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
2
109
0.0014
0
100
518.67
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553.72
2,388.12
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1.3
47.28
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2,387.99
8,145.36
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39.1
23.3497
178
2
110
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642.29
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111
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518.67
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115
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116
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118
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119
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2
120
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2
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123
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100
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2
124
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100
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2
125
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126
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100
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2
127
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100
518.67
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23.34
160
2
128
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100
518.67
641.54
1,592.2
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554.16
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100
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2
129
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100
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554.6
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100
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2
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2,388
100
38.91
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155
2
133
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100
518.67
642.84
1,581.22
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521.71
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100
38.89
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2
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0.0026
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100
518.67
642.76
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100
38.95
23.3367
153
2
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100
518.67
642.02
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2,388
100
38.91
23.3992
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2
136
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100
518.67
642.06
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2,388
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39
23.4236
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2
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100
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642.46
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100
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2
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642.34
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2
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642.63
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2,388
100
38.94
23.4316
148
2
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0.0014
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100
518.67
642.29
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392
2,388
100
39.01
23.474
147
2
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0.0019
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100
518.67
642.07
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554.7
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100
39.02
23.4038
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2
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518.67
641.91
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39
23.4716
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518.67
642.31
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100
38.82
23.4197
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2
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518.67
642.02
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518.67
642.01
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518.67
642.65
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642.62
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518.67
642.54
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100
38.92
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518.67
642.38
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100
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153
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518.67
641.96
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100
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518.67
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100
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100
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2,388.04
8,138.6
8.4304
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391
2,388
100
38.97
23.4381
123
2
165
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0.0004
100
518.67
642.17
1,588.55
1,402.96
14.62
21.61
553.71
2,388.03
9,060.97
1.3
47.39
522.28
2,387.97
8,134.48
8.4068
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392
2,388
100
38.93
23.4707
122
2
166
-0.0068
0.0002
100
518.67
641.79
1,589.09
1,394.26
14.62
21.61
553.71
2,388.03
9,060.46
1.3
47.43
521.96
2,388.01
8,142.11
8.4111
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392
2,388
100
38.87
23.4352
121
2
167
0.0005
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100
518.67
642.25
1,588.74
1,395.35
14.62
21.61
553.62
2,388.01
9,056.24
1.3
47.39
522.11
2,388.03
8,148.57
8.4261
0.03
393
2,388
100
38.84
23.3977
120
2
168
-0.0026
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100
518.67
642.55
1,593.95
1,404.01
14.62
21.61
554.32
2,388.04
9,055.88
1.3
47.3
521.89
2,388.04
8,135.51
8.4329
0.03
391
2,388
100
38.84
23.3787
119
2
169
-0.0004
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100
518.67
642.26
1,581.85
1,406.06
14.62
21.61
553.06
2,388.06
9,059.37
1.3
47.33
521.77
2,388.09
8,141.96
8.4214
0.03
391
2,388
100
38.93
23.3766
118
2
170
0.0025
0.0004
100
518.67
642.14
1,577.26
1,405.93
14.62
21.61
553.84
2,388.03
9,065.67
1.3
47.35
522.36
2,388.07
8,140.59
8.4079
0.03
394
2,388
100
38.88
23.3532
117
2
171
0.0012
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100
518.67
642.21
1,587.94
1,410.34
14.62
21.61
553.84
2,388.03
9,060.51
1.3
47.34
521.89
2,388.02
8,143.29
8.4027
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392
2,388
100
38.91
23.287
116
2
172
-0.0041
0.0004
100
518.67
642.07
1,589.42
1,398.26
14.62
21.61
553.69
2,388.06
9,055.7
1.3
47.25
521.42
2,388.09
8,134.03
8.4109
0.03
392
2,388
100
39.09
23.3496
115
2
173
0.0003
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100
518.67
642.66
1,589
1,403.22
14.62
21.61
554.64
2,388.04
9,058.55
1.3
47.27
521.4
2,388.05
8,140.73
8.4288
0.03
392
2,388
100
38.92
23.3576
114
2
174
-0.0009
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100
518.67
642.34
1,588.01
1,403.24
14.62
21.61
553.76
2,388.08
9,066.4
1.3
47.31
521.85
2,388.04
8,144.79
8.3994
0.03
394
2,388
100
39.02
23.3513
113
2
175
-0.0005
0.0005
100
518.67
642.46
1,584.58
1,398.37
14.62
21.61
554.01
2,388.02
9,067.91
1.3
47.45
522.2
2,388.08
8,140.85
8.417
0.03
393
2,388
100
38.88
23.3065
112
2
176
-0.001
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100
518.67
642.32
1,585.73
1,405.47
14.62
21.61
554.15
2,388.04
9,058.59
1.3
47.22
521.54
2,388.07
8,147.04
8.4189
0.03
392
2,388
100
39.08
23.4372
111
2
177
0.0004
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100
518.67
642.35
1,586.88
1,400.31
14.62
21.61
554.59
2,388.06
9,057.99
1.3
47.42
521.95
2,388.04
8,139
8.4153
0.03
393
2,388
100
38.74
23.3538
110
2
178
0.0031
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100
518.67
642.43
1,590.29
1,404.39
14.62
21.61
553.83
2,388.04
9,056.85
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47.56
521.97
2,388.07
8,146.93
8.3914
0.03
391
2,388
100
38.85
23.353
109
2
179
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100
518.67
642.33
1,584.55
1,399.3
14.62
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553.86
2,388.03
9,060.98
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47.37
522.48
2,388.03
8,140.62
8.4462
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394
2,388
100
38.91
23.3329
108
2
180
-0.0011
0
100
518.67
642.5
1,593.51
1,402.27
14.62
21.61
554.21
2,388.11
9,058.3
1.3
47.52
521.76
2,388.05
8,139.98
8.4404
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392
2,388
100
39.04
23.3712
107
2
181
0.0003
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100
518.67
642.01
1,585.87
1,399.24
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554.29
2,388.03
9,057.86
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47.27
522.19
2,388.01
8,134.52
8.4148
0.03
393
2,388
100
38.92
23.3777
106
2
182
-0
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100
518.67
642.39
1,586.42
1,406.61
14.62
21.61
553.63
2,388.03
9,069.4
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47.52
522.39
2,388.09
8,143.47
8.4072
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392
2,388
100
39.04
23.2931
105
2
183
-0.0015
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100
518.67
642.6
1,584.95
1,406.15
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554.35
2,388.08
9,064.12
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47.24
521.84
2,388.06
8,142.25
8.4225
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392
2,388
100
38.85
23.3851
104
2
184
0.0037
0
100
518.67
642.43
1,585.66
1,408.13
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554.99
2,388.04
9,067.28
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47.47
521.86
2,388.06
8,142.27
8.3996
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394
2,388
100
38.85
23.4003
103
2
185
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100
518.67
642.66
1,581.09
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554.53
2,388.02
9,059.27
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47.23
522.22
2,388.05
8,143.76
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392
2,388
100
38.94
23.2801
102
2
186
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100
518.67
642.8
1,582.46
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554.42
2,388.05
9,063.38
1.3
47.47
521.82
2,388.16
8,145.64
8.4131
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393
2,388
100
38.75
23.3416
101
2
187
0.0019
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100
518.67
642.69
1,588.88
1,407.54
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553.32
2,388.08
9,060.97
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47.51
521.09
2,388.05
8,136.8
8.4101
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392
2,388
100
38.93
23.3926
100
2
188
0.0024
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100
518.67
642.64
1,582.97
1,402.72
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554.26
2,388.07
9,062.7
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47.37
522.34
2,388.04
8,139.36
8.4124
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392
2,388
100
38.82
23.306
99
2
189
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100
518.67
642.81
1,583.54
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554.03
2,388.03
9,069.79
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47.42
521.7
2,388.04
8,141.68
8.4253
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393
2,388
100
39.02
23.2923
98
2
190
0.0013
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100
518.67
642.48
1,592.5
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21.61
554.4
2,388.06
9,059.23
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47.2
521.73
2,388.03
8,139.4
8.4128
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393
2,388
100
39.04
23.2623
97
2
191
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100
518.67
642.23
1,584.59
1,407.64
14.62
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553.42
2,388.04
9,064.99
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47.4
521.92
2,388.05
8,142.41
8.4694
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393
2,388
100
38.93
23.3507
96
2
192
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100
518.67
642.18
1,589.95
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553.09
2,388.03
9,071.88
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47.49
521.7
2,388.09
8,141.81
8.4309
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392
2,388
100
38.87
23.3049
95
2
193
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100
518.67
642.13
1,588.28
1,399.59
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553.54
2,388.09
9,063.55
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47.3
521.16
2,388.08
8,144.36
8.4143
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393
2,388
100
38.73
23.2606
94
2
194
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100
518.67
643.1
1,592.38
1,404.64
14.62
21.61
553.86
2,388.05
9,065.99
1.3
47.69
522.17
2,388.1
8,142.38
8.4304
0.03
393
2,388
100
38.9
23.3282
93
2
195
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100
518.67
643.24
1,591.55
1,410.18
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553.22
2,388.01
9,060.17
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47.32
521.92
2,388.07
8,147.43
8.4224
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393
2,388
100
39.09
23.3326
92
2
196
0.0003
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100
518.67
642.64
1,591.39
1,408.59
14.62
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554.31
2,388.15
9,054.2
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47.43
522.02
2,388.06
8,139.28
8.4614
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393
2,388
100
39.04
23.3682
91
2
197
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100
518.67
642.55
1,588.64
1,403.29
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554.07
2,388.07
9,061.28
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521.47
2,388.06
8,148.8
8.4387
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390
2,388
100
38.79
23.3426
90
2
198
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100
518.67
643.21
1,596.17
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553.94
2,388.05
9,059.21
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521.5
2,388.05
8,146.21
8.441
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392
2,388
100
38.9
23.2813
89
2
199
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100
518.67
642.44
1,587.17
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554.06
2,388.09
9,061.54
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521.22
2,388.08
8,144.69
8.429
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394
2,388
100
39.08
23.2433
88
2
200
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100
518.67
642.74
1,589.73
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553.13
2,388.08
9,065.78
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2,388.07
8,144.69
8.4143
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394
2,388
100
38.95
23.4101
87
2
201
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100
518.67
642.31
1,595.57
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554.25
2,388.04
9,062.65
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47.44
521.88
2,388.1
8,144.5
8.4458
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392
2,388
100
38.93
23.3551
86
2
202
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100
518.67
642.56
1,589.47
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554.14
2,388.14
9,070.71
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47.45
522.01
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8,148.95
8.4287
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392
2,388
100
38.68
23.1814
85
2
203
0.0048
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100
518.67
641.95
1,593.02
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553.2
2,388.05
9,070.42
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47.58
521.41
2,388.12
8,137.27
8.4197
0.03
393
2,388
100
38.7
23.1596
84
2
204
0.0012
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100
518.67
642.46
1,591.84
1,404.01
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553.94
2,388.02
9,064.87
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47.43
521.33
2,388.06
8,145.46
8.4779
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393
2,388
100
38.93
23.3788
83
2
205
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100
518.67
642.65
1,586.59
1,409.11
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552.83
2,388.07
9,065.07
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47.42
521.48
2,388.09
8,144.24
8.4298
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393
2,388
100
39.01
23.3266
82
2
206
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100
518.67
642.51
1,588.18
1,411.14
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553.86
2,388.03
9,059.13
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47.24
521.37
2,388.08
8,145.04
8.4086
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391
2,388
100
38.8
23.3974
81
2
207
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100
518.67
642.73
1,591.04
1,402.94
14.62
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553.06
2,388.05
9,067.79
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47.39
521.55
2,388.04
8,146.73
8.4175
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392
2,388
100
38.87
23.308
80
2
208
0.0004
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100
518.67
642.6
1,590.29
1,407.93
14.62
21.61
553.09
2,388.05
9,061.96
1.3
47.51
521.64
2,388.11
8,140.99
8.458
0.03
394
2,388
100
38.75
23.2931
79