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
2,073,479
2010-11-25
15:23:00
0.306
0.074
247.45
1.2
0
0
0
2010-11-25 15:23:00
0.293067
0.0598
246.779333
1.24
2,073,480
2010-11-25
15:24:00
0.38
0.074
247.77
1.6
0
2
0
2010-11-25 15:24:00
0.294667
0.0594
246.805333
1.246667
2,073,481
2010-11-25
15:25:00
0.474
0.068
246.92
1.8
0
1
0
2010-11-25 15:25:00
0.299533
0.058933
246.826333
1.26
2,073,482
2010-11-25
15:26:00
0.304
0.07
246.39
1.2
0
1
0
2010-11-25 15:26:00
0.2988
0.058467
246.831333
1.253333
2,073,483
2010-11-25
15:27:00
0.324
0.08
246.21
1.4
0
2
0
2010-11-25 15:27:00
0.2986
0.058333
246.817333
1.253333
2,073,484
2010-11-25
15:28:00
0.416
0.21
246.13
1.8
0
1
0
2010-11-25 15:28:00
0.3014
0.062467
246.787333
1.266667
2,073,485
2010-11-25
15:29:00
0.416
0.212
246.44
1.8
0
1
0
2010-11-25 15:29:00
0.304267
0.066733
246.776333
1.28
2,073,486
2010-11-25
15:30:00
0.414
0.214
246.72
1.8
0
2
0
2010-11-25 15:30:00
0.307067
0.070933
246.746333
1.293333
2,073,487
2010-11-25
15:31:00
0.414
0.218
247.15
1.8
0
1
0
2010-11-25 15:31:00
0.31
0.075333
246.740333
1.306667
2,073,488
2010-11-25
15:32:00
0.414
0.222
248.17
1.8
0
1
0
2010-11-25 15:32:00
0.313
0.079733
246.742667
1.32
2,073,489
2010-11-25
15:33:00
0.412
0.22
247.74
1.8
0
2
0
2010-11-25 15:33:00
0.316
0.084067
246.736333
1.333333
2,073,490
2010-11-25
15:34:00
0.408
0.214
246.72
1.8
0
1
0
2010-11-25 15:34:00
0.3188
0.0882
246.678
1.346667
2,073,491
2010-11-25
15:35:00
0.408
0.218
247.42
1.8
0
2
0
2010-11-25 15:35:00
0.321667
0.092533
246.661
1.36
2,073,492
2010-11-25
15:36:00
0.406
0.214
246.65
1.8
0
1
0
2010-11-25 15:36:00
0.325733
0.099667
246.627333
1.38
2,073,493
2010-11-25
15:37:00
0.406
0.214
246.77
1.8
0
1
0
2010-11-25 15:37:00
0.3318
0.104933
246.608667
1.406667
2,073,494
2010-11-25
15:38:00
0.406
0.216
247.04
1.8
0
2
0
2010-11-25 15:38:00
0.337867
0.110267
246.606667
1.433333
2,073,495
2010-11-25
15:39:00
0.4
0.206
245.12
1.8
0
1
0
2010-11-25 15:39:00
0.3438
0.1152
246.565333
1.46
2,073,496
2010-11-25
15:40:00
0.396
0.2
243.92
1.8
0
2
0
2010-11-25 15:40:00
0.349667
0.119867
246.513333
1.486667
2,073,497
2010-11-25
15:41:00
0.396
0.202
244.28
1.8
0
1
0
2010-11-25 15:41:00
0.353867
0.1266
246.462
1.506667
2,073,498
2010-11-25
15:42:00
0.308
0.076
244.68
1.2
0
1
0
2010-11-25 15:42:00
0.354133
0.127533
246.424
1.506667
2,073,499
2010-11-25
15:43:00
0.302
0.068
245.43
1.2
0
2
0
2010-11-25 15:43:00
0.3542
0.1282
246.409333
1.506667
2,073,500
2010-11-25
15:44:00
0.298
0.062
244.15
1.2
0
1
0
2010-11-25 15:44:00
0.3542
0.128667
246.356
1.506667
2,073,501
2010-11-25
15:45:00
0.298
0.064
244.43
1.2
0
1
0
2010-11-25 15:45:00
0.3542
0.1292
246.313
1.506667
2,073,502
2010-11-25
15:46:00
0.296
0.064
244.29
1.2
0
1
0
2010-11-25 15:46:00
0.354133
0.129733
246.265333
1.506667
2,073,503
2010-11-25
15:47:00
0.296
0.062
244.18
1.2
0
2
0
2010-11-25 15:47:00
0.354067
0.130133
246.201333
1.506667
2,073,504
2010-11-25
15:48:00
0.296
0.062
244.18
1.2
0
1
0
2010-11-25 15:48:00
0.354
0.130467
246.116333
1.506667
2,073,505
2010-11-25
15:49:00
0.352
0.12
243.87
1.6
0
1
0
2010-11-25 15:49:00
0.3558
0.132667
245.996333
1.52
2,073,506
2010-11-25
15:50:00
0.368
0.164
243.14
1.6
0
1
0
2010-11-25 15:50:00
0.359667
0.138133
245.892333
1.54
2,073,507
2010-11-25
15:51:00
0.37
0.166
243.86
1.6
0
2
0
2010-11-25 15:51:00
0.3646
0.1418
245.808333
1.56
2,073,508
2010-11-25
15:52:00
0.368
0.164
243.35
1.6
0
1
0
2010-11-25 15:52:00
0.3684
0.147267
245.685667
1.573333
2,073,509
2010-11-25
15:53:00
0.368
0.166
243.87
1.6
0
1
0
2010-11-25 15:53:00
0.370467
0.150333
245.566333
1.586667
2,073,510
2010-11-25
15:54:00
0.366
0.164
243.28
1.6
0
1
0
2010-11-25 15:54:00
0.37
0.153333
245.416667
1.586667
2,073,511
2010-11-25
15:55:00
0.364
0.164
243.06
1.6
0
1
0
2010-11-25 15:55:00
0.366333
0.156533
245.288
1.58
2,073,512
2010-11-25
15:56:00
0.364
0.166
243.86
1.6
0
2
0
2010-11-25 15:56:00
0.368333
0.159733
245.203667
1.593333
2,073,513
2010-11-25
15:57:00
0.358
0.16
244.3
1.6
0
1
0
2010-11-25 15:57:00
0.369467
0.1624
245.14
1.6
2,073,514
2010-11-25
15:58:00
0.3
0.066
244.65
1.2
0
1
0
2010-11-25 15:58:00
0.3656
0.1576
245.090667
1.58
2,073,515
2010-11-25
15:59:00
0.3
0.066
245.11
1.2
0
1
0
2010-11-25 15:59:00
0.361733
0.152733
245.046333
1.56
2,073,516
2010-11-25
16:00:00
0.3
0.07
246.1
1.2
0
1
0
2010-11-25 16:00:00
0.357933
0.147933
245.025667
1.54
2,073,517
2010-11-25
16:01:00
0.294
0.066
245.26
1.2
0
1
0
2010-11-25 16:01:00
0.353933
0.142867
244.962667
1.52
2,073,518
2010-11-25
16:02:00
0.292
0.064
244.71
1.2
0
2
0
2010-11-25 16:02:00
0.349867
0.1376
244.847333
1.5
2,073,519
2010-11-25
16:03:00
0.346
0.118
244.07
1.6
0
1
0
2010-11-25 16:03:00
0.347667
0.1342
244.725
1.493333
2,073,520
2010-11-25
16:04:00
0.4
0.202
244.22
1.8
0
1
0
2010-11-25 16:04:00
0.3474
0.1338
244.641667
1.493333
2,073,521
2010-11-25
16:05:00
0.396
0.198
243.64
1.8
0
1
0
2010-11-25 16:05:00
0.347
0.133133
244.515667
1.493333
2,073,522
2010-11-25
16:06:00
0.392
0.194
242.69
1.8
0
1
0
2010-11-25 16:06:00
0.346533
0.132467
244.383667
1.493333
2,073,523
2010-11-25
16:07:00
0.462
0.198
243.64
2
0
1
0
2010-11-25 16:07:00
0.3484
0.131933
244.279333
1.5
2,073,524
2010-11-25
16:08:00
0.39
0.202
243.61
1.8
0
2
0
2010-11-25 16:08:00
0.347867
0.131467
244.165
1.5
2,073,525
2010-11-25
16:09:00
0.39
0.204
243.93
1.8
0
1
0
2010-11-25 16:09:00
0.347533
0.1314
244.125333
1.5
2,073,526
2010-11-25
16:10:00
0.39
0.204
243.86
1.8
0
1
0
2010-11-25 16:10:00
0.347333
0.131533
244.123333
1.5
2,073,527
2010-11-25
16:11:00
0.428
0.208
244.97
1.8
0
1
0
2010-11-25 16:11:00
0.3484
0.131733
244.146333
1.5
2,073,528
2010-11-25
16:12:00
0.464
0.208
244.82
2
0
1
0
2010-11-25 16:12:00
0.3536
0.136133
244.151
1.526667
2,073,529
2010-11-25
16:13:00
0.396
0.21
244.85
1.8
0
1
0
2010-11-25 16:13:00
0.356733
0.140867
244.131667
1.546667
2,073,530
2010-11-25
16:14:00
0.394
0.206
244.14
1.8
0
2
0
2010-11-25 16:14:00
0.359933
0.145667
244.131333
1.566667
2,073,531
2010-11-25
16:15:00
0.394
0.206
244.29
1.8
0
1
0
2010-11-25 16:15:00
0.363133
0.1504
244.126667
1.586667
2,073,532
2010-11-25
16:16:00
0.392
0.206
244.06
1.8
0
1
0
2010-11-25 16:16:00
0.366333
0.155133
244.119
1.606667
2,073,533
2010-11-25
16:17:00
0.354
0.15
243.22
1.6
0
1
0
2010-11-25 16:17:00
0.368267
0.158067
244.087
1.62
2,073,534
2010-11-25
16:18:00
0.296
0.064
243.2
1.2
0
1
0
2010-11-25 16:18:00
0.368267
0.158133
244.054333
1.62
2,073,535
2010-11-25
16:19:00
0.298
0.068
244.53
1.2
0
1
0
2010-11-25 16:19:00
0.366467
0.1564
244.076333
1.606667
2,073,536
2010-11-25
16:20:00
0.298
0.07
244.7
1.2
0
2
0
2010-11-25 16:20:00
0.364133
0.153267
244.128333
1.593333
2,073,537
2010-11-25
16:21:00
0.292
0.066
243.69
1.2
0
1
0
2010-11-25 16:21:00
0.361533
0.149933
244.122667
1.58
2,073,538
2010-11-25
16:22:00
0.288
0.064
243.18
1.2
0
1
0
2010-11-25 16:22:00
0.358867
0.1466
244.117
1.566667
2,073,539
2010-11-25
16:23:00
0.288
0.062
242.81
1.2
0
1
0
2010-11-25 16:23:00
0.3562
0.143133
244.081667
1.553333
2,073,540
2010-11-25
16:24:00
0.56
0.08
243.09
2.4
0
1
0
2010-11-25 16:24:00
0.362667
0.140333
244.075333
1.58
2,073,541
2010-11-25
16:25:00
0.634
0
243.91
2.6
0
1
0
2010-11-25 16:25:00
0.371667
0.134867
244.103667
1.613333
2,073,542
2010-11-25
16:26:00
0.592
0
243.45
2.4
0
0
0
2010-11-25 16:26:00
0.379267
0.129333
244.09
1.64
2,073,543
2010-11-25
16:27:00
0.68
0.066
242.92
2.8
0
0
0
2010-11-25 16:27:00
0.39
0.1262
244.044
1.68
2,073,544
2010-11-25
16:28:00
0.664
0.068
242.7
2.6
0
0
0
2010-11-25 16:28:00
0.402133
0.126267
243.979
1.726667
2,073,545
2010-11-25
16:29:00
0.692
0.066
241.89
2.8
0
0
0
2010-11-25 16:29:00
0.4152
0.126267
243.871667
1.78
2,073,546
2010-11-25
16:30:00
0.664
0.068
242.48
2.6
0
0
0
2010-11-25 16:30:00
0.427333
0.1262
243.751
1.826667
2,073,547
2010-11-25
16:31:00
0.68
0.07
242.76
2.8
0
0
0
2010-11-25 16:31:00
0.4402
0.126333
243.667667
1.88
2,073,548
2010-11-25
16:32:00
0.684
0.066
241.72
2.8
0
0
0
2010-11-25 16:32:00
0.453267
0.1264
243.568
1.933333
2,073,549
2010-11-25
16:33:00
0.684
0.068
242.28
2.8
0
0
0
2010-11-25 16:33:00
0.464533
0.124733
243.508333
1.973333
2,073,550
2010-11-25
16:34:00
0.688
0.07
242.92
2.8
0
0
0
2010-11-25 16:34:00
0.474133
0.120333
243.465
2.006667
2,073,551
2010-11-25
16:35:00
0.644
0
242.96
2.6
0
0
0
2010-11-25 16:35:00
0.4824
0.113733
243.442333
2.033333
2,073,552
2010-11-25
16:36:00
0.612
0
243.36
2.4
0
0
0
2010-11-25 16:36:00
0.489733
0.107267
243.464667
2.053333
2,073,553
2010-11-25
16:37:00
0.614
0
243.79
2.4
0
0
0
2010-11-25 16:37:00
0.4948
0.100667
243.469667
2.066667
2,073,554
2010-11-25
16:38:00
0.61
0
242.99
2.4
0
0
0
2010-11-25 16:38:00
0.502133
0.093933
243.449
2.086667
2,073,555
2010-11-25
16:39:00
0.674
0
242.85
2.8
0
0
0
2010-11-25 16:39:00
0.5116
0.087133
243.413
2.12
2,073,556
2010-11-25
16:40:00
0.722
0.102
242.8
3
0
0
0
2010-11-25 16:40:00
0.522667
0.083733
243.377667
2.16
2,073,557
2010-11-25
16:41:00
0.72
0.102
243.07
3
0
0
0
2010-11-25 16:41:00
0.5324
0.0802
243.314333
2.2
2,073,558
2010-11-25
16:42:00
0.716
0.1
242.9
3
0
0
0
2010-11-25 16:42:00
0.5408
0.0766
243.250333
2.233333
2,073,559
2010-11-25
16:43:00
0.714
0.104
243.72
3
0
0
0
2010-11-25 16:43:00
0.5514
0.073067
243.212667
2.273333
2,073,560
2010-11-25
16:44:00
0.71
0.104
243.94
3
0
0
0
2010-11-25 16:44:00
0.561933
0.069667
243.206
2.313333
2,073,561
2010-11-25
16:45:00
0.712
0.102
243.25
3
0
0
0
2010-11-25 16:45:00
0.572533
0.0662
243.171333
2.353333
2,073,562
2010-11-25
16:46:00
0.772
0.102
243.31
3.2
0
0
0
2010-11-25 16:46:00
0.5852
0.062733
243.146333
2.4
2,073,563
2010-11-25
16:47:00
0.708
0.102
243.27
3
0
0
0
2010-11-25 16:47:00
0.597
0.061133
243.148
2.446667
2,073,564
2010-11-25
16:48:00
0.71
0.1
242.85
3
0
0
0
2010-11-25 16:48:00
0.6108
0.062333
243.136333
2.506667
2,073,565
2010-11-25
16:49:00
0.704
0.1
242.51
2.8
0
0
0
2010-11-25 16:49:00
0.624333
0.0634
243.069
2.56
2,073,566
2010-11-25
16:50:00
0.704
0.098
242.19
2.8
0
0
0
2010-11-25 16:50:00
0.637867
0.064333
242.985333
2.613333
2,073,567
2010-11-25
16:51:00
0.7
0.092
240.98
2.8
0
0
0
2010-11-25 16:51:00
0.651467
0.0652
242.895
2.666667
2,073,568
2010-11-25
16:52:00
0.694
0.09
239.86
2.8
0
0
0
2010-11-25 16:52:00
0.665
0.066067
242.784333
2.72
2,073,569
2010-11-25
16:53:00
0.654
0
239.44
2.8
0
0
0
2010-11-25 16:53:00
0.6772
0.064
242.672
2.773333
2,073,570
2010-11-25
16:54:00
0.598
0
239.5
2.4
0
0
0
2010-11-25 16:54:00
0.678467
0.061333
242.552333
2.773333
2,073,571
2010-11-25
16:55:00
0.596
0
239.34
2.4
0
0
0
2010-11-25 16:55:00
0.6772
0.061333
242.4
2.766667
2,073,572
2010-11-25
16:56:00
0.59
0
239.86
2.4
0
0
0
2010-11-25 16:56:00
0.677133
0.061333
242.280333
2.766667
2,073,573
2010-11-25
16:57:00
0.592
0
240.45
2.4
0
0
0
2010-11-25 16:57:00
0.6742
0.059133
242.198
2.753333
2,073,574
2010-11-25
16:58:00
0.59
0
239.88
2.4
0
0
0
2010-11-25 16:58:00
0.671733
0.056867
242.104
2.746667
2,073,575
2010-11-25
16:59:00
0.592
0
239.91
2.4
0
0
0
2010-11-25 16:59:00
0.6684
0.054667
242.038
2.733333
2,073,576
2010-11-25
17:00:00
0.592
0
240.45
2.4
0
0
0
2010-11-25 17:00:00
0.666
0.0524
241.970333
2.726667
2,073,577
2010-11-25
17:01:00
0.59
0
239.98
2.4
0
0
0
2010-11-25 17:01:00
0.663
0.050067
241.877667
2.713333
2,073,578
2010-11-25
17:02:00
0.59
0
239.21
2.4
0
0
0
2010-11-25 17:02:00
0.659867
0.047867
241.794
2.7