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LucasThil
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nasa_turbofan_degradation_FD002

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unit_number
int64
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104
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107
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68
3
139
42.0004
0.84
100
445
549.89
1,352.95
1,123.28
3.91
5.71
138.22
2,211.94
8,321.01
1.02
42.2
130.84
2,388.06
8,088.46
9.4123
0.02
331
2,212
100
10.6
6.3342
67
3
140
42.0039
0.84
100
445
548.94
1,353.41
1,124.71
3.91
5.72
138.16
2,211.92
8,320.96
1.02
41.96
130.53
2,387.99
8,093.23
9.3776
0.02
330
2,212
100
10.6
6.1991
66
3
141
20.0046
0.7
100
491.19
607.55
1,485.18
1,251.42
9.35
13.66
335.1
2,324.02
8,726.57
1.08
44.38
314.95
2,388.1
8,065.23
9.2299
0.02
365
2,324
100
24.65
14.7471
65
3
142
20.0065
0.7017
100
491.19
608.35
1,489.11
1,252.41
9.35
13.66
333.98
2,324.06
8,732.09
1.08
44.25
315.21
2,388.17
8,066.79
9.2488
0.02
365
2,324
100
24.54
14.6734
64
3
143
25.0074
0.6215
60
462.54
536.99
1,256.19
1,043.29
7.05
9.03
175.79
1,915.41
8,008.24
0.94
36.69
164.59
2,028.24
7,879.89
10.9228
0.02
308
1,915
84.93
14.33
8.5827
63
3
144
9.9993
0.2519
100
489.05
604.93
1,500.22
1,310.04
10.52
15.49
394.7
2,318.96
8,783.74
1.26
45.45
371.74
2,388.14
8,132.92
8.6745
0.03
371
2,319
100
28.4
17.1704
62
3
145
9.9991
0.2504
100
489.05
605.01
1,510.59
1,304.59
10.52
15.49
395.05
2,318.93
8,782.9
1.26
45.35
371.26
2,388.15
8,135.85
8.6713
0.03
371
2,319
100
28.49
17.0954
61
3
146
0
0
100
518.67
642.72
1,583.58
1,404.55
14.62
21.61
553.54
2,388.09
9,065.03
1.3
47.66
521.75
2,388.1
8,136.32
8.432
0.03
393
2,388
100
38.9
23.2647
60
3
147
42.0022
0.84
100
445
549.26
1,354.67
1,128.36
3.91
5.72
138.33
2,211.9
8,324.67
1.02
41.98
130.77
2,388
8,084.28
9.3691
0.02
330
2,212
100
10.6
6.501
59
3
148
25.006
0.62
60
462.54
536.73
1,253.34
1,047.71
7.05
9.03
174.92
1,915.4
8,016.22
0.94
36.85
164.21
2,028.28
7,873.77
10.8859
0.02
308
1,915
84.93
14.31
8.5774
58
3
149
20.0047
0.7
100
491.19
607.52
1,484.86
1,256.55
9.35
13.65
334.18
2,324.02
8,732.82
1.08
44.47
314.5
2,388.16
8,064.19
9.2323
0.02
365
2,324
100
24.46
14.5664
57
3
150
0.0008
0
100
518.67
642.96
1,598.63
1,412.71
14.62
21.61
552.9
2,388.05
9,065.43
1.3
47.78
521.73
2,388.12
8,141.55
8.4314
0.03
395
2,388
100
38.83
23.2086
56
3
151
42.0066
0.8406
100
445
549.83
1,343.19
1,126.05
3.91
5.71
138.61
2,211.91
8,329.31
1.02
42.24
130.86
2,388
8,087.92
9.3847
0.02
331
2,212
100
10.54
6.3286
55
3
152
25.0007
0.62
60
462.54
537.03
1,256.69
1,045.32
7.05
9.03
175.84
1,915.4
8,009.87
0.94
36.75
164.65
2,028.31
7,876.38
10.8933
0.02
306
1,915
84.93
14.2
8.5074
54
3
153
20.0015
0.7019
100
491.19
607.88
1,490.75
1,250.97
9.35
13.66
334.66
2,324.05
8,726.8
1.08
44.35
314.65
2,388.13
8,064.67
9.2464
0.02
365
2,324
100
24.4
14.7179
53
3
154
0.0008
0.0002
100
518.67
642.53
1,590.07
1,411.25
14.62
21.61
553.8
2,388.06
9,060.77
1.3
47.67
520.74
2,388.11
8,142.68
8.4398
0.03
393
2,388
100
38.85
23.2862
52
3
155
25.006
0.62
60
462.54
537.02
1,267.08
1,050.89
7.05
9.03
173.97
1,915.35
8,016.42
0.94
36.87
164.55
2,028.31
7,877.2
10.894
0.02
307
1,915
84.93
14.41
8.4939
51
3
156
25.0054
0.622
60
462.54
537.19
1,268.6
1,049.49
7.05
9.03
175.23
1,915.36
8,012.39
0.94
36.89
164.06
2,028.29
7,880.89
10.9232
0.02
310
1,915
84.93
14.12
8.5942
50
3
157
35.0008
0.8416
100
449.44
555.61
1,364.63
1,135.42
5.48
8
194.03
2,223.05
8,361.62
1.02
41.99
182.65
2,388.09
8,069.71
9.3549
0.02
335
2,223
100
14.67
8.8747
49
3
158
42.0052
0.84
100
445
550.29
1,362.94
1,131.91
3.91
5.72
138.6
2,211.92
8,332.6
1.02
42.21
130.62
2,388.05
8,084.91
9.397
0.02
332
2,212
100
10.43
6.3256
48
3
159
35.0005
0.84
100
449.44
555.42
1,365.18
1,135.82
5.48
8
194.08
2,223.02
8,354.2
1.02
42.07
182.99
2,388.08
8,071.3
9.3626
0.02
334
2,223
100
14.72
8.8265
47
3
160
0.0011
0
100
518.67
642.54
1,594.92
1,411.47
14.62
21.61
553.52
2,388.16
9,070.12
1.3
47.71
520.91
2,388.11
8,140.69
8.4515
0.03
394
2,388
100
38.83
23.1922
46
3
161
0.0007
0
100
518.67
642.94
1,597.58
1,411.5
14.62
21.61
553.24
2,388.18
9,060.14
1.3
47.68
520.8
2,388.1
8,139.39
8.428
0.03
394
2,388
100
38.58
23.2485
45
3
162
42.0016
0.84
100
445
550.19
1,360.13
1,130.38
3.91
5.72
139.12
2,211.87
8,333.47
1.02
42.33
129.72
2,387.99
8,092.41
9.3464
0.02
332
2,212
100
10.53
6.4513
44
3
163
35.006
0.8403
100
449.44
556.29
1,372.67
1,132.2
5.48
8
194.09
2,223.04
8,354.75
1.02
41.84
182.68
2,388.07
8,075.25
9.3213
0.02
334
2,223
100
14.86
8.8615
43
3
164
25.006
0.6212
60
462.54
536.52
1,264.84
1,053.14
7.05
9.03
175.39
1,915.4
8,015.4
0.94
36.95
164.55
2,028.25
7,882.16
10.929
0.02
307
1,915
84.93
14.19
8.6154
42
3
165
41.9996
0.84
100
445
549.76
1,359.52
1,130.58
3.91
5.71
138.2
2,211.9
8,325.13
1.02
42.19
130.5
2,387.97
8,091.53
9.4308
0.02
332
2,212
100
10.51
6.3486
41
3
166
10.0035
0.2518
100
489.05
605.66
1,501.06
1,315.87
10.52
15.49
394.45
2,318.98
8,785.5
1.26
45.6
371.08
2,388.23
8,129.87
8.6855
0.03
369
2,319
100
28.42
17.0176
40
3
167
41.999
0.8405
100
445
549.34
1,350.83
1,130.54
3.91
5.72
138.11
2,211.92
8,328.4
1.02
42.29
130.41
2,388.01
8,091.62
9.3385
0.02
332
2,212
100
10.44
6.4038
39
3
168
20.0078
0.7
100
491.19
608.35
1,487.24
1,258.42
9.35
13.66
334.31
2,324.05
8,730.26
1.08
44.5
314.07
2,388.19
8,060.64
9.268
0.02
367
2,324
100
24.47
14.7262
38
3
169
35.0031
0.84
100
449.44
556.02
1,375.86
1,137.89
5.48
8
194.78
2,223.05
8,354.55
1.02
42.41
182.78
2,388.17
8,074.84
9.3959
0.02
336
2,223
100
14.59
8.833
37
3
170
25.007
0.6201
60
462.54
537.2
1,263.81
1,053.85
7.05
9.03
175.4
1,915.39
8,016.2
0.94
36.93
164.48
2,028.32
7,879.44
10.9658
0.02
307
1,915
84.93
14.21
8.5005
36
3
171
0.0016
0.0002
100
518.67
642.82
1,594.64
1,413.64
14.62
21.61
552.21
2,388.16
9,055.03
1.3
47.68
520.74
2,388.14
8,145.24
8.4293
0.03
393
2,388
100
38.67
23.1325
35
3
172
35.005
0.84
100
449.44
556.24
1,373.79
1,136.62
5.48
8
194.27
2,222.99
8,358.03
1.02
42.24
183
2,388.13
8,070.46
9.3472
0.02
335
2,223
100
14.76
8.9219
34
3
173
42.0075
0.84
100
445
550.49
1,356.48
1,137.67
3.91
5.72
139.14
2,211.89
8,330.14
1.02
42.22
130.48
2,387.95
8,084.85
9.4362
0.02
330
2,212
100
10.47
6.3591
33
3
174
0.0015
0
100
518.67
643.49
1,589.33
1,412.96
14.62
21.61
552.42
2,388.17
9,064.48
1.3
47.69
521.09
2,388.19
8,140.47
8.4784
0.03
395
2,388
100
38.7
23.2057
32
3
175
25.0064
0.62
60
462.54
537.22
1,256.47
1,052.57
7.05
9.03
175.82
1,915.41
8,015.38
0.94
36.84
164.68
2,028.25
7,878.32
10.9248
0.02
308
1,915
84.93
14.05
8.4897
31
3
176
42.0037
0.84
100
445
549.97
1,359.73
1,138.04
3.91
5.72
137.69
2,211.86
8,327.83
1.02
42.24
130.69
2,387.98
8,090.3
9.406
0.02
332
2,212
100
10.57
6.3793
30
3
177
35.0022
0.84
100
449.44
556.11
1,374.75
1,138.59
5.48
8
194.4
2,223.03
8,358.06
1.02
41.93
182.73
2,388.15
8,073.23
9.3417
0.02
336
2,223
100
14.57
8.8293
29
3
178
35.0034
0.84
100
449.44
556.42
1,372.89
1,147.73
5.48
8
194.11
2,223.03
8,356
1.02
42.25
182.48
2,388.12
8,069.9
9.3804
0.02
335
2,223
100
14.65
8.7913
28
3
179
25.0003
0.6208
60
462.54
537.33
1,263.48
1,059.51
7.05
9.03
175.16
1,915.4
8,017.22
0.94
36.98
164.73
2,028.32
7,875.97
10.9765
0.02
308
1,915
84.93
14.21
8.6142
27
3
180
0.002
0.0013
100
518.67
642.68
1,595.99
1,416.36
14.62
21.61
553.31
2,388.13
9,054.64
1.3
47.87
520.17
2,388.18
8,139.86
8.4811
0.03
395
2,388
100
38.68
23.1863
26
3
181
42.0016
0.8403
100
445
549.47
1,351.99
1,141.1
3.91
5.71
138.2
2,211.89
8,327.9
1.02
42.24
130.89
2,387.97
8,092.57
9.4019
0.02
333
2,212
100
10.72
6.3502
25
3
182
0.0022
0
100
518.67
643.16
1,589.39
1,421.83
14.62
21.61
552.13
2,388.18
9,066.09
1.3
47.8
520.3
2,388.16
8,136.45
8.4819
0.03
393
2,388
100
38.59
23.0497
24