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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CUST1520085
|
+2348066357310
|
MTN
| 2025-09-30T00:00:00
| 663
|
good
| 79
| 36,425.51
| 2
| 0.26
| 2
|
prepaid
| true
| 69,893.82
|
medium
|
CUST3629588
|
+2349017306676
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 80
| 14,704.43
| 23
| 0.94
| 2
|
prepaid
| true
| 34,614.41
|
medium
|
CUST2366985
|
+2349032387355
|
MTN
| 2025-09-30T00:00:00
| 576
|
fair
| 31
| 17,930.19
| 26
| 0.06
| 2
|
prepaid
| false
| 0
|
high
|
CUST9726963
|
+2349033920934
|
MTN
| 2025-09-30T00:00:00
| 490
|
poor
| 5
| 26,556.23
| 5
| 0.79
| 4
|
prepaid
| false
| 0
|
medium
|
CUST9446911
|
+2348171465378
|
9mobile
| 2025-09-30T00:00:00
| 388
|
poor
| 20
| 34,579.86
| 7
| 0.22
| 6
|
prepaid
| false
| 0
|
high
|
CUST3796189
|
+2349010613221
|
Airtel
| 2025-09-30T00:00:00
| 666
|
good
| 83
| 14,767.97
| 10
| 0.06
| 1
|
prepaid
| true
| 36,282.16
|
low
|
CUST4641989
|
+2348111361039
|
Glo
| 2025-09-30T00:00:00
| 831
|
excellent
| 75
| 49,525.37
| 1
| 0.74
| 2
|
prepaid
| true
| 50,490.25
|
low
|
CUST8662521
|
+2348037269337
|
MTN
| 2025-09-30T00:00:00
| 937
|
excellent
| 59
| 48,928.53
| 28
| 0.66
| 2
|
prepaid
| true
| 69,660.64
|
low
|
CUST1126657
|
+2348038928419
|
MTN
| 2025-09-30T00:00:00
| 597
|
fair
| 8
| 47,188.29
| 22
| 0.6
| 1
|
postpaid
| false
| 0
|
medium
|
CUST6446852
|
+2349021749448
|
Airtel
| 2025-09-30T00:00:00
| 395
|
poor
| 19
| 46,017.62
| 2
| 0.34
| 2
|
prepaid
| false
| 0
|
medium
|
CUST9352674
|
+2349027776896
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 111
| 42,914.88
| 26
| 0.38
| 1
|
prepaid
| true
| 105,267.4
|
medium
|
CUST6147060
|
+2349051732017
|
Glo
| 2025-09-30T00:00:00
| 763
|
good
| 75
| 15,750.34
| 17
| 0.17
| 1
|
prepaid
| true
| 35,809.28
|
low
|
CUST4846319
|
+2349095857188
|
9mobile
| 2025-09-30T00:00:00
| 785
|
good
| 111
| 14,583.92
| 7
| 0.05
| 0
|
prepaid
| true
| 36,992.29
|
low
|
CUST6280239
|
+2348101030985
|
MTN
| 2025-09-30T00:00:00
| 543
|
fair
| 34
| 40,817.35
| 12
| 0.17
| 3
|
prepaid
| false
| 0
|
high
|
CUST9160863
|
+2348156874813
|
Glo
| 2025-09-30T00:00:00
| 737
|
good
| 59
| 22,365.79
| 9
| 0.38
| 2
|
prepaid
| true
| 54,205.97
|
low
|
CUST8448347
|
+2349010797220
|
Airtel
| 2025-09-30T00:00:00
| 713
|
good
| 8
| 21,101.3
| 30
| 0.48
| 1
|
prepaid
| true
| 38,728.82
|
high
|
CUST8132267
|
+2348146022715
|
MTN
| 2025-09-30T00:00:00
| 870
|
excellent
| 58
| 46,863.41
| 13
| 0.71
| 0
|
prepaid
| true
| 89,285.74
|
low
|
CUST5078446
|
+2348055378565
|
Glo
| 2025-09-30T00:00:00
| 462
|
poor
| 7
| 7,363.19
| 16
| 0.65
| 1
|
postpaid
| false
| 0
|
high
|
CUST4539264
|
+2348144446220
|
MTN
| 2025-09-30T00:00:00
| 679
|
good
| 84
| 14,083.04
| 3
| 0.14
| 2
|
prepaid
| true
| 25,296.68
|
medium
|
CUST8026088
|
+2348120495267
|
Airtel
| 2025-09-30T00:00:00
| 627
|
fair
| 26
| 43,768.09
| 5
| 0.67
| 4
|
prepaid
| false
| 0
|
high
|
CUST7581355
|
+2348169319507
|
MTN
| 2025-09-30T00:00:00
| 840
|
excellent
| 44
| 20,509.12
| 18
| 0.65
| 2
|
prepaid
| true
| 27,229.69
|
low
|
CUST3617956
|
+2348082081228
|
Airtel
| 2025-09-30T00:00:00
| 827
|
excellent
| 87
| 7,682.94
| 10
| 0.57
| 2
|
prepaid
| true
| 14,317.68
|
low
|
CUST4500892
|
+2349076413699
|
Airtel
| 2025-09-30T00:00:00
| 666
|
good
| 16
| 41,945.57
| 10
| 0.83
| 2
|
prepaid
| true
| 101,781.29
|
low
|
CUST8836999
|
+2348113783917
|
Glo
| 2025-09-30T00:00:00
| 909
|
excellent
| 91
| 37,535.21
| 23
| 0.11
| 1
|
prepaid
| true
| 50,321.27
|
low
|
CUST1004136
|
+2349023652779
|
Airtel
| 2025-09-30T00:00:00
| 632
|
fair
| 4
| 49,579.86
| 18
| 0.72
| 9
|
prepaid
| false
| 0
|
medium
|
CUST9351736
|
+2348109449897
|
MTN
| 2025-09-30T00:00:00
| 924
|
excellent
| 104
| 34,224.61
| 21
| 0.13
| 1
|
prepaid
| true
| 70,450.61
|
low
|
CUST5999385
|
+2348024624190
|
Airtel
| 2025-09-30T00:00:00
| 734
|
good
| 32
| 45,858.55
| 25
| 0.32
| 0
|
prepaid
| true
| 55,149.94
|
low
|
CUST6617315
|
+2348169088671
|
MTN
| 2025-09-30T00:00:00
| 660
|
good
| 84
| 46,961.2
| 3
| 0.11
| 1
|
prepaid
| true
| 116,984.37
|
low
|
CUST6431277
|
+2348160248210
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 113
| 20,353.65
| 19
| 0.48
| 1
|
postpaid
| true
| 33,340.33
|
low
|
CUST3411212
|
+2348072865620
|
Glo
| 2025-09-30T00:00:00
| 729
|
good
| 4
| 27,621.57
| 27
| 0.69
| 0
|
prepaid
| true
| 75,218.23
|
low
|
CUST6781365
|
+2347068277758
|
MTN
| 2025-09-30T00:00:00
| 693
|
good
| 70
| 23,876.86
| 15
| 0.1
| 2
|
postpaid
| true
| 48,270.55
|
medium
|
CUST8973007
|
+2347061667773
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 74
| 35,712.55
| 25
| 0.88
| 0
|
prepaid
| true
| 101,471.12
|
low
|
CUST1719760
|
+2348121173588
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 115
| 44,808.8
| 18
| 0.77
| 1
|
prepaid
| true
| 70,381.43
|
medium
|
CUST5271636
|
+2348121198563
|
Airtel
| 2025-09-30T00:00:00
| 795
|
good
| 56
| 30,073.36
| 6
| 0.75
| 1
|
prepaid
| true
| 48,481.96
|
medium
|
CUST8315665
|
+2348100974093
|
MTN
| 2025-09-30T00:00:00
| 881
|
excellent
| 97
| 22,912.26
| 4
| 0.58
| 1
|
prepaid
| true
| 50,811.74
|
low
|
CUST5329189
|
+2349067564757
|
MTN
| 2025-09-30T00:00:00
| 651
|
good
| 103
| 5,424.17
| 6
| 0.08
| 2
|
prepaid
| true
| 11,243.14
|
low
|
CUST9334053
|
+2348157332130
|
Glo
| 2025-09-30T00:00:00
| 772
|
good
| 46
| 6,355.84
| 29
| 0.53
| 1
|
prepaid
| true
| 17,758.76
|
low
|
CUST3590641
|
+2348067446282
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 94
| 25,481.91
| 27
| 0.24
| 2
|
prepaid
| true
| 26,276.39
|
low
|
CUST3480473
|
+2349078999887
|
Airtel
| 2025-09-30T00:00:00
| 690
|
good
| 40
| 29,563.19
| 8
| 0.58
| 2
|
prepaid
| true
| 41,262.97
|
low
|
CUST3381313
|
+2347039729093
|
MTN
| 2025-09-30T00:00:00
| 923
|
excellent
| 66
| 33,319.09
| 28
| 0.36
| 0
|
prepaid
| true
| 59,130.71
|
low
|
CUST6286209
|
+2348131151124
|
MTN
| 2025-09-30T00:00:00
| 714
|
good
| 50
| 44,744.58
| 27
| 0.07
| 1
|
postpaid
| true
| 60,930.04
|
medium
|
CUST9004795
|
+2349034725515
|
MTN
| 2025-09-30T00:00:00
| 756
|
good
| 105
| 22,918.88
| 5
| 0
| 0
|
prepaid
| true
| 63,091.05
|
medium
|
CUST1248044
|
+2349081247961
|
9mobile
| 2025-09-30T00:00:00
| 475
|
poor
| 15
| 9,100.37
| 11
| 0.61
| 9
|
prepaid
| false
| 0
|
medium
|
CUST6019104
|
+2348103013610
|
MTN
| 2025-09-30T00:00:00
| 854
|
excellent
| 79
| 8,731.28
| 21
| 0.67
| 2
|
postpaid
| true
| 24,230.86
|
low
|
CUST8135583
|
+2348167947047
|
MTN
| 2025-09-30T00:00:00
| 513
|
fair
| 23
| 26,643.85
| 16
| 0.01
| 10
|
prepaid
| false
| 0
|
low
|
CUST9959971
|
+2348073278605
|
Glo
| 2025-09-30T00:00:00
| 847
|
excellent
| 69
| 12,730.24
| 17
| 0.64
| 1
|
prepaid
| true
| 19,359.31
|
low
|
CUST7005133
|
+2348143116496
|
MTN
| 2025-09-30T00:00:00
| 509
|
fair
| 24
| 36,555.29
| 4
| 0.35
| 4
|
prepaid
| false
| 0
|
medium
|
CUST2305781
|
+2349079071606
|
Airtel
| 2025-09-30T00:00:00
| 829
|
excellent
| 60
| 23,773.04
| 10
| 0.78
| 1
|
prepaid
| true
| 49,960.91
|
low
|
CUST4649312
|
+2348057569996
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 78
| 13,400.33
| 26
| 0.86
| 0
|
prepaid
| true
| 23,532.6
|
low
|
CUST3419099
|
+2347086395635
|
Airtel
| 2025-09-30T00:00:00
| 960
|
excellent
| 68
| 21,341.3
| 16
| 0.89
| 1
|
prepaid
| true
| 29,037.02
|
low
|
CUST9993088
|
+2348035490904
|
MTN
| 2025-09-30T00:00:00
| 413
|
poor
| 22
| 17,152.1
| 11
| 0.01
| 4
|
prepaid
| false
| 0
|
medium
|
CUST4481102
|
+2349017929212
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 86
| 16,792.41
| 19
| 0.74
| 1
|
prepaid
| true
| 44,135.52
|
low
|
CUST3440993
|
+2347054761140
|
Glo
| 2025-09-30T00:00:00
| 794
|
good
| 101
| 9,595.63
| 5
| 0.41
| 2
|
prepaid
| true
| 14,328.74
|
low
|
CUST7028910
|
+2347057581948
|
Glo
| 2025-09-30T00:00:00
| 859
|
excellent
| 87
| 26,855
| 24
| 0.1
| 0
|
prepaid
| true
| 66,018.65
|
low
|
CUST6390949
|
+2349053460882
|
Glo
| 2025-09-30T00:00:00
| 942
|
excellent
| 99
| 49,022.37
| 7
| 0.46
| 2
|
prepaid
| true
| 132,199.5
|
low
|
CUST7697002
|
+2348143937457
|
MTN
| 2025-09-30T00:00:00
| 364
|
poor
| 51
| 1,772.76
| 3
| 0.14
| 8
|
prepaid
| false
| 0
|
high
|
CUST6981118
|
+2348099710685
|
9mobile
| 2025-09-30T00:00:00
| 657
|
good
| 47
| 43,200.54
| 16
| 0.3
| 1
|
prepaid
| true
| 128,145.42
|
medium
|
CUST4095318
|
+2349037201513
|
MTN
| 2025-09-30T00:00:00
| 640
|
fair
| 82
| 11,030.8
| 5
| 0.14
| 0
|
prepaid
| false
| 0
|
high
|
CUST7816125
|
+2347080465124
|
Airtel
| 2025-09-30T00:00:00
| 811
|
excellent
| 98
| 43,859.69
| 5
| 0.11
| 2
|
postpaid
| true
| 46,314.79
|
high
|
CUST5441948
|
+2348104728969
|
MTN
| 2025-09-30T00:00:00
| 451
|
poor
| 11
| 40,467.9
| 1
| 0.51
| 4
|
prepaid
| false
| 0
|
low
|
CUST7628274
|
+2348097638266
|
9mobile
| 2025-09-30T00:00:00
| 873
|
excellent
| 80
| 44,050.43
| 14
| 0.52
| 0
|
prepaid
| true
| 131,440.13
|
low
|
CUST8020299
|
+2348149656100
|
MTN
| 2025-09-30T00:00:00
| 300
|
poor
| 2
| 13,120.32
| 10
| 0.02
| 7
|
postpaid
| false
| 0
|
high
|
CUST9747929
|
+2348104753096
|
MTN
| 2025-09-30T00:00:00
| 460
|
poor
| 58
| 4,331.4
| 8
| 0.01
| 3
|
prepaid
| false
| 0
|
high
|
CUST7594292
|
+2347054958473
|
Glo
| 2025-09-30T00:00:00
| 650
|
fair
| 25
| 11,574.5
| 20
| 0.69
| 0
|
postpaid
| false
| 0
|
high
|
CUST9096035
|
+2347033928161
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 80
| 28,780.64
| 22
| 0.9
| 0
|
prepaid
| true
| 73,391.84
|
medium
|
CUST2818176
|
+2348110215885
|
Glo
| 2025-09-30T00:00:00
| 814
|
excellent
| 59
| 18,669.64
| 26
| 0.08
| 0
|
prepaid
| true
| 28,715.48
|
low
|
CUST5902819
|
+2347013633470
|
Airtel
| 2025-09-30T00:00:00
| 779
|
good
| 61
| 39,306.77
| 7
| 0.64
| 2
|
prepaid
| true
| 53,031.52
|
low
|
CUST5490102
|
+2348128222348
|
Airtel
| 2025-09-30T00:00:00
| 455
|
poor
| 31
| 3,118.48
| 15
| 0.51
| 5
|
prepaid
| false
| 0
|
medium
|
CUST8464316
|
+2349035372298
|
MTN
| 2025-09-30T00:00:00
| 871
|
excellent
| 48
| 35,202.79
| 19
| 0.79
| 2
|
prepaid
| true
| 85,794.29
|
low
|
CUST6139427
|
+2348166895237
|
MTN
| 2025-09-30T00:00:00
| 698
|
good
| 63
| 13,849.43
| 3
| 0.67
| 1
|
prepaid
| true
| 21,664.1
|
low
|
CUST4616533
|
+2348161803119
|
MTN
| 2025-09-30T00:00:00
| 612
|
fair
| 50
| 24,041.59
| 9
| 0.39
| 5
|
prepaid
| false
| 0
|
medium
|
CUST4584225
|
+2349099819429
|
9mobile
| 2025-09-30T00:00:00
| 726
|
good
| 28
| 48,564.91
| 20
| 0.69
| 0
|
prepaid
| true
| 88,097.66
|
low
|
CUST9163889
|
+2347060348083
|
MTN
| 2025-09-30T00:00:00
| 693
|
good
| 27
| 20,606.65
| 24
| 0.35
| 2
|
prepaid
| true
| 51,951.58
|
low
|
CUST3309886
|
+2347039669676
|
MTN
| 2025-09-30T00:00:00
| 971
|
excellent
| 51
| 44,011.67
| 24
| 0.93
| 0
|
postpaid
| true
| 70,343.71
|
low
|
CUST4343635
|
+2349058881031
|
Glo
| 2025-09-30T00:00:00
| 816
|
excellent
| 33
| 16,160.82
| 26
| 0.68
| 1
|
prepaid
| true
| 36,218.2
|
low
|
CUST6542337
|
+2347085412606
|
Airtel
| 2025-09-30T00:00:00
| 647
|
fair
| 10
| 4,704.2
| 22
| 0.95
| 5
|
prepaid
| false
| 0
|
high
|
CUST7223813
|
+2349023763568
|
Airtel
| 2025-09-30T00:00:00
| 795
|
good
| 86
| 38,973.58
| 17
| 0.13
| 0
|
prepaid
| true
| 116,112.83
|
medium
|
CUST1794362
|
+2348135633697
|
MTN
| 2025-09-30T00:00:00
| 679
|
good
| 8
| 35,903.45
| 23
| 0.68
| 1
|
prepaid
| true
| 77,936.14
|
low
|
CUST3322323
|
+2348031452302
|
MTN
| 2025-09-30T00:00:00
| 845
|
excellent
| 82
| 39,377.27
| 7
| 0.54
| 0
|
prepaid
| true
| 85,703.34
|
low
|
CUST5488394
|
+2349021168436
|
Airtel
| 2025-09-30T00:00:00
| 817
|
excellent
| 91
| 28,433.27
| 10
| 0.25
| 2
|
prepaid
| true
| 59,152.13
|
high
|
CUST4757552
|
+2348116135474
|
Glo
| 2025-09-30T00:00:00
| 611
|
fair
| 1
| 44,810.63
| 15
| 0.88
| 6
|
prepaid
| false
| 0
|
high
|
CUST5265458
|
+2349014138090
|
Airtel
| 2025-09-30T00:00:00
| 749
|
good
| 44
| 41,546.03
| 8
| 0.85
| 2
|
prepaid
| true
| 101,473.82
|
medium
|
CUST3349460
|
+2349062507159
|
MTN
| 2025-09-30T00:00:00
| 715
|
good
| 62
| 30,075.94
| 6
| 0.65
| 0
|
prepaid
| true
| 49,226.99
|
medium
|
CUST4161185
|
+2348128957484
|
Airtel
| 2025-09-30T00:00:00
| 750
|
good
| 19
| 13,447.32
| 27
| 0.78
| 2
|
postpaid
| true
| 16,172.18
|
medium
|
CUST6675446
|
+2349070784790
|
Airtel
| 2025-09-30T00:00:00
| 929
|
excellent
| 84
| 18,540.9
| 22
| 0.4
| 2
|
prepaid
| true
| 48,914.2
|
high
|
CUST1914070
|
+2349075353713
|
Airtel
| 2025-09-30T00:00:00
| 579
|
fair
| 71
| 1,894.01
| 11
| 0.31
| 3
|
postpaid
| false
| 0
|
low
|
CUST9298755
|
+2348156341509
|
Glo
| 2025-09-30T00:00:00
| 930
|
excellent
| 105
| 42,905.51
| 3
| 0.54
| 0
|
prepaid
| true
| 99,246.02
|
low
|
CUST3764256
|
+2349054534195
|
Glo
| 2025-09-30T00:00:00
| 700
|
good
| 58
| 35,933.77
| 6
| 0.57
| 2
|
prepaid
| true
| 100,597.19
|
medium
|
CUST4286770
|
+2348138106120
|
MTN
| 2025-09-30T00:00:00
| 981
|
excellent
| 82
| 27,123.08
| 18
| 0.68
| 1
|
prepaid
| true
| 57,066.72
|
low
|
CUST5308031
|
+2348056867411
|
Glo
| 2025-09-30T00:00:00
| 592
|
fair
| 60
| 26,212.64
| 8
| 0.19
| 10
|
prepaid
| false
| 0
|
medium
|
CUST2525031
|
+2349093943608
|
9mobile
| 2025-09-30T00:00:00
| 723
|
good
| 61
| 3,554.07
| 13
| 0.71
| 0
|
prepaid
| true
| 5,172.19
|
low
|
CUST1874732
|
+2349089096430
|
9mobile
| 2025-09-30T00:00:00
| 692
|
good
| 13
| 24,199.6
| 22
| 0.85
| 0
|
prepaid
| true
| 31,292.1
|
high
|
CUST3743168
|
+2348081958299
|
Airtel
| 2025-09-30T00:00:00
| 892
|
excellent
| 72
| 15,318.54
| 26
| 0.47
| 1
|
prepaid
| true
| 32,326.77
|
low
|
CUST8237995
|
+2348159812823
|
Glo
| 2025-09-30T00:00:00
| 743
|
good
| 28
| 21,831.37
| 22
| 0.45
| 1
|
prepaid
| true
| 41,482.13
|
medium
|
CUST4046744
|
+2348137767455
|
MTN
| 2025-09-30T00:00:00
| 896
|
excellent
| 104
| 16,651.81
| 19
| 0.23
| 0
|
prepaid
| true
| 31,974.24
|
low
|
CUST9794051
|
+2348081390343
|
Airtel
| 2025-09-30T00:00:00
| 337
|
poor
| 5
| 36,544.35
| 5
| 0.25
| 5
|
prepaid
| false
| 0
|
high
|
CUST7670021
|
+2349078038365
|
Airtel
| 2025-09-30T00:00:00
| 835
|
excellent
| 84
| 34,656.51
| 4
| 0.74
| 0
|
prepaid
| true
| 99,401.89
|
low
|
CUST7873742
|
+2347089201919
|
Airtel
| 2025-09-30T00:00:00
| 470
|
poor
| 14
| 47,095.86
| 15
| 0.02
| 1
|
postpaid
| false
| 0
|
high
|
CUST2815830
|
+2348054796323
|
Glo
| 2025-09-30T00:00:00
| 719
|
good
| 12
| 31,647.48
| 15
| 0.9
| 2
|
prepaid
| true
| 92,225.59
|
high
|
CUST8515459
|
+2348084048934
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 110
| 35,597.43
| 17
| 0.78
| 0
|
prepaid
| true
| 56,747.26
|
low
|
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