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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
245
72
1
79
168
3
60
150
2
1
1
1
1
1
0
2
0
40
25
481,800
0
33
44
13
1
4.78
88
267
9.9
138
1.03
4.4
2.72
138
1,475
64
0.03
21
0.01
2.13
5.83
0
0.5
42
0
18
48
0
9.0
14
14
55
40
0
1
0
0
1
0
1
1
0
1
0
1
0
3
428
82
0
88
152
2
80
140
8
0
0
0
1
1
0
0
0
20
2
489,100
10
40
30
22
3
4.76
80
29
7
141
1.32
5.5
3.7
136
320
78
0.02
21
0.03
1.43
9.15
1
0.6
50
0
24
39
1
0.0
12
12
56
44
0
0
0
0
1
0
0
1
1
0
0
1
0
0
752
73
0
56
145
2
80
110
4
0
0
0
0
0
0
0
0
0
0
0
0
49.5
16
26
1
6.9
110
41
4.3
126
0.79
4.5
5.16
134
1,058
89.7
null
null
0.01
1.35
9.9
0
0.5
60
0
19
64
1
9.0
8
9
42
30
1
0
0
0
1
1
0
1
1
1
0
0
0
0
980
66
1
66
165
2
77
121
4
0
1
0
0
0
0
0
0
0
0
0
0
44
28
29
0.5
4.86
62
66
4.6
153
1.6
4.7
2.82
138
null
73
null
null
0.03
null
8.82
0
0.54
59
null
35
49
2
9.0
9
9
62
49
0
0
0
0
1
1
0
0
0
1
0
1
0
0
408
59
1
76
162
3
70
110
4
1
1
0
1
1
0
3
0
60
7
854,100
10
41
33
14
null
4.76
150
40
11.2
111
0.83
4.7
2.95
137
2,383
77
null
23
null
8.16
16.97
1
0.6
52
0
22
33
3
3.0
8
9
67
55
1
1
0
0
1
0
0
1
1
1
0
1
0
1
686
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
737
60
1
74
159
2
60
95
1
0
0
0
0
0
0
0
0
20
1
146,000
0
41.4
14
11
1
6
100
32
7.7
135
1.27
4.18
4.2
138
2,774
65.9
null
null
0.01
0.76
7.6
0
0.5
56
0
21
21
1
0.0
10
7
92
80
0
0
0
0
1
1
0
1
1
0
0
1
0
0
760
64
0
71
153
2
70
150
4
1
0
0
1
1
0
2
0
0
0
0
0
43.1
15
14
1
5.67
131
149
6.2
118
1.57
4.26
3.66
141
614
81.1
null
null
0.01
4.53
9.9
0
0.5
48
1
30
45
1
1.0
10
11
48
null
0
1
0
1
1
0
0
1
1
1
0
0
0
0
840
70
1
94
168
2
90
160
8
0
1
0
1
1
0
0
0
2
1
2,920
0
45.9
47
31
null
4.99
99
26
8.5
120
0.98
4.8
2.3
137
28
71.2
null
11
null
1.65
11.82
0
0.57
33
0
26
69
0
1.0
13
22
34
19
0
0
0
0
0
0
0
0
0
0
0
0
0
0
220
73
1
86
173
2
80
150
8
1
1
1
1
0
0
0
0
20
5
328,500
0
41
9
16
0.2
3.33
128
8
5.24
116
1.1
4.5
1.9
143
1,184
75
0.0273
13.94
0.1
1.07
6.5
0
0.5
45
0
27
70
1
2.0
20
20
56
37
0
1
0
0
1
0
0
1
0
1
0
1
1
0
157
76
0
71
155
3
100
150
1
0
1
0
1
0
0
0
0
0
0
0
0
37.7
85
63
1
4.47
105
199
8.8
150
1
3.84
2.85
141
6,915
69.7
null
null
0.01
1.09
8.1
1
0.6
55
1
23
30
1
1.0
9
11
60
null
0
0
0
0
0
0
1
1
0
0
0
1
0
0
813
54
1
75
178
2
90
160
2
0
0
0
1
1
0
0
0
40
1
584,000
0
42
14
17
0.6
4.42
94
15
5.3
152
1.09
4.18
2.75
139
null
67.9
0.0648
12.24
0.3
0.77
5.5
0
0.47
42
0
29
25
0
0.0
11
11
65
58
0
0
0
1
1
0
0
0
0
0
0
1
0
0
115
61
1
60
156
2
55
124
2
0
1
0
1
1
0
1
0
20
3
219,000
0
43
24
21
1
4.86
80
14
5
130
1.78
4.2
2.61
139
709
66
null
15
0.01
3.49
7.32
0
0.53
36
0
null
35
1
1.0
9
11
50
46
0
0
0
0
1
1
0
0
1
1
0
1
0
0
668
48
0
69
166
2
70
90
1
0
0
0
0
0
0
0
1
30
1
164,250
20
40
29
19
0.6667
6
72
30
5.8
125
1.01
4.4
4.01
141
220
69
0.05
11
0.04
1.55
5.99
0
0.5
44
0
29
40
1
1.0
9
9
49
42
0
0
0
0
1
1
1
1
1
0
0
1
0
0
427
63
1
67
162
2
70
140
1
0
0
0
1
0
0
0
0
20
0
284,700
7
45
16
19
0.6667
4.19
160
125
3.3
142
1.16
6.2
2.51
139
637
82
0.04
15
0.04
0.825
12.15
0
0.65
42
0
30
52
1
1.0
15
15
55
41
1
0
0
0
0
1
0
0
0
0
0
1
0
0
536
80
1
76
159
2
70
120
2
0
1
0
1
1
0
0
0
20
11
7,300
3
45
18
13
1.33
4.6
133
20
4.9
155
1.29
4.9
2.66
141
null
71
0.06
18
0.08
1.72
13.31
0
0.55
40
1
35
25
1
1.0
10
10
65
45
1
0
0
0
1
1
0
1
0
1
0
1
1
3
247
59
1
80
173
3
80
130
2
1
1
1
0
1
0
1
2
10
0
164,250
0
37
39
20
1
3.03
239
58
4.7
108
0.39
4.6
1.91
135
709
72
0.03
20
0.01
2.01
20.3
0
0.41
41
0
22
48
0
1.0
9
11
55
40
0
1
0
0
1
1
0
1
0
1
0
1
0
0
534
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
917
70
1
66
150
2
80
158
2
1
1
0
1
1
0
0
0
20
8
7,300
0
46
9
16
0.5
5.95
88
12
6.2
127
1.32
3.7
3.93
143
null
71
0.02
5
0.03
70.54
4.33
0
0.4
38
1
32
40
1
2.0
12
15
56
44
1
0
0
0
0
1
0
1
0
1
0
1
0
0
399
72
1
74
161
2
78
112
1
0
0
0
1
0
0
0
0
0
0
0
7
36
38
31
1
4.09
133
50
4.8
150
1.06
4.8
2.04
137
161
73
null
17
0.01
2.61
9.15
0
0.55
43
0
null
45
0
1.0
10
9
53
37
0
0
0
0
1
1
0
0
1
0
0
1
0
0
735
62
1
78
169
2
60
90
2
0
1
1
1
1
2
1
2
20
1
306,600
0
41.5
23
26
1
3.16
134
48
6.6
110
0.96
4.94
1.96
129
4,204
67.4
null
null
0.01
0.56
10.9
0
0.5
55
1
null
25
2
0.0
15
16
66
56
0
0
1
0
1
1
0
1
1
1
0
1
0
0
121
76
1
79
180
2
70
140
3
0
0
0
1
0
0
0
2
20
30
219,000
0
44
37
23
2
4.47
115
54
6.2
122
1.29
4.4
2.66
138
303
74
0.06
13
0.02
12.9
6.16
1
0.5
39
0
21
54
0
1.0
13
16
60
41
0
0
1
0
1
1
0
1
0
0
0
1
0
0
332
73
1
68
167
2
70
110
2
0
1
1
0
1
0
1
0
8
25
102,200
20
46.9
41
151
1
4.99
88
15
5.3
130
1.45
4
2.97
139
408
72
0.05
18
0.01
3.02
9.8
0
0.56
34
0
25
37
0
1.0
7
10
59
39
0
0
0
0
1
0
0
0
0
1
0
1
0
1
832
59
1
58
169
2
80
150
2
1
1
0
0
0
0
0
0
20
1
219,000
0
42.4
11
12
null
4.45
95
27
11.5
139
0.83
5.4
2.64
133
1,410
83.2
null
17
null
2.83
9.82
0
0.54
40
0
22
20
1
1.0
9
10
58
53
0
1
0
0
1
1
1
1
1
1
0
1
0
0
632
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
252
83
1
85
170
2
50
90
9
0
0
0
0
1
1
0
0
0
0
0
0
37.7
13
18
1
5.25
122
25
4.6
132
1.06
4.03
3.24
139
null
69.7
null
null
0.01
1.31
8.4
0
0.5
43
0
19
50
1
1.0
8
9
54
41
0
0
0
1
1
0
0
1
0
0
0
0
1
0
68
48
1
69
175
2
100
150
2
0
1
0
0
1
0
1
0
30
30
1,460
46
48.2
17
27
null
4.19
67
197
6
155
1.47
4.6
2.12
140
414
81.2
null
23
null
1.36
9.32
0
0.54
41
0
16
32
1
1.0
11
11
68
59
0
0
1
0
1
1
0
0
0
1
0
1
0
1
217
76
1
94
165
2
80
110
8
0
1
0
1
0
1
0
2
0
0
0
0
37
16
19
1
4.2
183
8
3.96
132
1.1
3.9
2.25
140
211
71
0.0282
12.07
0.5
1.85
12.1
0
0.49
42
0
36
70
1
1.0
14
14
60
40
0
0
0
0
1
0
0
1
1
1
0
0
1
0
908
65
1
74
172
2
90
125
2
1
1
0
0
0
1
0
1
0
0
0
14
41
14
10
0.5
3.72
88
23
10
139
0.96
4.4
2.46
137
670
74
0.06
18
0.03
0.46
10.48
0
0.55
60
0
41
35
2
9.0
9
12
65
39
0
1
0
0
1
1
1
1
0
1
0
0
0
0
974
68
1
60
162
2
64
92
1
0
0
0
1
0
1
0
2
20
12
7,300
7
27
15
28
null
3.49
186
349
4.8
117
0.78
5.2
2.09
134
null
51
0.04
15
null
9.94
25.79
0
null
null
null
null
30
0
9.0
null
null
null
null
0
0
0
0
0
1
0
1
1
0
0
0
0
3
557
44
1
68
162
2
70
100
1
0
1
0
0
0
0
0
0
40
0
438,000
0
41
19
29
16.667
6.8
97
21
4.5
174
0.83
4.5
5.17
138
628
68
0.06
17
0.1
1.09
4.99
0
0.55
36
0
21
43
0
1.0
7
10
51
40
0
0
0
0
1
0
0
0
0
1
0
1
0
0
965
53
1
81
170
2
69
120
2
0
0
0
1
0
0
2
2
0
0
0
14
45
24
20
1.17
4.47
80
12
5.8
140
0.93
4.7
2.74
134
null
72
0.04
15
0.07
1.26
5.49
0
0.55
50
1
32
40
0
0.0
9
10
64
50
0
0
0
0
1
1
0
0
0
1
0
1
0
0
906
70
1
91
172
2
68
125
1
0
1
0
0
0
2
0
0
40
20
14,600
9
43
31
16
0.5
4.68
115
161
5.7
155
0.52
4.6
3.36
139
1,455
68
0.05
17
0.03
0.49
15.47
0
0.55
61
0
35
30
3
3.0
12
10
60
40
0
0
0
0
0
1
0
0
1
0
0
1
0
0
910
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
480
84
1
64
153
3
75
120
2
1
0
0
0
1
1
0
0
20
1
438,000
0
43.6
12
22
1
3.87
103
92
6.5
144
1.72
4.32
1.89
135
null
64.4
null
null
0.01
1.53
9.5
1
0.6
55
1
35
20
2
0.0
10
6
62
53
0
0
0
0
1
0
0
1
1
0
0
1
1
1
444
65
1
113
176
2
80
140
8
0
0
1
1
0
0
0
0
60
12
700,800
70
38
40
28
1
5.09
88
115
8.3
168
1.03
4.2
3.44
139
339
76
null
8
0.01
5.21
3.83
0
0.6
75
0
22
60
1
9.0
8
12
64
40
0
0
1
0
1
0
1
0
0
0
0
1
0
3
325
75
1
63
157
2
80
160
3
0
1
0
1
1
0
0
0
20
2
467,200
60
52.19
13
23
1
5.3
84
38
6.6
145
1.34
4.6
3.31
141
1,121
79
0.05
16
0.01
2.43
5.79
0
0.51
46
0
25
39
2
2.0
10
11
62
54
0
0
0
0
1
0
1
1
0
1
0
1
0
0
527
83
1
68
161
2
80
160
1
1
1
0
1
0
0
0
0
0
0
0
0
43
15
17
0.2
5.78
104
74
9.65
142
1.4
4.05
3.77
139
null
68
0.0375
21.95
0.1
1.15
6.5
0
0.52
51
1
30
30
3
3.0
11
12
66
31
0
1
1
0
1
0
0
1
0
1
0
1
0
0
930
66
1
66
168
2
49
84
2
0
1
0
0
1
1
2
2
0
0
0
0
43
29
26
1
4.97
115
47
5.3
148
1.16
4.5
2.95
142
2,694
73
null
18
0.01
2.63
10.15
0
0.58
52
0
null
17
2
3.0
10
10
65
56
0
0
0
0
1
1
0
1
0
1
0
1
0
0
347
64
0
52
150
2
70
110
1
1
0
0
1
0
8
0
0
0
0
0
0
40
50
31
null
3.96
97
19
10.8
108
1.03
3.7
2.09
136
1,314
67
0.06
18
null
3.01
5.16
0
0.55
46
0
22
25
2
1.0
6
8
61
49
0
1
0
1
1
1
0
1
1
1
0
0
0
0
768
61
0
69
154
2
70
108
9
0
1
0
0
1
1
0
0
0
0
0
0
45
17
21
null
4.42
80
24
5.6
124
1.22
4.6
2.48
135
1,614
78
null
15
null
3.01
9.48
0
0.6
55
1
null
20
0
9.0
8
10
65
null
0
0
0
0
1
1
1
0
0
1
0
1
0
0
849
57
1
62
165
2
90
140
2
0
0
0
0
0
0
0
0
20
4
58,400
0
38.5
8
16
null
6.08
212
29
5.1
124
1.06
5.2
3.8
144
6,606
68.4
null
16
null
3.87
19.8
0
0.53
54
0
23
40
2
1.0
16
20
55
43
0
0
0
1
1
1
0
1
0
0
0
0
0
0
514
50
1
76
165
3
50
90
2
0
1
0
0
1
0
3
0
40
8
379,600
20
42.5
30
24
1
4.81
101
27
4.7
150
1.5
4.3
2.72
139
86
82
0.04
15
0.01
2.58
6.91
0
0.55
53
0
29
38
1
1.0
8
11
65
53
1
0
0
0
1
1
0
0
0
1
0
1
1
2
986
77
1
63
169
2
60
131
4
0
1
0
0
0
0
0
0
0
0
0
3
40
20
22
0.5
5.28
88
29
4.5
136
0.96
4.5
3.9
140
null
72
0.05
17
0.03
0.58
9.98
0
0.73
53
0
35
19
4
9.0
10
9
80
73
0
0
0
0
1
1
1
1
0
1
0
1
0
0
330
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
814
57
1
84
176
3
80
125
1
0
1
0
0
0
0
0
1
30
3
219,000
0
41
15
13
1
4.94
80
23
4.3
159
1.14
4.6
3.21
136
690
74
null
14
0.01
0.83
5.16
1
0.52
43
0
null
20
1
1.0
10
11
65
null
0
0
0
1
0
1
0
0
0
1
0
1
0
0
834
55
1
80
169
2
80
100
2
0
0
0
0
0
0
0
0
30
1
328,500
130
45
18
22
0.4
6.28
104
35
5.7
156
1.19
4.74
4.58
137
null
73.8
0.0597
14.3
0.2
3.71
6
0
0.48
47
1
43
25
3
3.0
6
9
75
65
0
0
0
0
1
0
0
1
0
1
0
1
0
0
297
51
1
97
182
3
100
160
2
1
1
0
1
1
3
0
0
30
4
350,400
0
42
60
50
1
5.12
88
60
10.3
144
0.91
3.9
3.1
140
1,185
85
0.02
23
0.01
1.99
7.49
0
0.5
44
0
24
36
0
2.0
12
13
51
41
0
0
0
0
1
1
0
0
0
1
0
1
0
0
80
71
1
74
160
2
80
100
2
0
1
0
0
1
0
0
2
0
0
0
10
44.2
17
23
1
4.55
171
15
5.9
144
1.91
4.7
2.25
143
1,277
80
0.04
21
0.01
0.852
15.59
0
0.63
42
0
29
27
1
2.0
11
12
70
60
0
0
1
0
1
1
0
1
1
1
0
1
0
1
36
71
1
88
174
2
80
130
2
0
1
0
0
1
0
1
0
30
40
164,250
34
44.8
16
15
1
3.72
98
25
4.9
147
0.85
4.1
1.66
139
732
66
0.05
16
0.01
1.9
9.35
0
0.62
51
0
27
40
0
1.0
14
14
63
48
0
0
0
0
1
1
0
0
0
1
0
1
0
0
775
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
627
73
1
75
162
3
80
130
2
1
0
1
1
0
0
0
0
40
0
773,800
20
40.9
17
13
2
2.87
96
34
15.3
145
1.22
4.7
3.03
142
1,670
71
0.04
20
0.02
2.25
5.79
0
0.57
45
1
30
25
1
1.0
13
13
67
55
0
1
0
0
1
1
0
1
1
0
0
1
0
2
672
49
1
109
168
2
110
170
9
0
1
0
1
0
0
0
0
5
1
45,625
0
43
18
22
1
5.61
97
26
6.1
151
0.93
4.3
3.93
139
709
71
null
19
0.01
3.88
6.66
0
0.51
43
0
null
40
0
9.0
16
19
49
31
1
0
0
0
1
1
0
0
1
1
0
1
0
0
228
76
0
92
153
3
70
120
2
1
0
1
1
1
0
2
0
0
0
0
0
40
14
15
1.4
4.73
107
11
7.07
130
1.5
3.9
2.84
138
1,309
67
0.0441
22.35
0.7
1.62
8.4
0
0.48
38
0
30
40
1
2.0
13
14
43
34
0
1
0
0
1
0
0
1
0
0
0
1
1
0
761
74
0
60
142
2
60
105
4
0
0
0
0
0
0
0
0
0
0
0
0
41.7
17
22
1
5.38
79
24
5.1
128
1.56
3.59
3.34
141
1,069
68.6
null
null
0.01
1.86
8.3
0
0.5
55
1
40
55
3
9.0
11
14
57
40
0
0
1
0
1
0
1
1
1
0
0
1
0
0
56
66
1
77
165
3
60
110
2
1
1
0
1
1
3
2
0
40
1
438,000
39
41.7
20
24
2
4.14
155
168
4.6
152
1.14
5
2.48
141
3,996
81
0.04
17
0.02
8.79
15.15
0
0.61
55
1
37
29
2
3.0
13
13
66
56
0
0
0
0
1
1
0
1
0
1
0
1
1
2
340
78
1
75
172
2
80
120
2
1
1
0
1
1
4
0
0
20
8
365,000
3
39
17
23
1
4.71
140
27
8.5
149
1.11
4.6
2.9
136
4,518
76
0.05
19
0.01
1.63
14.92
0
0.68
53
0
25
15
0
9.0
10
12
66
61
0
1
0
1
1
0
1
0
1
0
0
0
1
0
66
49
0
82
155
2
75
120
9
0
0
0
0
0
0
0
1
0
0
0
0
43.8
24
20
null
4.22
132
19
5.7
127
1.42
3.9
2.17
139
30
75.8
null
17
null
1.93
13.64
0
0.53
41
0
29
37
0
1.0
11
11
46
34
0
0
0
0
1
1
0
1
0
0
0
1
0
0
771
58
1
77
168
3
75
95
3
1
0
0
1
0
0
0
0
35
1
511,000
0
36.5
32
45
7
4.56
149
102
10.1
163
0.79
4.72
3.25
136
13,153
80.6
null
null
0.07
2.51
16.7
1
0.6
55
1
41
18
2
1.0
8
9
63
57
0
1
0
0
1
0
0
1
1
0
0
1
0
0
108
67
0
69
158
2
52
98
1
1
0
0
0
0
0
0
0
0
0
0
0
41
14
21
1
4.45
80
16
5.8
117
1.29
5
2.43
137
125
71
null
21
0.01
2.72
8.32
0
0.55
46
1
null
30
2
0.0
6
6
55
43
0
1
0
0
0
1
0
0
1
0
0
1
0
0
114
64
1
98
168
2
60
100
2
1
1
0
0
1
0
2
0
0
0
0
0
38
18
15
1
3.96
71
16
15.3
139
0.7
4.5
2.17
136
575
67
null
15
0.01
2.88
9.32
0
0.5
43
0
null
30
0
2.0
11
11
74
59
0
1
0
1
1
1
0
1
0
1
0
0
1
0
176
76
1
90
181
3
70
130
2
0
0
0
0
1
0
1
0
0
0
0
0
35
37
20
1
3.72
88
16
5.4
140
0.88
4.6
2.4
143
859
67
0.03
27
0.01
2.56
8.15
1
0.6
44
0
21
40
1
2.0
9
10
68
53
0
0
0
0
1
1
0
1
0
1
0
1
0
0
29
77
0
60
146
2
70
95
1
1
0
0
0
0
0
0
2
0
0
0
0
42.9
8
16
1
6.31
100
26
9.9
138
1.53
4.7
4.03
137
2,118
75
0.05
17
0.01
1.71
10.02
0
0.65
41
0
24
20
0
2.0
12
13
69
60
0
1
0
0
1
1
0
1
0
0
0
1
1
3
373
52
0
69
158
2
80
105
1
0
0
0
0
0
0
0
0
10
0
3,650
0
40
12
14
0.08
5.59
80
9
5.7
108
0.91
4.3
4.24
138
null
75
0.05
22
0.005
3.45
7.99
0
0.5
43
1
35
45
1
2.0
12
12
61
48
0
0
1
0
1
1
0
1
0
0
0
1
0
0
133
58
1
70
173
2
60
110
3
0
0
0
0
0
0
0
0
7
0
84,315
0
42
13
23
0.1667
6.44
88
61
5.8
160
2.51
4.2
3.39
142
320
67
0.06
20
0.01
4.19
6.16
0
0.6
47
0
34
53
0
9.0
7
8
53
37
0
0
0
0
1
1
1
1
1
0
0
1
0
0
320
70
1
93
178
2
80
140
2
1
1
1
1
1
0
0
0
10
40
54,750
0
44
15
20
1
5.17
86
25
10.6
141
1.27
4.4
3.23
135
397
76
0.04
17
0.01
1.78
9.35
0
0.57
57
0
38
38
2
9.0
11
11
65
47
1
1
0
0
1
0
1
1
0
1
0
0
0
1
988
80
1
79
164
2
83
146
1
0
0
0
0
0
0
0
0
0
0
0
7
42
17
26
0.5
4.91
80
17
14.9
179
0.83
null
3.21
135
null
70
0.05
13
0.03
1.06
13.98
0
0.4
43
1
33
56
0
1.0
13
14
54
38
0
0
0
0
1
0
1
1
0
0
0
1
0
0
369
82
1
78
153
2
83
171
8
0
1
1
1
0
0
0
1
0
0
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
null
null
null
0
null
null
null
null
null
0
0
0
0
1
0
1
1
0
0
0
1
1
0
466
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
407
62
1
75
174
2
70
110
9
0
0
0
0
0
0
0
0
0
0
0
0
40
35
43
1
5.9
71
125
6.8
141
1.01
4.2
4.32
130
123
56
0.03
21
0.01
1.3
7.15
0
0.5
45
0
22
20
2
2.0
8
8
67
47
0
0
0
0
0
1
0
1
0
0
0
1
0
0
843
57
1
62
165
2
70
100
8
0
0
0
0
0
0
0
0
0
0
0
13
47
18
22
28.333
5.56
86
38
6.3
153
1.22
4.6
3.57
137
2,299
74
0.07
19
0.17
2.47
7.15
0
0.6
69
1
32
22
3
2.0
10
13
82
69
0
0
0
1
1
1
1
1
1
1
0
0
0
3
275
76
1
80
166
2
80
150
2
1
0
0
0
0
0
0
0
40
11
584,000
16
42
17
21
0.6
6.2
91
34.7
8.12
172
1.35
4.14
3.93
140
1,689
79.74
0.0348
14.88
0.3
0.51
5.2
1
0.54
47
0
35
25
2
9.0
10
12
70
54
0
1
0
0
1
0
1
1
1
0
0
1
0
1
975
69
1
66
169
2
80
127
1
0
0
0
0
0
0
0
0
40
15
43,800
10
48
23
23
0.83
4.71
106
null
4.9
144
1.09
4.6
3.39
140
null
78
0.04
24
0.05
3.74
10.15
0
0.65
55
0
39
30
3
3.0
9
10
77
65
0
0
1
0
1
1
0
1
0
0
0
1
0
0
652
55
1
74
158
2
75
140
2
0
1
0
1
1
0
1
2
60
2
766,500
60
38
16
17
0.6
5.34
79
25
5.39
121
2.4
4.96
2.75
140
447
69
0.03
12.72
0.3
0.38
4.2
0
0.49
47
0
30
50
0
2.0
7
9
60
39
0
0
0
0
1
1
0
0
0
1
0
1
1
0
829
31
1
62
163
2
110
170
8
0
0
0
1
0
0
0
0
4
0
14,600
0
47
26
28
null
3.7
76
17
5.2
132
0.98
4
2.15
138
58
73.7
null
14
null
2.51
4.99
0
0.55
39
0
26
65
0
0.0
14
16
42
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
570
66
1
78
165
2
80
120
4
1
0
0
0
0
3
0
1
20
15
7,300
29
40
23
18
0.5
3.96
115
85
8.9
153
0.54
5.4
2.46
138
1,537
73
0.05
18
0.03
1.13
8.65
0
0.56
40
1
35
30
4
9.0
11
13
67
58
0
0
0
0
1
1
1
1
1
1
0
0
0
0
770
53
1
64
168
2
55
90
2
1
0
0
1
0
0
0
0
30
1
383,250
0
45.8
24
20
1
7.93
108
170
12.6
148
1.21
4.43
6.07
142
12,263
80.6
null
null
0.01
2.69
10.4
0
0.5
46
1
31
25
2
0.0
11
11
62
null
0
0
0
0
1
1
0
1
0
0
0
1
1
0
581
74
1
82
163
3
80
140
2
1
1
0
0
1
0
3
0
15
14
306,600
3
40
48
19
3
5.3
177
36
7.9
130
0.93
5.3
3.28
134
1,626
75
null
6
0.03
5.82
24.13
0
0.6
45
0
21
35
1
1.0
10
11
62
48
0
1
0
1
1
1
0
1
0
0
0
0
0
0
635
59
1
69
156
2
60
130
2
1
1
1
1
1
0
1
0
50
23
328,500
30
42.9
19
16
1
4.65
81
17
5.6
131
1.11
4.5
2.82
139
469
69
0.04
17
0.01
1.53
12.47
0
0.56
44
0
24
39
1
1.0
9
10
52
42
0
1
0
0
1
1
0
0
0
1
0
1
1
0
554
63
0
64
157
2
50
90
2
0
1
0
0
1
0
1
2
0
0
0
0
41
76
52
null
4.6
106
54
5.7
131
1.53
4.7
2.12
142
1,870
72
null
3
null
18.75
7.32
0
0.6
38
0
24
24
0
1.0
9
12
63
55
0
0
0
0
1
1
0
0
0
1
0
1
0
0
903
71
1
70
172
2
85
134
2
0
0
0
0
1
0
1
1
20
3
7,300
7
44
9
9
0.5
3.85
80
10
5.2
126
1.03
4.6
2.07
134
709
68
0.06
16
0.03
0.61
7.32
0
0.45
37
1
30
40
2
1.0
9
10
50
36
0
0
0
0
1
1
0
0
1
1
0
1
0
0
13
50
1
51
164
3
60
90
3
0
0
1
0
0
0
0
1
60
0
766,500
200
42
12
14
1
4.65
100
14
4.2
132
1.01
4
3.23
138
577
64
0.05
18
0.01
1.77
8.69
0
0.46
37
0
26
22
1
2.0
7
8
62
56
0
0
0
0
1
0
0
0
1
0
0
1
0
0
854
70
0
70
165
2
80
140
8
0
0
0
1
0
0
0
0
10
0
109,500
0
34
43
34
1
4.01
53
39
6.6
146
1.32
4.3
2.22
144
2,773
75
null
15
0.01
2.23
4.99
0
0.6
42
0
19
60
1
1.0
13
14
52
33
0
0
0
0
1
0
0
1
1
0
0
1
0
3
452
73
0
72
152
3
60
110
4
0
0
0
0
0
0
0
0
0
0
0
0
40.4
19
12
1
4.25
92
37
3.6
132
null
5.38
null
136
794
66.9
null
null
0.01
3.46
10.1
0
0.5
55
0
30
64
3
9.0
11
12
45
32
1
0
0
0
1
0
1
1
1
0
0
1
1
1
532
60
1
85
168
2
70
120
8
0
0
0
1
0
0
0
0
0
0
0
6
45
21
18
null
3.65
177
48
8.1
137
0.91
4.2
2.4
133
2,239
77
0.05
17
null
0.845
12.81
0
0.55
48
0
46
57
0
1.0
9
8
56
39
1
0
0
0
0
1
0
1
0
0
0
1
0
0
419
47
1
69
160
2
80
140
2
0
1
0
0
1
0
1
0
40
13
365,000
0
43.7
38
26
null
5.46
86
26
5.7
148
1.27
4.6
3.52
141
314
68.3
null
18
null
1.43
5.32
0
0.5
42
0
25
35
0
1.0
10
12
59
48
0
0
0
0
1
1
0
0
0
1
0
1
0
2
7
44
1
114
179
2
80
140
2
1
1
0
1
0
0
0
0
0
0
0
30
42.19
29
24
1
5.07
93
29
12.3
143
1.37
4.5
2.77
136
623
76
0.02
16
0.01
2.58
9.8
1
0.56
50
0
20
30
1
2.0
10
12
67
48
0
1
0
0
1
1
0
1
0
1
0
1
0
2
90
53
1
105
170
2
80
150
8
0
0
0
1
0
0
0
0
60
2
438,000
10
47
26
29
0.3333
5.77
80
41
6.9
157
1.06
4.3
3.88
141
24
79
0.04
14
0.02
1.26
6.16
1
0.55
47
0
32
36
2
2.0
10
15
59
53
1
0
0
0
0
1
1
1
0
0
0
1
0
0
170
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
624
26
1
71
181
2
60
90
1
0
0
0
0
0
4
0
0
10
0
3,650
0
45.8
134
77
5
4.89
64
45
3.9
155
1.16
4
3.28
140
209
67
0.05
20
0.05
3.02
6.01
0
0.52
46
0
31
27
2
2.0
8
9
72
65
0
0
0
0
1
0
0
0
0
0
0
1
0
0
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