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-000000100
SM00000100
Ibadan
2024-02-25 15:00:00
normal
1.112
1.206
0.094
0.199
false
normal
7.87503
4.40831
ANM-000000101
SM00000101
Ikeja
2024-12-24 23:00:00
normal
1.245
0.991
-0.254
-0.508
false
normal
7.49191
12.94443
ANM-000000102
SM00000102
Eko
2024-05-29 21:00:00
normal
1.649
1.62
-0.029
-0.051
false
normal
7.3806
13.73987
ANM-000000103
SM00000103
Abuja
2024-11-27 08:00:00
normal
0.559
0.482
-0.077
-0.214
false
normal
11.34265
12.53412
ANM-000000104
SM00000104
Eko
2024-08-26 16:00:00
normal
0.431
0.464
0.033
0.097
false
normal
7.08299
9.37767
ANM-000000105
SM00000105
Port Harcourt
2024-12-28 10:00:00
normal
0.709
0.889
0.18
0.459
false
normal
7.85019
11.3247
ANM-000000106
SM00000106
Benin
2024-11-21 00:00:00
normal
2.459
2.37
-0.089
-0.119
false
normal
7.02272
11.56031
ANM-000000107
SM00000107
Benin
2024-03-07 13:00:00
normal
1.19
1.242
0.052
0.107
false
normal
11.02406
3.10749
ANM-000000108
SM00000108
Eko
2024-11-30 13:00:00
normal
0.977
0.772
-0.205
-0.461
false
normal
11.78769
7.52883
ANM-000000109
SM00000109
Ikeja
2024-07-26 17:00:00
normal
1.079
1.118
0.039
0.084
false
normal
11.52752
8.09742
ANM-000000110
SM00000110
Eko
2024-09-29 14:00:00
normal
0.357
0.39
0.033
0.103
false
normal
13.74916
7.96008
ANM-000000111
SM00000111
Ikeja
2024-03-30 20:00:00
normal
1.754
1.775
0.02
0.034
false
normal
9.70589
12.67847
ANM-000000112
SM00000112
Eko
2024-11-19 23:00:00
normal
1.614
1.688
0.075
0.131
false
normal
9.81539
10.07525
ANM-000000113
SM00000113
Jos
2024-07-03 17:00:00
normal
0.432
0.48
0.048
0.142
false
normal
13.48645
10.17293
ANM-000000114
SM00000114
Kano
2024-10-27 10:00:00
normal
1.043
1.055
0.012
0.026
false
normal
9.1632
14.69664
ANM-000000115
SM00000115
Abuja
2024-07-06 23:00:00
normal
1.132
1.089
-0.043
-0.09
false
normal
8.5772
7.69766
ANM-000000116
SM00000116
Port Harcourt
2024-07-13 00:00:00
normal
1.543
1.598
0.055
0.099
false
normal
5.57621
4.26433
ANM-000000117
SM00000117
Kaduna
2024-01-01 01:00:00
normal
1.195
1.163
-0.032
-0.065
false
normal
12.19953
10.5685
ANM-000000118
SM00000118
Abuja
2024-11-03 07:00:00
normal
1.605
1.315
-0.29
-0.509
false
normal
10.35866
14.1418
ANM-000000119
SM00000119
Ibadan
2024-10-05 10:00:00
normal
2.088
2.094
0.006
0.009
false
normal
5.14854
6.11893
ANM-000000120
SM00000120
Port Harcourt
2024-05-20 09:00:00
normal
0.785
0.85
0.065
0.159
false
normal
12.55152
4.85019
ANM-000000121
SM00000121
Port Harcourt
2024-12-10 18:00:00
normal
1.076
1.045
-0.031
-0.067
false
normal
8.10007
7.87327
ANM-000000122
SM00000122
Jos
2024-04-21 19:00:00
normal
0.555
0.555
-0
-0.001
false
normal
9.62159
4.59133
ANM-000000123
SM00000123
Abuja
2024-11-14 11:00:00
normal
1.307
1.234
-0.073
-0.144
false
normal
13.44755
6.05532
ANM-000000124
SM00000124
Port Harcourt
2024-11-29 07:00:00
normal
1.194
1.266
0.072
0.146
false
normal
13.56874
12.09673
ANM-000000125
SM00000125
Abuja
2024-01-20 13:00:00
normal
1.41
1.471
0.061
0.114
false
normal
9.65161
3.10048
ANM-000000126
SM00000126
Enugu
2024-07-21 10:00:00
normal
1.606
1.675
0.068
0.12
false
normal
13.47403
9.61716
ANM-000000127
SM00000127
Kano
2024-01-22 02:00:00
normal
0.822
0.834
0.013
0.03
false
normal
12.53286
8.39258
ANM-000000128
SM00000128
Eko
2024-05-24 08:00:00
normal
1.404
1.276
-0.127
-0.24
false
normal
7.02454
9.24083
ANM-000000129
SM00000129
Kaduna
2024-01-03 14:00:00
normal
0.764
0.651
-0.113
-0.281
false
normal
8.47989
9.05327
ANM-000000130
SM00000130
Kaduna
2024-05-13 22:00:00
normal
1.119
1.145
0.026
0.054
false
normal
8.29192
11.43943
ANM-000000131
SM00000131
Abuja
2024-12-03 12:00:00
normal
1.716
1.798
0.082
0.138
false
normal
7.64858
12.76863
ANM-000000132
SM00000132
Ibadan
2024-04-25 06:00:00
normal
1.885
1.869
-0.016
-0.025
true
normal
9.98002
6.60665
ANM-000000133
SM00000133
Jos
2024-07-21 23:00:00
normal
0.874
0.913
0.039
0.091
false
normal
5.29084
8.45578
ANM-000000134
SM00000134
Enugu
2024-07-22 16:00:00
normal
0.894
0.949
0.055
0.128
false
normal
10.39764
3.86941
ANM-000000135
SM00000135
Jos
2024-02-28 22:00:00
normal
1.706
1.607
-0.099
-0.167
false
normal
4.21967
3.53424
ANM-000000136
SM00000136
Jos
2024-06-09 09:00:00
normal
0.281
0.307
0.026
0.085
false
normal
7.644
7.97071
ANM-000000137
SM00000137
Kano
2024-04-16 07:00:00
normal
1.888
1.747
-0.141
-0.225
false
normal
6.59835
4.37898
ANM-000000138
SM00000138
Jos
2024-02-02 04:00:00
reversed_energy
0.891
0.534
-0.357
-0.834
true
confirmed
7.54103
2.82322
ANM-000000139
SM00000139
Kaduna
2024-04-27 14:00:00
normal
1.166
1.116
-0.05
-0.104
false
normal
6.93798
5.51786
ANM-000000140
SM00000140
Kano
2024-11-29 15:00:00
normal
1.53
1.544
0.014
0.025
false
normal
12.5763
10.50941
ANM-000000141
SM00000141
Kano
2024-01-15 13:00:00
normal
2.55
2.224
-0.326
-0.429
false
normal
10.43698
14.6206
ANM-000000142
SM00000142
Ibadan
2024-04-04 02:00:00
normal
1.312
1.337
0.025
0.049
false
normal
10.46926
10.6495
ANM-000000143
SM00000143
Ibadan
2024-01-16 06:00:00
normal
1.761
1.883
0.122
0.203
false
normal
7.3683
9.36066
ANM-000000144
SM00000144
Jos
2024-10-15 14:00:00
normal
0.765
0.785
0.02
0.049
false
normal
13.70998
14.00459
ANM-000000145
SM00000145
Ibadan
2024-11-13 18:00:00
normal
1.029
0.904
-0.125
-0.274
false
normal
7.27805
12.37137
ANM-000000146
SM00000146
Enugu
2024-10-21 16:00:00
normal
1.057
1.103
0.046
0.1
false
normal
5.85552
3.21374
ANM-000000147
SM00000147
Abuja
2024-06-15 08:00:00
normal
1.55
1.391
-0.16
-0.285
false
normal
7.5443
11.59549
ANM-000000148
SM00000148
Ibadan
2024-04-02 12:00:00
normal
2.36
2.291
-0.069
-0.095
false
normal
8.68824
3.47919
ANM-000000149
SM00000149
Port Harcourt
2024-01-10 10:00:00
normal
1.197
1.162
-0.035
-0.072
false
normal
9.50274
3.99422
ANM-000000150
SM00000150
Enugu
2024-07-27 16:00:00
normal
1.734
1.873
0.139
0.233
false
normal
11.37679
3.70876
ANM-000000151
SM00000151
Benin
2024-09-27 19:00:00
normal
1.329
1.247
-0.083
-0.16
false
normal
9.57735
10.34091
ANM-000000152
SM00000152
Enugu
2024-03-02 22:00:00
normal
0.877
0.774
-0.103
-0.242
false
normal
9.70876
14.05739
ANM-000000153
SM00000153
Abuja
2024-12-06 18:00:00
normal
2.043
2.04
-0.003
-0.005
false
normal
9.44786
12.01339
ANM-000000154
SM00000154
Enugu
2024-02-03 19:00:00
normal
0.96
1.025
0.065
0.148
false
normal
10.17743
8.17522
ANM-000000155
SM00000155
Kaduna
2024-04-11 15:00:00
normal
1.109
1.174
0.066
0.139
true
normal
11.42868
11.53708
ANM-000000156
SM00000156
Jos
2024-03-03 12:00:00
normal
0.508
0.556
0.048
0.137
false
normal
7.89722
12.69392
ANM-000000157
SM00000157
Jos
2024-11-22 22:00:00
normal
1.171
1.231
0.06
0.125
false
normal
8.72445
11.21048
ANM-000000158
SM00000158
Ikeja
2024-06-03 18:00:00
normal
0.195
0.208
0.013
0.045
false
normal
13.52169
3.07987
ANM-000000159
SM00000159
Port Harcourt
2024-08-20 06:00:00
normal
1.506
1.591
0.085
0.155
false
normal
11.22987
3.79148
ANM-000000160
SM00000160
Ibadan
2024-06-02 07:00:00
normal
0.381
0.336
-0.045
-0.137
false
normal
10.27815
11.58591
ANM-000000161
SM00000161
Eko
2024-10-26 19:00:00
zero_consumption
1.323
0
-1.323
-2.571
true
investigating
10.4327
6.74623
ANM-000000162
SM00000162
Jos
2024-07-15 11:00:00
normal
0.282
0.264
-0.018
-0.059
false
normal
13.17671
11.64922
ANM-000000163
SM00000163
Eko
2024-02-14 16:00:00
normal
1.063
0.985
-0.078
-0.168
false
normal
7.31541
7.10432
ANM-000000164
SM00000164
Kano
2024-11-14 22:00:00
normal
1.095
1.168
0.073
0.155
false
normal
10.23293
3.09268
ANM-000000165
SM00000165
Eko
2024-05-21 05:00:00
normal
1.135
0.936
-0.199
-0.418
false
normal
6.71888
7.93196
ANM-000000166
SM00000166
Ibadan
2024-08-23 13:00:00
normal
0.93
0.899
-0.031
-0.071
false
normal
9.8754
3.93043
ANM-000000167
SM00000167
Kano
2024-06-26 21:00:00
normal
1.622
1.797
0.174
0.303
false
normal
12.29072
6.17366
ANM-000000168
SM00000168
Abuja
2024-12-02 15:00:00
normal
2.157
2.348
0.191
0.281
false
normal
9.73163
6.10839
ANM-000000169
SM00000169
Enugu
2024-02-18 14:00:00
normal
1.344
1.335
-0.009
-0.018
false
normal
10.42338
8.70798
ANM-000000170
SM00000170
Eko
2024-10-24 11:00:00
normal
1.292
1.157
-0.135
-0.265
false
normal
12.3251
5.51745
ANM-000000171
SM00000171
Ibadan
2024-05-14 16:00:00
normal
1.394
1.448
0.054
0.103
false
normal
8.02842
9.98959
ANM-000000172
SM00000172
Ikeja
2024-02-11 20:00:00
normal
1.223
1.115
-0.108
-0.219
false
normal
4.77352
5.58412
ANM-000000173
SM00000173
Kano
2024-09-20 17:00:00
normal
0.809
0.849
0.04
0.097
false
normal
6.49051
10.62863
ANM-000000174
SM00000174
Jos
2024-05-10 11:00:00
normal
0.222
0.195
-0.027
-0.093
false
normal
7.28132
7.01732
ANM-000000175
SM00000175
Eko
2024-02-24 09:00:00
normal
0.046
0.051
0.005
0.019
false
normal
9.37201
11.99454
ANM-000000176
SM00000176
Jos
2024-03-12 09:00:00
normal
1.26
1.337
0.077
0.154
false
normal
8.69731
3.46144
ANM-000000177
SM00000177
Port Harcourt
2024-04-15 21:00:00
normal
0.708
0.46
-0.247
-0.632
false
normal
12.00748
13.10299
ANM-000000178
SM00000178
Benin
2024-08-23 07:00:00
normal
1.145
1.13
-0.015
-0.032
false
normal
9.06495
10.96207
ANM-000000179
SM00000179
Ibadan
2024-10-24 20:00:00
normal
1.382
1.385
0.003
0.006
false
normal
9.30245
7.94946
ANM-000000180
SM00000180
Kano
2024-10-16 04:00:00
normal
1.483
1.38
-0.102
-0.187
false
normal
10.72082
3.58577
ANM-000000181
SM00000181
Ikeja
2024-09-07 04:00:00
normal
0.451
0.428
-0.023
-0.067
false
normal
8.20166
10.6753
ANM-000000182
SM00000182
Kaduna
2024-02-18 06:00:00
normal
1.066
1.013
-0.052
-0.113
false
normal
12.15977
8.43768
ANM-000000183
SM00000183
Ibadan
2024-12-24 20:00:00
normal
1.649
1.561
-0.088
-0.152
false
normal
7.46218
3.60397
ANM-000000184
SM00000184
Eko
2024-02-15 07:00:00
normal
0.677
0.715
0.038
0.098
false
normal
6.39101
6.94728
ANM-000000185
SM00000185
Enugu
2024-03-29 11:00:00
bypass
0.496
0.06
-0.436
-1.248
true
resolved
12.36711
6.16279
ANM-000000186
SM00000186
Jos
2024-10-18 16:00:00
normal
0.883
0.88
-0.004
-0.009
false
normal
11.25725
5.33356
ANM-000000187
SM00000187
Kaduna
2024-07-04 07:00:00
normal
1.533
1.403
-0.13
-0.233
false
normal
7.36971
7.98849
ANM-000000188
SM00000188
Ikeja
2024-10-19 12:00:00
normal
1.336
1.489
0.153
0.295
false
normal
5.59576
3.54433
ANM-000000189
SM00000189
Enugu
2024-11-27 19:00:00
normal
0.946
0.957
0.011
0.024
false
normal
11.11878
14.5323
ANM-000000190
SM00000190
Eko
2024-06-04 01:00:00
normal
1.965
1.81
-0.155
-0.241
false
normal
9.06991
8.07128
ANM-000000191
SM00000191
Port Harcourt
2024-03-14 20:00:00
normal
0.57
0.569
-0.001
-0.003
false
normal
10.50158
5.88526
ANM-000000192
SM00000192
Abuja
2024-11-11 05:00:00
normal
1.409
1.352
-0.057
-0.108
false
normal
11.68933
12.22355
ANM-000000193
SM00000193
Benin
2024-05-02 00:00:00
normal
0.757
0.678
-0.08
-0.199
false
normal
13.78619
10.73461
ANM-000000194
SM00000194
Benin
2024-09-04 10:00:00
normal
1.066
1.119
0.053
0.113
false
normal
10.16973
14.45788
ANM-000000195
SM00000195
Jos
2024-12-12 22:00:00
sudden_spike
1.886
0.095
-1.791
-2.855
true
confirmed
6.71693
7.77139
ANM-000000196
SM00000196
Benin
2024-09-29 12:00:00
normal
1.226
1.123
-0.103
-0.208
false
normal
6.40796
10.29059
ANM-000000197
SM00000197
Enugu
2024-08-22 02:00:00
normal
2.085
2.113
0.029
0.043
false
normal
5.7174
12.53898
ANM-000000198
SM00000198
Enugu
2024-03-02 19:00:00
normal
1.578
1.631
0.052
0.093
false
normal
10.3904
8.81636
ANM-000000199
SM00000199
Ikeja
2024-08-12 01:00:00
normal
0
0
0
0
false
normal
8.28404
13.37882