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LucasThil
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nasa_turbofan_degradation_FD004

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unit_number
int64
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1
157
42.0026
0.84
100
445
549.78
1,346.07
1,119.2
3.91
5.69
138.17
2,211.92
8,304.9
1.02
41.76
129.44
2,388.03
8,076.59
9.3962
0.02
329
2,212
100
10.77
6.356
164
1
158
35.0012
0.84
100
449.44
555
1,359.18
1,114.79
5.48
7.97
194.13
2,222.81
8,343.72
1.02
41.5
181.95
2,387.94
8,062.27
9.2753
0.02
331
2,223
100
14.88
8.8772
163
1
159
25.0015
0.62
60
462.54
536.91
1,259.86
1,042.78
7.05
9
175.17
1,915.32
8,007.18
0.94
36.58
163.87
2,028.16
7,870.52
10.8658
0.02
306
1,915
84.93
14.24
8.7162
162
1
160
0.0029
0.0009
100
518.67
642.06
1,580.22
1,393.23
14.62
21.58
553.3
2,387.93
9,053.32
1.3
47.13
521.49
2,387.98
8,129.08
8.3918
0.03
392
2,388
100
39.2
23.5729
161
1
161
10.0004
0.25
100
489.05
605.07
1,490.21
1,293.03
10.52
15.46
394.12
2,318.74
8,767.6
1.26
44.92
370.96
2,387.93
8,122.01
8.5922
0.03
367
2,319
100
28.72
17.2416
160
1
162
10.0044
0.25
100
489.05
604.12
1,487.6
1,292.9
10.52
15.46
393.62
2,318.69
8,781.86
1.26
45.12
371.31
2,387.89
8,125.52
8.639
0.03
367
2,319
100
28.72
17.1643
159
1
163
25.0024
0.6209
60
462.54
536.67
1,259
1,038.79
7.05
9
175.69
1,915.28
7,994.82
0.94
36.44
164.37
2,028.15
7,868.34
10.8356
0.02
306
1,915
84.93
14.48
8.5893
158
1
164
0.0005
0.0001
100
518.67
642.03
1,582.24
1,381.65
14.62
21.57
552.92
2,388.01
9,046.81
1.3
46.98
520.35
2,387.98
8,126.93
8.3579
0.03
390
2,388
100
38.83
23.3056
157
1
165
9.9988
0.2506
100
489.05
603.78
1,492.54
1,293.43
10.52
15.46
393.5
2,318.72
8,774.84
1.26
44.99
370.52
2,387.87
8,122.79
8.6036
0.03
368
2,319
100
28.58
17.1826
156
1
166
10.0013
0.25
100
489.05
604.4
1,493.57
1,293.53
10.52
15.46
394.25
2,318.7
8,761.31
1.26
45.11
371.01
2,387.88
8,129.35
8.624
0.03
368
2,319
100
28.74
17.1553
155
1
167
20.0061
0.7
100
491.19
607.12
1,467.56
1,241.36
9.35
13.61
333.87
2,323.76
8,713.3
1.07
44.03
314.03
2,387.88
8,056.28
9.1756
0.02
361
2,324
100
24.51
14.7196
154
1
168
35.0072
0.8408
100
449.44
554.56
1,359.24
1,122.2
5.48
7.97
194.26
2,222.83
8,343.54
1.02
41.64
182.5
2,387.95
8,062.85
9.3146
0.02
332
2,223
100
14.86
9.0275
153
1
169
0.0006
0
100
518.67
641.65
1,586.1
1,398.57
14.62
21.58
554.23
2,387.99
9,048.46
1.3
46.96
521.59
2,388
8,137.36
8.4005
0.03
390
2,388
100
39.08
23.3397
152
1
170
0.0007
0
100
518.67
641.85
1,584.59
1,390.28
14.62
21.58
553.44
2,387.99
9,054.14
1.3
47.1
520.78
2,387.96
8,127.85
8.4065
0.03
388
2,388
100
39
23.4781
151
1
171
9.9998
0.25
100
489.05
604.45
1,495.4
1,299.94
10.52
15.46
393.7
2,318.7
8,776.96
1.26
44.95
371
2,387.92
8,129.09
8.5932
0.03
367
2,319
100
28.56
17.2238
150
1
172
25.0077
0.6202
60
462.54
536.51
1,251.39
1,033.99
7.05
9
176.1
1,915.26
8,000.96
0.94
36.45
164.34
2,028.19
7,868.69
10.8836
0.02
306
1,915
84.93
14.26
8.5927
149
1
173
41.9984
0.84
100
445
549.31
1,353.58
1,115.23
3.91
5.7
137.63
2,211.94
8,320.86
1.02
41.63
130.12
2,388.05
8,073.84
9.3402
0.02
328
2,212
100
10.74
6.4018
148
1
174
9.9992
0.25
100
489.05
604.29
1,491.66
1,299.51
10.52
15.46
394.58
2,318.73
8,772.53
1.26
45.05
371.58
2,387.98
8,125.7
8.6529
0.03
369
2,319
100
28.55
17.268
147
1
175
20.0076
0.7014
100
491.19
606.63
1,476.13
1,235.63
9.35
13.61
333.34
2,323.75
8,717.64
1.07
43.96
314.41
2,387.92
8,056.96
9.1933
0.02
363
2,324
100
24.51
14.7172
146
1
176
0.002
0
100
518.67
642.42
1,583.99
1,390.07
14.62
21.58
553.95
2,388.01
9,046.63
1.3
47.03
520.47
2,387.96
8,133.57
8.3899
0.03
390
2,388
100
39.16
23.2878
145
1
177
19.9999
0.7011
100
491.19
606.63
1,472.26
1,237.47
9.35
13.61
333.76
2,323.77
8,709.96
1.07
43.88
314.35
2,387.86
8,057.58
9.1902
0.02
363
2,324
100
24.53
14.6337
144
1
178
35.0062
0.84
100
449.44
554.86
1,361.43
1,118.14
5.48
7.97
193.92
2,222.91
8,341.49
1.02
41.69
182.6
2,387.99
8,065.5
9.2727
0.02
332
2,223
100
14.82
8.9495
143
1
179
42.0047
0.84
100
445
549.11
1,347.88
1,123.64
3.91
5.7
138.42
2,211.96
8,316.48
1.02
41.81
130.04
2,388.03
8,080.95
9.329
0.02
328
2,212
100
10.44
6.4344
142
1
180
35.0016
0.84
100
449.44
555.76
1,364.07
1,111.2
5.48
7.97
193.45
2,222.88
8,339.09
1.02
41.49
182.27
2,387.92
8,067.05
9.2474
0.02
330
2,223
100
14.88
8.8841
141
1
181
0.0022
0
100
518.67
641.86
1,580.64
1,395.85
14.62
21.58
553.53
2,387.94
9,048.86
1.3
47.16
522.95
2,387.98
8,139.7
8.3796
0.03
391
2,388
100
39.06
23.4657
140
1
182
25.0042
0.62
60
462.54
536.3
1,256.6
1,038.41
7.05
9
175.1
1,915.3
8,008.44
0.94
36.46
164.87
2,028.2
7,869.19
10.812
0.02
304
1,915
84.93
14.2
8.5322
139
1
183
25.005
0.6216
60
462.54
536.64
1,249.78
1,043.19
7.05
9
175.08
1,915.35
8,004.19
0.94
36.38
164.41
2,028.21
7,867.8
10.8596
0.02
304
1,915
84.93
14.29
8.6816
138
1
184
42.005
0.84
100
445
549.03
1,341.25
1,116.05
3.91
5.69
138.26
2,212.01
8,314.56
1.02
41.76
130.02
2,388.07
8,082.33
9.363
0.02
328
2,212
100
10.54
6.3293
137
1
185
9.998
0.2518
100
489.05
604.7
1,487.83
1,304.36
10.52
15.46
394.18
2,318.7
8,770.5
1.26
44.95
371.75
2,387.98
8,129.38
8.5802
0.03
368
2,319
100
28.65
17.1736
136
1
186
10.0052
0.25
100
489.05
604.08
1,496.45
1,293.11
10.52
15.46
394.45
2,318.73
8,772.64
1.26
45.2
371.3
2,387.96
8,126.3
8.6196
0.03
367
2,319
100
28.62
17.2196
135
1
187
35.0044
0.841
100
449.44
555.08
1,362.79
1,118.91
5.48
7.97
194.23
2,222.82
8,337.56
1.02
41.68
182.94
2,387.9
8,066
9.2755
0.02
335
2,223
100
14.91
8.7422
134
1
188
20.0048
0.7
100
491.19
606.56
1,477.88
1,237.33
9.35
13.61
334.29
2,323.83
8,723.68
1.07
44.17
314.56
2,387.91
8,058.16
9.1698
0.02
363
2,324
100
24.49
14.8204
133
1
189
42.0079
0.8419
100
445
548.76
1,345.76
1,114.27
3.91
5.7
138.82
2,212
8,311.74
1.02
41.67
130.6
2,388.03
8,083.82
9.3653
0.02
329
2,212
100
10.51
6.3467
132
1
190
10.0042
0.25
100
489.05
604.66
1,490.27
1,289.4
10.52
15.46
394.2
2,318.7
8,770.12
1.26
45
371.31
2,387.95
8,129.69
8.6015
0.03
369
2,319
100
28.78
17.153
131
1
191
42.0059
0.84
100
445
548.92
1,346.81
1,113.44
3.91
5.7
138.57
2,211.97
8,307.98
1.02
41.71
130.21
2,388.02
8,079.14
9.2945
0.02
328
2,212
100
10.75
6.2907
130
1
192
10.0018
0.25
100
489.05
604.41
1,491.72
1,301.44
10.52
15.47
395.29
2,318.82
8,777.13
1.26
45.33
371.74
2,387.99
8,129.48
8.5787
0.03
369
2,319
100
28.69
17.0844
129
1
193
25.0049
0.62
60
462.54
536.6
1,258.63
1,044.83
7.05
9
175.2
1,915.26
7,995.78
0.94
36.39
165.06
2,028.21
7,873.02
10.8566
0.02
306
1,915
84.93
14.34
8.5716
128
1
194
10.008
0.2514
100
489.05
604.14
1,498.7
1,309.3
10.52
15.46
395.34
2,318.77
8,766.13
1.26
45.11
371.37
2,387.95
8,128.62
8.6049
0.03
368
2,319
100
28.89
17.2704
127
1
195
42.0007
0.8413
100
445
548.81
1,343.82
1,111.8
3.91
5.7
137.93
2,211.94
8,314.94
1.02
41.96
130.49
2,388.07
8,081.77
9.3235
0.02
330
2,212
100
10.63
6.3835
126
1
196
0.0019
0
100
518.67
642.12
1,581.08
1,394.64
14.62
21.58
554.73
2,388.03
9,052.72
1.3
47.22
522.57
2,388.03
8,139.81
8.402
0.03
391
2,388
100
38.96
23.3917
125
1
197
19.9981
0.7
100
491.19
607.41
1,481.08
1,244.59
9.35
13.6
333.46
2,323.8
8,718.24
1.07
43.96
314.15
2,387.94
8,061.13
9.194
0.02
363
2,324
100
24.42
14.6526
124
1
198
25.0019
0.6219
60
462.54
536.93
1,257.64
1,036.17
7.05
9
174.88
1,915.28
7,999.72
0.94
36.35
163.92
2,028.22
7,862.8
10.8478
0.02
306
1,915
84.93
14.34
8.5287
123
1
199
42.0021
0.8412
100
445
549.23
1,343.17
1,118.3
3.91
5.7
137.88
2,211.95
8,315.24
1.02
41.82
129.48
2,388.06
8,074.47
9.2917
0.02
331
2,212
100
10.66
6.3127
122
1
200
25.0045
0.62
60
462.54
536.75
1,253.43
1,032.68
7.05
9
175.47
1,915.37
8,005.25
0.94
36.47
164.45
2,028.27
7,859.86
10.8421
0.02
304
1,915
84.93
14.48
8.6434
121