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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CUST1538285
|
+2348039334410
|
MTN
| 2025-09-30T00:00:00
| 779
|
good
| 30
| 23,017.38
| 20
| 0.64
| 1
|
postpaid
| true
| 52,516.44
|
high
|
CUST4935250
|
+2349065497911
|
MTN
| 2025-09-30T00:00:00
| 898
|
excellent
| 91
| 48,046.72
| 18
| 0.21
| 0
|
prepaid
| true
| 129,532.88
|
low
|
CUST5271977
|
+2348165479309
|
MTN
| 2025-09-30T00:00:00
| 726
|
good
| 23
| 48,878.05
| 27
| 0.38
| 2
|
prepaid
| true
| 98,195.86
|
high
|
CUST7683449
|
+2349095568308
|
9mobile
| 2025-09-30T00:00:00
| 721
|
good
| 26
| 34,395.5
| 20
| 0.52
| 2
|
prepaid
| true
| 60,847.27
|
low
|
CUST2679790
|
+2349057445004
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 117
| 13,380.63
| 19
| 0.83
| 0
|
prepaid
| true
| 26,776.85
|
low
|
CUST9844544
|
+2348050350365
|
Glo
| 2025-09-30T00:00:00
| 904
|
excellent
| 75
| 31,766.98
| 14
| 0.5
| 1
|
prepaid
| true
| 62,709.78
|
low
|
CUST9337291
|
+2347051499692
|
Glo
| 2025-09-30T00:00:00
| 968
|
excellent
| 90
| 31,370.41
| 29
| 0.2
| 1
|
prepaid
| true
| 36,672.21
|
high
|
CUST2294215
|
+2348136174270
|
MTN
| 2025-09-30T00:00:00
| 746
|
good
| 65
| 23,291.56
| 26
| 0.01
| 0
|
prepaid
| true
| 52,214.39
|
low
|
CUST2652273
|
+2348143481296
|
MTN
| 2025-09-30T00:00:00
| 551
|
fair
| 8
| 20,328.92
| 23
| 0.27
| 3
|
prepaid
| false
| 0
|
high
|
CUST9926272
|
+2347033349356
|
MTN
| 2025-09-30T00:00:00
| 860
|
excellent
| 97
| 18,869.08
| 13
| 0.04
| 2
|
prepaid
| true
| 38,511.22
|
high
|
CUST6383869
|
+2349033715321
|
MTN
| 2025-09-30T00:00:00
| 417
|
poor
| 8
| 687.12
| 15
| 0.78
| 6
|
prepaid
| false
| 0
|
high
|
CUST6800089
|
+2349014220414
|
Airtel
| 2025-09-30T00:00:00
| 699
|
good
| 24
| 21,060.5
| 7
| 0.97
| 2
|
prepaid
| true
| 54,999.33
|
low
|
CUST7934033
|
+2349075153136
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 79
| 31,389.11
| 28
| 0.46
| 1
|
postpaid
| true
| 62,914.15
|
low
|
CUST5242320
|
+2347087706894
|
Airtel
| 2025-09-30T00:00:00
| 790
|
good
| 73
| 10,224.93
| 25
| 0.37
| 2
|
prepaid
| true
| 26,752.95
|
low
|
CUST5657193
|
+2349030032602
|
MTN
| 2025-09-30T00:00:00
| 859
|
excellent
| 68
| 4,931.62
| 20
| 0.81
| 2
|
prepaid
| true
| 14,380.37
|
low
|
CUST3061117
|
+2348141353425
|
MTN
| 2025-09-30T00:00:00
| 646
|
fair
| 20
| 18,569.52
| 19
| 0.54
| 5
|
prepaid
| false
| 0
|
low
|
CUST3375881
|
+2348023619508
|
Airtel
| 2025-09-30T00:00:00
| 995
|
excellent
| 119
| 24,573.25
| 1
| 0.77
| 1
|
prepaid
| true
| 49,496.2
|
low
|
CUST1663781
|
+2348087880376
|
Airtel
| 2025-09-30T00:00:00
| 714
|
good
| 38
| 16,204.19
| 16
| 0.76
| 0
|
postpaid
| true
| 18,612.62
|
low
|
CUST4749280
|
+2348072081837
|
Glo
| 2025-09-30T00:00:00
| 790
|
good
| 98
| 39,429.79
| 5
| 0.15
| 1
|
prepaid
| true
| 110,260.98
|
low
|
CUST2919920
|
+2349061459253
|
MTN
| 2025-09-30T00:00:00
| 300
|
poor
| 14
| 10,166.27
| 1
| 0.22
| 7
|
prepaid
| false
| 0
|
low
|
CUST8332302
|
+2348064781226
|
MTN
| 2025-09-30T00:00:00
| 822
|
excellent
| 53
| 46,729.14
| 6
| 0.82
| 2
|
postpaid
| true
| 97,312.57
|
high
|
CUST6902839
|
+2348122647517
|
Airtel
| 2025-09-30T00:00:00
| 779
|
good
| 28
| 34,148.78
| 23
| 0.77
| 2
|
prepaid
| true
| 77,817.33
|
low
|
CUST4573038
|
+2347086106083
|
Airtel
| 2025-09-30T00:00:00
| 652
|
good
| 55
| 23,883.01
| 11
| 0.29
| 1
|
prepaid
| true
| 25,436.62
|
low
|
CUST2442492
|
+2347037978541
|
MTN
| 2025-09-30T00:00:00
| 772
|
good
| 10
| 27,529.25
| 21
| 0.98
| 2
|
postpaid
| true
| 30,903.4
|
medium
|
CUST4820725
|
+2348083345491
|
Airtel
| 2025-09-30T00:00:00
| 300
|
poor
| 15
| 5,911.46
| 9
| 0.16
| 1
|
prepaid
| false
| 0
|
medium
|
CUST4485591
|
+2348142228881
|
MTN
| 2025-09-30T00:00:00
| 581
|
fair
| 15
| 34,236.34
| 14
| 0.55
| 5
|
postpaid
| false
| 0
|
high
|
CUST6692277
|
+2348111295926
|
Glo
| 2025-09-30T00:00:00
| 935
|
excellent
| 84
| 31,155.29
| 25
| 0.09
| 2
|
prepaid
| true
| 39,238.17
|
medium
|
CUST5250013
|
+2347019759917
|
Airtel
| 2025-09-30T00:00:00
| 775
|
good
| 70
| 40,034.66
| 15
| 0.15
| 0
|
prepaid
| true
| 113,653.99
|
low
|
CUST1545699
|
+2349025091870
|
Airtel
| 2025-09-30T00:00:00
| 736
|
good
| 97
| 23,225.8
| 2
| 0.15
| 2
|
postpaid
| true
| 68,473.95
|
low
|
CUST9434629
|
+2348157875262
|
Glo
| 2025-09-30T00:00:00
| 783
|
good
| 38
| 26,985.28
| 14
| 0.78
| 0
|
prepaid
| true
| 62,782.27
|
medium
|
CUST3177855
|
+2348026383745
|
Airtel
| 2025-09-30T00:00:00
| 728
|
good
| 47
| 37,752.94
| 16
| 0.33
| 0
|
postpaid
| true
| 110,038.84
|
high
|
CUST3043233
|
+2348174266507
|
9mobile
| 2025-09-30T00:00:00
| 609
|
fair
| 13
| 13,595.56
| 30
| 0.34
| 2
|
prepaid
| false
| 0
|
low
|
CUST7792181
|
+2348029411785
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 118
| 22,451.76
| 30
| 0.48
| 1
|
postpaid
| true
| 31,080.44
|
low
|
CUST5800160
|
+2348024552530
|
Airtel
| 2025-09-30T00:00:00
| 808
|
excellent
| 109
| 1,147.59
| 9
| 0.5
| 1
|
prepaid
| true
| 2,212.22
|
low
|
CUST5828895
|
+2348145484748
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 96
| 25,739.11
| 29
| 0.66
| 2
|
prepaid
| true
| 49,021.63
|
medium
|
CUST1217623
|
+2349057918386
|
Glo
| 2025-09-30T00:00:00
| 976
|
excellent
| 63
| 42,098.25
| 24
| 0.66
| 1
|
prepaid
| true
| 69,353.56
|
low
|
CUST8795753
|
+2348166004225
|
MTN
| 2025-09-30T00:00:00
| 716
|
good
| 35
| 19,231.98
| 20
| 0.48
| 2
|
prepaid
| true
| 55,094.65
|
high
|
CUST2374344
|
+2347036161870
|
MTN
| 2025-09-30T00:00:00
| 690
|
good
| 2
| 30,892.31
| 30
| 0.6
| 0
|
postpaid
| true
| 77,751.1
|
high
|
CUST6338708
|
+2347053092544
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 109
| 35,938.71
| 12
| 0.46
| 0
|
prepaid
| true
| 98,017.8
|
low
|
CUST6751143
|
+2348054276894
|
Glo
| 2025-09-30T00:00:00
| 539
|
fair
| 23
| 3,051.52
| 20
| 0.74
| 6
|
prepaid
| false
| 0
|
high
|
CUST6492149
|
+2348163789197
|
MTN
| 2025-09-30T00:00:00
| 703
|
good
| 30
| 28,215.58
| 21
| 0.34
| 2
|
postpaid
| true
| 66,425.64
|
low
|
CUST8780779
|
+2348115414942
|
Glo
| 2025-09-30T00:00:00
| 747
|
good
| 36
| 3,373.23
| 30
| 0.94
| 0
|
prepaid
| true
| 6,490.25
|
low
|
CUST5289240
|
+2349024009924
|
Airtel
| 2025-09-30T00:00:00
| 601
|
fair
| 22
| 9,414.92
| 28
| 0.44
| 7
|
prepaid
| false
| 0
|
high
|
CUST2918244
|
+2348183937287
|
9mobile
| 2025-09-30T00:00:00
| 300
|
poor
| 12
| 12,807.73
| 7
| 0.11
| 9
|
postpaid
| false
| 0
|
high
|
CUST5548470
|
+2349033130071
|
MTN
| 2025-09-30T00:00:00
| 527
|
fair
| 39
| 11,210.6
| 21
| 0.17
| 3
|
postpaid
| false
| 0
|
low
|
CUST4995535
|
+2349070089710
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 105
| 32,680.45
| 22
| 0.89
| 2
|
postpaid
| true
| 34,892.55
|
medium
|
CUST9022917
|
+2348166816062
|
MTN
| 2025-09-30T00:00:00
| 982
|
excellent
| 110
| 14,245.94
| 17
| 0.3
| 0
|
prepaid
| true
| 23,520.55
|
low
|
CUST3223740
|
+2348143499644
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 119
| 24,041.51
| 10
| 0.68
| 1
|
prepaid
| true
| 47,043.74
|
low
|
CUST9768987
|
+2348180095799
|
9mobile
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 106
| 44,948.57
| 21
| 0.8
| 2
|
postpaid
| true
| 123,309.87
|
medium
|
CUST2629778
|
+2348029531300
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 92
| 23,327.34
| 15
| 0.68
| 0
|
prepaid
| true
| 57,513.8
|
low
|
CUST8655916
|
+2348165001393
|
MTN
| 2025-09-30T00:00:00
| 878
|
excellent
| 48
| 24,306.81
| 30
| 0.39
| 0
|
prepaid
| true
| 37,156.29
|
medium
|
CUST1560767
|
+2349074693461
|
Airtel
| 2025-09-30T00:00:00
| 513
|
fair
| 22
| 17,342.34
| 14
| 0.39
| 6
|
prepaid
| false
| 0
|
high
|
CUST8941791
|
+2349050459587
|
Glo
| 2025-09-30T00:00:00
| 824
|
excellent
| 71
| 45,363.93
| 13
| 0.6
| 2
|
prepaid
| true
| 85,166.36
|
low
|
CUST2542181
|
+2349029639711
|
Airtel
| 2025-09-30T00:00:00
| 802
|
excellent
| 70
| 18,337.75
| 20
| 0.27
| 0
|
prepaid
| true
| 25,139.21
|
high
|
CUST5647545
|
+2349024082942
|
Airtel
| 2025-09-30T00:00:00
| 860
|
excellent
| 61
| 5,456.85
| 22
| 0.97
| 0
|
prepaid
| true
| 10,216.99
|
low
|
CUST4485721
|
+2348113572661
|
Glo
| 2025-09-30T00:00:00
| 954
|
excellent
| 91
| 39,952.31
| 4
| 0.72
| 2
|
prepaid
| true
| 118,975.17
|
low
|
CUST2618208
|
+2348023064118
|
Airtel
| 2025-09-30T00:00:00
| 785
|
good
| 56
| 18,754.53
| 14
| 0.72
| 1
|
prepaid
| true
| 28,287.64
|
low
|
CUST9358305
|
+2349065539365
|
MTN
| 2025-09-30T00:00:00
| 554
|
fair
| 63
| 524.54
| 6
| 0.6
| 10
|
prepaid
| false
| 0
|
medium
|
CUST8560448
|
+2349034268421
|
MTN
| 2025-09-30T00:00:00
| 806
|
excellent
| 25
| 35,508.89
| 28
| 0.72
| 2
|
postpaid
| true
| 81,631.31
|
low
|
CUST1344656
|
+2348072160897
|
Glo
| 2025-09-30T00:00:00
| 855
|
excellent
| 67
| 43,199.23
| 10
| 0.74
| 2
|
prepaid
| true
| 90,823.27
|
medium
|
CUST3431175
|
+2348075637022
|
Glo
| 2025-09-30T00:00:00
| 541
|
fair
| 15
| 5,964.32
| 23
| 0.51
| 0
|
prepaid
| false
| 0
|
high
|
CUST7438433
|
+2349085333762
|
9mobile
| 2025-09-30T00:00:00
| 388
|
poor
| 2
| 14,847.22
| 14
| 0.19
| 10
|
prepaid
| false
| 0
|
medium
|
CUST6029917
|
+2348101732706
|
MTN
| 2025-09-30T00:00:00
| 868
|
excellent
| 115
| 4,591.22
| 22
| 0.14
| 1
|
prepaid
| true
| 6,541.96
|
low
|
CUST3070825
|
+2348161913073
|
MTN
| 2025-09-30T00:00:00
| 768
|
good
| 114
| 9,428.17
| 13
| 0.07
| 1
|
prepaid
| true
| 25,854.5
|
medium
|
CUST1409863
|
+2348090090278
|
9mobile
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 86
| 27,904.18
| 14
| 0.92
| 1
|
prepaid
| true
| 51,369.94
|
medium
|
CUST1706232
|
+2347068558986
|
MTN
| 2025-09-30T00:00:00
| 535
|
fair
| 30
| 7,201.56
| 24
| 0.08
| 2
|
prepaid
| false
| 0
|
medium
|
CUST2661285
|
+2347067770626
|
MTN
| 2025-09-30T00:00:00
| 552
|
fair
| 8
| 36,909.88
| 5
| 0.87
| 3
|
prepaid
| false
| 0
|
medium
|
CUST4541957
|
+2347016872257
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 91
| 34,789.87
| 28
| 0.81
| 1
|
prepaid
| true
| 98,512.53
|
high
|
CUST1966822
|
+2348089918182
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 98
| 36,471.22
| 30
| 0.84
| 0
|
prepaid
| true
| 72,546.48
|
low
|
CUST9261265
|
+2349033838755
|
MTN
| 2025-09-30T00:00:00
| 995
|
excellent
| 105
| 35,571.09
| 20
| 0.29
| 2
|
prepaid
| true
| 57,650.9
|
low
|
CUST6831673
|
+2348072942417
|
Glo
| 2025-09-30T00:00:00
| 546
|
fair
| 22
| 696.98
| 14
| 0.89
| 10
|
postpaid
| false
| 0
|
high
|
CUST4759779
|
+2348179225983
|
9mobile
| 2025-09-30T00:00:00
| 686
|
good
| 65
| 47,440.22
| 2
| 0.36
| 0
|
prepaid
| true
| 100,055.47
|
high
|
CUST1213847
|
+2349028537757
|
Airtel
| 2025-09-30T00:00:00
| 824
|
excellent
| 35
| 7,249.13
| 25
| 0.93
| 1
|
prepaid
| true
| 9,283.97
|
high
|
CUST8693066
|
+2347086456300
|
Airtel
| 2025-09-30T00:00:00
| 579
|
fair
| 10
| 10,745.76
| 17
| 0.79
| 6
|
prepaid
| false
| 0
|
high
|
CUST3046946
|
+2348111992082
|
Glo
| 2025-09-30T00:00:00
| 592
|
fair
| 55
| 12,717.54
| 10
| 0.29
| 2
|
prepaid
| false
| 0
|
high
|
CUST4395564
|
+2348176801384
|
9mobile
| 2025-09-30T00:00:00
| 899
|
excellent
| 44
| 30,425.57
| 22
| 0.9
| 2
|
postpaid
| true
| 78,721.8
|
low
|
CUST4318508
|
+2348131032801
|
MTN
| 2025-09-30T00:00:00
| 780
|
good
| 100
| 9,582.49
| 1
| 0.62
| 1
|
postpaid
| true
| 17,619.82
|
low
|
CUST2783058
|
+2349089433342
|
9mobile
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 93
| 24,718.06
| 28
| 0.46
| 2
|
postpaid
| true
| 53,758.39
|
low
|
CUST8301237
|
+2349080716620
|
9mobile
| 2025-09-30T00:00:00
| 594
|
fair
| 1
| 45,026.68
| 12
| 0.99
| 4
|
postpaid
| false
| 0
|
low
|
CUST2320198
|
+2348059567754
|
Glo
| 2025-09-30T00:00:00
| 828
|
excellent
| 83
| 9,355.54
| 27
| 0.1
| 0
|
prepaid
| true
| 26,900.89
|
medium
|
CUST2124751
|
+2348026984109
|
Airtel
| 2025-09-30T00:00:00
| 928
|
excellent
| 82
| 37,652.07
| 28
| 0.27
| 2
|
prepaid
| true
| 56,858.42
|
low
|
CUST9690365
|
+2348021221397
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 104
| 32,250.35
| 15
| 0.73
| 1
|
prepaid
| true
| 57,426.84
|
low
|
CUST4890496
|
+2348078016011
|
Glo
| 2025-09-30T00:00:00
| 589
|
fair
| 12
| 43,541.69
| 13
| 0.58
| 0
|
prepaid
| false
| 0
|
high
|
CUST8498475
|
+2348123061467
|
Airtel
| 2025-09-30T00:00:00
| 915
|
excellent
| 77
| 2,633.75
| 20
| 0.84
| 1
|
prepaid
| true
| 6,136.15
|
low
|
CUST8423430
|
+2348108860612
|
MTN
| 2025-09-30T00:00:00
| 568
|
fair
| 27
| 6,548.13
| 29
| 0.21
| 10
|
prepaid
| false
| 0
|
high
|
CUST8322443
|
+2349026125468
|
Airtel
| 2025-09-30T00:00:00
| 918
|
excellent
| 81
| 45,383.98
| 14
| 0.46
| 0
|
prepaid
| true
| 76,560.84
|
low
|
CUST3221267
|
+2348035910841
|
MTN
| 2025-09-30T00:00:00
| 435
|
poor
| 12
| 14,266.8
| 16
| 0.21
| 0
|
postpaid
| false
| 0
|
medium
|
CUST5548825
|
+2349011638280
|
Airtel
| 2025-09-30T00:00:00
| 690
|
good
| 64
| 21,886.85
| 13
| 0.17
| 1
|
prepaid
| true
| 64,453.73
|
low
|
CUST2930469
|
+2349077400772
|
Airtel
| 2025-09-30T00:00:00
| 719
|
good
| 35
| 33,196.13
| 15
| 0.77
| 2
|
prepaid
| true
| 80,505.58
|
high
|
CUST8545418
|
+2348083931109
|
Airtel
| 2025-09-30T00:00:00
| 615
|
fair
| 67
| 11,656.48
| 9
| 0.1
| 9
|
prepaid
| false
| 0
|
medium
|
CUST3103604
|
+2349076486133
|
Airtel
| 2025-09-30T00:00:00
| 795
|
good
| 70
| 13,562.02
| 24
| 0.11
| 1
|
prepaid
| true
| 37,504.13
|
high
|
CUST6701858
|
+2349050023569
|
Glo
| 2025-09-30T00:00:00
| 564
|
fair
| 79
| 1,981.04
| 11
| 0.27
| 3
|
prepaid
| false
| 0
|
high
|
CUST1679066
|
+2348094282804
|
9mobile
| 2025-09-30T00:00:00
| 984
|
excellent
| 81
| 32,180.52
| 26
| 0.35
| 1
|
prepaid
| true
| 51,054.6
|
low
|
CUST7968383
|
+2348130988039
|
MTN
| 2025-09-30T00:00:00
| 763
|
good
| 106
| 6,713.33
| 11
| 0.08
| 0
|
prepaid
| true
| 13,708.02
|
high
|
CUST1491739
|
+2347050599018
|
Glo
| 2025-09-30T00:00:00
| 873
|
excellent
| 71
| 39,897.59
| 10
| 0.57
| 0
|
prepaid
| true
| 102,987
|
low
|
CUST8641806
|
+2348148019787
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 109
| 29,196.92
| 16
| 0.71
| 1
|
prepaid
| true
| 83,707.6
|
low
|
CUST8906853
|
+2347064910520
|
MTN
| 2025-09-30T00:00:00
| 849
|
excellent
| 74
| 15,537.96
| 7
| 0.75
| 2
|
postpaid
| true
| 46,108.18
|
low
|
CUST3982459
|
+2348142485038
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 107
| 35,812.56
| 25
| 0.82
| 0
|
prepaid
| true
| 68,129.81
|
medium
|
CUST4031129
|
+2348108016993
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 102
| 26,608
| 10
| 0.99
| 0
|
prepaid
| true
| 72,735.59
|
low
|
CUST5918996
|
+2348154294248
|
Glo
| 2025-09-30T00:00:00
| 434
|
poor
| 14
| 9,645.46
| 24
| 0.09
| 1
|
prepaid
| false
| 0
|
low
|
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