UDI
int64
Product ID
string
Type
string
Air temperature [K]
float64
Process temperature [K]
float64
Rotational speed [rpm]
int64
Torque [Nm]
float64
Tool wear [min]
int64
Machine failure
int64
TWF
int64
HDF
int64
PWF
int64
OSF
int64
RNF
int64
201
L47380
L
298.4
308.6
1,609
35
103
0
0
0
0
0
0
202
L47381
L
298.3
308.5
1,575
41.2
105
0
0
0
0
0
0
203
M15062
M
298.4
308.5
1,636
35.7
107
0
0
0
0
0
0
204
L47383
L
298.4
308.5
1,490
37.9
110
0
0
0
0
0
0
205
L47384
L
298.4
308.5
1,741
32.8
112
0
0
0
0
0
0
206
M15065
M
298.5
308.6
1,344
53
114
0
0
0
0
0
0
207
L47386
L
298.5
308.7
1,609
35.3
117
0
0
0
0
0
0
208
M15067
M
298.4
308.7
1,421
60.7
119
1
0
0
1
0
0
209
L47388
L
298.4
308.6
1,591
36.7
122
0
0
0
0
0
0
210
L47389
L
298.4
308.6
1,477
44
124
0
0
0
0
0
0
211
L47390
L
298.4
308.7
1,523
36.1
126
0
0
0
0
0
0
212
L47391
L
298.5
308.7
1,575
33.9
128
0
0
0
0
0
0
213
H29626
H
298.4
308.7
1,344
52.9
130
0
0
0
0
0
0
214
L47393
L
298.4
308.7
1,386
44.9
135
0
0
0
0
0
0
215
M15074
M
298.3
308.6
1,589
37.1
137
0
0
0
0
0
0
216
L47395
L
298.3
308.6
1,548
40.3
140
0
0
0
0
0
0
217
L47396
L
298.3
308.6
1,499
38.3
142
0
0
0
0
0
0
218
L47397
L
298.3
308.5
1,664
31.6
144
0
0
0
0
0
0
219
L47398
L
298.3
308.6
1,447
38.1
146
0
0
0
0
0
0
220
M15079
M
298.3
308.5
1,434
46.2
148
0
0
0
0
0
0
221
L47400
L
298.3
308.5
1,416
52.7
151
0
0
0
0
0
0
222
H29635
H
298.4
308.5
1,827
24.3
153
0
0
0
0
0
0
223
L47402
L
298.4
308.6
1,304
45
158
0
0
0
0
0
0
224
L47403
L
298.4
308.6
1,569
34.4
160
0
0
0
0
0
0
225
L47404
L
298.3
308.6
1,584
29.3
162
0
0
0
0
0
0
226
L47405
L
298.3
308.5
1,362
53.8
164
0
0
0
0
0
0
227
L47406
L
298.3
308.4
1,329
49.2
166
0
0
0
0
0
0
228
L47407
L
298.3
308.5
1,539
36.1
168
0
0
0
0
0
0
229
M15088
M
298.3
308.5
1,629
37.1
170
0
0
0
0
0
0
230
L47409
L
298.3
308.5
1,538
32.2
173
0
0
0
0
0
0
231
L47410
L
298.3
308.6
1,570
34.8
175
0
0
0
0
0
0
232
L47411
L
298.3
308.4
1,408
43.1
177
0
0
0
0
0
0
233
L47412
L
298.2
308.4
1,424
47.6
179
0
0
0
0
0
0
234
L47413
L
298.2
308.4
1,512
34.9
181
0
0
0
0
0
0
235
L47414
L
298.2
308.4
1,478
42.9
183
0
0
0
0
0
0
236
M15095
M
298.1
308.3
1,680
33.7
185
0
0
0
0
0
0
237
L47416
L
298.1
308.3
1,495
38.7
188
0
0
0
0
0
0
238
M15097
M
298
308.1
1,552
36.6
190
0
0
0
0
0
0
239
L47418
L
297.9
308.1
1,393
50.3
193
0
0
0
0
0
0
240
L47419
L
298
308.2
1,611
30.6
195
0
0
0
0
0
0
241
M15100
M
298
308.1
1,339
51.6
197
0
0
0
0
0
0
242
L47421
L
298
308.1
1,777
24.3
200
0
0
0
0
0
0
243
L47422
L
298
308.2
1,348
58.8
202
1
0
0
0
1
0
244
L47423
L
298
308.2
1,442
44.1
204
0
0
0
0
0
0
245
M15104
M
298
308.2
1,395
49.1
206
0
0
0
0
0
0
246
M15105
M
297.9
308.1
1,627
31.4
209
0
0
0
0
0
0
247
L47426
L
297.9
308.1
1,585
33.5
212
0
0
0
0
0
0
248
L47427
L
298
308.2
1,469
45.5
214
0
0
0
0
0
0
249
L47428
L
298
308.3
1,362
56.8
216
1
0
0
0
1
0
250
L47429
L
298
308.3
1,405
56.2
218
1
0
0
0
1
0
251
L47430
L
298
308.3
1,662
32.7
0
0
0
0
0
0
0
252
M15111
M
298
308.2
1,466
42.6
2
0
0
0
0
0
0
253
L47432
L
298
308.2
1,620
35.8
5
0
0
0
0
0
0
254
L47433
L
298
308.2
1,357
48.2
7
0
0
0
0
0
0
255
L47434
L
298
308.2
1,514
37.9
9
0
0
0
0
0
0
256
L47435
L
298
308.2
1,489
40.4
11
0
0
0
0
0
0
257
L47436
L
298.1
308.3
1,331
63
13
0
0
0
0
0
0
258
L47437
L
298
308
1,615
29.5
15
0
0
0
0
0
0
259
L47438
L
298.1
308.2
1,482
37.9
17
0
0
0
0
0
0
260
M15119
M
298.1
308.2
1,420
63.9
19
1
0
0
1
0
0
261
M15120
M
298.2
308.3
1,522
49.1
22
0
0
0
0
0
0
262
L47441
L
298.1
308.2
1,654
32.1
25
0
0
0
0
0
0
263
M15122
M
298.1
308.2
1,736
26.8
27
0
0
0
0
0
0
264
M15123
M
298
308.1
1,587
32.3
30
0
0
0
0
0
0
265
L47444
L
298.1
308.2
1,390
47.5
33
0
0
0
0
0
0
266
L47445
L
298
308.1
1,454
37.1
35
0
0
0
0
0
0
267
H29680
H
298
308.1
1,440
43.7
37
0
0
0
0
0
0
268
L47447
L
297.9
308
1,954
21.1
42
0
0
0
0
0
0
269
H29682
H
297.9
308
1,800
24.8
44
0
0
0
0
0
0
270
L47449
L
298
308
1,524
37
49
0
0
0
0
0
0
271
H29684
H
298
308
1,520
39.6
51
0
0
0
0
0
0
272
M15131
M
298.1
308.1
1,452
40.8
56
0
0
0
0
0
0
273
L47452
L
298.1
308.1
1,484
40.4
59
0
0
0
0
0
0
274
L47453
L
298.1
308
1,426
46
61
0
0
0
0
0
0
275
L47454
L
298.1
308
1,652
28.5
63
0
0
0
0
0
0
276
L47455
L
298
308
1,401
54.7
65
0
0
0
0
0
0
277
M15136
M
298
307.9
1,750
26.6
67
0
0
0
0
0
0
278
H29691
H
298
308
1,479
50.7
70
0
0
0
0
0
0
279
M15138
M
298
308
1,620
29.4
75
0
0
0
0
0
0
280
L47459
L
298
308.1
1,819
23.4
78
0
0
0
0
0
0
281
M15140
M
298.1
308.1
1,456
43.7
80
0
0
0
0
0
0
282
L47461
L
298.1
308
1,626
36.5
83
0
0
0
0
0
0
283
M15142
M
298.1
308.1
1,390
49.8
85
0
0
0
0
0
0
284
L47463
L
298.2
308.2
1,469
43
88
0
0
0
0
0
0
285
L47464
L
298.2
308.3
2,051
19.2
90
0
0
0
0
0
0
286
L47465
L
298.2
308.3
1,568
36
92
0
0
0
0
0
0
287
L47466
L
298.2
308.3
1,589
33.2
94
0
0
0
0
0
0
288
L47467
L
298.2
308.3
1,805
31.6
96
0
0
0
0
0
0
289
H29702
H
298.2
308.4
1,385
42.2
98
0
0
0
0
0
0
290
L47469
L
298.1
308.4
1,436
46.7
103
0
0
0
0
0
0
291
L47470
L
298.1
308.4
1,438
45.6
105
0
0
0
0
0
0
292
L47471
L
298
308.3
1,473
42.6
107
0
0
0
0
0
0
293
L47472
L
298.1
308.4
1,335
40.2
109
0
0
0
0
0
0
294
H29707
H
298.1
308.5
1,392
44.8
111
0
0
0
0
0
0
295
M15154
M
298.1
308.5
1,372
51.1
116
0
0
0
0
0
0
296
M15155
M
298.1
308.6
1,716
30.7
119
0
0
0
0
0
0
297
L47476
L
298
308.5
1,395
46.2
122
0
0
0
0
0
0
298
L47477
L
298
308.5
1,713
25.3
124
0
0
0
0
0
0
299
H29712
H
297.9
308.5
2,129
18.7
126
0
0
0
0
0
0
300
M15159
M
297.8
308.3
1,567
35.6
131
0
0
0
0
0
0