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
[80-90)	5	58	0	14	1	1	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	high	yes	yes	yes
[70-80)	4	62	0	19	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	2	43	3	8	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	normal	no	yes	yes
[50-60)	3	10	5	21	0	0	0	Surgery	Musculoskeletal	Diabetes	Musculoskeletal	no	no	yes	yes	no
[40-50)	5	57	6	43	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	3	47	3	16	0	0	0	Missing	Other	Other	Diabetes	no	no	no	yes	no
[60-70)	4	71	1	15	0	2	0	Missing	Digestive	Other	Other	no	no	no	yes	yes
[80-90)	4	68	0	19	1	2	0	InternalMedicine	Other	Circulatory	Respiratory	no	no	yes	yes	yes
[50-60)	5	24	6	17	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	59	0	15	0	0	0	Emergency/Trauma	Circulatory	Other	Diabetes	no	no	no	yes	yes
[60-70)	3	26	2	14	1	0	0	Other	Injury	Injury	Diabetes	no	normal	yes	yes	yes
[40-50)	3	30	0	15	0	0	0	Cardiology	Circulatory	Circulatory	Respiratory	no	no	no	no	no
[80-90)	2	5	1	10	1	0	1	Other	Other	Other	Circulatory	no	no	no	no	yes
[50-60)	4	49	3	15	0	0	0	Surgery	Injury	Other	Other	no	normal	yes	yes	no
[80-90)	3	44	3	7	0	0	1	InternalMedicine	Injury	Injury	Diabetes	no	no	yes	yes	yes
[90-100)	4	12	1	15	0	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	high	no	no	no	yes
[70-80)	4	43	0	6	1	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[80-90)	6	54	0	18	0	2	0	Missing	Diabetes	Circulatory	Other	no	high	yes	yes	no
[70-80)	10	54	3	13	0	1	0	Missing	Injury	Diabetes	Other	no	no	no	no	no
[60-70)	6	57	1	21	2	1	0	Emergency/Trauma	Diabetes	Other	Circulatory	no	high	yes	yes	yes
[80-90)	10	47	3	28	2	3	1	Missing	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	1	41	0	12	0	0	0	InternalMedicine	Respiratory	Diabetes	Other	no	no	yes	yes	no
[70-80)	3	40	0	16	1	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	9	52	2	11	0	1	0	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	yes
[60-70)	3	18	1	2	0	0	0	Emergency/Trauma	Injury	Other	Diabetes	no	no	yes	yes	no
[40-50)	2	25	2	22	3	1	1	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	4	42	1	13	0	0	0	Missing	Injury	Other	Other	no	no	yes	yes	yes
[70-80)	6	21	1	16	0	0	0	Missing	Other	Other	Circulatory	no	no	no	yes	no
[60-70)	6	36	0	15	0	0	0	Missing	Respiratory	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	14	72	2	20	5	4	0	Missing	Respiratory	Other	Circulatory	no	high	yes	yes	yes
[50-60)	4	38	5	20	0	4	0	Other	Injury	Other	Circulatory	no	no	yes	yes	no
[50-60)	4	61	0	12	0	0	0	Missing	Other	Diabetes	Other	no	normal	yes	yes	yes
[70-80)	3	69	0	13	0	3	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	3	62	2	5	0	0	0	Family/GeneralPractice	Other	Other	Other	no	high	no	yes	yes
[70-80)	4	30	1	20	0	1	0	Family/GeneralPractice	Other	Circulatory	Digestive	no	no	yes	yes	no
[80-90)	4	9	0	8	0	0	0	Other	Other	Circulatory	Circulatory	no	no	no	no	no
[70-80)	10	58	0	13	0	1	0	Missing	Other	Other	Other	no	no	no	yes	no
[70-80)	5	42	0	17	0	0	1	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	4	30	1	13	0	0	0	Missing	Circulatory	Other	Other	no	high	no	yes	no
[60-70)	5	34	5	24	0	0	0	Surgery	Diabetes	Circulatory	Other	no	no	yes	yes	no
[80-90)	7	24	1	13	1	2	0	Other	Circulatory	Digestive	Circulatory	no	no	no	no	no
[60-70)	4	39	2	34	0	1	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	4	47	0	12	0	3	0	Missing	Circulatory	Circulatory	Digestive	no	no	no	no	yes
[80-90)	5	62	1	29	1	3	0	Missing	Injury	Circulatory	Other	no	no	yes	yes	yes
[60-70)	2	58	0	9	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[50-60)	1	32	6	19	0	1	0	Other	Circulatory	Diabetes	Circulatory	no	no	yes	yes	no
[40-50)	2	43	0	11	0	0	0	Missing	Other	Other	Diabetes	no	high	yes	yes	no
[60-70)	2	51	1	11	0	1	0	Other	Other	Circulatory	Other	no	no	no	no	yes
[60-70)	3	47	0	10	0	0	0	Missing	Digestive	Diabetes	Other	no	no	yes	yes	no
[70-80)	7	45	6	27	1	0	0	Missing	Other	Digestive	Diabetes	no	no	no	yes	yes
[80-90)	4	55	0	9	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	yes
[50-60)	3	38	1	10	0	0	0	Other	Digestive	Other	Other	no	no	no	no	no
[70-80)	1	35	1	3	0	0	0	Family/GeneralPractice	Respiratory	Diabetes	Circulatory	no	high	no	yes	no
[80-90)	1	37	2	7	0	0	0	InternalMedicine	Injury	Digestive	Digestive	no	no	no	no	no
[80-90)	14	63	4	23	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	no	no
[90-100)	1	49	6	22	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[40-50)	6	45	4	20	1	0	1	Missing	Injury	Musculoskeletal	Injury	no	no	no	yes	no
[60-70)	6	59	4	16	3	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	1	2	1	24	0	0	0	Other	Injury	Circulatory	Circulatory	no	no	no	no	no
[80-90)	10	2	0	14	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[70-80)	1	38	3	11	0	0	0	Emergency/Trauma	Circulatory	Other	Respiratory	no	no	no	no	no
[70-80)	4	28	2	8	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[90-100)	9	39	1	14	4	0	1	Missing	Digestive	Circulatory	Other	no	no	no	yes	yes
[60-70)	1	31	0	16	0	0	0	Missing	Digestive	Other	Circulatory	no	no	no	no	yes
[40-50)	2	40	1	10	0	1	0	Family/GeneralPractice	Digestive	Digestive	Digestive	no	high	no	no	yes
[40-50)	12	59	1	46	0	0	0	Missing	Injury	Other	Diabetes	no	no	yes	yes	yes
[70-80)	5	51	0	18	0	0	0	Other	Respiratory	Respiratory	Respiratory	no	high	yes	yes	no
[60-70)	6	10	0	13	0	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[50-60)	4	38	0	14	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	no
[70-80)	4	29	2	33	0	0	0	Surgery	Other	Circulatory	Circulatory	no	no	no	no	no
[80-90)	8	59	1	21	0	0	0	InternalMedicine	Circulatory	Circulatory	Other	no	no	no	yes	yes
[70-80)	1	29	0	9	1	2	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	5	22	1	18	0	0	0	Surgery	Circulatory	Other	Diabetes	no	no	yes	yes	no
[50-60)	2	34	1	9	0	0	0	Other	Musculoskeletal	Injury	Digestive	no	no	no	no	no
[70-80)	12	66	0	9	0	0	0	Emergency/Trauma	Injury	Injury	Diabetes	no	normal	no	no	no
[70-80)	4	52	0	11	0	0	0	InternalMedicine	Other	Other	Diabetes	no	high	no	yes	yes
[80-90)	11	39	0	7	0	0	0	Family/GeneralPractice	Other	Digestive	Diabetes	no	no	no	yes	no
[50-60)	2	19	2	11	0	0	0	Missing	Digestive	Digestive	Other	no	no	no	yes	no
[60-70)	3	49	3	19	0	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	no	no	no
[60-70)	7	31	1	24	0	0	0	Missing	Respiratory	Other	Other	no	normal	no	no	yes
[70-80)	2	13	6	21	0	0	0	Missing	Circulatory	Circulatory	Other	no	high	yes	yes	no
[70-80)	10	53	3	27	0	1	0	InternalMedicine	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[70-80)	3	3	0	7	1	0	0	Missing	Digestive	Other	Other	no	no	no	no	no
[50-60)	6	48	1	14	2	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	7	32	1	31	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[70-80)	2	42	0	10	0	0	0	Cardiology	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[70-80)	6	47	0	18	0	0	0	Missing	Circulatory	Other	Digestive	no	no	no	no	yes
[60-70)	4	30	1	8	0	0	0	Surgery	Digestive	Digestive	Other	no	no	no	no	no
[80-90)	2	55	1	13	0	0	0	Missing	Other	Digestive	Circulatory	no	no	no	no	no
[60-70)	3	22	1	27	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	yes	yes
[60-70)	2	40	2	10	1	6	0	Emergency/Trauma	Other	Circulatory	Other	no	no	no	yes	yes
[70-80)	7	43	1	14	0	1	0	InternalMedicine	Circulatory	Other	Other	no	no	no	no	no
[50-60)	4	46	0	7	0	0	0	Other	Other	Other	Other	no	high	no	yes	yes
[60-70)	3	43	3	13	1	0	0	Family/GeneralPractice	Circulatory	Diabetes	Circulatory	no	no	yes	yes	yes
[90-100)	3	31	4	12	0	0	0	Other	Circulatory	Respiratory	Circulatory	no	no	no	yes	yes
[80-90)	6	60	0	16	4	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	yes
[80-90)	7	57	0	7	0	3	0	Family/GeneralPractice	Other	Other	Other	no	no	no	yes	no
[60-70)	4	61	0	18	0	1	2	Emergency/Trauma	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[70-80)	3	1	1	4	0	0	2	Surgery	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[60-70)	2	38	0	7	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no

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