automation_id
stringlengths 10
10
| timestamp
timestamp[ns]date 2025-09-01 00:00:00
2025-10-01 23:59:00
| tower_id
stringlengths 8
8
| city
stringclasses 15
values | optimization_type
stringclasses 8
values | ai_model
stringclasses 4
values | ai_recommendation
stringclasses 4
values | confidence_score
float64 0.7
0.99
| action_taken
bool 2
classes | performance_before_percent
float64 60
85
| performance_after_percent
float64 60
105
| improvement_percent
float64 0
20
| energy_saved_kwh
float64 0
200
| users_impacted
int64 100
5k
| operator
stringclasses 4
values | automation_status
stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AI00000001
| 2025-09-11T16:14:00
|
ONI-2064
|
Onitsha
|
power_optimization
|
neural_network
|
decrease
| 0.83
| true
| 82.58
| 97.32
| 14.74
| 186.49
| 1,489
|
9mobile
|
success
|
AI00000002
| 2025-09-20T17:22:00
|
ENU-2233
|
Enugu
|
fault_prediction
|
neural_network
|
decrease
| 0.8
| true
| 78.46
| 87.6
| 9.14
| 0
| 3,158
|
MTN
|
failed
|
AI00000003
| 2025-09-09T12:12:00
|
KAD-3174
|
Kaduna
|
energy_saving
|
reinforcement_learning
|
redistribute
| 0.86
| true
| 62.16
| 62.16
| 11.3
| 11.69
| 4,299
|
Glo
|
failed
|
AI00000004
| 2025-09-18T06:53:00
|
ILO-8095
|
Ilorin
|
energy_saving
|
random_forest
|
maintain
| 0.78
| true
| 80.96
| 91.26
| 10.3
| 140.33
| 4,813
|
Airtel
|
success
|
AI00000005
| 2025-09-13T10:23:00
|
KAN-3526
|
Kano
|
power_optimization
|
gradient_boosting
|
increase
| 0.83
| true
| 84.88
| 99.34
| 14.46
| 33.26
| 1,859
|
Glo
|
success
|
AI00000006
| 2025-09-26T09:48:00
|
ABU-1577
|
Abuja
|
energy_saving
|
random_forest
|
redistribute
| 0.77
| false
| 63.14
| 76.82
| 13.68
| 191
| 4,101
|
Glo
|
success
|
AI00000007
| 2025-09-24T18:17:00
|
ABE-6850
|
Abeokuta
|
spectrum_allocation
|
neural_network
|
increase
| 0.77
| true
| 63.07
| 75.11
| 12.04
| 0
| 3,153
|
Glo
|
success
|
AI00000008
| 2025-09-22T05:08:00
|
JOS-4400
|
Jos
|
spectrum_allocation
|
gradient_boosting
|
increase
| 0.9
| true
| 80.52
| 80.52
| 18.39
| 0
| 329
|
Airtel
|
success
|
AI00000009
| 2025-09-17T09:32:00
|
ABA-2238
|
Aba
|
power_optimization
|
neural_network
|
maintain
| 0.88
| true
| 66.17
| 77.02
| 10.85
| 132.68
| 1,947
|
9mobile
|
success
|
AI00000010
| 2025-09-02T12:09:00
|
ABU-5362
|
Abuja
|
capacity_planning
|
reinforcement_learning
|
increase
| 0.82
| true
| 71.51
| 84
| 12.49
| 0
| 3,535
|
9mobile
|
success
|
AI00000011
| 2025-09-05T18:54:00
|
ONI-9753
|
Onitsha
|
interference_mitigation
|
neural_network
|
decrease
| 0.98
| true
| 74.79
| 83.82
| 9.03
| 0
| 2,214
|
Airtel
|
success
|
AI00000012
| 2025-09-12T08:30:00
|
POR-4825
|
Port Harcourt
|
spectrum_allocation
|
neural_network
|
increase
| 0.8
| true
| 67.04
| 77.02
| 9.98
| 0
| 296
|
9mobile
|
success
|
AI00000013
| 2025-09-02T03:57:00
|
ENU-4674
|
Enugu
|
spectrum_allocation
|
neural_network
|
redistribute
| 0.9
| true
| 66.66
| 84.41
| 17.75
| 0
| 3,292
|
Airtel
|
partial_success
|
AI00000014
| 2025-09-25T10:03:00
|
IBA-2385
|
Ibadan
|
handover_optimization
|
neural_network
|
decrease
| 0.92
| true
| 84.1
| 84.1
| 7.72
| 0
| 133
|
9mobile
|
success
|
AI00000015
| 2025-09-08T18:13:00
|
CAL-6356
|
Calabar
|
load_balancing
|
neural_network
|
maintain
| 0.71
| true
| 68.11
| 82.6
| 14.49
| 0
| 3,310
|
Glo
|
success
|
AI00000016
| 2025-09-13T18:51:00
|
ENU-8876
|
Enugu
|
interference_mitigation
|
gradient_boosting
|
maintain
| 0.95
| true
| 63.52
| 78.14
| 14.62
| 0
| 1,792
|
Airtel
|
success
|
AI00000017
| 2025-09-22T18:55:00
|
BEN-4324
|
Benin City
|
handover_optimization
|
random_forest
|
maintain
| 0.98
| true
| 78.86
| 78.86
| 18.11
| 0
| 3,618
|
Glo
|
success
|
AI00000018
| 2025-09-11T23:44:00
|
WAR-3889
|
Warri
|
handover_optimization
|
reinforcement_learning
|
maintain
| 0.84
| true
| 70.9
| 85.02
| 14.12
| 0
| 2,110
|
MTN
|
success
|
AI00000019
| 2025-09-15T02:34:00
|
POR-9946
|
Port Harcourt
|
spectrum_allocation
|
random_forest
|
decrease
| 0.97
| true
| 79.13
| 97.14
| 18.01
| 0
| 4,968
|
Airtel
|
partial_success
|
AI00000020
| 2025-09-26T23:04:00
|
CAL-6618
|
Calabar
|
interference_mitigation
|
neural_network
|
increase
| 0.76
| true
| 82.7
| 93.74
| 0
| 0
| 3,186
|
Glo
|
success
|
AI00000021
| 2025-09-04T14:09:00
|
CAL-2715
|
Calabar
|
interference_mitigation
|
neural_network
|
maintain
| 0.89
| true
| 77.38
| 87.01
| 9.63
| 0
| 1,558
|
MTN
|
success
|
AI00000022
| 2025-09-30T20:58:00
|
ONI-2095
|
Onitsha
|
handover_optimization
|
neural_network
|
decrease
| 0.82
| false
| 65.91
| 76.28
| 10.37
| 0
| 4,463
|
Airtel
|
success
|
AI00000023
| 2025-09-03T11:25:00
|
ILO-5142
|
Ilorin
|
capacity_planning
|
neural_network
|
maintain
| 0.83
| true
| 75.83
| 88.54
| 12.71
| 0
| 1,302
|
9mobile
|
success
|
AI00000024
| 2025-09-26T12:38:00
|
POR-2708
|
Port Harcourt
|
interference_mitigation
|
random_forest
|
maintain
| 0.87
| true
| 79.02
| 91.1
| 12.08
| 0
| 2,950
|
Airtel
|
success
|
AI00000025
| 2025-09-16T15:05:00
|
ONI-9075
|
Onitsha
|
spectrum_allocation
|
neural_network
|
maintain
| 0.92
| true
| 63.51
| 72.2
| 0
| 0
| 2,108
|
9mobile
|
success
|
AI00000026
| 2025-09-16T05:39:00
|
KAD-5664
|
Kaduna
|
fault_prediction
|
gradient_boosting
|
maintain
| 0.7
| true
| 68.54
| 73.58
| 5.04
| 0
| 2,483
|
Glo
|
success
|
AI00000027
| 2025-09-26T18:45:00
|
LAG-6309
|
Lagos
|
spectrum_allocation
|
gradient_boosting
|
increase
| 0.7
| true
| 77.12
| 87.14
| 10.02
| 0
| 308
|
Airtel
|
partial_success
|
AI00000028
| 2025-09-23T22:53:00
|
POR-7721
|
Port Harcourt
|
load_balancing
|
gradient_boosting
|
decrease
| 0.75
| true
| 83.38
| 93.45
| 10.07
| 0
| 870
|
Glo
|
success
|
AI00000029
| 2025-09-15T10:28:00
|
WAR-8752
|
Warri
|
spectrum_allocation
|
neural_network
|
maintain
| 0.89
| true
| 62.78
| 67.96
| 5.18
| 0
| 4,840
|
9mobile
|
success
|
AI00000030
| 2025-09-06T23:38:00
|
IBA-3512
|
Ibadan
|
spectrum_allocation
|
neural_network
|
decrease
| 0.93
| false
| 76.82
| 90.91
| 14.09
| 0
| 4,401
|
MTN
|
success
|
AI00000031
| 2025-09-22T07:27:00
|
CAL-6438
|
Calabar
|
fault_prediction
|
random_forest
|
maintain
| 0.74
| true
| 63.98
| 79.49
| 15.51
| 0
| 3,551
|
Glo
|
partial_success
|
AI00000032
| 2025-09-12T18:29:00
|
IBA-3137
|
Ibadan
|
energy_saving
|
gradient_boosting
|
maintain
| 0.74
| true
| 84.29
| 103.06
| 18.77
| 147.16
| 917
|
Airtel
|
partial_success
|
AI00000033
| 2025-09-28T05:51:00
|
ABU-1761
|
Abuja
|
power_optimization
|
reinforcement_learning
|
decrease
| 0.93
| false
| 76.16
| 92.62
| 16.46
| 98.32
| 669
|
9mobile
|
success
|
AI00000034
| 2025-09-11T06:25:00
|
JOS-9557
|
Jos
|
power_optimization
|
neural_network
|
increase
| 0.78
| true
| 75.28
| 90.41
| 15.13
| 97.9
| 4,809
|
Glo
|
partial_success
|
AI00000035
| 2025-09-26T20:54:00
|
BEN-8657
|
Benin City
|
power_optimization
|
gradient_boosting
|
maintain
| 0.76
| true
| 81.42
| 92.81
| 11.39
| 168.76
| 4,871
|
Airtel
|
success
|
AI00000036
| 2025-09-04T10:19:00
|
LAG-3935
|
Lagos
|
spectrum_allocation
|
random_forest
|
decrease
| 0.75
| true
| 68.4
| 68.4
| 14.09
| 0
| 2,652
|
MTN
|
success
|
AI00000037
| 2025-09-13T09:34:00
|
BEN-3899
|
Benin City
|
load_balancing
|
neural_network
|
maintain
| 0.85
| false
| 64
| 64
| 16.67
| 0
| 108
|
9mobile
|
success
|
AI00000038
| 2025-09-06T04:17:00
|
KAD-7850
|
Kaduna
|
spectrum_allocation
|
neural_network
|
increase
| 0.92
| true
| 63.79
| 73.88
| 10.09
| 0
| 3,500
|
9mobile
|
failed
|
AI00000039
| 2025-09-10T12:16:00
|
KAN-9260
|
Kano
|
fault_prediction
|
gradient_boosting
|
increase
| 0.85
| true
| 81.39
| 89.8
| 8.41
| 0
| 1,896
|
9mobile
|
success
|
AI00000040
| 2025-09-18T17:12:00
|
ENU-8613
|
Enugu
|
power_optimization
|
random_forest
|
decrease
| 0.98
| true
| 64.4
| 84.28
| 19.88
| 12.78
| 1,027
|
Airtel
|
success
|
AI00000041
| 2025-09-04T04:45:00
|
ENU-1487
|
Enugu
|
capacity_planning
|
random_forest
|
increase
| 0.94
| true
| 64.7
| 79.64
| 14.94
| 0
| 2,288
|
MTN
|
success
|
AI00000042
| 2025-09-16T03:22:00
|
ABU-8410
|
Abuja
|
power_optimization
|
neural_network
|
maintain
| 0.72
| true
| 75.3
| 75.3
| 10.57
| 13.11
| 3,893
|
Glo
|
success
|
AI00000043
| 2025-09-06T06:21:00
|
KAN-4122
|
Kano
|
capacity_planning
|
reinforcement_learning
|
increase
| 0.79
| false
| 83.85
| 83.85
| 0
| 0
| 857
|
Airtel
|
success
|
AI00000044
| 2025-09-22T20:10:00
|
ABU-1044
|
Abuja
|
capacity_planning
|
neural_network
|
increase
| 0.85
| true
| 60.3
| 79.54
| 19.24
| 0
| 3,049
|
9mobile
|
partial_success
|
AI00000045
| 2025-09-03T15:38:00
|
ABU-7896
|
Abuja
|
energy_saving
|
reinforcement_learning
|
maintain
| 0.86
| true
| 82.73
| 89.75
| 7.02
| 30.58
| 2,194
|
Glo
|
success
|
AI00000046
| 2025-09-24T18:09:00
|
ILO-5839
|
Ilorin
|
energy_saving
|
random_forest
|
maintain
| 0.91
| true
| 76.11
| 91.81
| 15.7
| 90.26
| 4,075
|
9mobile
|
success
|
AI00000047
| 2025-09-10T14:39:00
|
ENU-3936
|
Enugu
|
load_balancing
|
neural_network
|
increase
| 0.85
| true
| 74.34
| 86.57
| 12.23
| 0
| 4,931
|
MTN
|
success
|
AI00000048
| 2025-09-18T22:01:00
|
BEN-9446
|
Benin City
|
fault_prediction
|
gradient_boosting
|
redistribute
| 0.71
| true
| 73.94
| 82.84
| 8.9
| 0
| 4,159
|
Glo
|
success
|
AI00000049
| 2025-09-11T13:21:00
|
WAR-2411
|
Warri
|
power_optimization
|
neural_network
|
maintain
| 0.7
| false
| 76.68
| 92
| 15.32
| 97.78
| 4,771
|
MTN
|
success
|
AI00000050
| 2025-09-02T22:34:00
|
JOS-2334
|
Jos
|
capacity_planning
|
neural_network
|
increase
| 0.74
| true
| 83.48
| 83.48
| 10.13
| 0
| 4,730
|
Glo
|
success
|
AI00000051
| 2025-09-24T18:07:00
|
CAL-6214
|
Calabar
|
energy_saving
|
neural_network
|
redistribute
| 0.86
| true
| 66.1
| 74.43
| 8.33
| 97.6
| 1,143
|
Airtel
|
success
|
AI00000052
| 2025-09-13T22:12:00
|
ONI-6467
|
Onitsha
|
interference_mitigation
|
random_forest
|
maintain
| 0.72
| true
| 72.85
| 80.67
| 7.82
| 0
| 1,672
|
9mobile
|
success
|
AI00000053
| 2025-09-10T21:05:00
|
JOS-9220
|
Jos
|
fault_prediction
|
neural_network
|
decrease
| 0.74
| false
| 70.2
| 70.2
| 14.11
| 0
| 3,898
|
Glo
|
success
|
AI00000054
| 2025-09-23T15:24:00
|
POR-7172
|
Port Harcourt
|
capacity_planning
|
neural_network
|
redistribute
| 0.82
| true
| 74.15
| 83.29
| 0
| 0
| 3,484
|
9mobile
|
success
|
AI00000055
| 2025-09-16T19:19:00
|
ABA-4100
|
Aba
|
interference_mitigation
|
neural_network
|
maintain
| 0.93
| true
| 67.5
| 82.12
| 14.62
| 0
| 3,170
|
Airtel
|
success
|
AI00000056
| 2025-09-05T11:27:00
|
ABU-4690
|
Abuja
|
spectrum_allocation
|
neural_network
|
redistribute
| 0.99
| true
| 71.72
| 89.68
| 17.96
| 0
| 511
|
Airtel
|
success
|
AI00000057
| 2025-09-30T10:17:00
|
ENU-4326
|
Enugu
|
interference_mitigation
|
gradient_boosting
|
increase
| 0.74
| true
| 78.04
| 93.98
| 15.94
| 0
| 1,532
|
Glo
|
success
|
AI00000058
| 2025-09-01T22:18:00
|
IBA-6777
|
Ibadan
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.91
| true
| 63.7
| 71.01
| 7.31
| 0
| 1,721
|
9mobile
|
success
|
AI00000059
| 2025-09-07T19:51:00
|
WAR-8374
|
Warri
|
fault_prediction
|
random_forest
|
increase
| 0.74
| true
| 76.25
| 82.14
| 5.89
| 0
| 1,720
|
9mobile
|
success
|
AI00000060
| 2025-09-27T06:22:00
|
WAR-5534
|
Warri
|
interference_mitigation
|
reinforcement_learning
|
maintain
| 0.86
| true
| 75.8
| 91.73
| 0
| 0
| 4,433
|
Airtel
|
success
|
AI00000061
| 2025-09-15T20:22:00
|
JOS-1097
|
Jos
|
capacity_planning
|
neural_network
|
maintain
| 0.75
| false
| 83.88
| 83.88
| 9.57
| 0
| 3,452
|
Glo
|
partial_success
|
AI00000062
| 2025-09-11T08:12:00
|
KAD-9190
|
Kaduna
|
spectrum_allocation
|
neural_network
|
increase
| 0.89
| true
| 71.85
| 81
| 9.15
| 0
| 4,288
|
9mobile
|
success
|
AI00000063
| 2025-09-10T03:28:00
|
BEN-9048
|
Benin City
|
interference_mitigation
|
random_forest
|
decrease
| 0.91
| true
| 73.31
| 90.73
| 0
| 0
| 3,732
|
MTN
|
success
|
AI00000064
| 2025-09-17T16:18:00
|
ILO-3339
|
Ilorin
|
energy_saving
|
neural_network
|
redistribute
| 0.92
| true
| 65.42
| 79.01
| 13.59
| 145.58
| 620
|
Glo
|
success
|
AI00000065
| 2025-09-03T09:53:00
|
BEN-6009
|
Benin City
|
fault_prediction
|
neural_network
|
decrease
| 0.83
| true
| 65.87
| 83.52
| 17.65
| 0
| 1,997
|
MTN
|
success
|
AI00000066
| 2025-09-16T12:58:00
|
ONI-5935
|
Onitsha
|
load_balancing
|
neural_network
|
maintain
| 0.71
| true
| 71.82
| 71.82
| 15.14
| 0
| 2,930
|
9mobile
|
success
|
AI00000067
| 2025-09-19T11:07:00
|
ENU-6677
|
Enugu
|
load_balancing
|
gradient_boosting
|
decrease
| 0.92
| true
| 84.75
| 102.61
| 17.86
| 0
| 1,182
|
Glo
|
success
|
AI00000068
| 2025-09-03T11:42:00
|
IBA-2233
|
Ibadan
|
fault_prediction
|
neural_network
|
maintain
| 0.81
| true
| 84.73
| 90
| 5.27
| 0
| 494
|
9mobile
|
success
|
AI00000069
| 2025-09-06T04:44:00
|
IBA-9136
|
Ibadan
|
handover_optimization
|
gradient_boosting
|
decrease
| 0.97
| true
| 80.42
| 94.65
| 14.23
| 0
| 3,139
|
9mobile
|
failed
|
AI00000070
| 2025-09-29T02:27:00
|
KAN-9342
|
Kano
|
spectrum_allocation
|
neural_network
|
maintain
| 0.96
| true
| 74.65
| 89.23
| 14.58
| 0
| 4,541
|
MTN
|
success
|
AI00000071
| 2025-09-12T01:07:00
|
ONI-3835
|
Onitsha
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.74
| true
| 70.59
| 88.14
| 17.55
| 0
| 444
|
9mobile
|
success
|
AI00000072
| 2025-09-11T12:49:00
|
ONI-2115
|
Onitsha
|
capacity_planning
|
neural_network
|
maintain
| 0.98
| true
| 64.6
| 77.47
| 12.87
| 0
| 4,737
|
9mobile
|
success
|
AI00000073
| 2025-09-22T19:27:00
|
IBA-3668
|
Ibadan
|
interference_mitigation
|
neural_network
|
maintain
| 0.95
| true
| 83.03
| 95.76
| 12.73
| 0
| 4,612
|
Airtel
|
success
|
AI00000074
| 2025-09-29T17:49:00
|
ABE-6542
|
Abeokuta
|
load_balancing
|
neural_network
|
increase
| 0.76
| true
| 71.8
| 85.76
| 13.96
| 0
| 4,043
|
Airtel
|
success
|
AI00000075
| 2025-09-24T04:19:00
|
POR-9343
|
Port Harcourt
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.85
| true
| 65.61
| 74.19
| 0
| 0
| 1,707
|
9mobile
|
success
|
AI00000076
| 2025-09-02T08:45:00
|
ABE-6254
|
Abeokuta
|
load_balancing
|
gradient_boosting
|
increase
| 0.92
| true
| 69.85
| 89
| 19.15
| 0
| 4,463
|
MTN
|
partial_success
|
AI00000077
| 2025-09-30T11:09:00
|
ABU-1470
|
Abuja
|
fault_prediction
|
gradient_boosting
|
redistribute
| 0.94
| true
| 73.7
| 84.58
| 0
| 0
| 4,554
|
Glo
|
success
|
AI00000078
| 2025-09-11T13:30:00
|
POR-6305
|
Port Harcourt
|
interference_mitigation
|
neural_network
|
redistribute
| 0.82
| true
| 61.05
| 79.08
| 18.03
| 0
| 3,747
|
Airtel
|
success
|
AI00000079
| 2025-09-20T10:46:00
|
ILO-4924
|
Ilorin
|
power_optimization
|
neural_network
|
maintain
| 0.83
| true
| 69.93
| 69.93
| 0
| 88.38
| 2,999
|
9mobile
|
success
|
AI00000080
| 2025-09-06T23:09:00
|
WAR-9407
|
Warri
|
energy_saving
|
gradient_boosting
|
maintain
| 0.81
| true
| 83.83
| 90.91
| 0
| 26.59
| 4,012
|
Glo
|
partial_success
|
AI00000081
| 2025-09-30T11:54:00
|
KAN-5450
|
Kano
|
power_optimization
|
gradient_boosting
|
decrease
| 0.78
| true
| 73.57
| 81.35
| 7.78
| 11.19
| 1,538
|
Glo
|
success
|
AI00000082
| 2025-09-30T19:27:00
|
ABE-2357
|
Abeokuta
|
energy_saving
|
random_forest
|
decrease
| 0.83
| true
| 74.45
| 87.02
| 12.57
| 30.85
| 743
|
9mobile
|
success
|
AI00000083
| 2025-09-25T18:09:00
|
POR-3485
|
Port Harcourt
|
fault_prediction
|
random_forest
|
maintain
| 0.95
| true
| 64.36
| 64.36
| 5.8
| 0
| 1,187
|
9mobile
|
success
|
AI00000084
| 2025-09-01T20:10:00
|
WAR-3125
|
Warri
|
handover_optimization
|
reinforcement_learning
|
decrease
| 0.93
| true
| 83.19
| 102.96
| 19.77
| 0
| 2,496
|
MTN
|
success
|
AI00000085
| 2025-09-13T02:33:00
|
POR-3721
|
Port Harcourt
|
power_optimization
|
gradient_boosting
|
increase
| 0.86
| true
| 71.11
| 80.13
| 0
| 153.32
| 3,193
|
Airtel
|
success
|
AI00000086
| 2025-09-29T11:13:00
|
ENU-1825
|
Enugu
|
handover_optimization
|
neural_network
|
increase
| 0.79
| true
| 72.08
| 72.08
| 0
| 0
| 1,150
|
Airtel
|
partial_success
|
AI00000087
| 2025-09-03T11:05:00
|
POR-7293
|
Port Harcourt
|
load_balancing
|
gradient_boosting
|
maintain
| 0.88
| true
| 77.68
| 97.39
| 19.71
| 0
| 2,532
|
MTN
|
partial_success
|
AI00000088
| 2025-09-07T10:00:00
|
BEN-2451
|
Benin City
|
fault_prediction
|
gradient_boosting
|
redistribute
| 0.72
| true
| 76.94
| 88.81
| 11.87
| 0
| 3,129
|
9mobile
|
success
|
AI00000089
| 2025-09-21T14:22:00
|
IBA-3664
|
Ibadan
|
interference_mitigation
|
random_forest
|
increase
| 0.77
| true
| 63.85
| 71.36
| 7.51
| 0
| 1,161
|
MTN
|
partial_success
|
AI00000090
| 2025-09-26T13:11:00
|
KAN-5250
|
Kano
|
handover_optimization
|
gradient_boosting
|
redistribute
| 0.96
| true
| 62.77
| 82.26
| 19.49
| 0
| 3,120
|
9mobile
|
success
|
AI00000091
| 2025-09-17T15:59:00
|
ABE-4119
|
Abeokuta
|
energy_saving
|
neural_network
|
maintain
| 0.71
| false
| 72.58
| 82.16
| 9.58
| 56.54
| 2,051
|
9mobile
|
success
|
AI00000092
| 2025-09-28T00:21:00
|
ENU-3961
|
Enugu
|
power_optimization
|
reinforcement_learning
|
increase
| 0.94
| true
| 77.93
| 93.21
| 15.28
| 52.52
| 3,309
|
Airtel
|
success
|
AI00000093
| 2025-10-01T09:28:00
|
ABE-5421
|
Abeokuta
|
energy_saving
|
random_forest
|
decrease
| 0.85
| true
| 71.56
| 80.68
| 9.12
| 61.45
| 3,657
|
Airtel
|
partial_success
|
AI00000094
| 2025-09-17T01:34:00
|
ONI-5762
|
Onitsha
|
fault_prediction
|
random_forest
|
decrease
| 0.86
| false
| 84.89
| 96.9
| 12.01
| 0
| 1,121
|
Glo
|
success
|
AI00000095
| 2025-09-26T08:41:00
|
ENU-9336
|
Enugu
|
fault_prediction
|
neural_network
|
redistribute
| 0.78
| true
| 81.73
| 99.33
| 0
| 0
| 3,987
|
Glo
|
success
|
AI00000096
| 2025-09-08T21:43:00
|
KAD-5023
|
Kaduna
|
power_optimization
|
reinforcement_learning
|
decrease
| 0.78
| true
| 64.15
| 78.45
| 14.3
| 64.89
| 4,763
|
Airtel
|
success
|
AI00000097
| 2025-09-20T19:16:00
|
CAL-5815
|
Calabar
|
capacity_planning
|
neural_network
|
maintain
| 0.8
| true
| 61.25
| 71.67
| 10.42
| 0
| 2,541
|
Glo
|
success
|
AI00000098
| 2025-09-29T11:23:00
|
WAR-1128
|
Warri
|
load_balancing
|
neural_network
|
increase
| 0.74
| true
| 74.79
| 81.28
| 6.49
| 0
| 3,309
|
9mobile
|
success
|
AI00000099
| 2025-09-12T13:55:00
|
ONI-6206
|
Onitsha
|
fault_prediction
|
gradient_boosting
|
redistribute
| 0.73
| true
| 75.19
| 91.48
| 16.29
| 0
| 2,601
|
MTN
|
partial_success
|
AI00000100
| 2025-09-14T16:08:00
|
LAG-1204
|
Lagos
|
capacity_planning
|
random_forest
|
increase
| 0.81
| true
| 82.42
| 94.99
| 12.57
| 0
| 2,767
|
Airtel
|
success
|
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