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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CUST7382968
|
+2349015189688
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 112
| 22,582.03
| 28
| 0.03
| 2
|
prepaid
| true
| 23,484.56
|
low
|
CUST9865987
|
+2348116890705
|
Glo
| 2025-09-30T00:00:00
| 377
|
poor
| 27
| 7,020.06
| 11
| 0.1
| 6
|
prepaid
| false
| 0
|
low
|
CUST4642954
|
+2348174199635
|
9mobile
| 2025-09-30T00:00:00
| 901
|
excellent
| 44
| 41,031.69
| 28
| 0.79
| 0
|
prepaid
| true
| 122,814.08
|
low
|
CUST6297867
|
+2347067753003
|
MTN
| 2025-09-30T00:00:00
| 616
|
fair
| 30
| 30,251.22
| 8
| 0.5
| 1
|
postpaid
| false
| 0
|
medium
|
CUST8765077
|
+2349078496549
|
Airtel
| 2025-09-30T00:00:00
| 736
|
good
| 78
| 26,288.42
| 6
| 0.34
| 0
|
prepaid
| true
| 73,980.7
|
low
|
CUST3620310
|
+2349079536335
|
Airtel
| 2025-09-30T00:00:00
| 750
|
good
| 51
| 12,939.87
| 16
| 0.61
| 0
|
postpaid
| true
| 21,444.12
|
low
|
CUST4925932
|
+2347051711716
|
Glo
| 2025-09-30T00:00:00
| 748
|
good
| 54
| 14,164.08
| 26
| 0.31
| 1
|
postpaid
| true
| 22,844.16
|
medium
|
CUST7192881
|
+2349089925990
|
9mobile
| 2025-09-30T00:00:00
| 953
|
excellent
| 77
| 41,092.17
| 11
| 0.84
| 2
|
prepaid
| true
| 42,945.7
|
low
|
CUST3156467
|
+2347051630761
|
Glo
| 2025-09-30T00:00:00
| 970
|
excellent
| 81
| 33,834.7
| 24
| 0.5
| 1
|
prepaid
| true
| 41,422.89
|
low
|
CUST8177864
|
+2348164482533
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 113
| 41,955.24
| 19
| 0.31
| 2
|
prepaid
| true
| 89,169.89
|
medium
|
CUST2411273
|
+2349037458165
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 87
| 18,743.95
| 15
| 0.9
| 2
|
prepaid
| true
| 33,209.21
|
low
|
CUST4208157
|
+2347056013964
|
Glo
| 2025-09-30T00:00:00
| 790
|
good
| 51
| 38,693.48
| 26
| 0.36
| 1
|
prepaid
| true
| 70,454.78
|
low
|
CUST3388967
|
+2347051452895
|
Glo
| 2025-09-30T00:00:00
| 789
|
good
| 72
| 42,860.94
| 18
| 0.12
| 0
|
prepaid
| true
| 94,078.89
|
low
|
CUST5836232
|
+2348119546091
|
Glo
| 2025-09-30T00:00:00
| 935
|
excellent
| 103
| 37,159.08
| 4
| 0.53
| 0
|
prepaid
| true
| 76,316.54
|
low
|
CUST9060130
|
+2348055864597
|
Glo
| 2025-09-30T00:00:00
| 929
|
excellent
| 115
| 32,889.59
| 3
| 0.42
| 2
|
prepaid
| true
| 90,443.44
|
medium
|
CUST1624056
|
+2348061955686
|
MTN
| 2025-09-30T00:00:00
| 666
|
good
| 31
| 47,739.92
| 7
| 0.7
| 1
|
prepaid
| true
| 119,283.81
|
low
|
CUST8752936
|
+2348059076013
|
Glo
| 2025-09-30T00:00:00
| 790
|
good
| 11
| 32,488.57
| 20
| 0.96
| 2
|
prepaid
| true
| 69,044.36
|
high
|
CUST7195171
|
+2348039617872
|
MTN
| 2025-09-30T00:00:00
| 625
|
fair
| 13
| 4,357.56
| 18
| 0.98
| 4
|
prepaid
| false
| 0
|
low
|
CUST9966940
|
+2348118702937
|
Glo
| 2025-09-30T00:00:00
| 463
|
poor
| 11
| 1,791.57
| 6
| 0.96
| 7
|
prepaid
| false
| 0
|
low
|
CUST4370131
|
+2349038500990
|
MTN
| 2025-09-30T00:00:00
| 859
|
excellent
| 71
| 28,216.88
| 29
| 0.07
| 2
|
prepaid
| true
| 40,103.72
|
low
|
CUST5611264
|
+2349054425148
|
Glo
| 2025-09-30T00:00:00
| 862
|
excellent
| 80
| 25,214.51
| 10
| 0.58
| 0
|
postpaid
| true
| 42,709.66
|
low
|
CUST7484779
|
+2347052861646
|
Glo
| 2025-09-30T00:00:00
| 676
|
good
| 20
| 8,148.24
| 21
| 0.8
| 2
|
postpaid
| true
| 19,994.7
|
low
|
CUST3358716
|
+2348038013833
|
MTN
| 2025-09-30T00:00:00
| 616
|
fair
| 41
| 8,575.98
| 2
| 0.94
| 4
|
prepaid
| false
| 0
|
high
|
CUST6294619
|
+2348148519013
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 62
| 46,252.39
| 29
| 0.72
| 1
|
postpaid
| true
| 111,749.44
|
medium
|
CUST9435595
|
+2348020776945
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 80
| 33,908.3
| 26
| 0.84
| 2
|
postpaid
| true
| 46,966.33
|
medium
|
CUST3500797
|
+2349067019303
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 82
| 23,718.58
| 25
| 0.88
| 2
|
prepaid
| true
| 45,768.69
|
medium
|
CUST2654908
|
+2349020422702
|
Airtel
| 2025-09-30T00:00:00
| 639
|
fair
| 28
| 34,412.34
| 25
| 0.09
| 10
|
prepaid
| false
| 0
|
high
|
CUST1694891
|
+2348052362994
|
Glo
| 2025-09-30T00:00:00
| 715
|
good
| 22
| 33,485.4
| 21
| 0.57
| 2
|
prepaid
| true
| 45,927.71
|
low
|
CUST1451417
|
+2349026258616
|
Airtel
| 2025-09-30T00:00:00
| 923
|
excellent
| 83
| 15,538.17
| 27
| 0.23
| 0
|
prepaid
| true
| 45,945.07
|
medium
|
CUST9965648
|
+2349093313300
|
9mobile
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 106
| 42,875.77
| 21
| 0.18
| 0
|
prepaid
| true
| 83,313.49
|
medium
|
CUST3476635
|
+2348025668328
|
Airtel
| 2025-09-30T00:00:00
| 740
|
good
| 52
| 34,611.13
| 21
| 0.37
| 0
|
prepaid
| true
| 76,538.25
|
low
|
CUST6610214
|
+2348137921867
|
MTN
| 2025-09-30T00:00:00
| 874
|
excellent
| 91
| 5,792.29
| 30
| 0.08
| 1
|
prepaid
| true
| 6,256.58
|
low
|
CUST7475110
|
+2347060696722
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 99
| 24,071.02
| 18
| 0.94
| 1
|
prepaid
| true
| 30,407.17
|
low
|
CUST9855286
|
+2349010424457
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 100
| 34,631.84
| 20
| 0.97
| 1
|
postpaid
| true
| 58,317.53
|
medium
|
CUST1575317
|
+2348180422842
|
9mobile
| 2025-09-30T00:00:00
| 824
|
excellent
| 91
| 8,428.75
| 28
| 0.15
| 0
|
prepaid
| true
| 10,460.8
|
low
|
CUST7160305
|
+2348174939007
|
9mobile
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 103
| 37,680.06
| 20
| 0.37
| 0
|
prepaid
| true
| 107,948.83
|
low
|
CUST7043326
|
+2348115280221
|
Glo
| 2025-09-30T00:00:00
| 942
|
excellent
| 82
| 47,170.96
| 13
| 0.71
| 1
|
prepaid
| true
| 122,566.79
|
medium
|
CUST2025534
|
+2348137605554
|
MTN
| 2025-09-30T00:00:00
| 576
|
fair
| 93
| 4,628.33
| 6
| 0.18
| 1
|
prepaid
| false
| 0
|
medium
|
CUST6965441
|
+2349066612874
|
MTN
| 2025-09-30T00:00:00
| 705
|
good
| 68
| 2,255.61
| 21
| 0.56
| 1
|
postpaid
| true
| 6,761.56
|
low
|
CUST4270876
|
+2347052005844
|
Glo
| 2025-09-30T00:00:00
| 985
|
excellent
| 98
| 30,505.12
| 20
| 0.34
| 1
|
prepaid
| true
| 31,158.55
|
low
|
CUST9682099
|
+2348052086273
|
Glo
| 2025-09-30T00:00:00
| 605
|
fair
| 10
| 20,471.65
| 17
| 0.77
| 7
|
prepaid
| false
| 0
|
high
|
CUST2934463
|
+2347085584560
|
Airtel
| 2025-09-30T00:00:00
| 696
|
good
| 12
| 20,567.31
| 11
| 1
| 1
|
prepaid
| true
| 41,700.18
|
low
|
CUST6792627
|
+2348141892843
|
MTN
| 2025-09-30T00:00:00
| 804
|
excellent
| 71
| 21,539.81
| 4
| 0.76
| 0
|
prepaid
| true
| 41,734.12
|
medium
|
CUST9207555
|
+2348129258102
|
Airtel
| 2025-09-30T00:00:00
| 438
|
poor
| 60
| 13,545.37
| 2
| 0.07
| 5
|
prepaid
| false
| 0
|
high
|
CUST6009012
|
+2348089439541
|
Airtel
| 2025-09-30T00:00:00
| 830
|
excellent
| 84
| 43,952.05
| 24
| 0.04
| 2
|
prepaid
| true
| 83,005.54
|
low
|
CUST3698451
|
+2347083632080
|
Airtel
| 2025-09-30T00:00:00
| 545
|
fair
| 49
| 7,524.92
| 8
| 0.43
| 7
|
prepaid
| false
| 0
|
low
|
CUST9515474
|
+2348075336593
|
Glo
| 2025-09-30T00:00:00
| 916
|
excellent
| 96
| 45,793.86
| 4
| 0.74
| 0
|
prepaid
| true
| 66,748.35
|
low
|
CUST8590343
|
+2349016808107
|
Airtel
| 2025-09-30T00:00:00
| 987
|
excellent
| 73
| 43,930.88
| 14
| 0.84
| 2
|
prepaid
| true
| 49,146.44
|
medium
|
CUST6996402
|
+2347033928543
|
MTN
| 2025-09-30T00:00:00
| 684
|
good
| 34
| 20,458.58
| 19
| 0.51
| 1
|
prepaid
| true
| 39,630.36
|
medium
|
CUST6992371
|
+2348066422606
|
MTN
| 2025-09-30T00:00:00
| 957
|
excellent
| 89
| 40,549.56
| 3
| 0.97
| 1
|
prepaid
| true
| 67,815.73
|
low
|
CUST9876308
|
+2348122587336
|
Airtel
| 2025-09-30T00:00:00
| 840
|
excellent
| 20
| 21,005.81
| 28
| 0.75
| 1
|
prepaid
| true
| 60,800.71
|
low
|
CUST5891690
|
+2347039500870
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 120
| 5,273.9
| 29
| 0.36
| 1
|
prepaid
| true
| 9,503.03
|
low
|
CUST2795125
|
+2348136300778
|
MTN
| 2025-09-30T00:00:00
| 642
|
fair
| 34
| 47,843.03
| 17
| 0.4
| 0
|
prepaid
| false
| 0
|
high
|
CUST1947059
|
+2348082780561
|
Airtel
| 2025-09-30T00:00:00
| 855
|
excellent
| 85
| 12,459.9
| 9
| 0.6
| 0
|
prepaid
| true
| 23,703.92
|
low
|
CUST9656362
|
+2348152752887
|
Glo
| 2025-09-30T00:00:00
| 511
|
fair
| 41
| 6,268.03
| 24
| 0.11
| 9
|
prepaid
| false
| 0
|
high
|
CUST7872035
|
+2347051388602
|
Glo
| 2025-09-30T00:00:00
| 507
|
fair
| 4
| 30,043.96
| 15
| 0.56
| 4
|
prepaid
| false
| 0
|
medium
|
CUST8968933
|
+2349067458853
|
MTN
| 2025-09-30T00:00:00
| 569
|
fair
| 24
| 2,293.86
| 18
| 0.84
| 10
|
prepaid
| false
| 0
|
high
|
CUST4203330
|
+2348099579110
|
9mobile
| 2025-09-30T00:00:00
| 706
|
good
| 23
| 20,349.05
| 23
| 0.48
| 1
|
prepaid
| true
| 36,471.74
|
low
|
CUST8702097
|
+2348051833956
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 72
| 6,071.74
| 30
| 0.98
| 1
|
prepaid
| true
| 9,577.29
|
medium
|
CUST9758057
|
+2348080760238
|
Airtel
| 2025-09-30T00:00:00
| 667
|
good
| 79
| 26,439.53
| 1
| 0.15
| 1
|
prepaid
| true
| 41,446.33
|
low
|
CUST6911405
|
+2347039426805
|
MTN
| 2025-09-30T00:00:00
| 622
|
fair
| 25
| 9,670.04
| 24
| 0.56
| 9
|
prepaid
| false
| 0
|
high
|
CUST3757079
|
+2347067270008
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 82
| 22,838.95
| 18
| 0.94
| 1
|
postpaid
| true
| 60,817.42
|
high
|
CUST3681913
|
+2349055702166
|
Glo
| 2025-09-30T00:00:00
| 798
|
good
| 55
| 47,390.73
| 8
| 0.7
| 2
|
prepaid
| true
| 139,225.42
|
low
|
CUST7843394
|
+2347031455414
|
MTN
| 2025-09-30T00:00:00
| 697
|
good
| 22
| 38,998.73
| 30
| 0.26
| 2
|
postpaid
| true
| 77,420.35
|
low
|
CUST7590144
|
+2348160539250
|
MTN
| 2025-09-30T00:00:00
| 746
|
good
| 30
| 23,997.08
| 11
| 0.82
| 2
|
prepaid
| true
| 25,763.67
|
low
|
CUST9156150
|
+2348107131812
|
MTN
| 2025-09-30T00:00:00
| 658
|
good
| 31
| 14,305.72
| 14
| 0.75
| 2
|
prepaid
| true
| 16,049.45
|
low
|
CUST7468156
|
+2348110614608
|
Glo
| 2025-09-30T00:00:00
| 677
|
good
| 48
| 12,805.66
| 13
| 0.48
| 1
|
prepaid
| true
| 34,566.86
|
low
|
CUST9826867
|
+2348130564361
|
MTN
| 2025-09-30T00:00:00
| 805
|
excellent
| 73
| 35,420.62
| 8
| 0.58
| 1
|
prepaid
| true
| 85,562.59
|
low
|
CUST7050619
|
+2348178742972
|
9mobile
| 2025-09-30T00:00:00
| 473
|
poor
| 31
| 11,597.75
| 4
| 0.51
| 0
|
prepaid
| false
| 0
|
high
|
CUST3929503
|
+2348085761236
|
Airtel
| 2025-09-30T00:00:00
| 786
|
good
| 44
| 19,198.89
| 15
| 0.86
| 0
|
postpaid
| true
| 32,972.5
|
low
|
CUST4501468
|
+2349017132795
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 85
| 20,657.33
| 16
| 0.9
| 0
|
prepaid
| true
| 23,983.49
|
low
|
CUST2076026
|
+2348104407423
|
MTN
| 2025-09-30T00:00:00
| 589
|
fair
| 39
| 5,368.04
| 20
| 0.62
| 1
|
prepaid
| false
| 0
|
medium
|
CUST4251524
|
+2348159529243
|
Glo
| 2025-09-30T00:00:00
| 970
|
excellent
| 73
| 30,335.93
| 23
| 0.45
| 1
|
prepaid
| true
| 60,472.72
|
medium
|
CUST2964372
|
+2348119585056
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 84
| 43,552.94
| 24
| 0.79
| 2
|
prepaid
| true
| 56,927.43
|
low
|
CUST1362278
|
+2348164114243
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 112
| 18,615.77
| 12
| 0.47
| 0
|
prepaid
| true
| 35,792.45
|
medium
|
CUST9443207
|
+2348122177624
|
Airtel
| 2025-09-30T00:00:00
| 894
|
excellent
| 120
| 39,453.51
| 10
| 0.08
| 0
|
prepaid
| true
| 108,703.54
|
high
|
CUST9442848
|
+2349052948170
|
Glo
| 2025-09-30T00:00:00
| 622
|
fair
| 35
| 35,013.25
| 9
| 0.38
| 0
|
prepaid
| false
| 0
|
low
|
CUST5205428
|
+2348031110924
|
MTN
| 2025-09-30T00:00:00
| 738
|
good
| 83
| 34,750.48
| 9
| 0.26
| 2
|
prepaid
| true
| 39,745.23
|
medium
|
CUST7359706
|
+2348032876707
|
MTN
| 2025-09-30T00:00:00
| 693
|
good
| 4
| 48,703.29
| 23
| 0.65
| 0
|
prepaid
| true
| 119,912.78
|
low
|
CUST2088562
|
+2348160332317
|
MTN
| 2025-09-30T00:00:00
| 767
|
good
| 104
| 1,506.44
| 14
| 0.39
| 1
|
prepaid
| true
| 2,184.75
|
medium
|
CUST1955470
|
+2349077713583
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 120
| 33,169.01
| 30
| 0.67
| 0
|
prepaid
| true
| 78,468.58
|
low
|
CUST1281922
|
+2348050839229
|
Glo
| 2025-09-30T00:00:00
| 813
|
excellent
| 61
| 44,236.29
| 26
| 0.12
| 2
|
postpaid
| true
| 71,255.3
|
low
|
CUST5290306
|
+2348083660775
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 102
| 33,634.83
| 20
| 0.89
| 0
|
prepaid
| true
| 34,735.87
|
high
|
CUST7634334
|
+2347033417938
|
MTN
| 2025-09-30T00:00:00
| 519
|
fair
| 43
| 17,200.93
| 5
| 0.26
| 0
|
prepaid
| false
| 0
|
low
|
CUST5992706
|
+2348139368640
|
MTN
| 2025-09-30T00:00:00
| 769
|
good
| 50
| 21,859.46
| 14
| 0.57
| 2
|
prepaid
| true
| 50,991.14
|
medium
|
CUST9266113
|
+2348134028458
|
MTN
| 2025-09-30T00:00:00
| 601
|
fair
| 70
| 23,933.96
| 2
| 0.18
| 0
|
prepaid
| false
| 0
|
high
|
CUST6681794
|
+2349084837126
|
9mobile
| 2025-09-30T00:00:00
| 854
|
excellent
| 30
| 47,592.45
| 18
| 0.95
| 0
|
prepaid
| true
| 109,744.32
|
low
|
CUST8934152
|
+2347083287473
|
Airtel
| 2025-09-30T00:00:00
| 688
|
good
| 26
| 39,721.93
| 19
| 0.54
| 0
|
prepaid
| true
| 64,617.86
|
low
|
CUST3708074
|
+2347038242610
|
MTN
| 2025-09-30T00:00:00
| 724
|
good
| 40
| 43,524.86
| 15
| 0.58
| 0
|
prepaid
| true
| 59,498.8
|
low
|
CUST8374005
|
+2347052495681
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 116
| 35,778.36
| 29
| 0.89
| 1
|
prepaid
| true
| 51,976.01
|
low
|
CUST6436108
|
+2349064668442
|
MTN
| 2025-09-30T00:00:00
| 476
|
poor
| 17
| 1,095.16
| 11
| 0.83
| 0
|
prepaid
| false
| 0
|
medium
|
CUST7435299
|
+2348151874657
|
Glo
| 2025-09-30T00:00:00
| 748
|
good
| 61
| 28,024.12
| 13
| 0.47
| 1
|
prepaid
| true
| 64,154.75
|
low
|
CUST4377296
|
+2348036313477
|
MTN
| 2025-09-30T00:00:00
| 542
|
fair
| 53
| 37,768.02
| 5
| 0.12
| 1
|
prepaid
| false
| 0
|
high
|
CUST6116731
|
+2348137754768
|
MTN
| 2025-09-30T00:00:00
| 648
|
fair
| 29
| 2,919.25
| 23
| 0.78
| 0
|
prepaid
| false
| 0
|
low
|
CUST4524409
|
+2347065197827
|
MTN
| 2025-09-30T00:00:00
| 705
|
good
| 37
| 16,477.88
| 30
| 0.05
| 2
|
postpaid
| true
| 22,840.42
|
low
|
CUST8186169
|
+2348141994176
|
MTN
| 2025-09-30T00:00:00
| 566
|
fair
| 13
| 43,284.3
| 12
| 0.47
| 7
|
prepaid
| false
| 0
|
low
|
CUST3244911
|
+2348074170544
|
Glo
| 2025-09-30T00:00:00
| 685
|
good
| 63
| 41,800.83
| 19
| 0.03
| 1
|
prepaid
| true
| 113,539.87
|
low
|
CUST2256621
|
+2348066382731
|
MTN
| 2025-09-30T00:00:00
| 844
|
excellent
| 88
| 49,922.24
| 4
| 0.61
| 1
|
prepaid
| true
| 52,949.42
|
high
|
CUST1129266
|
+2347011930784
|
Airtel
| 2025-09-30T00:00:00
| 516
|
fair
| 11
| 48,358.46
| 22
| 0.2
| 9
|
prepaid
| false
| 0
|
high
|
CUST9927081
|
+2347062680383
|
MTN
| 2025-09-30T00:00:00
| 553
|
fair
| 20
| 44,153.07
| 23
| 0.09
| 3
|
prepaid
| false
| 0
|
high
|
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