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-000000300 | SM00000300 | Benin | 2024-03-16 18:00:00 | normal | 0.777 | 0.711 | -0.066 | -0.164 | false | normal | 12.94791 | 10.3685 |
ANM-000000301 | SM00000301 | Ikeja | 2024-10-03 22:00:00 | normal | 1.525 | 1.61 | 0.085 | 0.154 | false | normal | 5.87119 | 9.05506 |
ANM-000000302 | SM00000302 | Kaduna | 2024-11-16 09:00:00 | normal | 0.488 | 0.488 | -0.001 | -0.002 | false | normal | 10.84067 | 4.21776 |
ANM-000000303 | SM00000303 | Eko | 2024-07-21 22:00:00 | normal | 1.104 | 1.156 | 0.052 | 0.11 | false | normal | 13.34439 | 4.39859 |
ANM-000000304 | SM00000304 | Port Harcourt | 2024-07-28 08:00:00 | normal | 1.199 | 1.323 | 0.124 | 0.253 | false | normal | 6.31849 | 7.82226 |
ANM-000000305 | SM00000305 | Ibadan | 2024-10-26 06:00:00 | normal | 1.31 | 1.242 | -0.068 | -0.133 | false | normal | 11.80046 | 5.45861 |
ANM-000000306 | SM00000306 | Jos | 2024-06-16 00:00:00 | normal | 0.415 | 0.388 | -0.027 | -0.081 | false | normal | 8.96265 | 6.53302 |
ANM-000000307 | SM00000307 | Eko | 2024-04-06 23:00:00 | normal | 1.406 | 1.393 | -0.013 | -0.024 | false | normal | 4.43747 | 14.01471 |
ANM-000000308 | SM00000308 | Ikeja | 2024-06-15 15:00:00 | normal | 0.47 | 0.503 | 0.033 | 0.095 | true | normal | 4.756 | 6.10276 |
ANM-000000309 | SM00000309 | Abuja | 2024-11-02 11:00:00 | normal | 1.82 | 1.636 | -0.184 | -0.3 | false | normal | 6.50412 | 7.90512 |
ANM-000000310 | SM00000310 | Ibadan | 2024-02-04 09:00:00 | normal | 1.288 | 1.278 | -0.01 | -0.02 | false | normal | 7.43853 | 2.77079 |
ANM-000000311 | SM00000311 | Kaduna | 2024-08-20 16:00:00 | normal | 1.72 | 1.508 | -0.211 | -0.356 | false | normal | 12.36927 | 7.00136 |
ANM-000000312 | SM00000312 | Enugu | 2024-09-28 22:00:00 | normal | 1.775 | 1.856 | 0.08 | 0.133 | false | normal | 13.32423 | 11.21193 |
ANM-000000313 | SM00000313 | Port Harcourt | 2024-08-16 01:00:00 | normal | 1.103 | 1.217 | 0.114 | 0.242 | false | normal | 7.15031 | 5.22288 |
ANM-000000314 | SM00000314 | Eko | 2024-08-14 05:00:00 | normal | 0.835 | 0.851 | 0.016 | 0.039 | false | normal | 8.58815 | 11.95103 |
ANM-000000315 | SM00000315 | Jos | 2024-05-10 03:00:00 | normal | 1.683 | 1.515 | -0.168 | -0.286 | false | normal | 12.43173 | 7.05259 |
ANM-000000316 | SM00000316 | Kano | 2024-03-01 19:00:00 | normal | 0.711 | 0.824 | 0.112 | 0.286 | false | normal | 13.89828 | 11.86586 |
ANM-000000317 | SM00000317 | Port Harcourt | 2024-04-08 01:00:00 | normal | 1.638 | 1.763 | 0.125 | 0.217 | false | normal | 12.80002 | 3.41691 |
ANM-000000318 | SM00000318 | Kano | 2024-01-09 07:00:00 | normal | 1.259 | 1.211 | -0.048 | -0.095 | false | normal | 8.17022 | 2.95693 |
ANM-000000319 | SM00000319 | Enugu | 2024-09-20 19:00:00 | normal | 0.178 | 0.189 | 0.012 | 0.041 | false | normal | 8.08955 | 11.38745 |
ANM-000000320 | SM00000320 | Ibadan | 2024-06-03 13:00:00 | normal | 1.863 | 2.038 | 0.176 | 0.282 | false | normal | 12.24139 | 4.63527 |
ANM-000000321 | SM00000321 | Ikeja | 2024-12-07 18:00:00 | normal | 0.246 | 0.252 | 0.005 | 0.018 | false | normal | 11.39605 | 8.44916 |
ANM-000000322 | SM00000322 | Benin | 2024-04-03 07:00:00 | normal | 0.522 | 0.594 | 0.071 | 0.202 | false | normal | 5.48077 | 14.15008 |
ANM-000000323 | SM00000323 | Jos | 2024-08-29 09:00:00 | normal | 1.841 | 1.815 | -0.026 | -0.041 | false | normal | 7.65514 | 3.46774 |
ANM-000000324 | SM00000324 | Ikeja | 2024-11-06 16:00:00 | normal | 2.184 | 1.954 | -0.23 | -0.334 | false | normal | 11.7464 | 5.25042 |
ANM-000000325 | SM00000325 | Port Harcourt | 2024-12-07 08:00:00 | normal | 0 | 0 | 0 | 0 | false | normal | 11.35954 | 11.96612 |
ANM-000000326 | SM00000326 | Abuja | 2024-09-15 18:00:00 | normal | 1.27 | 1.403 | 0.133 | 0.263 | false | normal | 8.77258 | 5.40347 |
ANM-000000327 | SM00000327 | Port Harcourt | 2024-08-09 20:00:00 | normal | 1.025 | 1.022 | -0.003 | -0.006 | false | normal | 6.15045 | 7.87481 |
ANM-000000328 | SM00000328 | Ikeja | 2024-02-26 08:00:00 | normal | 2.015 | 2.265 | 0.25 | 0.382 | false | normal | 11.52506 | 13.47472 |
ANM-000000329 | SM00000329 | Ikeja | 2024-05-22 13:00:00 | normal | 1.976 | 1.695 | -0.28 | -0.435 | false | normal | 7.74299 | 8.37633 |
ANM-000000330 | SM00000330 | Enugu | 2024-04-20 08:00:00 | normal | 1.223 | 1.343 | 0.12 | 0.242 | false | normal | 6.87331 | 6.48268 |
ANM-000000331 | SM00000331 | Ikeja | 2024-04-09 20:00:00 | normal | 0.606 | 0.606 | 0.001 | 0.001 | false | normal | 6.26625 | 3.55364 |
ANM-000000332 | SM00000332 | Jos | 2024-03-13 07:00:00 | normal | 0.315 | 0.315 | 0.001 | 0.002 | false | normal | 6.29168 | 14.16164 |
ANM-000000333 | SM00000333 | Ibadan | 2024-07-25 15:00:00 | normal | 1.636 | 1.919 | 0.283 | 0.49 | false | normal | 13.1702 | 3.17794 |
ANM-000000334 | SM00000334 | Ikeja | 2024-09-19 02:00:00 | normal | 0.527 | 0.481 | -0.046 | -0.129 | false | normal | 12.42808 | 6.82299 |
ANM-000000335 | SM00000335 | Kano | 2024-01-21 05:00:00 | normal | 0.877 | 0.94 | 0.062 | 0.147 | false | normal | 8.33525 | 8.84141 |
ANM-000000336 | SM00000336 | Port Harcourt | 2024-10-23 19:00:00 | normal | 1.766 | 1.533 | -0.233 | -0.386 | false | normal | 5.97168 | 14.1939 |
ANM-000000337 | SM00000337 | Kaduna | 2024-02-04 14:00:00 | normal | 0.473 | 0.562 | 0.088 | 0.256 | false | normal | 5.44906 | 13.5494 |
ANM-000000338 | SM00000338 | Enugu | 2024-03-27 16:00:00 | normal | 2.262 | 2.189 | -0.073 | -0.104 | false | normal | 9.06256 | 4.67469 |
ANM-000000339 | SM00000339 | Port Harcourt | 2024-03-07 10:00:00 | normal | 1.863 | 1.677 | -0.185 | -0.298 | false | normal | 10.76984 | 7.57651 |
ANM-000000340 | SM00000340 | Ikeja | 2024-12-21 05:00:00 | normal | 0.885 | 0.974 | 0.088 | 0.207 | false | normal | 4.52617 | 7.7169 |
ANM-000000341 | SM00000341 | Ikeja | 2024-06-07 10:00:00 | normal | 1.707 | 1.537 | -0.171 | -0.288 | false | normal | 11.56922 | 6.11986 |
ANM-000000342 | SM00000342 | Port Harcourt | 2024-11-05 19:00:00 | normal | 0.971 | 0.889 | -0.082 | -0.184 | false | normal | 6.13942 | 6.91032 |
ANM-000000343 | SM00000343 | Port Harcourt | 2024-07-16 19:00:00 | normal | 0.738 | 0.667 | -0.071 | -0.179 | false | normal | 10.10732 | 7.07033 |
ANM-000000344 | SM00000344 | Enugu | 2024-11-24 13:00:00 | normal | 0 | 0 | 0 | 0 | false | normal | 11.0956 | 14.27751 |
ANM-000000345 | SM00000345 | Eko | 2024-04-04 15:00:00 | normal | 1.331 | 1.391 | 0.06 | 0.117 | false | normal | 12.47635 | 6.12242 |
ANM-000000346 | SM00000346 | Enugu | 2024-12-12 11:00:00 | normal | 1.448 | 1.397 | -0.051 | -0.094 | false | normal | 11.86745 | 4.94093 |
ANM-000000347 | SM00000347 | Kaduna | 2024-12-10 04:00:00 | normal | 1.223 | 1.202 | -0.021 | -0.042 | false | normal | 13.67601 | 10.52903 |
ANM-000000348 | SM00000348 | Benin | 2024-09-28 17:00:00 | normal | 0.592 | 0.551 | -0.041 | -0.111 | false | normal | 10.6233 | 6.60241 |
ANM-000000349 | SM00000349 | Kaduna | 2024-12-09 20:00:00 | normal | 1.778 | 1.859 | 0.081 | 0.134 | false | normal | 12.40985 | 6.75237 |
ANM-000000350 | SM00000350 | Abuja | 2024-02-21 16:00:00 | normal | 1.154 | 1.205 | 0.051 | 0.106 | false | normal | 11.06073 | 9.74511 |
ANM-000000351 | SM00000351 | Abuja | 2024-12-15 15:00:00 | normal | 0.753 | 0.794 | 0.042 | 0.104 | false | normal | 9.1068 | 7.0036 |
ANM-000000352 | SM00000352 | Kano | 2024-02-25 20:00:00 | normal | 1.234 | 1.132 | -0.102 | -0.205 | false | normal | 5.05373 | 10.88945 |
ANM-000000353 | SM00000353 | Kano | 2024-04-12 11:00:00 | normal | 0.44 | 0.451 | 0.011 | 0.032 | false | normal | 4.36488 | 11.47143 |
ANM-000000354 | SM00000354 | Jos | 2024-04-19 15:00:00 | normal | 0.918 | 1.019 | 0.101 | 0.234 | false | normal | 6.42554 | 9.59392 |
ANM-000000355 | SM00000355 | Benin | 2024-07-03 09:00:00 | normal | 1.455 | 1.597 | 0.143 | 0.264 | false | normal | 11.27614 | 11.03533 |
ANM-000000356 | SM00000356 | Ikeja | 2024-07-31 15:00:00 | normal | 2.149 | 2.23 | 0.081 | 0.12 | false | normal | 10.41806 | 5.7261 |
ANM-000000357 | SM00000357 | Enugu | 2024-06-29 10:00:00 | normal | 1.621 | 1.691 | 0.07 | 0.122 | false | normal | 9.81337 | 12.29608 |
ANM-000000358 | SM00000358 | Ikeja | 2024-08-14 06:00:00 | normal | 1.191 | 1.268 | 0.078 | 0.159 | false | normal | 6.6487 | 8.61657 |
ANM-000000359 | SM00000359 | Ikeja | 2024-12-07 01:00:00 | normal | 1.863 | 1.886 | 0.023 | 0.037 | false | normal | 5.857 | 9.39004 |
ANM-000000360 | SM00000360 | Enugu | 2024-10-10 12:00:00 | normal | 1.08 | 0.97 | -0.111 | -0.237 | false | normal | 10.93407 | 7.68459 |
ANM-000000361 | SM00000361 | Kaduna | 2024-08-25 11:00:00 | normal | 0.643 | 0.631 | -0.013 | -0.033 | false | normal | 9.30483 | 14.08311 |
ANM-000000362 | SM00000362 | Enugu | 2024-03-02 22:00:00 | normal | 1.548 | 1.591 | 0.043 | 0.077 | false | normal | 7.24224 | 10.16126 |
ANM-000000363 | SM00000363 | Jos | 2024-06-01 23:00:00 | normal | 0.779 | 0.907 | 0.129 | 0.317 | false | normal | 6.06532 | 6.16641 |
ANM-000000364 | SM00000364 | Eko | 2024-06-11 19:00:00 | normal | 0.844 | 0.878 | 0.034 | 0.081 | false | normal | 5.90525 | 12.72018 |
ANM-000000365 | SM00000365 | Benin | 2024-03-11 00:00:00 | normal | 1.054 | 1.145 | 0.091 | 0.199 | false | normal | 10.4339 | 10.30175 |
ANM-000000366 | SM00000366 | Eko | 2024-09-17 14:00:00 | normal | 1.534 | 1.571 | 0.037 | 0.067 | false | normal | 7.22525 | 12.59532 |
ANM-000000367 | SM00000367 | Jos | 2024-06-27 16:00:00 | normal | 1.986 | 1.984 | -0.001 | -0.002 | false | normal | 5.09552 | 10.86388 |
ANM-000000368 | SM00000368 | Kano | 2024-02-01 09:00:00 | normal | 1.227 | 1.289 | 0.062 | 0.124 | false | normal | 8.90212 | 8.98433 |
ANM-000000369 | SM00000369 | Jos | 2024-11-01 14:00:00 | normal | 1.996 | 2.078 | 0.082 | 0.126 | false | normal | 11.94193 | 3.59712 |
ANM-000000370 | SM00000370 | Ibadan | 2024-08-23 04:00:00 | normal | 1.741 | 1.522 | -0.219 | -0.365 | false | normal | 6.97172 | 5.77061 |
ANM-000000371 | SM00000371 | Kaduna | 2024-12-22 16:00:00 | normal | 1.667 | 1.628 | -0.038 | -0.066 | false | normal | 10.87891 | 4.90087 |
ANM-000000372 | SM00000372 | Kano | 2024-10-20 05:00:00 | normal | 1.27 | 1.246 | -0.024 | -0.048 | false | normal | 12.95714 | 9.55134 |
ANM-000000373 | SM00000373 | Abuja | 2024-05-13 19:00:00 | normal | 1.071 | 1.138 | 0.066 | 0.143 | false | normal | 8.00177 | 9.92681 |
ANM-000000374 | SM00000374 | Kaduna | 2024-03-05 00:00:00 | normal | 1.055 | 1.075 | 0.019 | 0.042 | false | normal | 6.84816 | 4.17334 |
ANM-000000375 | SM00000375 | Ikeja | 2024-02-10 05:00:00 | normal | 1.519 | 1.585 | 0.066 | 0.12 | false | normal | 11.59855 | 3.32007 |
ANM-000000376 | SM00000376 | Benin | 2024-03-12 05:00:00 | normal | 1.257 | 1.126 | -0.131 | -0.262 | false | normal | 5.74713 | 11.54308 |
ANM-000000377 | SM00000377 | Jos | 2024-11-15 08:00:00 | normal | 0.763 | 0.843 | 0.08 | 0.198 | false | normal | 11.79059 | 10.47792 |
ANM-000000378 | SM00000378 | Eko | 2024-09-13 15:00:00 | normal | 1.86 | 1.822 | -0.038 | -0.061 | false | normal | 5.52765 | 10.19681 |
ANM-000000379 | SM00000379 | Abuja | 2024-10-20 17:00:00 | normal | 1.761 | 1.872 | 0.111 | 0.184 | false | normal | 8.28972 | 4.57093 |
ANM-000000380 | SM00000380 | Eko | 2024-02-06 18:00:00 | normal | 0.49 | 0.516 | 0.025 | 0.073 | false | normal | 11.24939 | 14.35301 |
ANM-000000381 | SM00000381 | Eko | 2024-02-02 04:00:00 | normal | 0.255 | 0.255 | 0 | 0.001 | false | normal | 12.48412 | 10.44201 |
ANM-000000382 | SM00000382 | Benin | 2024-08-27 16:00:00 | normal | 1.144 | 1.339 | 0.195 | 0.408 | false | normal | 7.78511 | 6.34367 |
ANM-000000383 | SM00000383 | Ibadan | 2024-03-03 03:00:00 | normal | 1.781 | 1.946 | 0.165 | 0.272 | false | normal | 7.8815 | 3.97168 |
ANM-000000384 | SM00000384 | Kano | 2024-04-24 06:00:00 | normal | 1.512 | 1.168 | -0.344 | -0.623 | false | normal | 12.84133 | 5.77795 |
ANM-000000385 | SM00000385 | Jos | 2024-11-25 08:00:00 | normal | 1.319 | 1.307 | -0.012 | -0.024 | false | normal | 12.72115 | 9.58967 |
ANM-000000386 | SM00000386 | Ibadan | 2024-10-15 00:00:00 | normal | 1.314 | 1.344 | 0.03 | 0.058 | false | normal | 7.62787 | 9.44584 |
ANM-000000387 | SM00000387 | Eko | 2024-04-30 07:00:00 | meter_tamper | 1.254 | 0 | -1.254 | -2.504 | true | resolved | 5.62737 | 8.43194 |
ANM-000000388 | SM00000388 | Enugu | 2024-10-12 05:00:00 | normal | 1.885 | 2.011 | 0.126 | 0.2 | false | normal | 10.0489 | 6.1134 |
ANM-000000389 | SM00000389 | Ibadan | 2024-11-15 18:00:00 | bypass | 0.043 | 0 | -0.043 | -0.166 | true | confirmed | 13.61535 | 4.62071 |
ANM-000000390 | SM00000390 | Jos | 2024-03-19 20:00:00 | normal | 0.994 | 1.084 | 0.09 | 0.201 | false | normal | 10.51466 | 3.37868 |
ANM-000000391 | SM00000391 | Ibadan | 2024-03-28 11:00:00 | normal | 0.996 | 0.95 | -0.046 | -0.103 | false | normal | 5.06688 | 2.85576 |
ANM-000000392 | SM00000392 | Ibadan | 2024-05-13 09:00:00 | normal | 1.164 | 1.299 | 0.134 | 0.278 | false | normal | 13.41269 | 4.12475 |
ANM-000000393 | SM00000393 | Port Harcourt | 2024-08-03 02:00:00 | normal | 1.939 | 1.722 | -0.217 | -0.34 | false | normal | 8.89547 | 3.48351 |
ANM-000000394 | SM00000394 | Abuja | 2024-09-05 01:00:00 | normal | 0.438 | 0.424 | -0.014 | -0.041 | false | normal | 8.60421 | 7.5427 |
ANM-000000395 | SM00000395 | Jos | 2024-10-05 01:00:00 | normal | 0.831 | 0.859 | 0.028 | 0.067 | false | normal | 5.12162 | 13.16216 |
ANM-000000396 | SM00000396 | Eko | 2024-10-10 19:00:00 | normal | 1.019 | 1.084 | 0.065 | 0.143 | false | normal | 11.78222 | 14.58732 |
ANM-000000397 | SM00000397 | Abuja | 2024-07-12 19:00:00 | normal | 0.442 | 0.45 | 0.009 | 0.026 | false | normal | 13.06326 | 9.7806 |
ANM-000000398 | SM00000398 | Ikeja | 2024-09-17 15:00:00 | normal | 2.088 | 2.327 | 0.239 | 0.358 | false | normal | 7.09725 | 4.98402 |
ANM-000000399 | SM00000399 | Kano | 2024-07-23 03:00:00 | normal | 0.648 | 0.614 | -0.034 | -0.09 | false | normal | 11.68209 | 3.46224 |
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