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
[60-70)	1	22	5	18	0	0	0	Other	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[60-70)	8	64	2	23	1	3	0	Missing	Other	Other	Other	no	no	no	no	yes
[70-80)	3	57	5	17	0	1	0	Missing	Digestive	Other	Circulatory	no	no	no	yes	no
[70-80)	11	10	2	15	0	0	0	Missing	Diabetes	Other	Circulatory	no	no	yes	yes	no
[80-90)	4	58	0	21	6	1	1	Missing	Other	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	3	62	1	14	1	1	0	Missing	Diabetes	Other	Circulatory	no	high	yes	yes	no
[70-80)	1	57	0	12	0	0	0	InternalMedicine	Circulatory	Diabetes	Other	no	no	no	no	no
[60-70)	3	39	1	18	0	0	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	2	39	0	7	0	0	0	InternalMedicine	Digestive	Other	Circulatory	no	no	no	no	no
[70-80)	3	60	0	17	0	1	1	Emergency/Trauma	Diabetes	Circulatory	Circulatory	no	normal	yes	yes	no
[50-60)	2	30	0	13	3	1	2	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[80-90)	4	25	1	17	2	3	2	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[40-50)	1	33	0	9	0	2	0	InternalMedicine	Other	Diabetes	Other	no	no	no	no	yes
[70-80)	8	41	2	28	0	0	0	Cardiology	Injury	Other	Circulatory	no	no	yes	yes	no
[50-60)	1	37	4	13	0	1	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	3	59	0	11	0	0	0	Missing	Other	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	3	66	4	16	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	high	yes	yes	no
[40-50)	2	7	4	15	4	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	no
[40-50)	10	67	1	27	0	3	1	Surgery	Respiratory	Circulatory	Respiratory	no	no	yes	yes	yes
[70-80)	1	36	0	10	0	1	1	InternalMedicine	Diabetes	Other	Circulatory	no	no	no	no	yes
[60-70)	6	56	0	31	0	2	1	Emergency/Trauma	Other	Other	Circulatory	no	high	yes	yes	yes
[70-80)	5	40	0	20	0	3	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	3	63	1	15	2	3	0	Missing	Digestive	Circulatory	Other	no	no	yes	yes	yes
[80-90)	8	57	0	11	1	1	0	Missing	Other	Diabetes	Injury	no	no	yes	yes	yes
[70-80)	2	62	0	21	0	0	0	Cardiology	Respiratory	Respiratory	Respiratory	no	high	no	yes	yes
[60-70)	2	44	0	15	0	1	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	yes
[60-70)	8	76	6	27	0	0	0	Family/GeneralPractice	Other	Other	Diabetes	no	normal	no	no	yes
[70-80)	3	44	5	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	3	58	0	12	1	2	1	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	5	37	0	20	0	1	0	Missing	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[40-50)	6	59	1	28	0	0	0	Missing	Other	Other	Respiratory	no	high	yes	yes	no
[60-70)	4	53	2	21	0	0	0	Missing	Circulatory	Circulatory	Circulatory	normal	normal	no	no	no
[80-90)	4	54	0	15	2	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[40-50)	2	43	0	7	0	1	0	Missing	Circulatory	Other	Diabetes	no	no	yes	yes	no
[40-50)	5	41	1	10	0	0	1	Emergency/Trauma	Circulatory	Diabetes	Other	no	no	yes	yes	no
[40-50)	6	46	2	17	0	2	0	Other	Respiratory	Circulatory	Respiratory	no	no	no	no	yes
[80-90)	4	12	4	15	0	0	0	Cardiology	Circulatory	Respiratory	Circulatory	normal	no	no	yes	no
[70-80)	9	59	0	10	0	1	0	Missing	Other	Injury	Other	no	no	no	no	no
[80-90)	3	35	0	11	1	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	5	39	0	15	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	no
[80-90)	4	48	1	11	0	4	3	Emergency/Trauma	Other	Other	Circulatory	no	normal	no	yes	yes
[70-80)	12	71	6	42	0	0	0	Missing	Circulatory	Circulatory	Injury	no	no	no	yes	yes
[50-60)	2	63	0	10	3	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[70-80)	6	43	2	15	0	0	0	Other	Other	Other	Other	no	no	no	no	yes
[50-60)	6	28	0	13	1	0	0	Missing	Other	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	4	39	0	22	1	1	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[50-60)	3	50	5	10	0	1	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[40-50)	2	26	0	12	0	2	1	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	2	67	1	21	6	1	2	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	11	46	0	24	0	1	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	yes	yes	no
[50-60)	5	62	0	11	0	0	0	Surgery	Diabetes	Other	Other	no	no	yes	yes	yes
[60-70)	3	39	0	11	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Diabetes	no	no	no	yes	no
[70-80)	8	40	0	7	0	1	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[40-50)	4	57	0	16	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[80-90)	3	14	1	21	1	0	0	Surgery	Musculoskeletal	Circulatory	Musculoskeletal	no	no	yes	yes	yes
[80-90)	1	43	0	10	1	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	normal	no	no	no
[80-90)	6	60	2	21	1	0	0	Missing	Circulatory	Circulatory	Other	no	high	no	yes	no
[70-80)	7	63	0	19	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	high	yes	yes	yes
[70-80)	4	1	0	17	0	0	0	InternalMedicine	Other	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	6	53	0	22	0	1	0	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[80-90)	3	36	0	7	0	0	0	Missing	Other	Other	Other	no	no	no	no	no
[40-50)	1	10	0	9	1	0	0	Emergency/Trauma	Diabetes	Other	Other	no	high	yes	yes	yes
[70-80)	13	27	0	12	0	1	1	Missing	Other	Digestive	Other	no	no	yes	yes	yes
[70-80)	14	66	3	25	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	3	29	0	12	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	normal	no	yes	no
[40-50)	2	62	1	13	0	0	0	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[60-70)	6	58	0	14	0	0	0	Missing	Diabetes	Other	Other	no	no	no	yes	no
[70-80)	3	32	3	15	2	2	0	Missing	Injury	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	7	67	1	28	0	1	0	Family/GeneralPractice	Injury	Other	Other	no	high	yes	yes	yes
[40-50)	10	23	2	19	1	7	0	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	4	63	3	23	0	0	0	Family/GeneralPractice	Other	Digestive	Digestive	no	no	no	yes	yes
[80-90)	3	49	0	14	0	0	0	Emergency/Trauma	Other	Circulatory	Other	no	normal	yes	yes	no
[80-90)	2	52	1	20	0	2	1	Other	Circulatory	Respiratory	Injury	no	no	yes	yes	no
[60-70)	1	27	2	20	0	0	0	Surgery	Injury	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	5	46	0	11	0	0	0	Missing	Digestive	Circulatory	Other	no	no	no	yes	no
[50-60)	1	38	0	16	0	5	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[50-60)	2	44	1	11	0	0	0	InternalMedicine	Diabetes	Other	Other	no	high	yes	yes	yes
[60-70)	1	52	0	14	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	2	32	0	23	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[70-80)	1	1	2	7	0	0	0	Other	Digestive	Circulatory	Other	no	no	no	yes	no
[60-70)	7	64	1	21	1	0	0	Missing	Other	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	5	68	0	12	0	0	0	Missing	Circulatory	Diabetes	Other	no	no	no	yes	yes
[60-70)	6	45	0	1	0	0	0	Missing	Other	Other	Respiratory	no	no	no	yes	no
[40-50)	4	85	3	12	5	0	0	InternalMedicine	Diabetes	Other	Other	no	high	no	yes	no
[70-80)	6	59	2	22	0	3	0	Emergency/Trauma	Digestive	Digestive	Circulatory	no	no	no	no	no
[40-50)	8	55	2	19	0	0	0	Surgery	Circulatory	Other	Circulatory	no	no	no	no	no
[60-70)	2	43	1	26	2	1	0	Missing	Digestive	Circulatory	Diabetes	no	no	yes	yes	no
[60-70)	6	45	3	12	0	0	0	Other	Other	Circulatory	Other	no	no	no	no	yes
[70-80)	3	39	2	19	0	0	0	Missing	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	8	39	0	17	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[50-60)	2	55	0	13	1	1	0	Missing	Circulatory	Circulatory	Circulatory	high	no	no	no	yes
[40-50)	6	34	0	12	0	0	0	Emergency/Trauma	Digestive	Other	Diabetes	no	no	no	no	no
[80-90)	3	70	0	18	0	2	0	Missing	Other	Circulatory	Injury	no	no	yes	yes	no
[70-80)	3	51	1	19	2	2	0	Missing	Digestive	Other	Diabetes	no	no	no	no	yes
[60-70)	4	50	3	15	0	0	0	Cardiology	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	1	47	0	11	3	1	5	Missing	Diabetes	Other	Other	no	normal	yes	yes	yes
[80-90)	2	37	0	12	0	2	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[50-60)	2	58	0	14	1	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	yes	no
[70-80)	4	41	1	20	0	0	0	Other	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	14	41	3	28	1	1	0	Missing	Circulatory	Other	Circulatory	no	no	yes	yes	no

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