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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AI00000101
| 2025-09-05T12:01:00
|
ILO-7229
|
Ilorin
|
capacity_planning
|
random_forest
|
increase
| 0.76
| false
| 73.74
| 85.05
| 0
| 0
| 4,550
|
MTN
|
success
|
AI00000102
| 2025-09-19T19:36:00
|
KAD-9260
|
Kaduna
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.91
| true
| 68.47
| 68.47
| 9.02
| 0
| 1,451
|
Glo
|
success
|
AI00000103
| 2025-09-04T09:06:00
|
ENU-8583
|
Enugu
|
interference_mitigation
|
reinforcement_learning
|
redistribute
| 0.77
| true
| 80.99
| 97.26
| 16.27
| 0
| 3,085
|
Glo
|
success
|
AI00000104
| 2025-09-15T16:51:00
|
ONI-7297
|
Onitsha
|
capacity_planning
|
random_forest
|
redistribute
| 0.98
| true
| 76.1
| 86.91
| 10.81
| 0
| 2,832
|
Airtel
|
success
|
AI00000105
| 2025-09-04T13:51:00
|
BEN-2379
|
Benin City
|
spectrum_allocation
|
gradient_boosting
|
decrease
| 0.82
| true
| 70.23
| 70.23
| 6.7
| 0
| 4,559
|
MTN
|
failed
|
AI00000106
| 2025-09-07T01:16:00
|
ONI-2702
|
Onitsha
|
power_optimization
|
neural_network
|
increase
| 0.8
| true
| 64.07
| 70.28
| 6.21
| 97.09
| 3,338
|
Glo
|
success
|
AI00000107
| 2025-10-01T08:19:00
|
LAG-8777
|
Lagos
|
spectrum_allocation
|
gradient_boosting
|
decrease
| 0.86
| true
| 74.22
| 84.91
| 10.69
| 0
| 1,105
|
Glo
|
success
|
AI00000108
| 2025-09-07T03:28:00
|
BEN-6976
|
Benin City
|
spectrum_allocation
|
gradient_boosting
|
redistribute
| 0.79
| true
| 62.15
| 73.49
| 11.34
| 0
| 616
|
MTN
|
success
|
AI00000109
| 2025-09-02T19:24:00
|
ABE-6919
|
Abeokuta
|
power_optimization
|
neural_network
|
increase
| 0.79
| true
| 70.84
| 84.41
| 13.57
| 121.19
| 1,785
|
9mobile
|
success
|
AI00000110
| 2025-09-25T05:13:00
|
KAN-4800
|
Kano
|
power_optimization
|
neural_network
|
increase
| 0.93
| true
| 83.8
| 98.11
| 0
| 151.91
| 265
|
Glo
|
success
|
AI00000111
| 2025-09-27T10:58:00
|
ENU-2901
|
Enugu
|
power_optimization
|
neural_network
|
increase
| 0.97
| true
| 66.33
| 73.28
| 6.95
| 92.43
| 2,167
|
MTN
|
success
|
AI00000112
| 2025-09-01T16:47:00
|
WAR-4163
|
Warri
|
capacity_planning
|
gradient_boosting
|
decrease
| 0.97
| true
| 73.02
| 78.1
| 5.08
| 0
| 3,009
|
MTN
|
success
|
AI00000113
| 2025-09-06T16:58:00
|
ONI-2217
|
Onitsha
|
energy_saving
|
reinforcement_learning
|
redistribute
| 0.74
| true
| 80.16
| 80.16
| 0
| 179.73
| 4,570
|
MTN
|
failed
|
AI00000114
| 2025-09-29T12:30:00
|
WAR-4783
|
Warri
|
capacity_planning
|
reinforcement_learning
|
increase
| 0.8
| true
| 83.69
| 98.81
| 15.12
| 0
| 3,854
|
Airtel
|
success
|
AI00000115
| 2025-09-03T23:02:00
|
ABU-2395
|
Abuja
|
energy_saving
|
neural_network
|
decrease
| 0.93
| true
| 73.78
| 86.14
| 12.36
| 176.92
| 3,136
|
Airtel
|
success
|
AI00000116
| 2025-09-19T23:09:00
|
KAN-3396
|
Kano
|
power_optimization
|
neural_network
|
maintain
| 0.72
| true
| 75.96
| 84.8
| 8.84
| 189.78
| 2,885
|
MTN
|
success
|
AI00000117
| 2025-09-08T15:25:00
|
POR-7568
|
Port Harcourt
|
interference_mitigation
|
gradient_boosting
|
increase
| 0.86
| true
| 80.43
| 80.43
| 7.98
| 0
| 2,807
|
Glo
|
success
|
AI00000118
| 2025-09-26T09:56:00
|
LAG-9933
|
Lagos
|
spectrum_allocation
|
neural_network
|
maintain
| 0.81
| true
| 77.35
| 77.35
| 0
| 0
| 3,413
|
Glo
|
success
|
AI00000119
| 2025-09-21T15:28:00
|
IBA-4462
|
Ibadan
|
energy_saving
|
reinforcement_learning
|
maintain
| 0.97
| true
| 80.25
| 87.08
| 6.83
| 170.99
| 265
|
9mobile
|
success
|
AI00000120
| 2025-09-06T09:02:00
|
ENU-2296
|
Enugu
|
handover_optimization
|
neural_network
|
maintain
| 0.86
| true
| 76.04
| 94.05
| 0
| 0
| 970
|
9mobile
|
success
|
AI00000121
| 2025-09-23T19:46:00
|
ILO-2221
|
Ilorin
|
interference_mitigation
|
neural_network
|
redistribute
| 0.73
| true
| 69.39
| 69.39
| 14.81
| 0
| 4,587
|
9mobile
|
success
|
AI00000122
| 2025-09-21T09:20:00
|
WAR-6758
|
Warri
|
power_optimization
|
neural_network
|
increase
| 0.98
| false
| 81.11
| 93.1
| 11.99
| 125.53
| 1,944
|
Glo
|
success
|
AI00000123
| 2025-09-19T08:44:00
|
LAG-6768
|
Lagos
|
load_balancing
|
neural_network
|
decrease
| 0.77
| true
| 81.64
| 87.89
| 6.25
| 0
| 4,698
|
Airtel
|
success
|
AI00000124
| 2025-09-24T08:49:00
|
KAD-6576
|
Kaduna
|
handover_optimization
|
reinforcement_learning
|
redistribute
| 0.72
| true
| 73.53
| 73.53
| 8.69
| 0
| 3,683
|
MTN
|
success
|
AI00000125
| 2025-09-18T05:20:00
|
CAL-5630
|
Calabar
|
fault_prediction
|
random_forest
|
increase
| 0.85
| true
| 81.55
| 89.51
| 7.96
| 0
| 591
|
Glo
|
success
|
AI00000126
| 2025-09-16T04:12:00
|
CAL-4743
|
Calabar
|
interference_mitigation
|
neural_network
|
redistribute
| 0.74
| true
| 78.46
| 92.6
| 14.14
| 0
| 2,482
|
Glo
|
success
|
AI00000127
| 2025-09-04T14:04:00
|
ILO-4773
|
Ilorin
|
power_optimization
|
random_forest
|
maintain
| 0.89
| false
| 60.81
| 77.05
| 16.24
| 154.09
| 674
|
MTN
|
partial_success
|
AI00000128
| 2025-09-02T02:02:00
|
JOS-6063
|
Jos
|
power_optimization
|
neural_network
|
maintain
| 0.8
| true
| 76.88
| 86.03
| 9.15
| 164.02
| 1,290
|
Glo
|
success
|
AI00000129
| 2025-09-10T07:53:00
|
IBA-6909
|
Ibadan
|
capacity_planning
|
neural_network
|
maintain
| 0.84
| true
| 75.26
| 93.28
| 18.02
| 0
| 2,557
|
Airtel
|
partial_success
|
AI00000130
| 2025-09-19T02:42:00
|
ABA-6439
|
Aba
|
fault_prediction
|
gradient_boosting
|
decrease
| 0.94
| true
| 60.8
| 77.92
| 17.12
| 0
| 2,845
|
Airtel
|
success
|
AI00000131
| 2025-09-04T01:25:00
|
ILO-2686
|
Ilorin
|
spectrum_allocation
|
reinforcement_learning
|
increase
| 0.95
| true
| 71.19
| 86.1
| 14.91
| 0
| 4,201
|
MTN
|
success
|
AI00000132
| 2025-09-24T06:52:00
|
IBA-8319
|
Ibadan
|
interference_mitigation
|
gradient_boosting
|
increase
| 0.8
| true
| 67.56
| 85.68
| 18.12
| 0
| 3,355
|
Glo
|
success
|
AI00000133
| 2025-09-22T09:47:00
|
JOS-7299
|
Jos
|
capacity_planning
|
random_forest
|
redistribute
| 0.81
| false
| 70.99
| 88.08
| 17.09
| 0
| 349
|
Glo
|
partial_success
|
AI00000134
| 2025-09-29T13:32:00
|
KAD-8432
|
Kaduna
|
spectrum_allocation
|
random_forest
|
redistribute
| 0.9
| true
| 68.24
| 76.76
| 0
| 0
| 453
|
Glo
|
success
|
AI00000135
| 2025-09-21T09:10:00
|
KAD-2158
|
Kaduna
|
spectrum_allocation
|
neural_network
|
decrease
| 0.87
| true
| 64.32
| 64.32
| 11.04
| 0
| 3,514
|
9mobile
|
success
|
AI00000136
| 2025-09-21T19:23:00
|
WAR-7157
|
Warri
|
load_balancing
|
random_forest
|
decrease
| 0.7
| true
| 71.66
| 79.84
| 8.18
| 0
| 456
|
MTN
|
success
|
AI00000137
| 2025-09-08T05:30:00
|
ABU-1657
|
Abuja
|
fault_prediction
|
gradient_boosting
|
increase
| 0.8
| true
| 78.65
| 95.37
| 16.72
| 0
| 3,862
|
Airtel
|
success
|
AI00000138
| 2025-09-08T02:43:00
|
JOS-3950
|
Jos
|
fault_prediction
|
neural_network
|
maintain
| 0.7
| true
| 70.55
| 75.78
| 5.23
| 0
| 1,128
|
9mobile
|
failed
|
AI00000139
| 2025-09-18T07:37:00
|
ABA-7604
|
Aba
|
handover_optimization
|
random_forest
|
decrease
| 0.95
| true
| 84.35
| 91.05
| 0
| 0
| 1,331
|
9mobile
|
success
|
AI00000140
| 2025-09-04T06:38:00
|
ABA-5825
|
Aba
|
fault_prediction
|
reinforcement_learning
|
decrease
| 0.72
| false
| 70.96
| 85.81
| 14.85
| 0
| 2,635
|
9mobile
|
success
|
AI00000141
| 2025-09-11T05:54:00
|
ENU-1984
|
Enugu
|
power_optimization
|
random_forest
|
decrease
| 0.81
| false
| 63.38
| 70.44
| 7.06
| 105.96
| 903
|
MTN
|
success
|
AI00000142
| 2025-09-22T10:33:00
|
KAD-2048
|
Kaduna
|
interference_mitigation
|
random_forest
|
decrease
| 0.72
| true
| 80.93
| 93.89
| 12.96
| 0
| 175
|
Airtel
|
success
|
AI00000143
| 2025-09-14T19:28:00
|
IBA-3309
|
Ibadan
|
handover_optimization
|
reinforcement_learning
|
redistribute
| 0.82
| true
| 63.79
| 83.63
| 19.84
| 0
| 3,923
|
9mobile
|
success
|
AI00000144
| 2025-09-29T04:37:00
|
KAD-4095
|
Kaduna
|
handover_optimization
|
gradient_boosting
|
maintain
| 0.73
| false
| 60.01
| 70
| 9.99
| 0
| 2,071
|
9mobile
|
success
|
AI00000145
| 2025-09-26T08:37:00
|
CAL-6400
|
Calabar
|
capacity_planning
|
random_forest
|
maintain
| 0.81
| true
| 84.59
| 96.38
| 11.79
| 0
| 1,785
|
9mobile
|
success
|
AI00000146
| 2025-09-30T13:22:00
|
ENU-3241
|
Enugu
|
handover_optimization
|
reinforcement_learning
|
increase
| 0.72
| true
| 83.83
| 90.94
| 0
| 0
| 3,443
|
9mobile
|
success
|
AI00000147
| 2025-09-15T20:57:00
|
ABA-6564
|
Aba
|
capacity_planning
|
random_forest
|
maintain
| 0.87
| true
| 75.91
| 75.91
| 0
| 0
| 126
|
Airtel
|
success
|
AI00000148
| 2025-09-12T14:15:00
|
ABA-9403
|
Aba
|
load_balancing
|
gradient_boosting
|
decrease
| 0.77
| true
| 76.92
| 82.33
| 5.41
| 0
| 2,276
|
Glo
|
partial_success
|
AI00000149
| 2025-09-19T03:40:00
|
LAG-9885
|
Lagos
|
fault_prediction
|
reinforcement_learning
|
decrease
| 0.7
| false
| 65.79
| 85.33
| 19.54
| 0
| 4,591
|
Airtel
|
failed
|
AI00000150
| 2025-09-26T01:18:00
|
ABA-5313
|
Aba
|
capacity_planning
|
random_forest
|
increase
| 0.93
| true
| 83.03
| 90.99
| 7.96
| 0
| 3,393
|
MTN
|
success
|
AI00000151
| 2025-09-13T18:21:00
|
POR-2460
|
Port Harcourt
|
handover_optimization
|
reinforcement_learning
|
decrease
| 0.85
| true
| 64.25
| 75.31
| 11.06
| 0
| 1,912
|
Glo
|
success
|
AI00000152
| 2025-09-30T11:28:00
|
BEN-5008
|
Benin City
|
energy_saving
|
neural_network
|
maintain
| 0.95
| true
| 66.44
| 74.69
| 8.25
| 184.74
| 3,252
|
Glo
|
success
|
AI00000153
| 2025-09-15T08:35:00
|
ABU-4949
|
Abuja
|
load_balancing
|
gradient_boosting
|
maintain
| 0.73
| true
| 79.2
| 87.1
| 7.9
| 0
| 2,375
|
MTN
|
success
|
AI00000154
| 2025-09-05T05:41:00
|
IBA-6138
|
Ibadan
|
interference_mitigation
|
random_forest
|
decrease
| 0.73
| true
| 79.27
| 98.39
| 19.12
| 0
| 4,978
|
Glo
|
failed
|
AI00000155
| 2025-09-12T10:42:00
|
ABA-7196
|
Aba
|
energy_saving
|
neural_network
|
decrease
| 0.94
| false
| 77.27
| 92.1
| 14.83
| 37.53
| 4,350
|
Glo
|
failed
|
AI00000156
| 2025-09-20T05:32:00
|
ILO-8227
|
Ilorin
|
spectrum_allocation
|
reinforcement_learning
|
decrease
| 0.91
| true
| 61.9
| 80.95
| 0
| 0
| 3,762
|
Airtel
|
success
|
AI00000157
| 2025-09-05T03:08:00
|
ABE-2557
|
Abeokuta
|
fault_prediction
|
reinforcement_learning
|
maintain
| 0.95
| true
| 75.42
| 75.42
| 19.36
| 0
| 1,419
|
Airtel
|
success
|
AI00000158
| 2025-09-27T18:04:00
|
ILO-5142
|
Ilorin
|
interference_mitigation
|
gradient_boosting
|
maintain
| 0.7
| true
| 77.89
| 77.89
| 7.1
| 0
| 4,113
|
9mobile
|
failed
|
AI00000159
| 2025-09-06T19:18:00
|
ABA-7139
|
Aba
|
fault_prediction
|
neural_network
|
decrease
| 0.77
| true
| 77.83
| 97.22
| 19.39
| 0
| 1,514
|
9mobile
|
success
|
AI00000160
| 2025-09-15T11:22:00
|
ABA-5972
|
Aba
|
interference_mitigation
|
reinforcement_learning
|
increase
| 0.73
| true
| 60.5
| 65.53
| 5.03
| 0
| 3,475
|
9mobile
|
partial_success
|
AI00000161
| 2025-09-30T02:37:00
|
IBA-7960
|
Ibadan
|
capacity_planning
|
gradient_boosting
|
decrease
| 0.81
| false
| 65.59
| 82.79
| 17.2
| 0
| 299
|
Glo
|
success
|
AI00000162
| 2025-10-01T08:21:00
|
BEN-9976
|
Benin City
|
interference_mitigation
|
reinforcement_learning
|
decrease
| 0.9
| true
| 84.3
| 98.53
| 14.23
| 0
| 3,376
|
Glo
|
success
|
AI00000163
| 2025-09-22T13:38:00
|
KAD-2534
|
Kaduna
|
power_optimization
|
neural_network
|
maintain
| 0.73
| true
| 64.06
| 83.98
| 19.92
| 160.77
| 716
|
MTN
|
success
|
AI00000164
| 2025-09-11T12:07:00
|
ABA-1730
|
Aba
|
spectrum_allocation
|
random_forest
|
maintain
| 0.72
| true
| 82.47
| 90.62
| 0
| 0
| 672
|
Airtel
|
partial_success
|
AI00000165
| 2025-09-27T16:18:00
|
ABA-8422
|
Aba
|
energy_saving
|
gradient_boosting
|
decrease
| 0.75
| true
| 62.71
| 81.08
| 18.37
| 131.44
| 3,217
|
MTN
|
success
|
AI00000166
| 2025-09-02T18:23:00
|
ABU-3783
|
Abuja
|
handover_optimization
|
reinforcement_learning
|
redistribute
| 0.73
| true
| 74.17
| 85.28
| 11.11
| 0
| 1,401
|
9mobile
|
success
|
AI00000167
| 2025-09-30T02:09:00
|
JOS-6978
|
Jos
|
spectrum_allocation
|
random_forest
|
increase
| 0.95
| true
| 79.81
| 96.21
| 16.4
| 0
| 1,723
|
Airtel
|
success
|
AI00000168
| 2025-09-27T20:47:00
|
LAG-4275
|
Lagos
|
power_optimization
|
random_forest
|
maintain
| 0.91
| false
| 65.89
| 73.04
| 7.15
| 181.06
| 1,088
|
Airtel
|
success
|
AI00000169
| 2025-09-25T17:25:00
|
IBA-2124
|
Ibadan
|
load_balancing
|
gradient_boosting
|
increase
| 0.78
| false
| 81.09
| 100.94
| 19.85
| 0
| 1,518
|
9mobile
|
partial_success
|
AI00000170
| 2025-09-27T15:56:00
|
ILO-4540
|
Ilorin
|
fault_prediction
|
random_forest
|
maintain
| 0.97
| true
| 82.13
| 101.57
| 19.44
| 0
| 3,390
|
9mobile
|
success
|
AI00000171
| 2025-09-20T06:21:00
|
IBA-7594
|
Ibadan
|
spectrum_allocation
|
gradient_boosting
|
redistribute
| 0.91
| true
| 72.9
| 87.08
| 14.18
| 0
| 3,730
|
9mobile
|
success
|
AI00000172
| 2025-09-16T12:46:00
|
ILO-3467
|
Ilorin
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.84
| false
| 83.14
| 88.55
| 5.41
| 0
| 4,425
|
Glo
|
failed
|
AI00000173
| 2025-09-22T11:57:00
|
ENU-7791
|
Enugu
|
power_optimization
|
neural_network
|
redistribute
| 0.87
| true
| 81.53
| 81.53
| 17.13
| 103.78
| 4,874
|
Airtel
|
success
|
AI00000174
| 2025-09-04T01:55:00
|
ONI-5857
|
Onitsha
|
power_optimization
|
neural_network
|
redistribute
| 0.74
| false
| 65.75
| 77.61
| 11.86
| 77.31
| 2,043
|
MTN
|
success
|
AI00000175
| 2025-09-15T01:25:00
|
ABU-7691
|
Abuja
|
capacity_planning
|
reinforcement_learning
|
maintain
| 0.87
| true
| 66.72
| 72.6
| 5.88
| 0
| 658
|
MTN
|
partial_success
|
AI00000176
| 2025-09-04T11:49:00
|
KAN-5880
|
Kano
|
energy_saving
|
neural_network
|
maintain
| 0.79
| true
| 84.72
| 92.02
| 7.3
| 170.46
| 687
|
Airtel
|
success
|
AI00000177
| 2025-09-04T01:35:00
|
KAD-9638
|
Kaduna
|
capacity_planning
|
random_forest
|
redistribute
| 0.79
| true
| 71.59
| 78.15
| 6.56
| 0
| 2,210
|
9mobile
|
success
|
AI00000178
| 2025-09-20T15:48:00
|
JOS-9789
|
Jos
|
load_balancing
|
random_forest
|
increase
| 0.81
| true
| 61.32
| 61.32
| 0
| 0
| 3,039
|
MTN
|
success
|
AI00000179
| 2025-09-19T09:30:00
|
ENU-2825
|
Enugu
|
spectrum_allocation
|
neural_network
|
maintain
| 0.82
| false
| 68.99
| 75.12
| 6.13
| 0
| 551
|
9mobile
|
success
|
AI00000180
| 2025-09-22T22:43:00
|
ABA-8878
|
Aba
|
power_optimization
|
random_forest
|
increase
| 0.85
| false
| 80.99
| 99.48
| 18.49
| 120.95
| 4,582
|
Airtel
|
success
|
AI00000181
| 2025-09-17T03:43:00
|
ILO-9611
|
Ilorin
|
handover_optimization
|
gradient_boosting
|
maintain
| 0.95
| false
| 61.9
| 75.32
| 0
| 0
| 492
|
Glo
|
success
|
AI00000182
| 2025-09-09T12:25:00
|
ONI-2443
|
Onitsha
|
load_balancing
|
neural_network
|
redistribute
| 0.98
| true
| 82.42
| 98.07
| 15.65
| 0
| 411
|
Airtel
|
partial_success
|
AI00000183
| 2025-09-20T05:00:00
|
ABE-7741
|
Abeokuta
|
fault_prediction
|
random_forest
|
increase
| 0.77
| true
| 76.17
| 85.51
| 9.34
| 0
| 2,805
|
9mobile
|
partial_success
|
AI00000184
| 2025-09-10T08:34:00
|
ENU-2073
|
Enugu
|
handover_optimization
|
random_forest
|
decrease
| 0.84
| true
| 84.7
| 91.86
| 7.16
| 0
| 1,680
|
Airtel
|
success
|
AI00000185
| 2025-09-30T04:44:00
|
LAG-8015
|
Lagos
|
power_optimization
|
reinforcement_learning
|
decrease
| 0.98
| true
| 67.41
| 84.2
| 16.79
| 20.09
| 1,957
|
Glo
|
failed
|
AI00000186
| 2025-09-19T06:51:00
|
ABU-9709
|
Abuja
|
power_optimization
|
gradient_boosting
|
increase
| 0.95
| true
| 60.77
| 78.6
| 17.83
| 50.28
| 3,202
|
MTN
|
success
|
AI00000187
| 2025-09-30T00:54:00
|
LAG-2747
|
Lagos
|
load_balancing
|
gradient_boosting
|
decrease
| 0.93
| true
| 71.14
| 71.14
| 17.83
| 0
| 3,717
|
Airtel
|
failed
|
AI00000188
| 2025-09-18T01:09:00
|
ABA-6888
|
Aba
|
handover_optimization
|
neural_network
|
decrease
| 0.76
| true
| 64.77
| 80.94
| 0
| 0
| 3,056
|
9mobile
|
partial_success
|
AI00000189
| 2025-09-24T10:10:00
|
POR-2195
|
Port Harcourt
|
load_balancing
|
random_forest
|
decrease
| 0.88
| false
| 84.36
| 95.92
| 11.56
| 0
| 291
|
9mobile
|
success
|
AI00000190
| 2025-09-11T10:59:00
|
LAG-7524
|
Lagos
|
spectrum_allocation
|
neural_network
|
maintain
| 0.8
| false
| 69.03
| 84.67
| 15.64
| 0
| 3,782
|
Airtel
|
success
|
AI00000191
| 2025-09-29T15:51:00
|
CAL-4133
|
Calabar
|
power_optimization
|
neural_network
|
redistribute
| 0.89
| true
| 78.15
| 88.43
| 10.28
| 129.97
| 4,034
|
MTN
|
success
|
AI00000192
| 2025-09-16T21:03:00
|
ABA-3018
|
Aba
|
power_optimization
|
random_forest
|
decrease
| 0.72
| true
| 64.66
| 77.2
| 12.54
| 189.35
| 4,485
|
9mobile
|
success
|
AI00000193
| 2025-09-01T18:06:00
|
ENU-3124
|
Enugu
|
spectrum_allocation
|
gradient_boosting
|
decrease
| 0.93
| true
| 71.82
| 91.07
| 0
| 0
| 4,499
|
Glo
|
failed
|
AI00000194
| 2025-09-19T01:49:00
|
CAL-3560
|
Calabar
|
capacity_planning
|
random_forest
|
maintain
| 0.95
| true
| 83.74
| 102.58
| 18.84
| 0
| 2,154
|
MTN
|
success
|
AI00000195
| 2025-09-05T10:14:00
|
IBA-2683
|
Ibadan
|
energy_saving
|
neural_network
|
maintain
| 0.9
| true
| 63.2
| 63.2
| 19.84
| 180.51
| 1,715
|
9mobile
|
success
|
AI00000196
| 2025-09-19T08:47:00
|
ILO-4884
|
Ilorin
|
handover_optimization
|
reinforcement_learning
|
redistribute
| 0.74
| true
| 73.15
| 87.25
| 14.1
| 0
| 161
|
MTN
|
success
|
AI00000197
| 2025-10-01T20:57:00
|
CAL-3117
|
Calabar
|
power_optimization
|
reinforcement_learning
|
decrease
| 0.71
| false
| 83.08
| 83.08
| 18.88
| 107.04
| 282
|
MTN
|
success
|
AI00000198
| 2025-09-04T18:52:00
|
ABU-2046
|
Abuja
|
capacity_planning
|
neural_network
|
maintain
| 0.71
| true
| 71.99
| 81.37
| 0
| 0
| 1,682
|
Airtel
|
success
|
AI00000199
| 2025-09-16T20:34:00
|
BEN-9421
|
Benin City
|
fault_prediction
|
random_forest
|
maintain
| 0.83
| true
| 80.69
| 80.69
| 0
| 0
| 4,721
|
Glo
|
success
|
AI00000200
| 2025-09-01T11:14:00
|
ABE-3335
|
Abeokuta
|
handover_optimization
|
random_forest
|
maintain
| 0.79
| true
| 75.5
| 87.54
| 12.04
| 0
| 4,438
|
Airtel
|
success
|
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