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-000000200
SM00000200
Kano
2024-10-17 05:00:00
meter_tamper
1.408
0.772
-0.636
-1.196
true
resolved
12.90796
6.43463
ANM-000000201
SM00000201
Eko
2024-05-01 08:00:00
normal
1.132
1.034
-0.098
-0.206
false
normal
13.3274
7.71606
ANM-000000202
SM00000202
Jos
2024-08-23 13:00:00
normal
1.449
1.324
-0.125
-0.231
false
normal
11.24759
7.39017
ANM-000000203
SM00000203
Abuja
2024-07-02 15:00:00
sudden_spike
0.766
0
-0.766
-1.901
true
resolved
4.94538
10.07257
ANM-000000204
SM00000204
Kano
2024-03-01 07:00:00
normal
0.656
0.616
-0.04
-0.106
false
normal
10.30045
6.16863
ANM-000000205
SM00000205
Ibadan
2024-02-09 23:00:00
normal
0.41
0.395
-0.015
-0.046
false
normal
6.5901
3.94227
ANM-000000206
SM00000206
Enugu
2024-11-02 10:00:00
normal
0.921
1.097
0.176
0.405
false
normal
6.88664
8.68234
ANM-000000207
SM00000207
Abuja
2024-12-02 17:00:00
normal
1.429
1.722
0.293
0.546
false
normal
7.89703
10.17212
ANM-000000208
SM00000208
Ibadan
2024-08-02 14:00:00
normal
0.476
0.577
0.101
0.293
false
normal
9.16338
5.34902
ANM-000000209
SM00000209
Enugu
2024-08-07 02:00:00
normal
2.012
2.085
0.073
0.113
false
normal
9.95226
6.89167
ANM-000000210
SM00000210
Ikeja
2024-12-16 16:00:00
normal
1.908
1.733
-0.175
-0.277
false
normal
10.39523
4.82235
ANM-000000211
SM00000211
Enugu
2024-10-02 23:00:00
normal
1.301
1.026
-0.274
-0.538
false
normal
11.15622
5.24032
ANM-000000212
SM00000212
Kano
2024-04-02 22:00:00
normal
1.632
1.324
-0.309
-0.535
false
normal
10.62244
6.5562
ANM-000000213
SM00000213
Jos
2024-03-21 23:00:00
normal
0.534
0.581
0.047
0.132
false
normal
10.24125
3.129
ANM-000000214
SM00000214
Enugu
2024-03-20 16:00:00
normal
1.717
1.535
-0.182
-0.307
false
normal
5.90264
9.36314
ANM-000000215
SM00000215
Kano
2024-10-13 15:00:00
normal
1.95
1.797
-0.153
-0.24
false
normal
8.77942
3.76229
ANM-000000216
SM00000216
Eko
2024-04-17 19:00:00
normal
1.43
1.452
0.022
0.041
false
normal
6.59428
6.19228
ANM-000000217
SM00000217
Benin
2024-10-05 16:00:00
normal
0.929
0.96
0.031
0.072
false
normal
13.73306
12.49977
ANM-000000218
SM00000218
Kaduna
2024-11-22 04:00:00
normal
1.871
1.569
-0.302
-0.484
false
normal
12.34043
8.70412
ANM-000000219
SM00000219
Ikeja
2024-01-03 03:00:00
normal
1.511
1.684
0.173
0.313
false
normal
6.13251
9.09339
ANM-000000220
SM00000220
Kano
2024-09-30 14:00:00
normal
0.099
0.1
0.001
0.004
false
normal
11.81633
7.6943
ANM-000000221
SM00000221
Kano
2024-04-21 15:00:00
normal
1.046
0.977
-0.069
-0.15
false
normal
12.39566
7.4297
ANM-000000222
SM00000222
Port Harcourt
2024-01-13 06:00:00
normal
0.818
0.902
0.084
0.203
false
normal
11.61293
6.24409
ANM-000000223
SM00000223
Enugu
2024-08-23 23:00:00
normal
1.133
1.207
0.075
0.156
false
normal
7.58416
8.52439
ANM-000000224
SM00000224
Eko
2024-08-23 19:00:00
normal
0.403
0.321
-0.082
-0.248
false
normal
8.07734
3.60851
ANM-000000225
SM00000225
Benin
2024-11-28 14:00:00
normal
1.329
1.27
-0.059
-0.114
false
normal
6.75818
10.76006
ANM-000000226
SM00000226
Kano
2024-05-08 03:00:00
normal
1.461
1.494
0.034
0.063
false
normal
10.61853
4.68783
ANM-000000227
SM00000227
Kaduna
2024-01-01 02:00:00
normal
0
0
0
0
false
normal
5.58826
7.7673
ANM-000000228
SM00000228
Jos
2024-07-09 19:00:00
normal
0.776
0.739
-0.037
-0.091
false
normal
13.49618
10.09588
ANM-000000229
SM00000229
Kano
2024-07-29 10:00:00
normal
1.364
1.391
0.026
0.05
false
normal
8.86035
6.12033
ANM-000000230
SM00000230
Jos
2024-06-01 05:00:00
normal
1.083
0.92
-0.163
-0.349
false
normal
12.53575
4.88971
ANM-000000231
SM00000231
Kaduna
2024-03-19 13:00:00
normal
2.081
2.168
0.086
0.13
false
normal
12.27296
13.94933
ANM-000000232
SM00000232
Eko
2024-10-16 11:00:00
normal
2.091
1.866
-0.225
-0.336
false
normal
8.58098
13.73409
ANM-000000233
SM00000233
Abuja
2024-08-01 18:00:00
normal
2.104
2.032
-0.072
-0.107
false
normal
9.81853
11.65414
ANM-000000234
SM00000234
Ikeja
2024-01-23 00:00:00
normal
2
2.283
0.283
0.435
true
normal
11.64479
9.58751
ANM-000000235
SM00000235
Enugu
2024-06-06 20:00:00
normal
0
0
0
0
false
normal
5.92893
11.0711
ANM-000000236
SM00000236
Eko
2024-05-28 10:00:00
normal
0.613
0.696
0.083
0.224
false
normal
5.09251
5.55342
ANM-000000237
SM00000237
Benin
2024-07-12 23:00:00
normal
0.406
0.438
0.032
0.097
false
normal
6.38928
10.13228
ANM-000000238
SM00000238
Jos
2024-12-04 11:00:00
normal
1.38
1.392
0.012
0.022
false
normal
8.00662
8.39879
ANM-000000239
SM00000239
Abuja
2024-03-15 08:00:00
normal
1.174
1.127
-0.047
-0.096
false
normal
9.02776
6.51847
ANM-000000240
SM00000240
Kano
2024-09-18 07:00:00
normal
1.699
1.85
0.151
0.256
false
normal
13.02332
6.71709
ANM-000000241
SM00000241
Ibadan
2024-08-18 01:00:00
normal
1.72
1.307
-0.413
-0.696
false
normal
5.62645
10.48409
ANM-000000242
SM00000242
Kaduna
2024-05-04 12:00:00
normal
1.804
1.651
-0.153
-0.25
false
normal
13.72796
13.81847
ANM-000000243
SM00000243
Kano
2024-01-01 14:00:00
normal
1.318
1.338
0.02
0.039
false
normal
9.49105
14.11002
ANM-000000244
SM00000244
Enugu
2024-07-24 13:00:00
normal
1.376
1.289
-0.087
-0.166
false
normal
10.64447
8.95363
ANM-000000245
SM00000245
Port Harcourt
2024-10-30 02:00:00
normal
1.101
1.07
-0.031
-0.066
false
normal
4.46027
9.87448
ANM-000000246
SM00000246
Kano
2024-03-17 19:00:00
sudden_spike
1.264
0.002
-1.262
-2.509
true
confirmed
13.59632
10.85458
ANM-000000247
SM00000247
Enugu
2024-02-17 13:00:00
normal
0.966
1.089
0.123
0.277
false
normal
12.04648
3.28264
ANM-000000248
SM00000248
Ibadan
2024-06-07 06:00:00
normal
1.105
1.046
-0.058
-0.124
false
normal
13.45954
4.81565
ANM-000000249
SM00000249
Benin
2024-06-21 20:00:00
normal
0.23
0.252
0.022
0.074
false
normal
9.10634
2.79251
ANM-000000250
SM00000250
Abuja
2024-07-30 20:00:00
normal
1.133
1.285
0.152
0.319
false
normal
8.91449
9.81523
ANM-000000251
SM00000251
Kaduna
2024-08-02 15:00:00
normal
1.553
1.624
0.071
0.127
false
normal
8.90517
12.2869
ANM-000000252
SM00000252
Ikeja
2024-03-06 18:00:00
normal
1.532
1.366
-0.165
-0.297
false
normal
11.89789
5.29969
ANM-000000253
SM00000253
Enugu
2024-04-18 17:00:00
normal
0.147
0.137
-0.01
-0.036
false
normal
10.96619
13.46313
ANM-000000254
SM00000254
Kano
2024-10-12 09:00:00
normal
1.078
1.025
-0.053
-0.113
false
normal
8.17537
9.89896
ANM-000000255
SM00000255
Jos
2024-03-14 09:00:00
normal
0.991
1.059
0.068
0.152
false
normal
11.57184
13.40559
ANM-000000256
SM00000256
Kano
2024-12-02 22:00:00
normal
2.688
2.873
0.185
0.235
false
normal
10.34211
14.04287
ANM-000000257
SM00000257
Ikeja
2024-05-25 10:00:00
normal
0.482
0.504
0.021
0.062
false
normal
11.40766
7.8666
ANM-000000258
SM00000258
Ibadan
2024-05-04 22:00:00
normal
0.63
0.64
0.01
0.027
false
normal
4.91695
11.14734
ANM-000000259
SM00000259
Kano
2024-06-12 12:00:00
normal
1.267
1.349
0.083
0.164
false
normal
8.86403
12.65866
ANM-000000260
SM00000260
Eko
2024-09-17 18:00:00
normal
0.856
0.664
-0.192
-0.456
false
normal
13.26656
11.04786
ANM-000000261
SM00000261
Eko
2024-01-10 02:00:00
normal
1.166
1.265
0.099
0.204
false
normal
6.888
13.81374
ANM-000000262
SM00000262
Ibadan
2024-06-13 10:00:00
normal
1.506
1.335
-0.172
-0.311
false
normal
4.73987
12.6874
ANM-000000263
SM00000263
Abuja
2024-11-23 05:00:00
normal
2.235
2.253
0.019
0.027
false
normal
10.11253
14.21955
ANM-000000264
SM00000264
Port Harcourt
2024-06-19 18:00:00
normal
1.841
1.646
-0.195
-0.315
false
normal
13.53415
3.08071
ANM-000000265
SM00000265
Ikeja
2024-10-20 07:00:00
normal
1.243
1.329
0.085
0.171
false
normal
11.37591
12.56836
ANM-000000266
SM00000266
Ikeja
2024-05-21 18:00:00
normal
2.23
1.88
-0.35
-0.503
false
normal
11.60362
3.68217
ANM-000000267
SM00000267
Kano
2024-04-04 13:00:00
normal
1.656
1.455
-0.201
-0.345
false
normal
5.27561
8.52014
ANM-000000268
SM00000268
Jos
2024-01-29 17:00:00
normal
1.447
1.298
-0.148
-0.275
false
normal
6.33437
13.00256
ANM-000000269
SM00000269
Jos
2024-06-22 04:00:00
normal
0.893
1.129
0.236
0.551
false
normal
11.75913
10.37145
ANM-000000270
SM00000270
Jos
2024-10-21 06:00:00
normal
1.416
1.555
0.14
0.262
false
normal
9.37177
11.85112
ANM-000000271
SM00000271
Ibadan
2024-07-31 14:00:00
normal
2.24
2.627
0.387
0.555
false
normal
6.48401
12.42197
ANM-000000272
SM00000272
Eko
2024-07-02 14:00:00
normal
1.004
0.978
-0.026
-0.057
false
normal
6.44235
4.39662
ANM-000000273
SM00000273
Kano
2024-01-22 22:00:00
normal
1.52
1.437
-0.083
-0.15
false
normal
9.49082
10.42977
ANM-000000274
SM00000274
Kaduna
2024-02-01 05:00:00
normal
0.029
0.03
0.002
0.006
false
normal
6.65869
2.91913
ANM-000000275
SM00000275
Enugu
2024-02-25 10:00:00
normal
1.769
1.661
-0.108
-0.179
false
normal
6.84109
3.04162
ANM-000000276
SM00000276
Kano
2024-01-26 17:00:00
normal
1.032
0.939
-0.093
-0.203
false
normal
8.35372
6.44666
ANM-000000277
SM00000277
Enugu
2024-01-03 04:00:00
normal
0.948
0.816
-0.132
-0.3
false
normal
7.63133
7.27579
ANM-000000278
SM00000278
Enugu
2024-09-23 19:00:00
normal
1.809
1.508
-0.301
-0.492
false
normal
10.14757
14.63955
ANM-000000279
SM00000279
Kaduna
2024-12-09 00:00:00
normal
1.522
1.553
0.031
0.056
false
normal
7.25818
12.60688
ANM-000000280
SM00000280
Enugu
2024-02-03 16:00:00
normal
1.991
2.071
0.08
0.124
false
normal
10.57672
14.23123
ANM-000000281
SM00000281
Kaduna
2024-07-23 22:00:00
normal
0.5
0.541
0.041
0.116
true
normal
12.8448
3.60787
ANM-000000282
SM00000282
Eko
2024-12-10 20:00:00
normal
1.002
0.867
-0.135
-0.3
false
normal
7.014
14.14058
ANM-000000283
SM00000283
Ikeja
2024-09-19 09:00:00
normal
0.222
0.245
0.024
0.08
false
normal
6.82392
4.2746
ANM-000000284
SM00000284
Eko
2024-06-12 09:00:00
normal
1.072
0.982
-0.09
-0.193
false
normal
12.49435
10.5696
ANM-000000285
SM00000285
Enugu
2024-08-03 15:00:00
normal
1.666
1.621
-0.045
-0.077
false
normal
9.79721
11.32989
ANM-000000286
SM00000286
Port Harcourt
2024-05-12 12:00:00
normal
1.273
1.147
-0.126
-0.25
false
normal
11.88635
9.6515
ANM-000000287
SM00000287
Jos
2024-07-27 11:00:00
normal
2.259
2.672
0.413
0.589
false
normal
7.36672
4.40945
ANM-000000288
SM00000288
Enugu
2024-06-01 05:00:00
normal
0.734
0.757
0.023
0.059
false
normal
4.22408
11.83181
ANM-000000289
SM00000289
Abuja
2024-10-31 14:00:00
normal
2.198
2.46
0.262
0.38
false
normal
5.58176
10.15011
ANM-000000290
SM00000290
Ikeja
2024-03-31 07:00:00
normal
0.994
0.886
-0.108
-0.241
false
normal
9.29845
13.04267
ANM-000000291
SM00000291
Abuja
2024-04-04 17:00:00
normal
0.918
0.793
-0.125
-0.289
false
normal
10.54034
9.81321
ANM-000000292
SM00000292
Benin
2024-08-13 23:00:00
normal
0.639
0.652
0.013
0.034
false
normal
9.41883
3.11252
ANM-000000293
SM00000293
Jos
2024-03-08 03:00:00
normal
0.071
0.075
0.003
0.013
false
normal
5.05428
6.12438
ANM-000000294
SM00000294
Benin
2024-01-05 09:00:00
normal
1.847
2.019
0.172
0.278
false
normal
13.87188
7.8189
ANM-000000295
SM00000295
Port Harcourt
2024-12-20 12:00:00
normal
0.464
0.453
-0.011
-0.032
false
normal
12.04557
5.83189
ANM-000000296
SM00000296
Ibadan
2024-11-29 01:00:00
normal
1.96
1.962
0.002
0.003
false
normal
13.52617
11.26839
ANM-000000297
SM00000297
Jos
2024-02-10 09:00:00
normal
1.896
2.186
0.29
0.461
false
normal
8.63464
4.07391
ANM-000000298
SM00000298
Port Harcourt
2024-01-20 23:00:00
reversed_energy
1.637
1.582
-0.055
-0.095
true
resolved
9.18625
10.46245
ANM-000000299
SM00000299
Abuja
2024-09-11 16:00:00
normal
2.601
2.769
0.168
0.218
false
normal
10.63728
7.36188