Datasets:
harikbab02
/
Machine-Failure-Prediction

Dataset card Data Studio Files
xet
Community
1
UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
9,801
H
298.5
326.333333
1,421
50.3
124
0
9,802
M
298.4
326.333333
1,496
45.6
129
0
9,803
H
298.4
326.333333
1,984
19.2
132
0
9,804
L
298.4
325.962963
1,692
29.8
137
0
9,805
L
298.4
325.592593
1,467
42.5
139
0
9,806
L
298.4
325.962963
1,651
28.5
141
0
9,807
L
298.3
325.592593
1,417
60.5
143
0
9,808
L
298.2
325.222222
1,413
55
145
0
9,809
M
298.2
325.222222
1,441
44.2
147
0
9,810
M
298.2
325.222222
1,353
50.3
150
0
9,811
L
298.1
325.222222
1,502
40.9
153
0
9,812
L
298.2
325.222222
1,610
31.7
155
0
9,813
M
298.2
325.592593
1,411
45.8
157
0
9,814
L
298.3
325.592593
1,387
52.3
160
0
9,815
H
298.3
325.592593
1,430
40.9
162
0
9,816
M
298.4
325.592593
1,576
38.8
167
0
9,817
M
298.5
325.962963
1,721
29.4
170
0
9,818
M
298.5
326.333333
1,465
42.4
173
0
9,819
M
298.6
326.703704
1,407
45.1
176
0
9,820
M
298.6
326.703704
1,464
36.9
179
0
9,821
M
298.6
327.074074
1,568
36.7
182
0
9,822
L
298.6
326.703704
1,667
35.6
185
0
9,823
L
298.5
326.703704
1,360
60.9
187
1
9,824
M
298.5
326.333333
1,488
43.7
189
0
9,825
L
298.4
326.333333
1,504
39.3
192
0
9,826
L
298.4
325.962963
1,610
32.4
194
0
9,827
L
298.4
325.962963
1,345
52.7
196
0
9,828
M
298.3
326.333333
1,376
57
198
0
9,829
L
298.4
326.703704
1,385
50
201
0
9,830
M
298.4
326.703704
1,429
41.8
203
0
9,831
L
298.3
326.333333
1,337
56.1
206
1
9,832
L
298.4
326.333333
1,542
35.4
208
0
9,833
L
298.4
325.962963
2,118
17.7
210
0
9,834
L
298.3
325.592593
1,386
45.3
212
0
9,835
M
298.3
325.592593
1,632
32.7
0
0
9,836
L
298.4
326.333333
1,545
36.9
3
0
9,837
M
298.4
326.333333
1,390
53.6
5
0
9,838
M
298.4
326.333333
1,355
50.6
8
0
9,839
L
298.4
325.962963
1,425
45.5
11
0
9,840
M
298.4
325.962963
1,491
51.2
13
0
9,841
H
298.3
325.962963
1,486
42.4
16
0
9,842
M
298.3
325.962963
1,359
51.4
21
0
9,843
L
298.4
326.333333
1,395
47.6
24
0
9,844
L
298.3
325.962963
1,383
52.1
26
0
9,845
H
298.3
325.592593
1,484
37
28
0
9,846
L
298.3
325.592593
1,421
47.4
33
0
9,847
L
298.3
325.222222
1,339
58.8
35
0
9,848
L
298.4
325.592593
1,362
46.1
37
0
9,849
H
298.5
325.962963
1,568
40.6
39
0
9,850
L
298.6
326.703704
2,312
15.5
44
0
9,851
M
298.5
326.333333
1,498
34.6
46
0
9,852
M
298.5
326.333333
1,761
27.2
49
0
9,853
L
298.6
326.703704
1,316
51.4
52
0
9,854
L
298.6
326.703704
1,525
37.8
54
0
9,855
H
298.6
326.703704
1,362
45.3
56
0
9,856
L
298.7
327.444444
1,516
38.5
61
0
9,857
L
298.6
327.074074
1,450
44.2
63
0
9,858
M
298.6
327.074074
1,366
55
65
0
9,859
L
298.5
327.074074
1,547
33.1
68
0
9,860
M
298.6
327.074074
1,580
33.9
70
0
9,861
H
298.7
327.444444
1,755
26.9
73
0
9,862
M
298.7
327.444444
1,800
24.8
78
0
9,863
M
298.8
327.814815
1,439
45.8
81
0
9,864
L
298.9
328.185185
1,411
56.3
84
0
9,865
M
298.9
328.555556
1,645
31.4
86
0
9,866
M
298.9
328.185185
2,450
13.9
89
0
9,867
L
299
328.555556
1,630
34
92
0
9,868
L
299
328.555556
1,411
44.7
94
0
9,869
L
298.9
328.555556
1,526
35.4
96
0
9,870
L
298.9
328.555556
1,590
31.3
98
0
9,871
H
299
328.555556
1,884
25.6
100
0
9,872
M
298.9
328.185185
1,947
21.7
105
0
9,873
L
298.9
328.555556
1,373
52.1
108
0
9,874
L
298.9
328.185185
1,616
36.5
110
0
9,875
M
298.9
328.555556
1,449
44.1
112
0
9,876
M
298.9
328.185185
1,363
50.6
115
0
9,877
H
298.8
327.814815
1,461
55.1
118
0
9,878
L
298.8
327.814815
1,374
58.6
123
0
9,879
L
298.7
327.814815
1,293
59.1
125
0
9,880
M
298.8
328.185185
1,490
38.6
127
0
9,881
L
298.8
328.185185
1,753
27.5
130
0
9,882
L
298.8
328.185185
1,493
38.5
132
0
9,883
L
298.8
328.185185
1,895
22
134
0
9,884
H
298.7
327.444444
1,654
34.3
136
0
9,885
L
298.7
327.074074
1,673
30.8
141
0
9,886
L
298.8
327.444444
1,613
27.7
143
0
9,887
L
298.8
327.444444
1,903
22.3
145
0
9,888
L
298.8
327.074074
1,368
44.7
147
0
9,889
M
298.8
327.444444
1,575
34.4
149
0
9,890
H
298.8
327.444444
1,516
40.2
152
0
9,891
L
298.8
327.074074
1,645
32.8
157
0
9,892
L
298.8
327.074074
1,374
48.1
159
0
9,893
H
298.9
327.814815
1,407
48.6
161
0
9,894
M
298.9
327.444444
1,284
55.3
166
0
9,895
L
298.9
327.074074
1,645
31.1
169
0
9,896
L
298.8
326.703704
1,387
54.1
171
0
9,897
M
298.8
326.333333
1,618
35.1
173
0
9,898
L
298.8
326.333333
1,357
47.1
176
0
9,899
L
298.7
325.962963
1,396
44.8
178
0
9,900
L
298.7
325.962963
1,586
31.4
180
0