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)	3	42	0	15	0	4	1	Missing	Other	Diabetes	Circulatory	no	no	no	yes	yes
[70-80)	1	9	0	12	0	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[80-90)	10	70	1	13	0	0	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	no	no	no
[60-70)	2	38	0	7	0	0	0	Missing	Respiratory	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	1	36	2	29	0	0	0	Surgery	Musculoskeletal	Diabetes	Other	no	no	yes	yes	no
[40-50)	3	24	0	12	0	0	0	Missing	Other	Diabetes	Circulatory	normal	no	yes	yes	no
[80-90)	2	29	2	20	3	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	yes
[80-90)	1	14	0	12	0	1	2	Missing	Digestive	Respiratory	Diabetes	no	no	no	yes	yes
[70-80)	3	27	0	23	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Other	high	no	yes	yes	no
[80-90)	4	43	0	9	0	4	0	InternalMedicine	Other	Circulatory	Other	high	no	no	yes	yes
[80-90)	12	56	0	29	0	0	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	no	yes	yes	yes
[60-70)	4	48	0	10	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	no	yes
[60-70)	1	2	1	7	0	0	0	Emergency/Trauma	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	2	38	0	7	0	0	0	Missing	Digestive	Other	Diabetes	no	no	no	no	no
[60-70)	8	38	1	13	0	2	0	InternalMedicine	Other	Other	Other	normal	no	no	no	no
[60-70)	3	50	6	16	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[70-80)	5	18	0	9	0	0	0	Family/GeneralPractice	Respiratory	Other	Diabetes	high	no	yes	yes	no
[80-90)	5	39	3	7	0	0	0	Family/GeneralPractice	Circulatory	Digestive	Other	no	no	no	no	no
[70-80)	5	51	0	13	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	no	no	yes	no
[50-60)	1	62	0	7	0	1	0	Family/GeneralPractice	Diabetes	Respiratory	Diabetes	no	no	no	yes	yes
[50-60)	2	44	0	14	0	0	0	Missing	Other	Circulatory	Other	no	no	yes	yes	yes
[70-80)	3	59	0	15	0	1	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[60-70)	10	41	3	31	0	2	1	Other	Musculoskeletal	Other	Circulatory	no	no	no	yes	yes
[40-50)	4	29	1	10	0	0	0	Other	Circulatory	Other	Diabetes	no	no	no	no	yes
[80-90)	4	66	0	15	0	1	0	Family/GeneralPractice	Diabetes	Other	Circulatory	no	no	yes	yes	no
[80-90)	5	70	3	22	0	0	0	Missing	Digestive	Other	Digestive	no	no	yes	yes	yes
[50-60)	12	75	3	31	0	0	0	InternalMedicine	Respiratory	Respiratory	Respiratory	no	no	yes	yes	yes
[60-70)	3	77	1	27	0	0	0	Missing	Digestive	Digestive	Circulatory	no	high	no	yes	no
[80-90)	5	42	0	18	2	2	4	Missing	Respiratory	Other	Circulatory	no	no	no	no	yes
[80-90)	2	36	3	3	0	0	0	Emergency/Trauma	Injury	Digestive	Other	no	no	no	no	no
[70-80)	4	26	1	18	0	0	0	InternalMedicine	Other	Diabetes	Other	normal	no	no	no	no
[70-80)	3	9	0	9	0	0	0	Missing	Digestive	Other	Other	high	no	no	yes	no
[70-80)	4	51	1	9	0	0	0	Emergency/Trauma	Respiratory	Other	Respiratory	no	no	no	no	no
[70-80)	3	53	0	12	0	1	0	InternalMedicine	Diabetes	Circulatory	Respiratory	no	no	no	yes	no
[50-60)	2	75	1	18	1	1	0	Emergency/Trauma	Other	Respiratory	Diabetes	no	no	yes	yes	yes
[50-60)	2	60	2	10	2	1	1	Missing	Injury	Circulatory	Other	no	no	yes	yes	no
[90-100)	4	38	0	6	0	0	1	Missing	Other	Other	Diabetes	no	no	no	no	no
[60-70)	5	47	3	24	0	1	0	Missing	Respiratory	Other	Circulatory	no	no	yes	yes	yes
[50-60)	10	54	6	44	0	0	0	Missing	Circulatory	Circulatory	Respiratory	no	no	yes	yes	yes
[40-50)	2	50	1	15	0	0	0	Emergency/Trauma	Other	Circulatory	Diabetes	no	high	yes	yes	no
[60-70)	1	15	0	4	1	1	1	Missing	Diabetes	Other	Other	no	no	no	no	yes
[60-70)	3	46	1	16	0	0	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	yes	yes	yes
[70-80)	5	14	1	14	0	0	0	Other	Musculoskeletal	Other	Diabetes	no	no	no	yes	no
[50-60)	5	20	0	8	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	no
[60-70)	5	11	0	21	4	2	0	Family/GeneralPractice	Respiratory	Other	Other	normal	no	no	yes	yes
[40-50)	5	67	0	23	0	1	0	InternalMedicine	Other	Respiratory	Diabetes	no	no	yes	yes	yes
[70-80)	4	48	0	6	0	0	0	Missing	Respiratory	Circulatory	Other	no	normal	no	no	no
[80-90)	5	37	0	15	1	0	0	Missing	Respiratory	Circulatory	Other	no	no	no	no	no
[80-90)	1	18	0	3	0	0	0	Emergency/Trauma	Respiratory	Other	Other	no	high	no	no	yes
[40-50)	4	39	0	34	0	1	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[80-90)	5	74	0	11	0	0	0	Missing	Diabetes	Other	Other	no	normal	no	yes	yes
[40-50)	1	31	5	11	4	1	1	Cardiology	Circulatory	Diabetes	Other	no	no	yes	yes	no
[70-80)	1	47	2	6	0	0	0	Surgery	Musculoskeletal	Other	Diabetes	no	no	no	no	no
[60-70)	3	43	0	5	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	4	69	0	11	0	0	0	InternalMedicine	Other	Circulatory	Musculoskeletal	no	no	no	yes	no
[60-70)	3	46	2	16	0	0	0	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[60-70)	10	75	1	30	0	1	0	Missing	Diabetes	Other	Diabetes	no	high	no	no	yes
[70-80)	4	47	6	28	0	0	1	InternalMedicine	Digestive	Circulatory	Respiratory	no	no	yes	yes	yes
[40-50)	5	47	1	17	0	0	0	Other	Other	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	3	45	3	23	2	1	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	2	28	2	13	0	0	0	Missing	Digestive	Digestive	Digestive	no	no	yes	yes	no
[80-90)	2	80	6	15	1	0	1	Cardiology	Circulatory	Circulatory	Diabetes	no	high	no	yes	yes
[60-70)	10	41	3	24	0	0	0	Other	Other	Other	Diabetes	no	no	no	yes	no
[70-80)	4	16	2	22	5	0	0	Surgery	Circulatory	Other	Circulatory	normal	no	no	yes	yes
[70-80)	6	48	4	26	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	high	yes	yes	yes
[70-80)	6	74	4	23	0	1	0	InternalMedicine	Diabetes	Other	Circulatory	no	no	yes	yes	yes
[40-50)	4	40	0	11	0	0	0	InternalMedicine	Respiratory	Circulatory	Diabetes	no	no	yes	yes	no
[40-50)	8	62	0	13	0	0	0	Missing	Other	Other	Circulatory	no	normal	no	yes	no
[60-70)	4	26	4	15	1	0	0	Emergency/Trauma	Circulatory	Diabetes	Respiratory	no	no	yes	yes	yes
[60-70)	8	21	3	27	0	0	0	Missing	Digestive	Injury	Diabetes	no	no	no	yes	no
[70-80)	10	38	0	17	0	1	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[70-80)	4	43	0	15	0	0	0	Missing	Other	Diabetes	Other	no	no	yes	yes	no
[60-70)	2	43	0	8	0	1	0	InternalMedicine	Digestive	Diabetes	Circulatory	no	no	no	no	no
[70-80)	1	25	0	5	0	0	0	Missing	Circulatory	Circulatory	Circulatory	normal	no	no	no	no
[60-70)	5	44	0	17	1	1	0	Missing	Other	Respiratory	Other	no	no	no	yes	yes
[60-70)	8	47	0	17	1	0	0	Missing	Circulatory	Other	Circulatory	no	high	yes	yes	no
[90-100)	4	46	0	15	0	1	0	Missing	Other	Other	Circulatory	no	no	no	no	no
[70-80)	5	29	3	42	1	0	0	Surgery	Circulatory	Circulatory	Respiratory	no	no	yes	yes	no
[70-80)	3	70	0	16	1	0	0	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[60-70)	3	36	0	10	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	no	yes	no
[40-50)	6	60	0	11	0	1	0	Other	Other	Other	Diabetes	no	no	yes	yes	no
[40-50)	5	37	0	6	0	0	0	Other	Other	Diabetes	Other	no	no	no	yes	no
[70-80)	5	9	0	9	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	1	29	5	17	1	0	0	Other	Circulatory	Diabetes	Circulatory	no	no	no	no	yes
[60-70)	8	68	5	31	0	0	0	Surgery	Circulatory	Circulatory	Diabetes	no	high	no	yes	no
[70-80)	3	95	1	11	0	0	0	InternalMedicine	Circulatory	Other	Other	no	no	yes	yes	yes
[50-60)	5	8	1	14	0	1	0	Surgery	Injury	Musculoskeletal	Other	no	no	yes	yes	yes
[60-70)	4	33	5	33	1	1	0	Other	Circulatory	Other	Circulatory	no	no	no	yes	no
[70-80)	2	64	0	13	0	3	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	9	40	0	19	0	0	0	Emergency/Trauma	Other	Other	Other	no	no	yes	yes	yes
[70-80)	8	38	0	19	0	4	0	Missing	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[40-50)	9	66	0	21	0	1	0	Missing	Respiratory	Respiratory	Other	no	no	yes	yes	yes
[80-90)	1	29	6	9	1	1	1	Cardiology	Circulatory	Respiratory	Respiratory	no	no	no	yes	yes
[80-90)	2	33	3	18	0	2	1	Emergency/Trauma	Other	Other	Respiratory	no	no	yes	yes	no
[50-60)	3	63	0	3	0	0	0	Other	Other	Other	Musculoskeletal	no	no	no	no	yes
[40-50)	5	88	6	29	0	0	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	high	yes	yes	no
[40-50)	2	29	3	6	0	0	0	Emergency/Trauma	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	3	37	6	15	0	1	0	Emergency/Trauma	Circulatory	Respiratory	Circulatory	no	no	no	yes	no
[50-60)	1	59	0	10	0	0	0	Missing	Other	Circulatory	Other	no	normal	no	no	no
[40-50)	3	1	0	15	0	2	0	Other	Other	Other	Respiratory	no	no	no	no	yes