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LucasThil
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nasa_turbofan_degradation_FD004

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unit_number
int64
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60
462.54
536.93
1,261.17
1,049.01
7.05
9.02
175.66
1,915.27
8,006.65
0.94
36.53
165.01
2,028.16
7,871.06
10.9035
0.02
306
1,915
84.93
14.4
8.5137
263
2
37
25.0012
0.62
60
462.54
536.85
1,250.07
1,035.7
7.05
9.02
175.84
1,915.25
8,014.23
0.94
36.57
165.45
2,028.2
7,870.36
10.9057
0.02
308
1,915
84.93
14.44
8.6931
262
2
38
20.0009
0.7
100
491.19
606.75
1,477.64
1,245.4
9.35
13.65
334.97
2,323.86
8,712.74
1.08
44.19
315.22
2,388.05
8,055.9
9.1984
0.02
364
2,324
100
24.58
14.7194
261
2
39
10.0071
0.25
100
489.05
604.31
1,494.42
1,298.36
10.52
15.49
395.24
2,318.83
8,779.74
1.26
45.28
371.96
2,388.03
8,127.25
8.5914
0.03
369
2,319
100
28.4
17.198
260
2
40
0.0029
0
100
518.67
642.02
1,582.83
1,395.91
14.62
21.61
554.59
2,388.03
9,051.5
1.3
47.06
521.71
2,388.07
8,133.16
8.3943
0.03
391
2,388
100
39.04
23.3827
259
2
41
10.0074
0.2506
100
489.05
604.49
1,489.75
1,301.2
10.52
15.49
394.05
2,318.83
8,773.05
1.26
45.21
372.24
2,388.05
8,123.5
8.6171
0.03
367
2,319
100
28.59
17.2315
258
2
42
10.0078
0.25
100
489.05
604.1
1,498.08
1,303.6
10.52
15.49
395.08
2,318.79
8,779.51
1.26
45.4
371.74
2,388.05
8,124.64
8.6149
0.03
369
2,319
100
28.79
17.2395
257
2
43
9.9987
0.2511
100
489.05
604.92
1,492.94
1,298.75
10.52
15.49
395.69
2,318.84
8,772.06
1.26
45.23
372.19
2,388.03
8,129.69
8.6701
0.03
368
2,319
100
28.65
17.2672
256
2
44
42.0043
0.8415
100
445
548.59
1,349.27
1,122.59
3.91
5.72
139.06
2,211.87
8,310.25
1.02
42.02
130.71
2,387.99
8,086.73
9.3102
0.02
329
2,212
100
10.79
6.3981
255
2
45
25.0046
0.6203
60
462.54
536.28
1,261.31
1,044.22
7.05
9.02
175.23
1,915.27
8,009.36
0.94
36.54
164.48
2,028.17
7,871.08
10.881
0.02
306
1,915
84.93
14.44
8.6584
254
2
46
10.0005
0.2502
100
489.05
604.41
1,497.36
1,308.74
10.52
15.49
394.95
2,318.8
8,772.1
1.26
45.39
371.48
2,388.08
8,122.94
8.5902
0.03
370
2,319
100
28.73
17.206
253
2
47
0.0019
0.0005
100
518.67
642.18
1,584.37
1,403.03
14.62
21.61
554.25
2,388.03
9,041.59
1.3
47.09
522.34
2,388.03
8,135.69
8.3793
0.03
393
2,388
100
39.02
23.3531
252
2
48
0.0023
0.0001
100
518.67
642.19
1,583.26
1,394.67
14.62
21.61
554.44
2,388.04
9,055.61
1.3
47.15
521.79
2,388.03
8,131.08
8.3888
0.03
391
2,388
100
39.03
23.4615
251
2
49
42.0073
0.8407
100
445
549.52
1,354.07
1,112.05
3.91
5.71
139.19
2,211.89
8,319.5
1.02
42.11
130.88
2,387.97
8,079.46
9.3423
0.02
329
2,212
100
10.77
6.4367
250
2
50
41.9994
0.8412
100
445
548.95
1,347.18
1,119.13
3.91
5.72
139.24
2,211.81
8,311.93
1.02
41.86
130.92
2,387.9
8,078.08
9.3515
0.02
330
2,212
100
10.76
6.4874
249
2
51
9.9996
0.25
100
489.05
604.32
1,496.79
1,303.23
10.52
15.49
395.44
2,318.8
8,774.45
1.26
45.04
372.09
2,388.03
8,123.99
8.63
0.03
368
2,319
100
28.71
17.1953
248
2
52
25.0065
0.62
60
462.54
536.55
1,261.04
1,036.91
7.05
9.03
175.04
1,915.31
8,003.51
0.94
36.56
165.54
2,028.2
7,873.02
10.8458
0.02
306
1,915
84.93
14.37
8.6849
247
2
53
35.006
0.841
100
449.44
555.77
1,359.76
1,125.47
5.48
8
194.12
2,222.9
8,344.74
1.02
41.74
183.56
2,388.06
8,068.89
9.2737
0.02
332
2,223
100
14.81
8.9018
246
2
54
35.006
0.84
100
449.44
554.9
1,367.23
1,127.67
5.48
8
193.95
2,222.84
8,344.06
1.02
41.73
183.32
2,387.9
8,066.86
9.3155
0.02
332
2,223
100
14.87
8.937
245
2
55
19.9983
0.7
100
491.19
606.9
1,475.21
1,241.53
9.35
13.65
335.69
2,323.85
8,726.22
1.08
44.26
315.25
2,388.08
8,055.81
9.1717
0.02
364
2,324
100
24.58
14.7039
244
2
56
34.9991
0.8414
100
449.44
554.79
1,366.01
1,125.3
5.48
8
194.89
2,222.91
8,348.58
1.02
41.78
183.26
2,387.95
8,062.23
9.2588
0.02
333
2,223
100
14.85
8.909
243
2
57
35.0078
0.841
100
449.44
555.4
1,356.5
1,118.79
5.48
8
194.38
2,222.88
8,341.65
1.02
41.73
183.63
2,387.95
8,067.13
9.2778
0.02
333
2,223
100
14.92
9.0011
242
2
58
0.0004
0.0004
100
518.67
642.19
1,588.23
1,393.53
14.62
21.61
554.55
2,388.05
9,056.19
1.3
47.13
522.48
2,388.06
8,135.89
8.3963
0.03
393
2,388
100
38.87
23.4439
241
2
59
20.0065
0.7
100
491.19
607.06
1,473.38
1,243.74
9.35
13.65
334.99
2,323.87
8,720.59
1.08
44.19
315.14
2,388.02
8,055.39
9.1574
0.02
364
2,324
100
24.4
14.7717
240
2
60
42.0043
0.84
100
445
549.08
1,356.98
1,113.03
3.91
5.71
138.72
2,211.91
8,313.87
1.02
41.68
130.52
2,387.99
8,080.12
9.3183
0.02
328
2,212
100
10.54
6.4908
239
2
61
24.9999
0.6201
60
462.54
536.59
1,254.97
1,043.26
7.05
9.03
176.04
1,915.26
8,011.62
0.94
36.7
164.66
2,028.19
7,871.38
10.8503
0.02
307
1,915
84.93
14.35
8.6672
238
2
62
0.0014
0
100
518.67
642.52
1,581.01
1,397.71
14.62
21.61
554.76
2,388.05
9,046.76
1.3
47.18
521.8
2,388.03
8,133.77
8.4142
0.03
392
2,388
100
39.02
23.3679
237
2
63
41.9987
0.84
100
445
549.48
1,349.4
1,116.5
3.91
5.71
138.72
2,211.82
8,319.91
1.02
41.89
130.65
2,387.98
8,079.58
9.3418
0.02
330
2,212
100
10.71
6.3645
236
2
64
25.0044
0.6219
60
462.54
536.74
1,249.68
1,046.37
7.05
9.02
176.02
1,915.26
8,002.27
0.94
36.53
164.44
2,028.13
7,869.37
10.8451
0.02
306
1,915
84.93
14.19
8.5394
235
2
65
24.9984
0.6203
60
462.54
536.55
1,253.27
1,049.71
7.05
9.03
175.83
1,915.34
8,007.44
0.94
36.45
165.04
2,028.2
7,874.26
10.87
0.02
306
1,915
84.93
14.37
8.5985
234
2
66
0.0014
0
100
518.67
641.83
1,587.77
1,400.13
14.62
21.61
554.73
2,388.04
9,047.79
1.3
47.26
522.54
2,388.05
8,136.96
8.3893
0.03
393
2,388
100
39.08
23.4279
233
2
67
35.0059
0.84
100
449.44
555.58
1,361.6
1,119.71
5.48
8
194.55
2,222.93
8,345.05
1.02
41.79
183.17
2,387.99
8,062.19
9.3078
0.02
333
2,223
100
14.91
8.9156
232
2
68
41.9986
0.84
100
445
549.64
1,358.43
1,117.44
3.91
5.71
138.31
2,211.83
8,321.6
1.02
41.89
130.75
2,387.99
8,073.36
9.337
0.02
331
2,212
100
10.69
6.4149
231
2
69
0.0004
0
100
518.67
642.38
1,578.02
1,396.99
14.62
21.61
553.88
2,388.02
9,055.97
1.3
47.12
522.03
2,388.06
8,132.18
8.4108
0.03
392
2,388
100
38.84
23.4284
230
2
70
9.9993
0.2508
100
489.05
604.9
1,504.04
1,306.32
10.52
15.49
395.38
2,318.89
8,777.8
1.26
45.31
372.4
2,388.03
8,126.94
8.6117
0.03
367
2,319
100
28.75
17.2308
229
2
71
42.0047
0.8403
100
445
549.25
1,350.15
1,118.56
3.91
5.72
139.22
2,211.84
8,313.81
1.02
41.84
130.7
2,387.93
8,079.7
9.3737
0.02
330
2,212
100
10.77
6.3902
228
2
72
42.0076
0.84
100
445
548.87
1,354.67
1,118
3.91
5.71
138.17
2,211.88
8,322.64
1.02
41.9
130.42
2,388.04
8,080.27
9.3282
0.02
330
2,212
100
10.66
6.3352
227
2
73
42.0002
0.84
100
445
549.56
1,346.92
1,120.26
3.91
5.71
138.5
2,211.85
8,306.38
1.02
41.83
131.01
2,387.9
8,081.27
9.3289
0.02
331
2,212
100
10.65
6.3348
226
2
74
34.9995
0.84
100
449.44
555.31
1,367.36
1,125.31
5.48
8
195.2
2,222.89
8,345.16
1.02
41.64
183.84
2,387.96
8,068.37
9.2987
0.02
334
2,223
100
15.12
8.9236
225
2
75
42.0022
0.84
100
445
549.37
1,352.04
1,118.96
3.91
5.72
139.41
2,211.87
8,317.53
1.02
42.03
130.92
2,387.97
8,080.28
9.3429
0.02
328
2,212
100
10.62
6.4302
224
2
76
24.9984
0.62
60
462.54
536.56
1,249.22
1,048.37
7.05
9.02
175.31
1,915.25
8,005.63
0.94
36.36
165.16
2,028.19
7,865.99
10.8821
0.02
304
1,915
84.93
14.32
8.5342
223
2
77
42.0005
0.8405
100
445
549.13
1,347.13
1,118.85
3.91
5.71
139.05
2,211.92
8,311.54
1.02
41.9
130.99
2,387.93
8,079.25
9.329
0.02
330
2,212
100
10.59
6.3295
222
2
78
0
0.0013
100
518.67
642.36
1,589.22
1,398.09
14.62
21.61
553.97
2,388.02
9,047.44
1.3
47.28
521.96
2,388.01
8,135.76
8.4132
0.03
393
2,388
100
38.97
23.4205
221
2
79
35.0001
0.84
100
449.44
555.5
1,360.68
1,127.17
5.48
8
194.84
2,222.85
8,346.27
1.02
41.56
182.83
2,387.98
8,064.86
9.3143
0.02
332
2,223
100
14.73
8.8767
220