UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
6,201
L
301
332.259259
1,679
29.8
64
0
6,202
M
301
332.259259
1,510
44.5
66
0
6,203
L
301
332.259259
1,296
54.9
69
0
6,204
L
301
332.259259
1,404
41.8
71
0
6,205
M
300.9
331.888889
1,519
34.9
73
0
6,206
M
300.9
331.518519
1,696
27.3
76
0
6,207
M
300.8
331.148148
1,669
28.4
79
0
6,208
L
300.7
331.148148
1,447
40.7
82
0
6,209
M
300.7
331.148148
1,418
46.3
84
0
6,210
L
300.7
331.148148
1,407
40.5
87
0
6,211
L
300.8
330.777778
1,434
44.5
89
0
6,212
L
300.8
331.148148
1,360
48.8
91
0
6,213
L
300.8
331.148148
1,402
53.7
93
0
6,214
L
300.9
331.148148
1,552
34.9
95
0
6,215
L
300.9
331.518519
1,392
44.2
97
0
6,216
L
301.1
331.888889
1,521
41
99
0
6,217
L
301.1
331.888889
1,724
27.5
101
0
6,218
M
301
331.518519
1,455
46.1
103
0
6,219
H
301
331.148148
1,366
50.6
106
0
6,220
H
301.1
331.148148
1,407
43.9
111
0
6,221
L
301.1
331.888889
1,470
49.3
116
0
6,222
M
301.2
332.259259
1,359
50.8
118
0
6,223
H
301.1
331.888889
1,792
25.8
121
0
6,224
M
301.1
332.259259
1,552
37.9
126
0
6,225
L
301.2
332.62963
1,612
32.9
129
0
6,226
M
301.2
332.62963
1,424
41.4
131
0
6,227
H
301.3
332.62963
1,341
59.3
134
0
6,228
L
301.2
331.888889
1,479
38.2
139
0
6,229
L
301.2
332.259259
1,413
50.1
141
0
6,230
L
301.3
332.259259
2,165
17.4
143
0
6,231
M
301.3
332.62963
1,641
33
145
0
6,232
M
301.3
332.62963
1,495
40.8
148
0
6,233
L
301.3
332.62963
1,576
30.4
151
0
6,234
L
301.2
332.259259
1,467
37.1
153
0
6,235
L
301.2
331.888889
1,479
41.2
155
0
6,236
L
301.3
332.259259
1,596
33.9
157
0
6,237
M
301.3
332.259259
1,512
36.9
159
0
6,238
L
301.4
332.259259
1,414
38.8
162
0
6,239
L
301.3
331.888889
1,390
57.4
164
0
6,240
L
301.2
331.518519
1,644
31.6
166
0
6,241
M
301.2
331.518519
1,394
42.8
168
0
6,242
L
301.1
330.777778
1,324
52.4
171
0
6,243
L
301
330.407407
1,476
43.6
173
0
6,244
L
301
330.407407
2,204
16.6
175
0
6,245
M
301
330.407407
1,665
30.9
177
0
6,246
L
300.9
330.407407
1,445
41.7
180
0
6,247
H
300.8
330.037037
1,457
46.8
182
0
6,248
L
300.8
329.666667
1,492
46.3
187
0
6,249
L
300.8
329.296296
1,405
61.2
189
1
6,250
L
300.7
329.296296
1,542
35.5
191
0
6,251
L
300.8
329.666667
1,520
37.7
193
0
6,252
M
300.8
329.666667
1,598
36.5
195
0
6,253
L
300.8
330.037037
1,538
36.1
198
0
6,254
L
300.9
330.407407
1,615
30.9
200
0
6,255
L
301
330.777778
1,408
47
202
0
6,256
L
301
330.777778
1,379
57.3
204
1
6,257
L
301
331.148148
1,493
37.8
206
1
6,258
L
301.1
331.518519
1,376
49.1
0
0
6,259
M
301.1
331.518519
1,583
40.7
2
0
6,260
M
301.2
331.888889
1,396
47.4
5
0
6,261
L
301.1
331.518519
1,436
45.3
8
0
6,262
L
301.1
331.148148
1,417
47.6
10
0
6,263
L
301
331.148148
1,641
33.4
12
0
6,264
M
301
331.148148
1,698
27.3
14
0
6,265
L
300.9
330.407407
1,541
39.1
17
0
6,266
L
300.8
330.037037
1,383
46.6
19
0
6,267
L
300.8
330.407407
1,368
46.8
21
0
6,268
L
300.8
330.407407
1,570
35.2
23
0
6,269
L
300.9
330.777778
1,616
33.5
25
0
6,270
M
300.9
330.777778
1,444
43.2
27
0
6,271
L
300.9
330.407407
2,021
18.8
30
0
6,272
M
300.9
330.777778
1,702
29.3
32
0
6,273
M
301.1
331.148148
1,429
52.7
35
0
6,274
L
301.2
331.888889
1,711
28.9
38
0
6,275
M
301.2
331.518519
1,543
32.9
40
0
6,276
L
301.3
331.888889
1,628
32.2
43
0
6,277
L
301.2
331.888889
1,233
64.6
45
0
6,278
L
301.2
331.888889
1,461
40.6
47
0
6,279
L
301.2
331.518519
1,568
38.3
49
0
6,280
L
301.3
331.888889
1,432
54.4
51
0
6,281
M
301.2
331.518519
1,527
41.1
53
0
6,282
M
301.3
331.888889
1,455
41.2
56
0
6,283
M
301.3
331.888889
1,418
45.4
59
0
6,284
L
301.3
331.888889
1,719
29.5
62
0
6,285
M
301.2
331.888889
1,734
31.3
64
0
6,286
M
301.2
331.518519
1,426
46.1
67
0
6,287
L
301.1
331.148148
1,611
35.2
70
0
6,288
M
301.1
331.148148
1,479
41.1
72
0
6,289
L
301
330.777778
1,317
50.9
75
0
6,290
L
301
330.777778
1,248
61.4
77
0
6,291
L
301
330.777778
1,932
21.7
79
0
6,292
M
301.1
330.777778
1,547
35.8
81
0
6,293
L
301
330.407407
1,614
31.6
84
0
6,294
H
301
330.407407
1,512
44.9
86
0
6,295
L
301.1
330.777778
1,529
38.7
91
0
6,296
H
301.1
331.148148
1,782
24.9
93
0
6,297
L
301
330.777778
1,429
39.4
98
0
6,298
M
301.1
330.777778
1,309
60.7
100
0
6,299
L
301.1
330.777778
1,428
44.1
103
0
6,300
L
301.2
331.148148
1,385
49.2
105
0