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ID
int64
5.63k
156k
Customer_ID
int64
1.01k
51k
Month
int64
1
8
Name
stringlengths
1
25
Age
int64
14
56
SSN
int64
81.3k
1,000M
Occupation
stringclasses
15 values
Annual_Income
float64
7.01k
180k
Monthly_Inhand_Salary
float64
304
15.2k
Num_Bank_Accounts
int64
0
11
Num_Credit_Card
int64
0
11
Interest_Rate
int64
1
34
Num_of_Loan
int64
0
9
Type_of_Loan
stringlengths
7
182
Delay_from_due_date
int64
0
62
Num_of_Delayed_Payment
int64
0
25
Changed_Credit_Limit
float64
0.5
30
Num_Credit_Inquiries
int64
0
17
Credit_Mix
stringclasses
3 values
Outstanding_Debt
float64
0.23
5k
Credit_Utilization_Ratio
float64
20
50
Credit_History_Age
int64
1
404
Payment_of_Min_Amount
stringclasses
3 values
Total_EMI_per_month
float64
0
1.78k
Amount_invested_monthly
float64
0
434
Payment_Behaviour
stringclasses
6 values
Monthly_Balance
float64
0.01
1.18k
Credit_Score
stringclasses
3 values
5,634
3,392
1
Aaron Maashoh
23
821,000,265
Scientist
19,114.12
1,824.843333
3
4
3
4
Auto Loan, Credit-Builder Loan, Personal Loan, and Home Equity Loan
3
7
11.27
4
Good
809.98
26.82262
265
No
49.574949
21.46538
High_spent_Small_value_payments
312.494089
Good
5,635
3,392
2
Aaron Maashoh
23
821,000,265
Scientist
19,114.12
1,824.843333
3
4
3
4
Auto Loan, Credit-Builder Loan, Personal Loan, and Home Equity Loan
3
4
11.27
4
Good
809.98
31.94496
266
No
49.574949
21.46538
Low_spent_Large_value_payments
284.629163
Good
5,636
3,392
3
Aaron Maashoh
23
821,000,265
Scientist
19,114.12
1,824.843333
3
4
3
4
Auto Loan, Credit-Builder Loan, Personal Loan, and Home Equity Loan
3
7
11.27
4
Good
809.98
28.609352
267
No
49.574949
21.46538
Low_spent_Medium_value_payments
331.209863
Good
5,637
3,392
4
Aaron Maashoh
23
821,000,265
Scientist
19,114.12
1,824.843333
3
4
3
4
Auto Loan, Credit-Builder Loan, Personal Loan, and Home Equity Loan
5
4
6.27
4
Good
809.98
31.377862
268
No
49.574949
21.46538
Low_spent_Small_value_payments
223.45131
Good
5,638
3,392
5
Aaron Maashoh
23
821,000,265
Scientist
19,114.12
1,824.843333
3
4
3
4
Auto Loan, Credit-Builder Loan, Personal Loan, and Home Equity Loan
6
4
11.27
4
Good
809.98
24.797347
269
No
49.574949
21.46538
High_spent_Medium_value_payments
341.489231
Good
5,639
3,392
6
Aaron Maashoh
23
821,000,265
Scientist
19,114.12
1,824.843333
3
4
3
4
Auto Loan, Credit-Builder Loan, Personal Loan, and Home Equity Loan
8
4
9.27
4
Good
809.98
27.262259
270
No
49.574949
21.46538
High_spent_Medium_value_payments
340.479212
Good
5,640
3,392
7
Aaron Maashoh
23
821,000,265
Scientist
19,114.12
1,824.843333
3
4
3
4
Auto Loan, Credit-Builder Loan, Personal Loan, and Home Equity Loan
3
8
11.27
4
Good
809.98
22.537593
271
No
49.574949
21.46538
Low_spent_Small_value_payments
244.565317
Good
5,641
3,392
8
Aaron Maashoh
23
821,000,265
Scientist
19,114.12
1,824.843333
3
4
3
4
Auto Loan, Credit-Builder Loan, Personal Loan, and Home Equity Loan
3
6
11.27
4
Good
809.98
23.933795
272
No
49.574949
21.46538
High_spent_Medium_value_payments
358.124168
Standard
5,646
8,625
1
Rick Rothackerj
28
4,075,839
Teacher
34,847.84
3,037.986667
2
4
6
1
Credit-Builder Loan
3
4
5.42
2
Good
605.03
24.464031
319
No
18.816215
39.684018
Low_spent_Small_value_payments
470.690627
Standard
5,647
8,625
2
Rick Rothackerj
28
4,075,839
Teacher
34,847.84
3,037.986667
2
4
6
1
Credit-Builder Loan
7
1
7.42
2
Good
605.03
38.550848
320
No
18.816215
39.684018
High_spent_Large_value_payments
484.591214
Good
5,648
8,625
3
Rick Rothackerj
28
4,075,839
Teacher
34,847.84
3,037.986667
2
4
6
1
Credit-Builder Loan
3
1
5.42
2
Good
605.03
33.224951
321
No
18.816215
39.684018
High_spent_Large_value_payments
466.466476
Standard
5,649
8,625
4
Rick Rothackerj
28
4,075,839
Teacher
34,847.84
3,037.986667
2
4
6
1
Credit-Builder Loan
3
3
5.42
2
Good
605.03
39.182656
322
No
18.816215
39.684018
Low_spent_Medium_value_payments
465.676224
Good
5,650
8,625
5
Rick Rothackerj
28
4,075,839
Teacher
34,847.84
3,037.986667
2
4
6
1
Credit-Builder Loan
3
1
6.42
2
Good
605.03
34.977895
323
No
18.816215
39.684018
Low_spent_Small_value_payments
444.867032
Good
5,651
8,625
6
Rick Rothackerj
28
4,075,839
Teacher
34,847.84
3,037.986667
2
4
6
1
Credit-Builder Loan
3
0
5.42
2
Good
605.03
33.38101
324
No
18.816215
39.684018
High_spent_Large_value_payments
481.505262
Good
5,652
8,625
7
Rick Rothackerj
28
4,075,839
Teacher
34,847.84
3,037.986667
2
4
6
1
Credit-Builder Loan
3
4
5.42
2
Good
605.03
31.131702
325
NM
18.816215
39.684018
High_spent_Medium_value_payments
464.880678
Good
5,653
8,625
8
Rick Rothackerj
28
4,075,839
Teacher
34,847.84
3,037.986667
2
4
6
1
Credit-Builder Loan
3
4
5.42
2
Good
605.03
32.933856
326
No
18.816215
39.684018
Low_spent_Small_value_payments
356.078109
Good
5,658
11,708
1
Langep
34
486,853,974
Engineer
143,162.64
12,187.22
1
5
8
3
Auto Loan, Auto Loan, and Not Specified
5
8
7.1
3
Good
1,303.01
28.616735
213
No
246.99232
168.413703
High_spent_Small_value_payments
1,043.315978
Good
5,659
11,708
2
Langep
34
486,853,974
Engineer
143,162.64
12,187.22
1
5
8
3
Auto Loan, Auto Loan, and Not Specified
13
6
7.1
3
Good
1,303.01
41.702573
214
No
246.99232
168.413703
High_spent_Small_value_payments
998.869297
Good
5,660
11,708
3
Langep
34
486,853,974
Engineer
143,162.64
12,187.22
1
5
8
3
Auto Loan, Auto Loan, and Not Specified
8
7
11.1
3
Good
1,303.01
26.519815
215
No
246.99232
168.413703
High_spent_Small_value_payments
715.741367
Good
5,661
11,708
4
Langep
34
486,853,974
Engineer
143,162.64
12,187.22
1
5
8
3
Auto Loan, Auto Loan, and Not Specified
8
5
9.1
3
Good
1,303.01
39.501648
216
No
246.99232
168.413703
Low_spent_Medium_value_payments
426.513411
Good
5,662
11,708
5
Langep
34
486,853,974
Engineer
143,162.64
12,187.22
1
5
8
3
Auto Loan, Auto Loan, and Not Specified
10
5
7.1
3
Good
1,303.01
31.37615
217
No
246.99232
168.413703
Low_spent_Large_value_payments
810.782153
Good
5,663
11,708
6
Langep
34
486,853,974
Engineer
143,162.64
12,187.22
1
5
8
3
Auto Loan, Auto Loan, and Not Specified
8
6
7.1
3
Good
1,303.01
39.783993
218
No
246.99232
168.413703
High_spent_Medium_value_payments
963.921581
Good
5,664
11,708
7
Langep
34
486,853,974
Engineer
143,162.64
12,187.22
1
5
8
3
Auto Loan, Auto Loan, and Not Specified
8
6
7.1
3
Good
1,303.01
38.068624
219
No
246.99232
168.413703
High_spent_Small_value_payments
968.555517
Standard
5,665
11,708
8
Langep
34
486,853,974
Engineer
143,162.64
12,187.22
1
5
8
3
Auto Loan, Auto Loan, and Not Specified
8
6
7.1
3
Good
1,303.01
38.374753
220
No
246.99232
168.413703
High_spent_Small_value_payments
895.494583
Standard
5,670
47,249
1
Jasond
54
72,316,145
Entrepreneur
30,689.89
2,612.490833
2
5
4
1
Not Specified
0
6
1.99
4
Good
632.46
26.544229
207
No
16.415452
29.393311
Low_spent_Large_value_payments
433.604773
Standard
5,671
47,249
2
Jasond
54
72,316,145
Entrepreneur
30,689.89
2,612.490833
2
5
4
1
Not Specified
5
3
1.99
4
Good
632.46
35.279982
208
No
16.415452
29.393311
Low_spent_Small_value_payments
409.951812
Standard
5,672
47,249
3
Jasond
55
72,316,145
Entrepreneur
30,689.89
2,612.490833
2
5
4
1
Not Specified
3
9
1.99
4
Good
632.46
32.301163
209
NM
16.415452
29.393311
High_spent_Medium_value_payments
411.427123
Standard
5,673
47,249
4
Jasond
55
72,316,145
Entrepreneur
30,689.89
2,612.490833
2
5
4
1
Not Specified
7
6
1.99
4
Good
632.46
38.132348
210
No
16.415452
29.393311
Low_spent_Small_value_payments
262.499594
Standard
5,674
47,249
5
Jasond
55
72,316,145
Entrepreneur
30,689.89
2,612.490833
2
5
4
1
Not Specified
5
6
1.99
4
Good
632.46
41.154317
211
No
16.415452
29.393311
Low_spent_Large_value_payments
359.374916
Standard
5,675
47,249
6
Jasond
55
72,316,145
Entrepreneur
30,689.89
2,612.490833
2
5
4
1
Not Specified
5
6
1.99
4
Good
632.46
27.445422
212
No
16.415452
29.393311
High_spent_Small_value_payments
419.880784
Standard
5,676
47,249
7
Jasond
55
72,316,145
Entrepreneur
30,689.89
2,612.490833
2
5
4
1
Not Specified
5
6
1.99
4
Good
632.46
26.056395
213
No
16.415452
29.393311
Low_spent_Large_value_payments
443.549957
Standard
5,677
47,249
8
Jasond
55
72,316,145
Entrepreneur
30,689.89
2,612.490833
2
5
4
1
Not Specified
4
9
1.99
4
Good
632.46
27.332515
214
No
16.415452
29.393311
High_spent_Small_value_payments
379.216381
Standard
5,682
7,387
1
Deepaa
21
615,067,821
Developer
35,547.71
2,853.309167
7
5
5
0
No Data
5
15
2.58
4
Standard
943.86
39.797764
368
Yes
0
37.643638
High_spent_Medium_value_payments
288.605522
Standard
5,683
7,387
2
Deepaa
21
615,067,821
Developer
35,547.71
2,853.309167
7
5
5
0
No Data
9
15
2.58
4
Standard
943.86
27.02036
369
NM
0
37.643638
High_spent_Medium_value_payments
460.887276
Standard
5,684
7,387
3
Deepaa
21
615,067,821
Developer
35,547.71
2,853.309167
7
5
5
0
No Data
5
12
2.58
4
Standard
943.86
23.462303
370
Yes
0
37.643638
Low_spent_Medium_value_payments
392.192266
Standard
5,685
7,387
4
Deepaa
21
615,067,821
Developer
35,547.71
2,853.309167
7
5
5
0
No Data
1
15
2.58
4
Standard
943.86
28.924954
371
Yes
0
37.643638
High_spent_Medium_value_payments
438.545432
Standard
5,686
7,387
5
Deepaa
21
615,067,821
Developer
35,547.71
2,853.309167
7
5
5
0
No Data
9
17
2.58
4
Standard
943.86
41.776187
372
Yes
0
37.643638
High_spent_Small_value_payments
482.607638
Standard
5,687
7,387
6
Deepaa
21
615,067,821
Developer
35,547.71
2,853.309167
7
5
5
0
No Data
5
15
2.58
4
Standard
943.86
29.217556
373
Yes
0
37.643638
High_spent_Medium_value_payments
497.687279
Standard
5,688
7,387
7
Deepaa
21
615,067,821
Developer
35,547.71
2,853.309167
7
5
5
0
No Data
10
15
2.58
4
Standard
943.86
26.263823
374
Yes
0
37.643638
Low_spent_Small_value_payments
394.318934
Standard
5,689
7,387
8
Deepaa
21
615,067,821
Developer
35,547.71
2,853.309167
7
5
5
0
No Data
1
15
2.58
4
Standard
943.86
25.862922
375
Yes
0
37.643638
High_spent_Small_value_payments
364.000016
Standard
5,694
38,382
1
Np
31
612,708,987
Lawyer
73,928.46
5,988.705
4
5
8
0
No Data
12
10
10.14
2
Good
548.2
39.962685
384
No
0
42.63559
High_spent_Large_value_payments
740.19609
Good
5,695
38,382
2
Np
31
612,708,987
Lawyer
73,928.46
5,988.705
4
5
8
0
No Data
8
7
10.14
2
Good
548.2
42.769864
384
NM
0
42.63559
Low_spent_Medium_value_payments
705.931286
Good
5,696
38,382
3
Np
31
612,708,987
Lawyer
73,928.46
5,988.705
4
5
8
0
No Data
8
7
10.14
2
Good
548.2
40.712187
385
No
0
42.63559
High_spent_Medium_value_payments
698.810766
Good
5,697
38,382
4
Np
31
612,708,987
Lawyer
73,928.46
5,988.705
4
5
8
0
No Data
8
7
10.14
2
Good
548.2
30.201658
386
No
0
42.63559
Low_spent_Small_value_payments
270.668109
Good
5,698
38,382
5
Np
31
612,708,987
Lawyer
73,928.46
5,988.705
4
5
8
0
No Data
11
7
10.14
2
Good
548.2
26.33331
387
No
0
42.63559
Low_spent_Large_value_payments
690.918664
Good
5,699
38,382
6
Np
31
612,708,987
Lawyer
73,928.46
5,988.705
4
5
8
0
No Data
7
7
10.14
2
Good
548.2
35.275437
388
No
0
42.63559
Low_spent_Large_value_payments
633.080175
Good
5,700
38,382
7
Np
31
612,708,987
Lawyer
73,928.46
5,988.705
4
5
8
0
No Data
8
4
9.14
2
Good
548.2
36.624791
389
No
0
42.63559
High_spent_Small_value_payments
510.361101
Standard
5,701
38,382
8
Np
31
612,708,987
Lawyer
73,928.46
5,988.705
4
5
8
0
No Data
8
7
10.14
2
Good
548.2
31.58099
390
No
0
42.63559
High_spent_Large_value_payments
796.23491
Good
5,706
10,314
1
Nadiaq
33
411,510,676
Lawyer
131,313.4
11,242.78333
0
1
8
2
Credit-Builder Loan, and Mortgage Loan
0
3
9.34
2
Good
352.16
32.200509
367
NM
137.644605
86.566388
High_spent_Medium_value_payments
858.462474
Good
5,707
10,314
2
Nadiaq
34
411,510,676
Lawyer
131,313.4
11,242.78333
0
1
8
2
Credit-Builder Loan, and Mortgage Loan
0
2
15.34
4
Good
352.16
31.98371
368
No
137.644605
86.566388
High_spent_Small_value_payments
547.760457
Good
5,708
10,314
3
Nadiaq
34
411,510,676
Lawyer
131,313.4
10,469.20776
0
1
8
2
Credit-Builder Loan, and Mortgage Loan
0
3
9.34
4
Good
352.16
31.803135
369
NM
911.220179
86.566388
High_spent_Large_value_payments
1,038.569407
Good
5,709
10,314
4
Nadiaq
34
411,510,676
Lawyer
131,313.4
10,469.20776
0
1
8
2
Credit-Builder Loan, and Mortgage Loan
0
2
8.34
4
Good
352.16
42.645785
370
No
911.220179
86.566388
High_spent_Medium_value_payments
899.198772
Good
5,710
10,314
5
Nadiaq
34
411,510,676
Lawyer
131,313.4
10,469.20776
0
1
8
2
Credit-Builder Loan, and Mortgage Loan
0
4
9.34
4
Good
352.16
40.902517
371
No
911.220179
86.566388
High_spent_Large_value_payments
963.254819
Good
5,711
10,314
6
Nadiaq
34
411,510,676
Lawyer
131,313.4
10,469.20776
0
1
8
2
Credit-Builder Loan, and Mortgage Loan
0
3
11.34
4
Good
352.16
41.98017
372
No
911.220179
86.566388
High_spent_Large_value_payments
1,140.06734
Standard
5,712
10,314
7
Nadiaq
34
411,510,676
Lawyer
131,313.4
10,469.20776
0
1
8
2
Credit-Builder Loan, and Mortgage Loan
0
2
9.34
4
Good
352.16
26.947565
373
No
911.220179
86.566388
High_spent_Medium_value_payments
326.24183
Good
5,713
10,314
8
Nadiaq
34
411,510,676
Lawyer
131,313.4
10,469.20776
0
1
8
2
Credit-Builder Loan, and Mortgage Loan
0
2
9.34
4
Good
352.16
29.187913
374
No
911.220179
86.566388
Low_spent_Medium_value_payments
396.111346
Good
5,718
21,511
1
Annk
30
500,926,408
Media_Manager
34,081.38
2,611.115
8
7
15
3
Not Specified, Auto Loan, and Student Loan
30
11
17.13
5
Standard
1,704.18
24.448063
176
NM
70.478333
29.326364
Low_spent_Large_value_payments
298.192158
Poor
5,719
21,511
2
Annk
30
500,926,408
Media_Manager
34,081.38
2,611.115
8
7
15
3
Not Specified, Auto Loan, and Student Loan
30
14
17.13
5
Standard
1,704.18
35.17116
176
Yes
70.478333
29.326364
High_spent_Large_value_payments
392.196185
Poor
5,720
21,511
3
Annk
30
500,926,408
Media_Manager
34,081.38
2,611.115
8
7
15
3
Not Specified, Auto Loan, and Student Loan
31
14
17.13
5
Standard
1,704.18
35.111552
177
Yes
70.478333
29.326364
Low_spent_Large_value_payments
260.912402
Poor
5,721
21,511
4
Annk
30
500,926,408
Media_Manager
34,081.38
2,611.115
8
7
15
3
Not Specified, Auto Loan, and Student Loan
34
14
21.13
5
Standard
1,704.18
29.762159
178
Yes
70.478333
29.326364
Low_spent_Small_value_payments
260.080975
Poor
5,722
21,511
5
Annk
30
500,926,408
Media_Manager
34,081.38
2,611.115
8
7
15
3
Not Specified, Auto Loan, and Student Loan
27
14
17.13
5
Standard
1,704.18
30.206214
179
Yes
70.478333
29.326364
High_spent_Large_value_payments
397.228355
Standard
5,723
21,511
6
Annk
30
500,926,408
Media_Manager
34,081.38
2,611.115
8
7
15
3
Not Specified, Auto Loan, and Student Loan
30
14
18.13
5
Standard
1,704.18
31.170872
180
Yes
70.478333
29.326364
High_spent_Medium_value_payments
410.674366
Standard
5,724
21,511
7
Annk
30
500,926,408
Media_Manager
34,081.38
2,611.115
8
7
15
3
Not Specified, Auto Loan, and Student Loan
30
11
17.13
5
Standard
1,704.18
38.438505
181
NM
70.478333
29.326364
High_spent_Small_value_payments
395.173387
Standard
5,725
21,511
8
Annk
30
500,926,408
Media_Manager
34,081.38
2,611.115
8
7
15
3
Not Specified, Auto Loan, and Student Loan
30
14
17.13
9
Standard
1,704.18
33.823488
182
Yes
70.478333
29.326364
High_spent_Medium_value_payments
411.306804
Poor
5,730
16,727
1
Charlie Zhur
23
70,191,622
Doctor
114,838.41
9,843.8675
2
5
7
3
Personal Loan, Debt Consolidation Loan, and Auto Loan
13
11
8.24
3
Good
1,377.74
33.664554
256
No
226.892792
212.235602
High_spent_Small_value_payments
802.300442
Good
5,731
16,727
2
Charlie Zhur
23
70,191,622
Doctor
114,838.41
9,843.8675
2
5
7
3
Personal Loan, Debt Consolidation Loan, and Auto Loan
14
8
8.24
3
Good
1,377.74
27.626325
257
NM
226.892792
212.235602
High_spent_Large_value_payments
785.258356
Good
5,732
16,727
3
Charlie Zhur
23
70,191,622
Doctor
114,838.41
9,843.8675
2
5
7
3
Personal Loan, Debt Consolidation Loan, and Auto Loan
11
11
8.24
3
Good
1,377.74
35.141567
258
NM
226.892792
212.235602
High_spent_Small_value_payments
547.108162
Good
5,733
16,727
4
Charlie Zhur
23
70,191,622
Doctor
114,838.41
9,843.8675
2
5
7
3
Personal Loan, Debt Consolidation Loan, and Auto Loan
11
14
8.24
8
Good
1,377.74
30.459032
259
No
226.892792
212.235602
High_spent_Small_value_payments
772.411909
Good
5,734
16,727
5
Charlie Zhur
23
70,191,622
Doctor
114,838.41
9,843.8675
2
5
7
3
Personal Loan, Debt Consolidation Loan, and Auto Loan
11
11
11.24
8
Good
1,377.74
29.819187
260
No
226.892792
212.235602
High_spent_Small_value_payments
367.684594
Standard
5,735
16,727
6
Charlie Zhur
24
70,191,622
Doctor
114,838.41
9,843.8675
2
5
7
3
Personal Loan, Debt Consolidation Loan, and Auto Loan
13
14
8.24
8
Good
1,377.74
26.114214
261
NM
226.892792
212.235602
High_spent_Small_value_payments
491.113388
Good
5,736
16,727
7
Charlie Zhur
24
70,191,622
Doctor
114,838.41
9,843.8675
2
5
7
3
Personal Loan, Debt Consolidation Loan, and Auto Loan
11
11
8.24
8
Good
1,377.74
31.767516
262
No
226.892792
212.235602
High_spent_Medium_value_payments
792.02566
Good
5,737
16,727
8
Charlie Zhur
24
70,191,622
Doctor
114,838.41
9,843.8675
2
5
7
3
Personal Loan, Debt Consolidation Loan, and Auto Loan
11
11
8.24
8
Good
1,377.74
27.813354
263
No
226.892792
212.235602
High_spent_Large_value_payments
742.922191
Standard
5,742
47,624
1
Jamesj
44
366,681,681
Journalist
31,370.8
2,825.233333
0
5
12
2
Not Specified, and Payday Loan
4
0
5.76
2
Good
421.43
29.519353
318
NM
46.616129
22.298057
High_spent_Small_value_payments
341.554423
Good
5,743
47,624
2
Jamesj
44
366,681,681
Journalist
31,370.8
2,825.233333
1
6
12
2
Not Specified, and Payday Loan
2
0
5.76
2
Good
421.43
28.220481
318
No
46.616129
22.298057
Low_spent_Small_value_payments
227.162735
Good
5,744
47,624
3
Jamesj
44
366,681,681
Journalist
31,370.8
2,825.233333
1
6
12
2
Not Specified, and Payday Loan
1
0
1.76
5
Good
421.43
31.046418
319
No
46.616129
22.298057
Low_spent_Medium_value_payments
375.086508
Good
5,745
47,624
4
Jamesj
44
366,681,681
Journalist
31,370.8
2,825.233333
1
6
12
2
Not Specified, and Payday Loan
1
0
5.76
5
Good
421.43
30.16803
320
No
46.616129
22.298057
Low_spent_Small_value_payments
292.301678
Good
5,746
47,624
5
Jamesj
44
366,681,681
Journalist
31,370.8
2,825.233333
1
6
12
2
Not Specified, and Payday Loan
1
0
5.76
5
Good
421.43
25.189232
321
No
46.616129
22.298057
Low_spent_Small_value_payments
341.206633
Good
5,747
47,624
6
Jamesj
44
366,681,681
Journalist
31,370.8
2,825.233333
1
6
12
2
Not Specified, and Payday Loan
1
0
5.76
5
Good
421.43
25.502469
322
No
46.616129
22.298057
Low_spent_Medium_value_payments
378.189779
Good
5,748
47,624
7
Jamesj
45
366,681,681
Journalist
31,370.8
2,825.233333
1
6
12
2
Not Specified, and Payday Loan
1
2
5.76
5
Good
421.43
22.762202
323
No
46.616129
22.298057
Low_spent_Small_value_payments
337.512304
Good
5,749
47,624
8
Jamesj
45
366,681,681
Journalist
31,370.8
2,825.233333
1
6
12
2
Not Specified, and Payday Loan
1
2
5.76
5
Good
421.43
37.565053
324
No
46.616129
22.298057
Low_spent_Small_value_payments
273.262377
Good
5,754
42,603
1
Saphirj
40
221,308,554
Teacher
33,751.27
2,948.605833
5
5
20
3
Credit-Builder Loan, Personal Loan, and Auto Loan
16
20
11
4
Standard
1,328.93
37.089076
230
NM
65.008174
25.192562
High_spent_Medium_value_payments
362.545712
Standard
5,755
42,603
2
Saphirj
40
221,308,554
Teacher
33,751.27
2,948.605833
5
5
20
3
Credit-Builder Loan, Personal Loan, and Auto Loan
16
20
11
4
Standard
1,328.93
30.908081
231
Yes
65.008174
25.192562
High_spent_Large_value_payments
399.721331
Standard
5,756
42,603
3
Saphirj
40
221,308,554
Teacher
33,751.27
2,948.605833
5
5
20
3
Credit-Builder Loan, Personal Loan, and Auto Loan
16
20
11
8
Standard
1,328.93
38.030722
232
Yes
65.008174
25.192562
Low_spent_Large_value_payments
229.669827
Standard
5,757
42,603
4
Saphirj
40
221,308,554
Teacher
33,751.27
2,948.605833
5
5
20
3
Credit-Builder Loan, Personal Loan, and Auto Loan
17
22
11
8
Standard
1,328.93
23.404413
233
Yes
65.008174
25.192562
High_spent_Large_value_payments
444.659847
Standard
5,758
42,603
5
Saphirj
40
221,308,554
Teacher
33,751.27
2,948.605833
5
5
20
3
Credit-Builder Loan, Personal Loan, and Auto Loan
16
20
8
8
Standard
1,328.93
29.073758
234
Yes
65.008174
25.192562
Low_spent_Small_value_payments
276.522724
Standard
5,759
42,603
6
Saphirj
40
221,308,554
Teacher
33,751.27
2,948.605833
5
5
20
3
Credit-Builder Loan, Personal Loan, and Auto Loan
16
20
11
8
Standard
1,328.93
32.782637
235
Yes
65.008174
25.192562
High_spent_Medium_value_payments
406.992327
Standard
5,760
42,603
7
Saphirj
40
221,308,554
Teacher
33,751.27
2,948.605833
5
5
20
3
Credit-Builder Loan, Personal Loan, and Auto Loan
16
20
11
8
Standard
1,328.93
35.584005
236
Yes
65.008174
25.192562
Low_spent_Small_value_payments
444.42524
Standard
5,761
42,603
8
Saphirj
41
221,308,554
Teacher
33,751.27
2,948.605833
5
5
20
3
Credit-Builder Loan, Personal Loan, and Auto Loan
16
17
11
8
Standard
1,328.93
31.139484
237
Yes
65.008174
25.192562
High_spent_Large_value_payments
443.882797
Standard
5,766
49,323
1
Soyoungd
32
342,902,649
Engineer
88,640.24
7,266.686667
3
6
1
2
Payday Loan, and Payday Loan
4
0
3.51
3
Good
950.36
28.210617
305
No
135.173371
77.841343
High_spent_Large_value_payments
732.563532
Standard
5,767
49,323
2
Soyoungd
33
342,902,649
Engineer
88,640.24
7,266.686667
3
6
1
2
Payday Loan, and Payday Loan
4
2
3.51
3
Good
950.36
41.036168
306
NM
135.173371
77.841343
High_spent_Large_value_payments
674.320507
Good
5,768
49,323
3
Soyoungd
33
342,902,649
Engineer
88,640.24
7,266.686667
3
6
1
2
Payday Loan, and Payday Loan
4
0
3.51
3
Good
950.36
34.670194
307
No
135.173371
77.841343
High_spent_Medium_value_payments
543.306384
Standard
5,769
49,323
4
Soyoungd
33
342,902,649
Engineer
88,640.24
7,266.686667
3
6
1
2
Payday Loan, and Payday Loan
4
2
3.51
3
Good
950.36
31.828536
308
No
135.173371
77.841343
Low_spent_Small_value_payments
86.63612
Standard
5,770
49,323
5
Soyoungd
33
342,902,649
Engineer
88,640.24
7,266.686667
3
6
1
2
Payday Loan, and Payday Loan
4
2
3.51
3
Good
950.36
34.702837
309
No
135.173371
77.841343
High_spent_Medium_value_payments
561.876674
Good
5,771
49,323
6
Soyoungd
33
342,902,649
Engineer
88,640.24
7,266.686667
3
6
1
2
Payday Loan, and Payday Loan
4
0
3.51
3
Good
950.36
38.323639
310
No
135.173371
77.841343
Low_spent_Small_value_payments
195.369079
Good
5,772
49,323
7
Soyoungd
33
342,902,649
Engineer
88,640.24
7,266.686667
3
6
1
2
Payday Loan, and Payday Loan
4
2
3.51
3
Good
950.36
25.979173
311
No
135.173371
77.841343
High_spent_Large_value_payments
667.420474
Good
5,773
49,323
8
Soyoungd
33
342,902,649
Engineer
88,640.24
7,266.686667
3
6
1
2
Payday Loan, and Payday Loan
4
2
3.51
3
Good
950.36
30.870799
312
No
135.173371
77.841343
High_spent_Large_value_payments
733.053344
Good
5,778
15,941
1
Harriet McLeodd
35
414,532,918
Entrepreneur
54,392.16
4,766.68
6
4
14
3
Not Specified, Student Loan, and Personal Loan
10
8
5.54
3
Standard
179.22
25.649246
322
Yes
124.392082
33.349569
Low_spent_Large_value_payments
378.54048
Standard
5,779
15,941
2
Harriet McLeodd
35
414,532,918
Entrepreneur
54,392.16
4,766.68
6
4
14
3
Not Specified, Student Loan, and Personal Loan
10
10
4.54
3
Standard
179.22
29.408775
323
Yes
124.392082
33.349569
High_spent_Medium_value_payments
459.524054
Standard
5,780
15,941
3
Harriet McLeodd
35
414,532,918
Entrepreneur
54,392.16
4,766.68
6
4
14
3
Not Specified, Student Loan, and Personal Loan
15
11
5.54
3
Standard
179.22
31.258928
324
NM
124.392082
33.349569
High_spent_Large_value_payments
558.926349
Standard
5,781
15,941
4
Harriet McLeodd
35
414,532,918
Entrepreneur
54,392.16
4,766.68
6
4
14
3
Not Specified, Student Loan, and Personal Loan
10
7
0.54
3
Standard
179.22
27.192587
325
Yes
124.392082
33.349569
Low_spent_Small_value_payments
147.43369
Standard
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