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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
TRC00000301
| 2025-09-16T08:47:00
|
CUST2004712
| 4.751938
| 7.117687
|
Port Harcourt
|
POR-3359
| 29.1
| 124
|
high
|
morning
|
Tuesday
|
residential
|
TRC00000302
| 2025-09-27T10:24:00
|
CUST9268985
| 6.602466
| 7.570002
|
Enugu
|
ENU-7681
| 6.4
| 103
|
medium
|
morning
|
Saturday
|
residential
|
TRC00000303
| 2025-09-13T08:34:00
|
CUST7150252
| 9.077263
| 7.436198
|
Abuja
|
ABU-7643
| 20.8
| 221
|
high
|
morning
|
Saturday
|
industrial
|
TRC00000304
| 2025-09-07T23:34:00
|
CUST5946173
| 7.243901
| 3.322266
|
Abeokuta
|
ABE-3097
| 36.5
| 139
|
low
|
night
|
Sunday
|
highway
|
TRC00000305
| 2025-09-11T12:09:00
|
CUST2931828
| 6.456093
| 3.471232
|
Lagos
|
LAG-5905
| 4.6
| 67
|
medium
|
afternoon
|
Thursday
|
residential
|
TRC00000306
| 2025-09-29T10:55:00
|
CUST8384851
| 5.111529
| 7.455495
|
Aba
|
ABA-5675
| 0.8
| 165
|
medium
|
morning
|
Monday
|
industrial
|
TRC00000307
| 2025-09-04T06:40:00
|
CUST7056092
| 9.922636
| 8.814093
|
Jos
|
JOS-8925
| 39.5
| 69
|
low
|
morning
|
Thursday
|
highway
|
TRC00000308
| 2025-09-28T22:38:00
|
CUST3573692
| 7.102976
| 3.436155
|
Abeokuta
|
ABE-6212
| 34.1
| 249
|
low
|
night
|
Sunday
|
commercial
|
TRC00000309
| 2025-09-13T02:59:00
|
CUST2838313
| 9.827923
| 8.938386
|
Jos
|
JOS-8927
| 31.3
| 215
|
low
|
night
|
Saturday
|
residential
|
TRC00000310
| 2025-09-03T13:53:00
|
CUST3933217
| 5.02528
| 8.396258
|
Calabar
|
CAL-7902
| 5.9
| 81
|
medium
|
afternoon
|
Wednesday
|
residential
|
TRC00000311
| 2025-09-14T10:20:00
|
CUST7926344
| 7.171549
| 3.3606
|
Abeokuta
|
ABE-1024
| 10
| 197
|
medium
|
morning
|
Sunday
|
commercial
|
TRC00000312
| 2025-09-23T02:37:00
|
CUST9245245
| 4.841929
| 7.036339
|
Port Harcourt
|
POR-6317
| 14.2
| 158
|
low
|
night
|
Tuesday
|
residential
|
TRC00000313
| 2025-09-22T12:19:00
|
CUST9374408
| 12.057502
| 8.520825
|
Kano
|
KAN-2393
| 4.8
| 86
|
medium
|
afternoon
|
Monday
|
residential
|
TRC00000314
| 2025-09-28T04:52:00
|
CUST4884988
| 6.449595
| 7.535637
|
Enugu
|
ENU-4722
| 45
| 24
|
low
|
night
|
Sunday
|
industrial
|
TRC00000315
| 2025-09-27T02:35:00
|
CUST6042763
| 6.18704
| 6.73058
|
Onitsha
|
ONI-4253
| 14.6
| 29
|
low
|
night
|
Saturday
|
residential
|
TRC00000316
| 2025-09-23T11:16:00
|
CUST1636673
| 5.4366
| 5.807866
|
Warri
|
WAR-3979
| 0.1
| 247
|
medium
|
morning
|
Tuesday
|
industrial
|
TRC00000317
| 2025-09-19T21:20:00
|
CUST2581827
| 9.983282
| 8.957163
|
Jos
|
JOS-9235
| 23.7
| 212
|
low
|
evening
|
Friday
|
residential
|
TRC00000318
| 2025-09-08T06:44:00
|
CUST8917875
| 6.314458
| 5.6275
|
Benin City
|
BEN-6935
| 30.7
| 195
|
low
|
morning
|
Monday
|
residential
|
TRC00000319
| 2025-09-30T00:11:00
|
CUST5855197
| 9.976747
| 8.963499
|
Jos
|
JOS-3590
| 35.2
| 32
|
low
|
night
|
Tuesday
|
highway
|
TRC00000320
| 2025-09-10T09:03:00
|
CUST6709093
| 9.898413
| 8.943387
|
Jos
|
JOS-3536
| 24.7
| 353
|
high
|
morning
|
Wednesday
|
commercial
|
TRC00000321
| 2025-09-24T09:18:00
|
CUST1806745
| 9.866502
| 8.876332
|
Jos
|
JOS-3294
| 13.5
| 312
|
high
|
morning
|
Wednesday
|
commercial
|
TRC00000322
| 2025-09-08T00:43:00
|
CUST8451649
| 8.563976
| 4.550732
|
Ilorin
|
ILO-9763
| 22.8
| 118
|
low
|
night
|
Monday
|
commercial
|
TRC00000323
| 2025-09-09T19:06:00
|
CUST9243513
| 10.533325
| 7.479331
|
Kaduna
|
KAD-6050
| 22.4
| 130
|
high
|
evening
|
Tuesday
|
industrial
|
TRC00000324
| 2025-09-13T14:45:00
|
CUST5433684
| 5.584215
| 5.700308
|
Warri
|
WAR-9021
| 1.7
| 54
|
medium
|
afternoon
|
Saturday
|
highway
|
TRC00000325
| 2025-09-21T12:46:00
|
CUST1407059
| 6.464207
| 7.452649
|
Enugu
|
ENU-3765
| 6.1
| 173
|
medium
|
afternoon
|
Sunday
|
commercial
|
TRC00000326
| 2025-09-25T09:42:00
|
CUST5702165
| 8.437663
| 4.616211
|
Ilorin
|
ILO-3513
| 29.8
| 339
|
high
|
morning
|
Thursday
|
residential
|
TRC00000327
| 2025-09-15T00:37:00
|
CUST8554224
| 5.037409
| 7.397418
|
Aba
|
ABA-6320
| 37.4
| 119
|
low
|
night
|
Monday
|
commercial
|
TRC00000328
| 2025-09-11T15:29:00
|
CUST7319100
| 6.484985
| 3.303016
|
Lagos
|
LAG-8668
| 2.6
| 269
|
medium
|
afternoon
|
Thursday
|
highway
|
TRC00000329
| 2025-09-04T00:39:00
|
CUST6433662
| 6.301377
| 5.608225
|
Benin City
|
BEN-8447
| 12.9
| 111
|
low
|
night
|
Thursday
|
residential
|
TRC00000330
| 2025-09-05T12:49:00
|
CUST6688974
| 7.358112
| 3.946927
|
Ibadan
|
IBA-8297
| 2
| 208
|
medium
|
afternoon
|
Friday
|
residential
|
TRC00000331
| 2025-09-26T09:49:00
|
CUST3005733
| 4.870994
| 8.373328
|
Calabar
|
CAL-3742
| 24.5
| 354
|
high
|
morning
|
Friday
|
residential
|
TRC00000332
| 2025-09-06T16:19:00
|
CUST3750880
| 5.559059
| 5.721552
|
Warri
|
WAR-5673
| 6.7
| 13
|
medium
|
afternoon
|
Saturday
|
commercial
|
TRC00000333
| 2025-09-24T15:23:00
|
CUST6816521
| 5.127036
| 7.332421
|
Aba
|
ABA-2479
| 9.3
| 357
|
medium
|
afternoon
|
Wednesday
|
residential
|
TRC00000334
| 2025-09-21T12:44:00
|
CUST9607584
| 9.893837
| 8.793332
|
Jos
|
JOS-5213
| 6
| 126
|
medium
|
afternoon
|
Sunday
|
commercial
|
TRC00000335
| 2025-09-24T10:06:00
|
CUST1614794
| 5.549756
| 5.650498
|
Warri
|
WAR-1630
| 9.6
| 229
|
medium
|
morning
|
Wednesday
|
residential
|
TRC00000336
| 2025-09-22T21:43:00
|
CUST5794404
| 9.991612
| 8.837407
|
Jos
|
JOS-2315
| 43.4
| 275
|
low
|
evening
|
Monday
|
residential
|
TRC00000337
| 2025-09-15T03:16:00
|
CUST2484966
| 7.19432
| 3.45463
|
Abeokuta
|
ABE-8777
| 21.2
| 293
|
low
|
night
|
Monday
|
residential
|
TRC00000338
| 2025-09-15T01:19:00
|
CUST3799105
| 9.846291
| 8.936604
|
Jos
|
JOS-4982
| 51.3
| 134
|
low
|
night
|
Monday
|
residential
|
TRC00000339
| 2025-09-23T01:24:00
|
CUST9775603
| 9.871935
| 8.835297
|
Jos
|
JOS-6224
| 37.5
| 26
|
low
|
night
|
Tuesday
|
residential
|
TRC00000340
| 2025-09-04T23:35:00
|
CUST3254849
| 7.188965
| 3.444689
|
Abeokuta
|
ABE-6816
| 39.9
| 347
|
low
|
night
|
Thursday
|
commercial
|
TRC00000341
| 2025-09-30T20:55:00
|
CUST1944565
| 6.40044
| 5.580739
|
Benin City
|
BEN-1557
| 21.5
| 349
|
low
|
evening
|
Tuesday
|
commercial
|
TRC00000342
| 2025-09-16T09:43:00
|
CUST8782241
| 6.613461
| 3.463066
|
Lagos
|
LAG-9000
| 24
| 206
|
high
|
morning
|
Tuesday
|
industrial
|
TRC00000343
| 2025-10-01T14:58:00
|
CUST1649756
| 6.526301
| 7.4579
|
Enugu
|
ENU-7942
| 8.6
| 291
|
medium
|
afternoon
|
Wednesday
|
industrial
|
TRC00000344
| 2025-09-29T06:36:00
|
CUST7887642
| 6.432986
| 7.564729
|
Enugu
|
ENU-8463
| 52.9
| 301
|
low
|
morning
|
Monday
|
highway
|
TRC00000345
| 2025-09-15T06:41:00
|
CUST3152933
| 10.573279
| 7.400884
|
Kaduna
|
KAD-8103
| 45.7
| 218
|
low
|
morning
|
Monday
|
commercial
|
TRC00000346
| 2025-09-24T12:38:00
|
CUST2798316
| 5.440506
| 5.720388
|
Warri
|
WAR-9536
| 4.1
| 59
|
medium
|
afternoon
|
Wednesday
|
industrial
|
TRC00000347
| 2025-09-21T00:03:00
|
CUST7599607
| 6.239466
| 5.58189
|
Benin City
|
BEN-6178
| 44.9
| 275
|
low
|
night
|
Sunday
|
commercial
|
TRC00000348
| 2025-09-17T13:35:00
|
CUST3887895
| 5.568324
| 5.657622
|
Warri
|
WAR-9548
| 0.2
| 38
|
medium
|
afternoon
|
Wednesday
|
residential
|
TRC00000349
| 2025-09-17T08:58:00
|
CUST7909967
| 6.434627
| 7.484719
|
Enugu
|
ENU-5716
| 13
| 188
|
high
|
morning
|
Wednesday
|
industrial
|
TRC00000350
| 2025-09-04T07:11:00
|
CUST4047119
| 7.423243
| 3.929251
|
Ibadan
|
IBA-5504
| 17.3
| 181
|
high
|
morning
|
Thursday
|
commercial
|
TRC00000351
| 2025-09-01T11:18:00
|
CUST5085501
| 6.123032
| 6.803976
|
Onitsha
|
ONI-4317
| 3.9
| 148
|
medium
|
morning
|
Monday
|
residential
|
TRC00000352
| 2025-09-12T18:56:00
|
CUST5773668
| 10.012155
| 8.832369
|
Jos
|
JOS-9888
| 15.9
| 339
|
high
|
evening
|
Friday
|
industrial
|
TRC00000353
| 2025-09-20T21:04:00
|
CUST9407279
| 6.62422
| 7.605715
|
Enugu
|
ENU-3308
| 59.5
| 271
|
low
|
evening
|
Saturday
|
commercial
|
TRC00000354
| 2025-09-26T13:10:00
|
CUST3930851
| 8.531854
| 4.512134
|
Ilorin
|
ILO-1821
| 6.2
| 206
|
medium
|
afternoon
|
Friday
|
residential
|
TRC00000355
| 2025-09-12T22:56:00
|
CUST6677509
| 7.188234
| 3.388899
|
Abeokuta
|
ABE-1937
| 58.7
| 261
|
low
|
night
|
Friday
|
commercial
|
TRC00000356
| 2025-09-08T14:57:00
|
CUST4684219
| 5.123503
| 7.274853
|
Aba
|
ABA-6597
| 4
| 113
|
medium
|
afternoon
|
Monday
|
commercial
|
TRC00000357
| 2025-09-27T02:25:00
|
CUST8340127
| 11.988346
| 8.511078
|
Kano
|
KAN-1947
| 28
| 244
|
low
|
night
|
Saturday
|
commercial
|
TRC00000358
| 2025-10-01T23:23:00
|
CUST8225434
| 4.849182
| 7.012861
|
Port Harcourt
|
POR-8355
| 59.7
| 322
|
low
|
night
|
Wednesday
|
residential
|
TRC00000359
| 2025-09-09T07:22:00
|
CUST6599518
| 9.150855
| 7.413636
|
Abuja
|
ABU-8015
| 28.2
| 91
|
high
|
morning
|
Tuesday
|
commercial
|
TRC00000360
| 2025-09-23T22:55:00
|
CUST6052018
| 8.405065
| 4.631453
|
Ilorin
|
ILO-9418
| 39.7
| 149
|
low
|
night
|
Tuesday
|
commercial
|
TRC00000361
| 2025-09-15T21:10:00
|
CUST1895833
| 7.173236
| 3.391233
|
Abeokuta
|
ABE-5463
| 47.7
| 60
|
low
|
evening
|
Monday
|
highway
|
TRC00000362
| 2025-09-19T02:15:00
|
CUST6128399
| 6.105458
| 6.748268
|
Onitsha
|
ONI-5150
| 43.7
| 312
|
low
|
night
|
Friday
|
commercial
|
TRC00000363
| 2025-09-30T14:33:00
|
CUST9829908
| 6.410602
| 5.61964
|
Benin City
|
BEN-5912
| 9.7
| 255
|
medium
|
afternoon
|
Tuesday
|
commercial
|
TRC00000364
| 2025-09-28T21:49:00
|
CUST1278079
| 8.500314
| 4.491586
|
Ilorin
|
ILO-2153
| 36.1
| 341
|
low
|
evening
|
Sunday
|
residential
|
TRC00000365
| 2025-09-17T01:10:00
|
CUST6507986
| 12.089933
| 8.50994
|
Kano
|
KAN-8448
| 46.7
| 164
|
low
|
night
|
Wednesday
|
commercial
|
TRC00000366
| 2025-09-29T10:07:00
|
CUST3771507
| 4.727447
| 7.065869
|
Port Harcourt
|
POR-1680
| 8.6
| 168
|
medium
|
morning
|
Monday
|
industrial
|
TRC00000367
| 2025-09-17T23:42:00
|
CUST7312454
| 6.263451
| 6.758713
|
Onitsha
|
ONI-6761
| 13.9
| 14
|
low
|
night
|
Wednesday
|
residential
|
TRC00000368
| 2025-09-10T17:26:00
|
CUST2613728
| 6.528752
| 3.457231
|
Lagos
|
LAG-7222
| 22.5
| 233
|
high
|
evening
|
Wednesday
|
industrial
|
TRC00000369
| 2025-09-20T23:33:00
|
CUST4070748
| 5.487303
| 5.675948
|
Warri
|
WAR-5448
| 57.2
| 203
|
low
|
night
|
Saturday
|
industrial
|
TRC00000370
| 2025-09-02T07:45:00
|
CUST6405162
| 5.02206
| 8.383042
|
Calabar
|
CAL-3523
| 11.9
| 7
|
high
|
morning
|
Tuesday
|
commercial
|
TRC00000371
| 2025-09-08T14:03:00
|
CUST5439832
| 7.080297
| 3.32991
|
Abeokuta
|
ABE-4900
| 8.7
| 173
|
medium
|
afternoon
|
Monday
|
highway
|
TRC00000372
| 2025-09-24T17:40:00
|
CUST4969025
| 6.53173
| 7.426883
|
Enugu
|
ENU-3489
| 16.8
| 2
|
high
|
evening
|
Wednesday
|
highway
|
TRC00000373
| 2025-09-26T14:12:00
|
CUST1270383
| 6.210678
| 6.774701
|
Onitsha
|
ONI-5463
| 8.2
| 254
|
medium
|
afternoon
|
Friday
|
highway
|
TRC00000374
| 2025-09-04T03:07:00
|
CUST9965495
| 6.522544
| 7.505218
|
Enugu
|
ENU-4948
| 53.6
| 137
|
low
|
night
|
Thursday
|
residential
|
TRC00000375
| 2025-09-04T14:19:00
|
CUST3155947
| 9.083718
| 7.459092
|
Abuja
|
ABU-4810
| 2.4
| 254
|
medium
|
afternoon
|
Thursday
|
highway
|
TRC00000376
| 2025-09-26T16:15:00
|
CUST6037894
| 7.325757
| 3.921608
|
Ibadan
|
IBA-8310
| 4.4
| 16
|
medium
|
afternoon
|
Friday
|
industrial
|
TRC00000377
| 2025-09-09T18:43:00
|
CUST3738498
| 4.726266
| 7.089844
|
Port Harcourt
|
POR-1988
| 12.6
| 249
|
high
|
evening
|
Tuesday
|
residential
|
TRC00000378
| 2025-09-14T12:12:00
|
CUST1683258
| 4.864964
| 8.364704
|
Calabar
|
CAL-7719
| 0.3
| 211
|
medium
|
afternoon
|
Sunday
|
highway
|
TRC00000379
| 2025-09-16T08:51:00
|
CUST1018665
| 6.619906
| 7.567484
|
Enugu
|
ENU-5781
| 24.7
| 207
|
high
|
morning
|
Tuesday
|
residential
|
TRC00000380
| 2025-09-10T21:07:00
|
CUST6127546
| 7.399631
| 3.887703
|
Ibadan
|
IBA-8606
| 41.2
| 122
|
low
|
evening
|
Wednesday
|
residential
|
TRC00000381
| 2025-09-08T18:29:00
|
CUST7658166
| 5.173539
| 7.42447
|
Aba
|
ABA-8864
| 17.7
| 278
|
high
|
evening
|
Monday
|
commercial
|
TRC00000382
| 2025-09-16T00:28:00
|
CUST6830345
| 4.761948
| 7.012825
|
Port Harcourt
|
POR-5262
| 32.1
| 160
|
low
|
night
|
Tuesday
|
commercial
|
TRC00000383
| 2025-09-12T12:43:00
|
CUST9591651
| 9.900812
| 8.891829
|
Jos
|
JOS-5445
| 4.9
| 333
|
medium
|
afternoon
|
Friday
|
industrial
|
TRC00000384
| 2025-09-27T10:55:00
|
CUST4451961
| 6.615647
| 3.450362
|
Lagos
|
LAG-7465
| 2.2
| 99
|
medium
|
morning
|
Saturday
|
highway
|
TRC00000385
| 2025-09-30T16:53:00
|
CUST6490766
| 8.586423
| 4.573344
|
Ilorin
|
ILO-5484
| 4.7
| 198
|
medium
|
afternoon
|
Tuesday
|
residential
|
TRC00000386
| 2025-10-01T22:58:00
|
CUST8738613
| 6.240162
| 6.871185
|
Onitsha
|
ONI-9193
| 51.6
| 48
|
low
|
night
|
Wednesday
|
commercial
|
TRC00000387
| 2025-09-07T17:30:00
|
CUST8510002
| 9.823738
| 8.972898
|
Jos
|
JOS-5971
| 9.2
| 301
|
high
|
evening
|
Sunday
|
industrial
|
TRC00000388
| 2025-09-10T06:11:00
|
CUST2753343
| 4.787524
| 6.996023
|
Port Harcourt
|
POR-3191
| 24.7
| 282
|
low
|
morning
|
Wednesday
|
industrial
|
TRC00000389
| 2025-09-18T21:20:00
|
CUST6419765
| 6.494003
| 3.420395
|
Lagos
|
LAG-5835
| 31.6
| 168
|
low
|
evening
|
Thursday
|
residential
|
TRC00000390
| 2025-09-07T10:12:00
|
CUST4679486
| 8.520988
| 4.630009
|
Ilorin
|
ILO-8509
| 3.8
| 194
|
medium
|
morning
|
Sunday
|
commercial
|
TRC00000391
| 2025-09-12T18:52:00
|
CUST1089069
| 9.054057
| 7.361671
|
Abuja
|
ABU-4138
| 18.8
| 102
|
high
|
evening
|
Friday
|
residential
|
TRC00000392
| 2025-09-23T14:00:00
|
CUST5839528
| 6.362474
| 5.664763
|
Benin City
|
BEN-6012
| 9.7
| 157
|
medium
|
afternoon
|
Tuesday
|
commercial
|
TRC00000393
| 2025-09-28T17:08:00
|
CUST2466456
| 10.00068
| 8.804632
|
Jos
|
JOS-5250
| 13.8
| 114
|
high
|
evening
|
Sunday
|
commercial
|
TRC00000394
| 2025-09-17T19:53:00
|
CUST8481562
| 6.143871
| 6.771819
|
Onitsha
|
ONI-8704
| 14.5
| 212
|
high
|
evening
|
Wednesday
|
residential
|
TRC00000395
| 2025-09-13T13:22:00
|
CUST8503548
| 9.948985
| 8.798553
|
Jos
|
JOS-6854
| 2.4
| 230
|
medium
|
afternoon
|
Saturday
|
residential
|
TRC00000396
| 2025-10-01T20:18:00
|
CUST9088351
| 7.223646
| 3.353366
|
Abeokuta
|
ABE-4270
| 33.1
| 279
|
low
|
evening
|
Wednesday
|
residential
|
TRC00000397
| 2025-09-03T02:04:00
|
CUST4545834
| 5.083852
| 7.341306
|
Aba
|
ABA-9233
| 37.5
| 59
|
low
|
night
|
Wednesday
|
residential
|
TRC00000398
| 2025-09-14T13:52:00
|
CUST9501437
| 4.914818
| 8.375032
|
Calabar
|
CAL-1890
| 3.1
| 106
|
medium
|
afternoon
|
Sunday
|
residential
|
TRC00000399
| 2025-09-16T01:33:00
|
CUST2715136
| 7.211823
| 3.358034
|
Abeokuta
|
ABE-3650
| 25
| 254
|
low
|
night
|
Tuesday
|
commercial
|
TRC00000400
| 2025-09-27T14:44:00
|
CUST8502156
| 5.190378
| 7.372895
|
Aba
|
ABA-4223
| 8.6
| 216
|
medium
|
afternoon
|
Saturday
|
residential
|
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