Unnamed: 0
int64
0
2.08M
Date
stringlengths
10
10
Time
stringlengths
8
8
Global_active_power
float64
0.08
11.1
Global_reactive_power
float64
0
1.39
Voltage
float64
223
254
Global_intensity
float64
0.2
48.4
Sub_metering_1
float64
0
88
Sub_metering_2
float64
0
80
Sub_metering_3
float64
0
31
Datetime
stringlengths
19
19
gap_monthly
float64
0.08
7.97
grp_monthly
float64
0
0.79
v_monthly
float64
226
252
gi_monthly
float64
0.22
34.2
2,073,179
2010-11-25
10:23:00
0.75
0
241.9
3
0
0
0
2010-11-25 10:23:00
0.7518
0.074267
240.524
3.126667
2,073,180
2010-11-25
10:24:00
0.748
0
242.64
3
0
0
0
2010-11-25 10:24:00
0.754
0.074267
240.59
3.133333
2,073,181
2010-11-25
10:25:00
0.75
0
242.77
3
0
0
0
2010-11-25 10:25:00
0.756467
0.074267
240.687333
3.14
2,073,182
2010-11-25
10:26:00
0.748
0
242.44
3
0
0
0
2010-11-25 10:26:00
0.758933
0.074267
240.755333
3.146667
2,073,183
2010-11-25
10:27:00
0.75
0
241.98
3
0
0
0
2010-11-25 10:27:00
0.761467
0.074267
240.805667
3.153333
2,073,184
2010-11-25
10:28:00
0.752
0
241.93
3.2
0
0
0
2010-11-25 10:28:00
0.763867
0.074267
240.853333
3.166667
2,073,185
2010-11-25
10:29:00
0.75
0
242.65
3
0
0
0
2010-11-25 10:29:00
0.766133
0.074267
240.917
3.173333
2,073,186
2010-11-25
10:30:00
0.75
0
243.43
3
0
0
0
2010-11-25 10:30:00
0.7684
0.074267
241.004333
3.18
2,073,187
2010-11-25
10:31:00
0.75
0
243.73
3
0
0
0
2010-11-25 10:31:00
0.770867
0.074267
241.132667
3.186667
2,073,188
2010-11-25
10:32:00
0.864
0
243.68
3.6
0
0
0
2010-11-25 10:32:00
0.7772
0.074267
241.245667
3.213333
2,073,189
2010-11-25
10:33:00
0.918
0
242.46
3.8
0
0
0
2010-11-25 10:33:00
0.785333
0.074267
241.323667
3.246667
2,073,190
2010-11-25
10:34:00
0.752
0
242.53
3
0
0
0
2010-11-25 10:34:00
0.787733
0.074267
241.400333
3.253333
2,073,191
2010-11-25
10:35:00
0.744
0
241.1
3
0
0
0
2010-11-25 10:35:00
0.7898
0.074267
241.411333
3.26
2,073,192
2010-11-25
10:36:00
0.666
0.048
240.73
2.8
0
0
0
2010-11-25 10:36:00
0.789267
0.075867
241.413
3.26
2,073,193
2010-11-25
10:37:00
0.642
0.048
242.35
2.6
0
0
0
2010-11-25 10:37:00
0.7854
0.075733
241.492667
3.24
2,073,194
2010-11-25
10:38:00
0.646
0.048
242.2
2.6
0
0
0
2010-11-25 10:38:00
0.781
0.074133
241.588333
3.22
2,073,195
2010-11-25
10:39:00
0.636
0.05
241.47
2.6
0
0
0
2010-11-25 10:39:00
0.776333
0.072667
241.666333
3.2
2,073,196
2010-11-25
10:40:00
0.63
0.052
240.52
2.6
0
0
0
2010-11-25 10:40:00
0.7714
0.0712
241.712333
3.18
2,073,197
2010-11-25
10:41:00
0.408
0.07
240.43
1.8
0
0
0
2010-11-25 10:41:00
0.759
0.070267
241.729667
3.133333
2,073,198
2010-11-25
10:42:00
0.36
0.074
239.71
1.6
0
0
0
2010-11-25 10:42:00
0.743133
0.0676
241.726333
3.066667
2,073,199
2010-11-25
10:43:00
0.488
0.054
240.44
2
0
0
0
2010-11-25 10:43:00
0.730867
0.062467
241.676333
3.013333
2,073,200
2010-11-25
10:44:00
0.472
0.054
240.9
2
0
0
0
2010-11-25 10:44:00
0.718133
0.0574
241.656667
2.96
2,073,201
2010-11-25
10:45:00
0.386
0.058
240.92
1.6
0
0
0
2010-11-25 10:45:00
0.702533
0.052533
241.653667
2.893333
2,073,202
2010-11-25
10:46:00
0.382
0.056
240.41
1.6
0
0
0
2010-11-25 10:46:00
0.686867
0.0476
241.645
2.826667
2,073,203
2010-11-25
10:47:00
0.376
0.056
240.59
1.6
0
0
0
2010-11-25 10:47:00
0.671
0.042667
241.637
2.76
2,073,204
2010-11-25
10:48:00
0.374
0.056
240.86
1.6
0
0
0
2010-11-25 10:48:00
0.6552
0.037667
241.627
2.693333
2,073,205
2010-11-25
10:49:00
0.38
0.058
241
1.6
0
0
0
2010-11-25 10:49:00
0.6398
0.0328
241.628333
2.626667
2,073,206
2010-11-25
10:50:00
0.414
0.08
241.61
1.8
0
0
0
2010-11-25 10:50:00
0.6256
0.028733
241.655
2.566667
2,073,207
2010-11-25
10:51:00
0.456
0.162
241.22
2
0
0
0
2010-11-25 10:51:00
0.616333
0.034133
241.666
2.533333
2,073,208
2010-11-25
10:52:00
0.446
0.158
240.67
2
0
0
0
2010-11-25 10:52:00
0.606267
0.0394
241.642333
2.5
2,073,209
2010-11-25
10:53:00
0.444
0.156
240.28
2
0
0
0
2010-11-25 10:53:00
0.596067
0.0446
241.588333
2.466667
2,073,210
2010-11-25
10:54:00
0.442
0.154
239.64
2
0
0
0
2010-11-25 10:54:00
0.585867
0.049733
241.488333
2.433333
2,073,211
2010-11-25
10:55:00
0.442
0.156
240.09
2
0
0
0
2010-11-25 10:55:00
0.5756
0.054933
241.399
2.4
2,073,212
2010-11-25
10:56:00
0.446
0.162
241.58
2
0
0
0
2010-11-25 10:56:00
0.565533
0.060333
241.370333
2.366667
2,073,213
2010-11-25
10:57:00
0.362
0
242.1
1.6
0
0
0
2010-11-25 10:57:00
0.5526
0.060333
241.374333
2.32
2,073,214
2010-11-25
10:58:00
0.356
0
242.11
1.6
0
0
0
2010-11-25 10:58:00
0.5394
0.060333
241.380333
2.266667
2,073,215
2010-11-25
10:59:00
0.312
0
240.99
1.4
0
0
0
2010-11-25 10:59:00
0.5248
0.060333
241.325
2.213333
2,073,216
2010-11-25
11:00:00
0.282
0.074
241.66
1.2
0
0
0
2010-11-25 11:00:00
0.5092
0.0628
241.266
2.153333
2,073,217
2010-11-25
11:01:00
0.36
0.074
241.22
1.8
0
0
0
2010-11-25 11:01:00
0.4962
0.065267
241.182333
2.113333
2,073,218
2010-11-25
11:02:00
0.39
0.074
241.72
1.8
0
0
0
2010-11-25 11:02:00
0.4804
0.067733
241.117
2.053333
2,073,219
2010-11-25
11:03:00
0.406
0.074
242.14
2
0
0
0
2010-11-25 11:03:00
0.463333
0.0702
241.106333
1.993333
2,073,220
2010-11-25
11:04:00
0.34
0.072
242.72
1.6
0
0
0
2010-11-25 11:04:00
0.4496
0.0726
241.112667
1.946667
2,073,221
2010-11-25
11:05:00
0.346
0.074
241.64
1.6
0
0
0
2010-11-25 11:05:00
0.436333
0.075067
241.130667
1.9
2,073,222
2010-11-25
11:06:00
0.352
0.074
240.98
1.6
0
0
0
2010-11-25 11:06:00
0.425867
0.075933
241.139
1.86
2,073,223
2010-11-25
11:07:00
0.318
0.074
241.1
1.6
0
0
0
2010-11-25 11:07:00
0.415067
0.0768
241.097333
1.826667
2,073,224
2010-11-25
11:08:00
0.276
0.074
241.6
1.2
0
0
0
2010-11-25 11:08:00
0.402733
0.077667
241.077333
1.78
2,073,225
2010-11-25
11:09:00
0.276
0.074
241.97
1.2
0
0
0
2010-11-25 11:09:00
0.390733
0.078467
241.094
1.733333
2,073,226
2010-11-25
11:10:00
0.274
0.074
241.63
1.2
0
0
0
2010-11-25 11:10:00
0.378867
0.0792
241.131
1.686667
2,073,227
2010-11-25
11:11:00
0.28
0.076
241.32
1.2
0
0
0
2010-11-25 11:11:00
0.3746
0.0794
241.160667
1.666667
2,073,228
2010-11-25
11:12:00
0.282
0.076
240.59
1.2
0
0
0
2010-11-25 11:12:00
0.372
0.079467
241.19
1.653333
2,073,229
2010-11-25
11:13:00
0.28
0.076
240.36
1.2
0
0
0
2010-11-25 11:13:00
0.365067
0.0802
241.187333
1.626667
2,073,230
2010-11-25
11:14:00
0.28
0.076
240.37
1.2
0
0
0
2010-11-25 11:14:00
0.358667
0.080933
241.169667
1.6
2,073,231
2010-11-25
11:15:00
0.28
0.074
241.14
1.2
0
0
0
2010-11-25 11:15:00
0.355133
0.081467
241.177
1.586667
2,073,232
2010-11-25
11:16:00
0.276
0.072
241.79
1.2
0
0
0
2010-11-25 11:16:00
0.3516
0.082
241.223
1.573333
2,073,233
2010-11-25
11:17:00
0.272
0.072
242.27
1.2
0
0
0
2010-11-25 11:17:00
0.348133
0.082533
241.279
1.56
2,073,234
2010-11-25
11:18:00
0.31
0
242.57
1.4
0
0
0
2010-11-25 11:18:00
0.346
0.080667
241.336
1.553333
2,073,235
2010-11-25
11:19:00
0.386
0.064
242.9
1.6
0
0
0
2010-11-25 11:19:00
0.3462
0.080867
241.399333
1.553333
2,073,236
2010-11-25
11:20:00
0.422
0.098
243.01
2
0
0
0
2010-11-25 11:20:00
0.346467
0.081467
241.446
1.56
2,073,237
2010-11-25
11:21:00
0.458
0.188
242.46
2
0
0
0
2010-11-25 11:21:00
0.346533
0.082333
241.487333
1.56
2,073,238
2010-11-25
11:22:00
0.882
0.178
240.83
4.4
0
2
5
2010-11-25 11:22:00
0.361067
0.083
241.492667
1.64
2,073,239
2010-11-25
11:23:00
1.564
0.164
239.52
6.6
0
1
18
2010-11-25 11:23:00
0.3984
0.083267
241.467333
1.793333
2,073,240
2010-11-25
11:24:00
1.544
0.166
239.93
6.4
0
1
18
2010-11-25 11:24:00
0.435133
0.083667
241.477
1.94
2,073,241
2010-11-25
11:25:00
1.644
0.164
239.72
6.8
0
2
18
2010-11-25 11:25:00
0.4752
0.083933
241.464667
2.1
2,073,242
2010-11-25
11:26:00
1.55
0.162
239.18
6.4
0
1
18
2010-11-25 11:26:00
0.512
0.083933
241.384667
2.246667
2,073,243
2010-11-25
11:27:00
1.562
0.224
238.18
6.6
0
1
18
2010-11-25 11:27:00
0.552
0.0914
241.254
2.413333
2,073,244
2010-11-25
11:28:00
1.57
0.262
238.72
6.6
0
2
17
2010-11-25 11:28:00
0.592467
0.100133
241.141
2.58
2,073,245
2010-11-25
11:29:00
1.568
0.264
238.9
6.6
0
1
18
2010-11-25 11:29:00
0.634333
0.108933
241.071333
2.753333
2,073,246
2010-11-25
11:30:00
1.562
0.262
238.47
6.6
0
2
17
2010-11-25 11:30:00
0.677
0.1152
240.965
2.933333
2,073,247
2010-11-25
11:31:00
1.564
0.264
238.76
6.6
0
1
18
2010-11-25 11:31:00
0.717133
0.121533
240.883
3.093333
2,073,248
2010-11-25
11:32:00
1.572
0.266
239.35
6.6
0
1
17
2010-11-25 11:32:00
0.756533
0.127933
240.804
3.253333
2,073,249
2010-11-25
11:33:00
1.476
0.136
239.18
6.2
0
2
18
2010-11-25 11:33:00
0.7922
0.13
240.705333
3.393333
2,073,250
2010-11-25
11:34:00
1.526
0.136
239.6
6.4
0
1
18
2010-11-25 11:34:00
0.831733
0.132133
240.601333
3.553333
2,073,251
2010-11-25
11:35:00
1.654
0.138
239.93
7
0
1
17
2010-11-25 11:35:00
0.875333
0.134267
240.544333
3.733333
2,073,252
2010-11-25
11:36:00
1.478
0.082
240.26
6.2
0
2
18
2010-11-25 11:36:00
0.912867
0.134533
240.520333
3.886667
2,073,253
2010-11-25
11:37:00
1.406
0
240.31
5.8
0
1
18
2010-11-25 11:37:00
0.949133
0.132067
240.494
4.026667
2,073,254
2010-11-25
11:38:00
1.406
0
240.06
5.8
0
2
17
2010-11-25 11:38:00
0.9868
0.1296
240.442667
4.18
2,073,255
2010-11-25
11:39:00
1.412
0
240.9
5.8
0
1
18
2010-11-25 11:39:00
1.024667
0.127133
240.407
4.333333
2,073,256
2010-11-25
11:40:00
1.406
0
240.85
5.8
0
1
18
2010-11-25 11:40:00
1.0624
0.124667
240.381
4.486667
2,073,257
2010-11-25
11:41:00
1.39
0
239.46
5.8
0
1
17
2010-11-25 11:41:00
1.0994
0.122133
240.319
4.64
2,073,258
2010-11-25
11:42:00
1.384
0
238.85
5.8
0
2
18
2010-11-25 11:42:00
1.136133
0.1196
240.261
4.793333
2,073,259
2010-11-25
11:43:00
1.392
0
239.71
5.8
0
1
18
2010-11-25 11:43:00
1.1732
0.117067
240.239333
4.946667
2,073,260
2010-11-25
11:44:00
1.394
0
239.76
5.8
0
1
17
2010-11-25 11:44:00
1.210333
0.114533
240.219
5.1
2,073,261
2010-11-25
11:45:00
1.392
0
239.42
5.8
0
2
18
2010-11-25 11:45:00
1.2474
0.112067
240.161667
5.253333
2,073,262
2010-11-25
11:46:00
1.408
0
240.39
5.8
0
1
17
2010-11-25 11:46:00
1.285133
0.109667
240.115
5.406667
2,073,263
2010-11-25
11:47:00
1.576
0
240.31
6.6
0
1
18
2010-11-25 11:47:00
1.3286
0.107267
240.049667
5.586667
2,073,264
2010-11-25
11:48:00
1.49
0
240.29
6.2
0
1
18
2010-11-25 11:48:00
1.367933
0.107267
239.973667
5.746667
2,073,265
2010-11-25
11:49:00
1.504
0
240.02
6.2
0
1
18
2010-11-25 11:49:00
1.4052
0.105133
239.877667
5.9
2,073,266
2010-11-25
11:50:00
1.456
0
239.62
6
0
2
17
2010-11-25 11:50:00
1.439667
0.101867
239.764667
6.033333
2,073,267
2010-11-25
11:51:00
1.386
0
239.69
5.8
0
1
18
2010-11-25 11:51:00
1.4706
0.0956
239.672333
6.16
2,073,268
2010-11-25
11:52:00
1.404
0
241.1
5.8
0
1
18
2010-11-25 11:52:00
1.488
0.089667
239.681333
6.206667
2,073,269
2010-11-25
11:53:00
1.394
0
240.7
5.8
0
1
17
2010-11-25 11:53:00
1.482333
0.0842
239.720667
6.18
2,073,270
2010-11-25
11:54:00
1.458
0.09
241.65
6
0
1
18
2010-11-25 11:54:00
1.479467
0.081667
239.778
6.166667
2,073,271
2010-11-25
11:55:00
1.51
0.176
241.58
6.2
0
2
18
2010-11-25 11:55:00
1.475
0.082067
239.84
6.146667
2,073,272
2010-11-25
11:56:00
1.494
0.17
240.6
6.2
0
1
18
2010-11-25 11:56:00
1.473133
0.082333
239.887333
6.14
2,073,273
2010-11-25
11:57:00
1.506
0.172
241.02
6.2
0
1
18
2010-11-25 11:57:00
1.471267
0.0806
239.982
6.126667
2,073,274
2010-11-25
11:58:00
1.228
0.178
241.48
5.4
0
1
14
2010-11-25 11:58:00
1.459867
0.0778
240.074
6.086667
2,073,275
2010-11-25
11:59:00
0.426
0.186
241.39
2
0
1
0
2010-11-25 11:59:00
1.4218
0.0752
240.157
5.933333
2,073,276
2010-11-25
12:00:00
0.42
0.184
241.08
1.8
0
1
0
2010-11-25 12:00:00
1.383733
0.0726
240.244
5.773333
2,073,277
2010-11-25
12:01:00
0.424
0.19
242.28
1.8
0
2
0
2010-11-25 12:01:00
1.345733
0.070133
240.361333
5.613333
2,073,278
2010-11-25
12:02:00
0.422
0.19
242.49
1.8
0
1
0
2010-11-25 12:02:00
1.3074
0.0676
240.466
5.453333