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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
TRC00000101
| 2025-09-14T02:29:00
|
CUST9079678
| 8.462996
| 4.463134
|
Ilorin
|
ILO-2212
| 53
| 154
|
low
|
night
|
Sunday
|
residential
|
TRC00000102
| 2025-09-21T20:55:00
|
CUST2143137
| 8.524207
| 4.598984
|
Ilorin
|
ILO-3808
| 23.8
| 132
|
low
|
evening
|
Sunday
|
residential
|
TRC00000103
| 2025-09-15T15:18:00
|
CUST8254288
| 7.233337
| 3.337841
|
Abeokuta
|
ABE-5570
| 4.1
| 11
|
medium
|
afternoon
|
Monday
|
residential
|
TRC00000104
| 2025-09-16T06:34:00
|
CUST2669304
| 4.732838
| 7.04491
|
Port Harcourt
|
POR-3072
| 43.6
| 262
|
low
|
morning
|
Tuesday
|
residential
|
TRC00000105
| 2025-09-23T12:16:00
|
CUST1207269
| 6.592078
| 3.383542
|
Lagos
|
LAG-3483
| 7.3
| 171
|
medium
|
afternoon
|
Tuesday
|
residential
|
TRC00000106
| 2025-09-08T07:32:00
|
CUST2233421
| 8.555855
| 4.55685
|
Ilorin
|
ILO-9685
| 26.2
| 196
|
high
|
morning
|
Monday
|
residential
|
TRC00000107
| 2025-09-22T12:55:00
|
CUST1310062
| 6.43953
| 3.391702
|
Lagos
|
LAG-4401
| 2.7
| 5
|
medium
|
afternoon
|
Monday
|
commercial
|
TRC00000108
| 2025-09-06T07:04:00
|
CUST6743988
| 10.010379
| 8.981752
|
Jos
|
JOS-5501
| 25.3
| 292
|
high
|
morning
|
Saturday
|
commercial
|
TRC00000109
| 2025-09-07T17:16:00
|
CUST3929648
| 6.472819
| 7.466486
|
Enugu
|
ENU-2454
| 17.8
| 293
|
high
|
evening
|
Sunday
|
residential
|
TRC00000110
| 2025-09-15T22:57:00
|
CUST1739706
| 6.428185
| 3.391569
|
Lagos
|
LAG-8265
| 31.9
| 211
|
low
|
night
|
Monday
|
commercial
|
TRC00000111
| 2025-09-12T14:24:00
|
CUST4417102
| 4.905931
| 8.256479
|
Calabar
|
CAL-4481
| 3.4
| 227
|
medium
|
afternoon
|
Friday
|
commercial
|
TRC00000112
| 2025-09-02T01:05:00
|
CUST1453113
| 9.98383
| 8.954454
|
Jos
|
JOS-1707
| 40.4
| 186
|
low
|
night
|
Tuesday
|
residential
|
TRC00000113
| 2025-09-26T18:48:00
|
CUST6797573
| 6.336624
| 5.663607
|
Benin City
|
BEN-8635
| 15.4
| 21
|
high
|
evening
|
Friday
|
residential
|
TRC00000114
| 2025-09-02T06:09:00
|
CUST6485847
| 7.051849
| 3.376015
|
Abeokuta
|
ABE-5339
| 53.5
| 108
|
low
|
morning
|
Tuesday
|
residential
|
TRC00000115
| 2025-09-04T06:36:00
|
CUST1277379
| 9.887381
| 8.918847
|
Jos
|
JOS-4473
| 13
| 98
|
low
|
morning
|
Thursday
|
residential
|
TRC00000116
| 2025-09-19T22:31:00
|
CUST3259476
| 7.418288
| 3.984947
|
Ibadan
|
IBA-5633
| 38.4
| 344
|
low
|
night
|
Friday
|
residential
|
TRC00000117
| 2025-09-30T01:47:00
|
CUST9106599
| 7.31851
| 3.855066
|
Ibadan
|
IBA-6613
| 33.2
| 120
|
low
|
night
|
Tuesday
|
industrial
|
TRC00000118
| 2025-09-20T10:03:00
|
CUST5434907
| 6.612058
| 3.451668
|
Lagos
|
LAG-9424
| 6.1
| 38
|
medium
|
morning
|
Saturday
|
highway
|
TRC00000119
| 2025-09-29T06:50:00
|
CUST7184981
| 4.986918
| 8.440506
|
Calabar
|
CAL-2786
| 57
| 147
|
low
|
morning
|
Monday
|
residential
|
TRC00000120
| 2025-09-25T18:07:00
|
CUST1293206
| 6.613165
| 7.422919
|
Enugu
|
ENU-7900
| 20.6
| 349
|
high
|
evening
|
Thursday
|
commercial
|
TRC00000121
| 2025-09-30T15:44:00
|
CUST3479624
| 6.163894
| 6.783886
|
Onitsha
|
ONI-8988
| 4.4
| 84
|
medium
|
afternoon
|
Tuesday
|
residential
|
TRC00000122
| 2025-09-12T15:00:00
|
CUST5687861
| 5.213439
| 7.449408
|
Aba
|
ABA-4827
| 7.8
| 25
|
medium
|
afternoon
|
Friday
|
industrial
|
TRC00000123
| 2025-09-26T11:37:00
|
CUST5223833
| 7.189356
| 3.341037
|
Abeokuta
|
ABE-8465
| 7.4
| 263
|
medium
|
morning
|
Friday
|
residential
|
TRC00000124
| 2025-09-17T00:43:00
|
CUST6614818
| 9.890822
| 8.874281
|
Jos
|
JOS-4135
| 33
| 46
|
low
|
night
|
Wednesday
|
residential
|
TRC00000125
| 2025-10-01T03:25:00
|
CUST8302834
| 11.908188
| 8.643701
|
Kano
|
KAN-5955
| 47
| 149
|
low
|
night
|
Wednesday
|
commercial
|
TRC00000126
| 2025-09-23T16:37:00
|
CUST3206782
| 9.014108
| 7.428634
|
Abuja
|
ABU-7125
| 3.3
| 338
|
medium
|
afternoon
|
Tuesday
|
highway
|
TRC00000127
| 2025-09-29T01:58:00
|
CUST2070981
| 7.44448
| 3.869405
|
Ibadan
|
IBA-6931
| 16.7
| 27
|
low
|
night
|
Monday
|
commercial
|
TRC00000128
| 2025-09-01T03:52:00
|
CUST8452011
| 7.376068
| 4.011918
|
Ibadan
|
IBA-7952
| 55.8
| 4
|
low
|
night
|
Monday
|
residential
|
TRC00000129
| 2025-09-15T11:25:00
|
CUST7559183
| 4.903468
| 6.985263
|
Port Harcourt
|
POR-9277
| 7.6
| 180
|
medium
|
morning
|
Monday
|
residential
|
TRC00000130
| 2025-09-30T01:09:00
|
CUST1752164
| 8.57717
| 4.595429
|
Ilorin
|
ILO-5607
| 59.1
| 136
|
low
|
night
|
Tuesday
|
residential
|
TRC00000131
| 2025-09-15T05:37:00
|
CUST8350252
| 4.744635
| 7.096131
|
Port Harcourt
|
POR-8436
| 12.3
| 264
|
low
|
morning
|
Monday
|
commercial
|
TRC00000132
| 2025-09-15T12:15:00
|
CUST6687162
| 6.101301
| 6.804172
|
Onitsha
|
ONI-6635
| 9.2
| 340
|
medium
|
afternoon
|
Monday
|
highway
|
TRC00000133
| 2025-09-18T21:02:00
|
CUST9142254
| 6.507262
| 7.432891
|
Enugu
|
ENU-6981
| 20.2
| 203
|
low
|
evening
|
Thursday
|
residential
|
TRC00000134
| 2025-09-12T12:05:00
|
CUST8115507
| 5.528022
| 5.746831
|
Warri
|
WAR-1579
| 7.6
| 73
|
medium
|
afternoon
|
Friday
|
industrial
|
TRC00000135
| 2025-09-19T00:07:00
|
CUST2345812
| 5.470072
| 5.81131
|
Warri
|
WAR-1299
| 58.4
| 336
|
low
|
night
|
Friday
|
industrial
|
TRC00000136
| 2025-09-21T01:09:00
|
CUST3788302
| 6.37295
| 5.549858
|
Benin City
|
BEN-6981
| 10.5
| 108
|
low
|
night
|
Sunday
|
residential
|
TRC00000137
| 2025-09-28T15:55:00
|
CUST4062625
| 4.982934
| 8.417186
|
Calabar
|
CAL-4489
| 1.7
| 138
|
medium
|
afternoon
|
Sunday
|
residential
|
TRC00000138
| 2025-09-20T14:19:00
|
CUST9063378
| 7.086066
| 3.274463
|
Abeokuta
|
ABE-5037
| 9.1
| 71
|
medium
|
afternoon
|
Saturday
|
commercial
|
TRC00000139
| 2025-09-19T08:50:00
|
CUST1319089
| 6.412161
| 5.574543
|
Benin City
|
BEN-2927
| 29
| 18
|
high
|
morning
|
Friday
|
residential
|
TRC00000140
| 2025-09-30T20:15:00
|
CUST4159056
| 6.125224
| 6.827228
|
Onitsha
|
ONI-5733
| 55.4
| 139
|
low
|
evening
|
Tuesday
|
residential
|
TRC00000141
| 2025-10-01T14:56:00
|
CUST9457036
| 6.573978
| 3.316569
|
Lagos
|
LAG-6405
| 9.8
| 212
|
medium
|
afternoon
|
Wednesday
|
commercial
|
TRC00000142
| 2025-09-30T08:30:00
|
CUST7292691
| 7.310987
| 3.961525
|
Ibadan
|
IBA-6219
| 13.7
| 161
|
high
|
morning
|
Tuesday
|
residential
|
TRC00000143
| 2025-09-16T02:56:00
|
CUST2178932
| 9.86613
| 8.897588
|
Jos
|
JOS-3902
| 54
| 121
|
low
|
night
|
Tuesday
|
commercial
|
TRC00000144
| 2025-09-03T16:11:00
|
CUST3193194
| 5.092145
| 7.284176
|
Aba
|
ABA-7247
| 8.3
| 189
|
medium
|
afternoon
|
Wednesday
|
residential
|
TRC00000145
| 2025-09-29T05:56:00
|
CUST8865988
| 5.599881
| 5.765876
|
Warri
|
WAR-3518
| 57.8
| 132
|
low
|
morning
|
Monday
|
residential
|
TRC00000146
| 2025-10-01T23:15:00
|
CUST8256537
| 5.578941
| 5.738899
|
Warri
|
WAR-4383
| 29.6
| 179
|
low
|
night
|
Wednesday
|
commercial
|
TRC00000147
| 2025-09-26T07:07:00
|
CUST1397076
| 10.56708
| 7.36341
|
Kaduna
|
KAD-9815
| 24
| 37
|
high
|
morning
|
Friday
|
residential
|
TRC00000148
| 2025-09-06T13:01:00
|
CUST6280922
| 5.158472
| 7.367673
|
Aba
|
ABA-2464
| 0.2
| 83
|
medium
|
afternoon
|
Saturday
|
commercial
|
TRC00000149
| 2025-09-02T13:10:00
|
CUST2742385
| 6.529118
| 7.467457
|
Enugu
|
ENU-5236
| 5.4
| 298
|
medium
|
afternoon
|
Tuesday
|
commercial
|
TRC00000150
| 2025-09-04T23:07:00
|
CUST7738068
| 7.096433
| 3.332265
|
Abeokuta
|
ABE-9738
| 40.2
| 292
|
low
|
night
|
Thursday
|
residential
|
TRC00000151
| 2025-09-22T05:17:00
|
CUST9163892
| 6.597368
| 3.281573
|
Lagos
|
LAG-1052
| 26.5
| 310
|
low
|
morning
|
Monday
|
commercial
|
TRC00000152
| 2025-09-19T23:59:00
|
CUST8739986
| 5.167898
| 7.334063
|
Aba
|
ABA-4456
| 44.8
| 172
|
low
|
night
|
Friday
|
commercial
|
TRC00000153
| 2025-09-11T14:32:00
|
CUST1650874
| 9.074965
| 7.493216
|
Abuja
|
ABU-6495
| 5.5
| 357
|
medium
|
afternoon
|
Thursday
|
commercial
|
TRC00000154
| 2025-09-26T02:22:00
|
CUST6754472
| 10.481122
| 7.505591
|
Kaduna
|
KAD-3235
| 48.7
| 302
|
low
|
night
|
Friday
|
industrial
|
TRC00000155
| 2025-09-08T05:23:00
|
CUST7078493
| 8.989958
| 7.317569
|
Abuja
|
ABU-3127
| 57.3
| 346
|
low
|
morning
|
Monday
|
commercial
|
TRC00000156
| 2025-09-18T21:25:00
|
CUST2913175
| 8.40146
| 4.463462
|
Ilorin
|
ILO-3379
| 16.8
| 24
|
low
|
evening
|
Thursday
|
residential
|
TRC00000157
| 2025-09-25T22:17:00
|
CUST9852802
| 5.563468
| 5.721742
|
Warri
|
WAR-1335
| 46.3
| 282
|
low
|
night
|
Thursday
|
residential
|
TRC00000158
| 2025-09-22T01:50:00
|
CUST1601106
| 6.422498
| 5.698594
|
Benin City
|
BEN-3546
| 40.5
| 251
|
low
|
night
|
Monday
|
residential
|
TRC00000159
| 2025-09-05T00:04:00
|
CUST9948642
| 5.029624
| 8.275147
|
Calabar
|
CAL-5830
| 57.9
| 281
|
low
|
night
|
Friday
|
commercial
|
TRC00000160
| 2025-09-10T01:23:00
|
CUST3083116
| 5.428638
| 5.679681
|
Warri
|
WAR-8707
| 23.8
| 314
|
low
|
night
|
Wednesday
|
residential
|
TRC00000161
| 2025-09-02T07:48:00
|
CUST2875250
| 4.894018
| 8.327262
|
Calabar
|
CAL-2287
| 13.6
| 274
|
high
|
morning
|
Tuesday
|
commercial
|
TRC00000162
| 2025-09-07T21:21:00
|
CUST6860076
| 8.405016
| 4.583221
|
Ilorin
|
ILO-6152
| 37.7
| 132
|
low
|
evening
|
Sunday
|
residential
|
TRC00000163
| 2025-09-18T07:23:00
|
CUST5251903
| 4.785775
| 7.118305
|
Port Harcourt
|
POR-6862
| 12.2
| 289
|
high
|
morning
|
Thursday
|
commercial
|
TRC00000164
| 2025-09-26T23:29:00
|
CUST4608118
| 6.533944
| 7.54678
|
Enugu
|
ENU-7681
| 48.8
| 267
|
low
|
night
|
Friday
|
industrial
|
TRC00000165
| 2025-09-21T06:10:00
|
CUST9484525
| 4.791596
| 7.017834
|
Port Harcourt
|
POR-9073
| 23.7
| 94
|
low
|
morning
|
Sunday
|
commercial
|
TRC00000166
| 2025-09-24T11:50:00
|
CUST9106707
| 6.280746
| 5.552924
|
Benin City
|
BEN-3247
| 0.6
| 163
|
medium
|
morning
|
Wednesday
|
commercial
|
TRC00000167
| 2025-09-28T13:16:00
|
CUST8517470
| 4.736714
| 7.092568
|
Port Harcourt
|
POR-6971
| 0.3
| 215
|
medium
|
afternoon
|
Sunday
|
commercial
|
TRC00000168
| 2025-09-17T17:44:00
|
CUST9492773
| 4.883617
| 6.966534
|
Port Harcourt
|
POR-1400
| 13.7
| 183
|
high
|
evening
|
Wednesday
|
residential
|
TRC00000169
| 2025-09-16T23:40:00
|
CUST5693757
| 9.854224
| 8.844686
|
Jos
|
JOS-5494
| 25.8
| 341
|
low
|
night
|
Tuesday
|
commercial
|
TRC00000170
| 2025-09-19T22:22:00
|
CUST2885226
| 6.201221
| 6.688377
|
Onitsha
|
ONI-7657
| 33.2
| 294
|
low
|
night
|
Friday
|
residential
|
TRC00000171
| 2025-09-26T08:35:00
|
CUST3121279
| 7.141868
| 3.354512
|
Abeokuta
|
ABE-2605
| 6.4
| 141
|
high
|
morning
|
Friday
|
industrial
|
TRC00000172
| 2025-09-29T13:16:00
|
CUST8770836
| 7.20902
| 3.282439
|
Abeokuta
|
ABE-1962
| 2.1
| 171
|
medium
|
afternoon
|
Monday
|
residential
|
TRC00000173
| 2025-09-26T02:39:00
|
CUST1470843
| 4.941111
| 8.388046
|
Calabar
|
CAL-9596
| 28.2
| 76
|
low
|
night
|
Friday
|
residential
|
TRC00000174
| 2025-09-22T04:41:00
|
CUST3862224
| 4.901113
| 7.140436
|
Port Harcourt
|
POR-6836
| 40.4
| 62
|
low
|
night
|
Monday
|
residential
|
TRC00000175
| 2025-09-01T23:23:00
|
CUST2669904
| 11.965268
| 8.596894
|
Kano
|
KAN-6556
| 34.5
| 230
|
low
|
night
|
Monday
|
highway
|
TRC00000176
| 2025-09-15T09:57:00
|
CUST9939607
| 6.606223
| 3.35432
|
Lagos
|
LAG-7555
| 23.5
| 208
|
high
|
morning
|
Monday
|
residential
|
TRC00000177
| 2025-09-25T20:21:00
|
CUST1001104
| 7.419673
| 3.988858
|
Ibadan
|
IBA-5923
| 31.5
| 264
|
low
|
evening
|
Thursday
|
commercial
|
TRC00000178
| 2025-09-16T13:43:00
|
CUST9418984
| 9.958352
| 8.880053
|
Jos
|
JOS-9767
| 3.9
| 236
|
medium
|
afternoon
|
Tuesday
|
residential
|
TRC00000179
| 2025-09-29T04:21:00
|
CUST3111533
| 5.577203
| 5.661698
|
Warri
|
WAR-1259
| 34
| 201
|
low
|
night
|
Monday
|
commercial
|
TRC00000180
| 2025-09-13T08:49:00
|
CUST6042774
| 9.937266
| 8.807073
|
Jos
|
JOS-8487
| 13.6
| 179
|
high
|
morning
|
Saturday
|
residential
|
TRC00000181
| 2025-09-11T08:39:00
|
CUST5207691
| 6.435129
| 7.549401
|
Enugu
|
ENU-4243
| 28.4
| 232
|
high
|
morning
|
Thursday
|
residential
|
TRC00000182
| 2025-09-15T00:25:00
|
CUST3638454
| 7.328891
| 3.917024
|
Ibadan
|
IBA-3012
| 38.1
| 259
|
low
|
night
|
Monday
|
commercial
|
TRC00000183
| 2025-09-01T10:05:00
|
CUST9237778
| 7.476371
| 3.877332
|
Ibadan
|
IBA-2741
| 1.2
| 216
|
medium
|
morning
|
Monday
|
residential
|
TRC00000184
| 2025-09-19T05:03:00
|
CUST1782007
| 7.193838
| 3.372405
|
Abeokuta
|
ABE-4709
| 14.1
| 276
|
low
|
morning
|
Friday
|
commercial
|
TRC00000185
| 2025-09-28T12:50:00
|
CUST2396506
| 9.875545
| 8.972201
|
Jos
|
JOS-9015
| 0.3
| 348
|
medium
|
afternoon
|
Sunday
|
commercial
|
TRC00000186
| 2025-09-08T20:01:00
|
CUST5967868
| 5.545455
| 5.75744
|
Warri
|
WAR-2805
| 52.2
| 248
|
low
|
evening
|
Monday
|
commercial
|
TRC00000187
| 2025-09-02T19:01:00
|
CUST2342197
| 6.535044
| 7.522654
|
Enugu
|
ENU-5484
| 17
| 292
|
high
|
evening
|
Tuesday
|
highway
|
TRC00000188
| 2025-09-16T22:04:00
|
CUST1279457
| 7.088852
| 3.361202
|
Abeokuta
|
ABE-2563
| 57.4
| 217
|
low
|
night
|
Tuesday
|
industrial
|
TRC00000189
| 2025-09-07T06:51:00
|
CUST9352579
| 6.408845
| 5.574697
|
Benin City
|
BEN-3448
| 55.7
| 355
|
low
|
morning
|
Sunday
|
commercial
|
TRC00000190
| 2025-09-02T16:54:00
|
CUST7760350
| 10.481147
| 7.468627
|
Kaduna
|
KAD-2704
| 4.3
| 217
|
medium
|
afternoon
|
Tuesday
|
highway
|
TRC00000191
| 2025-09-02T01:55:00
|
CUST4599642
| 12.048922
| 8.668094
|
Kano
|
KAN-6882
| 39.9
| 123
|
low
|
night
|
Tuesday
|
residential
|
TRC00000192
| 2025-09-03T04:40:00
|
CUST8508830
| 7.437863
| 4.039466
|
Ibadan
|
IBA-9348
| 47
| 345
|
low
|
night
|
Wednesday
|
commercial
|
TRC00000193
| 2025-09-26T16:08:00
|
CUST4767299
| 6.562036
| 3.330994
|
Lagos
|
LAG-7084
| 9.3
| 223
|
medium
|
afternoon
|
Friday
|
residential
|
TRC00000194
| 2025-09-09T18:24:00
|
CUST8197373
| 11.991302
| 8.541581
|
Kano
|
KAN-4583
| 25
| 43
|
high
|
evening
|
Tuesday
|
commercial
|
TRC00000195
| 2025-09-10T07:49:00
|
CUST3387623
| 5.061512
| 7.364825
|
Aba
|
ABA-9883
| 6.2
| 233
|
high
|
morning
|
Wednesday
|
commercial
|
TRC00000196
| 2025-09-01T06:05:00
|
CUST6240429
| 9.880532
| 8.812626
|
Jos
|
JOS-7324
| 14
| 166
|
low
|
morning
|
Monday
|
residential
|
TRC00000197
| 2025-09-11T02:59:00
|
CUST9737973
| 6.229969
| 6.719045
|
Onitsha
|
ONI-5037
| 24.7
| 281
|
low
|
night
|
Thursday
|
residential
|
TRC00000198
| 2025-09-25T22:47:00
|
CUST6851960
| 4.831171
| 7.079889
|
Port Harcourt
|
POR-6497
| 27.4
| 28
|
low
|
night
|
Thursday
|
residential
|
TRC00000199
| 2025-09-15T23:22:00
|
CUST9104155
| 6.464792
| 7.428232
|
Enugu
|
ENU-9291
| 15.9
| 58
|
low
|
night
|
Monday
|
residential
|
TRC00000200
| 2025-09-28T10:44:00
|
CUST2130586
| 10.012323
| 8.801175
|
Jos
|
JOS-4286
| 2.4
| 346
|
medium
|
morning
|
Sunday
|
industrial
|
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