event_id
stringlengths
13
13
meter_id
stringlengths
10
10
disco
stringclasses
10 values
timestamp
stringdate
2024-01-01 00:00:00
2024-12-30 23:00:00
anomaly_type
stringclasses
6 values
expected_kwh
float64
0
3.8
observed_kwh
float64
0
11.1
delta_kwh
float64
-2.97
8.23
zscore
float64
-3.52
10
flagged
bool
2 classes
resolution_status
stringclasses
4 values
lat
float64
4.2
13.9
lon
float64
2.7
14.7
ANM-000000600
SM00000600
Benin
2024-08-05 02:00:00
normal
1.27
1.316
0.046
0.092
false
normal
4.96192
13.29882
ANM-000000601
SM00000601
Kano
2024-11-04 22:00:00
normal
1.92
1.953
0.032
0.051
false
normal
8.11249
13.2836
ANM-000000602
SM00000602
Abuja
2024-06-07 01:00:00
normal
1.655
1.59
-0.066
-0.113
false
normal
9.85725
9.45069
ANM-000000603
SM00000603
Ibadan
2024-04-24 13:00:00
normal
1.414
1.607
0.193
0.363
false
normal
9.45327
7.19134
ANM-000000604
SM00000604
Kaduna
2024-11-06 07:00:00
normal
0.88
0.804
-0.076
-0.179
false
normal
4.43909
12.50713
ANM-000000605
SM00000605
Kaduna
2024-11-08 17:00:00
normal
1.707
2.096
0.388
0.656
false
normal
13.35398
7.94449
ANM-000000606
SM00000606
Port Harcourt
2024-07-17 00:00:00
normal
0.218
0.241
0.023
0.078
false
normal
12.25915
11.23776
ANM-000000607
SM00000607
Ibadan
2024-01-16 02:00:00
sudden_spike
1.211
1.137
-0.074
-0.15
true
confirmed
13.21404
2.9803
ANM-000000608
SM00000608
Kaduna
2024-03-20 18:00:00
normal
1.824
1.428
-0.396
-0.644
false
normal
12.92183
7.48836
ANM-000000609
SM00000609
Abuja
2024-09-13 18:00:00
normal
0.035
0.037
0.003
0.01
false
normal
12.48975
9.16149
ANM-000000610
SM00000610
Enugu
2024-08-14 19:00:00
normal
1.205
1.124
-0.081
-0.165
false
normal
8.93535
9.3828
ANM-000000611
SM00000611
Kano
2024-04-19 10:00:00
normal
1.552
1.602
0.049
0.088
false
normal
9.46477
13.56301
ANM-000000612
SM00000612
Benin
2024-02-21 09:00:00
normal
1.516
1.423
-0.093
-0.168
false
normal
4.95547
5.33204
ANM-000000613
SM00000613
Benin
2024-04-02 12:00:00
normal
1.528
1.448
-0.08
-0.144
false
normal
12.23822
11.56009
ANM-000000614
SM00000614
Ikeja
2024-11-01 16:00:00
normal
1.721
1.678
-0.043
-0.073
false
normal
12.66147
9.39134
ANM-000000615
SM00000615
Ikeja
2024-09-02 01:00:00
normal
0.906
0.817
-0.089
-0.207
false
normal
4.73136
7.10082
ANM-000000616
SM00000616
Benin
2024-06-27 01:00:00
normal
1.266
1.218
-0.048
-0.096
false
normal
8.52281
9.76241
ANM-000000617
SM00000617
Ibadan
2024-05-03 01:00:00
normal
1.768
1.715
-0.053
-0.088
false
normal
7.36818
12.60125
ANM-000000618
SM00000618
Kaduna
2024-10-11 23:00:00
normal
1.489
1.46
-0.029
-0.053
false
normal
9.8854
11.30778
ANM-000000619
SM00000619
Enugu
2024-06-20 08:00:00
normal
1.588
1.535
-0.054
-0.095
false
normal
5.94363
2.9963
ANM-000000620
SM00000620
Kano
2024-06-10 05:00:00
normal
1.44
1.46
0.02
0.038
false
normal
11.53207
3.48326
ANM-000000621
SM00000621
Benin
2024-01-25 03:00:00
meter_tamper
0.981
0.919
-0.061
-0.138
true
confirmed
13.50969
7.73279
ANM-000000622
SM00000622
Jos
2024-06-15 22:00:00
normal
0.725
0.628
-0.097
-0.245
false
normal
5.74864
11.83611
ANM-000000623
SM00000623
Port Harcourt
2024-08-23 03:00:00
normal
1.679
1.728
0.048
0.083
false
normal
5.73891
6.13306
ANM-000000624
SM00000624
Ibadan
2024-12-20 20:00:00
normal
1.069
1.062
-0.007
-0.016
false
normal
13.1853
11.69455
ANM-000000625
SM00000625
Ibadan
2024-04-16 10:00:00
normal
1.356
1.598
0.243
0.466
false
normal
13.83849
3.0452
ANM-000000626
SM00000626
Enugu
2024-03-01 02:00:00
normal
0.279
0.24
-0.039
-0.127
false
normal
6.20375
6.483
ANM-000000627
SM00000627
Kaduna
2024-01-31 16:00:00
normal
1.064
0.908
-0.156
-0.337
false
normal
5.97064
14.34584
ANM-000000628
SM00000628
Benin
2024-12-09 09:00:00
normal
0
0
0
0
false
normal
5.42156
6.22276
ANM-000000629
SM00000629
Abuja
2024-12-15 12:00:00
normal
0.545
0.657
0.111
0.31
false
normal
11.5742
4.39517
ANM-000000630
SM00000630
Kaduna
2024-07-24 02:00:00
normal
1.284
1.271
-0.013
-0.026
false
normal
4.61892
6.0885
ANM-000000631
SM00000631
Ibadan
2024-07-23 17:00:00
normal
0.249
0.225
-0.025
-0.082
false
normal
8.31283
8.79891
ANM-000000632
SM00000632
Ikeja
2024-10-20 17:00:00
normal
1.112
1.028
-0.084
-0.177
false
normal
7.10847
8.63231
ANM-000000633
SM00000633
Eko
2024-11-10 04:00:00
normal
0
0
0
0
false
normal
6.06279
6.02268
ANM-000000634
SM00000634
Eko
2024-04-20 03:00:00
normal
1.677
1.54
-0.136
-0.233
false
normal
4.92885
13.29889
ANM-000000635
SM00000635
Jos
2024-05-22 14:00:00
normal
1.12
1.053
-0.066
-0.139
false
normal
13.75472
4.13715
ANM-000000636
SM00000636
Kano
2024-09-24 23:00:00
normal
1.407
1.489
0.083
0.155
false
normal
7.4379
3.4407
ANM-000000637
SM00000637
Benin
2024-10-17 17:00:00
normal
0.71
0.792
0.082
0.21
false
normal
4.51015
4.28267
ANM-000000638
SM00000638
Port Harcourt
2024-03-13 05:00:00
normal
1.039
1.017
-0.023
-0.049
false
normal
10.85599
13.01164
ANM-000000639
SM00000639
Ibadan
2024-11-13 03:00:00
normal
0.472
0.53
0.058
0.169
false
normal
5.64153
14.25896
ANM-000000640
SM00000640
Ibadan
2024-02-09 09:00:00
normal
0.059
0.052
-0.007
-0.026
false
normal
5.82767
7.51825
ANM-000000641
SM00000641
Ikeja
2024-01-14 06:00:00
normal
0.427
0.434
0.007
0.022
false
normal
7.04452
7.58704
ANM-000000642
SM00000642
Benin
2024-12-11 15:00:00
normal
1.277
1.256
-0.02
-0.04
false
normal
4.42141
12.35124
ANM-000000643
SM00000643
Enugu
2024-10-08 14:00:00
normal
1.14
1.237
0.097
0.202
false
normal
6.09359
3.07877
ANM-000000644
SM00000644
Kano
2024-06-08 19:00:00
normal
1.793
1.505
-0.288
-0.474
false
normal
5.89526
4.44639
ANM-000000645
SM00000645
Kaduna
2024-12-12 00:00:00
normal
1.105
1.024
-0.081
-0.173
false
normal
10.82287
4.5427
ANM-000000646
SM00000646
Port Harcourt
2024-11-23 06:00:00
normal
1.77
1.595
-0.175
-0.29
false
normal
13.64961
10.1755
ANM-000000647
SM00000647
Jos
2024-07-10 17:00:00
normal
0.396
0.432
0.036
0.109
false
normal
11.14268
3.73065
ANM-000000648
SM00000648
Kano
2024-12-28 23:00:00
normal
1.189
1.284
0.095
0.194
false
normal
11.8852
10.39044
ANM-000000649
SM00000649
Ibadan
2024-11-08 14:00:00
normal
0.956
0.899
-0.057
-0.129
true
normal
11.76976
10.53264
ANM-000000650
SM00000650
Jos
2024-04-15 15:00:00
normal
0.928
0.87
-0.058
-0.132
false
normal
13.55917
13.87477
ANM-000000651
SM00000651
Ibadan
2024-03-03 00:00:00
normal
1.099
1.028
-0.071
-0.152
false
normal
12.02502
10.4806
ANM-000000652
SM00000652
Enugu
2024-12-12 04:00:00
normal
2.145
2.267
0.123
0.181
false
normal
4.76869
13.20602
ANM-000000653
SM00000653
Enugu
2024-04-05 11:00:00
normal
0.389
0.332
-0.057
-0.175
false
normal
9.18812
13.26261
ANM-000000654
SM00000654
Ibadan
2024-05-31 01:00:00
normal
0.593
0.533
-0.06
-0.162
false
normal
6.17405
10.51972
ANM-000000655
SM00000655
Jos
2024-02-22 00:00:00
normal
1.529
1.646
0.117
0.21
false
normal
5.86565
9.74642
ANM-000000656
SM00000656
Benin
2024-11-19 01:00:00
normal
1.699
1.543
-0.156
-0.264
false
normal
4.65325
10.17792
ANM-000000657
SM00000657
Ikeja
2024-05-07 00:00:00
normal
0.746
0.632
-0.114
-0.286
false
normal
9.08542
8.2484
ANM-000000658
SM00000658
Ibadan
2024-05-05 10:00:00
normal
1.992
1.794
-0.198
-0.305
false
normal
11.87697
2.83895
ANM-000000659
SM00000659
Port Harcourt
2024-07-07 07:00:00
reversed_energy
1.058
0
-1.058
-2.292
true
confirmed
11.62575
3.08925
ANM-000000660
SM00000660
Abuja
2024-07-17 12:00:00
normal
0.618
0.641
0.023
0.063
false
normal
6.91824
14.19275
ANM-000000661
SM00000661
Ibadan
2024-02-25 22:00:00
normal
0.269
0.245
-0.024
-0.078
false
normal
8.18603
3.84549
ANM-000000662
SM00000662
Benin
2024-02-08 02:00:00
normal
1.598
1.593
-0.005
-0.008
false
normal
10.54047
9.37136
ANM-000000663
SM00000663
Jos
2024-10-10 01:00:00
normal
0.48
0.449
-0.031
-0.089
false
normal
13.69602
13.33134
ANM-000000664
SM00000664
Ibadan
2024-08-04 00:00:00
normal
1.018
1.076
0.057
0.126
false
normal
9.07974
11.62661
ANM-000000665
SM00000665
Abuja
2024-11-19 15:00:00
normal
0.932
0.81
-0.122
-0.28
false
normal
13.86246
11.28033
ANM-000000666
SM00000666
Ibadan
2024-08-11 23:00:00
normal
0.624
0.673
0.049
0.131
false
normal
11.47273
8.03116
ANM-000000667
SM00000667
Port Harcourt
2024-04-27 23:00:00
normal
0.55
0.543
-0.007
-0.018
false
normal
4.35766
10.50362
ANM-000000668
SM00000668
Enugu
2024-07-03 02:00:00
normal
0.92
0.927
0.007
0.016
false
normal
6.24725
11.23912
ANM-000000669
SM00000669
Abuja
2024-09-15 21:00:00
normal
0.829
0.696
-0.134
-0.321
false
normal
8.65351
7.12421
ANM-000000670
SM00000670
Kano
2024-12-02 22:00:00
normal
1.538
1.542
0.004
0.008
false
normal
4.69325
3.18118
ANM-000000671
SM00000671
Jos
2024-02-23 10:00:00
normal
1.408
1.6
0.192
0.361
false
normal
13.88847
7.82136
ANM-000000672
SM00000672
Eko
2024-07-04 06:00:00
normal
2.218
2.511
0.292
0.421
false
normal
4.6578
5.84176
ANM-000000673
SM00000673
Ikeja
2024-06-18 14:00:00
normal
1.182
0.96
-0.222
-0.456
false
normal
10.54792
9.10152
ANM-000000674
SM00000674
Ibadan
2024-04-27 08:00:00
normal
0
0
0
0
false
normal
8.57066
5.72979
ANM-000000675
SM00000675
Benin
2024-11-17 13:00:00
normal
0.284
0.277
-0.007
-0.021
false
normal
9.33144
7.30784
ANM-000000676
SM00000676
Enugu
2024-12-24 22:00:00
normal
0.889
0.709
-0.179
-0.419
false
normal
6.98951
5.94921
ANM-000000677
SM00000677
Ibadan
2024-03-13 03:00:00
normal
0.671
0.691
0.02
0.052
false
normal
8.25932
11.76824
ANM-000000678
SM00000678
Kaduna
2024-03-17 07:00:00
normal
1.675
1.826
0.151
0.258
false
normal
7.27
4.43723
ANM-000000679
SM00000679
Kano
2024-03-10 21:00:00
normal
1.525
1.699
0.174
0.313
false
normal
9.51586
3.48523
ANM-000000680
SM00000680
Abuja
2024-07-16 14:00:00
normal
1.217
1.32
0.104
0.21
false
normal
12.68231
8.32849
ANM-000000681
SM00000681
Eko
2024-10-18 23:00:00
normal
0.884
0.801
-0.083
-0.195
false
normal
9.82083
8.25104
ANM-000000682
SM00000682
Port Harcourt
2024-07-08 10:00:00
normal
1.813
1.894
0.082
0.134
false
normal
7.73696
12.709
ANM-000000683
SM00000683
Kano
2024-02-11 13:00:00
normal
1.369
1.253
-0.116
-0.221
false
normal
6.79687
13.84815
ANM-000000684
SM00000684
Jos
2024-12-29 20:00:00
normal
0
0
0
0
false
normal
10.08154
14.04867
ANM-000000685
SM00000685
Kaduna
2024-06-24 04:00:00
normal
1.537
1.53
-0.008
-0.014
false
normal
4.64234
11.95398
ANM-000000686
SM00000686
Port Harcourt
2024-03-18 06:00:00
normal
1.499
1.476
-0.023
-0.042
false
normal
5.84818
7.83243
ANM-000000687
SM00000687
Port Harcourt
2024-10-21 07:00:00
meter_tamper
0.27
0
-0.27
-0.888
true
investigating
7.92893
14.36031
ANM-000000688
SM00000688
Abuja
2024-09-24 13:00:00
normal
1.434
1.296
-0.138
-0.257
false
normal
5.0407
8.97946
ANM-000000689
SM00000689
Ikeja
2024-05-25 22:00:00
normal
1.442
1.412
-0.03
-0.056
false
normal
11.79389
13.12051
ANM-000000690
SM00000690
Jos
2024-01-24 11:00:00
normal
1.156
1.342
0.186
0.386
false
normal
9.12196
9.94625
ANM-000000691
SM00000691
Ikeja
2024-01-29 03:00:00
normal
1.647
1.693
0.047
0.081
false
normal
7.93558
14.63553
ANM-000000692
SM00000692
Ibadan
2024-01-23 20:00:00
normal
1.282
1.283
0.001
0.003
false
normal
10.48553
8.26775
ANM-000000693
SM00000693
Ibadan
2024-05-23 05:00:00
normal
1.516
1.496
-0.021
-0.037
false
normal
7.5268
14.12317
ANM-000000694
SM00000694
Ikeja
2024-02-21 08:00:00
normal
1.061
1.337
0.276
0.598
false
normal
13.40433
11.94642
ANM-000000695
SM00000695
Kano
2024-02-25 04:00:00
normal
1.515
1.596
0.081
0.146
false
normal
12.97601
10.24624
ANM-000000696
SM00000696
Kano
2024-07-15 01:00:00
normal
1.212
1.194
-0.018
-0.037
false
normal
6.45527
14.598
ANM-000000697
SM00000697
Jos
2024-11-02 04:00:00
normal
1.736
2.116
0.38
0.637
false
normal
9.94307
11.01906
ANM-000000698
SM00000698
Eko
2024-07-14 09:00:00
normal
1.665
1.719
0.053
0.092
false
normal
9.93263
13.00647
ANM-000000699
SM00000699
Port Harcourt
2024-03-23 21:00:00
normal
0.592
0.649
0.057
0.155
false
normal
11.51092
9.07384