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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CUST4132560
|
+2348060417392
|
MTN
| 2025-09-30T00:00:00
| 515
|
fair
| 4
| 36,610.96
| 26
| 0.07
| 10
|
prepaid
| false
| 0
|
high
|
CUST1064584
|
+2348036618348
|
MTN
| 2025-09-30T00:00:00
| 582
|
fair
| 64
| 4,325.49
| 19
| 0.21
| 6
|
postpaid
| false
| 0
|
high
|
CUST6316631
|
+2348118419869
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 66
| 28,938.8
| 27
| 0.94
| 1
|
prepaid
| true
| 54,824.05
|
low
|
CUST8679428
|
+2348050329677
|
Glo
| 2025-09-30T00:00:00
| 754
|
good
| 93
| 9,611.88
| 18
| 0.09
| 2
|
prepaid
| true
| 26,787.78
|
low
|
CUST1019095
|
+2348020877753
|
Airtel
| 2025-09-30T00:00:00
| 942
|
excellent
| 88
| 31,120.72
| 23
| 0.39
| 2
|
prepaid
| true
| 44,395.17
|
low
|
CUST8699702
|
+2349030443933
|
MTN
| 2025-09-30T00:00:00
| 625
|
fair
| 5
| 43,467.55
| 26
| 0.6
| 9
|
prepaid
| false
| 0
|
high
|
CUST8521178
|
+2347057516594
|
Glo
| 2025-09-30T00:00:00
| 469
|
poor
| 42
| 2,710.81
| 11
| 0.45
| 8
|
prepaid
| false
| 0
|
low
|
CUST6825293
|
+2349073994725
|
Airtel
| 2025-09-30T00:00:00
| 670
|
good
| 46
| 10,172.21
| 19
| 0.61
| 2
|
postpaid
| true
| 26,368.5
|
low
|
CUST4489829
|
+2349037426036
|
MTN
| 2025-09-30T00:00:00
| 551
|
fair
| 81
| 4,066.19
| 1
| 0.21
| 1
|
postpaid
| false
| 0
|
high
|
CUST7139524
|
+2348130394309
|
MTN
| 2025-09-30T00:00:00
| 521
|
fair
| 41
| 41,941.26
| 14
| 0.04
| 5
|
postpaid
| false
| 0
|
high
|
CUST6304879
|
+2348125134204
|
Airtel
| 2025-09-30T00:00:00
| 596
|
fair
| 53
| 29,371.67
| 4
| 0.22
| 7
|
prepaid
| false
| 0
|
medium
|
CUST2826345
|
+2348062608671
|
MTN
| 2025-09-30T00:00:00
| 649
|
fair
| 9
| 19,708.25
| 23
| 0.48
| 5
|
prepaid
| false
| 0
|
medium
|
CUST3145621
|
+2347082957587
|
Airtel
| 2025-09-30T00:00:00
| 559
|
fair
| 13
| 38,929.01
| 13
| 0.66
| 10
|
prepaid
| false
| 0
|
high
|
CUST9969754
|
+2348061391436
|
MTN
| 2025-09-30T00:00:00
| 862
|
excellent
| 57
| 49,948.43
| 20
| 0.57
| 1
|
prepaid
| true
| 54,769.06
|
low
|
CUST5220611
|
+2349024540801
|
Airtel
| 2025-09-30T00:00:00
| 883
|
excellent
| 94
| 25,480.7
| 6
| 0.48
| 2
|
prepaid
| true
| 44,674.18
|
low
|
CUST1112020
|
+2349068658615
|
MTN
| 2025-09-30T00:00:00
| 811
|
excellent
| 19
| 29,113.79
| 30
| 0.79
| 0
|
prepaid
| true
| 76,361.5
|
low
|
CUST5500110
|
+2347059664140
|
Glo
| 2025-09-30T00:00:00
| 963
|
excellent
| 78
| 37,611.17
| 14
| 0.86
| 2
|
prepaid
| true
| 92,573.54
|
low
|
CUST4788052
|
+2348132982655
|
MTN
| 2025-09-30T00:00:00
| 753
|
good
| 72
| 28,664.77
| 3
| 0.47
| 0
|
prepaid
| true
| 28,828.46
|
medium
|
CUST5861245
|
+2348156292513
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 105
| 44,173.06
| 13
| 0.89
| 2
|
postpaid
| true
| 100,417.76
|
low
|
CUST7245863
|
+2348100641525
|
MTN
| 2025-09-30T00:00:00
| 465
|
poor
| 24
| 15,093.4
| 9
| 0.23
| 2
|
prepaid
| false
| 0
|
high
|
CUST1576945
|
+2348035196801
|
MTN
| 2025-09-30T00:00:00
| 989
|
excellent
| 68
| 11,073.74
| 29
| 0.76
| 2
|
prepaid
| true
| 24,145.51
|
low
|
CUST9427418
|
+2347086272933
|
Airtel
| 2025-09-30T00:00:00
| 902
|
excellent
| 76
| 8,586.81
| 16
| 0.8
| 0
|
prepaid
| true
| 23,301.65
|
low
|
CUST8405056
|
+2348075094923
|
Glo
| 2025-09-30T00:00:00
| 713
|
good
| 68
| 28,433.4
| 13
| 0.27
| 0
|
prepaid
| true
| 74,801.62
|
low
|
CUST5019775
|
+2349081693296
|
9mobile
| 2025-09-30T00:00:00
| 919
|
excellent
| 67
| 43,470.73
| 15
| 0.79
| 0
|
prepaid
| true
| 90,566.18
|
high
|
CUST7814983
|
+2349053466812
|
Glo
| 2025-09-30T00:00:00
| 595
|
fair
| 53
| 42,829.72
| 7
| 0.32
| 5
|
prepaid
| false
| 0
|
high
|
CUST7491749
|
+2349027467008
|
Airtel
| 2025-09-30T00:00:00
| 508
|
fair
| 31
| 42,180.83
| 19
| 0
| 0
|
prepaid
| false
| 0
|
high
|
CUST6655869
|
+2347034786258
|
MTN
| 2025-09-30T00:00:00
| 411
|
poor
| 6
| 18,367.08
| 15
| 0.04
| 9
|
prepaid
| false
| 0
|
high
|
CUST1952148
|
+2348119151909
|
Glo
| 2025-09-30T00:00:00
| 729
|
good
| 22
| 45,899.04
| 18
| 0.8
| 2
|
prepaid
| true
| 103,013.13
|
low
|
CUST1009192
|
+2347087304000
|
Airtel
| 2025-09-30T00:00:00
| 654
|
good
| 45
| 36,099.83
| 4
| 0.53
| 0
|
prepaid
| true
| 93,128.96
|
high
|
CUST9441304
|
+2348071623303
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 96
| 27,897.45
| 5
| 0.93
| 2
|
postpaid
| true
| 77,539.58
|
medium
|
CUST3129930
|
+2349055856625
|
Glo
| 2025-09-30T00:00:00
| 300
|
poor
| 2
| 20,456.63
| 8
| 0.08
| 5
|
prepaid
| false
| 0
|
low
|
CUST8852910
|
+2348039371462
|
MTN
| 2025-09-30T00:00:00
| 870
|
excellent
| 69
| 39,707.83
| 24
| 0.3
| 0
|
prepaid
| true
| 117,973.71
|
medium
|
CUST2768706
|
+2349097089059
|
9mobile
| 2025-09-30T00:00:00
| 942
|
excellent
| 107
| 33,075.98
| 7
| 0.47
| 2
|
postpaid
| true
| 66,436.06
|
low
|
CUST6776064
|
+2348088751544
|
Airtel
| 2025-09-30T00:00:00
| 607
|
fair
| 9
| 48,778.41
| 23
| 0.6
| 7
|
prepaid
| false
| 0
|
high
|
CUST8552083
|
+2348137022200
|
MTN
| 2025-09-30T00:00:00
| 619
|
fair
| 41
| 22,924.47
| 15
| 0.36
| 0
|
prepaid
| false
| 0
|
medium
|
CUST6265218
|
+2349015677637
|
Airtel
| 2025-09-30T00:00:00
| 562
|
fair
| 84
| 2,436.19
| 6
| 0.11
| 9
|
prepaid
| false
| 0
|
medium
|
CUST4590741
|
+2348166846371
|
MTN
| 2025-09-30T00:00:00
| 775
|
good
| 94
| 16,139.43
| 7
| 0.2
| 0
|
prepaid
| true
| 18,894.01
|
medium
|
CUST2376469
|
+2348134511173
|
MTN
| 2025-09-30T00:00:00
| 533
|
fair
| 3
| 33,704.23
| 24
| 0.16
| 7
|
prepaid
| false
| 0
|
medium
|
CUST5974915
|
+2348156183905
|
Glo
| 2025-09-30T00:00:00
| 865
|
excellent
| 75
| 30,575.47
| 10
| 0.49
| 2
|
prepaid
| true
| 83,311.63
|
high
|
CUST6180947
|
+2349017595221
|
Airtel
| 2025-09-30T00:00:00
| 749
|
good
| 92
| 37,019.97
| 4
| 0.08
| 2
|
postpaid
| true
| 106,486.61
|
medium
|
CUST8912006
|
+2348026718069
|
Airtel
| 2025-09-30T00:00:00
| 859
|
excellent
| 102
| 2,503.41
| 15
| 0.49
| 1
|
prepaid
| true
| 6,903.51
|
medium
|
CUST3600385
|
+2348054236741
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 76
| 37,646.91
| 24
| 0.95
| 0
|
prepaid
| true
| 68,000.59
|
low
|
CUST1709269
|
+2349060593398
|
MTN
| 2025-09-30T00:00:00
| 644
|
fair
| 68
| 14,443.02
| 5
| 0.42
| 7
|
prepaid
| false
| 0
|
high
|
CUST9355504
|
+2347010514797
|
Airtel
| 2025-09-30T00:00:00
| 567
|
fair
| 43
| 34,653.47
| 11
| 0.18
| 5
|
prepaid
| false
| 0
|
high
|
CUST6512930
|
+2349062341064
|
MTN
| 2025-09-30T00:00:00
| 828
|
excellent
| 40
| 43,283.32
| 15
| 0.81
| 2
|
prepaid
| true
| 90,146.95
|
low
|
CUST2034382
|
+2348119299994
|
Glo
| 2025-09-30T00:00:00
| 443
|
poor
| 10
| 21,252.78
| 12
| 0.22
| 0
|
prepaid
| false
| 0
|
high
|
CUST1103421
|
+2347011003298
|
Airtel
| 2025-09-30T00:00:00
| 440
|
poor
| 1
| 42,083.72
| 22
| 0.03
| 0
|
prepaid
| false
| 0
|
high
|
CUST7356852
|
+2349053487735
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 93
| 18,480
| 11
| 0.99
| 2
|
prepaid
| true
| 36,653.44
|
low
|
CUST9028172
|
+2348120732243
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 75
| 34,250.89
| 25
| 0.68
| 1
|
prepaid
| true
| 71,760.61
|
low
|
CUST6807873
|
+2348081071672
|
Airtel
| 2025-09-30T00:00:00
| 473
|
poor
| 21
| 2,392.42
| 28
| 0.18
| 1
|
prepaid
| false
| 0
|
medium
|
CUST8691307
|
+2347054177441
|
Glo
| 2025-09-30T00:00:00
| 799
|
good
| 53
| 16,915.69
| 24
| 0.26
| 0
|
postpaid
| true
| 44,518.71
|
low
|
CUST1028555
|
+2348144196975
|
MTN
| 2025-09-30T00:00:00
| 769
|
good
| 36
| 21,991.33
| 16
| 0.62
| 2
|
prepaid
| true
| 52,521.68
|
low
|
CUST8623018
|
+2347012466041
|
Airtel
| 2025-09-30T00:00:00
| 920
|
excellent
| 89
| 40,580.02
| 19
| 0.37
| 2
|
prepaid
| true
| 53,956.3
|
low
|
CUST5892984
|
+2347010442686
|
Airtel
| 2025-09-30T00:00:00
| 342
|
poor
| 11
| 10,131.7
| 22
| 0.03
| 4
|
prepaid
| false
| 0
|
high
|
CUST1813646
|
+2348053476355
|
Glo
| 2025-09-30T00:00:00
| 584
|
fair
| 8
| 42,300.75
| 23
| 0.31
| 2
|
prepaid
| false
| 0
|
low
|
CUST6546590
|
+2347068933537
|
MTN
| 2025-09-30T00:00:00
| 776
|
good
| 36
| 30,128.88
| 14
| 0.8
| 2
|
prepaid
| true
| 39,650.64
|
low
|
CUST2258687
|
+2348162762497
|
MTN
| 2025-09-30T00:00:00
| 721
|
good
| 54
| 11,299.49
| 24
| 0.16
| 0
|
prepaid
| true
| 27,420.53
|
medium
|
CUST4143329
|
+2349079102831
|
Airtel
| 2025-09-30T00:00:00
| 589
|
fair
| 20
| 33,465.04
| 12
| 0.6
| 5
|
postpaid
| false
| 0
|
medium
|
CUST5037183
|
+2349013185595
|
Airtel
| 2025-09-30T00:00:00
| 400
|
poor
| 2
| 43,035.87
| 1
| 0.63
| 0
|
prepaid
| false
| 0
|
high
|
CUST6642268
|
+2348143992630
|
MTN
| 2025-09-30T00:00:00
| 806
|
excellent
| 101
| 38,180.18
| 9
| 0.13
| 0
|
postpaid
| true
| 60,336.61
|
low
|
CUST8290300
|
+2348059256099
|
Glo
| 2025-09-30T00:00:00
| 657
|
good
| 101
| 9,140.44
| 6
| 0.1
| 2
|
prepaid
| true
| 20,937.55
|
low
|
CUST3181091
|
+2349074289783
|
Airtel
| 2025-09-30T00:00:00
| 452
|
poor
| 53
| 1,426.41
| 2
| 0.54
| 2
|
postpaid
| false
| 0
|
high
|
CUST6051067
|
+2348133209861
|
MTN
| 2025-09-30T00:00:00
| 943
|
excellent
| 72
| 36,837
| 22
| 0.61
| 1
|
prepaid
| true
| 58,453.24
|
low
|
CUST1579417
|
+2348137487053
|
MTN
| 2025-09-30T00:00:00
| 346
|
poor
| 16
| 21,625.76
| 1
| 0.31
| 2
|
prepaid
| false
| 0
|
high
|
CUST3700606
|
+2349070499231
|
Airtel
| 2025-09-30T00:00:00
| 810
|
excellent
| 70
| 12,042.75
| 13
| 0.57
| 1
|
prepaid
| true
| 29,224.46
|
medium
|
CUST4134245
|
+2347039588073
|
MTN
| 2025-09-30T00:00:00
| 709
|
good
| 64
| 48,475.26
| 3
| 0.37
| 2
|
prepaid
| true
| 69,843.15
|
low
|
CUST7214215
|
+2348101078971
|
MTN
| 2025-09-30T00:00:00
| 826
|
excellent
| 22
| 17,897.3
| 25
| 0.82
| 2
|
postpaid
| true
| 30,716.97
|
low
|
CUST8589805
|
+2347054902792
|
Glo
| 2025-09-30T00:00:00
| 357
|
poor
| 3
| 47,217.48
| 2
| 0.24
| 5
|
prepaid
| false
| 0
|
high
|
CUST4010527
|
+2347089752854
|
Airtel
| 2025-09-30T00:00:00
| 454
|
poor
| 36
| 11,493.18
| 16
| 0.03
| 0
|
prepaid
| false
| 0
|
medium
|
CUST5322599
|
+2348112027119
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 68
| 19,973.96
| 24
| 0.89
| 1
|
prepaid
| true
| 32,007.02
|
medium
|
CUST8601411
|
+2348061524880
|
MTN
| 2025-09-30T00:00:00
| 907
|
excellent
| 77
| 43,441.12
| 9
| 0.85
| 1
|
postpaid
| true
| 120,199.72
|
low
|
CUST2759174
|
+2348027307605
|
Airtel
| 2025-09-30T00:00:00
| 629
|
fair
| 21
| 11,254.6
| 17
| 0.71
| 5
|
prepaid
| false
| 0
|
high
|
CUST3765558
|
+2348184162585
|
9mobile
| 2025-09-30T00:00:00
| 783
|
good
| 20
| 22,063.4
| 30
| 0.5
| 2
|
prepaid
| true
| 32,372.99
|
high
|
CUST3568719
|
+2348053757659
|
Glo
| 2025-09-30T00:00:00
| 908
|
excellent
| 57
| 31,477.13
| 30
| 0.56
| 1
|
prepaid
| true
| 72,104.44
|
low
|
CUST8914657
|
+2349036953428
|
MTN
| 2025-09-30T00:00:00
| 923
|
excellent
| 68
| 12,545.09
| 19
| 0.84
| 1
|
prepaid
| true
| 27,039.46
|
low
|
CUST4531682
|
+2348150609403
|
Glo
| 2025-09-30T00:00:00
| 885
|
excellent
| 67
| 6,132.2
| 25
| 0.78
| 2
|
prepaid
| true
| 6,873.06
|
high
|
CUST7996200
|
+2349012230056
|
Airtel
| 2025-09-30T00:00:00
| 474
|
poor
| 40
| 551.48
| 19
| 0.26
| 2
|
prepaid
| false
| 0
|
high
|
CUST9984074
|
+2348183823977
|
9mobile
| 2025-09-30T00:00:00
| 795
|
good
| 83
| 11,622.64
| 14
| 0.29
| 0
|
prepaid
| true
| 31,293.83
|
low
|
CUST3966950
|
+2349023131187
|
Airtel
| 2025-09-30T00:00:00
| 572
|
fair
| 4
| 30,297.94
| 22
| 0.32
| 8
|
prepaid
| false
| 0
|
high
|
CUST5082476
|
+2348030224793
|
MTN
| 2025-09-30T00:00:00
| 903
|
excellent
| 35
| 30,739.29
| 27
| 0.85
| 1
|
prepaid
| true
| 66,167.54
|
low
|
CUST8759064
|
+2348072163627
|
Glo
| 2025-09-30T00:00:00
| 300
|
poor
| 11
| 7,632.68
| 13
| 0.18
| 4
|
prepaid
| false
| 0
|
low
|
CUST8534747
|
+2348028808947
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 106
| 41,767.55
| 19
| 0.83
| 2
|
prepaid
| true
| 121,219.26
|
high
|
CUST7007112
|
+2348067033257
|
MTN
| 2025-09-30T00:00:00
| 529
|
fair
| 15
| 7,979.81
| 17
| 0.77
| 8
|
prepaid
| false
| 0
|
medium
|
CUST7174064
|
+2347039723547
|
MTN
| 2025-09-30T00:00:00
| 905
|
excellent
| 100
| 24,875.25
| 2
| 0.68
| 1
|
prepaid
| true
| 25,644.14
|
low
|
CUST8596527
|
+2349066463767
|
MTN
| 2025-09-30T00:00:00
| 699
|
good
| 54
| 18,470.1
| 7
| 0.72
| 1
|
prepaid
| true
| 25,806.02
|
low
|
CUST8604383
|
+2348149723204
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 94
| 40,317.24
| 27
| 0.59
| 1
|
prepaid
| true
| 92,132.25
|
low
|
CUST4248397
|
+2349069582190
|
MTN
| 2025-09-30T00:00:00
| 948
|
excellent
| 82
| 10,771.06
| 20
| 0.61
| 2
|
prepaid
| true
| 23,183.15
|
low
|
CUST7829073
|
+2348071496142
|
Glo
| 2025-09-30T00:00:00
| 843
|
excellent
| 79
| 29,895.45
| 14
| 0.43
| 2
|
prepaid
| true
| 85,248.28
|
low
|
CUST5746617
|
+2349055351017
|
Glo
| 2025-09-30T00:00:00
| 604
|
fair
| 2
| 33,655.27
| 26
| 0.39
| 2
|
postpaid
| false
| 0
|
medium
|
CUST2582192
|
+2348058506467
|
Glo
| 2025-09-30T00:00:00
| 713
|
good
| 51
| 47,287.42
| 5
| 0.53
| 1
|
postpaid
| true
| 118,752.38
|
low
|
CUST8227425
|
+2348106128933
|
MTN
| 2025-09-30T00:00:00
| 826
|
excellent
| 35
| 19,685.5
| 17
| 0.99
| 0
|
prepaid
| true
| 30,968.63
|
low
|
CUST2583657
|
+2348056772206
|
Glo
| 2025-09-30T00:00:00
| 760
|
good
| 50
| 39,758.75
| 18
| 0.31
| 0
|
postpaid
| true
| 48,266.49
|
high
|
CUST7064905
|
+2348078888560
|
Glo
| 2025-09-30T00:00:00
| 868
|
excellent
| 93
| 30,532.39
| 13
| 0.4
| 1
|
postpaid
| true
| 38,280.97
|
low
|
CUST9309649
|
+2348076839233
|
Glo
| 2025-09-30T00:00:00
| 849
|
excellent
| 82
| 2,770.88
| 20
| 0.84
| 1
|
prepaid
| true
| 3,621.99
|
medium
|
CUST7821523
|
+2349029797424
|
Airtel
| 2025-09-30T00:00:00
| 724
|
good
| 59
| 42,508.57
| 18
| 0.29
| 2
|
prepaid
| true
| 85,232.71
|
low
|
CUST2673869
|
+2349023099096
|
Airtel
| 2025-09-30T00:00:00
| 781
|
good
| 28
| 18,286.18
| 29
| 0.68
| 2
|
prepaid
| true
| 47,068.25
|
low
|
CUST6586539
|
+2348170405679
|
9mobile
| 2025-09-30T00:00:00
| 555
|
fair
| 17
| 24,703.26
| 22
| 0.28
| 1
|
prepaid
| false
| 0
|
high
|
CUST5997502
|
+2348173154926
|
9mobile
| 2025-09-30T00:00:00
| 970
|
excellent
| 93
| 21,517.79
| 18
| 0.49
| 0
|
prepaid
| true
| 53,681.36
|
low
|
CUST3086946
|
+2348176153421
|
9mobile
| 2025-09-30T00:00:00
| 350
|
poor
| 3
| 2,373.07
| 15
| 0.63
| 5
|
prepaid
| false
| 0
|
high
|
CUST2076801
|
+2349034778728
|
MTN
| 2025-09-30T00:00:00
| 466
|
poor
| 44
| 14,447.43
| 6
| 0.26
| 7
|
postpaid
| false
| 0
|
low
|
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