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LucasThil
/
nasa_turbofan_degradation_FD002

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unit_number
int64
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109
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110
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100
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111
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112
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100
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113
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100
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100
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36
1
114
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100
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8
194.18
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115
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117
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118
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120
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121
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122
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123
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124
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125
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126
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127
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100
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129
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130
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133
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149
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2
1
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2
2
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3
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4
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5
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17.1675
262
2
8
0.0021
0
100
518.67
642.31
1,581.99
1,405.72
14.62
21.61
554.92
2,388.05
9,064.63
1.3
47.4
521.73
2,388.01
8,146.31
8.4187
0.03
392
2,388
100
39
23.4171
261
2
9
10.0032
0.2514
100
489.05
604.81
1,495.56
1,305.39
10.52
15.49
394.87
2,318.98
8,782.01
1.26
45.34
371.78
2,388.1
8,137.72
8.6771
0.03
368
2,319
100
28.69
17.1786
260
2
10
25.0001
0.62
60
462.54
536.87
1,263.73
1,044.97
7.05
9.03
175.78
1,915.45
8,016.44
0.94
36.71
164.47
2,028.36
7,880.2
10.8924
0.02
305
1,915
84.93
14.28
8.508
259
2
11
10.0009
0.25
100
489.05
604.4
1,496.15
1,307.82
10.52
15.5
394.65
2,318.88
8,779.67
1.26
45.41
371.46
2,388.11
8,129.52
8.6813
0.03
368
2,319
100
28.56
17.2614
258
2
12
42.0057
0.8413
100
445
549.44
1,354.31
1,127.54
3.91
5.72
139.22
2,212
8,321.45
1.02
42.05
130.45
2,388.08
8,088.15
9.3344
0.02
332
2,212
100
10.63
6.2389
257
2
13
42.0072
0.8415
100
445
549.7
1,349.5
1,126.37
3.91
5.72
139.17
2,212.03
8,325.22
1.02
42.09
130.53
2,388.16
8,093.48
9.3575
0.02
330
2,212
100
10.5
6.3702
256
2
14
0.0009
0
100
518.67
642.19
1,584.74
1,400.46
14.62
21.61
553.22
2,388.08
9,069.03
1.3
47.47
521.57
2,388.1
8,142.43
8.4366
0.03
392
2,388
100
39.07
23.4123
255
2
15
42.0066
0.8418
100
445
549.25
1,350.47
1,129.38
3.91
5.72
139.19
2,212.04
8,321.55
1.02
42.03
130.74
2,388.09
8,085.91
9.3482
0.02
332
2,212
100
10.51
6.3607
254
2
16
0.0016
0
100
518.67
642.05
1,584.18
1,402.85
14.62
21.61
553.84
2,388.08
9,060.64
1.3
47.38
521.38
2,388.05
8,143.85
8.4667
0.03
393
2,388
100
38.94
23.3335
253
2
17
9.9988
0.2504
100
489.05
604.04
1,497.06
1,313.28
10.52
15.49
394.27
2,318.91
8,794.3
1.26
45.41
371.7
2,388.09
8,136.98
8.6804
0.03
368
2,319
100
28.63
17.0145
252
2
18
42.0035
0.84
100
445
549.75
1,353.68
1,122.27
3.91
5.71
138.95
2,211.96
8,323.2
1.02
41.86
130.61
2,388.11
8,092.55
9.3826
0.02
329
2,212
100
10.64
6.4294
251
2
19
35.0027
0.84
100
449.44
556.15
1,369.51
1,130.29
5.48
8
194.61
2,223.09
8,361.69
1.02
41.86
182.96
2,388.19
8,079
9.3259
0.02
334
2,223
100
14.75
8.9394
250
2
20
35.002
0.84
100
449.44
556.01
1,366.15
1,124.31
5.48
8
194.35
2,223.1
8,357.43
1.02
41.9
183.09
2,388.18
8,074.2
9.33
0.02
334
2,223
100
14.89
8.7571
249
2
21
42.0026
0.8403
100
445
549.23
1,351.49
1,123.6
3.91
5.72
139.03
2,212.06
8,328.39
1.02
42
131.03
2,388.08
8,093.05
9.3538
0.02
331
2,212
100
10.63
6.3981
248
2
22
42.0034
0.8412
100
445
548.94
1,350.15
1,126.44
3.91
5.72
138.82
2,212.08
8,332.65
1.02
42.18
130.86
2,388.1
8,091.39
9.3864
0.02
330
2,212
100
10.65
6.3243
247
2
23
35.0033
0.84
100
449.44
556.06
1,362.68
1,122.25
5.48
8
194.39
2,223.13
8,359.48
1.02
41.89
183.07
2,388.18
8,075.05
9.3181
0.02
333
2,223
100
14.94
8.9039
246
2
24
20.0042
0.7011
100
491.19
607.15
1,482.68
1,250.3
9.35
13.66
335.58
2,324
8,728.19
1.08
44.49
314.86
2,388.16
8,070.96
9.2304
0.02
365
2,324
100
24.62
14.6853
245
2
25
42.0047
0.84
100
445
549.23
1,350.6
1,123.76
3.91
5.71
138.69
2,211.94
8,329
1.02
42.06
130.44
2,388.06
8,091.77
9.3814
0.02
330
2,212
100
10.58
6.4372
244
2
26
42.0054
0.84
100
445
549.8
1,359.01
1,125.52
3.91
5.71
138.47
2,212.06
8,329.1
1.02
41.84
130.31
2,388.09
8,087.1
9.372
0.02
330
2,212
100
10.67
6.3556
243
2
27
25.0018
0.6204
60
462.54
536.8
1,258.35
1,041.62
7.05
9.02
175.91
1,915.46
8,020
0.94
36.82
164.66
2,028.39
7,880.17
10.8834
0.02
308
1,915
84.93
14.34
8.5547
242
2
28
42.0023
0.84
100
445
549.75
1,355.35
1,123.07
3.91
5.71
139.33
2,211.99
8,326.96
1.02
41.95
130.98
2,388
8,085.84
9.3602
0.02
330
2,212
100
10.62
6.3142
241
2
29
0.0011
0
100
518.67
642.37
1,590.06
1,404.71
14.62
21.61
553.66
2,388.09
9,061.66
1.3
47.44
522.59
2,388.07
8,140.3
8.419
0.03
391
2,388
100
39.04
23.3727
240
2
30
42.0009
0.84
100
445
549.59
1,349.38
1,125.87
3.91
5.72
138.46
2,211.93
8,328.24
1.02
42.23
130.7
2,388.04
8,083.57
9.3754
0.02
329
2,212
100
10.53
6.3671
239
2
31
20.0012
0.7007
100
491.19
607.26
1,475.22
1,254.78
9.35
13.66
335.16
2,324
8,735.72
1.08
44.24
315.18
2,388.12
8,066.54
9.1702
0.02
366
2,324
100
24.48
14.7078
238
2
32
42.0068
0.84
100
445
549.96
1,354
1,133.31
3.91
5.72
139.56
2,212.05
8,325.41
1.02
42.06
130.21
2,388.16
8,097.03
9.3464
0.02
331
2,212
100
10.58
6.3633
237
2
33
20.004
0.7
100
491.19
607.09
1,482.68
1,256.34
9.35
13.65
334.48
2,323.94
8,736.98
1.08
44.23
315.57
2,388.12
8,064.49
9.1938
0.02
364
2,324
100
24.61
14.7845
236
2
34
0.0024
0
100
518.67
642.47
1,596.96
1,401.32
14.62
21.61
553.52
2,388.06
9,063.22
1.3
47.51
521.57
2,388.04
8,140.21
8.4111
0.03
394
2,388
100
38.88
23.3349
235
2
35
0.0029
0.0011
100
518.67
642.21
1,588.21
1,410.57
14.62
21.61
552.89
2,388.06
9,063.05
1.3
47.56
521.62
2,388.06
8,150.31
8.4041
0.03
395
2,388
100
38.93
23.3773
234
2
36
41.9995
0.8404
100
445
549.31
1,352.23
1,118.35
3.91
5.72
138.57
2,212.07
8,329.81
1.02
42
131.2
2,388.13
8,093.43
9.3349
0.02
331
2,212
100
10.67
6.4578
233
2
37
20
0.7
100
491.19
606.91
1,487.11
1,253.67
9.35
13.66
334.65
2,323.96
8,735.19
1.07
44.47
315.21
2,388.18
8,069.96
9.2243
0.02
366
2,324
100
24.66
14.673
232
2
38
20.0013
0.7
100
491.19
607.91
1,480.77
1,247.22
9.35
13.65
334.53
2,324.03
8,732.31
1.08
44.12
315.58
2,388.17
8,066.11
9.2041
0.02
364
2,324
100
24.54
14.7378
231
2
39
9.9992
0.25
100
489.05
604.66
1,501.94
1,305.22
10.52
15.49
394.53
2,318.91
8,790.33
1.26
45.43
371.86
2,388.15
8,136.84
8.6386
0.03
368
2,319
100
28.58
17.2025
230
2
40
35.0032
0.8413
100
449.44
555.77
1,361.42
1,131.25
5.48
8
195.03
2,223.07
8,350.11
1.02
42.07
183.37
2,388.13
8,069.35
9.312
0.02
333
2,223
100
15.01
8.8263
229
2
41
42.0074
0.8411
100
445
549.55
1,352.85
1,123.89
3.91
5.71
138.72
2,212.04
8,326.49
1.02
42.06
130.43
2,388.02
8,091.07
9.3573
0.02
332
2,212
100
10.76
6.523
228
2
42
42.0067
0.8401
100
445
549.01
1,357.86
1,127.57
3.91
5.71
138.58
2,212.06
8,329.96
1.02
41.98
130.49
2,388.13
8,098.81
9.3545
0.02
332
2,212
100
10.59
6.3099
227
2
43
35.0025
0.84
100
449.44
555.33
1,369.64
1,127.2
5.48
8
194.62
2,223.01
8,359.07
1.02
41.94
183.6
2,388.16
8,077.02
9.3183
0.02
333
2,223
100
14.68
8.9617
226
2
44
20.0006
0.7
100
491.19
607.22
1,485.64
1,255.3
9.35
13.65
334.88
2,324.04
8,731.08
1.08
44.32
315.05
2,388.12
8,072.34
9.2276
0.02
364
2,324
100
24.46
14.7283
225
2
45
20.0029
0.7006
100
491.19
607.58
1,482.57
1,248.2
9.35
13.66
334.43
2,324.01
8,733.44
1.08
44.35
315.49
2,388.14
8,069.69
9.2257
0.02
364
2,324
100
24.51
14.6776
224
2
46
0.0023
0
100
518.67
642.67
1,588.71
1,406.63
14.62
21.61
554.41
2,388.05
9,057.55
1.3
47.38
522.03
2,388.05
8,144.81
8.4212
0.03
393
2,388
100
38.95
23.3586
223
2
47
35.0045
0.84
100
449.44
555.73
1,367.33
1,135.83
5.48
8
194.26
2,223.08
8,360.88
1.02
41.82
183.59
2,388.2
8,072.85
9.35
0.02
333
2,223
100
14.9
9.0047
222
2
48
25.0029
0.6208
60
462.54
536.7
1,257.58
1,045.96
7.05
9.03
175.73
1,915.47
8,014.54
0.94
36.68
164.34
2,028.37
7,884.02
10.9116
0.02
308
1,915
84.93
14.32
8.5201
221
2
49
0.0029
0.0005
100
518.67
642.47
1,584.53
1,402.1
14.62
21.61
553.55
2,388.06
9,064.93
1.3
47.38
522.31
2,388.05
8,141.89
8.4112
0.03
391
2,388
100
38.86
23.382
220
2
50
0
0.0019
100
518.67
642.48
1,584.53
1,399.74
14.62
21.61
554.59
2,388.07
9,064.93
1.3
47.46
521.9
2,388.07
8,148.96
8.4519
0.03
390
2,388
100
38.84
23.4306
219
2
51
0.0003
0.0002
100
518.67
642.81
1,587.59
1,411.27
14.62
21.61
553.88
2,388.06
9,058.99
1.3
47.47
521.83
2,388.05
8,147.08
8.419
0.03
393
2,388
100
38.78
23.3847
218