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-000000700
SM00000700
Abuja
2024-06-02 01:00:00
normal
1.031
1.127
0.096
0.21
false
normal
13.73656
14.03145
ANM-000000701
SM00000701
Kano
2024-01-21 06:00:00
normal
0.593
0.596
0.004
0.01
false
normal
4.90955
14.21021
ANM-000000702
SM00000702
Kano
2024-03-07 09:00:00
reversed_energy
2.232
0.476
-1.756
-2.522
true
investigating
9.91976
8.49481
ANM-000000703
SM00000703
Kaduna
2024-03-09 02:00:00
normal
0
0
0
0
false
normal
11.43365
9.68244
ANM-000000704
SM00000704
Abuja
2024-09-19 07:00:00
normal
1.955
2.251
0.297
0.463
false
normal
7.17038
4.62164
ANM-000000705
SM00000705
Enugu
2024-07-04 18:00:00
normal
0.705
0.78
0.075
0.192
false
normal
4.53042
10.0398
ANM-000000706
SM00000706
Kano
2024-05-20 01:00:00
normal
1.32
1.321
0
0.001
false
normal
13.2304
7.67319
ANM-000000707
SM00000707
Jos
2024-05-20 15:00:00
normal
0.791
0.852
0.062
0.151
false
normal
11.364
10.67364
ANM-000000708
SM00000708
Jos
2024-03-28 10:00:00
normal
0.353
0.34
-0.012
-0.038
false
normal
11.47729
13.95273
ANM-000000709
SM00000709
Jos
2024-02-04 17:00:00
normal
1.876
1.937
0.061
0.097
false
normal
5.54404
4.95988
ANM-000000710
SM00000710
Enugu
2024-03-11 10:00:00
normal
0.93
0.874
-0.055
-0.127
false
normal
6.5485
4.40059
ANM-000000711
SM00000711
Eko
2024-06-10 19:00:00
normal
0.92
0.895
-0.025
-0.057
false
normal
11.67617
7.70089
ANM-000000712
SM00000712
Abuja
2024-04-20 20:00:00
normal
1.136
1.186
0.05
0.106
false
normal
5.43234
3.77216
ANM-000000713
SM00000713
Ibadan
2024-02-01 09:00:00
normal
2.406
2.42
0.015
0.02
false
normal
12.42963
11.46618
ANM-000000714
SM00000714
Jos
2024-10-21 05:00:00
normal
1.95
2.145
0.195
0.305
false
normal
12.5093
9.09771
ANM-000000715
SM00000715
Ikeja
2024-10-21 15:00:00
normal
1.328
1.105
-0.223
-0.432
false
normal
4.56769
10.56945
ANM-000000716
SM00000716
Abuja
2024-09-07 03:00:00
normal
2.086
2.134
0.048
0.071
false
normal
9.61502
12.21992
ANM-000000717
SM00000717
Eko
2024-06-07 15:00:00
normal
1.964
1.996
0.032
0.05
false
normal
12.60128
8.90657
ANM-000000718
SM00000718
Ikeja
2024-07-22 15:00:00
normal
2.304
2.267
-0.037
-0.052
false
normal
8.64462
9.17034
ANM-000000719
SM00000719
Enugu
2024-01-19 18:00:00
normal
1.529
1.744
0.215
0.387
false
normal
11.58403
8.15277
ANM-000000720
SM00000720
Jos
2024-11-26 00:00:00
meter_tamper
2.209
0.135
-2.074
-2.998
true
investigating
11.34302
4.50486
ANM-000000721
SM00000721
Jos
2024-05-26 22:00:00
normal
1.905
1.924
0.019
0.03
false
normal
10.57005
12.70108
ANM-000000722
SM00000722
Port Harcourt
2024-11-10 20:00:00
normal
1.381
1.397
0.016
0.03
false
normal
11.3915
12.48152
ANM-000000723
SM00000723
Port Harcourt
2024-05-10 20:00:00
normal
1.002
1.232
0.23
0.51
false
normal
5.99797
3.89746
ANM-000000724
SM00000724
Port Harcourt
2024-06-20 13:00:00
normal
1.298
1.173
-0.125
-0.245
false
normal
6.72268
8.63165
ANM-000000725
SM00000725
Ibadan
2024-12-25 20:00:00
normal
0.538
0.472
-0.066
-0.184
false
normal
5.23648
12.66447
ANM-000000726
SM00000726
Kano
2024-07-19 14:00:00
normal
0.585
0.556
-0.028
-0.077
false
normal
6.8713
2.79507
ANM-000000727
SM00000727
Benin
2024-05-14 10:00:00
normal
0.764
0.743
-0.021
-0.052
false
normal
4.40253
6.27152
ANM-000000728
SM00000728
Eko
2024-01-28 09:00:00
normal
1.491
1.43
-0.061
-0.111
false
normal
12.48513
10.41302
ANM-000000729
SM00000729
Abuja
2024-12-15 19:00:00
normal
0.905
0.962
0.057
0.133
false
normal
6.72382
10.7839
ANM-000000730
SM00000730
Enugu
2024-05-07 12:00:00
normal
1.866
1.779
-0.088
-0.141
false
normal
12.28599
5.06235
ANM-000000731
SM00000731
Ikeja
2024-12-07 11:00:00
normal
1.261
1.356
0.096
0.19
false
normal
10.87779
12.18198
ANM-000000732
SM00000732
Kaduna
2024-05-24 17:00:00
normal
1.015
1.092
0.076
0.169
false
normal
10.35984
14.46139
ANM-000000733
SM00000733
Kano
2024-06-12 16:00:00
normal
1.032
0.87
-0.161
-0.354
false
normal
5.96054
3.73501
ANM-000000734
SM00000734
Port Harcourt
2024-11-03 08:00:00
normal
1.36
1.39
0.03
0.057
false
normal
7.79852
10.99437
ANM-000000735
SM00000735
Ikeja
2024-12-23 13:00:00
normal
2.214
2.291
0.077
0.112
false
normal
5.72483
2.85222
ANM-000000736
SM00000736
Abuja
2024-12-18 07:00:00
normal
1.156
1.173
0.018
0.037
false
normal
7.94741
10.73178
ANM-000000737
SM00000737
Eko
2024-07-21 17:00:00
normal
1.176
1.001
-0.175
-0.361
false
normal
12.02079
6.67668
ANM-000000738
SM00000738
Abuja
2024-05-13 02:00:00
normal
1.62
1.806
0.186
0.324
false
normal
13.69418
14.30601
ANM-000000739
SM00000739
Jos
2024-06-14 06:00:00
normal
0.963
1.055
0.092
0.208
false
normal
11.41659
14.32272
ANM-000000740
SM00000740
Kaduna
2024-04-12 05:00:00
normal
1.671
1.647
-0.024
-0.041
false
normal
12.40479
7.61838
ANM-000000741
SM00000741
Abuja
2024-11-27 10:00:00
normal
1.657
1.741
0.084
0.144
false
normal
12.78538
6.74909
ANM-000000742
SM00000742
Ikeja
2024-03-24 22:00:00
normal
1.528
1.241
-0.287
-0.516
false
normal
11.15094
4.90406
ANM-000000743
SM00000743
Benin
2024-08-24 14:00:00
sudden_spike
2.157
1.244
-0.912
-1.339
true
confirmed
8.11556
3.91322
ANM-000000744
SM00000744
Eko
2024-08-06 21:00:00
normal
1.576
1.731
0.155
0.274
false
normal
5.69872
5.0858
ANM-000000745
SM00000745
Abuja
2024-01-03 02:00:00
normal
1.028
0.973
-0.056
-0.122
false
normal
10.57608
8.06423
ANM-000000746
SM00000746
Benin
2024-12-06 22:00:00
normal
0
0
0
0
false
normal
4.4444
8.17227
ANM-000000747
SM00000747
Jos
2024-07-22 00:00:00
normal
1.347
1.289
-0.057
-0.111
false
normal
11.41862
8.26387
ANM-000000748
SM00000748
Ikeja
2024-06-27 14:00:00
normal
1.171
1.333
0.162
0.335
false
normal
5.4189
7.11695
ANM-000000749
SM00000749
Benin
2024-08-27 02:00:00
normal
1.475
1.479
0.004
0.008
false
normal
10.15703
8.54846
ANM-000000750
SM00000750
Ibadan
2024-06-05 19:00:00
normal
0.499
0.476
-0.023
-0.067
false
normal
7.90132
3.40224
ANM-000000751
SM00000751
Abuja
2024-05-26 22:00:00
normal
1.739
2.083
0.344
0.576
false
normal
8.20364
14.03425
ANM-000000752
SM00000752
Kaduna
2024-03-22 08:00:00
normal
1.443
1.581
0.139
0.258
false
normal
12.50962
13.89498
ANM-000000753
SM00000753
Port Harcourt
2024-11-16 11:00:00
normal
1.32
1.092
-0.229
-0.445
false
normal
9.2526
10.9662
ANM-000000754
SM00000754
Port Harcourt
2024-04-28 22:00:00
normal
1.906
1.992
0.086
0.136
false
normal
11.53975
2.9043
ANM-000000755
SM00000755
Jos
2024-05-08 01:00:00
normal
2.016
1.877
-0.139
-0.213
false
normal
6.56553
7.50119
ANM-000000756
SM00000756
Jos
2024-07-06 08:00:00
normal
1.618
1.593
-0.025
-0.044
false
normal
7.51229
10.94514
ANM-000000757
SM00000757
Enugu
2024-07-10 11:00:00
normal
0.945
1.056
0.111
0.253
false
normal
8.36896
12.81125
ANM-000000758
SM00000758
Abuja
2024-09-09 14:00:00
normal
0.771
0.729
-0.041
-0.102
false
normal
13.37008
3.97013
ANM-000000759
SM00000759
Abuja
2024-05-16 20:00:00
normal
1.428
1.159
-0.268
-0.501
false
normal
5.83753
12.20825
ANM-000000760
SM00000760
Ikeja
2024-09-24 18:00:00
normal
0.85
0.878
0.028
0.067
false
normal
4.29726
9.62895
ANM-000000761
SM00000761
Enugu
2024-05-07 20:00:00
normal
1.038
1.097
0.058
0.127
false
normal
8.18305
7.64768
ANM-000000762
SM00000762
Kano
2024-12-06 11:00:00
normal
0.679
0.765
0.085
0.221
false
normal
10.60067
11.29254
ANM-000000763
SM00000763
Kano
2024-11-13 19:00:00
normal
1.359
1.366
0.007
0.014
false
normal
12.08729
8.32012
ANM-000000764
SM00000764
Kano
2024-11-12 14:00:00
normal
0.412
0.406
-0.006
-0.019
false
normal
5.22367
14.67778
ANM-000000765
SM00000765
Kaduna
2024-02-06 18:00:00
normal
2.005
2.146
0.141
0.216
false
normal
9.56498
9.32892
ANM-000000766
SM00000766
Kano
2024-03-01 03:00:00
normal
1.032
1.007
-0.025
-0.055
false
normal
6.48769
3.95077
ANM-000000767
SM00000767
Ikeja
2024-01-23 19:00:00
normal
2.473
2.712
0.239
0.32
false
normal
7.59059
7.99485
ANM-000000768
SM00000768
Abuja
2024-07-23 15:00:00
normal
1.318
1.484
0.165
0.322
false
normal
8.78347
4.43475
ANM-000000769
SM00000769
Jos
2024-10-23 13:00:00
normal
1.298
1.456
0.158
0.31
false
normal
7.17547
6.84489
ANM-000000770
SM00000770
Abuja
2024-06-15 18:00:00
normal
2.121
2.185
0.064
0.095
false
normal
6.80247
10.65023
ANM-000000771
SM00000771
Jos
2024-04-27 01:00:00
normal
1.312
1.163
-0.149
-0.292
false
normal
8.99705
5.30446
ANM-000000772
SM00000772
Port Harcourt
2024-01-03 18:00:00
normal
1.412
1.343
-0.068
-0.129
false
normal
4.26637
12.81365
ANM-000000773
SM00000773
Benin
2024-12-15 14:00:00
normal
0.917
0.963
0.045
0.104
false
normal
4.2409
10.57105
ANM-000000774
SM00000774
Ibadan
2024-10-24 16:00:00
normal
1.924
1.994
0.069
0.109
false
normal
9.93588
11.09523
ANM-000000775
SM00000775
Port Harcourt
2024-12-21 10:00:00
normal
2.339
2.472
0.133
0.185
false
normal
13.41123
13.87057
ANM-000000776
SM00000776
Kano
2024-07-10 01:00:00
normal
1.02
1.067
0.047
0.104
false
normal
5.62921
6.2782
ANM-000000777
SM00000777
Benin
2024-09-17 03:00:00
normal
0.627
0.599
-0.027
-0.073
false
normal
12.95416
4.40863
ANM-000000778
SM00000778
Jos
2024-05-17 07:00:00
normal
0.756
0.773
0.017
0.042
false
normal
13.68459
7.84629
ANM-000000779
SM00000779
Enugu
2024-12-24 11:00:00
normal
0.947
0.881
-0.066
-0.15
false
normal
8.59066
10.77785
ANM-000000780
SM00000780
Abuja
2024-09-26 04:00:00
normal
1.408
1.239
-0.17
-0.319
false
normal
13.80929
13.47359
ANM-000000781
SM00000781
Enugu
2024-10-13 15:00:00
normal
1.903
1.781
-0.122
-0.194
false
normal
9.21211
11.83165
ANM-000000782
SM00000782
Jos
2024-06-20 08:00:00
normal
0.789
0.81
0.022
0.053
false
normal
5.64003
8.42004
ANM-000000783
SM00000783
Port Harcourt
2024-09-26 13:00:00
normal
0.254
0.267
0.013
0.044
false
normal
6.92542
8.20072
ANM-000000784
SM00000784
Kano
2024-06-15 14:00:00
normal
1.037
0.974
-0.062
-0.137
false
normal
13.77393
3.79971
ANM-000000785
SM00000785
Abuja
2024-06-25 00:00:00
normal
1.144
1.134
-0.01
-0.02
false
normal
5.563
8.71551
ANM-000000786
SM00000786
Eko
2024-06-29 06:00:00
zero_consumption
1.005
1.339
0.334
0.741
true
resolved
7.26144
6.96807
ANM-000000787
SM00000787
Ikeja
2024-06-20 06:00:00
normal
1.427
1.527
0.099
0.186
false
normal
10.66555
12.80976
ANM-000000788
SM00000788
Abuja
2024-02-06 23:00:00
normal
1.108
1.019
-0.089
-0.188
false
normal
6.93618
3.25257
ANM-000000789
SM00000789
Abuja
2024-05-17 22:00:00
normal
1.494
1.362
-0.133
-0.242
false
normal
7.64583
6.52054
ANM-000000790
SM00000790
Abuja
2024-11-28 08:00:00
zero_consumption
0.438
1.618
1.179
3.492
true
confirmed
5.57276
3.93725
ANM-000000791
SM00000791
Benin
2024-10-22 01:00:00
zero_consumption
0.946
0.05
-0.896
-2.039
true
confirmed
12.76366
14.25696
ANM-000000792
SM00000792
Ibadan
2024-07-24 11:00:00
normal
1.471
1.504
0.033
0.062
false
normal
12.84905
3.56064
ANM-000000793
SM00000793
Ibadan
2024-10-30 10:00:00
normal
1.405
1.241
-0.164
-0.31
false
normal
7.54168
8.65996
ANM-000000794
SM00000794
Ikeja
2024-07-21 16:00:00
normal
0.566
0.517
-0.05
-0.137
false
normal
5.47309
4.04015
ANM-000000795
SM00000795
Benin
2024-07-30 22:00:00
normal
0.509
0.418
-0.091
-0.259
false
normal
8.14299
3.56993
ANM-000000796
SM00000796
Kano
2024-09-30 12:00:00
normal
1.156
1.207
0.051
0.107
false
normal
7.08626
4.53946
ANM-000000797
SM00000797
Kaduna
2024-10-09 11:00:00
normal
0.808
0.873
0.065
0.158
false
normal
13.52874
4.63198
ANM-000000798
SM00000798
Kano
2024-11-27 20:00:00
normal
1.424
1.509
0.085
0.159
false
normal
5.76157
14.64672
ANM-000000799
SM00000799
Eko
2024-09-28 09:00:00
normal
1.502
1.368
-0.134
-0.243
false
normal
10.25872
7.3744