customer_id
stringlengths 11
11
| phone_number
stringlengths 14
14
| operator
stringclasses 4
values | month
stringdate 2025-09-01 00:00:00
2025-09-01 00:00:00
| customer_segment
stringclasses 4
values | voice_minutes
int64 10
10k
| data_gb
float64 0.5
200
| sms_count
int64 5
2k
| city
stringclasses 15
values | network_type
stringclasses 4
values | account_type
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|
CUST2140924
|
+2348084348054
|
Airtel
|
2025-09
|
medium
| 344
| 14.73
| 124
|
Lagos
|
4G
|
prepaid
|
CUST6318705
|
+2349068811720
|
MTN
|
2025-09
|
heavy
| 560
| 25.11
| 382
|
Kaduna
|
4G
|
prepaid
|
CUST4240065
|
+2348117604167
|
Glo
|
2025-09
|
medium
| 204
| 14.72
| 59
|
Lagos
|
4G
|
prepaid
|
CUST3165759
|
+2348111470358
|
Glo
|
2025-09
|
medium
| 491
| 11.32
| 168
|
Kano
|
4G
|
prepaid
|
CUST9883978
|
+2347035378173
|
MTN
|
2025-09
|
light
| 37
| 1.94
| 11
|
Lagos
|
4G
|
prepaid
|
CUST1088841
|
+2348150403345
|
Glo
|
2025-09
|
medium
| 215
| 3.29
| 164
|
Lagos
|
4G
|
prepaid
|
CUST3856233
|
+2348024459323
|
Airtel
|
2025-09
|
medium
| 297
| 14.4
| 85
|
Lagos
|
4G
|
postpaid
|
CUST2646761
|
+2348065526145
|
MTN
|
2025-09
|
medium
| 388
| 4.26
| 164
|
Kano
|
2G
|
prepaid
|
CUST6816184
|
+2348057009006
|
Glo
|
2025-09
|
light
| 82
| 1.08
| 42
|
Lagos
|
3G
|
prepaid
|
CUST8893332
|
+2348122277918
|
Airtel
|
2025-09
|
light
| 78
| 2.06
| 14
|
Enugu
|
4G
|
postpaid
|
CUST7401432
|
+2347032786961
|
MTN
|
2025-09
|
light
| 61
| 1
| 39
|
Lagos
|
4G
|
prepaid
|
CUST1459999
|
+2348182536154
|
9mobile
|
2025-09
|
medium
| 332
| 9.59
| 109
|
Lagos
|
4G
|
postpaid
|
CUST9496249
|
+2347019349117
|
Airtel
|
2025-09
|
light
| 10
| 1.86
| 29
|
Lagos
|
3G
|
prepaid
|
CUST5520214
|
+2348136404076
|
MTN
|
2025-09
|
medium
| 113
| 5.7
| 123
|
Lagos
|
5G
|
prepaid
|
CUST6854193
|
+2347084201150
|
Airtel
|
2025-09
|
medium
| 332
| 11.72
| 132
|
Kaduna
|
4G
|
prepaid
|
CUST9181304
|
+2349077254931
|
Airtel
|
2025-09
|
medium
| 369
| 5.26
| 86
|
Abuja
|
3G
|
prepaid
|
CUST9797865
|
+2348020619550
|
Airtel
|
2025-09
|
light
| 37
| 2.84
| 13
|
Lagos
|
4G
|
prepaid
|
CUST1890725
|
+2349034032768
|
MTN
|
2025-09
|
light
| 14
| 0.77
| 9
|
Lagos
|
3G
|
postpaid
|
CUST3584542
|
+2348125710920
|
Airtel
|
2025-09
|
medium
| 149
| 11.48
| 195
|
Lagos
|
2G
|
prepaid
|
CUST6794845
|
+2348064358260
|
MTN
|
2025-09
|
light
| 39
| 0.91
| 38
|
Kano
|
3G
|
prepaid
|
CUST3864208
|
+2348152663520
|
Glo
|
2025-09
|
light
| 33
| 2.81
| 41
|
Lagos
|
3G
|
postpaid
|
CUST1272407
|
+2348064637399
|
MTN
|
2025-09
|
light
| 69
| 1.51
| 37
|
Lagos
|
4G
|
prepaid
|
CUST7076836
|
+2348076949362
|
Glo
|
2025-09
|
medium
| 303
| 6.78
| 108
|
Lagos
|
3G
|
prepaid
|
CUST4402635
|
+2349034237798
|
MTN
|
2025-09
|
light
| 77
| 2.64
| 26
|
Abuja
|
4G
|
prepaid
|
CUST9512190
|
+2348122101773
|
Airtel
|
2025-09
|
medium
| 280
| 12.5
| 138
|
Enugu
|
3G
|
prepaid
|
CUST8546783
|
+2348069947792
|
MTN
|
2025-09
|
medium
| 362
| 3.03
| 133
|
Lagos
|
4G
|
prepaid
|
CUST9358119
|
+2348110497653
|
Glo
|
2025-09
|
light
| 65
| 1.13
| 5
|
Ibadan
|
3G
|
prepaid
|
CUST5257297
|
+2348144753619
|
MTN
|
2025-09
|
heavy
| 1,192
| 26.7
| 487
|
Kano
|
4G
|
postpaid
|
CUST6401731
|
+2349062193629
|
MTN
|
2025-09
|
light
| 84
| 1.61
| 45
|
Lagos
|
4G
|
prepaid
|
CUST3031884
|
+2348154681347
|
Glo
|
2025-09
|
medium
| 384
| 11.25
| 178
|
Lagos
|
3G
|
prepaid
|
CUST6533696
|
+2349025806103
|
Airtel
|
2025-09
|
medium
| 252
| 3.6
| 132
|
Ibadan
|
2G
|
prepaid
|
CUST5322587
|
+2347067917544
|
MTN
|
2025-09
|
light
| 71
| 1.28
| 48
|
Ibadan
|
4G
|
prepaid
|
CUST6793377
|
+2348037869554
|
MTN
|
2025-09
|
heavy
| 1,721
| 41.95
| 377
|
Ibadan
|
4G
|
prepaid
|
CUST1243276
|
+2349077678679
|
Airtel
|
2025-09
|
medium
| 263
| 5.03
| 164
|
Kano
|
5G
|
prepaid
|
CUST1695771
|
+2348133245794
|
MTN
|
2025-09
|
light
| 20
| 2.84
| 35
|
Kano
|
2G
|
prepaid
|
CUST3332633
|
+2348074635794
|
Glo
|
2025-09
|
light
| 87
| 2.74
| 28
|
Lagos
|
4G
|
prepaid
|
CUST2761233
|
+2349016417433
|
Airtel
|
2025-09
|
medium
| 488
| 13.77
| 193
|
Lagos
|
4G
|
prepaid
|
CUST7912688
|
+2349094770693
|
9mobile
|
2025-09
|
light
| 90
| 1.89
| 22
|
Kano
|
4G
|
prepaid
|
CUST8578423
|
+2348057699478
|
Glo
|
2025-09
|
medium
| 214
| 5.18
| 73
|
Port Harcourt
|
2G
|
prepaid
|
CUST1525155
|
+2348020270347
|
Airtel
|
2025-09
|
light
| 32
| 1.46
| 16
|
Lagos
|
4G
|
prepaid
|
CUST5079313
|
+2348070983627
|
Glo
|
2025-09
|
heavy
| 898
| 36.63
| 481
|
Lagos
|
4G
|
prepaid
|
CUST4696776
|
+2348141017182
|
MTN
|
2025-09
|
light
| 98
| 2.49
| 21
|
Lagos
|
2G
|
prepaid
|
CUST4351694
|
+2349022647649
|
Airtel
|
2025-09
|
enterprise
| 6,629
| 125.44
| 1,840
|
Lagos
|
4G
|
prepaid
|
CUST2710558
|
+2348110394533
|
Glo
|
2025-09
|
light
| 95
| 1.76
| 15
|
Abuja
|
4G
|
postpaid
|
CUST5360997
|
+2349011846094
|
Airtel
|
2025-09
|
light
| 25
| 1.36
| 40
|
Lagos
|
4G
|
prepaid
|
CUST5384291
|
+2348105175492
|
MTN
|
2025-09
|
light
| 48
| 2.08
| 44
|
Lagos
|
4G
|
postpaid
|
CUST9052414
|
+2349067771319
|
MTN
|
2025-09
|
medium
| 143
| 4.69
| 112
|
Enugu
|
4G
|
prepaid
|
CUST9820049
|
+2348169756189
|
MTN
|
2025-09
|
heavy
| 1,457
| 49.59
| 339
|
Lagos
|
4G
|
prepaid
|
CUST1411104
|
+2348070688783
|
Glo
|
2025-09
|
light
| 95
| 1.68
| 28
|
Warri
|
4G
|
postpaid
|
CUST4400350
|
+2348027300940
|
Airtel
|
2025-09
|
medium
| 217
| 7.53
| 62
|
Abuja
|
4G
|
prepaid
|
CUST4217805
|
+2348147268501
|
MTN
|
2025-09
|
medium
| 400
| 8.32
| 118
|
Lagos
|
3G
|
prepaid
|
CUST5192614
|
+2349010235141
|
Airtel
|
2025-09
|
enterprise
| 4,562
| 66.41
| 1,472
|
Port Harcourt
|
4G
|
prepaid
|
CUST5366231
|
+2348024047191
|
Airtel
|
2025-09
|
medium
| 242
| 13.75
| 123
|
Abuja
|
3G
|
prepaid
|
CUST9931210
|
+2347014044953
|
Airtel
|
2025-09
|
light
| 83
| 2.08
| 48
|
Lagos
|
5G
|
prepaid
|
CUST9199970
|
+2347051160717
|
Glo
|
2025-09
|
light
| 21
| 2.31
| 32
|
Ibadan
|
4G
|
prepaid
|
CUST6792021
|
+2348162826861
|
MTN
|
2025-09
|
medium
| 120
| 3.07
| 132
|
Lagos
|
4G
|
prepaid
|
CUST9616248
|
+2348067231652
|
MTN
|
2025-09
|
light
| 79
| 0.5
| 27
|
Kaduna
|
3G
|
postpaid
|
CUST8143843
|
+2348059928533
|
Glo
|
2025-09
|
heavy
| 1,074
| 41.21
| 439
|
Warri
|
4G
|
prepaid
|
CUST9031581
|
+2348158595514
|
Glo
|
2025-09
|
enterprise
| 9,712
| 125.61
| 1,865
|
Lagos
|
4G
|
prepaid
|
CUST8729242
|
+2349010179443
|
Airtel
|
2025-09
|
light
| 11
| 1.66
| 30
|
Abeokuta
|
2G
|
prepaid
|
CUST7620741
|
+2348034028108
|
MTN
|
2025-09
|
light
| 18
| 2
| 46
|
Kaduna
|
4G
|
prepaid
|
CUST5802854
|
+2348139333671
|
MTN
|
2025-09
|
light
| 64
| 2.3
| 24
|
Kano
|
3G
|
prepaid
|
CUST4687591
|
+2349097702834
|
9mobile
|
2025-09
|
heavy
| 1,891
| 48.24
| 413
|
Port Harcourt
|
4G
|
prepaid
|
CUST8935515
|
+2348090761320
|
9mobile
|
2025-09
|
light
| 78
| 2.04
| 49
|
Port Harcourt
|
4G
|
prepaid
|
CUST8132748
|
+2348122636747
|
Airtel
|
2025-09
|
medium
| 484
| 5.71
| 173
|
Abuja
|
4G
|
postpaid
|
CUST9883838
|
+2348159973307
|
Glo
|
2025-09
|
heavy
| 1,007
| 25.85
| 219
|
Lagos
|
4G
|
prepaid
|
CUST2325399
|
+2348137235195
|
MTN
|
2025-09
|
light
| 32
| 1.44
| 38
|
Lagos
|
4G
|
postpaid
|
CUST1306207
|
+2348106039590
|
MTN
|
2025-09
|
medium
| 482
| 8.36
| 156
|
Lagos
|
3G
|
prepaid
|
CUST8055536
|
+2348098397659
|
9mobile
|
2025-09
|
enterprise
| 8,496
| 196.87
| 1,628
|
Lagos
|
2G
|
prepaid
|
CUST1659630
|
+2348033309122
|
MTN
|
2025-09
|
light
| 95
| 1.65
| 14
|
Ibadan
|
4G
|
prepaid
|
CUST6228258
|
+2348033165127
|
MTN
|
2025-09
|
medium
| 308
| 3.19
| 112
|
Lagos
|
4G
|
prepaid
|
CUST7903662
|
+2349090323143
|
9mobile
|
2025-09
|
light
| 43
| 1.57
| 11
|
Lagos
|
4G
|
prepaid
|
CUST8053719
|
+2348162446093
|
MTN
|
2025-09
|
heavy
| 1,765
| 22.46
| 460
|
Kaduna
|
4G
|
postpaid
|
CUST8379147
|
+2349090627937
|
9mobile
|
2025-09
|
heavy
| 741
| 40.55
| 458
|
Calabar
|
4G
|
prepaid
|
CUST9711007
|
+2348135144642
|
MTN
|
2025-09
|
medium
| 230
| 11.04
| 82
|
Ibadan
|
3G
|
prepaid
|
CUST7856784
|
+2348157696481
|
Glo
|
2025-09
|
medium
| 256
| 5.19
| 177
|
Port Harcourt
|
4G
|
prepaid
|
CUST7074300
|
+2348020248808
|
Airtel
|
2025-09
|
light
| 33
| 2.78
| 24
|
Kaduna
|
4G
|
prepaid
|
CUST5029951
|
+2349025481329
|
Airtel
|
2025-09
|
medium
| 356
| 3.66
| 62
|
Onitsha
|
4G
|
prepaid
|
CUST5975496
|
+2348102524062
|
MTN
|
2025-09
|
medium
| 258
| 11.4
| 160
|
Port Harcourt
|
4G
|
prepaid
|
CUST2129913
|
+2349068721930
|
MTN
|
2025-09
|
medium
| 132
| 12.28
| 116
|
Abuja
|
4G
|
prepaid
|
CUST3736641
|
+2348083996629
|
Airtel
|
2025-09
|
medium
| 208
| 9.19
| 200
|
Abuja
|
3G
|
prepaid
|
CUST6505455
|
+2348064735020
|
MTN
|
2025-09
|
medium
| 161
| 12.02
| 92
|
Ilorin
|
4G
|
prepaid
|
CUST5426655
|
+2348034909865
|
MTN
|
2025-09
|
medium
| 337
| 14.33
| 112
|
Lagos
|
4G
|
postpaid
|
CUST9341187
|
+2348036364854
|
MTN
|
2025-09
|
medium
| 280
| 13.43
| 69
|
Port Harcourt
|
5G
|
prepaid
|
CUST3211046
|
+2347052045392
|
Glo
|
2025-09
|
light
| 80
| 0.97
| 41
|
Kano
|
5G
|
prepaid
|
CUST4784354
|
+2348029715097
|
Airtel
|
2025-09
|
light
| 77
| 2.03
| 21
|
Lagos
|
4G
|
prepaid
|
CUST1249343
|
+2347084173692
|
Airtel
|
2025-09
|
light
| 85
| 2.65
| 26
|
Lagos
|
3G
|
prepaid
|
CUST4143141
|
+2349025039087
|
Airtel
|
2025-09
|
light
| 74
| 2.13
| 22
|
Lagos
|
4G
|
prepaid
|
CUST9546751
|
+2348062561970
|
MTN
|
2025-09
|
medium
| 206
| 14.3
| 67
|
Calabar
|
4G
|
prepaid
|
CUST6019688
|
+2348114683971
|
Glo
|
2025-09
|
light
| 51
| 1.17
| 23
|
Lagos
|
3G
|
prepaid
|
CUST4167639
|
+2348070890570
|
Glo
|
2025-09
|
medium
| 328
| 10.55
| 134
|
Kano
|
4G
|
prepaid
|
CUST9821821
|
+2348109799450
|
MTN
|
2025-09
|
medium
| 453
| 12.64
| 162
|
Kano
|
5G
|
prepaid
|
CUST6889441
|
+2347015367121
|
Airtel
|
2025-09
|
light
| 86
| 1.85
| 17
|
Jos
|
3G
|
prepaid
|
CUST7650314
|
+2348082450293
|
Airtel
|
2025-09
|
enterprise
| 8,283
| 90.94
| 1,985
|
Warri
|
4G
|
prepaid
|
CUST5822948
|
+2349088047826
|
9mobile
|
2025-09
|
medium
| 438
| 7.07
| 87
|
Kaduna
|
3G
|
prepaid
|
CUST9512506
|
+2348116182229
|
Glo
|
2025-09
|
light
| 84
| 0.76
| 45
|
Lagos
|
4G
|
prepaid
|
CUST3387477
|
+2348149439410
|
MTN
|
2025-09
|
heavy
| 867
| 35.26
| 315
|
Benin City
|
4G
|
postpaid
|
CUST9292793
|
+2349062754243
|
MTN
|
2025-09
|
medium
| 273
| 14.26
| 75
|
Kaduna
|
4G
|
prepaid
|
CUST7054886
|
+2349031816287
|
MTN
|
2025-09
|
enterprise
| 2,859
| 102.44
| 1,272
|
Abuja
|
4G
|
prepaid
|
CUST3620379
|
+2348098839276
|
9mobile
|
2025-09
|
medium
| 437
| 11.62
| 197
|
Lagos
|
4G
|
prepaid
|
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