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PriscilaRubim
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Framingham

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train · 23.3k rows

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RANDID int64 2.45k 10M	SEX int64 1 2	TOTCHOL float64 107 696 ⌀	AGE int64 32 81	SYSBP float64 83.5 295	DIABP float64 30 150	CURSMOKE int64 0 1	CIGPDAY float64 0 90 ⌀	BMI float64 14.4 56.8 ⌀	DIABETES int64 0 1	BPMEDS float64 0 1 ⌀	HEARTRTE float64 37 220 ⌀	GLUCOSE float64 39 478 ⌀	educ float64 1 4 ⌀	PREVCHD int64 0 1	PREVAP int64 0 1	PREVMI int64 0 1	PREVHYP int64 0 1	TIME int64 0 4.85k	PERIOD int64 1 3	HDLC float64 10 189 ⌀	LDLC float64 20 565 ⌀	DEATH int64 0 1	ANGINA int64 0 1	HOSPMI int64 0 1	MI_FCHD int64 0 1	ANYCHD int64 0 1	STROKE int64 0 1	CVD int64 0 1	HYPERTEN int64 0 1	TIMEAP int64 0 8.77k	TIMEMI int64 0 8.77k	TIMEMIFC int64 0 8.77k	TIMECHD int64 0 8.77k	TIMESTRK int64 0 8.77k	TIMECVD int64 0 8.77k	TIMEDTH int64 26 8.77k	TIMEHYP int64 0 8.77k
471,696	2	228	57	127.5	74.5	1	20	18.86	0	0	75	100	4	0	0	0	1	4,444	3	68	160	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	744
471,978	1	215	56	138	97	0	0	30.76	0	0	68	69	1	0	0	0	1	0	1	null	null	1	0	0	0	0	0	0	1	2,346	2,346	2,346	2,346	2,346	2,346	2,346	0
471,978	1	212	62	120	95	0	0	29.34	0	0	80	89	1	0	0	0	1	2,195	2	null	null	1	0	0	0	0	0	0	1	2,346	2,346	2,346	2,346	2,346	2,346	2,346	0
473,381	1	216	42	125	86.5	1	20	23.25	0	0	65	57	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	4,328
473,381	1	240	48	133	84	1	30	25.64	0	0	80	72	2	0	0	0	0	2,197	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	4,328
473,381	1	206	54	150	92	1	20	25.34	0	0	70	88	2	0	0	0	1	4,328	3	30	176	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	4,328
475,695	2	245	55	144.5	83.5	0	0	28.96	0	0	72	65	1	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	735
475,695	2	273	61	150	89	0	0	30.06	0	0	63	68	1	0	0	0	1	2,212	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	735
475,695	2	258	67	165	80	0	0	28.96	0	0	60	76	1	0	0	0	1	4,385	3	65	193	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	735
477,082	1	253	38	133	92	1	20	28.82	0	0	80	63	2	0	0	0	1	0	1	null	null	1	0	1	1	1	0	0	1	4,238	1,718	1,718	747	4,238	4,238	4,238	0
477,082	1	259	44	122	85	1	30	26.95	0	0	80	null	2	1	0	1	1	2,119	2	null	null	1	0	1	1	1	0	0	1	4,238	1,718	1,718	747	4,238	4,238	4,238	0
479,517	1	241	56	109	70	1	30	20.12	0	0	62	87	1	0	0	0	0	0	1	null	null	1	0	0	0	0	0	0	0	709	709	709	709	709	709	709	709
479,723	1	235	61	127	81	0	0	28.63	0	0	56	90	1	0	0	0	0	0	1	null	null	0	1	0	0	1	0	0	1	8,598	8,766	8,766	7,963	8,766	8,766	8,766	2,128
479,723	1	252	67	150	74	0	0	30.08	0	0	64	69	1	0	0	0	1	2,128	2	null	null	0	1	0	0	1	0	0	1	8,598	8,766	8,766	7,963	8,766	8,766	8,766	2,128
479,723	1	290	73	164	75	0	0	30.57	0	0	72	71	1	0	0	0	1	4,244	3	52	238	0	1	0	0	1	0	0	1	8,598	8,766	8,766	7,963	8,766	8,766	8,766	2,128
481,202	1	278	45	135	84	1	40	23.79	0	null	75	79	3	0	0	0	0	0	1	null	null	1	0	0	0	0	0	0	0	1,547	1,547	1,547	1,547	1,547	1,547	1,547	1,547
482,553	2	464	42	128	87	0	0	22.9	0	0	72	72	3	0	0	0	0	0	1	null	null	0	1	1	1	1	0	1	1	957	3,242	3,242	957	8,766	957	8,766	747
482,553	2	505	48	141	95	0	0	22.51	0	0	80	null	3	1	1	0	1	1,980	2	null	null	0	1	1	1	1	0	1	1	957	3,242	3,242	957	8,766	957	8,766	747
482,553	2	504	54	160	91	0	0	22.51	0	0	92	82	3	1	1	1	1	4,148	3	52	452	0	1	1	1	1	0	1	1	957	3,242	3,242	957	8,766	957	8,766	747
482,847	2	226	49	106	71	1	9	22.89	0	0	85	57	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
482,847	2	240	55	113	79	1	5	22.53	0	0	82	69	2	0	0	0	0	2,206	2	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
485,310	1	308	48	117	76	1	10	30.85	0	0	65	54	1	0	0	0	0	0	1	null	null	1	0	1	1	1	0	1	0	5,693	1,856	1,856	1,856	5,693	1,856	5,693	5,693
485,310	1	268	54	114	74	0	0	24.84	0	0	67	60	1	1	0	1	0	2,083	2	null	null	1	0	1	1	1	0	1	0	5,693	1,856	1,856	1,856	5,693	1,856	5,693	5,693
487,307	2	248	55	157	82.5	1	9	22.91	0	0	89	83	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	768
487,307	2	283	61	139	90	0	0	22.55	0	0	100	76	2	0	0	0	1	2,177	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	768
487,307	2	229	67	154	87	0	0	21.82	0	0	92	94	2	0	0	0	1	4,391	3	78	151	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	768
491,826	2	215	58	170	86	1	5	29.06	0	0	75	98	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	1,512
491,826	2	234	64	180	95	1	1	29.06	0	0	80	null	2	0	0	0	1	2,205	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	1,512
491,826	2	199	70	150	90	0	0	28.18	0	0	72	84	2	0	0	0	1	4,361	3	44	155	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	1,512
494,996	1	240	60	137	84	0	0	29.51	0	0	82	88	1	0	0	0	0	0	1	null	null	1	0	0	0	0	0	0	0	8,084	8,084	8,084	8,084	8,084	8,084	8,084	8,084
494,996	1	268	66	143	86	1	1	31.75	0	null	97	79	1	0	0	0	0	2,169	2	null	null	1	0	0	0	0	0	0	0	8,084	8,084	8,084	8,084	8,084	8,084	8,084	8,084
494,996	1	187	72	124	70	0	0	29.66	0	0	85	91	1	0	0	0	0	4,328	3	45	142	1	0	0	0	0	0	0	0	8,084	8,084	8,084	8,084	8,084	8,084	8,084	8,084
502,995	2	171	38	111	68	0	0	18.76	0	0	90	83	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
502,995	2	198	44	124	87	0	0	19.09	0	0	92	58	2	0	0	0	0	2,170	2	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
502,995	2	198	50	142	84	0	0	20.55	0	0	110	75	2	0	0	0	0	4,438	3	38	137	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
506,231	1	189	53	110	67.5	1	30	23.59	0	0	60	63	4	0	0	0	0	0	1	null	null	0	1	0	0	1	0	1	0	3,991	8,766	8,766	3,991	8,766	3,991	8,766	8,766
506,231	1	198	59	110	78	1	30	23.45	0	0	65	61	4	0	0	0	0	2,223	2	null	null	0	1	0	0	1	0	1	0	3,991	8,766	8,766	3,991	8,766	3,991	8,766	8,766
506,231	1	149	65	117.5	75.5	0	0	22.62	0	0	60	84	4	1	1	0	0	4,385	3	37	112	0	1	0	0	1	0	1	0	3,991	8,766	8,766	3,991	8,766	3,991	8,766	8,766
507,116	1	240	52	94	66.5	1	15	22.93	0	0	70	88	2	0	0	0	0	0	1	null	null	1	0	0	0	0	1	1	0	4,467	4,467	4,467	4,467	4,466	4,466	4,467	4,467
507,116	1	250	58	127.5	77.5	1	20	25.24	0	0	80	84	2	0	0	0	0	2,184	2	null	null	1	0	0	0	0	1	1	0	4,467	4,467	4,467	4,467	4,466	4,466	4,467	4,467
507,116	1	null	63	139	89	1	30	24.93	1	0	90	77	2	0	0	0	0	3,988	3	null	null	1	0	0	0	0	1	1	0	4,467	4,467	4,467	4,467	4,466	4,466	4,467	4,467
510,670	1	239	41	119.5	70	1	40	29.79	0	0	70	null	1	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
510,670	1	221	47	113	80	1	30	31.28	0	0	80	90	1	0	0	0	0	2,116	2	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
510,670	1	214	53	95	62	1	20	30.12	0	0	80	73	1	0	0	0	0	4,287	3	36	178	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
512,295	2	186	37	135	91	1	20	21.48	0	0	66	84	4	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,204
512,295	2	218	43	138	93	1	25	18.46	0	0	66	null	4	0	0	0	1	2,204	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,204
512,295	2	223	50	135	84	1	20	24.14	0	0	56	95	4	0	0	0	1	4,703	3	36	187	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,204
512,339	2	242	60	163	107	0	0	27.27	0	0	85	71	null	1	1	0	1	0	1	null	null	0	1	0	0	1	1	1	1	0	8,766	8,766	0	5,320	0	8,766	0
512,339	2	198	66	168	90	0	0	26.69	0	0	80	77	null	1	1	0	1	2,164	2	null	null	0	1	0	0	1	1	1	1	0	8,766	8,766	0	5,320	0	8,766	0
517,529	1	227	42	144	78	0	0	23.75	0	0	62	97	2	0	0	0	0	0	1	null	null	1	1	1	1	1	0	1	1	4,895	1,897	1,897	1,897	8,627	1,897	8,627	2,116
517,529	1	248	48	134	92	0	0	24.6	0	0	80	72	2	1	0	1	1	2,116	2	null	null	1	1	1	1	1	0	1	1	4,895	1,897	1,897	1,897	8,627	1,897	8,627	2,116
517,529	1	212	54	125	70	0	0	22.15	0	0	75	115	2	1	0	1	1	4,377	3	52	137	1	1	1	1	1	0	1	1	4,895	1,897	1,897	1,897	8,627	1,897	8,627	2,116
520,806	2	273	64	155	86	0	0	27.53	0	0	100	91	1	0	0	0	1	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	0
522,552	2	212	56	117.5	72.5	1	20	27.3	0	0	75	75	1	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	3,437
522,552	2	266	61	131	81	0	0	29.59	0	null	78	55	1	0	0	0	0	1,997	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	3,437
522,552	2	233	67	137	73	1	20	31	0	0	80	84	1	0	0	0	1	4,180	3	33	200	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	3,437
522,754	2	249	67	128	68	0	0	25.81	0	0	70	87	2	0	0	0	0	0	1	null	null	1	0	0	0	0	0	0	0	234	234	234	234	234	234	234	234
523,575	1	185	43	125	65	1	30	20.65	0	0	96	76	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
523,575	1	183	49	112	70	1	30	21.28	0	0	60	86	2	0	0	0	0	2,177	2	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
523,575	1	181	55	129	77.5	1	50	22.27	0	0	69	null	2	0	0	0	0	4,370	3	41	107	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
524,030	1	176	45	124	84	1	18	20.27	0	0	77	75	4	0	0	0	0	0	1	null	null	1	0	0	0	0	0	0	1	8,436	8,436	8,436	8,436	8,436	8,436	8,436	673
524,030	1	176	51	143	81	0	0	21.38	0	0	80	90	4	0	0	0	1	2,101	2	null	null	1	0	0	0	0	0	0	1	8,436	8,436	8,436	8,436	8,436	8,436	8,436	673
524,030	1	213	57	170	90	0	0	23.9	0	0	72	87	4	0	0	0	1	4,321	3	58	138	1	0	0	0	0	0	0	1	8,436	8,436	8,436	8,436	8,436	8,436	8,436	673
524,455	1	239	61	143	80	0	0	25.74	0	0	48	null	1	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	742
524,455	1	270	67	144	84	0	0	24.56	0	0	60	64	1	0	0	0	1	2,163	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	742
524,455	1	218	73	120	76	0	0	24.05	0	0	55	64	1	0	0	0	1	4,340	3	60	158	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	742
524,819	2	285	66	166	98	0	0	26.04	0	0	95	132	1	0	0	0	1	0	1	null	null	1	0	0	0	0	0	0	1	6,410	6,410	6,410	6,410	6,410	6,410	6,410	0
524,819	2	263	72	151	85.5	0	0	22.95	0	1	95	65	1	0	0	0	1	2,144	2	null	null	1	0	0	0	0	0	0	1	6,410	6,410	6,410	6,410	6,410	6,410	6,410	0
526,426	2	163	34	107	71	0	0	23.88	0	0	73	80	null	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	6,408
526,426	2	251	40	107.5	76.5	0	0	25.4	0	0	95	69	null	0	0	0	0	2,026	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	6,408
526,426	2	214	46	135	83	0	0	23.88	0	0	85	74	null	0	0	0	0	4,114	3	42	172	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	6,408
532,124	2	254	52	126.5	93	0	0	26.79	0	0	75	65	3	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	1,463
532,124	2	236	58	152	92	0	0	27.94	0	0	75	79	3	0	0	0	1	2,205	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	1,463
532,256	1	191	45	139.5	75	1	43	22.3	0	0	77	null	1	0	0	0	1	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	0
532,256	1	192	51	130	69	1	30	22.3	0	0	80	61	1	0	0	0	1	2,156	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	0
532,256	1	184	57	130	70	1	30	21.67	0	0	80	null	1	0	0	0	1	4,367	3	54	123	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	0
533,747	2	263	43	115	82.5	0	0	25.91	0	0	105	null	3	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,401
533,747	2	204	49	124	79.5	0	0	31.37	0	0	110	85	3	0	0	0	0	2,166	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,401
533,747	2	271	55	154	80	0	0	33.8	1	0	102	null	3	0	0	0	0	4,394	3	66	160	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,401
537,521	1	237	49	114	85.5	1	30	28.57	0	0	88	92	1	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,218
537,521	1	246	55	134	96	1	20	29.7	0	0	90	87	1	0	0	0	1	2,218	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,218
537,521	1	201	61	139	90	0	0	27.61	0	0	65	89	1	0	0	0	1	4,340	3	49	152	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,218
540,724	2	175	57	123	72	0	0	22.37	0	0	77	74	2	0	0	0	0	0	1	null	null	1	0	0	0	0	1	1	0	4,563	4,563	4,563	4,563	4,559	4,559	4,563	4,563
540,724	2	150	63	104	64	0	0	23.42	0	0	60	76	2	0	0	0	0	2,191	2	null	null	1	0	0	0	0	1	1	0	4,563	4,563	4,563	4,563	4,559	4,559	4,563	4,563
541,284	2	196	48	96	70	0	0	22.72	0	0	60	68	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
541,284	2	206	54	114	69.5	0	0	23.48	0	0	55	73	2	0	0	0	0	2,093	2	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
541,284	2	null	60	149	82.5	0	0	21.22	0	0	68	75	2	0	0	0	0	4,401	3	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
542,322	2	150	36	117.5	77.5	1	20	23.71	0	0	50	74	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,231
542,322	2	205	42	136	94	1	20	24.22	0	0	66	77	2	0	0	0	1	2,231	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,231
542,322	2	223	48	129	76	1	20	27.44	0	1	50	78	2	0	0	0	1	4,420	3	51	172	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,231
543,405	2	180	38	124	66	1	9	29.29	0	0	85	68	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
543,405	2	183	44	131	71	1	8	28.58	0	0	77	83	2	0	0	0	0	2,166	2	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
543,405	2	176	50	124	76	1	10	25.74	0	0	80	null	2	0	0	0	0	4,369	3	63	104	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
549,256	2	242	60	130	70	0	0	29.17	0	0	65	84	1	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,630
549,256	2	244	66	139	82	0	0	31.29	0	0	75	70	1	0	0	0	0	2,015	2	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,630
549,256	2	231	72	150	92	0	0	29.82	0	null	80	107	1	0	0	0	1	4,301	3	52	131	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	2,630
549,948	2	173	40	106	82	0	0	23.05	0	0	85	83	2	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
549,948	2	223	46	92.5	65	0	0	23.67	0	0	60	93	2	0	0	0	0	2,121	2	null	null	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
549,948	2	190	52	100	62	0	0	22.84	0	0	82	68	2	0	0	0	0	4,305	3	57	133	0	0	0	0	0	0	0	0	8,766	8,766	8,766	8,766	8,766	8,766	8,766	8,766
551,727	2	257	43	160	85	0	0	21.95	0	0	100	84	1	0	0	0	0	0	1	null	null	0	0	0	0	0	0	0	1	8,766	8,766	8,766	8,766	8,766	8,766	8,766	1,471

Subsets and Splits