Split (3)

train · 672 rows

row_idx int64	f_0_Age int64	f_1_Gender_male_1 int64	f_2_Weight_kg int64	f_3_Height_cm int64	f_4_NYHA_class int64	f_5_Diastolic_blood_pressure_mmHg int64	f_6_Systolic_blood_pressure_mmHg int64	f_7_HF_etiology_Diagnosis string	f_8_Diabetes_yes_1 int64	f_9_History_of_dyslipemia_yes_1 int64	f_10_Peripheral_vascular_disease_yes_1 int64	f_11_History_of_hypertension_yes_1 int64	f_12_Prior_Myocardial_Infarction_yes_1 int64	f_13_Prior_implantable_device string	f_14_Prior_Revascularization string	f_15_Syncope string	f_16_daily_smoking_cigarretes_day int64	f_17_smoke_free_time_years int64	f_18_cigarettes_year int64	f_19_alcohol_consumption_standard_units int64	f_20_Albumin_g_L float64	f_21_ALT_or_GPT_IU_L float64	f_22_AST_or_GOT_IU_L float64	f_23_Normalized_Troponin float64	f_24_Total_Cholesterol_mmol_L float64	f_25_Creatinine_mol_L float64	f_26_Gamma_glutamil_transpeptidase_IU_L float64	f_27_Glucose_mmol_L float64	f_28_Hemoglobin_g_L float64	f_29_HDL_mmol_L float64	f_30_Potassium_mEq_L float64	f_31_LDL_mmol_L float64	f_32_Sodium_mEq_L float64	f_33_Pro_BNP_ng_L float64	f_34_Protein_g_L float64	f_35_T3_pg_dL float64	f_36_T4_ng_L float64	f_37_Troponin_ng_mL float64	f_38_TSH_mIU_L float64	f_39_Urea_mg_dL float64	f_40_Signs_of_pulmonary_venous_hypertension_yes_1 int64	f_41_Cardiothoracic_ratio float64	f_42_Left_atrial_size_mm float64	f_43_Right_ventricle_contractility_altered_1 float64	f_44_Right_ventricle_end_diastolic_diameter_mm float64	f_45_LVEF float64	f_46_Mitral_valve_insufficiency string	f_47_Mitral_flow_pattern string	f_48_Left_ventricular_posterior_wall_thickness_mm float64	f_49_Septal_thickness_mm float64	f_50_Left_ventricle_end_diastolic_diameter_mm float64	f_51_Left_ventricle_end_systolic_diameter_mm float64	f_52_Calcium_channel_blocker_yes_1 int64	f_53_Diabetes_medication_yes_1 int64	f_54_Amiodarone_yes_1 int64	f_55_Angiotensin_II_receptor_blocker_yes_1 int64	f_56_Anticoagulants_antitrombotics_yes_1 int64	f_57_Betablockers_yes_1 int64	f_58_Digoxin_yes_1 int64	f_59_Loop_diuretics_yes_1 int64	f_60_Spironolactone_yes_1 int64	f_61_Statins_yes_1 int64	f_62_Hidralazina_yes_1 int64	f_63_ACE_inhibitor_yes_1 int64	f_64_Nitrovasodilator_yes_1 int64	target int64
910	67	1	77	170	2	80	130	2	0	1	0	0	1	0	1	0	40	5	803,000	0	47.5	25	31	null	4.91	93	25	5.8	153	1.66	4.7	2.56	141	null	74.9	null	18	null	1.33	10.65	1	0.61	47	0	25	40	1	1.0	8	7	63	51	0	0	0	1	1	0	0	1	1	1	0	0	1	0
898	69	1	58	156	2	79	156	8	0	0	0	0	0	0	0	0	20	0	7,300	0	39	16	11	0.17	6.41	124	15	4.6	119	null	null	null	null	4,999	70	0.05	23	0.01	2.17	9.32	1	0.55	50	1	35	35	2	3.0	null	null	58	45	1	0	0	0	1	1	0	1	0	1	1	0	0	2
200	72	1	94	171	3	70	115	1	1	0	0	1	0	0	0	0	0	0	0	0	37	12	16	1.4	4.24	120	23	12.4	124	0.91	3.44	2.59	138	1,100	66.399	null	17.63	0.7	0.77	12.1	0	0.69	42	1	25	30	4	9.0	9	7	78	67	0	1	0	0	1	0	1	1	1	0	0	1	0	3
614	55	1	107	180	2	80	120	2	0	1	0	0	1	0	1	0	20	8	146,000	20	46.1	28	29	1	5.38	108	53	5.7	159	0.98	4.7	3.08	138	408	79	0.04	18	0.01	1.96	6.91	0	0.6	52	0	23	24	1	1.0	11	11	80	69	0	0	0	0	1	1	0	1	0	1	0	1	0	0
884	56	1	106	170	3	99	140	2	0	1	0	1	0	0	1	0	40	11	14,600	7	42	35	29	0.5	4.03	80	191	3.2	158	0.88	3.6	2.43	138	614	68	0.06	19	0.03	1.21	9.32	1	0.55	60	0	47	44	2	9.0	9	9	60	46	0	0	0	1	1	1	1	1	0	1	0	0	0	0
865	61	1	76	169	3	90	170	2	0	1	0	0	0	1	1	0	20	10	233,600	26	46.1	45	33	null	8.71	109	101	5.3	162	1.55	4.6	6.05	142	797	78.8	0.05	15	null	2.43	4.49	1	0.55	47	0	33	49	2	9.0	10	11	52	39	0	0	0	0	1	1	0	0	0	1	0	1	0	0
384	75	1	70	162	3	65	100	2	0	0	0	0	1	5	1	0	20	10	219,000	0	34	24	21	1	3.59	124	46	4.7	81	1.27	3.9	2.04	143	859	63	null	23	0.01	0.1	9.32	1	0.57	47	0	null	25	4	9.0	11	11	64	null	0	0	1	0	1	1	0	1	0	1	0	1	0	0
373	56	1	68	164	2	55	130	2	0	0	0	1	1	0	1	0	60	1	832,200	7	45	22	16	1	3.98	88	23	5.6	137	1.06	5	2.38	140	1,192	72	null	15	0.01	2.21	7.82	0	0.5	37	0	null	20	1	2.0	11	10	69	56	0	0	0	0	1	1	0	0	0	1	0	1	0	0
405	50	1	77	174	2	70	110	1	0	0	0	0	0	0	0	0	3	3	32,850	20	45.3	9	15	null	5.97	93	11	5.4	139	1.32	3.9	4.09	139	81	71.8	null	18	null	1.16	6.16	0	0.5	42	0	35	49	1	0.0	10	11	58	43	0	0	0	1	0	1	0	1	1	0	0	0	0	0
488	79	0	58	149	3	80	110	2	1	1	1	1	1	4	0	0	0	0	0	0	42.5	11	16	1	5.64	119	12	6.7	118	1.09	4.2	3.7	143	6,699	71	0.05	21	0.01	2.98	12.03	1	0.69	48	0	18	23	4	3.0	10	10	62	54	0	1	0	0	1	1	0	1	1	0	0	1	1	0
480	76	1	83	169	2	80	130	2	1	1	1	0	1	4	3	0	20	20	262,800	20	46.7	18	19	1	5.38	101	33	8	138	1.27	4.2	3.13	136	200	81	0.05	17	0.01	1.46	7.8	0	0.52	51	0	25	38	0	1.0	14	14	60	43	1	1	0	1	1	1	0	1	0	1	0	0	1	3
142	73	0	79	155	3	50	95	4	0	0	0	1	0	3	0	0	0	0	0	0	43.8	14	11	1	4.7	95	14	6.5	135	null	3.64	null	141	6,343	63.6	null	15.5	0.01	5.78	13.9	1	0.5	43	1	19	20	3	0.0	11	13	65	null	0	0	0	0	1	1	0	1	1	0	0	1	0	0
152	69	0	66	153	2	100	180	4	1	0	0	1	0	0	0	0	0	0	0	0	43.4	22	31	1	5.05	73	70	5.2	133	null	3.66	null	140	null	72.7	null	null	0.01	1.74	7.2	0	0.5	60	1	30	65	2	9.0	11	13	45	null	0	0	0	0	1	0	1	1	0	0	0	1	0	1
560	50	1	65	168	2	60	100	1	0	0	0	1	0	0	0	0	15	0	136,875	0	45	20	21	5	4.22	264	11	5.9	178	2.17	4.9	1.24	142	8,083	84	0.03	14	0.3	1.33	18.47	0	0.5	33	0	35	52	1	1.0	10	8	49	35	0	0	0	0	1	1	1	0	0	0	0	1	0	0
277	73	1	82	159	3	70	140	2	1	1	0	0	1	0	2	0	40	10	730,000	0	41	21	20	0.2	4.03	118	19	15.7	144	1.14	3.79	2.07	141	678	65	0.0396	13.66	0.1	1.3	3.4	0	0.5	44	1	31	25	1	1.0	10	10	66	57	0	1	0	0	1	1	0	1	0	1	0	1	1	0
471	78	1	75	159	2	70	140	3	0	0	0	0	0	0	0	0	20	10	365,000	80	42	19	24	1	7.03	120	34	5.7	127	1.86	4.84	4.73	139	null	67.3	0.0483	16.58	0.5	0.67	10	0	0.52	51	1	30	34	2	9.0	15	15	61	49	0	0	0	1	1	0	0	1	0	0	0	1	0	2
360	59	1	64	166	2	90	120	3	0	0	0	0	1	0	0	0	40	0	14,600	64	40	27	13	0.5	5.4	80	85	5.9	120	0.8	4.7	1.45	137	null	65	0.05	14	0.03	2.3	7.32	0	0.58	52	1	30	36	4	3.0	8	9	60	49	0	0	0	0	1	1	0	1	0	1	0	0	0	0
23	58	1	94	188	2	75	130	2	0	1	1	1	1	0	1	2	10	6	80,300	0	44.5	17	22	1	5.48	94	20	5.6	143	1.37	4	3.62	142	492	68	0.06	17	0.01	2.75	7.12	0	0.58	48	0	25	37	2	2.0	11	13	62	53	0	0	0	0	1	1	0	1	0	1	0	0	0	0
86	67	1	78	171	3	60	110	1	1	0	0	1	0	0	0	0	20	1	328,500	10	47.9	16	16	1	5.56	139	21	7.6	151	1.55	4.8	2.97	138	322	80	0.03	25	0.01	1.48	13.14	1	0.51	38	0	30	35	0	1.0	9	9	58	45	0	0	1	0	1	0	0	1	0	0	0	1	0	1
681	85	1	69	164	2	70	160	1	0	0	0	1	0	0	0	0	2	15	43,800	20	42	19	21	null	5.31	86	31.5	5.71	164	1.91	4.4	2.82	138	407	72.3	0.0507	11.37	null	3.67	6	0	0.5	41	0	28	30	1	1.0	10	12	65	46	0	0	0	0	1	0	0	0	0	0	0	1	0	0
817	81	0	49	145	3	90	180	8	0	0	0	1	0	0	0	0	0	0	0	0	42	19	33	2.4	4.69	209	41	3.94	131	1.1	4.54	3.01	139	null	81	0.0441	22.5	1.2	1.27	26.1	0	0.66	48	0	40	65	1	9.0	15	19	39	27	0	0	0	0	1	0	1	1	1	0	0	1	0	3
590	61	1	90	173	2	50	110	2	1	0	0	0	0	0	1	0	50	2	730,000	0	44	45	31	1	3.49	97	20	7.4	126	0.8	5.2	1.66	141	848	71	null	17	0.01	0.98	6.99	0	0.48	40	0	null	35	1	1.0	12	12	59	null	0	1	0	0	1	1	0	0	0	1	0	1	0	0
452	74	0	83	162	2	80	140	1	0	0	0	0	0	0	0	0	0	0	0	0	46	30	25	null	3.98	79	22	9.4	118	0.72	4.4	2.43	138	146	77.5	null	6	null	34.49	6.82	0	0.53	38	0	34	35	1	1.0	12	10	51	34	0	0	0	0	1	1	0	1	1	0	0	0	0	0
581	50	1	85	165	2	65	100	1	0	0	0	0	0	0	0	0	20	0	233,600	0	41.5	10	13	1	5.2	89	18	5.7	140	0.94	4.22	3.37	141	233	68.1	null	null	0.01	0.93	4.7	0	0.6	46	0	15	39	1	2.0	12	11	63	52	0	0	0	0	1	1	0	1	1	1	0	1	0	0
190	75	1	77	157	2	85	160	8	1	1	0	1	0	0	0	0	0	0	0	0	39	25	22	0.4	3.83	123	20	13.2	136	0.93	4.32	2.22	139	918	71.6	0.0585	12.73	0.2	1.16	8.3	0	0.5	43	0	25	45	1	1.0	11	14	54	31	0	1	0	0	1	1	0	1	0	1	0	1	0	0
58	78	1	77	163	2	70	145	2	1	1	0	1	1	0	0	0	30	0	678,900	0	36.9	16	15	3	4.53	171	27	8.5	121	1.29	5.1	2.66	139	8,283	77	0.04	17	0.03	1.79	13.14	0	0.56	53	0	34	30	3	9.0	10	10	74	64	0	1	0	0	1	1	1	1	0	1	0	1	0	2
117	41	0	97	160	2	70	120	1	1	1	0	1	0	0	1	0	15	1	109,500	0	38	25	11	1	5.4	88	29	9.8	129	1.14	4.7	3.05	136	642	70	null	14	0.01	1.87	6.99	0	0.5	47	0	null	35	3	0.0	11	11	53	null	0	0	0	1	1	0	0	1	0	1	0	1	1	0
828	59	1	100	170	2	80	130	2	0	1	0	1	1	0	1	0	20	3	58,400	0	42	26	19	1	3.65	74	24	5.3	156	0.83	4.1	2.2	140	105	68	null	18	0.01	1.03	4.99	0	0.57	62	0	null	33	1	9.0	12	11	62	52	0	0	0	0	1	1	0	0	0	1	0	1	0	0
684	74	0	76	148	2	90	180	8	0	0	0	1	0	0	0	0	0	0	0	0	38	10	16	0.8	6.52	99	13	5.27	127	1.49	3.8	4.57	138	2,397	81.3	0.0369	18.09	0.4	0.71	8.1	0	0.6	56	0	34	50	1	9.0	14	15	51	39	0	0	0	0	1	0	1	1	0	0	0	1	0	0
746	81	1	77	178	2	60	110	2	0	1	0	0	1	0	0	0	0	0	0	10	38	19	13	0.4	4.34	79	6	5.2	127	1.4	3.9	2.85	143	1,511	69	0.04	21	0.2	1.54	8.9	0	0.53	54	1	41	20	2	3.0	10	11	83	null	0	0	0	1	1	0	0	1	0	1	0	0	1	0
276	69	0	55	150	2	70	120	1	0	0	0	0	0	0	0	0	0	0	0	0	43	11	17	null	5.84	113	13.9	5.03	131	1.95	4.74	3.09	142	267	80	0.0432	13.91	null	1.51	9	0	0.5	35	0	21	25	1	1.0	11	11	50	35	0	0	0	0	0	0	1	1	0	0	0	1	0	0
579	65	1	93	176	2	70	130	2	1	0	0	1	1	0	1	0	0	0	0	0	40.7	57	24	1	2.96	106	95	8	121	1.11	4.56	1.45	144	12,518	66.2	null	null	0.01	1.43	6.8	1	0.6	48	1	30	20	1	0.0	8	9	55	null	0	1	0	0	1	1	0	1	1	1	0	1	0	2
617	77	1	68	163	2	85	140	2	0	1	0	1	0	0	2	0	0	0	0	0	48.3	15	26	4	4.84	138	22	5.3	146	1.47	4.1	2.72	136	1,071	74	0.04	15	0.04	6.33	13.36	0	0.53	46	0	26	50	1	1.0	15	16	46	38	0	0	0	0	1	1	0	1	0	1	0	1	0	0
135	67	0	98	171	2	85	120	4	0	1	1	1	0	0	0	0	0	0	0	0	40.8	38	26	1	4.8	73	257	4.4	125	1.13	3.8	2.81	143	683	68.1	null	null	0.01	1.3	7.5	0	0.5	63	0	19	55	2	9.0	13	15	48	28	0	0	0	0	1	0	1	1	0	1	0	1	0	0
293	71	1	76	173	3	80	115	2	0	0	1	0	1	0	0	0	40	6	730,000	60	47.8	44	51	2	3.47	109	112	5.4	134	1.32	4.7	1.68	142	5,342	76	0.05	17	0.02	3.26	4.23	0	0.62	57	1	31	22	3	9.0	9	9	71	64	0	0	0	0	1	1	0	1	1	1	0	1	0	0
273	74	1	90	184	3	70	125	1	1	0	0	1	0	0	0	0	20	1	160,600	0	40.5	17	19	0.4	3.61	93	22	3.19	149	1.7	5.11	1.73	144	1,081	68	0.024	16.52	0.2	0.62	10.3	0	0.55	46	1	35	28	1	9.0	11	11	70	40	0	1	0	0	0	1	1	1	1	0	0	1	1	3
519	64	0	68	152	2	60	110	8	0	0	0	1	0	0	0	1	0	0	0	0	46	15	11	1.67	4.71	150	18	5.7	109	0.52	4.6	2.77	141	76	71	0.05	20	0.1	0.26	17.31	0	0.5	40	0	30	30	2	1.0	11	11	58	38	0	0	1	0	0	1	1	1	1	0	0	1	1	0
321	63	1	80	174	2	60	100	2	1	1	0	1	1	0	1	0	30	1	492,750	0	42.4	22	17	1	4.14	112	30	8.9	116	0.98	4.6	2.35	137	2,125	74	0.02	11	0.01	32.51	6.45	0	0.56	42	0	24	40	0	1.0	14	15	62	48	0	1	1	0	1	0	0	1	0	1	0	1	1	2
852	75	0	57	158	3	80	130	8	0	1	1	1	0	0	0	0	0	0	0	0	50.1	15	16	1	6.28	79	16	4	131	1.81	4.1	4.11	137	1,619	71	0.04	15	0.01	5.04	4.68	0	0.56	50	0	17	68	2	9.0	14	14	48	30	0	0	0	0	1	1	1	1	1	1	0	1	0	0
476	76	0	60	160	2	80	140	1	0	0	0	0	0	0	0	0	0	0	0	0	36.7	22	24	1	4.4	108	67	4.7	114	1.63	4.3	2.28	140	2,094	67	0.04	17	0.01	3.58	13.14	0	0.63	63	0	27	24	3	9.0	10	12	63	46	0	0	0	0	1	0	1	1	1	0	0	1	0	3
380	55	1	95	160	2	60	100	1	0	0	0	0	0	0	0	2	0	0	0	10	41	34	23	0.0833	4.63	124	106	5.4	148	1.01	4.7	2.77	137	162	65	0.05	18	0.005	1.29	5.83	0	0.6	42	0	16	22	0	1.0	7	10	73	57	0	0	1	0	0	1	0	1	0	0	0	1	0	0
300	67	1	73	160	3	60	85	2	0	1	0	0	1	0	0	0	20	2	401,500	0	43.5	16	25	1	5.59	102	79	4.9	149	0.93	4.1	3.8	137	3,736	77	0.04	18	0.01	5.04	6.01	1	0.67	55	1	35	25	2	9.0	10	10	67	54	0	0	0	0	1	0	1	1	0	1	0	1	0	2
448	72	1	54	151	2	80	150	1	0	1	0	0	0	0	0	0	20	1	365,000	10	40	19	22	1.6	6.67	129	20	5.41	160	1.49	4.5	4.48	141	624	67	0.0615	11.73	0.8	6.94	11.9	0	0.47	35	0	35	30	1	1.0	9	12	57	45	0	0	1	0	1	0	0	1	0	0	0	1	0	0
956	63	0	67	151	2	94	163	8	1	0	0	1	0	0	0	0	0	0	0	10	43	16	12	0.08	5.38	53	12	6.7	128	1.4	4.7	3.28	141	null	70	0.05	17	0.005	2.35	6.32	0	0.5	38	null	35	30	1	1.0	9	8	61	52	0	1	0	1	1	1	0	1	0	0	0	0	0	0
855	78	1	103	169	2	80	150	2	0	1	0	1	0	0	0	0	0	0	0	0	36.4	13	15	1	6.08	85	20	6	164	1.14	4.6	4.16	142	2,390	69	0.05	17	0.01	2.65	8.69	0	0.54	41	0	14	38	1	1.0	10	10	52	41	0	0	0	0	1	1	0	1	1	0	0	1	1	0
225	53	1	66	160	2	50	130	8	0	0	0	1	0	0	0	0	20	15	131,400	3	27	18	21	0.6667	3.15	124	48	3.8	83	1.14	5.6	1.71	138	137	60	0.04	14	0.04	2.4	11.32	0	0.45	44	0	28	55	1	0.0	11	14	68	49	0	0	0	0	0	1	0	1	0	0	0	1	0	0
640	59	1	83	168	2	80	145	2	0	1	0	1	0	0	0	1	20	1	328,500	20	44.4	40	23	1	5.43	95	27	5.6	176	1.09	3.9	3.7	140	1,780	70	0.06	16	0.01	1.08	9.13	0	0.51	47	0	30	62	1	1.0	17	18	49	32	0	0	0	0	1	1	0	0	0	1	0	0	1	0
166	48	0	69	168	2	65	110	2	0	0	0	0	1	0	0	0	30	1	295,650	0	44	31	18	1	3.83	88	14	4.9	138	1.55	4.4	1.86	144	572	71	0.03	27	0.01	3.91	3.66	0	0.6	39	0	19	42	1	2.0	9	9	52	40	0	0	0	0	1	1	0	1	0	1	0	1	0	0
378	68	1	80	162	2	84	135	2	0	1	0	1	1	0	2	0	60	16	876,000	0	45	14	19	null	5.66	256	13	4.7	151	1.24	4.3	3.54	137	1,858	69	null	15	null	0.6	13.48	0	0.62	35	0	null	20	1	1.0	11	11	55	null	1	0	0	0	1	1	0	1	0	1	0	0	0	0
672	80	1	66	160	3	100	210	2	1	0	0	1	0	0	0	1	0	0	0	21	37	25	9	null	3.62	159	124	4.9	null	0.91	3.9	2.15	141	null	64	0.05	14	null	1.33	13.81	0	0.6	null	null	null	35	0	9.0	null	null	null	null	0	1	0	0	1	1	1	1	0	0	0	1	1	3
667	75	1	75	181	2	90	135	2	0	1	0	1	1	1	2	1	70	18	25,550	0	40	16	14	0.67	3.8	177	35	4.2	137	0.88	3.9	2.12	137	2,029	73	0.05	17	0.04	1.45	15.47	0	0.55	48	1	41	30	1	9.0	12	12	65	54	0	0	0	0	1	1	0	1	0	1	0	1	1	0
334	76	1	82	149	3	60	110	2	1	1	0	0	1	0	0	0	80	14	1,051,200	0	47.3	22	19	2	5.61	118	41	12	169	1.22	4.8	3.31	138	4,315	80	0.05	18	0.02	1.04	14.03	1	0.63	42	0	20	20	2	1.0	11	11	57	51	0	1	0	0	1	0	0	1	1	1	0	1	1	2
882	48	1	80	174	2	90	140	3	0	1	0	1	0	0	0	0	60	0	21,900	0	44	13	14	0.5	4.71	80	20	6.5	142	0.85	4.6	3.39	137	283	69	0.06	13	0.03	1.5	6.32	0	0.5	40	1	33	33	2	3.0	9	12	60	40	0	0	0	0	0	1	0	1	1	1	0	1	0	0
464	47	1	88	189	2	70	115	5	0	0	0	0	0	0	0	0	0	0	0	0	43.4	25	19	1	5.66	107	22	4.7	117	1.22	3.73	3.4	141	435	69.9	null	null	0.01	2.72	9.2	0	0.4	40	1	19	55	0	1.0	13	10	48	29	0	0	0	0	1	1	1	1	0	0	0	1	0	0
324	78	0	52	150	2	60	110	2	0	1	0	0	1	0	0	0	0	0	0	20	48.09	10	25	1	6.39	139	79	4.9	134	1.37	4.7	4.53	137	1,990	82	0.05	18	0.01	3.25	12.69	0	0.58	44	0	25	24	3	1.0	8	8	66	57	0	0	0	0	1	1	0	1	1	0	0	1	0	2
537	46	1	85	168	2	70	110	2	0	0	0	0	1	4	1	0	15	12	93,075	0	46	91	33	0.1667	3.78	80	50	7.2	159	1.16	4.5	2.22	141	172	74	0.04	15	0.01	1.25	5.49	0	0.6	43	0	31	22	0	2.0	11	13	73	57	0	0	0	0	1	1	0	0	0	1	0	1	0	0
84	67	1	89	164	2	80	140	2	1	1	0	1	1	0	2	0	20	7	328,500	10	42.59	16	10	1	4.91	115	16	9	124	0.9697	4.4	2.51	140	697	68	0.04	14	0.01	0.673	8.24	0	0.55	44	0	25	50	1	1.0	14	14	68	58	0	1	0	0	1	1	1	1	0	1	0	1	0	1
728	69	1	89	170	2	75	125	2	0	1	0	0	1	0	0	0	20	1	306,600	0	40.6	21	21	1	3.93	115	23	6	146	0.92	4.71	2.59	137	1,487	74.7	null	null	0.01	1.48	8.4	0	0.6	63	1	28	38	2	9.0	9	8	72	null	0	0	1	0	1	1	0	1	1	1	0	1	0	0
398	72	1	76	168	2	70	125	1	0	1	0	0	0	0	0	0	30	6	547,500	0	41	27	30	1	4.45	106	39	6.4	157	1.01	4	2.35	136	2,598	67	null	18	0.01	3.53	11.32	0	0.65	49	0	null	10	2	1.0	11	10	84	77	0	0	0	1	1	1	1	1	1	0	1	0	0	0
173	45	1	120	172	2	60	100	2	0	0	0	1	0	0	0	0	60	1	657,000	0	45	41	25	null	3.7	97	206	5.1	143	0.98	4.4	2.4	136	2,037	73	0.04	27	null	2.87	8.65	1	0.4	50	1	41	30	1	3.0	9	10	61	48	0	0	0	0	1	1	0	1	1	1	0	1	0	2
97	56	0	60	140	3	80	140	1	1	1	0	1	0	0	0	0	0	0	0	20	37	66	66	null	5.64	80	23	6.3	133	1.16	5.2	3.96	138	2,081	70	0.05	19	null	5.52	4.99	1	0.65	54	1	28	38	3	9.0	9	7	59	40	0	1	1	0	1	1	1	1	0	0	0	1	0	0
499	74	0	78	148	3	70	105	2	0	1	0	1	0	4	0	0	0	0	0	0	43	12	15	1	4.65	115	17	5.6	122	0.96	4.5	2.56	142	531	77	0.05	16	0.01	3.51	11.36	1	0.63	40	1	24	33	0	1.0	11	13	64	57	0	0	0	1	1	1	0	1	1	1	0	0	1	0
523	72	0	55	146	2	80	120	8	0	1	0	1	0	0	0	0	0	0	0	0	42	24	23	0.17	4.68	97	18	4.3	132	1.4	4.8	2.61	141	103	71	0.05	19	0.01	0.94	8.82	0	0.45	58	1	35	30	3	null	11	10	58	40	0	0	0	0	1	1	0	1	1	1	0	1	0	0
622	59	1	105	172	3	80	120	2	1	1	0	1	1	0	2	1	20	5	146,000	10	38.1	20	22	1	5.46	102	24	11.2	152	0.96	4.4	2.64	138	135	73	0.04	14	0.01	3.56	12.03	0	0.56	52	0	23	22	0	1.0	9	10	67	60	0	1	0	0	1	1	0	1	1	0	0	1	1	0
809	68	1	80	171	2	85	160	2	1	1	1	1	1	0	0	0	20	5	219,000	10	40.7	14	15	null	4.65	101	16	9	156	1.06	4.7	2.46	145	1,345	68.2	null	13	null	3.1	7.32	0	0.59	58	0	26	40	0	2.0	16	18	71	56	0	1	0	0	1	1	0	1	0	1	0	1	1	0
261	50	1	91	176	2	100	160	3	1	1	0	1	0	0	0	0	6	0	65,700	100	39	28	20	0.6	4.29	88	39	9	148	0.78	3.41	3.4	140	1,825	66.2	0.0402	17.78	0.3	0.95	3.9	0	0.52	41	0	32	60	1	2.0	15	14	67	45	0	1	0	0	1	1	1	1	0	1	0	1	0	0
831	66	1	85	162	2	80	140	7	0	1	1	0	0	0	0	0	4	20	7,300	10	50	21	22	null	6.47	70	26	6.1	150	1.55	4.6	4.37	141	54	73.4	null	16	null	1.16	5.99	0	0.5	45	0	26	68	0	0.0	13	23	55	33	1	0	0	0	0	0	0	0	0	0	0	0	0	0
351	69	1	80	164	2	60	110	1	0	1	0	1	0	3	0	0	40	10	584,000	0	45	18	20	0.5	4.42	115	45	5	150	1.34	5	2.66	138	2,834	67	0.04	20	0.03	4.09	8.15	0	0.65	47	0	38	37	2	1.0	10	11	80	70	0	0	1	1	1	1	1	1	1	0	0	0	0	0
35	62	1	82	160	3	80	110	3	0	1	1	1	0	0	0	0	8	0	116,800	250	44.1	19	17	1	6.52	129	55	4.5	117	1.27	3.9	4.27	142	924	73	0.05	18	0.01	0.57	15.36	1	0.62	47	0	28	30	3	3.0	15	15	72	61	0	0	0	0	1	0	0	1	1	0	0	1	0	0
203	79	1	73	161	2	90	150	1	0	0	0	1	0	0	0	0	0	0	0	0	33	24	46	1	3.26	119	149	4.2	125	1.73	4.58	1.71	140	5,971	66.3	0.0642	19.53	0.5	1.68	7.2	0	0.63	48	1	39	30	1	9.0	9	12	60	50	0	0	0	1	1	0	1	1	0	0	0	1	1	0
495	55	1	85	159	2	80	150	8	1	0	0	1	0	0	0	0	40	5	511,000	10	41.3	24	19	1	4.19	91	24	11.6	103	1.11	4.3	2.46	139	103	72	0.04	15	0.01	1.04	8.02	0	0.51	39	0	21	39	0	1.0	12	12	58	47	0	1	0	1	1	0	0	0	0	0	0	1	0	0
118	65	0	62	160	2	54	130	1	0	1	0	1	0	0	0	0	0	0	0	0	35	16	15	1	3.47	62	17	4.9	117	1.09	4.5	1.86	140	173	62	null	13	0.01	1.03	6.99	0	0.51	40	0	null	30	1	1.0	12	13	58	40	0	0	0	0	0	1	0	0	0	1	0	1	0	0
136	56	0	83	163	3	65	110	4	0	1	1	0	1	1	1	0	20	7	109,500	0	38.2	19	19	1	4.66	110	70	5.6	86	0.98	3.39	3.86	135	1,036	68.1	null	null	0.01	1.87	8.4	1	0.5	62	1	30	40	1	9.0	10	7	44	null	0	0	0	0	1	0	1	1	1	0	0	0	1	3
238	41	1	81	174	2	80	140	2	1	1	0	0	1	0	1	0	30	1	164,250	0	38	26	20	1	4.63	106	25	13.3	129	0.91	4	3.88	130	null	68	0.02	20	0.01	3.28	6.66	0	0.79	50	0	22	35	1	0.0	10	11	58	47	0	1	0	1	1	1	0	1	1	1	0	0	0	0
5	70	1	83	165	2	75	105	2	1	0	0	0	1	0	1	0	20	5	401,500	10	44.1	26	19	1	4.91	101	21	5.6	135	1.4	4.8	3	140	3,437	71	0.04	14	0.01	2.88	8.46	0	0.56	50	0	30	34	2	0.0	13	13	65	57	0	1	0	0	1	1	0	1	1	0	0	1	1	0
399	77	1	61	152	2	57	118	2	0	1	0	0	1	5	1	0	20	20	365,000	0	42	21	49	1	5.09	106	101	6.7	144	1.55	4.1	2.87	138	3,993	76	null	19	0.01	1.03	6.66	0	0.6	56	0	null	25	3	9.0	13	14	57	38	0	0	0	0	1	1	0	1	0	1	0	1	0	0
577	71	1	63	164	2	70	115	2	0	1	1	1	1	0	3	0	20	1	292,000	0	42.4	33	36	1	4.86	125	114	6	129	0.9	3.94	2.92	140	1,139	67.2	null	null	0.01	1.56	11.6	0	0.5	45	0	19	18	3	0.0	10	11	65	null	0	0	0	1	1	0	1	1	0	1	0	0	1	2
440	74	1	76	164	2	80	110	8	0	0	0	1	0	0	0	0	25	1	501,875	0	33.8	25	24	2	5.71	106	19	4.3	144	1.36	4.05	3.85	132	557	57.7	null	null	0.02	0.37	6.8	0	0.5	46	0	19	70	0	9.0	14	16	52	null	1	0	0	0	1	0	0	0	0	0	0	0	0	0
623	50	1	80	169	2	100	180	3	0	0	0	1	0	0	0	0	0	0	0	100	44.69	23	24	1	4.6	82	35	6.3	154	0.88	4.8	2.95	140	746	76	0.03	15	0.01	1.01	8.69	0	0.56	44	0	28	35	1	3.0	10	11	54	48	0	0	0	0	1	1	0	1	0	0	0	1	0	1
750	48	1	70	170	2	70	105	2	0	1	0	1	1	0	2	0	10	0	102,200	0	45.7	30	29	1	6.69	94	194	5.3	131	1.08	4	5.11	134	2,954	77.8	null	null	0.01	1.45	5.2	0	0.5	49	1	30	17	2	0.0	10	11	77	null	0	0	0	0	1	1	0	1	1	1	0	1	1	0
644	77	1	99	167	2	80	170	2	0	1	1	1	1	0	2	0	20	3	365,000	0	43	11	21	0.2	4.22	136	21	4.4	160	1.16	4.1	2.17	142	686	74.9	0.0543	14.54	0.1	0.42	9.6	0	0.51	51	0	23	40	0	1.0	11	11	61	48	1	0	0	0	1	0	0	1	0	1	0	1	0	0
467	82	1	57	159	2	75	145	2	1	1	0	0	1	0	0	0	20	1	365,000	0	42.1	23	18	1	3.53	127	12	13	122	1.1	4.93	1.95	137	1,025	70	null	null	0.01	1.26	11.5	0	0.5	48	0	null	25	2	0.0	10	12	60	null	0	1	0	0	1	0	1	1	0	1	0	1	1	1
48	70	1	88	170	2	70	120	2	1	1	0	0	1	0	0	0	10	30	91,250	20	41.4	24	18	1	3.78	118	77	9	139	1.09	4	2.04	142	2,542	74	0.05	18	0.01	2.21	8.91	0	0.6	55	1	35	25	3	9.0	8	9	78	65	0	0	0	0	1	1	1	1	1	1	0	1	0	2
375	54	1	72	171	2	66	113	1	0	1	0	0	0	0	0	0	40	1	116,800	20	43	30	21	1	5.28	80	82	5.8	150	1.03	4.4	3.03	135	47	69	null	13	0.01	1.42	6.82	0	0.62	50	0	null	43	1	1.0	12	12	52	39	0	0	0	0	1	1	0	1	0	1	0	1	0	0
179	58	1	103	165	2	60	120	2	1	0	0	1	0	0	0	0	0	0	0	0	42	9	14	0.4	5.33	133	21	6.6	150	1.06	3.88	3.52	147	761	72.9	0.0636	15.97	0.2	1.66	7.6	0	0.54	47	0	21	50	1	2.0	13	13	65	51	0	1	0	0	1	1	0	1	0	0	0	1	1	0
446	80	1	76	168	3	80	130	8	0	0	1	1	1	2	0	0	20	9	423,400	0	41	43	38	null	3.85	83	46	8	118	0.8	4.5	2.07	138	2,649	83.1	null	3	null	13.2	5.49	1	0.57	39	0	19	45	0	9.0	10	21	40	28	1	0	0	0	1	1	0	1	0	1	0	0	1	0
270	73	0	90	149	3	90	180	2	1	1	0	1	0	0	2	0	0	0	0	0	38	44	30	0.6	3.9	124	99	9.7	121	1.11	4.76	2.12	140	4,186	73.3	0.0126	12.81	0.3	3.12	13.7	0	0.73	50	0	37	30	1	2.0	16	15	64	45	0	1	0	1	1	1	0	1	1	1	0	0	1	1
386	76	1	84	163	2	88	133	1	0	0	0	1	0	0	0	0	0	0	0	0	36.5	20	18	1	4.6	106	39	6.1	148	1.3	4.6	2.87	139	870	67	null	17	0.01	1.72	8.49	0	0.6	41	0	null	37	1	9.0	10	10	45	null	0	0	0	0	1	1	0	0	0	0	0	1	0	0
679	86	1	80	166	2	93	139	2	1	0	1	1	1	0	0	0	20	20	7,300	0	42	16	16	0.83	4.84	80	7	7.3	146	1.78	4.2	2.46	137	1,329	70	0.06	16	0.05	0.63	9.48	0	0.7	70	1	35	33	2	9.0	12	13	85	71	1	0	0	0	1	0	1	1	1	0	0	1	1	0
900	75	1	91	177	2	80	130	1	1	0	0	1	0	0	0	0	20	5	365,000	20	42	21	18	2	3.41	88	74	14.5	156	1.34	4	1.58	140	3,298	70	null	14	0.02	6.45	6.49	0	0.62	44	0	null	47	1	9.0	9	9	70	52	0	1	0	1	1	1	0	0	0	1	0	1	1	0
843	63	1	59	162	2	80	110	2	0	0	0	0	1	0	0	0	20	1	328,500	0	47.3	22	22	2	9.46	120	170	5.3	156	1.93	5.07	6.65	137	1,975	76.4	null	null	0.02	1.84	11.7	0	0.5	45	1	27	20	2	0.0	9	12	63	55	0	0	0	0	1	1	0	1	1	0	0	1	0	0
445	64	1	93	174	2	57	103	9	0	1	0	0	0	0	1	0	40	7	657,000	10	41.8	37	23	null	5.48	111	21	4.8	151	2.09	4.4	2.82	140	146	68.2	null	20	null	1.55	10.48	0	0.41	41	0	25	38	2	1.0	7	11	54	44	1	0	1	0	1	1	0	0	0	1	0	1	1	0
76	63	0	65	152	3	60	105	1	0	1	0	0	0	4	0	0	0	0	0	0	41	7	18	1	5.59	111	14	4.8	137	1.63	4.7	3.39	144	2,093	74	0.05	15	0.01	4.05	11.58	0	0.61	43	1	26	30	2	9.0	11	11	69	54	0	0	0	0	1	0	0	1	1	1	0	1	0	0
229	69	0	57	150	3	70	110	1	1	1	0	1	0	0	0	0	0	0	0	0	34	10	16	0.8333	3.44	285	13	12.5	122	1.32	5.4	1.71	139	656	74	0.06	17	0.05	6.87	23.46	1	0.6	44	0	24	21	1	0.0	10	8	59	42	0	1	0	0	1	1	0	0	0	0	0	1	1	3
759	67	1	65	165	2	60	150	2	1	1	0	1	1	2	1	2	0	0	0	3	41	29	31	1	3.88	133	100	8.3	143	1.29	4	2.12	140	1,270	74	null	12	0.01	2.14	8.32	0	0.48	36	0	22	38	1	2.0	8	9	57	44	0	1	0	0	1	1	0	0	0	1	0	1	1	0
208	64	1	80	170	3	65	100	2	1	1	0	0	1	0	0	0	60	15	657,000	0	39.7	34	26	1	4.13	200	47	10.67	146	0.9	4.8	2.33	132	2,365	75	0.0312	15.14	0.5	0.77	29.3	0	0.5	45	0	24	40	1	2.0	12	13	62	56	0	0	0	0	1	0	0	1	1	1	0	1	1	2
749	52	1	61	168	3	65	105	2	0	0	0	0	1	0	0	0	30	0	350,400	0	37.9	49	46	9	5.29	126	75	6.2	120	0.99	5.43	3.78	136	11,001	68.4	null	null	0.09	3.64	13.5	0	0.5	48	1	30	21	3	0.0	8	11	69	null	0	0	0	0	1	1	0	1	1	1	0	1	1	0
319	61	0	85	168	2	80	140	8	0	0	0	1	0	0	0	0	0	0	0	10	47	25	32	1	4.65	89	17	5.4	146	0.98	4.4	3	141	485	71	0.04	12	0.01	0.706	7.12	1	0.62	44	0	24	30	0	1.0	14	14	69	59	0	0	0	1	1	0	1	0	0	1	0	0	0	0
318	71	1	57	168	3	50	85	2	0	1	1	0	1	3	0	0	30	9	657,000	61	44.6	20	19	1	5.59	123	57	5.7	129	1.86	4.5	3.36	142	2,206	70	0.05	17	0.01	0.954	4.9	1	0.56	45	0	28	30	1	1.0	8	10	67	51	1	0	0	0	1	0	0	1	1	1	0	0	1	2
621	66	1	117	178	2	105	160	2	0	1	0	1	1	0	3	0	20	2	306,600	5	45.59	29	21	1	4.55	99	55	10.3	156	1.01	4.2	2.79	146	419	75	0.05	14	0.01	2.79	8.02	0	0.54	52	0	24	50	1	1.0	13	15	53	42	0	0	0	0	1	0	0	0	0	0	0	1	0	0

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