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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
[60-70)	10	47	5	22	6	7	1	Missing	Injury	Other	Diabetes	high	no	no	no	no
[50-60)	5	49	0	9	0	0	5	Emergency/Trauma	Circulatory	Other	Diabetes	no	no	yes	yes	yes
[70-80)	7	48	1	8	0	1	0	InternalMedicine	Digestive	Circulatory	Respiratory	no	no	no	no	no
[50-60)	1	74	0	19	0	2	0	Missing	Diabetes	Other	Other	no	high	yes	yes	yes
[70-80)	8	78	0	13	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	1	2	2	16	0	0	1	Cardiology	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	6	33	3	26	0	0	0	Missing	Injury	Other	Other	no	no	no	yes	yes
[70-80)	3	74	0	16	0	1	0	Family/GeneralPractice	Respiratory	Musculoskeletal	Other	no	normal	no	yes	no
[90-100)	6	90	1	10	1	1	2	Missing	Diabetes	Other	Other	no	no	no	yes	no
[80-90)	2	21	0	11	0	0	0	Missing	Circulatory	Other	Injury	no	no	yes	yes	yes
[60-70)	1	42	2	30	0	2	0	Other	Injury	Injury	Circulatory	no	no	yes	yes	no
[60-70)	4	77	4	2	0	0	0	Missing	Other	Circulatory	Other	no	no	no	yes	no
[50-60)	4	9	0	10	0	0	0	Cardiology	Circulatory	Other	Other	no	no	no	no	yes
[80-90)	3	1	1	20	0	0	0	Other	Injury	Digestive	Diabetes	no	no	no	yes	yes
[50-60)	1	57	1	22	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	5	40	2	29	0	1	0	Other	Musculoskeletal	Injury	Respiratory	no	no	yes	yes	yes
[80-90)	7	39	1	13	0	0	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	no	no
[60-70)	9	59	5	46	0	2	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	37	0	21	0	3	0	Missing	Respiratory	Circulatory	Other	no	no	yes	yes	yes
[60-70)	1	1	2	8	0	0	0	Other	Digestive	Diabetes	Circulatory	no	no	yes	yes	no
[60-70)	8	45	2	13	0	2	0	Missing	Respiratory	Respiratory	Other	no	no	no	yes	yes
[70-80)	3	20	1	27	0	1	0	Other	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[50-60)	1	2	0	13	0	0	0	Missing	Other	Musculoskeletal	Other	no	no	yes	yes	no
[50-60)	1	3	2	16	0	0	0	Missing	Musculoskeletal	Diabetes	Other	no	no	no	yes	no
[70-80)	3	63	5	8	0	0	0	Family/GeneralPractice	Diabetes	Other	Other	no	high	yes	yes	no
[70-80)	6	61	0	20	0	4	0	Missing	Respiratory	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	4	60	0	8	1	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[40-50)	2	21	0	13	0	0	1	Missing	Musculoskeletal	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	5	74	0	18	0	0	0	Missing	Digestive	Digestive	Other	no	high	no	yes	yes
[60-70)	10	47	0	13	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	no	no	yes
[80-90)	5	71	3	19	8	1	1	Missing	Digestive	Other	Other	no	no	no	yes	yes
[40-50)	2	30	0	3	0	0	0	Surgery	Other	Musculoskeletal	Diabetes	no	no	no	yes	no
[60-70)	2	28	0	12	0	0	0	Missing	Circulatory	Digestive	Other	no	no	no	no	no
[40-50)	3	69	0	20	0	0	0	Missing	Digestive	Other	Other	no	no	no	no	no
[70-80)	5	38	0	15	10	0	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	9	52	0	22	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[60-70)	14	89	0	25	0	1	0	Emergency/Trauma	Respiratory	Diabetes	Circulatory	no	no	yes	yes	yes
[60-70)	8	52	2	14	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	yes
[80-90)	3	40	1	8	0	0	1	Family/GeneralPractice	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[40-50)	11	74	4	11	0	0	1	Other	Other	Other	Other	no	high	yes	yes	no
[80-90)	1	73	1	11	0	0	0	Missing	Other	Circulatory	Respiratory	no	no	no	no	no
[70-80)	3	11	0	7	1	0	0	Missing	Circulatory	Circulatory	Circulatory	normal	no	no	no	no
[50-60)	7	63	2	14	0	0	0	Emergency/Trauma	Digestive	Digestive	Other	no	no	yes	yes	yes
[60-70)	4	52	1	22	0	0	0	Other	Injury	Diabetes	Other	no	no	yes	yes	yes
[70-80)	9	57	0	25	1	6	0	Missing	Respiratory	Other	Musculoskeletal	no	no	yes	yes	yes
[40-50)	2	17	0	13	0	0	1	Family/GeneralPractice	Diabetes	Diabetes	Diabetes	normal	no	yes	yes	yes
[50-60)	9	66	5	45	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[40-50)	4	49	0	16	2	0	2	Family/GeneralPractice	Other	Other	Digestive	no	high	yes	yes	no
[40-50)	2	83	1	7	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[70-80)	5	65	0	17	0	0	1	Missing	Respiratory	Other	Other	no	no	no	yes	no
[60-70)	2	59	0	14	0	1	0	Missing	Digestive	Other	Other	no	no	yes	yes	yes
[70-80)	1	51	0	17	0	1	0	Other	Other	Circulatory	Circulatory	no	normal	yes	yes	yes
[70-80)	2	37	1	8	0	0	0	Missing	Diabetes	Circulatory	Other	no	high	yes	yes	no
[60-70)	2	36	0	11	0	0	0	InternalMedicine	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[60-70)	1	45	4	12	0	1	0	Cardiology	Digestive	Digestive	Circulatory	no	no	yes	yes	yes
[60-70)	6	50	6	13	0	0	0	Missing	Other	Circulatory	Other	no	high	no	no	no
[60-70)	5	11	0	8	6	3	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	yes
[50-60)	2	33	0	17	0	0	0	Missing	Circulatory	Other	Diabetes	no	high	yes	yes	no
[40-50)	2	26	0	16	0	1	0	Missing	Respiratory	Other	Diabetes	no	no	no	no	no
[60-70)	7	86	2	27	0	0	0	Other	Diabetes	Circulatory	Circulatory	no	no	no	no	no
[60-70)	3	30	2	30	1	2	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	5	25	0	20	0	0	0	Other	Circulatory	Respiratory	Other	normal	no	no	yes	no
[70-80)	2	41	0	7	0	0	0	InternalMedicine	Circulatory	Respiratory	Respiratory	no	no	no	no	no
[90-100)	3	1	1	12	0	3	4	Emergency/Trauma	Circulatory	Other	Respiratory	no	no	no	yes	yes
[70-80)	1	29	5	19	0	0	0	Missing	Injury	Other	Circulatory	no	no	yes	yes	no
[70-80)	1	48	0	17	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[80-90)	5	9	2	17	0	0	0	Missing	Respiratory	Circulatory	Respiratory	no	no	no	no	yes
[40-50)	12	41	0	14	0	1	0	Other	Other	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	5	70	0	19	0	0	0	Missing	Circulatory	Other	Circulatory	no	normal	yes	yes	yes
[50-60)	11	42	0	15	0	0	0	Other	Other	Other	Diabetes	no	no	no	yes	yes
[60-70)	2	34	3	12	0	0	0	Missing	Other	Circulatory	Circulatory	no	normal	no	no	yes
[80-90)	5	63	1	15	0	2	0	Missing	Circulatory	Respiratory	Respiratory	no	no	no	yes	yes
[60-70)	2	28	0	9	0	0	0	Missing	Digestive	Circulatory	Diabetes	no	no	no	yes	no
[60-70)	5	43	1	29	0	0	0	Other	Other	Injury	Circulatory	no	no	yes	yes	no
[70-80)	7	80	4	18	1	3	0	InternalMedicine	Other	Other	Respiratory	no	no	yes	yes	no
[50-60)	6	69	2	29	0	0	0	Emergency/Trauma	Injury	Diabetes	Respiratory	no	no	yes	yes	no
[60-70)	10	53	3	26	4	0	1	Missing	Respiratory	Respiratory	Respiratory	no	no	yes	yes	no
[90-100)	5	37	0	12	3	0	2	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[50-60)	4	40	2	18	0	1	1	Family/GeneralPractice	Digestive	Other	Circulatory	no	no	yes	yes	yes
[60-70)	7	12	1	23	1	0	0	Missing	Injury	Respiratory	Other	high	no	yes	yes	no
[60-70)	6	49	0	14	1	0	0	Emergency/Trauma	Digestive	Other	Digestive	no	no	yes	yes	yes
[70-80)	3	17	0	13	0	0	0	Missing	Other	Other	Other	normal	no	yes	yes	yes
[70-80)	2	46	1	17	0	1	0	Other	Other	Circulatory	Diabetes	no	no	no	yes	no
[40-50)	3	57	1	10	0	0	0	Missing	Other	Other	Diabetes	no	normal	no	no	no
[70-80)	1	48	1	9	0	1	0	Cardiology	Circulatory	Circulatory	Other	no	no	no	yes	yes
[50-60)	3	69	1	21	0	4	0	InternalMedicine	Digestive	Circulatory	Other	no	no	no	yes	yes
[70-80)	6	19	0	13	0	0	0	Missing	Circulatory	Diabetes	Other	normal	no	yes	yes	yes
[50-60)	6	63	0	11	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	no
[40-50)	6	63	3	36	0	1	0	Missing	Circulatory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	1	26	4	19	0	0	0	Surgery	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	1	31	0	10	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[50-60)	1	38	0	1	0	0	0	InternalMedicine	Respiratory	Other	Other	no	no	no	no	no
[60-70)	1	23	0	9	0	0	0	Emergency/Trauma	Respiratory	Diabetes	Missing	no	no	yes	yes	no
[60-70)	3	37	0	19	1	0	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[70-80)	8	48	1	14	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	yes
[60-70)	4	49	0	15	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[70-80)	2	10	0	9	2	0	0	Missing	Respiratory	Respiratory	Diabetes	no	high	yes	yes	yes
[80-90)	3	1	0	5	1	0	1	Missing	Other	Diabetes	Other	no	high	no	no	yes
[80-90)	1	42	0	7	0	1	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[80-90)	10	28	1	18	0	0	0	Family/GeneralPractice	Circulatory	Circulatory	Digestive	normal	no	no	yes	no