Datasets:
Fitjv
/
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
101
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298.8
324.851852
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298.8
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298.8
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298.8
324.481482
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298.8
324.111111
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298.8
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298.8
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298.8
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298.9
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298.9
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298.8
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298.7
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298.8
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298.8
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298.8
323.740741
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298.8
323.740741
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298.9
324.111111
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298.8
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101
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M
298.8
323.740741
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298.7
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298.9
324.111111
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298.9
324.111111
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123
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299
324.481482
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124
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298.9
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125
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298.9
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298.9
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299
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298.9
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299
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298.9
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131
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298.8
323
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132
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298.8
323
1,737
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130
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133
M
298.7
323
1,441
43.2
132
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134
M
298.7
323
1,430
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135
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135
L
298.8
323
1,369
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138
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136
M
298.8
323.37037
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298.7
323.37037
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298.7
323.740741
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139
H
298.8
323.740741
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140
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298.8
323.740741
1,268
55.8
155
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141
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298.8
323.740741
1,511
36.1
157
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142
L
298.7
323.37037
1,544
35.2
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143
M
298.6
323
1,778
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H
298.6
323
1,407
50.5
164
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145
M
298.6
323
1,391
42.4
169
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146
L
298.5
323
1,513
33.6
172
0
147
H
298.5
323
1,612
36.1
174
0
148
L
298.4
323
1,515
40.1
179
0
149
M
298.3
322.62963
1,379
48
181
0
150
L
298.4
322.62963
1,473
39.9
184
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151
L
298.4
322.62963
1,422
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186
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152
M
298.4
322.259259
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188
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153
M
298.4
322.259259
1,584
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191
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154
L
298.4
322.259259
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27
194
0
155
L
298.4
322.259259
1,528
36.2
196
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156
H
298.4
322.259259
1,987
19.8
198
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157
M
298.4
321.888889
1,495
46
203
0
158
H
298.4
322.259259
1,478
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206
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159
M
298.4
322.259259
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40
211
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160
L
298.4
322.259259
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214
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161
L
298.4
322.259259
1,282
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216
1
162
L
298.3
321.888889
1,412
52.3
218
1
163
L
298.3
321.888889
1,586
35.5
0
0
164
M
298.4
322.259259
1,468
43.8
2
0
165
M
298.5
322.62963
1,440
43.6
5
0
166
L
298.5
323
1,733
26
8
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167
H
298.4
322.259259
1,612
32.6
10
0
168
H
298.4
322.62963
1,458
42.9
15
0
169
L
298.4
322.62963
1,433
62.3
20
1
170
L
298.4
322.62963
1,318
59.1
22
0
171
M
298.4
322.259259
1,610
35
24
0
172
L
298.2
321.888889
1,462
50.8
27
0
173
M
298.1
321.518519
1,924
20.8
29
0
174
M
298.2
321.518519
1,591
33.7
32
0
175
L
298.2
321.888889
1,306
58.3
35
0
176
L
298.2
321.888889
1,382
43.5
37
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177
L
298.2
321.888889
1,618
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39
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178
L
298.2
322.259259
1,988
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41
0
179
L
298.2
322.259259
1,436
50.2
43
0
180
L
298.2
322.62963
1,304
49.8
45
0
181
L
298.2
322.62963
1,475
49.9
47
0
182
H
298.2
322.62963
1,824
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49
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183
M
298.1
322.259259
1,342
48.1
54
0
184
L
298.1
322.259259
1,485
40.7
57
0
185
L
298.2
322.259259
1,667
30.6
59
0
186
L
298.2
322.259259
1,446
38.2
61
0
187
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298.1
322.62963
1,301
56
63
0
188
L
298.2
323
1,379
43.1
65
0
189
L
298.3
323.37037
1,606
33.6
67
0
190
M
298.3
323
1,539
43.4
69
0
191
L
298.2
323
1,477
49.9
72
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192
L
298.2
323
1,666
34.6
74
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193
H
298.2
323
1,398
51.8
76
0
194
H
298.2
323
1,678
34.6
81
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195
M
298.2
323.37037
2,678
10.7
86
1
196
L
298.3
323.37037
1,453
42.9
89
0
197
H
298.3
323.740741
1,432
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91
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198
M
298.4
323.740741
1,527
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96
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L
298.4
324.111111
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35
99
0
200
L
298.4
323.740741
1,433
47.1
101
0