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 |
|---|---|---|---|---|---|---|---|---|---|---|
CUST6372213
|
+2347030920903
|
MTN
|
2025-09
|
light
| 25
| 1.93
| 26
|
Lagos
|
4G
|
prepaid
|
CUST7230198
|
+2348091994143
|
9mobile
|
2025-09
|
light
| 60
| 2.94
| 24
|
Lagos
|
3G
|
prepaid
|
CUST5573100
|
+2349058780306
|
Glo
|
2025-09
|
heavy
| 766
| 20.5
| 234
|
Abuja
|
4G
|
prepaid
|
CUST8208859
|
+2349034132057
|
MTN
|
2025-09
|
light
| 21
| 2.69
| 24
|
Abuja
|
4G
|
postpaid
|
CUST2160205
|
+2348113945660
|
Glo
|
2025-09
|
heavy
| 1,806
| 47.64
| 446
|
Kaduna
|
4G
|
prepaid
|
CUST2638720
|
+2348063848699
|
MTN
|
2025-09
|
light
| 40
| 2.98
| 5
|
Lagos
|
5G
|
prepaid
|
CUST7701683
|
+2348137156347
|
MTN
|
2025-09
|
medium
| 398
| 4.13
| 147
|
Kaduna
|
4G
|
prepaid
|
CUST3639562
|
+2349026620032
|
Airtel
|
2025-09
|
heavy
| 1,224
| 42.7
| 347
|
Lagos
|
4G
|
prepaid
|
CUST9103091
|
+2349059960391
|
Glo
|
2025-09
|
light
| 40
| 1.74
| 21
|
Ibadan
|
4G
|
prepaid
|
CUST9875825
|
+2349039078791
|
MTN
|
2025-09
|
heavy
| 1,706
| 29.24
| 210
|
Lagos
|
3G
|
postpaid
|
CUST1729902
|
+2347080681065
|
Airtel
|
2025-09
|
light
| 17
| 2.9
| 12
|
Abuja
|
4G
|
postpaid
|
CUST6440363
|
+2347037435633
|
MTN
|
2025-09
|
medium
| 493
| 8.48
| 200
|
Warri
|
3G
|
prepaid
|
CUST7193847
|
+2348088503028
|
Airtel
|
2025-09
|
enterprise
| 6,024
| 86.33
| 618
|
Lagos
|
4G
|
prepaid
|
CUST8916114
|
+2348117718322
|
Glo
|
2025-09
|
light
| 93
| 2.33
| 15
|
Lagos
|
3G
|
prepaid
|
CUST6380574
|
+2349061410527
|
MTN
|
2025-09
|
medium
| 397
| 7.16
| 184
|
Onitsha
|
4G
|
prepaid
|
CUST1121156
|
+2349020220104
|
Airtel
|
2025-09
|
light
| 28
| 0.73
| 29
|
Abuja
|
3G
|
prepaid
|
CUST2442633
|
+2348123761626
|
Airtel
|
2025-09
|
medium
| 271
| 5.03
| 109
|
Lagos
|
4G
|
prepaid
|
CUST3364018
|
+2348074903952
|
Glo
|
2025-09
|
light
| 42
| 0.87
| 25
|
Enugu
|
3G
|
prepaid
|
CUST1881622
|
+2347056107500
|
Glo
|
2025-09
|
light
| 49
| 1.85
| 46
|
Onitsha
|
4G
|
prepaid
|
CUST1131499
|
+2348183523000
|
9mobile
|
2025-09
|
enterprise
| 9,717
| 90.01
| 1,569
|
Ibadan
|
4G
|
prepaid
|
CUST5881629
|
+2347038797808
|
MTN
|
2025-09
|
light
| 19
| 0.5
| 39
|
Aba
|
4G
|
prepaid
|
CUST3692571
|
+2348130107369
|
MTN
|
2025-09
|
light
| 99
| 2.34
| 8
|
Lagos
|
4G
|
prepaid
|
CUST5384206
|
+2347085863933
|
Airtel
|
2025-09
|
light
| 52
| 0.88
| 7
|
Lagos
|
4G
|
prepaid
|
CUST1652190
|
+2348155152655
|
Glo
|
2025-09
|
medium
| 141
| 14.05
| 181
|
Kano
|
4G
|
prepaid
|
CUST9436330
|
+2348152581463
|
Glo
|
2025-09
|
light
| 25
| 1.94
| 24
|
Jos
|
4G
|
prepaid
|
CUST2386273
|
+2348165119845
|
MTN
|
2025-09
|
medium
| 249
| 14.74
| 157
|
Lagos
|
2G
|
prepaid
|
CUST7849736
|
+2349060583661
|
MTN
|
2025-09
|
medium
| 333
| 7.57
| 146
|
Lagos
|
3G
|
postpaid
|
CUST2099756
|
+2348109568536
|
MTN
|
2025-09
|
heavy
| 1,633
| 44.46
| 339
|
Abuja
|
4G
|
prepaid
|
CUST6898770
|
+2347030496884
|
MTN
|
2025-09
|
light
| 32
| 1.67
| 48
|
Kaduna
|
4G
|
prepaid
|
CUST9198673
|
+2348118955869
|
Glo
|
2025-09
|
heavy
| 888
| 24.51
| 245
|
Aba
|
4G
|
postpaid
|
CUST6244744
|
+2348158727513
|
Glo
|
2025-09
|
medium
| 262
| 4.34
| 71
|
Kano
|
3G
|
prepaid
|
CUST3340526
|
+2347014672853
|
Airtel
|
2025-09
|
light
| 44
| 1.87
| 7
|
Kano
|
4G
|
prepaid
|
CUST3932094
|
+2347059742230
|
Glo
|
2025-09
|
medium
| 293
| 13.9
| 94
|
Port Harcourt
|
4G
|
prepaid
|
CUST3572491
|
+2348161978477
|
MTN
|
2025-09
|
light
| 88
| 2.48
| 7
|
Onitsha
|
4G
|
prepaid
|
CUST1079482
|
+2349023732341
|
Airtel
|
2025-09
|
medium
| 369
| 14.17
| 99
|
Lagos
|
4G
|
prepaid
|
CUST8473569
|
+2348071594011
|
Glo
|
2025-09
|
heavy
| 1,391
| 21.72
| 200
|
Enugu
|
3G
|
prepaid
|
CUST5129169
|
+2347053776479
|
Glo
|
2025-09
|
light
| 27
| 2.76
| 43
|
Lagos
|
4G
|
prepaid
|
CUST4870662
|
+2348070564279
|
Glo
|
2025-09
|
light
| 33
| 2.84
| 17
|
Ilorin
|
4G
|
postpaid
|
CUST7593701
|
+2348037635962
|
MTN
|
2025-09
|
medium
| 412
| 13.34
| 98
|
Enugu
|
4G
|
postpaid
|
CUST4585190
|
+2348103346172
|
MTN
|
2025-09
|
light
| 40
| 2.36
| 45
|
Jos
|
3G
|
prepaid
|
CUST3567906
|
+2348084293721
|
Airtel
|
2025-09
|
light
| 81
| 1.37
| 32
|
Lagos
|
4G
|
prepaid
|
CUST6295006
|
+2348152962708
|
Glo
|
2025-09
|
light
| 93
| 2.8
| 25
|
Lagos
|
4G
|
postpaid
|
CUST7271276
|
+2348136190009
|
MTN
|
2025-09
|
medium
| 220
| 11.44
| 110
|
Ilorin
|
4G
|
prepaid
|
CUST9565835
|
+2348084429363
|
Airtel
|
2025-09
|
medium
| 349
| 5.69
| 88
|
Lagos
|
4G
|
postpaid
|
CUST5576315
|
+2348079460664
|
Glo
|
2025-09
|
medium
| 424
| 6.74
| 189
|
Lagos
|
3G
|
prepaid
|
CUST4650657
|
+2348096098731
|
9mobile
|
2025-09
|
heavy
| 692
| 16.49
| 253
|
Lagos
|
4G
|
prepaid
|
CUST3852431
|
+2349074189882
|
Airtel
|
2025-09
|
light
| 32
| 0.62
| 41
|
Kano
|
3G
|
postpaid
|
CUST5085479
|
+2349097374467
|
9mobile
|
2025-09
|
medium
| 121
| 4.66
| 155
|
Abeokuta
|
3G
|
prepaid
|
CUST6364915
|
+2347037758933
|
MTN
|
2025-09
|
enterprise
| 5,137
| 172.61
| 1,713
|
Port Harcourt
|
4G
|
prepaid
|
CUST1370379
|
+2348170813499
|
9mobile
|
2025-09
|
light
| 81
| 1.37
| 32
|
Lagos
|
4G
|
prepaid
|
CUST6347660
|
+2348145933761
|
MTN
|
2025-09
|
light
| 26
| 0.52
| 27
|
Lagos
|
4G
|
prepaid
|
CUST2465673
|
+2348089298477
|
Airtel
|
2025-09
|
light
| 69
| 0.97
| 43
|
Abuja
|
3G
|
postpaid
|
CUST3472704
|
+2347033774906
|
MTN
|
2025-09
|
medium
| 306
| 9.98
| 100
|
Calabar
|
4G
|
postpaid
|
CUST6310005
|
+2347062780282
|
MTN
|
2025-09
|
enterprise
| 6,667
| 161.95
| 640
|
Abeokuta
|
3G
|
prepaid
|
CUST8703475
|
+2349036645442
|
MTN
|
2025-09
|
medium
| 195
| 9.65
| 177
|
Lagos
|
4G
|
prepaid
|
CUST1726702
|
+2348162647138
|
MTN
|
2025-09
|
light
| 95
| 1.78
| 48
|
Lagos
|
4G
|
prepaid
|
CUST6839275
|
+2347014000064
|
Airtel
|
2025-09
|
light
| 23
| 2.76
| 8
|
Lagos
|
4G
|
postpaid
|
CUST8964965
|
+2348124205505
|
Airtel
|
2025-09
|
medium
| 323
| 3.66
| 164
|
Lagos
|
4G
|
prepaid
|
CUST8932968
|
+2349067355259
|
MTN
|
2025-09
|
light
| 33
| 0.69
| 19
|
Port Harcourt
|
3G
|
prepaid
|
CUST4473736
|
+2348094154370
|
9mobile
|
2025-09
|
enterprise
| 3,965
| 74.99
| 1,478
|
Lagos
|
3G
|
prepaid
|
CUST7243465
|
+2348124896454
|
Airtel
|
2025-09
|
light
| 84
| 0.94
| 27
|
Lagos
|
4G
|
prepaid
|
CUST8581265
|
+2347014474586
|
Airtel
|
2025-09
|
medium
| 112
| 13.61
| 131
|
Ilorin
|
4G
|
prepaid
|
CUST6948056
|
+2348184192027
|
9mobile
|
2025-09
|
light
| 32
| 2.64
| 47
|
Calabar
|
2G
|
prepaid
|
CUST9397488
|
+2347019732908
|
Airtel
|
2025-09
|
enterprise
| 2,481
| 122.21
| 1,551
|
Lagos
|
4G
|
prepaid
|
CUST1274858
|
+2349081350446
|
9mobile
|
2025-09
|
enterprise
| 5,470
| 115.4
| 1,061
|
Benin City
|
4G
|
prepaid
|
CUST8989009
|
+2347060419589
|
MTN
|
2025-09
|
light
| 70
| 1.98
| 37
|
Enugu
|
3G
|
prepaid
|
CUST5645572
|
+2349024716007
|
Airtel
|
2025-09
|
light
| 55
| 2.22
| 30
|
Abuja
|
3G
|
postpaid
|
CUST8081656
|
+2347086320293
|
Airtel
|
2025-09
|
light
| 45
| 1.21
| 44
|
Abuja
|
4G
|
prepaid
|
CUST4282583
|
+2349033987203
|
MTN
|
2025-09
|
heavy
| 1,644
| 36.99
| 370
|
Lagos
|
4G
|
prepaid
|
CUST4892094
|
+2347063012883
|
MTN
|
2025-09
|
light
| 90
| 1.3
| 18
|
Kano
|
4G
|
prepaid
|
CUST3435055
|
+2348135666280
|
MTN
|
2025-09
|
medium
| 379
| 10.9
| 166
|
Jos
|
4G
|
prepaid
|
CUST8265352
|
+2349022685051
|
Airtel
|
2025-09
|
medium
| 333
| 10.56
| 150
|
Onitsha
|
4G
|
prepaid
|
CUST7288351
|
+2348062654610
|
MTN
|
2025-09
|
light
| 48
| 1.65
| 15
|
Kaduna
|
4G
|
prepaid
|
CUST6285445
|
+2349067166824
|
MTN
|
2025-09
|
light
| 83
| 2.1
| 38
|
Calabar
|
4G
|
prepaid
|
CUST2974084
|
+2348055654792
|
Glo
|
2025-09
|
light
| 39
| 1.74
| 43
|
Lagos
|
4G
|
prepaid
|
CUST7992348
|
+2347069301101
|
MTN
|
2025-09
|
medium
| 212
| 13.89
| 66
|
Lagos
|
5G
|
prepaid
|
CUST6620176
|
+2348114118415
|
Glo
|
2025-09
|
light
| 79
| 1.52
| 34
|
Abuja
|
3G
|
prepaid
|
CUST2152253
|
+2349069358049
|
MTN
|
2025-09
|
medium
| 310
| 3.52
| 102
|
Lagos
|
4G
|
prepaid
|
CUST3264784
|
+2348133228876
|
MTN
|
2025-09
|
heavy
| 812
| 33.17
| 281
|
Lagos
|
4G
|
prepaid
|
CUST9933693
|
+2348070453117
|
Glo
|
2025-09
|
heavy
| 1,468
| 30.11
| 300
|
Onitsha
|
4G
|
prepaid
|
CUST8588879
|
+2348177400189
|
9mobile
|
2025-09
|
enterprise
| 2,746
| 142.7
| 1,537
|
Jos
|
4G
|
prepaid
|
CUST3877384
|
+2348143634008
|
MTN
|
2025-09
|
light
| 42
| 1.12
| 31
|
Lagos
|
4G
|
prepaid
|
CUST6980727
|
+2349020987637
|
Airtel
|
2025-09
|
medium
| 110
| 7.78
| 131
|
Onitsha
|
4G
|
prepaid
|
CUST4208001
|
+2347088401225
|
Airtel
|
2025-09
|
light
| 85
| 0.99
| 21
|
Lagos
|
3G
|
prepaid
|
CUST5194134
|
+2348147205860
|
MTN
|
2025-09
|
heavy
| 1,527
| 48.58
| 266
|
Lagos
|
4G
|
prepaid
|
CUST5127290
|
+2348080894689
|
Airtel
|
2025-09
|
medium
| 429
| 11.27
| 142
|
Ibadan
|
4G
|
prepaid
|
CUST5488624
|
+2347068208901
|
MTN
|
2025-09
|
medium
| 188
| 12.45
| 200
|
Ibadan
|
3G
|
prepaid
|
CUST5295706
|
+2348066591901
|
MTN
|
2025-09
|
medium
| 208
| 8.69
| 193
|
Kano
|
4G
|
prepaid
|
CUST5622688
|
+2348117984071
|
Glo
|
2025-09
|
medium
| 126
| 11.07
| 154
|
Lagos
|
4G
|
prepaid
|
CUST5285209
|
+2348095944636
|
9mobile
|
2025-09
|
light
| 13
| 2.77
| 31
|
Calabar
|
4G
|
postpaid
|
CUST6096628
|
+2348118605027
|
Glo
|
2025-09
|
medium
| 182
| 7.94
| 98
|
Ibadan
|
4G
|
postpaid
|
CUST1109555
|
+2348030963100
|
MTN
|
2025-09
|
enterprise
| 5,190
| 142.83
| 1,666
|
Lagos
|
4G
|
prepaid
|
CUST7717970
|
+2349015426650
|
Airtel
|
2025-09
|
light
| 17
| 0.69
| 9
|
Kaduna
|
5G
|
postpaid
|
CUST6150128
|
+2347069432969
|
MTN
|
2025-09
|
light
| 54
| 1.2
| 11
|
Lagos
|
4G
|
prepaid
|
CUST9984913
|
+2348157310926
|
Glo
|
2025-09
|
light
| 91
| 2.67
| 12
|
Lagos
|
3G
|
prepaid
|
CUST6435690
|
+2348172895810
|
9mobile
|
2025-09
|
medium
| 262
| 13.97
| 163
|
Lagos
|
5G
|
prepaid
|
CUST8529972
|
+2348066290135
|
MTN
|
2025-09
|
light
| 86
| 2.99
| 17
|
Ibadan
|
4G
|
prepaid
|
CUST9031287
|
+2348141661400
|
MTN
|
2025-09
|
medium
| 413
| 14.25
| 189
|
Kano
|
4G
|
prepaid
|
CUST3831897
|
+2348032906429
|
MTN
|
2025-09
|
light
| 29
| 0.68
| 21
|
Kano
|
4G
|
prepaid
|
CUST7480426
|
+2349024753190
|
Airtel
|
2025-09
|
heavy
| 1,712
| 17.26
| 442
|
Lagos
|
3G
|
prepaid
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.