Datasets:
penikmatrumput
/
nasa-cmapss-rul

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unit_number
int64
1
260
time_in_cycles
int64
1
543
op_setting_1
float64
-0.01
42
op_setting_2
float64
-0
0.84
op_setting_3
float64
60
100
sensor_1
float64
445
519
sensor_2
float64
535
645
sensor_3
float64
1.24k
1.62k
sensor_4
float64
1.02k
1.44k
sensor_5
float64
3.91
14.6
sensor_6
float64
5.67
21.6
sensor_7
float64
136
571
sensor_8
float64
1.91k
2.39k
sensor_9
float64
7.98k
9.24k
sensor_10
float64
0.93
1.32
sensor_11
float64
36
48.5
sensor_12
float64
128
537
sensor_13
float64
2.03k
2.39k
sensor_14
float64
7.85k
8.29k
sensor_15
float64
8.16
11.1
sensor_16
float64
0.02
0.03
sensor_17
int64
302
400
sensor_18
int64
1.92k
2.39k
sensor_19
float64
84.9
100
sensor_20
float64
10.2
39.9
sensor_21
float64
6.01
24
RUL
int64
0
542
3
22
-0.0052
-0.0001
100
518.67
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1,589.55
1,405.28
14.62
21.61
554.71
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1.3
47.3
522.53
2,388.02
8,141.91
8.432
0.03
392
2,388
100
39.09
23.4213
157
3
23
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100
518.67
642.07
1,585.2
1,395.59
14.62
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554.04
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1.3
47.12
522.22
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38.94
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3
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518.67
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3
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3
28
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100
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3
29
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518.67
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100
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3
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100
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3
31
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391
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100
38.98
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3
32
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100
518.67
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100
39.1
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3
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100
518.67
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392
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100
38.98
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3
34
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100
518.67
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1.3
47.2
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393
2,388
100
39
23.3728
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3
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100
518.67
642.08
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391
2,388
100
39.03
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144
3
36
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100
518.67
642.06
1,580.96
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554.11
2,388.05
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522.77
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393
2,388
100
38.84
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143
3
37
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100
518.67
641.68
1,582.96
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21.61
555.28
2,388.02
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522.14
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2,388
100
38.78
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3
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100
518.67
641.72
1,577.99
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2,388.09
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521.81
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393
2,388
100
38.98
23.3501
141
3
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0.0011
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100
518.67
641.94
1,580.42
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554.18
2,388.05
9,056.99
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47.1
522
2,388.08
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0.03
392
2,388
100
38.79
23.3514
140
3
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-0.0038
0.0001
100
518.67
641.97
1,579.38
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21.61
553.75
2,388.03
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392
2,388
100
39.09
23.4079
139
3
41
0.0009
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100
518.67
642.79
1,586.38
1,394.92
14.62
21.61
554.68
2,388.02
9,060.55
1.3
47.32
522.69
2,388.07
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0.03
392
2,388
100
38.99
23.3774
138
3
42
0.0027
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100
518.67
642.61
1,586.25
1,404.49
14.62
21.6
554.31
2,387.97
9,058.97
1.3
47.31
522.02
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8,140.13
8.3828
0.03
390
2,388
100
39.11
23.4412
137
3
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0.0044
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100
518.67
642.58
1,587.9
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554.18
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9,061.97
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521.7
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100
39.03
23.3024
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3
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100
518.67
642.21
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522.47
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2,388
100
39.14
23.448
135
3
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100
518.67
642.15
1,582.99
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554.43
2,388.04
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47.06
522.17
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8.4342
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392
2,388
100
39.23
23.4284
134
3
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0.0015
0.0004
100
518.67
642.42
1,590.25
1,401.55
14.62
21.61
554
2,388.05
9,067.35
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521.88
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392
2,388
100
38.81
23.3352
133
3
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100
518.67
642.26
1,587.55
1,395.3
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554.82
2,388.04
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522.2
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393
2,388
100
39.01
23.4428
132
3
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0.0002
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100
518.67
642.01
1,587.21
1,392.94
14.62
21.61
554.41
2,388.05
9,054.47
1.3
47.32
521.88
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8,138.95
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2,388
100
38.92
23.406
131
3
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-0.0002
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100
518.67
642.16
1,583.53
1,396.11
14.62
21.61
554.28
2,388.03
9,051.92
1.3
47.33
522.28
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392
2,388
100
39
23.3813
130
3
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0.0012
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100
518.67
642.51
1,586.16
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21.61
553.87
2,388.03
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522.07
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391
2,388
100
39.02
23.4013
129
3
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100
518.67
642.39
1,592.16
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100
39.02
23.3874
128
3
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0.0042
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100
518.67
642.29
1,582.66
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554.39
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522.73
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392
2,388
100
39.14
23.4006
127
3
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0.0032
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100
518.67
642.02
1,588.04
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21.61
554.54
2,388.06
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1.3
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522.54
2,388.03
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0.03
391
2,388
100
38.99
23.3824
126
3
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0.0003
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100
518.67
642.03
1,585.66
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21.61
554.28
2,388.04
9,054.67
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522.19
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8,143.47
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2,388
100
38.85
23.4086
125
3
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100
518.67
642.41
1,594.2
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554.34
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9,058.13
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522.09
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2,388
100
38.9
23.4306
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3
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518.67
642.73
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2,388.07
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2,388
100
39.1
23.4319
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3
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100
518.67
642.56
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100
38.92
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3
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518.67
642.52
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100
38.88
23.3982
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3
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642.31
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3
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518.67
641.8
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518.67
642.5
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100
38.83
23.3697
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3
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642.18
1,591.5
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2,388.07
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2,388
100
38.96
23.4182
117
3
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642.1
1,583.42
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2,388
100
39.01
23.3903
116
3
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100
518.67
642.53
1,590.04
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553.9
2,388.04
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2,388.07
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2,388
100
39.13
23.3791
115
3
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518.67
641.69
1,586.21
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9,057.61
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100
39.12
23.4958
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3
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100
518.67
642.25
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100
38.92
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518.67
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100
39.04
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642.94
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100
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100
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100
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1.3
47.16
522.52
2,388.06
8,143.62
8.4375
0.03
393
2,388
100
38.78
23.4131
102
3
78
-0.0003
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100
518.67
642.43
1,579.52
1,400.53
14.62
21.61
553.62
2,388.06
9,064.15
1.3
47.38
521.57
2,388.09
8,140.42
8.4174
0.03
390
2,388
100
38.97
23.3301
101
3
79
0.0006
0.0004
100
518.67
642.31
1,582.4
1,403.49
14.62
21.61
553.6
2,388.03
9,063.54
1.3
47.28
522.72
2,388
8,144.12
8.384
0.03
393
2,388
100
38.92
23.3451
100
3
80
-0.0003
-0.0003
100
518.67
641.74
1,580.95
1,405.37
14.62
21.61
553.21
2,388.03
9,062.23
1.3
47.34
521.97
2,387.99
8,148.72
8.3935
0.03
392
2,388
100
39.03
23.5181
99
3
81
-0.0007
0.0002
100
518.67
642.55
1,581.73
1,402.65
14.62
21.61
553.88
2,388.1
9,056
1.3
47.46
521.34
2,387.96
8,144.95
8.4145
0.03
391
2,388
100
38.86
23.3728
98
3
82
-0.003
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100
518.67
642.24
1,583.69
1,400.4
14.62
21.61
553.7
2,388.05
9,071.16
1.3
47.22
522.16
2,388.05
8,148.16
8.4089
0.03
393
2,388
100
38.87
23.3822
97
3
83
-0.0007
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100
518.67
642.27
1,591.3
1,398.73
14.62
21.61
553.79
2,388
9,062.92
1.3
47.51
522.02
2,388.01
8,143.8
8.3789
0.03
393
2,388
100
39
23.4426
96
3
84
-0.0031
0.0004
100
518.67
642.18
1,593.32
1,400.62
14.62
21.61
554.01
2,388.03
9,062.78
1.3
47.51
522.19
2,388.06
8,141.69
8.3901
0.03
392
2,388
100
38.89
23.3873
95
3
85
0.0043
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100
518.67
641.95
1,587.14
1,414.11
14.62
21.61
554.09
2,388.01
9,067.15
1.3
47.25
521.84
2,388.07
8,144.64
8.3949
0.03
391
2,388
100
38.87
23.314
94
3
86
-0.0018
0.0003
100
518.67
642.69
1,586.09
1,401.01
14.62
21.61
553.83
2,387.99
9,067.61
1.3
47.37
522.19
2,388.06
8,145.65
8.4188
0.03
393
2,388
100
39.03
23.3333
93
3
87
-0.0005
0
100
518.67
642.32
1,588.25
1,402.17
14.62
21.61
554.11
2,388.01
9,063.48
1.3
47.32
522.1
2,388.02
8,145.39
8.3939
0.03
391
2,388
100
39.01
23.3373
92
3
88
0.0031
-0
100
518.67
642.27
1,585.9
1,400.09
14.62
21.61
553.59
2,388.02
9,067.17
1.3
47.33
521.9
2,388.01
8,146.69
8.4078
0.03
393
2,388
100
39.04
23.2656
91
3
89
0.0006
0.0004
100
518.67
642.33
1,582.29
1,404.14
14.62
21.61
555.01
2,388.05
9,066.64
1.3
47.39
521.93
2,388.02
8,146.55
8.4044
0.03
394
2,388
100
38.81
23.3864
90
3
90
-0.0008
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100
518.67
642.36
1,597.84
1,406.26
14.62
21.61
554.58
2,388.06
9,068.61
1.3
47.4
521.92
2,388.08
8,146.94
8.3972
0.03
393
2,388
100
38.81
23.2711
89
3
91
0.0051
-0.0004
100
518.67
641.99
1,582.81
1,399.5
14.62
21.61
553.72
2,388.03
9,058.01
1.3
47.38
521.83
2,388.01
8,139.12
8.4327
0.03
393
2,388
100
38.95
23.3909
88
3
92
0.0022
-0.0004
100
518.67
642.29
1,590.07
1,400.27
14.62
21.61
553.5
2,387.99
9,066.58
1.3
47.39
521.96
2,387.97
8,152.49
8.373
0.03
391
2,388
100
38.87
23.4344
87
3
93
0.0002
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100
518.67
642.1
1,593.66
1,409.21
14.62
21.61
553.83
2,387.99
9,070.02
1.3
47.43
521.6
2,388.09
8,146.23
8.4032
0.03
392
2,388
100
39.21
23.2352
86
3
94
0.0023
0.0005
100
518.67
642.58
1,588.9
1,401.08
14.62
21.6
554.76
2,388
9,069.01
1.3
47.48
521.94
2,388.01
8,147.33
8.4166
0.03
392
2,388
100
39
23.4437
85
3
95
-0.0006
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100
518.67
642.37
1,585.69
1,406.13
14.62
21.61
554.41
2,388.09
9,063.16
1.3
47.32
521.79
2,388.05
8,146.34
8.4012
0.03
392
2,388
100
38.89
23.4594
84
3
96
-0.0003
0.0001
100
518.67
642.89
1,582.86
1,400.62
14.62
21.61
554.08
2,388
9,065.97
1.3
47.31
521.48
2,388
8,146.97
8.4333
0.03
393
2,388
100
38.87
23.378
83
3
97
0.0008
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100
518.67
642.94
1,587.51
1,408.05
14.62
21.61
554.13
2,388.05
9,066.74
1.3
47.41
522.71
2,388.05
8,152.99
8.4313
0.03
393
2,388
100
38.79
23.3339
82
3
98
0.0006
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100
518.67
642.4
1,586.19
1,403.62
14.62
21.61
553.85
2,388.03
9,066.24
1.3
47.35
521.93
2,388.06
8,148.92
8.4405
0.03
392
2,388
100
38.96
23.2921
81
3
99
0.0005
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100
518.67
642.67
1,589.42
1,398.72
14.62
21.61
553.82
2,388
9,067.95
1.3
47.37
522.06
2,388.06
8,147.73
8.4388
0.03
392
2,388
100
38.91
23.3834
80
3
100
0.0008
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100
518.67
642.29
1,579.98
1,404.16
14.62
21.61
554.94
2,388.01
9,071.46
1.3
47.3
522.01
2,388.05
8,148.27
8.4212
0.03
390
2,388
100
38.88
23.3073
79
3
101
0.0002
-0.0003
100
518.67
642.24
1,587.77
1,405.55
14.62
21.61
554.34
2,388.03
9,067.93
1.3
47.42
522.6
2,388.07
8,146.15
8.4112
0.03
392
2,388
100
38.75
23.3883
78
3
102
0.0003
0
100
518.67
642.63
1,579.35
1,408.84
14.62
21.61
553.87
2,388.04
9,068.94
1.3
47.39
521.95
2,388.03
8,154.61
8.3913
0.03
392
2,388
100
38.97
23.3669
77
3
103
0.0003
-0.0003
100
518.67
642.28
1,585.62
1,395.4
14.62
21.61
553.38
2,388.05
9,075.57
1.3
47.48
522.05
2,388.03
8,154.38
8.4025
0.03
391
2,388
100
38.96
23.3251
76
3
104
0.0051
0
100
518.67
642.46
1,586.74
1,403.37
14.62
21.61
554.63
2,388.05
9,070.59
1.3
47.44
521.66
2,388.04
8,146.65
8.4345
0.03
393
2,388
100
38.93
23.2958
75
3
105
-0.0022
0.0004
100
518.67
641.85
1,591.89
1,397.73
14.62
21.61
553.69
2,388.08
9,062.39
1.3
47.32
521.73
2,388.04
8,145.37
8.4312
0.03
392
2,388
100
38.93
23.321
74
3
106
-0.0014
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100
518.67
642.51
1,586.44
1,405.62
14.62
21.61
554.31
2,388.04
9,074.76
1.3
47.32
522.11
2,388.04
8,157.87
8.4098
0.03
392
2,388
100
38.93
23.3755
73
3
107
0.0004
0.0003
100
518.67
642.36
1,586.96
1,410.67
14.62
21.61
553.57
2,388.07
9,071.53
1.3
47.45
521.79
2,388.04
8,146.39
8.4326
0.03
392
2,388
100
38.89
23.3666
72
3
108
-0.0005
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100
518.67
642.98
1,583.29
1,405.94
14.62
21.61
553.52
2,388.08
9,068.9
1.3
47.25
521.48
2,388.05
8,147.9
8.4371
0.03
392
2,388
100
38.89
23.4032
71
3
109
-0.0006
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100
518.67
642.48
1,588.21
1,402.77
14.62
21.6
554.91
2,388.05
9,073.77
1.3
47.32
521.59
2,388.05
8,149.98
8.4285
0.03
392
2,388
100
38.9
23.2637
70
3
110
-0.0008
0.0001
100
518.67
642.92
1,592.41
1,403.14
14.62
21.61
554.15
2,388.04
9,075.03
1.3
47.41
521.46
2,388.05
8,150.96
8.4157
0.03
393
2,388
100
38.88
23.2577
69
3
111
0.001
-0.0005
100
518.67
642.25
1,583.83
1,401.73
14.62
21.61
553.74
2,388.04
9,070.35
1.3
47.41
522.09
2,387.99
8,152.99
8.4242
0.03
394
2,388
100
38.77
23.3791
68
3
112
-0.0007
0.0002
100
518.67
642.65
1,584.14
1,400.61
14.62
21.61
553.64
2,388.03
9,067.74
1.3
47.41
521.35
2,388.03
8,155.89
8.4176
0.03
393
2,388
100
39
23.314
67
3
113
0.0029
-0
100
518.67
642.5
1,590.74
1,408.52
14.62
21.61
554
2,388.05
9,071.48
1.3
47.41
522.28
2,388.05
8,152.76
8.4318
0.03
393
2,388
100
38.95
23.3993
66
3
114
0.0019
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100
518.67
642.46
1,588.4
1,407.81
14.62
21.61
554.04
2,388.04
9,076.18
1.3
47.18
521.68
2,388.02
8,154.99
8.4222
0.03
392
2,388
100
38.78
23.3687
65
3
115
-0.001
0.0001
100
518.67
642.22
1,588.97
1,400.56
14.62
21.61
553.54
2,388.02
9,076.34
1.3
47.53
521.6
2,388.08
8,152.31
8.4566
0.03
393
2,388
100
39.01
23.3428
64
3
116
0.0008
0.0002
100
518.67
642.62
1,591.56
1,407.84
14.62
21.61
553.54
2,388.06
9,068.22
1.3
47.36
521.91
2,387.99
8,145.08
8.4083
0.03
392
2,388
100
38.77
23.4147
63
3
117
0.0012
0.0001
100
518.67
642.76
1,587.74
1,402.28
14.62
21.61
553.84
2,388.05
9,086.93
1.3
47.48
521.74
2,388.04
8,152.14
8.423
0.03
391
2,388
100
38.84
23.4284
62
3
118
0.0004
0
100
518.67
642.26
1,590.05
1,408.53
14.62
21.61
553.52
2,388.03
9,076.02
1.3
47.44
522.37
2,388.05
8,152
8.4675
0.03
392
2,388
100
38.92
23.2813
61
3
119
0.0022
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100
518.67
642
1,588.1
1,398.22
14.62
21.61
553.47
2,388.05
9,075.77
1.3
47.53
521.72
2,388.05
8,157.34
8.4442
0.03
393
2,388
100
38.85
23.2826
60
3
120
-0.0012
0.0005
100
518.67
642.6
1,585.58
1,408.79
14.62
21.61
553.63
2,388.06
9,075.42
1.3
47.35
521.47
2,388.03
8,161.18
8.4458
0.03
391
2,388
100
38.83
23.3816
59
3
121
-0.0036
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100
518.67
642.27
1,585.86
1,413.79
14.62
21.61
553.75
2,388.03
9,082.5
1.3
47.48
521.77
2,388.01
8,162.35
8.4103
0.03
392
2,388
100
38.92
23.2834
58