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LucasThil
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nasa_turbofan_degradation_FD002

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unit_number
int64
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25
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310
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3
196
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100
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100
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3
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100
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3
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3
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4
1
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2
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3
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4
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5
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6
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8
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9
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10
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100
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11
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13
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14
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17
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18
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19
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20
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22
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26
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27
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25.008
0.62
60
462.54
537.01
1,263.36
1,043.6
7.05
9.03
175.55
1,915.37
8,015.31
0.94
36.54
164.8
2,028.28
7,874.66
10.928
0.02
308
1,915
84.93
14.22
8.605
202
4
34
0.0007
0
100
518.67
642.71
1,588.15
1,405.83
14.62
21.61
553.64
2,388.1
9,055.77
1.3
47.42
522.1
2,388.07
8,139.78
8.4114
0.03
390
2,388
100
38.88
23.304
201
4
35
10.0032
0.2517
100
489.05
604.15
1,501.64
1,300.65
10.52
15.49
393.94
2,318.92
8,787.44
1.26
45.34
371.87
2,388.06
8,126.26
8.6499
0.03
369
2,319
100
28.66
17.1991
200
4
36
35.0045
0.8408
100
449.44
555.6
1,369.71
1,130.06
5.48
8
194.29
2,222.98
8,349.69
1.02
41.83
183.19
2,388.08
8,067.25
9.3208
0.02
332
2,223
100
14.76
9.0328
199
4
37
42.0073
0.84
100
445
550.02
1,353.84
1,125.28
3.91
5.71
138.09
2,211.84
8,319.54
1.02
42.05
130.68
2,388
8,085.3
9.3308
0.02
331
2,212
100
10.5
6.3492
198
4
38
0.0016
0
100
518.67
642.68
1,589.75
1,406.09
14.62
21.61
553.98
2,388.12
9,054.97
1.3
47.31
521.88
2,388.06
8,142.52
8.3945
0.03
392
2,388
100
38.98
23.315
197
4
39
0.0011
0.0007
100
518.67
642.52
1,590.85
1,407.48
14.62
21.61
553.84
2,388.02
9,058.6
1.3
47.39
521.31
2,388.07
8,131.35
8.3955
0.03
391
2,388
100
38.8
23.3853
196
4
40
10.0046
0.25
100
489.05
605.4
1,496.15
1,304.67
10.52
15.49
394.45
2,318.89
8,782.1
1.26
45.5
371.1
2,388.09
8,139.09
8.6386
0.03
369
2,319
100
28.48
17.1491
195
4
41
35.0019
0.8403
100
449.44
555.94
1,365.52
1,124.77
5.48
8
194.57
2,222.97
8,349.6
1.02
41.73
183.78
2,388.07
8,066.77
9.3001
0.02
333
2,223
100
14.85
8.8776
194
4
42
19.9986
0.7
100
491.19
607.25
1,486.11
1,248.56
9.35
13.65
335
2,323.99
8,726.89
1.08
44.44
314.51
2,388.11
8,063.61
9.2232
0.02
363
2,324
100
24.59
14.6429
193
4
43
25.0003
0.62
60
462.54
537.15
1,260.3
1,044.48
7.05
9.02
175.79
1,915.32
8,015.06
0.94
36.68
164.76
2,028.25
7,870.69
10.8844
0.02
307
1,915
84.93
14.21
8.5634
192
4
44
19.9996
0.7019
100
491.19
606.92
1,479.15
1,250.63
9.35
13.66
335.3
2,323.89
8,729.31
1.08
44.31
315.26
2,388.09
8,065.52
9.215
0.02
363
2,324
100
24.6
14.7575
191
4
45
20.0019
0.7
100
491.19
607.32
1,481
1,245.4
9.35
13.65
334.94
2,323.91
8,720.81
1.08
44.33
315.45
2,388.06
8,062.01
9.2224
0.02
365
2,324
100
24.61
14.546
190
4
46
41.9986
0.8413
100
445
549.47
1,351.33
1,130.63
3.91
5.71
138.87
2,211.93
8,323.1
1.02
41.98
131.11
2,388
8,083.06
9.375
0.02
331
2,212
100
10.5
6.4037
189
4
47
0.0008
0
100
518.67
642.27
1,592.63
1,397.74
14.62
21.61
553.94
2,388.04
9,056.82
1.3
47.31
521.64
2,388.08
8,140.83
8.3926
0.03
394
2,388
100
38.78
23.2731
188
4
48
42.0034
0.84
100
445
549.53
1,351.15
1,128.81
3.91
5.72
138.92
2,211.98
8,326.05
1.02
42.23
130.71
2,388.01
8,089.43
9.3569
0.02
331
2,212
100
10.58
6.387
187
4
49
0.0015
0.0014
100
518.67
642.33
1,589.84
1,406.95
14.62
21.61
553.91
2,388.1
9,054.85
1.3
47.5
521.64
2,388.1
8,139.91
8.4198
0.03
393
2,388
100
38.68
23.3767
186
4
50
42.0048
0.84
100
445
549.76
1,354.18
1,125.75
3.91
5.71
139.13
2,212.01
8,330.1
1.02
42.01
130.45
2,388.06
8,087.02
9.3394
0.02
329
2,212
100
10.54
6.3818
185
4
51
35.0009
0.84
100
449.44
555.32
1,358.32
1,126.85
5.48
8
194.92
2,223.02
8,350.16
1.02
41.92
183.22
2,388.04
8,065.41
9.3443
0.02
334
2,223
100
14.81
8.904
184
4
52
42.0041
0.8407
100
445
549.94
1,350.9
1,127.3
3.91
5.71
138.55
2,211.96
8,328.58
1.02
42.16
130.63
2,388.07
8,087.48
9.3415
0.02
330
2,212
100
10.62
6.2519
183
4
53
20.0001
0.7
100
491.19
607.19
1,482.04
1,250.01
9.35
13.66
334.79
2,323.99
8,735.47
1.08
44.35
314.76
2,388.08
8,063.23
9.1918
0.02
364
2,324
100
24.52
14.729
182
4
54
25.0006
0.6219
60
462.54
536.54
1,260.01
1,043.12
7.05
9.03
175.3
1,915.37
8,007.52
0.94
36.62
164.63
2,028.29
7,872.89
10.9153
0.02
308
1,915
84.93
14.29
8.5667
181
4
55
25.001
0.62
60
462.54
536.43
1,262.94
1,046.2
7.05
9.03
175.58
1,915.4
8,016.72
0.94
36.63
164.5
2,028.23
7,878.44
10.8263
0.02
306
1,915
84.93
14.27
8.5976
180
4
56
9.9996
0.25
100
489.05
604.57
1,493.72
1,307.3
10.52
15.49
395.44
2,318.94
8,783.22
1.26
45.47
371.87
2,388.14
8,135.45
8.6361
0.03
369
2,319
100
28.72
17.094
179
4
57
35.0014
0.84
100
449.44
555.57
1,367.62
1,133.54
5.48
8
195.12
2,223
8,346.68
1.02
41.85
183.2
2,388.11
8,068.8
9.3115
0.02
332
2,223
100
14.91
8.9373
178
4
58
34.9983
0.8401
100
449.44
555.69
1,369.48
1,126.6
5.48
8
195.08
2,223.05
8,355.64
1.02
42
182.94
2,388.12
8,077.25
9.3074
0.02
335
2,223
100
14.86
8.8948
177
4
59
20.0076
0.7
100
491.19
607.06
1,475.85
1,249.93
9.35
13.65
334.77
2,324
8,726.35
1.07
44.36
315.16
2,388.05
8,072.13
9.1825
0.02
366
2,324
100
24.49
14.7032
176
4
60
20.0072
0.7
100
491.19
607.39
1,488.5
1,253.73
9.35
13.65
334.87
2,323.98
8,727
1.08
44.46
315.27
2,388.12
8,055.27
9.1935
0.02
365
2,324
100
24.5
14.7872
175
4
61
0.0027
0.0015
100
518.67
642.52
1,585.33
1,415.69
14.62
21.61
553.67
2,388.06
9,058.83
1.3
47.38
521.48
2,388.06
8,138.71
8.4361
0.03
390
2,388
100
39
23.4042
174
4
62
25.0059
0.62
60
462.54
537.04
1,258.74
1,043.98
7.05
9.03
175.42
1,915.43
8,009.01
0.94
36.63
164.26
2,028.3
7,876.42
10.8954
0.02
305
1,915
84.93
14.4
8.6144
173
4
63
41.9991
0.84
100
445
549.66
1,349.89
1,133.88
3.91
5.72
138.15
2,211.99
8,329.5
1.02
42.17
130.41
2,388.08
8,088.18
9.3597
0.02
331
2,212
100
10.48
6.4838
172
4
64
0.001
0
100
518.67
642.66
1,590.32
1,406.09
14.62
21.61
553.77
2,388.06
9,050.71
1.3
47.65
521.67
2,388.1
8,138.95
8.4251
0.03
392
2,388
100
38.99
23.3566
171
4
65
10.004
0.25
100
489.05
604.7
1,505.75
1,305.59
10.52
15.49
394.8
2,318.95
8,790.79
1.26
45.32
370.99
2,388.09
8,134.67
8.6363
0.03
370
2,319
100
28.7
17.1584
170
4
66
20.0019
0.7
100
491.19
607.49
1,486.98
1,255.73
9.35
13.66
334.75
2,324
8,721.67
1.08
44.26
315.27
2,388.07
8,062.15
9.2099
0.02
366
2,324
100
24.57
14.6927
169
4
67
34.9981
0.84
100
449.44
555.84
1,367.11
1,120.76
5.48
8
195.3
2,223.04
8,354.96
1.02
41.77
183.08
2,388.1
8,072.89
9.3331
0.02
333
2,223
100
14.63
8.9079
168
4
68
42.0037
0.84
100
445
550.21
1,360.42
1,117.65
3.91
5.72
139.17
2,211.9
8,320.67
1.02
41.97
131.23
2,388.02
8,084.23
9.3623
0.02
331
2,212
100
10.69
6.4076
167
4
69
10.0044
0.2515
100
489.05
604.41
1,496.48
1,311.32
10.52
15.49
394.49
2,318.92
8,784.93
1.26
45.27
371.64
2,388.13
8,132.29
8.6454
0.03
368
2,319
100
28.57
17.2268
166
4
70
42.0075
0.84
100
445
549.56
1,350.71
1,126.88
3.91
5.71
138.65
2,211.94
8,319.87
1.02
42.09
130.11
2,388.01
8,086.51
9.3814
0.02
330
2,212
100
10.48
6.3834
165
4
71
34.9999
0.84
100
449.44
555.67
1,370.9
1,124.61
5.48
8
195.03
2,223.02
8,344.16
1.02
41.56
183.37
2,388.08
8,072.01
9.3136
0.02
333
2,223
100
15
8.8869
164
4
72
10.003
0.2508
100
489.05
604.5
1,494.54
1,302.14
10.52
15.49
394.85
2,318.92
8,786.17
1.26
45.27
372.47
2,388.08
8,136.74
8.6487
0.03
371
2,319
100
28.58
17.158
163
4
73
10.0025
0.2512
100
489.05
604.55
1,505.12
1,305.09
10.52
15.49
394.84
2,318.85
8,788.82
1.26
45.57
371.7
2,388.08
8,142.39
8.6353
0.03
370
2,319
100
28.68
17.0757
162
4
74
0.0005
0
100
518.67
642.48
1,588.87
1,405.07
14.62
21.61
553.85
2,388.06
9,058.29
1.3
47.58
522.05
2,388.1
8,139.49
8.4515
0.03
394
2,388
100
38.94
23.2689
161
4
75
25.0056
0.62
60
462.54
536.08
1,265.65
1,047.33
7.05
9.03
175.38
1,915.37
8,010.3
0.94
36.62
164.85
2,028.29
7,874.07
10.8857
0.02
306
1,915
84.93
14.32
8.6068
160
4
76
25.0069
0.62
60
462.54
537.12
1,257.79
1,051.13
7.05
9.03
175.02
1,915.45
8,025.5
0.94
36.79
164.9
2,028.36
7,876.9
10.8983
0.02
307
1,915
84.93
14.24
8.5865
159