customer_id
stringlengths 11
11
| phone_number
stringlengths 14
14
| operator
stringclasses 4
values | assessment_date
timestamp[ns]date 2025-09-30 00:00:00
2025-09-30 00:00:00
| credit_score
int64 300
1k
| credit_rating
stringclasses 4
values | tenure_months
int64 1
120
| avg_monthly_spend_ngn
float64 500
50k
| recharge_frequency_per_month
int64 1
30
| payment_consistency_score
float64 0
1
| late_payment_count
int64 0
10
| account_type
stringclasses 2
values | loan_eligibility
bool 2
classes | max_loan_amount_ngn
float64 0
150k
| default_risk
stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CUST5724979
|
+2348100483005
|
MTN
| 2025-09-30T00:00:00
| 692
|
good
| 57
| 37,109.82
| 10
| 0.27
| 1
|
prepaid
| true
| 92,008.05
|
low
|
CUST1732802
|
+2348116432767
|
Glo
| 2025-09-30T00:00:00
| 525
|
fair
| 10
| 48,544.65
| 22
| 0.05
| 4
|
prepaid
| false
| 0
|
high
|
CUST1764984
|
+2348186968987
|
9mobile
| 2025-09-30T00:00:00
| 585
|
fair
| 5
| 34,864.72
| 25
| 0.28
| 4
|
postpaid
| false
| 0
|
high
|
CUST1668605
|
+2347086388074
|
Airtel
| 2025-09-30T00:00:00
| 671
|
good
| 12
| 41,627.46
| 20
| 0.55
| 2
|
prepaid
| true
| 116,824.85
|
low
|
CUST4001142
|
+2348130040691
|
MTN
| 2025-09-30T00:00:00
| 586
|
fair
| 33
| 5,118.88
| 18
| 0.52
| 5
|
prepaid
| false
| 0
|
high
|
CUST8134515
|
+2347052805337
|
Glo
| 2025-09-30T00:00:00
| 512
|
fair
| 15
| 33,329.48
| 11
| 0.33
| 4
|
prepaid
| false
| 0
|
low
|
CUST4392352
|
+2348168910808
|
MTN
| 2025-09-30T00:00:00
| 739
|
good
| 101
| 36,855.4
| 1
| 0.03
| 2
|
prepaid
| true
| 43,618.63
|
medium
|
CUST6286812
|
+2349099235676
|
9mobile
| 2025-09-30T00:00:00
| 814
|
excellent
| 57
| 36,740.07
| 9
| 0.64
| 1
|
prepaid
| true
| 51,882.54
|
medium
|
CUST4292059
|
+2347055205211
|
Glo
| 2025-09-30T00:00:00
| 921
|
excellent
| 74
| 47,836.55
| 16
| 0.65
| 0
|
prepaid
| true
| 134,094.45
|
low
|
CUST6631452
|
+2348073218291
|
Glo
| 2025-09-30T00:00:00
| 993
|
excellent
| 83
| 35,799.53
| 27
| 0.41
| 2
|
prepaid
| true
| 48,470.92
|
medium
|
CUST2759977
|
+2347082764171
|
Airtel
| 2025-09-30T00:00:00
| 657
|
good
| 25
| 40,085.84
| 27
| 0.11
| 2
|
prepaid
| true
| 76,706.58
|
low
|
CUST8277648
|
+2349016889525
|
Airtel
| 2025-09-30T00:00:00
| 979
|
excellent
| 79
| 41,209.83
| 12
| 0.8
| 1
|
prepaid
| true
| 79,937.41
|
low
|
CUST6823209
|
+2348165276606
|
MTN
| 2025-09-30T00:00:00
| 729
|
good
| 56
| 26,621.13
| 15
| 0.45
| 2
|
prepaid
| true
| 38,336.55
|
low
|
CUST4503972
|
+2348088184030
|
Airtel
| 2025-09-30T00:00:00
| 495
|
poor
| 54
| 1,300.7
| 12
| 0.16
| 1
|
prepaid
| false
| 0
|
medium
|
CUST3235738
|
+2347010623599
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 67
| 43,478.48
| 28
| 0.82
| 0
|
prepaid
| true
| 54,351.81
|
low
|
CUST1143038
|
+2347032062267
|
MTN
| 2025-09-30T00:00:00
| 975
|
excellent
| 112
| 8,790.47
| 30
| 0.02
| 0
|
prepaid
| true
| 12,310.56
|
low
|
CUST2724552
|
+2348138422353
|
MTN
| 2025-09-30T00:00:00
| 549
|
fair
| 55
| 7,582.42
| 17
| 0.12
| 8
|
prepaid
| false
| 0
|
low
|
CUST8533518
|
+2348086203328
|
Airtel
| 2025-09-30T00:00:00
| 614
|
fair
| 35
| 12,556.34
| 10
| 0.8
| 2
|
prepaid
| false
| 0
|
high
|
CUST7290536
|
+2348061972614
|
MTN
| 2025-09-30T00:00:00
| 692
|
good
| 49
| 21,373.1
| 9
| 0.49
| 1
|
postpaid
| true
| 25,879.2
|
low
|
CUST5010630
|
+2349021164398
|
Airtel
| 2025-09-30T00:00:00
| 855
|
excellent
| 108
| 13,174.79
| 14
| 0.19
| 1
|
prepaid
| true
| 17,899.51
|
low
|
CUST3396816
|
+2348129614045
|
Airtel
| 2025-09-30T00:00:00
| 664
|
good
| 19
| 34,394.85
| 6
| 0.89
| 2
|
prepaid
| true
| 38,301.62
|
low
|
CUST6223039
|
+2349075860805
|
Airtel
| 2025-09-30T00:00:00
| 891
|
excellent
| 109
| 48,000.97
| 14
| 0.16
| 2
|
postpaid
| true
| 115,266.84
|
low
|
CUST6346297
|
+2348032152276
|
MTN
| 2025-09-30T00:00:00
| 398
|
poor
| 18
| 6,333.58
| 16
| 0.31
| 2
|
prepaid
| false
| 0
|
low
|
CUST4822740
|
+2348168103933
|
MTN
| 2025-09-30T00:00:00
| 788
|
good
| 80
| 6,801.88
| 15
| 0.43
| 1
|
prepaid
| true
| 18,726.57
|
low
|
CUST3352463
|
+2348112318998
|
Glo
| 2025-09-30T00:00:00
| 734
|
good
| 33
| 24,773.3
| 11
| 0.93
| 1
|
prepaid
| true
| 59,055.45
|
low
|
CUST4844097
|
+2349052218882
|
Glo
| 2025-09-30T00:00:00
| 821
|
excellent
| 56
| 43,885.73
| 23
| 0.28
| 1
|
prepaid
| true
| 95,792.9
|
medium
|
CUST4044341
|
+2347088477844
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 97
| 44,103.21
| 22
| 0.55
| 0
|
prepaid
| true
| 96,634.4
|
low
|
CUST7868866
|
+2349031307346
|
MTN
| 2025-09-30T00:00:00
| 340
|
poor
| 19
| 15,826.35
| 4
| 0.09
| 10
|
prepaid
| false
| 0
|
low
|
CUST1268508
|
+2348175777246
|
9mobile
| 2025-09-30T00:00:00
| 406
|
poor
| 24
| 11,815.91
| 4
| 0.47
| 0
|
postpaid
| false
| 0
|
high
|
CUST9655222
|
+2348050881972
|
Glo
| 2025-09-30T00:00:00
| 926
|
excellent
| 71
| 45,088.98
| 23
| 0.38
| 1
|
prepaid
| true
| 64,824.47
|
low
|
CUST3338725
|
+2349036226462
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 112
| 40,653.08
| 30
| 0.4
| 1
|
prepaid
| true
| 46,530.73
|
low
|
CUST6228257
|
+2348085002519
|
Airtel
| 2025-09-30T00:00:00
| 917
|
excellent
| 46
| 47,754.17
| 26
| 0.61
| 2
|
prepaid
| true
| 92,673.92
|
low
|
CUST6460839
|
+2348160700825
|
MTN
| 2025-09-30T00:00:00
| 717
|
good
| 53
| 26,007.68
| 20
| 0.28
| 2
|
prepaid
| true
| 37,401.87
|
high
|
CUST9062430
|
+2348021035294
|
Airtel
| 2025-09-30T00:00:00
| 924
|
excellent
| 61
| 47,829.88
| 21
| 0.74
| 1
|
prepaid
| true
| 89,220.49
|
low
|
CUST6136847
|
+2347039278993
|
MTN
| 2025-09-30T00:00:00
| 485
|
poor
| 35
| 14,731.82
| 7
| 0.24
| 2
|
prepaid
| false
| 0
|
high
|
CUST4247038
|
+2349038310773
|
MTN
| 2025-09-30T00:00:00
| 300
|
poor
| 6
| 1,035
| 5
| 0.09
| 6
|
prepaid
| false
| 0
|
low
|
CUST3206330
|
+2347031773930
|
MTN
| 2025-09-30T00:00:00
| 625
|
fair
| 28
| 40,644.4
| 25
| 0.23
| 10
|
prepaid
| false
| 0
|
medium
|
CUST9580138
|
+2348086743637
|
Airtel
| 2025-09-30T00:00:00
| 899
|
excellent
| 51
| 45,593.97
| 21
| 0.75
| 1
|
prepaid
| true
| 115,237.84
|
low
|
CUST6405574
|
+2348131218472
|
MTN
| 2025-09-30T00:00:00
| 926
|
excellent
| 107
| 49,763.89
| 14
| 0.16
| 2
|
postpaid
| true
| 74,062.92
|
low
|
CUST3804133
|
+2348061892657
|
MTN
| 2025-09-30T00:00:00
| 506
|
fair
| 9
| 43,743.87
| 26
| 0.14
| 3
|
prepaid
| false
| 0
|
high
|
CUST1294702
|
+2348106954337
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 118
| 36,877.96
| 29
| 0.98
| 1
|
postpaid
| true
| 71,941.71
|
low
|
CUST9135301
|
+2347052700887
|
Glo
| 2025-09-30T00:00:00
| 682
|
good
| 91
| 14,925.52
| 8
| 0.15
| 1
|
prepaid
| true
| 31,531.84
|
low
|
CUST4767761
|
+2348100566659
|
MTN
| 2025-09-30T00:00:00
| 766
|
good
| 32
| 27,369.95
| 24
| 0.41
| 0
|
prepaid
| true
| 44,636.82
|
low
|
CUST9552541
|
+2348050682715
|
Glo
| 2025-09-30T00:00:00
| 582
|
fair
| 68
| 47,514.51
| 2
| 0.21
| 7
|
prepaid
| false
| 0
|
medium
|
CUST3210524
|
+2348178446616
|
9mobile
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 109
| 36,675.12
| 9
| 0.68
| 1
|
prepaid
| true
| 108,942.38
|
low
|
CUST5858817
|
+2349058899383
|
Glo
| 2025-09-30T00:00:00
| 698
|
good
| 19
| 11,413.67
| 27
| 0.71
| 0
|
prepaid
| true
| 30,874.82
|
low
|
CUST7476557
|
+2348055286138
|
Glo
| 2025-09-30T00:00:00
| 631
|
fair
| 59
| 24,823.7
| 8
| 0.23
| 5
|
prepaid
| false
| 0
|
high
|
CUST7846753
|
+2348160974306
|
MTN
| 2025-09-30T00:00:00
| 692
|
good
| 3
| 33,285.67
| 27
| 0.58
| 0
|
prepaid
| true
| 71,756.54
|
high
|
CUST8260807
|
+2349068407089
|
MTN
| 2025-09-30T00:00:00
| 405
|
poor
| 19
| 5,634.28
| 15
| 0.5
| 8
|
prepaid
| false
| 0
|
high
|
CUST4365376
|
+2348085847545
|
Airtel
| 2025-09-30T00:00:00
| 606
|
fair
| 6
| 39,338.41
| 17
| 0.73
| 5
|
postpaid
| false
| 0
|
high
|
CUST2683956
|
+2349058156161
|
Glo
| 2025-09-30T00:00:00
| 669
|
good
| 74
| 626.45
| 25
| 0.15
| 1
|
prepaid
| true
| 773.15
|
low
|
CUST4124553
|
+2347030384919
|
MTN
| 2025-09-30T00:00:00
| 853
|
excellent
| 86
| 30,728.75
| 14
| 0.19
| 1
|
prepaid
| true
| 74,277.5
|
low
|
CUST9697793
|
+2347067072433
|
MTN
| 2025-09-30T00:00:00
| 300
|
poor
| 17
| 6,648.86
| 9
| 0.09
| 1
|
prepaid
| false
| 0
|
high
|
CUST4923904
|
+2348123869566
|
Airtel
| 2025-09-30T00:00:00
| 812
|
excellent
| 50
| 35,638.06
| 9
| 0.75
| 0
|
prepaid
| true
| 45,320.32
|
low
|
CUST8954704
|
+2349059540667
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 79
| 32,024.96
| 29
| 0.44
| 0
|
prepaid
| true
| 34,087.56
|
medium
|
CUST3912916
|
+2348156217796
|
Glo
| 2025-09-30T00:00:00
| 599
|
fair
| 30
| 32,922.96
| 7
| 0.64
| 5
|
postpaid
| false
| 0
|
medium
|
CUST2263970
|
+2348189272672
|
9mobile
| 2025-09-30T00:00:00
| 341
|
poor
| 13
| 6,198.51
| 12
| 0.23
| 4
|
prepaid
| false
| 0
|
low
|
CUST4683020
|
+2349054708579
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 116
| 43,261.25
| 14
| 0.9
| 0
|
prepaid
| true
| 108,296.34
|
low
|
CUST5160748
|
+2348152458082
|
Glo
| 2025-09-30T00:00:00
| 919
|
excellent
| 71
| 5,021.56
| 24
| 0.85
| 2
|
prepaid
| true
| 6,644.41
|
low
|
CUST8662765
|
+2348088042142
|
Airtel
| 2025-09-30T00:00:00
| 497
|
poor
| 30
| 46,555.21
| 8
| 0.12
| 2
|
prepaid
| false
| 0
|
medium
|
CUST9612202
|
+2348104551606
|
MTN
| 2025-09-30T00:00:00
| 944
|
excellent
| 69
| 29,942.28
| 20
| 0.74
| 0
|
postpaid
| true
| 50,814.57
|
low
|
CUST1324387
|
+2348105547493
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 89
| 31,023.64
| 28
| 0.81
| 1
|
prepaid
| true
| 67,953.28
|
low
|
CUST4863776
|
+2348175125180
|
9mobile
| 2025-09-30T00:00:00
| 324
|
poor
| 49
| 4,358.96
| 6
| 0.05
| 1
|
prepaid
| false
| 0
|
medium
|
CUST9074332
|
+2348128271259
|
Airtel
| 2025-09-30T00:00:00
| 796
|
good
| 58
| 42,075.31
| 30
| 0.18
| 0
|
prepaid
| true
| 82,378.07
|
low
|
CUST7652594
|
+2348180706328
|
9mobile
| 2025-09-30T00:00:00
| 559
|
fair
| 39
| 19,398.76
| 13
| 0.05
| 6
|
prepaid
| false
| 0
|
medium
|
CUST1127089
|
+2348162812866
|
MTN
| 2025-09-30T00:00:00
| 712
|
good
| 47
| 16,832.24
| 14
| 0.6
| 1
|
postpaid
| true
| 46,437.1
|
low
|
CUST5624427
|
+2347086305806
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 114
| 11,825.24
| 9
| 0.78
| 0
|
prepaid
| true
| 18,383.54
|
low
|
CUST8046394
|
+2349060376658
|
MTN
| 2025-09-30T00:00:00
| 568
|
fair
| 27
| 34,167.7
| 21
| 0.23
| 5
|
prepaid
| false
| 0
|
high
|
CUST8265366
|
+2349019778409
|
Airtel
| 2025-09-30T00:00:00
| 966
|
excellent
| 116
| 20,660.76
| 5
| 0.29
| 1
|
postpaid
| true
| 28,647.45
|
low
|
CUST7220206
|
+2348082167198
|
Airtel
| 2025-09-30T00:00:00
| 794
|
good
| 58
| 41,348.23
| 2
| 0.97
| 2
|
prepaid
| true
| 44,321.29
|
high
|
CUST1901021
|
+2347080910466
|
Airtel
| 2025-09-30T00:00:00
| 978
|
excellent
| 116
| 26,792.38
| 15
| 0.13
| 2
|
postpaid
| true
| 52,636.2
|
low
|
CUST1388548
|
+2348070547771
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 118
| 16,728.03
| 21
| 0.8
| 1
|
prepaid
| true
| 23,302.25
|
low
|
CUST4012782
|
+2348077583590
|
Glo
| 2025-09-30T00:00:00
| 789
|
good
| 41
| 34,754.91
| 10
| 0.94
| 2
|
prepaid
| true
| 88,890.49
|
low
|
CUST9421286
|
+2349029276095
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 64
| 35,066.43
| 29
| 0.98
| 0
|
postpaid
| true
| 42,235.92
|
high
|
CUST9813438
|
+2347062929292
|
MTN
| 2025-09-30T00:00:00
| 947
|
excellent
| 72
| 46,354.59
| 12
| 0.77
| 0
|
prepaid
| true
| 53,199.76
|
low
|
CUST3154258
|
+2347050722639
|
Glo
| 2025-09-30T00:00:00
| 474
|
poor
| 39
| 2,453.75
| 18
| 0.22
| 6
|
prepaid
| false
| 0
|
high
|
CUST8351504
|
+2348091643125
|
9mobile
| 2025-09-30T00:00:00
| 587
|
fair
| 31
| 26,850.13
| 11
| 0.27
| 8
|
prepaid
| false
| 0
|
high
|
CUST5799228
|
+2349028889868
|
Airtel
| 2025-09-30T00:00:00
| 530
|
fair
| 4
| 18,732.42
| 11
| 0.7
| 8
|
prepaid
| false
| 0
|
low
|
CUST5955814
|
+2348063434890
|
MTN
| 2025-09-30T00:00:00
| 508
|
fair
| 48
| 1,458.79
| 21
| 0.05
| 1
|
prepaid
| false
| 0
|
high
|
CUST4143592
|
+2349064895355
|
MTN
| 2025-09-30T00:00:00
| 685
|
good
| 23
| 5,479.74
| 29
| 0.77
| 0
|
prepaid
| true
| 11,278.02
|
medium
|
CUST3647035
|
+2349055514893
|
Glo
| 2025-09-30T00:00:00
| 619
|
fair
| 30
| 49,227.71
| 1
| 0.72
| 10
|
prepaid
| false
| 0
|
medium
|
CUST7807029
|
+2349062530848
|
MTN
| 2025-09-30T00:00:00
| 712
|
good
| 28
| 30,751.76
| 27
| 0.38
| 0
|
prepaid
| true
| 65,155.44
|
low
|
CUST9559508
|
+2347036339450
|
MTN
| 2025-09-30T00:00:00
| 614
|
fair
| 95
| 1,200.65
| 8
| 0.15
| 2
|
prepaid
| false
| 0
|
high
|
CUST3920775
|
+2347032348245
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 112
| 10,648.99
| 25
| 0.96
| 1
|
prepaid
| true
| 24,263.31
|
low
|
CUST3432736
|
+2349078308552
|
Airtel
| 2025-09-30T00:00:00
| 648
|
fair
| 40
| 5,132.52
| 19
| 0.75
| 10
|
postpaid
| false
| 0
|
high
|
CUST6642712
|
+2347085896085
|
Airtel
| 2025-09-30T00:00:00
| 616
|
fair
| 19
| 25,224.56
| 11
| 0.58
| 3
|
prepaid
| false
| 0
|
low
|
CUST7303853
|
+2349014671056
|
Airtel
| 2025-09-30T00:00:00
| 660
|
good
| 55
| 39,947.96
| 11
| 0.4
| 1
|
prepaid
| true
| 94,727.66
|
low
|
CUST1168904
|
+2349025710030
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 77
| 40,657.99
| 25
| 0.48
| 2
|
prepaid
| true
| 84,287.38
|
low
|
CUST9194939
|
+2348021195740
|
Airtel
| 2025-09-30T00:00:00
| 798
|
good
| 114
| 10,643.22
| 13
| 0.03
| 1
|
prepaid
| true
| 13,173.26
|
low
|
CUST1117246
|
+2348140457611
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 110
| 42,789.48
| 11
| 0.54
| 2
|
prepaid
| true
| 84,209.29
|
low
|
CUST5320722
|
+2348133583224
|
MTN
| 2025-09-30T00:00:00
| 690
|
good
| 76
| 27,674.87
| 10
| 0.15
| 1
|
prepaid
| true
| 30,553.35
|
low
|
CUST2227445
|
+2347057949030
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 102
| 17,334.77
| 21
| 0.91
| 1
|
prepaid
| true
| 24,324.33
|
low
|
CUST8546152
|
+2348142555381
|
MTN
| 2025-09-30T00:00:00
| 749
|
good
| 57
| 19,350.94
| 11
| 0.51
| 2
|
prepaid
| true
| 53,717.31
|
low
|
CUST8272704
|
+2348156983434
|
Glo
| 2025-09-30T00:00:00
| 429
|
poor
| 13
| 19,684.57
| 9
| 0.13
| 2
|
prepaid
| false
| 0
|
low
|
CUST1385776
|
+2348020652216
|
Airtel
| 2025-09-30T00:00:00
| 556
|
fair
| 62
| 10,583.19
| 1
| 0.55
| 8
|
prepaid
| false
| 0
|
high
|
CUST9108472
|
+2348024781186
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 89
| 40,735.86
| 23
| 0.64
| 0
|
prepaid
| true
| 103,742.72
|
low
|
CUST9818635
|
+2347087516881
|
Airtel
| 2025-09-30T00:00:00
| 874
|
excellent
| 64
| 38,822.02
| 23
| 0.34
| 2
|
prepaid
| true
| 93,179.24
|
low
|
CUST7146103
|
+2348033939257
|
MTN
| 2025-09-30T00:00:00
| 594
|
fair
| 25
| 48,908.3
| 25
| 0.08
| 2
|
prepaid
| false
| 0
|
high
|
CUST7732538
|
+2348181197831
|
9mobile
| 2025-09-30T00:00:00
| 979
|
excellent
| 72
| 28,432.55
| 24
| 0.67
| 0
|
prepaid
| true
| 63,758.71
|
low
|
CUST8675294
|
+2348136348455
|
MTN
| 2025-09-30T00:00:00
| 396
|
poor
| 12
| 39,013.5
| 7
| 0.38
| 6
|
prepaid
| false
| 0
|
medium
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.