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 |
|---|---|---|---|---|---|---|---|---|---|---|
CUST3310842
|
+2348127951753
|
Airtel
|
2025-09
|
heavy
| 1,720
| 40.16
| 358
|
Kaduna
|
4G
|
prepaid
|
CUST4157514
|
+2347083830474
|
Airtel
|
2025-09
|
light
| 94
| 2.59
| 19
|
Kaduna
|
4G
|
prepaid
|
CUST4187471
|
+2349039906757
|
MTN
|
2025-09
|
light
| 81
| 2.62
| 15
|
Lagos
|
4G
|
prepaid
|
CUST5493265
|
+2347088796096
|
Airtel
|
2025-09
|
light
| 56
| 1.02
| 19
|
Kano
|
4G
|
prepaid
|
CUST5798049
|
+2347050116569
|
Glo
|
2025-09
|
light
| 22
| 2.14
| 25
|
Benin City
|
4G
|
prepaid
|
CUST5741088
|
+2348037606606
|
MTN
|
2025-09
|
heavy
| 1,668
| 48.59
| 412
|
Lagos
|
4G
|
prepaid
|
CUST9565586
|
+2348117957644
|
Glo
|
2025-09
|
light
| 27
| 2.61
| 47
|
Kano
|
3G
|
prepaid
|
CUST7850238
|
+2347058570924
|
Glo
|
2025-09
|
light
| 55
| 1.41
| 27
|
Ilorin
|
4G
|
prepaid
|
CUST7402999
|
+2348081240782
|
Airtel
|
2025-09
|
light
| 86
| 2.27
| 42
|
Onitsha
|
4G
|
postpaid
|
CUST3457295
|
+2347087257159
|
Airtel
|
2025-09
|
medium
| 251
| 4.97
| 167
|
Lagos
|
3G
|
prepaid
|
CUST4894905
|
+2348149277254
|
MTN
|
2025-09
|
medium
| 104
| 13.26
| 96
|
Onitsha
|
4G
|
prepaid
|
CUST8840927
|
+2348139855312
|
MTN
|
2025-09
|
medium
| 458
| 12.56
| 55
|
Lagos
|
4G
|
prepaid
|
CUST8066280
|
+2348139385346
|
MTN
|
2025-09
|
heavy
| 1,113
| 37.56
| 224
|
Lagos
|
3G
|
postpaid
|
CUST5783123
|
+2348023801498
|
Airtel
|
2025-09
|
medium
| 280
| 10.1
| 124
|
Ibadan
|
4G
|
postpaid
|
CUST7379961
|
+2349054485818
|
Glo
|
2025-09
|
light
| 59
| 1.96
| 50
|
Abuja
|
4G
|
prepaid
|
CUST2972673
|
+2349029382474
|
Airtel
|
2025-09
|
medium
| 241
| 12.69
| 196
|
Kaduna
|
4G
|
prepaid
|
CUST6346042
|
+2349064086229
|
MTN
|
2025-09
|
medium
| 461
| 7.31
| 117
|
Lagos
|
3G
|
prepaid
|
CUST6056455
|
+2347019512134
|
Airtel
|
2025-09
|
light
| 60
| 1.83
| 24
|
Lagos
|
2G
|
prepaid
|
CUST6917217
|
+2348144539516
|
MTN
|
2025-09
|
heavy
| 1,787
| 20.46
| 378
|
Abeokuta
|
4G
|
postpaid
|
CUST4460304
|
+2348025711765
|
Airtel
|
2025-09
|
enterprise
| 8,380
| 54.31
| 1,940
|
Kano
|
4G
|
prepaid
|
CUST9875055
|
+2348150404733
|
Glo
|
2025-09
|
light
| 16
| 1.79
| 12
|
Abuja
|
4G
|
postpaid
|
CUST8489057
|
+2349053836740
|
Glo
|
2025-09
|
heavy
| 526
| 31.94
| 468
|
Onitsha
|
4G
|
prepaid
|
CUST7439682
|
+2348163316829
|
MTN
|
2025-09
|
heavy
| 1,516
| 15.15
| 354
|
Lagos
|
4G
|
prepaid
|
CUST4279257
|
+2349060350221
|
MTN
|
2025-09
|
enterprise
| 8,323
| 130.02
| 665
|
Kano
|
2G
|
prepaid
|
CUST9455118
|
+2348164687033
|
MTN
|
2025-09
|
light
| 57
| 2.83
| 35
|
Lagos
|
4G
|
prepaid
|
CUST4971892
|
+2349079760784
|
Airtel
|
2025-09
|
light
| 76
| 3
| 24
|
Lagos
|
4G
|
prepaid
|
CUST5883067
|
+2348121387685
|
Airtel
|
2025-09
|
light
| 16
| 1.72
| 38
|
Abuja
|
4G
|
prepaid
|
CUST4875390
|
+2348083132437
|
Airtel
|
2025-09
|
light
| 71
| 2.19
| 45
|
Lagos
|
3G
|
prepaid
|
CUST4019065
|
+2349068012917
|
MTN
|
2025-09
|
light
| 40
| 1.86
| 26
|
Lagos
|
3G
|
prepaid
|
CUST4052210
|
+2348023431458
|
Airtel
|
2025-09
|
medium
| 204
| 11.04
| 68
|
Kano
|
4G
|
prepaid
|
CUST4556961
|
+2348035949148
|
MTN
|
2025-09
|
medium
| 353
| 10.95
| 92
|
Kaduna
|
4G
|
prepaid
|
CUST6878892
|
+2348110668569
|
Glo
|
2025-09
|
light
| 51
| 2.27
| 32
|
Onitsha
|
3G
|
prepaid
|
CUST7410896
|
+2348138246535
|
MTN
|
2025-09
|
medium
| 395
| 12
| 89
|
Lagos
|
3G
|
prepaid
|
CUST4066921
|
+2348159403668
|
Glo
|
2025-09
|
medium
| 250
| 13.24
| 142
|
Jos
|
4G
|
prepaid
|
CUST7018257
|
+2348186414949
|
9mobile
|
2025-09
|
medium
| 200
| 13.82
| 94
|
Kano
|
2G
|
prepaid
|
CUST7284323
|
+2348165147028
|
MTN
|
2025-09
|
medium
| 356
| 12.58
| 75
|
Enugu
|
3G
|
prepaid
|
CUST7789008
|
+2348105371379
|
MTN
|
2025-09
|
medium
| 123
| 9.58
| 180
|
Abuja
|
4G
|
prepaid
|
CUST8656382
|
+2347051783496
|
Glo
|
2025-09
|
light
| 87
| 1.72
| 42
|
Benin City
|
4G
|
postpaid
|
CUST3731263
|
+2349035843165
|
MTN
|
2025-09
|
heavy
| 1,904
| 36.92
| 469
|
Lagos
|
4G
|
postpaid
|
CUST1320516
|
+2347013684535
|
Airtel
|
2025-09
|
heavy
| 1,546
| 33.73
| 364
|
Kaduna
|
4G
|
prepaid
|
CUST6759113
|
+2348052371749
|
Glo
|
2025-09
|
light
| 19
| 1.36
| 24
|
Lagos
|
4G
|
postpaid
|
CUST4763359
|
+2348021238915
|
Airtel
|
2025-09
|
light
| 41
| 1.89
| 30
|
Lagos
|
3G
|
postpaid
|
CUST3063667
|
+2347083244577
|
Airtel
|
2025-09
|
light
| 72
| 1.39
| 33
|
Kaduna
|
4G
|
prepaid
|
CUST7049731
|
+2348165962319
|
MTN
|
2025-09
|
light
| 40
| 0.95
| 38
|
Ilorin
|
4G
|
postpaid
|
CUST2344775
|
+2348126358262
|
Airtel
|
2025-09
|
light
| 71
| 0.79
| 27
|
Abeokuta
|
4G
|
prepaid
|
CUST9650978
|
+2349033232745
|
MTN
|
2025-09
|
medium
| 217
| 7.71
| 85
|
Lagos
|
3G
|
prepaid
|
CUST3181425
|
+2348086611961
|
Airtel
|
2025-09
|
light
| 70
| 2.55
| 36
|
Lagos
|
3G
|
prepaid
|
CUST6553989
|
+2348038212169
|
MTN
|
2025-09
|
medium
| 409
| 7.63
| 143
|
Lagos
|
3G
|
prepaid
|
CUST3608326
|
+2349066569315
|
MTN
|
2025-09
|
heavy
| 1,106
| 23.17
| 474
|
Lagos
|
4G
|
prepaid
|
CUST2725345
|
+2348137414612
|
MTN
|
2025-09
|
medium
| 269
| 12.42
| 148
|
Port Harcourt
|
4G
|
prepaid
|
CUST2360426
|
+2348165121245
|
MTN
|
2025-09
|
light
| 53
| 1.42
| 8
|
Lagos
|
4G
|
prepaid
|
CUST2760567
|
+2348188573724
|
9mobile
|
2025-09
|
light
| 10
| 0.58
| 20
|
Jos
|
4G
|
prepaid
|
CUST7075846
|
+2347057053635
|
Glo
|
2025-09
|
heavy
| 1,818
| 23.06
| 271
|
Kano
|
3G
|
prepaid
|
CUST7206516
|
+2347014189118
|
Airtel
|
2025-09
|
light
| 39
| 1.28
| 29
|
Lagos
|
4G
|
prepaid
|
CUST6159834
|
+2349021602401
|
Airtel
|
2025-09
|
heavy
| 1,456
| 30.01
| 344
|
Jos
|
4G
|
postpaid
|
CUST4250684
|
+2348159009920
|
Glo
|
2025-09
|
medium
| 457
| 3.91
| 169
|
Kano
|
4G
|
prepaid
|
CUST9032987
|
+2348095950111
|
9mobile
|
2025-09
|
heavy
| 1,032
| 19.99
| 467
|
Kaduna
|
4G
|
prepaid
|
CUST6054543
|
+2348109544986
|
MTN
|
2025-09
|
heavy
| 1,844
| 20.89
| 207
|
Kaduna
|
3G
|
prepaid
|
CUST9048625
|
+2347034347050
|
MTN
|
2025-09
|
light
| 24
| 2.22
| 18
|
Lagos
|
4G
|
prepaid
|
CUST2431261
|
+2349059753450
|
Glo
|
2025-09
|
heavy
| 1,775
| 27.14
| 218
|
Lagos
|
4G
|
prepaid
|
CUST2105739
|
+2348153590854
|
Glo
|
2025-09
|
light
| 17
| 2.94
| 41
|
Benin City
|
3G
|
prepaid
|
CUST6997325
|
+2348128136214
|
Airtel
|
2025-09
|
medium
| 219
| 14.03
| 159
|
Lagos
|
4G
|
prepaid
|
CUST9997218
|
+2347069445189
|
MTN
|
2025-09
|
light
| 77
| 0.51
| 29
|
Ilorin
|
4G
|
postpaid
|
CUST9964072
|
+2348092212284
|
9mobile
|
2025-09
|
medium
| 489
| 12.64
| 165
|
Ibadan
|
4G
|
prepaid
|
CUST8977335
|
+2348060314681
|
MTN
|
2025-09
|
heavy
| 1,194
| 37.75
| 227
|
Kaduna
|
4G
|
prepaid
|
CUST4928730
|
+2349017935625
|
Airtel
|
2025-09
|
medium
| 457
| 12.8
| 137
|
Enugu
|
4G
|
prepaid
|
CUST2156372
|
+2348162584616
|
MTN
|
2025-09
|
medium
| 193
| 14.21
| 132
|
Kano
|
4G
|
prepaid
|
CUST9536040
|
+2347060664095
|
MTN
|
2025-09
|
heavy
| 1,230
| 31.1
| 416
|
Ibadan
|
4G
|
postpaid
|
CUST6800528
|
+2347065285676
|
MTN
|
2025-09
|
heavy
| 1,826
| 30.38
| 283
|
Kano
|
4G
|
prepaid
|
CUST9910652
|
+2348029724867
|
Airtel
|
2025-09
|
light
| 31
| 2.34
| 10
|
Lagos
|
4G
|
prepaid
|
CUST7035392
|
+2348053909036
|
Glo
|
2025-09
|
light
| 59
| 2.26
| 28
|
Lagos
|
4G
|
prepaid
|
CUST9245162
|
+2348107289788
|
MTN
|
2025-09
|
heavy
| 1,106
| 18.65
| 201
|
Kaduna
|
3G
|
prepaid
|
CUST1225133
|
+2348150114715
|
Glo
|
2025-09
|
light
| 35
| 0.58
| 35
|
Lagos
|
4G
|
prepaid
|
CUST7354904
|
+2348027390986
|
Airtel
|
2025-09
|
light
| 83
| 2.55
| 18
|
Aba
|
4G
|
prepaid
|
CUST6238081
|
+2348026254401
|
Airtel
|
2025-09
|
heavy
| 1,571
| 21.46
| 370
|
Lagos
|
4G
|
prepaid
|
CUST1210291
|
+2348162070576
|
MTN
|
2025-09
|
enterprise
| 8,910
| 103.5
| 1,399
|
Lagos
|
4G
|
prepaid
|
CUST2034377
|
+2347065161422
|
MTN
|
2025-09
|
heavy
| 645
| 34.03
| 315
|
Abuja
|
4G
|
prepaid
|
CUST5237725
|
+2347085439535
|
Airtel
|
2025-09
|
light
| 23
| 2.75
| 35
|
Kano
|
3G
|
prepaid
|
CUST5553670
|
+2348059874640
|
Glo
|
2025-09
|
heavy
| 1,219
| 39.19
| 233
|
Lagos
|
3G
|
prepaid
|
CUST6964192
|
+2347030426584
|
MTN
|
2025-09
|
medium
| 423
| 10.6
| 120
|
Calabar
|
3G
|
prepaid
|
CUST2582971
|
+2349033386569
|
MTN
|
2025-09
|
heavy
| 1,475
| 17.23
| 446
|
Lagos
|
4G
|
postpaid
|
CUST7093901
|
+2347064925861
|
MTN
|
2025-09
|
medium
| 231
| 14.55
| 190
|
Kano
|
4G
|
prepaid
|
CUST9607334
|
+2349011632049
|
Airtel
|
2025-09
|
medium
| 129
| 13.81
| 59
|
Calabar
|
2G
|
prepaid
|
CUST1453831
|
+2348149033605
|
MTN
|
2025-09
|
light
| 28
| 1.39
| 29
|
Lagos
|
3G
|
prepaid
|
CUST1804120
|
+2348036255296
|
MTN
|
2025-09
|
medium
| 326
| 6.62
| 97
|
Aba
|
4G
|
prepaid
|
CUST6822121
|
+2349071939217
|
Airtel
|
2025-09
|
heavy
| 891
| 20.01
| 310
|
Abeokuta
|
3G
|
prepaid
|
CUST1293526
|
+2347083678664
|
Airtel
|
2025-09
|
medium
| 132
| 11.09
| 71
|
Lagos
|
3G
|
prepaid
|
CUST8157196
|
+2349038693300
|
MTN
|
2025-09
|
heavy
| 1,498
| 19.07
| 433
|
Kano
|
3G
|
prepaid
|
CUST8524516
|
+2349058950620
|
Glo
|
2025-09
|
heavy
| 1,266
| 42.76
| 312
|
Lagos
|
3G
|
prepaid
|
CUST8509277
|
+2348084940008
|
Airtel
|
2025-09
|
light
| 23
| 1.51
| 9
|
Kano
|
4G
|
postpaid
|
CUST2443332
|
+2347032291901
|
MTN
|
2025-09
|
light
| 64
| 0.88
| 49
|
Onitsha
|
4G
|
prepaid
|
CUST7325726
|
+2347089001865
|
Airtel
|
2025-09
|
heavy
| 636
| 46.42
| 271
|
Lagos
|
4G
|
postpaid
|
CUST3075246
|
+2348090023233
|
9mobile
|
2025-09
|
medium
| 454
| 9.31
| 106
|
Kaduna
|
3G
|
prepaid
|
CUST2361330
|
+2348115167911
|
Glo
|
2025-09
|
light
| 90
| 2.92
| 41
|
Lagos
|
4G
|
prepaid
|
CUST1049207
|
+2348036246442
|
MTN
|
2025-09
|
light
| 44
| 2.36
| 24
|
Onitsha
|
4G
|
prepaid
|
CUST7624941
|
+2349038854936
|
MTN
|
2025-09
|
enterprise
| 6,213
| 71.57
| 1,106
|
Lagos
|
4G
|
prepaid
|
CUST6238591
|
+2348099649772
|
9mobile
|
2025-09
|
enterprise
| 5,605
| 141.28
| 1,714
|
Lagos
|
5G
|
prepaid
|
CUST6744835
|
+2347012267794
|
Airtel
|
2025-09
|
heavy
| 1,852
| 42.59
| 267
|
Ilorin
|
5G
|
prepaid
|
CUST9208859
|
+2348115633108
|
Glo
|
2025-09
|
light
| 67
| 0.88
| 36
|
Lagos
|
4G
|
prepaid
|
CUST9036726
|
+2349063346979
|
MTN
|
2025-09
|
light
| 57
| 0.84
| 50
|
Lagos
|
4G
|
prepaid
|
Subsets and Splits
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