70)	11	49	4	34	0	0	0	Missing	Diabetes	Respiratory	Other	no	no	yes	yes	no
[80-90)	5	61	0	22	0	0	0	Emergency/Trauma	Respiratory	Other	Respiratory	no	no	yes	yes	yes
[60-70)	6	75	1	26	0	1	0	Emergency/Trauma	Respiratory	Other	Injury	no	no	yes	yes	no
[90-100)	1	68	1	2	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	5	59	5	16	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	yes	yes	no
[80-90)	7	59	0	16	4	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	1	13	0	18	0	0	0	Missing	Circulatory	Digestive	Circulatory	no	no	no	no	no
[60-70)	14	45	3	25	3	3	0	Other	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	2	14	1	20	0	0	0	Missing	Injury	Other	Circulatory	no	no	no	yes	yes
[40-50)	8	37	1	17	5	5	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[50-60)	3	64	0	9	0	0	0	Other	Diabetes	Diabetes	Digestive	no	high	yes	yes	yes
[90-100)	1	35	0	11	0	0	0	Family/GeneralPractice	Other	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	3	38	1	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	5	47	0	6	0	0	0	InternalMedicine	Circulatory	Diabetes	Circulatory	no	no	no	yes	no
[40-50)	1	31	2	5	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	no	no	no
[50-60)	2	61	0	15	0	0	0	Missing	Respiratory	Other	Other	no	no	no	no	no
[70-80)	1	46	0	13	2	1	0	InternalMedicine	Circulatory	Other	Circulatory	no	normal	yes	yes	yes
[60-70)	1	11	2	8	0	0	0	Missing	Respiratory	Digestive	Circulatory	no	no	no	yes	no

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