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-000000500 | SM00000500 | Ikeja | 2024-02-12 13:00:00 | normal | 1.72 | 1.666 | -0.054 | -0.091 | false | normal | 13.62835 | 5.83869 |
ANM-000000501 | SM00000501 | Port Harcourt | 2024-01-23 10:00:00 | normal | 0.691 | 0.65 | -0.041 | -0.106 | false | normal | 9.58556 | 7.87233 |
ANM-000000502 | SM00000502 | Enugu | 2024-01-20 05:00:00 | normal | 1.439 | 1.292 | -0.146 | -0.272 | false | normal | 10.40414 | 11.99527 |
ANM-000000503 | SM00000503 | Jos | 2024-02-09 10:00:00 | normal | 1.44 | 1.407 | -0.033 | -0.061 | false | normal | 6.68398 | 9.12244 |
ANM-000000504 | SM00000504 | Eko | 2024-01-03 11:00:00 | normal | 1.448 | 1.596 | 0.148 | 0.275 | false | normal | 12.04949 | 13.24997 |
ANM-000000505 | SM00000505 | Eko | 2024-12-30 22:00:00 | normal | 1.757 | 1.971 | 0.214 | 0.356 | false | normal | 12.99423 | 14.67754 |
ANM-000000506 | SM00000506 | Enugu | 2024-07-11 16:00:00 | normal | 2.137 | 2.074 | -0.062 | -0.092 | false | normal | 9.95332 | 14.36933 |
ANM-000000507 | SM00000507 | Ikeja | 2024-04-30 02:00:00 | normal | 1.071 | 1.137 | 0.066 | 0.143 | false | normal | 9.15772 | 10.75537 |
ANM-000000508 | SM00000508 | Benin | 2024-02-26 07:00:00 | normal | 1.479 | 1.565 | 0.085 | 0.157 | false | normal | 13.25583 | 14.29503 |
ANM-000000509 | SM00000509 | Ikeja | 2024-01-13 00:00:00 | normal | 2.101 | 2.358 | 0.257 | 0.384 | false | normal | 11.76771 | 10.30936 |
ANM-000000510 | SM00000510 | Enugu | 2024-03-17 06:00:00 | normal | 1.392 | 1.336 | -0.056 | -0.106 | false | normal | 8.99452 | 7.47895 |
ANM-000000511 | SM00000511 | Ibadan | 2024-10-15 01:00:00 | normal | 1.1 | 1.046 | -0.054 | -0.114 | false | normal | 12.81576 | 14.68844 |
ANM-000000512 | SM00000512 | Ikeja | 2024-04-30 03:00:00 | normal | 1.213 | 1.104 | -0.109 | -0.222 | false | normal | 5.58827 | 8.41958 |
ANM-000000513 | SM00000513 | Jos | 2024-05-31 00:00:00 | normal | 0.956 | 0.955 | -0.001 | -0.002 | false | normal | 8.00748 | 6.32896 |
ANM-000000514 | SM00000514 | Benin | 2024-09-21 13:00:00 | normal | 1.717 | 1.722 | 0.005 | 0.009 | false | normal | 10.62244 | 4.4164 |
ANM-000000515 | SM00000515 | Ikeja | 2024-02-07 14:00:00 | normal | 1.588 | 1.503 | -0.085 | -0.149 | false | normal | 4.424 | 4.7228 |
ANM-000000516 | SM00000516 | Abuja | 2024-05-12 06:00:00 | normal | 1.488 | 1.367 | -0.122 | -0.222 | false | normal | 13.26364 | 8.15422 |
ANM-000000517 | SM00000517 | Ibadan | 2024-04-03 12:00:00 | normal | 0.989 | 1.016 | 0.027 | 0.06 | false | normal | 10.578 | 14.63893 |
ANM-000000518 | SM00000518 | Enugu | 2024-08-12 11:00:00 | normal | 1.644 | 1.769 | 0.125 | 0.216 | false | normal | 6.98971 | 6.21992 |
ANM-000000519 | SM00000519 | Ikeja | 2024-09-16 09:00:00 | meter_tamper | 2.07 | 1.11 | -0.96 | -1.446 | true | investigating | 11.30874 | 5.58214 |
ANM-000000520 | SM00000520 | Jos | 2024-12-03 15:00:00 | zero_consumption | 0.412 | 0.495 | 0.084 | 0.252 | true | investigating | 12.55862 | 5.52425 |
ANM-000000521 | SM00000521 | Ikeja | 2024-12-01 13:00:00 | normal | 0.013 | 0.016 | 0.002 | 0.009 | false | normal | 11.631 | 5.83537 |
ANM-000000522 | SM00000522 | Kaduna | 2024-09-24 17:00:00 | normal | 2.229 | 2.363 | 0.134 | 0.192 | false | normal | 5.75779 | 8.54032 |
ANM-000000523 | SM00000523 | Jos | 2024-02-14 16:00:00 | normal | 1.032 | 0.988 | -0.045 | -0.098 | false | normal | 11.82738 | 4.97627 |
ANM-000000524 | SM00000524 | Benin | 2024-12-21 03:00:00 | normal | 0.452 | 0.51 | 0.059 | 0.173 | false | normal | 9.03383 | 13.62041 |
ANM-000000525 | SM00000525 | Kano | 2024-11-15 09:00:00 | normal | 1.573 | 1.62 | 0.047 | 0.083 | false | normal | 4.22256 | 7.83765 |
ANM-000000526 | SM00000526 | Port Harcourt | 2024-01-02 14:00:00 | normal | 1.084 | 1.185 | 0.101 | 0.216 | false | normal | 5.42182 | 9.76235 |
ANM-000000527 | SM00000527 | Jos | 2024-10-05 20:00:00 | normal | 0.438 | 0.491 | 0.053 | 0.157 | true | normal | 4.79523 | 8.70621 |
ANM-000000528 | SM00000528 | Jos | 2024-01-29 23:00:00 | normal | 1.345 | 1.565 | 0.219 | 0.423 | false | normal | 9.25108 | 11.80862 |
ANM-000000529 | SM00000529 | Enugu | 2024-05-14 18:00:00 | normal | 1.824 | 1.944 | 0.12 | 0.196 | false | normal | 10.68337 | 12.40291 |
ANM-000000530 | SM00000530 | Enugu | 2024-07-17 16:00:00 | normal | 1.051 | 1.03 | -0.021 | -0.045 | false | normal | 9.62478 | 7.92925 |
ANM-000000531 | SM00000531 | Kano | 2024-06-24 15:00:00 | normal | 1.64 | 1.897 | 0.257 | 0.445 | false | normal | 6.94202 | 7.24794 |
ANM-000000532 | SM00000532 | Abuja | 2024-10-28 20:00:00 | normal | 1.11 | 1.222 | 0.111 | 0.236 | false | normal | 5.75227 | 4.363 |
ANM-000000533 | SM00000533 | Ibadan | 2024-03-06 05:00:00 | normal | 2.269 | 2.582 | 0.312 | 0.444 | false | normal | 5.8089 | 8.12567 |
ANM-000000534 | SM00000534 | Benin | 2024-03-06 19:00:00 | normal | 1.735 | 1.783 | 0.048 | 0.08 | false | normal | 13.64491 | 10.41557 |
ANM-000000535 | SM00000535 | Kano | 2024-07-04 11:00:00 | normal | 0.911 | 0.886 | -0.024 | -0.056 | false | normal | 9.09293 | 9.70953 |
ANM-000000536 | SM00000536 | Jos | 2024-10-10 19:00:00 | zero_consumption | 1.329 | 0 | -1.329 | -2.577 | true | confirmed | 7.19885 | 12.27399 |
ANM-000000537 | SM00000537 | Kano | 2024-05-17 03:00:00 | normal | 0.482 | 0.444 | -0.038 | -0.109 | false | normal | 7.91991 | 3.59809 |
ANM-000000538 | SM00000538 | Kano | 2024-10-28 20:00:00 | normal | 0.559 | 0.58 | 0.021 | 0.058 | false | normal | 13.73262 | 4.72411 |
ANM-000000539 | SM00000539 | Ikeja | 2024-12-14 20:00:00 | normal | 1.636 | 1.361 | -0.275 | -0.477 | false | normal | 6.6693 | 6.44836 |
ANM-000000540 | SM00000540 | Kano | 2024-11-10 06:00:00 | normal | 1.398 | 1.242 | -0.156 | -0.295 | false | normal | 13.23091 | 13.05042 |
ANM-000000541 | SM00000541 | Benin | 2024-01-21 17:00:00 | normal | 2.144 | 2.003 | -0.141 | -0.208 | false | normal | 9.96242 | 7.31082 |
ANM-000000542 | SM00000542 | Kano | 2024-04-12 13:00:00 | normal | 0.981 | 1.096 | 0.116 | 0.259 | true | normal | 5.19709 | 2.95174 |
ANM-000000543 | SM00000543 | Jos | 2024-08-11 15:00:00 | normal | 0.502 | 0.523 | 0.021 | 0.061 | false | normal | 12.38152 | 14.18323 |
ANM-000000544 | SM00000544 | Abuja | 2024-04-03 12:00:00 | normal | 1.783 | 1.565 | -0.218 | -0.359 | false | normal | 4.58258 | 12.38355 |
ANM-000000545 | SM00000545 | Kano | 2024-02-24 23:00:00 | normal | 1.143 | 1.047 | -0.096 | -0.2 | false | normal | 5.34314 | 13.56651 |
ANM-000000546 | SM00000546 | Enugu | 2024-05-19 19:00:00 | normal | 0.9 | 0.905 | 0.005 | 0.011 | false | normal | 7.52395 | 9.75695 |
ANM-000000547 | SM00000547 | Kaduna | 2024-05-03 15:00:00 | normal | 0.514 | 0.428 | -0.086 | -0.244 | false | normal | 10.67551 | 6.09066 |
ANM-000000548 | SM00000548 | Kaduna | 2024-11-05 20:00:00 | normal | 0.811 | 0.728 | -0.083 | -0.201 | false | normal | 13.49641 | 6.29528 |
ANM-000000549 | SM00000549 | Jos | 2024-04-19 16:00:00 | normal | 1.261 | 1.286 | 0.025 | 0.05 | false | normal | 7.49774 | 11.3307 |
ANM-000000550 | SM00000550 | Eko | 2024-03-11 13:00:00 | normal | 1.145 | 0.944 | -0.201 | -0.42 | false | normal | 13.64241 | 11.95771 |
ANM-000000551 | SM00000551 | Abuja | 2024-03-23 20:00:00 | normal | 1.751 | 1.564 | -0.187 | -0.312 | false | normal | 6.19 | 12.62594 |
ANM-000000552 | SM00000552 | Kaduna | 2024-09-08 11:00:00 | normal | 1.105 | 1.123 | 0.018 | 0.039 | false | normal | 4.27477 | 3.18948 |
ANM-000000553 | SM00000553 | Port Harcourt | 2024-10-20 18:00:00 | normal | 2.068 | 1.819 | -0.249 | -0.376 | false | normal | 7.65821 | 12.56713 |
ANM-000000554 | SM00000554 | Enugu | 2024-11-15 11:00:00 | normal | 1.417 | 1.46 | 0.043 | 0.08 | false | normal | 6.86965 | 10.8394 |
ANM-000000555 | SM00000555 | Kaduna | 2024-08-17 17:00:00 | sudden_spike | 1.846 | 0.805 | -1.041 | -1.681 | true | resolved | 6.03318 | 7.07216 |
ANM-000000556 | SM00000556 | Ibadan | 2024-02-26 21:00:00 | normal | 1.339 | 1.219 | -0.119 | -0.231 | false | normal | 10.54554 | 4.05458 |
ANM-000000557 | SM00000557 | Ikeja | 2024-04-26 06:00:00 | normal | 1.372 | 1.224 | -0.148 | -0.282 | false | normal | 11.29268 | 9.08785 |
ANM-000000558 | SM00000558 | Kano | 2024-04-18 17:00:00 | normal | 0.777 | 0.777 | -0 | -0 | false | normal | 11.89106 | 14.17805 |
ANM-000000559 | SM00000559 | Enugu | 2024-01-19 10:00:00 | normal | 1.511 | 1.721 | 0.21 | 0.38 | false | normal | 10.47609 | 3.89002 |
ANM-000000560 | SM00000560 | Enugu | 2024-04-29 20:00:00 | normal | 1.256 | 1.202 | -0.054 | -0.109 | false | normal | 7.21747 | 10.76202 |
ANM-000000561 | SM00000561 | Abuja | 2024-01-19 08:00:00 | normal | 1.686 | 1.851 | 0.165 | 0.28 | false | normal | 6.0221 | 14.55293 |
ANM-000000562 | SM00000562 | Kano | 2024-08-31 10:00:00 | normal | 1.307 | 1.143 | -0.164 | -0.321 | false | normal | 8.49832 | 13.79572 |
ANM-000000563 | SM00000563 | Enugu | 2024-12-09 18:00:00 | normal | 0.27 | 0.231 | -0.039 | -0.129 | false | normal | 13.62534 | 4.70419 |
ANM-000000564 | SM00000564 | Eko | 2024-06-12 17:00:00 | normal | 0.324 | 0.3 | -0.024 | -0.077 | false | normal | 8.67835 | 14.45224 |
ANM-000000565 | SM00000565 | Jos | 2024-01-14 17:00:00 | normal | 2.783 | 2.152 | -0.632 | -0.783 | false | normal | 11.66444 | 12.48539 |
ANM-000000566 | SM00000566 | Ikeja | 2024-04-18 23:00:00 | normal | 1.172 | 1.21 | 0.038 | 0.078 | false | normal | 6.84283 | 6.76538 |
ANM-000000567 | SM00000567 | Port Harcourt | 2024-09-16 23:00:00 | normal | 0 | 0 | 0 | 0 | false | normal | 6.22026 | 4.84959 |
ANM-000000568 | SM00000568 | Ibadan | 2024-05-26 02:00:00 | normal | 1.52 | 1.455 | -0.065 | -0.117 | false | normal | 7.33214 | 9.83863 |
ANM-000000569 | SM00000569 | Benin | 2024-05-01 12:00:00 | normal | 0 | 0 | 0 | 0 | false | normal | 13.80142 | 2.99339 |
ANM-000000570 | SM00000570 | Enugu | 2024-09-27 05:00:00 | normal | 0.953 | 0.926 | -0.027 | -0.061 | false | normal | 5.03412 | 10.12257 |
ANM-000000571 | SM00000571 | Benin | 2024-11-20 09:00:00 | normal | 0.388 | 0.384 | -0.004 | -0.013 | false | normal | 11.03041 | 6.53251 |
ANM-000000572 | SM00000572 | Kano | 2024-10-15 17:00:00 | normal | 1.674 | 1.699 | 0.026 | 0.044 | false | normal | 5.79529 | 12.91937 |
ANM-000000573 | SM00000573 | Ibadan | 2024-11-20 22:00:00 | normal | 2.916 | 2.705 | -0.211 | -0.253 | false | normal | 4.72102 | 4.50699 |
ANM-000000574 | SM00000574 | Ibadan | 2024-11-22 18:00:00 | normal | 0.61 | 0.607 | -0.003 | -0.008 | false | normal | 9.92355 | 12.43411 |
ANM-000000575 | SM00000575 | Port Harcourt | 2024-05-17 18:00:00 | normal | 0.944 | 0.91 | -0.035 | -0.079 | false | normal | 5.38134 | 5.48299 |
ANM-000000576 | SM00000576 | Jos | 2024-11-20 01:00:00 | normal | 0.776 | 0.866 | 0.09 | 0.223 | false | normal | 8.71313 | 5.17047 |
ANM-000000577 | SM00000577 | Abuja | 2024-09-26 13:00:00 | normal | 1.252 | 1.152 | -0.1 | -0.199 | false | normal | 5.39054 | 13.66625 |
ANM-000000578 | SM00000578 | Enugu | 2024-10-11 12:00:00 | normal | 1.61 | 1.541 | -0.068 | -0.119 | false | normal | 10.046 | 6.26586 |
ANM-000000579 | SM00000579 | Abuja | 2024-02-20 18:00:00 | normal | 0.165 | 0.175 | 0.01 | 0.035 | false | normal | 8.20561 | 13.60775 |
ANM-000000580 | SM00000580 | Abuja | 2024-09-20 07:00:00 | normal | 1.684 | 1.692 | 0.008 | 0.013 | false | normal | 11.79787 | 8.45613 |
ANM-000000581 | SM00000581 | Ibadan | 2024-11-23 08:00:00 | normal | 0 | 0 | 0 | 0 | false | normal | 7.61176 | 9.48516 |
ANM-000000582 | SM00000582 | Jos | 2024-07-13 10:00:00 | normal | 0.439 | 0.409 | -0.03 | -0.09 | false | normal | 5.15066 | 8.41892 |
ANM-000000583 | SM00000583 | Eko | 2024-02-14 15:00:00 | normal | 1.901 | 1.86 | -0.042 | -0.066 | false | normal | 8.14263 | 6.85376 |
ANM-000000584 | SM00000584 | Kano | 2024-09-24 20:00:00 | normal | 0.407 | 0.457 | 0.05 | 0.15 | false | normal | 13.71831 | 10.00372 |
ANM-000000585 | SM00000585 | Port Harcourt | 2024-11-10 09:00:00 | normal | 0 | 0 | 0 | 0 | false | normal | 4.82104 | 13.78048 |
ANM-000000586 | SM00000586 | Kaduna | 2024-04-15 16:00:00 | normal | 0.735 | 0.721 | -0.014 | -0.034 | false | normal | 8.25594 | 2.94481 |
ANM-000000587 | SM00000587 | Kaduna | 2024-10-16 20:00:00 | normal | 1.276 | 1.433 | 0.157 | 0.311 | false | normal | 7.37589 | 6.35133 |
ANM-000000588 | SM00000588 | Abuja | 2024-03-21 20:00:00 | normal | 1.2 | 1.214 | 0.015 | 0.03 | false | normal | 9.19703 | 11.35098 |
ANM-000000589 | SM00000589 | Jos | 2024-12-26 20:00:00 | normal | 1.042 | 0.846 | -0.196 | -0.427 | false | normal | 13.51398 | 9.90116 |
ANM-000000590 | SM00000590 | Port Harcourt | 2024-08-05 21:00:00 | normal | 0.335 | 0.364 | 0.028 | 0.089 | false | normal | 6.86334 | 6.1192 |
ANM-000000591 | SM00000591 | Kano | 2024-04-21 04:00:00 | normal | 1.075 | 1.219 | 0.144 | 0.31 | false | normal | 5.01326 | 12.31986 |
ANM-000000592 | SM00000592 | Eko | 2024-10-11 23:00:00 | normal | 0.793 | 0.761 | -0.032 | -0.078 | false | normal | 13.07385 | 6.66304 |
ANM-000000593 | SM00000593 | Benin | 2024-05-11 12:00:00 | normal | 1.595 | 1.651 | 0.056 | 0.099 | false | normal | 9.78833 | 6.48412 |
ANM-000000594 | SM00000594 | Ikeja | 2024-06-11 07:00:00 | normal | 0.99 | 1.135 | 0.145 | 0.324 | false | normal | 4.36694 | 13.13556 |
ANM-000000595 | SM00000595 | Benin | 2024-08-23 06:00:00 | normal | 1.841 | 1.956 | 0.115 | 0.186 | false | normal | 10.54401 | 6.6022 |
ANM-000000596 | SM00000596 | Enugu | 2024-03-14 11:00:00 | normal | 1.425 | 1.323 | -0.102 | -0.19 | false | normal | 12.63367 | 12.82534 |
ANM-000000597 | SM00000597 | Ikeja | 2024-11-23 06:00:00 | normal | 2.109 | 2.325 | 0.216 | 0.322 | false | normal | 4.8159 | 4.87738 |
ANM-000000598 | SM00000598 | Enugu | 2024-02-23 19:00:00 | normal | 1.097 | 1.057 | -0.04 | -0.085 | false | normal | 4.7977 | 4.45808 |
ANM-000000599 | SM00000599 | Ikeja | 2024-08-02 20:00:00 | normal | 2.052 | 1.781 | -0.271 | -0.41 | false | normal | 13.21079 | 6.99715 |
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