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LucasThil
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nasa_turbofan_degradation_FD004

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unit_number
int64
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305
1,915
84.93
14.29
8.6032
164
2
136
42.0033
0.84
100
445
549.28
1,351.63
1,122.34
3.91
5.72
138.59
2,211.86
8,317.28
1.02
42.11
130.52
2,388
8,082.38
9.3326
0.02
329
2,212
100
10.64
6.2965
163
2
137
34.9995
0.84
100
449.44
555.72
1,369.38
1,128.54
5.48
8
194.91
2,222.91
8,342.08
1.02
41.98
182.89
2,387.95
8,060.65
9.3012
0.02
334
2,223
100
14.89
8.9174
162
2
138
20.0047
0.7
100
491.19
606.91
1,492.97
1,242.61
9.35
13.65
335.82
2,323.93
8,722.63
1.08
44.33
314.97
2,388.04
8,059.02
9.183
0.02
365
2,324
100
24.5
14.6179
161
2
139
0.0001
0.002
100
518.67
642.64
1,588.38
1,396.23
14.62
21.61
553.18
2,388.09
9,049
1.3
47.41
521.87
2,388.06
8,129.5
8.4393
0.03
392
2,388
100
39.05
23.3788
160
2
140
35.0025
0.84
100
449.44
555.41
1,364.91
1,130.26
5.48
8
195.49
2,222.89
8,344.25
1.02
41.83
183.36
2,387.99
8,064.81
9.2959
0.02
333
2,223
100
14.64
8.8905
159
2
141
35.0072
0.8403
100
449.44
555.8
1,362.03
1,118.05
5.48
8
194.74
2,222.86
8,346.87
1.02
41.81
183.36
2,387.99
8,067.45
9.291
0.02
332
2,223
100
15.02
8.8949
158
2
142
35.0022
0.8413
100
449.44
555.88
1,369.41
1,126.87
5.48
8
194.31
2,222.91
8,341.57
1.02
41.83
182.97
2,387.95
8,070.29
9.2772
0.02
335
2,223
100
15.08
8.9247
157
2
143
10.0021
0.25
100
489.05
604.88
1,499.27
1,303.06
10.52
15.49
393.99
2,318.85
8,776.11
1.26
45.36
372.17
2,388.08
8,133.92
8.6095
0.03
370
2,319
100
28.58
17.2162
156
2
144
20.002
0.7013
100
491.19
607.29
1,485.66
1,248.52
9.35
13.65
334.8
2,323.89
8,728.09
1.08
44.41
314.98
2,388.05
8,056.85
9.1827
0.02
364
2,324
100
24.62
14.7756
155
2
145
41.9995
0.8413
100
445
549.3
1,347.35
1,126.69
3.91
5.71
139
2,211.9
8,315.97
1.02
41.98
130.91
2,387.91
8,086.18
9.343
0.02
330
2,212
100
10.6
6.3849
154
2
146
19.9994
0.7
100
491.19
607.19
1,476.03
1,248.88
9.35
13.66
334.22
2,323.9
8,723.14
1.08
44.33
315.35
2,388.09
8,063.7
9.2452
0.02
365
2,324
100
24.55
14.7312
153
2
147
42.0076
0.8413
100
445
549.15
1,356.99
1,129.39
3.91
5.72
139.12
2,211.93
8,317.84
1.02
41.94
130.89
2,387.93
8,082.07
9.3579
0.02
331
2,212
100
10.61
6.3754
152
2
148
0.0009
0.0007
100
518.67
642.17
1,582.69
1,397.84
14.62
21.61
554.24
2,388.07
9,051.17
1.3
47.37
521.84
2,388.11
8,131.19
8.4062
0.03
391
2,388
100
38.98
23.2918
151
2
149
35.0056
0.8405
100
449.44
555.45
1,360.8
1,121.77
5.48
8
194.38
2,222.91
8,346.59
1.02
41.75
183.08
2,387.97
8,063.22
9.3212
0.02
334
2,223
100
15.1
8.9333
150
2
150
42.0029
0.842
100
445
549.8
1,351.57
1,114.19
3.91
5.71
138.5
2,211.91
8,314.58
1.02
42.11
130.71
2,387.92
8,083.11
9.3527
0.02
329
2,212
100
10.61
6.5107
149
2
151
0.0012
0.0004
100
518.67
642.47
1,585.49
1,393.29
14.62
21.61
553.58
2,388.07
9,046.99
1.3
47.39
522.05
2,388.1
8,132.37
8.4319
0.03
393
2,388
100
38.82
23.2834
148
2
152
20.0073
0.7014
100
491.19
607.08
1,485.12
1,247.8
9.35
13.65
334.82
2,323.93
8,720.53
1.08
44.44
315.23
2,388.11
8,050.85
9.214
0.02
365
2,324
100
24.53
14.7061
147
2
153
35.0024
0.8406
100
449.44
555.37
1,354.39
1,123.45
5.48
8
194.92
2,222.84
8,348.73
1.02
41.6
182.85
2,387.96
8,066.59
9.306
0.02
335
2,223
100
14.85
9.0613
146
2
154
41.9997
0.8414
100
445
549.82
1,353.23
1,118.16
3.91
5.71
138.85
2,211.84
8,313.4
1.02
41.92
130.1
2,387.95
8,083.39
9.3619
0.02
331
2,212
100
10.76
6.4619
145
2
155
24.9996
0.6207
60
462.54
536.74
1,263.44
1,043.59
7.05
9.02
175.67
1,915.29
8,008.53
0.94
36.52
164.5
2,028.23
7,872.16
10.8701
0.02
307
1,915
84.93
14.39
8.5646
144
2
156
34.9985
0.84
100
449.44
555.44
1,366.3
1,130.24
5.48
8
194.62
2,222.95
8,351.6
1.02
41.77
183.14
2,388.01
8,071.6
9.3284
0.02
333
2,223
100
14.94
8.8761
143
2
157
25.0002
0.62
60
462.54
536.59
1,259.51
1,052.22
7.05
9.03
175.52
1,915.3
8,020.23
0.94
36.63
164.49
2,028.23
7,869.16
10.8835
0.02
305
1,915
84.93
14.29
8.6256
142
2
158
10.0026
0.25
100
489.05
604.63
1,500.07
1,309.13
10.52
15.49
394.01
2,318.85
8,771.27
1.26
45.22
371.85
2,388.14
8,133.41
8.6102
0.03
370
2,319
100
28.63
17.2175
141
2
159
0.0026
0.0016
100
518.67
642.3
1,591.93
1,402.39
14.62
21.61
553.26
2,388.05
9,052.71
1.3
47.43
521.77
2,388.06
8,131.65
8.4211
0.03
393
2,388
100
39.02
23.2189
140
2
160
20.0076
0.7
100
491.19
607.04
1,485.68
1,245.94
9.35
13.65
335
2,323.96
8,720.85
1.08
44.29
315.1
2,388.04
8,058.22
9.1937
0.02
366
2,324
100
24.49
14.6928
139
2
161
42.0002
0.84
100
445
549.37
1,347.3
1,126.88
3.91
5.72
138.14
2,211.9
8,321.86
1.02
42.02
130.56
2,387.9
8,074.62
9.3614
0.02
330
2,212
100
10.53
6.3527
138
2
162
42.0076
0.84
100
445
549.62
1,356.89
1,128.49
3.91
5.72
138.53
2,211.89
8,315.69
1.02
42.02
130.41
2,387.92
8,081.71
9.3541
0.02
330
2,212
100
10.48
6.3066
137
2
163
25.0033
0.62
60
462.54
537.21
1,256.13
1,049.89
7.05
9.02
175.22
1,915.34
8,010.19
0.94
36.77
164.72
2,028.19
7,875.02
10.8641
0.02
308
1,915
84.93
14.37
8.8029
136
2
164
20.0027
0.7002
100
491.19
606.27
1,483.86
1,250.55
9.35
13.65
334.48
2,324.01
8,718.85
1.08
44.34
315.32
2,388.11
8,062.32
9.1698
0.02
365
2,324
100
24.52
14.617
135
2
165
42.0001
0.8419
100
445
549.62
1,355.84
1,117.99
3.91
5.72
139.13
2,211.85
8,321.12
1.02
41.93
130.72
2,387.9
8,082.69
9.3578
0.02
329
2,212
100
10.55
6.4243
134
2
166
20.0059
0.7
100
491.19
607.32
1,484.95
1,249.1
9.35
13.65
334.84
2,323.93
8,722.55
1.08
44.36
314.92
2,388.05
8,059.28
9.2226
0.02
364
2,324
100
24.32
14.7311
133
2
167
25.0013
0.6206
60
462.54
536.55
1,262.24
1,054.19
7.05
9.03
175.49
1,915.3
8,010.29
0.94
36.55
164.96
2,028.24
7,871.6
10.869
0.02
307
1,915
84.93
14.27
8.6395
132
2
168
42.0041
0.84
100
445
549.32
1,350.5
1,124
3.91
5.71
139.05
2,211.84
8,317.88
1.02
41.96
130.76
2,387.94
8,082.82
9.3489
0.02
331
2,212
100
10.53
6.4115
131
2
169
0.0021
0
100
518.67
641.99
1,583.54
1,400.65
14.62
21.61
553.68
2,388.11
9,054.07
1.3
47.36
522.59
2,388.08
8,135.33
8.4102
0.03
393
2,388
100
38.96
23.3918
130
2
170
20.0005
0.7
100
491.19
607.17
1,482.24
1,256.17
9.35
13.65
335.02
2,323.94
8,719.72
1.08
44.2
315.42
2,387.99
8,057.82
9.2014
0.02
364
2,324
100
24.77
14.6756
129
2
171
35.0041
0.84
100
449.44
555.22
1,362.16
1,129.53
5.48
8
193.82
2,222.96
8,346.57
1.02
41.8
183.02
2,387.99
8,067.24
9.3174
0.02
333
2,223
100
14.88
8.9217
128
2
172
0.0028
0
100
518.67
642.8
1,592.74
1,403.79
14.62
21.61
553.19
2,388.1
9,054.33
1.3
47.35
521.91
2,388.08
8,132.57
8.4205
0.03
392
2,388
100
38.89
23.3759
127
2
173
41.9987
0.8405
100
445
549.04
1,348.28
1,124.15
3.91
5.72
138.68
2,211.88
8,320.06
1.02
41.91
130.64
2,387.98
8,080.33
9.3494
0.02
331
2,212
100
10.47
6.4801
126
2
174
25
0.62
60
462.54
536.38
1,262.89
1,046.79
7.05
9.02
175.71
1,915.39
8,010.96
0.94
36.85
164.95
2,028.17
7,875.13
10.9125
0.02
307
1,915
84.93
14.28
8.5528
125
2
175
20.0057
0.7003
100
491.19
608.04
1,488.24
1,247.27
9.35
13.66
335.85
2,323.97
8,719.98
1.08
44.48
314.89
2,388.06
8,061.48
9.2246
0.02
364
2,324
100
24.59
14.6864
124
2
176
42.0036
0.8417
100
445
549.78
1,347.81
1,123.17
3.91
5.71
138.23
2,211.95
8,320.14
1.02
42.17
130.66
2,387.99
8,081.41
9.3494
0.02
331
2,212
100
10.75
6.3057
123
2
177
25.0024
0.62
60
462.54
536.99
1,255.83
1,053.04
7.05
9.03
175.66
1,915.36
8,011.85
0.94
36.65
165
2,028.21
7,873.73
10.8943
0.02
308
1,915
84.93
14.29
8.5773
122
2
178
0.002
0
100
518.67
643.05
1,590.25
1,405.24
14.62
21.61
554.12
2,388.06
9,055.23
1.3
47.44
521.78
2,388.09
8,139.22
8.4018
0.03
393
2,388
100
38.78
23.4049
121
2
179
25.0043
0.6212
60
462.54
535.99
1,262.9
1,050.31
7.05
9.03
176.08
1,915.3
8,008.49
0.94
36.8
164.48
2,028.17
7,874.13
10.8822
0.02
307
1,915
84.93
14.27
8.4999
120