Datasets:

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
[70-80)	8	81	6	41	2	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[40-50)	5	51	3	23	0	0	0	Missing	Digestive	Digestive	Diabetes	no	high	yes	yes	yes
[80-90)	5	43	0	19	3	1	0	Missing	Respiratory	Other	Respiratory	no	no	yes	yes	yes
[50-60)	3	11	0	5	0	0	2	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	6	61	1	15	0	0	0	Missing	Musculoskeletal	Circulatory	Diabetes	no	high	yes	yes	no
[70-80)	4	52	0	18	0	3	0	InternalMedicine	Respiratory	Circulatory	Digestive	no	no	no	no	yes
[50-60)	6	79	3	24	0	0	0	Surgery	Circulatory	Other	Diabetes	no	normal	yes	yes	no
[70-80)	5	32	1	16	0	0	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	no	no
[70-80)	2	36	1	4	0	1	0	InternalMedicine	Other	Respiratory	Other	no	no	no	no	yes
[80-90)	9	50	2	21	0	0	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[60-70)	8	69	0	24	4	2	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[70-80)	8	47	0	20	0	0	0	Missing	Diabetes	Other	Other	no	no	no	no	no
[60-70)	3	30	0	19	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	no	yes	no
[70-80)	8	77	0	20	0	0	1	InternalMedicine	Other	Other	Other	no	normal	yes	yes	no
[70-80)	1	37	0	9	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[60-70)	3	32	3	17	0	0	0	Other	Other	Circulatory	Diabetes	no	no	no	no	no
[70-80)	1	2	0	5	0	1	1	Missing	Injury	Other	Other	no	no	no	no	no
[70-80)	5	26	0	13	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	1	1	1	10	2	0	0	Missing	Other	Other	Respiratory	no	no	no	no	yes
[80-90)	14	67	0	30	1	4	0	Missing	Other	Other	Respiratory	no	no	yes	yes	yes
[60-70)	6	82	3	18	0	0	0	Missing	Circulatory	Respiratory	Digestive	no	no	no	no	yes
[60-70)	4	67	3	16	0	0	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	no
[60-70)	2	12	0	22	0	2	0	Other	Circulatory	Other	Circulatory	no	no	no	yes	yes
[60-70)	2	42	3	15	0	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	yes	no
[80-90)	4	57	0	14	0	1	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	yes
[80-90)	4	66	0	19	14	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[40-50)	3	54	3	27	0	0	0	Missing	Musculoskeletal	Circulatory	Other	no	no	yes	yes	yes
[80-90)	4	58	0	14	3	1	0	Missing	Diabetes	Circulatory	Other	no	no	yes	yes	yes
[60-70)	7	51	6	24	4	1	0	Surgery	Other	Respiratory	Other	no	no	yes	yes	no
[50-60)	4	63	0	23	2	4	0	Missing	Other	Respiratory	Other	no	no	no	yes	yes
[60-70)	1	30	0	7	0	0	0	Missing	Circulatory	Other	Circulatory	no	high	no	yes	no
[40-50)	7	43	1	12	4	6	2	Missing	Circulatory	Circulatory	Diabetes	no	no	no	no	yes
[50-60)	1	44	0	5	2	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[50-60)	11	52	0	22	0	0	2	Emergency/Trauma	Respiratory	Respiratory	Diabetes	no	high	yes	yes	yes
[70-80)	8	35	0	25	0	0	0	Missing	Other	Other	Other	no	no	yes	yes	no
[90-100)	1	11	1	9	0	0	0	Missing	Circulatory	Other	Circulatory	no	no	no	yes	no
[60-70)	2	42	0	12	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	no	no	yes
[80-90)	5	73	0	10	0	0	0	Family/GeneralPractice	Circulatory	Other	Other	no	high	yes	yes	no
[50-60)	1	69	0	19	2	0	0	Missing	Circulatory	Circulatory	Diabetes	no	high	no	no	yes
[80-90)	3	59	0	24	0	0	1	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	high	yes	yes	no
[80-90)	2	40	1	20	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	3	52	1	20	0	1	0	Missing	Other	Other	Other	no	no	yes	yes	yes
[50-60)	4	35	2	22	0	0	0	Other	Other	Diabetes	Missing	no	no	no	no	no
[60-70)	5	61	0	15	0	0	0	Family/GeneralPractice	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	3	38	4	11	0	0	0	Other	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[80-90)	5	48	3	7	0	1	0	Missing	Digestive	Diabetes	Other	no	no	no	no	no
[60-70)	3	50	3	11	0	0	0	InternalMedicine	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[80-90)	3	1	3	11	0	1	1	Emergency/Trauma	Circulatory	Respiratory	Other	no	no	yes	yes	yes
[50-60)	3	58	0	8	0	0	0	Missing	Diabetes	Circulatory	Other	no	no	no	yes	no
[60-70)	2	3	1	8	0	0	0	InternalMedicine	Other	Diabetes	Digestive	no	no	yes	yes	no
[70-80)	2	4	0	8	0	0	0	Missing	Digestive	Circulatory	Digestive	no	no	no	no	yes
[70-80)	4	57	1	9	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	no	yes
[60-70)	6	40	0	20	1	0	0	Missing	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[40-50)	10	51	1	14	0	1	0	Missing	Circulatory	Respiratory	Diabetes	no	high	no	yes	no
[70-80)	8	63	1	14	0	1	0	Family/GeneralPractice	Respiratory	Other	Other	no	no	no	no	yes
[50-60)	4	67	6	33	0	0	0	Other	Respiratory	Circulatory	Injury	no	no	yes	yes	yes
[60-70)	4	80	2	23	0	0	0	Family/GeneralPractice	Other	Respiratory	Other	no	no	no	yes	yes
[70-80)	8	37	2	16	3	0	1	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	9	45	0	18	1	1	0	Missing	Circulatory	Circulatory	Respiratory	no	high	no	yes	yes
[70-80)	11	41	2	12	0	0	0	Missing	Diabetes	Other	Musculoskeletal	no	high	no	yes	no
[40-50)	4	72	0	8	0	0	0	InternalMedicine	Other	Other	Other	no	normal	yes	yes	yes
[70-80)	6	50	5	14	0	2	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	6	73	0	18	0	0	0	Missing	Respiratory	Other	Circulatory	no	high	no	yes	yes
[80-90)	7	55	4	27	0	0	1	Missing	Diabetes	Diabetes	Other	no	no	no	no	yes
[60-70)	5	50	3	18	0	0	0	Missing	Other	Digestive	Other	no	no	no	no	no
[50-60)	1	45	0	5	0	0	0	InternalMedicine	Injury	Other	Circulatory	no	no	no	yes	no
[70-80)	2	39	3	13	0	1	0	Surgery	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	47	0	16	0	0	0	InternalMedicine	Other	Other	Circulatory	no	no	no	no	yes
[70-80)	5	5	1	6	0	0	0	Emergency/Trauma	Other	Other	Digestive	no	no	no	yes	no
[80-90)	5	63	1	15	0	0	0	Other	Other	Other	Other	no	no	yes	yes	yes
[70-80)	2	26	1	20	0	0	0	Missing	Circulatory	Respiratory	Diabetes	no	no	no	no	no
[70-80)	1	38	5	11	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[40-50)	5	62	0	15	0	0	0	Missing	Diabetes	Other	Circulatory	no	high	yes	yes	yes
[60-70)	7	16	1	30	2	0	0	Missing	Respiratory	Respiratory	Other	high	no	yes	yes	no
[80-90)	2	25	0	10	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	no	no
[80-90)	3	41	3	16	0	0	0	Missing	Injury	Circulatory	Diabetes	no	no	yes	yes	yes
[50-60)	8	54	3	17	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	2	36	1	9	2	1	1	InternalMedicine	Other	Other	Diabetes	no	no	no	yes	yes
[40-50)	3	31	6	7	0	0	0	Other	Circulatory	Diabetes	Other	no	no	yes	yes	no
[40-50)	2	80	3	11	0	0	0	Cardiology	Respiratory	Diabetes	Other	no	high	yes	yes	no
[80-90)	7	38	5	21	0	0	0	Missing	Circulatory	Other	Other	no	no	yes	yes	no
[60-70)	8	66	3	24	0	3	0	Other	Respiratory	Respiratory	Respiratory	no	no	no	no	yes
[60-70)	3	58	0	8	0	2	0	Other	Respiratory	Circulatory	Diabetes	no	high	no	yes	yes
[90-100)	4	42	0	16	0	2	3	Emergency/Trauma	Circulatory	Circulatory	Other	no	high	yes	yes	no
[60-70)	6	70	6	56	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[50-60)	4	30	1	34	0	0	0	Surgery	Other	Musculoskeletal	Respiratory	no	no	yes	yes	no
[70-80)	3	2	0	14	0	0	0	Missing	Other	Other	Musculoskeletal	no	no	yes	yes	no
[40-50)	3	60	1	11	0	0	0	Missing	Diabetes	Digestive	Other	no	no	yes	yes	no
[60-70)	1	49	0	14	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	8	51	1	27	0	2	0	Missing	Circulatory	Digestive	Digestive	no	no	yes	yes	no
[50-60)	6	66	2	19	0	1	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	normal	no	yes	yes
[40-50)	4	1	0	6	0	0	0	Other	Other	Other	Other	no	no	yes	yes	yes
[50-60)	3	8	0	12	0	0	0	Family/GeneralPractice	Other	Other	Circulatory	no	no	yes	yes	no
[70-80)	4	69	0	19	0	2	0	Missing	Circulatory	Respiratory	Circulatory	no	normal	yes	yes	yes
[60-70)	3	69	2	19	0	2	0	InternalMedicine	Respiratory	Circulatory	Circulatory	no	high	yes	yes	yes
[50-60)	3	38	0	14	0	0	0	Cardiology	Digestive	Respiratory	Circulatory	no	no	no	no	yes
[80-90)	3	62	1	7	0	1	0	InternalMedicine	Circulatory	Other	Other	no	no	no	yes	yes
[80-90)	2	60	0	15	0	0	0	Missing	Respiratory	Other	Musculoskeletal	no	high	yes	yes	yes
[60-70)	1	69	0	8	1	0	0	Cardiology	Respiratory	Circulatory	Diabetes	no	no	yes	yes	yes
[80-90)	3	36	1	12	2	1	0	Missing	Circulatory	Circulatory	Other	no	no	no	no	no