UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
3,201
M
300.1
325.962963
1,454
44.4
19
0
3,202
L
300.2
325.592593
1,479
47
22
0
3,203
L
300.2
325.962963
1,430
43.4
24
0
3,204
M
300.1
325.592593
1,533
38
26
0
3,205
L
300.1
325.222222
1,404
54.8
29
0
3,206
M
300.1
324.851852
1,548
38.4
31
0
3,207
M
300.1
325.222222
1,612
33
34
0
3,208
M
300.2
325.222222
1,642
31.2
37
0
3,209
M
300.2
325.592593
1,406
42.2
40
0
3,210
L
300.3
325.962963
1,587
31.4
43
0
3,211
M
300.3
325.962963
1,364
47.6
45
0
3,212
L
300.3
325.962963
1,462
51.4
48
0
3,213
L
300.3
325.962963
1,649
32.4
50
0
3,214
L
300.4
325.962963
1,752
29
52
0
3,215
H
300.4
326.333333
1,396
51.2
54
0
3,216
M
300.5
326.703704
2,179
16.3
59
0
3,217
L
300.5
327.074074
1,653
27.6
62
0
3,218
L
300.6
327.074074
2,025
21.4
64
0
3,219
L
300.6
327.444444
1,426
53.6
66
0
3,220
M
300.6
327.444444
1,503
38.4
68
0
3,221
M
300.7
327.444444
1,525
36.5
71
0
3,222
L
300.6
327.444444
1,423
49.1
74
0
3,223
M
300.7
327.814815
1,435
44.7
76
0
3,224
H
300.6
327.074074
1,495
36.5
79
0
3,225
M
300.6
327.074074
1,557
33.8
84
0
3,226
L
300.6
326.703704
1,474
40.7
87
0
3,227
L
300.5
326.333333
1,465
46
89
0
3,228
M
300.5
326.333333
1,589
34.9
91
0
3,229
L
300.5
326.333333
1,475
46.8
94
0
3,230
L
300.6
326.703704
1,442
43.2
96
0
3,231
L
300.6
326.703704
1,556
36
98
0
3,232
L
300.7
326.333333
1,425
45.3
100
0
3,233
L
300.7
326.333333
1,580
38.3
102
0
3,234
H
300.8
326.703704
1,474
40.7
104
0
3,235
L
300.8
326.703704
1,489
38.4
109
0
3,236
L
300.8
326.703704
1,946
20.5
111
0
3,237
M
300.8
326.703704
1,342
62.4
113
1
3,238
M
300.9
327.074074
1,758
26.8
116
0
3,239
M
300.9
326.703704
1,724
25.6
119
0
3,240
L
301
327.074074
1,430
48.5
122
0
3,241
L
300.9
327.074074
1,612
35.2
124
0
3,242
H
300.9
327.074074
1,469
43.4
126
0
3,243
L
300.9
327.444444
1,384
42.4
131
0
3,244
L
301
327.444444
1,724
28.1
133
0
3,245
M
301
327.444444
1,397
48
135
0
3,246
M
301
327.444444
1,588
32.7
138
0
3,247
L
301
327.814815
1,468
42
141
0
3,248
M
301
328.185185
1,594
31.1
143
0
3,249
M
301
327.814815
1,511
39.3
146
0
3,250
L
301.1
328.185185
1,493
38.9
149
0
3,251
H
301.2
328.185185
1,709
27
151
0
3,252
L
301.1
327.444444
1,501
36.1
156
0
3,253
L
301.1
327.814815
1,668
30.8
158
0
3,254
L
301.1
327.444444
1,502
48.9
160
0
3,255
M
301
327.814815
1,288
58.4
162
0
3,256
L
301
327.814815
1,491
42.9
165
0
3,257
L
301.1
328.185185
1,519
39.6
167
0
3,258
L
301.2
328.555556
1,984
19.7
169
0
3,259
L
301.2
328.555556
1,643
32.9
171
0
3,260
M
301.2
328.925926
1,625
31.6
173
0
3,261
M
301.3
328.925926
2,068
17.8
176
0
3,262
H
301.3
329.296296
1,469
39.7
179
0
3,263
L
301.3
329.296296
1,558
36.3
184
0
3,264
L
301.3
328.925926
1,344
54.8
186
0
3,265
H
301.3
329.296296
1,455
44.1
188
0
3,266
L
301.3
329.296296
1,355
53.6
193
0
3,267
L
301.3
329.296296
1,269
56.8
195
1
3,268
L
301.3
328.925926
1,550
41.5
197
0
3,269
M
301.3
329.296296
1,525
37.8
199
0
3,270
M
301.3
328.925926
1,696
32.4
202
0
3,271
L
301.4
329.296296
1,937
21.8
205
0
3,272
M
301.4
328.925926
1,689
32.1
207
0
3,273
M
301.3
328.925926
1,593
30.8
210
0
3,274
M
301.3
328.555556
1,565
36
213
0
3,275
L
301.3
328.925926
1,665
31.4
0
0
3,276
H
301.3
328.925926
1,532
36.3
2
0
3,277
L
301.3
328.925926
1,438
40.9
7
0
3,278
L
301.3
329.296296
1,531
41.6
9
0
3,279
L
301.3
328.925926
1,506
40.8
11
0
3,280
L
301.2
328.555556
1,382
52.4
13
0
3,281
M
301.2
328.555556
1,456
50.8
15
0
3,282
M
301.2
328.925926
1,445
45.6
18
0
3,283
L
301.2
328.555556
1,515
40.9
21
0
3,284
L
301.2
328.555556
1,449
45.5
23
0
3,285
H
301.2
328.555556
1,362
50.7
25
0
3,286
L
301.2
328.555556
1,687
29.7
30
0
3,287
L
301.2
328.925926
1,618
37.6
32
0
3,288
M
301.2
329.296296
1,558
32.6
34
0
3,289
L
301.3
329.296296
1,662
31
37
0
3,290
M
301.2
329.296296
1,295
56.6
39
0
3,291
L
301.2
329.666667
1,385
42.3
42
0
3,292
M
301.2
329.296296
1,479
45.5
44
0
3,293
L
301.3
330.037037
1,400
44.3
47
0
3,294
M
301.2
330.037037
1,357
54.5
49
0
3,295
L
301.1
329.666667
1,657
34.1
52
0
3,296
L
301.1
329.666667
1,496
43.4
54
0
3,297
M
301.2
330.037037
1,379
43.2
56
0
3,298
L
301.2
330.037037
1,548
38.6
59
0
3,299
L
301.2
330.037037
1,499
38.1
61
0
3,300
L
301.3
330.777778
1,390
45.8
63
0