trace_id
stringlengths 11
11
| timestamp
timestamp[ns]date 2025-09-01 00:00:00
2025-10-01 23:59:00
| customer_id
stringlengths 11
11
| latitude
float64 4.72
12.1
| longitude
float64 3.26
8.98
| city
stringclasses 15
values | tower_id
stringlengths 8
8
| movement_speed_kmh
float64 0
60
| direction_degrees
int64 0
359
| user_density
stringclasses 3
values | time_of_day
stringclasses 4
values | day_of_week
stringclasses 7
values | location_type
stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
TRC00000201
| 2025-09-25T14:57:00
|
CUST9532630
| 10.585962
| 7.484336
|
Kaduna
|
KAD-6696
| 1.1
| 275
|
medium
|
afternoon
|
Thursday
|
commercial
|
TRC00000202
| 2025-09-28T18:50:00
|
CUST2642005
| 6.427052
| 5.548535
|
Benin City
|
BEN-4743
| 29.5
| 231
|
high
|
evening
|
Sunday
|
residential
|
TRC00000203
| 2025-09-26T16:40:00
|
CUST2705287
| 5.532165
| 5.819075
|
Warri
|
WAR-7320
| 1.1
| 57
|
medium
|
afternoon
|
Friday
|
industrial
|
TRC00000204
| 2025-09-26T07:41:00
|
CUST1046479
| 10.465429
| 7.411273
|
Kaduna
|
KAD-4979
| 28
| 333
|
high
|
morning
|
Friday
|
residential
|
TRC00000205
| 2025-09-14T06:42:00
|
CUST7444326
| 6.362359
| 5.667348
|
Benin City
|
BEN-3626
| 11.1
| 195
|
low
|
morning
|
Sunday
|
commercial
|
TRC00000206
| 2025-09-02T03:10:00
|
CUST3500639
| 6.257223
| 5.607847
|
Benin City
|
BEN-4068
| 53.4
| 253
|
low
|
night
|
Tuesday
|
industrial
|
TRC00000207
| 2025-09-27T22:19:00
|
CUST5487540
| 5.079424
| 7.271634
|
Aba
|
ABA-7984
| 36.1
| 307
|
low
|
night
|
Saturday
|
commercial
|
TRC00000208
| 2025-09-03T04:05:00
|
CUST4691908
| 6.245495
| 6.85937
|
Onitsha
|
ONI-9880
| 19.9
| 136
|
low
|
night
|
Wednesday
|
residential
|
TRC00000209
| 2025-09-29T15:20:00
|
CUST5632608
| 10.466948
| 7.347104
|
Kaduna
|
KAD-9516
| 3.3
| 260
|
medium
|
afternoon
|
Monday
|
industrial
|
TRC00000210
| 2025-09-02T08:26:00
|
CUST7691188
| 9.047502
| 7.341376
|
Abuja
|
ABU-9415
| 13.4
| 128
|
high
|
morning
|
Tuesday
|
industrial
|
TRC00000211
| 2025-09-27T00:56:00
|
CUST7384421
| 7.367173
| 4.02857
|
Ibadan
|
IBA-1573
| 39.5
| 82
|
low
|
night
|
Saturday
|
commercial
|
TRC00000212
| 2025-09-09T02:53:00
|
CUST3883757
| 9.966744
| 8.9659
|
Jos
|
JOS-6990
| 54.5
| 1
|
low
|
night
|
Tuesday
|
commercial
|
TRC00000213
| 2025-09-22T02:48:00
|
CUST8013910
| 4.769554
| 6.972724
|
Port Harcourt
|
POR-1572
| 45.7
| 191
|
low
|
night
|
Monday
|
commercial
|
TRC00000214
| 2025-09-10T23:15:00
|
CUST9132489
| 9.967041
| 8.846587
|
Jos
|
JOS-7956
| 34.5
| 175
|
low
|
night
|
Wednesday
|
highway
|
TRC00000215
| 2025-09-10T07:23:00
|
CUST6256726
| 6.194234
| 6.756605
|
Onitsha
|
ONI-7302
| 23.9
| 59
|
high
|
morning
|
Wednesday
|
commercial
|
TRC00000216
| 2025-09-20T12:45:00
|
CUST2657927
| 5.450063
| 5.818224
|
Warri
|
WAR-8830
| 4.3
| 22
|
medium
|
afternoon
|
Saturday
|
industrial
|
TRC00000217
| 2025-09-14T06:02:00
|
CUST3379928
| 7.416458
| 3.863775
|
Ibadan
|
IBA-7357
| 52.9
| 268
|
low
|
morning
|
Sunday
|
industrial
|
TRC00000218
| 2025-09-17T11:16:00
|
CUST4651265
| 6.608578
| 7.46244
|
Enugu
|
ENU-5878
| 9.9
| 69
|
medium
|
morning
|
Wednesday
|
industrial
|
TRC00000219
| 2025-09-08T08:14:00
|
CUST9823138
| 8.988672
| 7.478165
|
Abuja
|
ABU-2064
| 22.1
| 97
|
high
|
morning
|
Monday
|
commercial
|
TRC00000220
| 2025-09-05T12:48:00
|
CUST9314721
| 6.495912
| 3.44943
|
Lagos
|
LAG-3974
| 10
| 152
|
medium
|
afternoon
|
Friday
|
commercial
|
TRC00000221
| 2025-09-28T04:12:00
|
CUST2453375
| 7.331145
| 3.939837
|
Ibadan
|
IBA-4742
| 18.2
| 259
|
low
|
night
|
Sunday
|
commercial
|
TRC00000222
| 2025-09-12T22:41:00
|
CUST6816122
| 6.51089
| 3.301614
|
Lagos
|
LAG-3951
| 14.7
| 289
|
low
|
night
|
Friday
|
residential
|
TRC00000223
| 2025-09-17T14:01:00
|
CUST8369708
| 4.948238
| 8.319405
|
Calabar
|
CAL-4983
| 6.2
| 131
|
medium
|
afternoon
|
Wednesday
|
residential
|
TRC00000224
| 2025-09-09T09:40:00
|
CUST8152945
| 7.452944
| 3.97521
|
Ibadan
|
IBA-8680
| 23.8
| 117
|
high
|
morning
|
Tuesday
|
residential
|
TRC00000225
| 2025-09-11T18:38:00
|
CUST7456798
| 4.756818
| 7.087509
|
Port Harcourt
|
POR-4870
| 6.3
| 260
|
high
|
evening
|
Thursday
|
residential
|
TRC00000226
| 2025-09-27T04:50:00
|
CUST6855770
| 6.583242
| 3.326883
|
Lagos
|
LAG-8424
| 18.4
| 329
|
low
|
night
|
Saturday
|
commercial
|
TRC00000227
| 2025-09-25T17:15:00
|
CUST6612964
| 9.020901
| 7.467067
|
Abuja
|
ABU-5033
| 20.4
| 350
|
high
|
evening
|
Thursday
|
commercial
|
TRC00000228
| 2025-09-20T08:30:00
|
CUST8953995
| 4.968642
| 8.361979
|
Calabar
|
CAL-1919
| 13.7
| 114
|
high
|
morning
|
Saturday
|
commercial
|
TRC00000229
| 2025-09-29T04:29:00
|
CUST8910728
| 6.277371
| 5.618803
|
Benin City
|
BEN-9400
| 57.2
| 233
|
low
|
night
|
Monday
|
industrial
|
TRC00000230
| 2025-09-08T11:38:00
|
CUST5977412
| 8.459147
| 4.584242
|
Ilorin
|
ILO-7580
| 7.3
| 61
|
medium
|
morning
|
Monday
|
commercial
|
TRC00000231
| 2025-09-28T03:49:00
|
CUST2390746
| 6.353974
| 5.578556
|
Benin City
|
BEN-4013
| 53.8
| 74
|
low
|
night
|
Sunday
|
residential
|
TRC00000232
| 2025-10-01T03:59:00
|
CUST9031767
| 5.044065
| 7.312998
|
Aba
|
ABA-7041
| 19
| 354
|
low
|
night
|
Wednesday
|
commercial
|
TRC00000233
| 2025-09-21T06:07:00
|
CUST3238322
| 4.97021
| 8.337415
|
Calabar
|
CAL-4695
| 30.5
| 308
|
low
|
morning
|
Sunday
|
commercial
|
TRC00000234
| 2025-09-21T21:03:00
|
CUST3928975
| 5.167949
| 7.305995
|
Aba
|
ABA-3925
| 33
| 266
|
low
|
evening
|
Sunday
|
residential
|
TRC00000235
| 2025-09-22T20:08:00
|
CUST9056142
| 9.063233
| 7.384586
|
Abuja
|
ABU-1257
| 35.3
| 57
|
low
|
evening
|
Monday
|
highway
|
TRC00000236
| 2025-09-04T10:27:00
|
CUST6299788
| 6.346525
| 5.604205
|
Benin City
|
BEN-5188
| 8.5
| 154
|
medium
|
morning
|
Thursday
|
residential
|
TRC00000237
| 2025-09-06T02:45:00
|
CUST9633730
| 4.95298
| 8.332617
|
Calabar
|
CAL-8182
| 18.2
| 272
|
low
|
night
|
Saturday
|
residential
|
TRC00000238
| 2025-09-22T06:45:00
|
CUST5144184
| 6.535933
| 7.469104
|
Enugu
|
ENU-2148
| 18.3
| 129
|
low
|
morning
|
Monday
|
residential
|
TRC00000239
| 2025-09-09T08:38:00
|
CUST2089672
| 9.158188
| 7.33389
|
Abuja
|
ABU-6773
| 20.2
| 170
|
high
|
morning
|
Tuesday
|
commercial
|
TRC00000240
| 2025-09-13T03:27:00
|
CUST9278732
| 6.609806
| 3.360263
|
Lagos
|
LAG-6880
| 45.3
| 9
|
low
|
night
|
Saturday
|
highway
|
TRC00000241
| 2025-09-12T00:00:00
|
CUST2518879
| 10.502217
| 7.320369
|
Kaduna
|
KAD-2785
| 54.3
| 73
|
low
|
night
|
Friday
|
residential
|
TRC00000242
| 2025-09-19T18:37:00
|
CUST7126503
| 5.607192
| 5.699435
|
Warri
|
WAR-8221
| 21.5
| 69
|
high
|
evening
|
Friday
|
commercial
|
TRC00000243
| 2025-09-29T23:55:00
|
CUST8326816
| 6.453427
| 7.597771
|
Enugu
|
ENU-7800
| 32.3
| 306
|
low
|
night
|
Monday
|
commercial
|
TRC00000244
| 2025-09-29T04:01:00
|
CUST1953252
| 4.734677
| 6.98498
|
Port Harcourt
|
POR-6186
| 40.9
| 280
|
low
|
night
|
Monday
|
commercial
|
TRC00000245
| 2025-09-25T11:21:00
|
CUST2570710
| 6.360502
| 5.622673
|
Benin City
|
BEN-5126
| 10
| 72
|
medium
|
morning
|
Thursday
|
highway
|
TRC00000246
| 2025-09-19T01:54:00
|
CUST8916389
| 6.402903
| 5.545169
|
Benin City
|
BEN-5826
| 17.6
| 99
|
low
|
night
|
Friday
|
residential
|
TRC00000247
| 2025-09-08T01:41:00
|
CUST4293942
| 8.476642
| 4.530884
|
Ilorin
|
ILO-1943
| 42.3
| 86
|
low
|
night
|
Monday
|
residential
|
TRC00000248
| 2025-09-21T14:49:00
|
CUST8552985
| 8.446617
| 4.446153
|
Ilorin
|
ILO-4700
| 0.8
| 192
|
medium
|
afternoon
|
Sunday
|
highway
|
TRC00000249
| 2025-09-20T20:54:00
|
CUST8056446
| 5.081173
| 7.416069
|
Aba
|
ABA-4166
| 33.8
| 266
|
low
|
evening
|
Saturday
|
residential
|
TRC00000250
| 2025-09-18T18:46:00
|
CUST4869802
| 12.06164
| 8.545762
|
Kano
|
KAN-1060
| 13.7
| 168
|
high
|
evening
|
Thursday
|
commercial
|
TRC00000251
| 2025-09-23T12:40:00
|
CUST7597472
| 9.852776
| 8.804034
|
Jos
|
JOS-1625
| 3.4
| 286
|
medium
|
afternoon
|
Tuesday
|
residential
|
TRC00000252
| 2025-09-23T10:54:00
|
CUST8867611
| 6.238471
| 6.864987
|
Onitsha
|
ONI-4879
| 1
| 23
|
medium
|
morning
|
Tuesday
|
commercial
|
TRC00000253
| 2025-09-11T02:02:00
|
CUST3121899
| 5.07194
| 7.404855
|
Aba
|
ABA-1999
| 21.8
| 164
|
low
|
night
|
Thursday
|
residential
|
TRC00000254
| 2025-09-13T14:42:00
|
CUST3967632
| 6.298955
| 5.639223
|
Benin City
|
BEN-8450
| 4.8
| 154
|
medium
|
afternoon
|
Saturday
|
commercial
|
TRC00000255
| 2025-09-20T08:49:00
|
CUST4493079
| 6.087145
| 6.780357
|
Onitsha
|
ONI-1462
| 24.5
| 183
|
high
|
morning
|
Saturday
|
commercial
|
TRC00000256
| 2025-09-22T15:43:00
|
CUST2691893
| 8.418651
| 4.556941
|
Ilorin
|
ILO-2090
| 3.8
| 308
|
medium
|
afternoon
|
Monday
|
commercial
|
TRC00000257
| 2025-09-10T09:57:00
|
CUST7518499
| 6.299104
| 5.579616
|
Benin City
|
BEN-4073
| 7.3
| 164
|
high
|
morning
|
Wednesday
|
industrial
|
TRC00000258
| 2025-09-15T23:23:00
|
CUST6461841
| 6.511947
| 3.424568
|
Lagos
|
LAG-1926
| 54.7
| 309
|
low
|
night
|
Monday
|
residential
|
TRC00000259
| 2025-09-13T00:51:00
|
CUST5685223
| 6.538708
| 3.378457
|
Lagos
|
LAG-5788
| 36.2
| 242
|
low
|
night
|
Saturday
|
commercial
|
TRC00000260
| 2025-09-11T22:03:00
|
CUST8865411
| 9.924804
| 8.808601
|
Jos
|
JOS-4393
| 46.7
| 96
|
low
|
night
|
Thursday
|
industrial
|
TRC00000261
| 2025-09-25T03:51:00
|
CUST1751280
| 5.085505
| 7.320598
|
Aba
|
ABA-6945
| 42.6
| 152
|
low
|
night
|
Thursday
|
industrial
|
TRC00000262
| 2025-09-14T15:13:00
|
CUST8598478
| 6.511178
| 7.460202
|
Enugu
|
ENU-2371
| 5.5
| 55
|
medium
|
afternoon
|
Sunday
|
highway
|
TRC00000263
| 2025-09-30T23:10:00
|
CUST3099219
| 4.899569
| 7.073634
|
Port Harcourt
|
POR-8351
| 53.5
| 206
|
low
|
night
|
Tuesday
|
highway
|
TRC00000264
| 2025-09-26T08:36:00
|
CUST8906291
| 8.591725
| 4.527804
|
Ilorin
|
ILO-2880
| 23.6
| 32
|
high
|
morning
|
Friday
|
highway
|
TRC00000265
| 2025-09-03T13:40:00
|
CUST1481231
| 4.893283
| 8.296228
|
Calabar
|
CAL-8864
| 8.5
| 200
|
medium
|
afternoon
|
Wednesday
|
commercial
|
TRC00000266
| 2025-09-25T05:22:00
|
CUST2579545
| 10.601148
| 7.393801
|
Kaduna
|
KAD-5857
| 40.1
| 147
|
low
|
morning
|
Thursday
|
residential
|
TRC00000267
| 2025-09-22T23:50:00
|
CUST6082390
| 11.970178
| 8.565664
|
Kano
|
KAN-2710
| 43.4
| 314
|
low
|
night
|
Monday
|
industrial
|
TRC00000268
| 2025-09-02T17:53:00
|
CUST6411849
| 11.950422
| 8.626478
|
Kano
|
KAN-7600
| 23.9
| 36
|
high
|
evening
|
Tuesday
|
residential
|
TRC00000269
| 2025-09-23T00:52:00
|
CUST3564211
| 6.491484
| 3.296203
|
Lagos
|
LAG-4361
| 45.5
| 314
|
low
|
night
|
Tuesday
|
residential
|
TRC00000270
| 2025-09-18T20:34:00
|
CUST8822495
| 10.433673
| 7.404872
|
Kaduna
|
KAD-4219
| 50.9
| 305
|
low
|
evening
|
Thursday
|
commercial
|
TRC00000271
| 2025-09-29T22:31:00
|
CUST6802689
| 10.009037
| 8.845031
|
Jos
|
JOS-5019
| 24.1
| 209
|
low
|
night
|
Monday
|
commercial
|
TRC00000272
| 2025-10-01T09:29:00
|
CUST9045537
| 4.81643
| 7.043016
|
Port Harcourt
|
POR-3634
| 7
| 281
|
high
|
morning
|
Wednesday
|
residential
|
TRC00000273
| 2025-09-11T23:51:00
|
CUST1990947
| 5.034824
| 8.245067
|
Calabar
|
CAL-1417
| 23.8
| 46
|
low
|
night
|
Thursday
|
highway
|
TRC00000274
| 2025-09-28T15:47:00
|
CUST5508879
| 6.471161
| 7.456583
|
Enugu
|
ENU-4906
| 1
| 282
|
medium
|
afternoon
|
Sunday
|
commercial
|
TRC00000275
| 2025-10-01T07:37:00
|
CUST5921503
| 10.542666
| 7.501521
|
Kaduna
|
KAD-5162
| 15.1
| 227
|
high
|
morning
|
Wednesday
|
residential
|
TRC00000276
| 2025-09-07T20:43:00
|
CUST1497858
| 9.852115
| 8.957401
|
Jos
|
JOS-3657
| 14.8
| 267
|
low
|
evening
|
Sunday
|
highway
|
TRC00000277
| 2025-09-22T02:29:00
|
CUST6417466
| 5.525635
| 5.701339
|
Warri
|
WAR-6978
| 43.1
| 258
|
low
|
night
|
Monday
|
commercial
|
TRC00000278
| 2025-09-07T02:44:00
|
CUST8865784
| 9.972204
| 8.87455
|
Jos
|
JOS-1775
| 13.6
| 293
|
low
|
night
|
Sunday
|
residential
|
TRC00000279
| 2025-10-01T15:05:00
|
CUST5418402
| 5.170587
| 7.268847
|
Aba
|
ABA-1791
| 8.3
| 345
|
medium
|
afternoon
|
Wednesday
|
residential
|
TRC00000280
| 2025-09-10T20:10:00
|
CUST5726671
| 10.585144
| 7.469882
|
Kaduna
|
KAD-9629
| 54
| 270
|
low
|
evening
|
Wednesday
|
residential
|
TRC00000281
| 2025-09-13T02:57:00
|
CUST4256738
| 9.909921
| 8.962016
|
Jos
|
JOS-2560
| 15.1
| 53
|
low
|
night
|
Saturday
|
residential
|
TRC00000282
| 2025-10-01T00:48:00
|
CUST5897211
| 4.866744
| 7.120758
|
Port Harcourt
|
POR-4001
| 53
| 241
|
low
|
night
|
Wednesday
|
commercial
|
TRC00000283
| 2025-09-27T22:27:00
|
CUST7519186
| 5.547137
| 5.789124
|
Warri
|
WAR-4937
| 43.5
| 132
|
low
|
night
|
Saturday
|
industrial
|
TRC00000284
| 2025-09-15T17:57:00
|
CUST3759116
| 10.444013
| 7.464204
|
Kaduna
|
KAD-9577
| 16.2
| 18
|
high
|
evening
|
Monday
|
highway
|
TRC00000285
| 2025-09-12T23:09:00
|
CUST3422940
| 6.541706
| 3.383564
|
Lagos
|
LAG-3835
| 32.1
| 232
|
low
|
night
|
Friday
|
highway
|
TRC00000286
| 2025-09-02T18:06:00
|
CUST9761598
| 11.916694
| 8.523431
|
Kano
|
KAN-9373
| 17
| 318
|
high
|
evening
|
Tuesday
|
industrial
|
TRC00000287
| 2025-10-01T22:47:00
|
CUST1880278
| 12.06733
| 8.583037
|
Kano
|
KAN-9408
| 24.7
| 317
|
low
|
night
|
Wednesday
|
residential
|
TRC00000288
| 2025-09-01T11:39:00
|
CUST4075342
| 10.490767
| 7.430381
|
Kaduna
|
KAD-6961
| 4.8
| 171
|
medium
|
morning
|
Monday
|
commercial
|
TRC00000289
| 2025-09-04T13:53:00
|
CUST4342010
| 8.527421
| 4.587847
|
Ilorin
|
ILO-2420
| 7.1
| 330
|
medium
|
afternoon
|
Thursday
|
commercial
|
TRC00000290
| 2025-09-08T11:21:00
|
CUST7126583
| 6.429166
| 5.651502
|
Benin City
|
BEN-7158
| 7.7
| 124
|
medium
|
morning
|
Monday
|
highway
|
TRC00000291
| 2025-09-17T15:39:00
|
CUST3298235
| 6.246547
| 5.594434
|
Benin City
|
BEN-6437
| 2.1
| 111
|
medium
|
afternoon
|
Wednesday
|
highway
|
TRC00000292
| 2025-09-04T17:12:00
|
CUST3049392
| 5.55653
| 5.660042
|
Warri
|
WAR-4285
| 5.2
| 27
|
high
|
evening
|
Thursday
|
residential
|
TRC00000293
| 2025-09-16T10:39:00
|
CUST9458781
| 9.154732
| 7.341432
|
Abuja
|
ABU-5851
| 3.1
| 158
|
medium
|
morning
|
Tuesday
|
commercial
|
TRC00000294
| 2025-09-17T13:13:00
|
CUST1939038
| 6.42745
| 7.586549
|
Enugu
|
ENU-9106
| 8.8
| 1
|
medium
|
afternoon
|
Wednesday
|
industrial
|
TRC00000295
| 2025-09-09T10:21:00
|
CUST1599475
| 10.569174
| 7.374734
|
Kaduna
|
KAD-3925
| 0.6
| 211
|
medium
|
morning
|
Tuesday
|
industrial
|
TRC00000296
| 2025-09-11T18:19:00
|
CUST6244192
| 7.084614
| 3.429628
|
Abeokuta
|
ABE-3580
| 26.5
| 253
|
high
|
evening
|
Thursday
|
residential
|
TRC00000297
| 2025-09-06T11:47:00
|
CUST3506650
| 7.357562
| 3.962364
|
Ibadan
|
IBA-3756
| 2.6
| 263
|
medium
|
morning
|
Saturday
|
highway
|
TRC00000298
| 2025-09-02T07:24:00
|
CUST5962879
| 6.434673
| 5.563732
|
Benin City
|
BEN-9495
| 20.9
| 28
|
high
|
morning
|
Tuesday
|
industrial
|
TRC00000299
| 2025-09-09T20:21:00
|
CUST3338826
| 4.87742
| 6.964695
|
Port Harcourt
|
POR-8356
| 24.9
| 119
|
low
|
evening
|
Tuesday
|
commercial
|
TRC00000300
| 2025-09-06T19:49:00
|
CUST3606345
| 8.551002
| 4.515107
|
Ilorin
|
ILO-4959
| 18.9
| 287
|
high
|
evening
|
Saturday
|
industrial
|
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