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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CUST7014272
|
+2348068004463
|
MTN
| 2025-09-30T00:00:00
| 908
|
excellent
| 91
| 8,762.86
| 14
| 0.65
| 1
|
prepaid
| true
| 23,773.41
|
medium
|
CUST4216025
|
+2347052745965
|
Glo
| 2025-09-30T00:00:00
| 505
|
fair
| 36
| 40,215.26
| 10
| 0.15
| 1
|
prepaid
| false
| 0
|
medium
|
CUST4460594
|
+2349051856107
|
Glo
| 2025-09-30T00:00:00
| 625
|
fair
| 35
| 38,728.5
| 15
| 0.49
| 3
|
prepaid
| false
| 0
|
high
|
CUST3364876
|
+2349028192250
|
Airtel
| 2025-09-30T00:00:00
| 600
|
fair
| 34
| 18,128.92
| 23
| 0.05
| 2
|
prepaid
| false
| 0
|
high
|
CUST2316717
|
+2349058139294
|
Glo
| 2025-09-30T00:00:00
| 758
|
good
| 66
| 46,452.36
| 18
| 0.03
| 0
|
prepaid
| true
| 81,121.63
|
low
|
CUST1667514
|
+2348153320311
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 101
| 39,413.85
| 5
| 0.88
| 2
|
prepaid
| true
| 39,950.01
|
low
|
CUST2613444
|
+2349076321705
|
Airtel
| 2025-09-30T00:00:00
| 715
|
good
| 47
| 15,551.81
| 13
| 0.65
| 1
|
prepaid
| true
| 15,962.82
|
low
|
CUST8521581
|
+2349014454586
|
Airtel
| 2025-09-30T00:00:00
| 582
|
fair
| 24
| 2,446.14
| 27
| 0.56
| 0
|
prepaid
| false
| 0
|
high
|
CUST1499295
|
+2348127006493
|
Airtel
| 2025-09-30T00:00:00
| 633
|
fair
| 19
| 11,090.76
| 22
| 0.81
| 8
|
prepaid
| false
| 0
|
high
|
CUST9559897
|
+2348069588263
|
MTN
| 2025-09-30T00:00:00
| 580
|
fair
| 107
| 914.56
| 3
| 0.16
| 9
|
prepaid
| false
| 0
|
medium
|
CUST3102944
|
+2348036460118
|
MTN
| 2025-09-30T00:00:00
| 699
|
good
| 36
| 14,671.22
| 25
| 0.42
| 2
|
prepaid
| true
| 38,051.47
|
medium
|
CUST1860078
|
+2349082770988
|
9mobile
| 2025-09-30T00:00:00
| 975
|
excellent
| 97
| 36,355.5
| 19
| 0.22
| 0
|
prepaid
| true
| 99,325.68
|
low
|
CUST7217701
|
+2347034465683
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 80
| 22,707.14
| 20
| 0.88
| 2
|
postpaid
| true
| 35,709
|
low
|
CUST3817428
|
+2349050368172
|
Glo
| 2025-09-30T00:00:00
| 628
|
fair
| 42
| 13,291.93
| 19
| 0.44
| 9
|
postpaid
| false
| 0
|
high
|
CUST3987236
|
+2348150774309
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 81
| 45,058.76
| 29
| 0.61
| 2
|
prepaid
| true
| 64,976.26
|
low
|
CUST1457448
|
+2348097908326
|
9mobile
| 2025-09-30T00:00:00
| 752
|
good
| 118
| 7,672.76
| 4
| 0.04
| 2
|
prepaid
| true
| 20,066
|
low
|
CUST3590652
|
+2348151262837
|
Glo
| 2025-09-30T00:00:00
| 958
|
excellent
| 90
| 32,608.56
| 23
| 0.38
| 1
|
prepaid
| true
| 71,796.73
|
low
|
CUST6527400
|
+2348151774842
|
Glo
| 2025-09-30T00:00:00
| 477
|
poor
| 2
| 28,666.56
| 12
| 0.43
| 4
|
prepaid
| false
| 0
|
low
|
CUST7884128
|
+2348100524862
|
MTN
| 2025-09-30T00:00:00
| 785
|
good
| 115
| 9,104.54
| 11
| 0.15
| 2
|
prepaid
| true
| 12,859.07
|
low
|
CUST2067274
|
+2348159540179
|
Glo
| 2025-09-30T00:00:00
| 599
|
fair
| 3
| 13,627.97
| 17
| 0.87
| 9
|
prepaid
| false
| 0
|
high
|
CUST1729461
|
+2349033839881
|
MTN
| 2025-09-30T00:00:00
| 811
|
excellent
| 82
| 17,152.23
| 16
| 0.31
| 2
|
postpaid
| true
| 26,503.36
|
high
|
CUST6383944
|
+2347068889347
|
MTN
| 2025-09-30T00:00:00
| 521
|
fair
| 59
| 8,005.49
| 9
| 0.18
| 7
|
prepaid
| false
| 0
|
low
|
CUST8467838
|
+2348031943995
|
MTN
| 2025-09-30T00:00:00
| 754
|
good
| 82
| 23,846.84
| 4
| 0.37
| 2
|
prepaid
| true
| 60,181.12
|
low
|
CUST3931556
|
+2348135349429
|
MTN
| 2025-09-30T00:00:00
| 837
|
excellent
| 25
| 19,726.63
| 27
| 0.73
| 0
|
prepaid
| true
| 39,941.42
|
low
|
CUST5436351
|
+2347067721464
|
MTN
| 2025-09-30T00:00:00
| 305
|
poor
| 15
| 649.69
| 15
| 0.4
| 2
|
postpaid
| false
| 0
|
medium
|
CUST6060934
|
+2347034064105
|
MTN
| 2025-09-30T00:00:00
| 717
|
good
| 7
| 39,814.16
| 30
| 0.72
| 2
|
prepaid
| true
| 105,665.11
|
low
|
CUST6119134
|
+2348177303042
|
9mobile
| 2025-09-30T00:00:00
| 882
|
excellent
| 25
| 27,626.23
| 29
| 0.98
| 0
|
prepaid
| true
| 42,490.73
|
low
|
CUST9427641
|
+2349054424897
|
Glo
| 2025-09-30T00:00:00
| 719
|
good
| 98
| 37,367.99
| 2
| 0
| 0
|
prepaid
| true
| 43,051.89
|
low
|
CUST5876757
|
+2349028774594
|
Airtel
| 2025-09-30T00:00:00
| 844
|
excellent
| 97
| 35,559.26
| 13
| 0.08
| 1
|
prepaid
| true
| 86,044.15
|
medium
|
CUST3801044
|
+2348159345801
|
Glo
| 2025-09-30T00:00:00
| 732
|
good
| 59
| 21,607.89
| 3
| 0.66
| 2
|
prepaid
| true
| 50,612.8
|
low
|
CUST9562435
|
+2349019361962
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 117
| 24,944.07
| 6
| 0.7
| 2
|
prepaid
| true
| 56,549.23
|
medium
|
CUST9969795
|
+2348146073628
|
MTN
| 2025-09-30T00:00:00
| 722
|
good
| 73
| 13,038.03
| 24
| 0.12
| 0
|
prepaid
| true
| 20,475.02
|
low
|
CUST3497100
|
+2348143491218
|
MTN
| 2025-09-30T00:00:00
| 681
|
good
| 36
| 32,134.55
| 15
| 0.47
| 2
|
prepaid
| true
| 64,284.5
|
low
|
CUST7876548
|
+2349029910137
|
Airtel
| 2025-09-30T00:00:00
| 560
|
fair
| 34
| 42,500.12
| 1
| 0.5
| 10
|
prepaid
| false
| 0
|
high
|
CUST5153000
|
+2348076003223
|
Glo
| 2025-09-30T00:00:00
| 962
|
excellent
| 57
| 42,637.24
| 17
| 0.91
| 1
|
prepaid
| true
| 102,946.26
|
low
|
CUST8880715
|
+2347068234491
|
MTN
| 2025-09-30T00:00:00
| 624
|
fair
| 38
| 48,249.05
| 17
| 0.26
| 6
|
prepaid
| false
| 0
|
high
|
CUST7643664
|
+2347012185243
|
Airtel
| 2025-09-30T00:00:00
| 881
|
excellent
| 115
| 33,851.01
| 4
| 0.32
| 2
|
prepaid
| true
| 59,298.7
|
medium
|
CUST2547645
|
+2348074977672
|
Glo
| 2025-09-30T00:00:00
| 847
|
excellent
| 54
| 17,340.77
| 27
| 0.5
| 1
|
prepaid
| true
| 46,709.57
|
medium
|
CUST2816159
|
+2347086424316
|
Airtel
| 2025-09-30T00:00:00
| 891
|
excellent
| 88
| 6,396.96
| 7
| 0.99
| 0
|
prepaid
| true
| 14,556.62
|
low
|
CUST6901022
|
+2348054071197
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 114
| 19,189.24
| 26
| 0.17
| 2
|
prepaid
| true
| 35,308.91
|
low
|
CUST9318288
|
+2348174661770
|
9mobile
| 2025-09-30T00:00:00
| 703
|
good
| 58
| 22,652.41
| 14
| 0.28
| 2
|
prepaid
| true
| 60,692.33
|
low
|
CUST5394436
|
+2348151761322
|
Glo
| 2025-09-30T00:00:00
| 333
|
poor
| 16
| 31,979.8
| 5
| 0.15
| 5
|
prepaid
| false
| 0
|
high
|
CUST4371256
|
+2347037398410
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 98
| 48,405.7
| 26
| 0.92
| 1
|
prepaid
| true
| 112,493.78
|
medium
|
CUST6478031
|
+2349034340039
|
MTN
| 2025-09-30T00:00:00
| 688
|
good
| 28
| 19,206.7
| 25
| 0.26
| 1
|
prepaid
| true
| 37,428.81
|
low
|
CUST2011969
|
+2349036994766
|
MTN
| 2025-09-30T00:00:00
| 866
|
excellent
| 72
| 15,388.67
| 21
| 0.52
| 1
|
prepaid
| true
| 27,694.97
|
low
|
CUST9330070
|
+2348171121862
|
9mobile
| 2025-09-30T00:00:00
| 468
|
poor
| 20
| 11,868.3
| 4
| 0.62
| 1
|
prepaid
| false
| 0
|
high
|
CUST6121687
|
+2349074229759
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 93
| 28,776.18
| 28
| 0.88
| 0
|
prepaid
| true
| 55,005.66
|
low
|
CUST9268667
|
+2347019543640
|
Airtel
| 2025-09-30T00:00:00
| 900
|
excellent
| 59
| 10,525.99
| 29
| 0.85
| 2
|
prepaid
| true
| 29,819.96
|
low
|
CUST1278650
|
+2348086476943
|
Airtel
| 2025-09-30T00:00:00
| 810
|
excellent
| 35
| 37,677.58
| 29
| 0.37
| 1
|
prepaid
| true
| 68,847.65
|
low
|
CUST1314568
|
+2348025556050
|
Airtel
| 2025-09-30T00:00:00
| 419
|
poor
| 7
| 20,249.69
| 5
| 0.46
| 8
|
prepaid
| false
| 0
|
low
|
CUST1962702
|
+2347034995791
|
MTN
| 2025-09-30T00:00:00
| 807
|
excellent
| 39
| 43,783.99
| 28
| 0.55
| 1
|
prepaid
| true
| 71,330.66
|
low
|
CUST5545324
|
+2349051953334
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 81
| 49,170.98
| 30
| 0.96
| 0
|
prepaid
| true
| 113,109.8
|
low
|
CUST4468538
|
+2347014613765
|
Airtel
| 2025-09-30T00:00:00
| 734
|
good
| 47
| 24,936.86
| 8
| 0.73
| 0
|
prepaid
| true
| 42,087.77
|
low
|
CUST7674930
|
+2349051382316
|
Glo
| 2025-09-30T00:00:00
| 981
|
excellent
| 92
| 18,747.53
| 14
| 0.73
| 2
|
prepaid
| true
| 29,833.96
|
high
|
CUST1160371
|
+2348123466992
|
Airtel
| 2025-09-30T00:00:00
| 844
|
excellent
| 90
| 36,717.59
| 10
| 0.24
| 2
|
prepaid
| true
| 39,511.79
|
medium
|
CUST6406488
|
+2349050779260
|
Glo
| 2025-09-30T00:00:00
| 998
|
excellent
| 111
| 47,653.84
| 4
| 0.81
| 2
|
postpaid
| true
| 73,184.31
|
low
|
CUST9759845
|
+2347034910100
|
MTN
| 2025-09-30T00:00:00
| 988
|
excellent
| 108
| 34,870.5
| 18
| 0.23
| 0
|
prepaid
| true
| 37,563.78
|
low
|
CUST6573999
|
+2347012943431
|
Airtel
| 2025-09-30T00:00:00
| 702
|
good
| 70
| 36,884.94
| 12
| 0.24
| 2
|
prepaid
| true
| 91,211.86
|
low
|
CUST1533848
|
+2348068581192
|
MTN
| 2025-09-30T00:00:00
| 627
|
fair
| 18
| 22,713.45
| 21
| 0.42
| 6
|
prepaid
| false
| 0
|
high
|
CUST1393645
|
+2348116995679
|
Glo
| 2025-09-30T00:00:00
| 577
|
fair
| 18
| 13,753.18
| 6
| 0.99
| 6
|
prepaid
| false
| 0
|
high
|
CUST6209837
|
+2349076545782
|
Airtel
| 2025-09-30T00:00:00
| 589
|
fair
| 32
| 31,356.22
| 7
| 0.57
| 1
|
prepaid
| false
| 0
|
low
|
CUST7153665
|
+2349050487349
|
Glo
| 2025-09-30T00:00:00
| 750
|
good
| 29
| 42,359.47
| 17
| 0.73
| 2
|
postpaid
| true
| 97,562.5
|
high
|
CUST1696392
|
+2348102876564
|
MTN
| 2025-09-30T00:00:00
| 778
|
good
| 38
| 26,750.43
| 9
| 0.85
| 0
|
prepaid
| true
| 31,114.79
|
low
|
CUST9477328
|
+2347010375455
|
Airtel
| 2025-09-30T00:00:00
| 831
|
excellent
| 47
| 19,139.24
| 16
| 0.9
| 1
|
prepaid
| true
| 26,824.83
|
medium
|
CUST7216760
|
+2348113372529
|
Glo
| 2025-09-30T00:00:00
| 974
|
excellent
| 91
| 31,517.75
| 16
| 0.56
| 0
|
prepaid
| true
| 81,808.42
|
low
|
CUST5730099
|
+2349082873587
|
9mobile
| 2025-09-30T00:00:00
| 451
|
poor
| 9
| 36,635.95
| 20
| 0.01
| 1
|
prepaid
| false
| 0
|
medium
|
CUST1018965
|
+2347084189204
|
Airtel
| 2025-09-30T00:00:00
| 870
|
excellent
| 80
| 36,254.64
| 8
| 0.63
| 2
|
prepaid
| true
| 49,208.04
|
medium
|
CUST4496693
|
+2349084973992
|
9mobile
| 2025-09-30T00:00:00
| 815
|
excellent
| 29
| 29,420.59
| 25
| 0.58
| 0
|
prepaid
| true
| 67,828.84
|
low
|
CUST8121054
|
+2348151995099
|
Glo
| 2025-09-30T00:00:00
| 994
|
excellent
| 34
| 42,314.31
| 29
| 0.97
| 0
|
prepaid
| true
| 111,198.73
|
low
|
CUST3578094
|
+2348083025500
|
Airtel
| 2025-09-30T00:00:00
| 865
|
excellent
| 65
| 18,964.17
| 23
| 0.26
| 0
|
prepaid
| true
| 45,612.17
|
low
|
CUST2492883
|
+2348111438328
|
Glo
| 2025-09-30T00:00:00
| 797
|
good
| 106
| 45,813.26
| 1
| 0.07
| 0
|
prepaid
| true
| 77,718.31
|
low
|
CUST4673672
|
+2348114998894
|
Glo
| 2025-09-30T00:00:00
| 951
|
excellent
| 106
| 21,844.01
| 17
| 0.25
| 1
|
prepaid
| true
| 47,140.02
|
medium
|
CUST5087996
|
+2349090284050
|
9mobile
| 2025-09-30T00:00:00
| 581
|
fair
| 50
| 20,749.65
| 9
| 0.29
| 0
|
prepaid
| false
| 0
|
high
|
CUST7666527
|
+2348079659266
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 109
| 36,350.09
| 29
| 0.89
| 0
|
prepaid
| true
| 71,838.2
|
low
|
CUST9566373
|
+2348068762553
|
MTN
| 2025-09-30T00:00:00
| 765
|
good
| 65
| 30,676.84
| 15
| 0.43
| 2
|
postpaid
| true
| 41,917.89
|
low
|
CUST2995493
|
+2349061894054
|
MTN
| 2025-09-30T00:00:00
| 674
|
good
| 30
| 13,347.29
| 18
| 0.64
| 1
|
prepaid
| true
| 33,518.39
|
medium
|
CUST1002513
|
+2349019576985
|
Airtel
| 2025-09-30T00:00:00
| 628
|
fair
| 35
| 16,732
| 1
| 0.76
| 2
|
prepaid
| false
| 0
|
high
|
CUST6034771
|
+2349016830778
|
Airtel
| 2025-09-30T00:00:00
| 420
|
poor
| 25
| 2,037.79
| 16
| 0.29
| 7
|
postpaid
| false
| 0
|
medium
|
CUST8602184
|
+2348020389474
|
Airtel
| 2025-09-30T00:00:00
| 776
|
good
| 59
| 36,280.68
| 15
| 0.53
| 0
|
prepaid
| true
| 72,360.83
|
medium
|
CUST1152488
|
+2347016676632
|
Airtel
| 2025-09-30T00:00:00
| 584
|
fair
| 15
| 35,662.78
| 6
| 0.69
| 9
|
prepaid
| false
| 0
|
high
|
CUST5498733
|
+2348088773307
|
Airtel
| 2025-09-30T00:00:00
| 987
|
excellent
| 102
| 25,150.24
| 11
| 0.58
| 1
|
prepaid
| true
| 63,698.64
|
low
|
CUST5576621
|
+2348035273631
|
MTN
| 2025-09-30T00:00:00
| 686
|
good
| 63
| 27,069.26
| 14
| 0.25
| 2
|
prepaid
| true
| 75,193.72
|
medium
|
CUST2999233
|
+2348139678961
|
MTN
| 2025-09-30T00:00:00
| 806
|
excellent
| 30
| 31,183.55
| 22
| 0.65
| 1
|
prepaid
| true
| 34,900.13
|
low
|
CUST9232225
|
+2349063338430
|
MTN
| 2025-09-30T00:00:00
| 784
|
good
| 26
| 18,731.69
| 26
| 0.75
| 2
|
postpaid
| true
| 49,651.78
|
low
|
CUST8656415
|
+2349098502676
|
9mobile
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 118
| 36,276.91
| 27
| 0.75
| 1
|
prepaid
| true
| 79,937.79
|
medium
|
CUST1259300
|
+2348116639438
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 112
| 10,736.68
| 10
| 0.95
| 1
|
prepaid
| true
| 10,880.77
|
high
|
CUST2229273
|
+2348072846212
|
Glo
| 2025-09-30T00:00:00
| 792
|
good
| 39
| 11,680.82
| 25
| 0.73
| 1
|
prepaid
| true
| 18,283.78
|
medium
|
CUST4965040
|
+2348147856320
|
MTN
| 2025-09-30T00:00:00
| 919
|
excellent
| 61
| 40,984.91
| 22
| 0.55
| 2
|
prepaid
| true
| 47,782.25
|
low
|
CUST1336895
|
+2349064326395
|
MTN
| 2025-09-30T00:00:00
| 883
|
excellent
| 46
| 32,176.17
| 18
| 0.89
| 2
|
prepaid
| true
| 69,904.91
|
medium
|
CUST7915509
|
+2349077389922
|
Airtel
| 2025-09-30T00:00:00
| 472
|
poor
| 1
| 21,311.15
| 16
| 0.45
| 8
|
prepaid
| false
| 0
|
high
|
CUST4135190
|
+2347031701093
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 91
| 42,611.48
| 17
| 0.86
| 2
|
postpaid
| true
| 61,904.47
|
medium
|
CUST7945384
|
+2347019319907
|
Airtel
| 2025-09-30T00:00:00
| 518
|
fair
| 59
| 1,644.2
| 8
| 0.29
| 8
|
prepaid
| false
| 0
|
medium
|
CUST8772207
|
+2349078592890
|
Airtel
| 2025-09-30T00:00:00
| 300
|
poor
| 9
| 1,369.81
| 15
| 0.27
| 3
|
prepaid
| false
| 0
|
high
|
CUST5997194
|
+2347031703924
|
MTN
| 2025-09-30T00:00:00
| 441
|
poor
| 35
| 2,977.26
| 5
| 0.63
| 2
|
postpaid
| false
| 0
|
high
|
CUST9425290
|
+2347086790529
|
Airtel
| 2025-09-30T00:00:00
| 705
|
good
| 25
| 36,784.28
| 19
| 0.72
| 0
|
prepaid
| true
| 48,658.81
|
low
|
CUST8963641
|
+2347067156032
|
MTN
| 2025-09-30T00:00:00
| 937
|
excellent
| 86
| 20,819
| 7
| 0.89
| 1
|
prepaid
| true
| 36,254.8
|
low
|
CUST1703543
|
+2347089088914
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 79
| 7,298.63
| 24
| 0.94
| 2
|
postpaid
| true
| 10,392.07
|
low
|
CUST3214120
|
+2348139456469
|
MTN
| 2025-09-30T00:00:00
| 825
|
excellent
| 106
| 17,088.09
| 10
| 0.02
| 2
|
prepaid
| true
| 21,022.81
|
low
|
CUST6295730
|
+2349079070462
|
Airtel
| 2025-09-30T00:00:00
| 706
|
good
| 68
| 41,369.25
| 10
| 0.16
| 1
|
postpaid
| true
| 98,767.44
|
low
|
CUST3686711
|
+2349082380394
|
9mobile
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 99
| 44,004.9
| 12
| 0.77
| 2
|
postpaid
| true
| 63,947.83
|
low
|
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