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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CUST6928810
|
+2349073771761
|
Airtel
| 2025-09-30T00:00:00
| 613
|
fair
| 31
| 25,560.04
| 11
| 0.63
| 3
|
prepaid
| false
| 0
|
high
|
CUST8887191
|
+2348021386103
|
Airtel
| 2025-09-30T00:00:00
| 924
|
excellent
| 115
| 37,129.56
| 5
| 0.47
| 1
|
prepaid
| true
| 63,992.37
|
low
|
CUST4633933
|
+2348134555557
|
MTN
| 2025-09-30T00:00:00
| 727
|
good
| 54
| 3,402.75
| 27
| 0.49
| 2
|
postpaid
| true
| 5,961.69
|
low
|
CUST2462212
|
+2348110512250
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 104
| 39,063.36
| 17
| 0.59
| 1
|
prepaid
| true
| 78,504.09
|
high
|
CUST7839724
|
+2348118236490
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 77
| 22,800.67
| 27
| 0.36
| 0
|
prepaid
| true
| 60,770.88
|
low
|
CUST2564469
|
+2347055308545
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 74
| 14,869.78
| 20
| 0.82
| 2
|
prepaid
| true
| 38,471.21
|
low
|
CUST2950292
|
+2348163082353
|
MTN
| 2025-09-30T00:00:00
| 999
|
excellent
| 119
| 2,590.52
| 5
| 0.99
| 2
|
prepaid
| true
| 4,917.31
|
medium
|
CUST2953860
|
+2349027812002
|
Airtel
| 2025-09-30T00:00:00
| 737
|
good
| 85
| 11,179.94
| 22
| 0.1
| 0
|
prepaid
| true
| 29,875.72
|
low
|
CUST1161388
|
+2347035540036
|
MTN
| 2025-09-30T00:00:00
| 948
|
excellent
| 104
| 25,924.38
| 11
| 0.49
| 0
|
prepaid
| true
| 77,665.49
|
low
|
CUST9804395
|
+2348180249635
|
9mobile
| 2025-09-30T00:00:00
| 416
|
poor
| 19
| 16,177.19
| 8
| 0.31
| 4
|
prepaid
| false
| 0
|
medium
|
CUST3792239
|
+2347056897447
|
Glo
| 2025-09-30T00:00:00
| 995
|
excellent
| 104
| 40,775.11
| 14
| 0.42
| 2
|
prepaid
| true
| 71,777.74
|
low
|
CUST2893095
|
+2348068476689
|
MTN
| 2025-09-30T00:00:00
| 570
|
fair
| 21
| 35,671.86
| 9
| 0.69
| 0
|
prepaid
| false
| 0
|
high
|
CUST9966446
|
+2348050954390
|
Glo
| 2025-09-30T00:00:00
| 410
|
poor
| 35
| 6,234.33
| 12
| 0.23
| 2
|
prepaid
| false
| 0
|
low
|
CUST1871567
|
+2347087989746
|
Airtel
| 2025-09-30T00:00:00
| 677
|
good
| 10
| 34,144.41
| 28
| 0.58
| 1
|
prepaid
| true
| 70,357.86
|
low
|
CUST6405674
|
+2348061234268
|
MTN
| 2025-09-30T00:00:00
| 369
|
poor
| 23
| 15,865.85
| 7
| 0.01
| 7
|
prepaid
| false
| 0
|
low
|
CUST1794099
|
+2348186084650
|
9mobile
| 2025-09-30T00:00:00
| 954
|
excellent
| 109
| 18,068.86
| 16
| 0.09
| 2
|
prepaid
| true
| 54,080
|
low
|
CUST1280938
|
+2347085068467
|
Airtel
| 2025-09-30T00:00:00
| 615
|
fair
| 13
| 25,664.97
| 10
| 0.94
| 2
|
prepaid
| false
| 0
|
high
|
CUST2210763
|
+2348187769510
|
9mobile
| 2025-09-30T00:00:00
| 553
|
fair
| 37
| 24,116.88
| 9
| 0.29
| 9
|
prepaid
| false
| 0
|
high
|
CUST2981628
|
+2348080044976
|
Airtel
| 2025-09-30T00:00:00
| 690
|
good
| 33
| 44,973.4
| 10
| 0.86
| 0
|
prepaid
| true
| 116,919.86
|
low
|
CUST1296509
|
+2348033450313
|
MTN
| 2025-09-30T00:00:00
| 472
|
poor
| 2
| 31,788.9
| 4
| 0.86
| 6
|
prepaid
| false
| 0
|
medium
|
CUST3345266
|
+2349072159800
|
Airtel
| 2025-09-30T00:00:00
| 801
|
excellent
| 47
| 13,124.29
| 18
| 0.82
| 1
|
prepaid
| true
| 25,472.51
|
low
|
CUST5726904
|
+2348057431251
|
Glo
| 2025-09-30T00:00:00
| 437
|
poor
| 5
| 16,027.82
| 25
| 0.17
| 7
|
prepaid
| false
| 0
|
high
|
CUST3079848
|
+2348179880317
|
9mobile
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 118
| 29,634.37
| 23
| 0.77
| 0
|
postpaid
| true
| 77,559.81
|
low
|
CUST9747418
|
+2348029927053
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 81
| 45,054.5
| 16
| 0.84
| 2
|
postpaid
| true
| 92,362.32
|
high
|
CUST5320794
|
+2349021069528
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 109
| 16,089.95
| 29
| 0.83
| 1
|
prepaid
| true
| 16,724.26
|
low
|
CUST6242536
|
+2348131265898
|
MTN
| 2025-09-30T00:00:00
| 547
|
fair
| 30
| 46,987.81
| 6
| 0.45
| 1
|
prepaid
| false
| 0
|
high
|
CUST6552031
|
+2348128142340
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 96
| 47,633.17
| 28
| 0.59
| 1
|
prepaid
| true
| 129,808.57
|
medium
|
CUST2754735
|
+2348172590097
|
9mobile
| 2025-09-30T00:00:00
| 703
|
good
| 76
| 39,299.7
| 1
| 0.24
| 1
|
prepaid
| true
| 52,735.24
|
low
|
CUST7339748
|
+2349085675673
|
9mobile
| 2025-09-30T00:00:00
| 908
|
excellent
| 104
| 34,865.73
| 8
| 0.23
| 1
|
prepaid
| true
| 61,478.14
|
medium
|
CUST2822579
|
+2349053043082
|
Glo
| 2025-09-30T00:00:00
| 345
|
poor
| 20
| 5,004.48
| 14
| 0.16
| 7
|
prepaid
| false
| 0
|
low
|
CUST4561127
|
+2348053560727
|
Glo
| 2025-09-30T00:00:00
| 986
|
excellent
| 84
| 18,198.8
| 24
| 0.6
| 2
|
prepaid
| true
| 50,990.61
|
medium
|
CUST9526336
|
+2348034974405
|
MTN
| 2025-09-30T00:00:00
| 806
|
excellent
| 59
| 12,494.65
| 14
| 0.87
| 2
|
postpaid
| true
| 28,631.53
|
low
|
CUST9532117
|
+2348154013867
|
Glo
| 2025-09-30T00:00:00
| 667
|
good
| 25
| 19,178.98
| 26
| 0.2
| 1
|
prepaid
| true
| 20,682.12
|
low
|
CUST1184759
|
+2349099212104
|
9mobile
| 2025-09-30T00:00:00
| 788
|
good
| 91
| 27,774.19
| 1
| 0.27
| 2
|
prepaid
| true
| 48,616.48
|
low
|
CUST5616848
|
+2348062609334
|
MTN
| 2025-09-30T00:00:00
| 958
|
excellent
| 77
| 9,421.71
| 23
| 0.67
| 0
|
postpaid
| true
| 10,628.36
|
low
|
CUST4343941
|
+2349011800811
|
Airtel
| 2025-09-30T00:00:00
| 562
|
fair
| 30
| 34,414.68
| 22
| 0.11
| 6
|
prepaid
| false
| 0
|
high
|
CUST3099057
|
+2349053541608
|
Glo
| 2025-09-30T00:00:00
| 605
|
fair
| 23
| 935.27
| 24
| 0.66
| 7
|
postpaid
| false
| 0
|
high
|
CUST2498969
|
+2348075421867
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 109
| 18,950.93
| 14
| 0.53
| 2
|
prepaid
| true
| 41,156.56
|
medium
|
CUST7529997
|
+2348027996407
|
Airtel
| 2025-09-30T00:00:00
| 583
|
fair
| 16
| 18,397.91
| 22
| 0.48
| 0
|
prepaid
| false
| 0
|
high
|
CUST3658281
|
+2347012042695
|
Airtel
| 2025-09-30T00:00:00
| 862
|
excellent
| 72
| 10,253.94
| 28
| 0.52
| 0
|
postpaid
| true
| 10,925.84
|
low
|
CUST3982896
|
+2348035477663
|
MTN
| 2025-09-30T00:00:00
| 747
|
good
| 68
| 9,650.89
| 14
| 0.45
| 2
|
prepaid
| true
| 28,651.1
|
low
|
CUST2378914
|
+2348024437104
|
Airtel
| 2025-09-30T00:00:00
| 867
|
excellent
| 86
| 14,684.54
| 4
| 0.9
| 2
|
prepaid
| true
| 30,591.24
|
low
|
CUST7668778
|
+2349011734185
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 83
| 27,149.33
| 10
| 0.85
| 1
|
prepaid
| true
| 65,767.6
|
low
|
CUST2822854
|
+2349075924732
|
Airtel
| 2025-09-30T00:00:00
| 443
|
poor
| 44
| 22,420.96
| 3
| 0.03
| 7
|
prepaid
| false
| 0
|
high
|
CUST8590133
|
+2349023944239
|
Airtel
| 2025-09-30T00:00:00
| 966
|
excellent
| 105
| 6,886.5
| 6
| 0.89
| 2
|
prepaid
| true
| 10,777.93
|
high
|
CUST7258868
|
+2348118898600
|
Glo
| 2025-09-30T00:00:00
| 873
|
excellent
| 53
| 42,008.59
| 26
| 0.45
| 1
|
prepaid
| true
| 87,389.51
|
low
|
CUST7817201
|
+2347053490327
|
Glo
| 2025-09-30T00:00:00
| 646
|
fair
| 16
| 42,464.94
| 29
| 0.35
| 1
|
prepaid
| false
| 0
|
high
|
CUST9611784
|
+2348152873425
|
Glo
| 2025-09-30T00:00:00
| 624
|
fair
| 29
| 3,324.76
| 19
| 0.97
| 9
|
postpaid
| false
| 0
|
high
|
CUST6790777
|
+2349054764154
|
Glo
| 2025-09-30T00:00:00
| 971
|
excellent
| 102
| 38,033.89
| 1
| 0.83
| 2
|
prepaid
| true
| 39,195.32
|
low
|
CUST6318890
|
+2348059721588
|
Glo
| 2025-09-30T00:00:00
| 770
|
good
| 84
| 18,253.63
| 13
| 0.01
| 1
|
prepaid
| true
| 54,383.84
|
low
|
CUST4953016
|
+2348138568288
|
MTN
| 2025-09-30T00:00:00
| 610
|
fair
| 61
| 7,948.58
| 9
| 0.32
| 3
|
postpaid
| false
| 0
|
high
|
CUST8901018
|
+2348092341265
|
9mobile
| 2025-09-30T00:00:00
| 594
|
fair
| 24
| 46,052.91
| 7
| 0.74
| 8
|
prepaid
| false
| 0
|
high
|
CUST3235809
|
+2347016402754
|
Airtel
| 2025-09-30T00:00:00
| 566
|
fair
| 5
| 48,162.24
| 16
| 0.5
| 9
|
postpaid
| false
| 0
|
medium
|
CUST1469943
|
+2348158762706
|
Glo
| 2025-09-30T00:00:00
| 738
|
good
| 54
| 14,475.85
| 12
| 0.63
| 1
|
prepaid
| true
| 39,370.66
|
medium
|
CUST6422686
|
+2348109445611
|
MTN
| 2025-09-30T00:00:00
| 635
|
fair
| 82
| 11,291.62
| 3
| 0.41
| 5
|
prepaid
| false
| 0
|
low
|
CUST8201925
|
+2347033460420
|
MTN
| 2025-09-30T00:00:00
| 679
|
good
| 26
| 46,688.3
| 19
| 0.68
| 1
|
prepaid
| true
| 100,275.07
|
low
|
CUST5922465
|
+2347031700977
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 79
| 29,982.87
| 28
| 0.8
| 2
|
prepaid
| true
| 38,783.85
|
low
|
CUST8872398
|
+2349059719830
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 76
| 35,740.79
| 12
| 0.9
| 0
|
prepaid
| true
| 67,092.38
|
low
|
CUST1103750
|
+2347067038416
|
MTN
| 2025-09-30T00:00:00
| 953
|
excellent
| 96
| 45,472.67
| 4
| 0.9
| 1
|
prepaid
| true
| 62,795.36
|
low
|
CUST2042604
|
+2349099457008
|
9mobile
| 2025-09-30T00:00:00
| 823
|
excellent
| 97
| 16,852.55
| 4
| 0.46
| 1
|
postpaid
| true
| 17,568.52
|
low
|
CUST3392827
|
+2347037815041
|
MTN
| 2025-09-30T00:00:00
| 501
|
fair
| 10
| 49,293.33
| 25
| 0.12
| 10
|
prepaid
| false
| 0
|
high
|
CUST8259950
|
+2349058305372
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 108
| 48,359.57
| 18
| 0.4
| 0
|
prepaid
| true
| 140,749.05
|
medium
|
CUST8795641
|
+2348188229308
|
9mobile
| 2025-09-30T00:00:00
| 449
|
poor
| 6
| 42,449.31
| 23
| 0.05
| 7
|
prepaid
| false
| 0
|
low
|
CUST4238074
|
+2348167306062
|
MTN
| 2025-09-30T00:00:00
| 631
|
fair
| 8
| 43,795.54
| 16
| 0.85
| 3
|
prepaid
| false
| 0
|
high
|
CUST2647508
|
+2347085555251
|
Airtel
| 2025-09-30T00:00:00
| 868
|
excellent
| 83
| 5,304.22
| 15
| 0.77
| 0
|
postpaid
| true
| 6,933.6
|
low
|
CUST1266165
|
+2349085516164
|
9mobile
| 2025-09-30T00:00:00
| 300
|
poor
| 22
| 4,742.63
| 5
| 0.06
| 0
|
prepaid
| false
| 0
|
high
|
CUST5977907
|
+2349014644520
|
Airtel
| 2025-09-30T00:00:00
| 623
|
fair
| 28
| 36,114.31
| 10
| 0.58
| 5
|
prepaid
| false
| 0
|
high
|
CUST5463138
|
+2348111074552
|
Glo
| 2025-09-30T00:00:00
| 766
|
good
| 49
| 36,401.32
| 10
| 0.84
| 0
|
postpaid
| true
| 57,327.64
|
medium
|
CUST4386089
|
+2349012828185
|
Airtel
| 2025-09-30T00:00:00
| 704
|
good
| 99
| 11,867.07
| 3
| 0.3
| 0
|
prepaid
| true
| 15,918.59
|
low
|
CUST9897958
|
+2348073541461
|
Glo
| 2025-09-30T00:00:00
| 825
|
excellent
| 73
| 18,789.72
| 4
| 0.74
| 1
|
postpaid
| true
| 40,933.17
|
low
|
CUST1197493
|
+2349023154031
|
Airtel
| 2025-09-30T00:00:00
| 836
|
excellent
| 118
| 48,168.93
| 4
| 0.02
| 2
|
prepaid
| true
| 110,714.42
|
high
|
CUST2019518
|
+2348025306576
|
Airtel
| 2025-09-30T00:00:00
| 601
|
fair
| 2
| 41,223.27
| 15
| 0.85
| 5
|
prepaid
| false
| 0
|
medium
|
CUST9531761
|
+2347067658945
|
MTN
| 2025-09-30T00:00:00
| 588
|
fair
| 5
| 15,736.22
| 28
| 0.51
| 8
|
postpaid
| false
| 0
|
low
|
CUST8847509
|
+2349066948501
|
MTN
| 2025-09-30T00:00:00
| 726
|
good
| 30
| 17,675.9
| 13
| 1
| 0
|
postpaid
| true
| 35,533.05
|
low
|
CUST3874001
|
+2347056047897
|
Glo
| 2025-09-30T00:00:00
| 811
|
excellent
| 59
| 23,172.66
| 30
| 0.21
| 0
|
prepaid
| true
| 61,986.05
|
low
|
CUST2234782
|
+2348155776651
|
Glo
| 2025-09-30T00:00:00
| 487
|
poor
| 7
| 40,408.95
| 13
| 0.3
| 7
|
prepaid
| false
| 0
|
medium
|
CUST4764756
|
+2349056551174
|
Glo
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 119
| 39,772.15
| 29
| 0.65
| 0
|
prepaid
| true
| 114,610.45
|
high
|
CUST7123743
|
+2348160106330
|
MTN
| 2025-09-30T00:00:00
| 751
|
good
| 58
| 24,325.11
| 12
| 0.34
| 2
|
prepaid
| true
| 27,190.59
|
low
|
CUST8462190
|
+2348132441004
|
MTN
| 2025-09-30T00:00:00
| 884
|
excellent
| 109
| 853.52
| 27
| 0.15
| 2
|
prepaid
| true
| 1,622.59
|
medium
|
CUST4741002
|
+2349073904496
|
Airtel
| 2025-09-30T00:00:00
| 812
|
excellent
| 52
| 8,110.24
| 28
| 0.51
| 1
|
prepaid
| true
| 11,603.73
|
low
|
CUST9961003
|
+2348080747907
|
Airtel
| 2025-09-30T00:00:00
| 792
|
good
| 27
| 16,430.74
| 21
| 0.96
| 2
|
prepaid
| true
| 16,595.46
|
low
|
CUST1505152
|
+2349080664427
|
9mobile
| 2025-09-30T00:00:00
| 968
|
excellent
| 102
| 9,376.93
| 4
| 0.98
| 0
|
postpaid
| true
| 25,855.52
|
low
|
CUST2856097
|
+2348127075893
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 71
| 43,642.05
| 30
| 0.85
| 0
|
prepaid
| true
| 128,344.3
|
medium
|
CUST2291303
|
+2348172579841
|
9mobile
| 2025-09-30T00:00:00
| 656
|
good
| 95
| 4,167.92
| 16
| 0.04
| 2
|
prepaid
| true
| 8,610.36
|
medium
|
CUST2479098
|
+2348062585255
|
MTN
| 2025-09-30T00:00:00
| 510
|
fair
| 14
| 42,929.81
| 14
| 0.49
| 4
|
prepaid
| false
| 0
|
high
|
CUST6583005
|
+2348146020324
|
MTN
| 2025-09-30T00:00:00
| 801
|
excellent
| 87
| 39,002.1
| 2
| 0.51
| 1
|
postpaid
| true
| 93,568.88
|
low
|
CUST9271000
|
+2349037142826
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 79
| 37,812.58
| 22
| 0.68
| 0
|
prepaid
| true
| 39,862.87
|
high
|
CUST4677496
|
+2348138437437
|
MTN
| 2025-09-30T00:00:00
| 925
|
excellent
| 38
| 32,742.71
| 21
| 0.93
| 1
|
postpaid
| true
| 69,056.22
|
low
|
CUST3638849
|
+2347016752966
|
Airtel
| 2025-09-30T00:00:00
| 555
|
fair
| 44
| 38,449.53
| 17
| 0.04
| 5
|
prepaid
| false
| 0
|
high
|
CUST9095885
|
+2348158815601
|
Glo
| 2025-09-30T00:00:00
| 906
|
excellent
| 78
| 13,918.3
| 24
| 0.48
| 2
|
prepaid
| true
| 16,778.78
|
low
|
CUST8744967
|
+2348058039022
|
Glo
| 2025-09-30T00:00:00
| 817
|
excellent
| 54
| 21,794.97
| 8
| 0.78
| 1
|
prepaid
| true
| 27,805.26
|
low
|
CUST3844383
|
+2348131809058
|
MTN
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 119
| 9,202
| 28
| 0.48
| 1
|
prepaid
| true
| 16,687.29
|
high
|
CUST9157666
|
+2349026927911
|
Airtel
| 2025-09-30T00:00:00
| 492
|
poor
| 44
| 1,739.81
| 6
| 0.52
| 7
|
prepaid
| false
| 0
|
high
|
CUST3225369
|
+2348106569766
|
MTN
| 2025-09-30T00:00:00
| 735
|
good
| 66
| 37,502.45
| 4
| 0.53
| 1
|
prepaid
| true
| 93,246.7
|
medium
|
CUST8337384
|
+2348150348903
|
Glo
| 2025-09-30T00:00:00
| 435
|
poor
| 24
| 2,518.31
| 21
| 0.26
| 7
|
prepaid
| false
| 0
|
high
|
CUST8436940
|
+2348027896688
|
Airtel
| 2025-09-30T00:00:00
| 952
|
excellent
| 120
| 4,468.26
| 9
| 0.88
| 2
|
postpaid
| true
| 5,793.81
|
low
|
CUST3385273
|
+2347019105952
|
Airtel
| 2025-09-30T00:00:00
| 1,000
|
excellent
| 84
| 21,647.33
| 20
| 0.91
| 1
|
prepaid
| true
| 30,905.53
|
low
|
CUST6108596
|
+2348161113769
|
MTN
| 2025-09-30T00:00:00
| 732
|
good
| 96
| 13,535.17
| 7
| 0.18
| 1
|
prepaid
| true
| 14,555.99
|
low
|
CUST8367688
|
+2348162074755
|
MTN
| 2025-09-30T00:00:00
| 986
|
excellent
| 74
| 3,180.68
| 25
| 0.98
| 2
|
postpaid
| true
| 6,327.71
|
medium
|
CUST4278548
|
+2348141583637
|
MTN
| 2025-09-30T00:00:00
| 622
|
fair
| 46
| 13,160.74
| 17
| 0.18
| 1
|
prepaid
| false
| 0
|
high
|
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