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
155,482
18,822
5
Charles Abbotta
33
971,618,388
Entrepreneur
41,329.56
3,421.13
2
3
7
1
Not Specified
1
10
6.66
2
Good
1,245.01
35.367709
283
No
20.553577
60.262517
Low_spent_Medium_value_payments
474.983294
Good
155,483
18,822
6
Charles Abbotta
34
971,618,388
Entrepreneur
41,329.56
3,421.13
2
3
7
1
Not Specified
2
10
10.66
2
Good
1,245.01
32.846273
284
No
20.553577
60.262517
Low_spent_Large_value_payments
318.766919
Good
155,484
18,822
7
Charles Abbotta
34
971,618,388
Entrepreneur
41,329.56
3,421.13
2
3
7
1
Not Specified
2
8
12.66
2
Good
1,245.01
39.01155
285
No
20.553577
60.262517
Low_spent_Small_value_payments
149.44179
Good
155,485
18,822
8
Charles Abbotta
34
971,618,388
Entrepreneur
41,329.56
3,421.13
2
3
7
1
Not Specified
2
10
6.66
2
Good
1,245.01
39.86603
286
No
20.553577
60.262517
High_spent_Medium_value_payments
479.432186
Good
155,490
41,043
1
t Astridn
39
94,815,856
Writer
87,695.34
7,337.945
2
7
7
0
No Data
5
7
6.52
1
Good
361.68
43.307916
229
No
0
98.88401
High_spent_Large_value_payments
874.91049
Standard
155,491
41,043
2
t Astridn
39
94,815,856
Writer
87,695.34
7,337.945
2
7
7
0
No Data
6
9
6.52
1
Good
361.68
36.562968
230
No
0
98.88401
High_spent_Large_value_payments
808.33202
Standard
155,492
41,043
3
t Astridn
39
94,815,856
Writer
87,695.34
7,337.945
2
7
7
0
No Data
5
10
10.52
6
Good
361.68
36.982569
231
No
0
98.88401
High_spent_Large_value_payments
823.285676
Standard
155,493
41,043
4
t Astridn
39
94,815,856
Writer
87,695.34
7,337.945
2
7
7
0
No Data
5
10
6.52
6
Good
361.68
26.745973
232
No
0
98.88401
High_spent_Large_value_payments
819.565072
Standard
155,494
41,043
5
t Astridn
39
94,815,856
Writer
87,695.34
7,337.945
2
7
7
0
No Data
5
10
6.52
6
Good
361.68
28.147193
233
No
0
98.88401
High_spent_Large_value_payments
804.995716
Standard
155,495
41,043
6
t Astridn
39
94,815,856
Writer
87,695.34
7,337.945
2
7
7
0
No Data
5
10
6.52
6
Good
361.68
34.561012
234
No
0
98.88401
High_spent_Medium_value_payments
864.465501
Standard
155,496
41,043
7
t Astridn
39
94,815,856
Writer
87,695.34
7,337.945
2
7
7
0
No Data
5
10
6.52
6
Good
361.68
42.042234
235
No
0
98.88401
High_spent_Small_value_payments
833.092534
Standard
155,497
41,043
8
t Astridn
39
94,815,856
Writer
87,695.34
7,337.945
2
7
7
0
No Data
5
10
6.52
6
Good
361.68
40.022806
236
No
0
98.88401
High_spent_Large_value_payments
830.792705
Standard
155,502
5,657
1
Phil Wahbao
54
683,597,399
Media_Manager
20,059.98
1,523.665
8
5
12
4
Home Equity Loan, Payday Loan, Not Specified, and Personal Loan
25
11
2.97
3
Good
909.01
30.568185
195
No
45.076827
49.712994
Low_spent_Medium_value_payments
236.075587
Poor
155,503
5,657
2
Phil Wahbao
54
683,597,399
Media_Manager
20,059.98
1,523.665
8
5
12
4
Home Equity Loan, Payday Loan, Not Specified, and Personal Loan
25
11
2.97
3
Good
909.01
25.982154
196
No
45.076827
49.712994
High_spent_Small_value_payments
292.576093
Poor
155,504
5,657
3
Phil Wahbao
54
683,597,399
Media_Manager
20,059.98
1,523.665
8
5
12
4
Home Equity Loan, Payday Loan, Not Specified, and Personal Loan
25
9
2.97
3
Good
909.01
29.204711
197
No
45.076827
49.712994
Low_spent_Large_value_payments
265.722534
Poor
155,505
5,657
4
Phil Wahbao
54
683,597,399
Media_Manager
20,059.98
1,523.665
8
5
12
4
Home Equity Loan, Payday Loan, Not Specified, and Personal Loan
25
11
2.97
3
Good
909.01
27.341526
198
No
45.076827
49.712994
Low_spent_Small_value_payments
313.595366
Poor
155,506
5,657
5
Phil Wahbao
54
683,597,399
Media_Manager
20,059.98
1,523.665
8
5
12
4
Home Equity Loan, Payday Loan, Not Specified, and Personal Loan
25
11
2.97
3
Good
909.01
29.808796
199
NM
45.076827
49.712994
Low_spent_Medium_value_payments
337.57668
Poor
155,507
5,657
6
Phil Wahbao
54
683,597,399
Media_Manager
20,059.98
1,523.665
8
5
12
4
Home Equity Loan, Payday Loan, Not Specified, and Personal Loan
23
11
2.97
8
Good
909.01
34.41307
200
No
45.076827
49.712994
Low_spent_Small_value_payments
279.173308
Poor
155,508
5,657
7
Phil Wahbao
54
683,597,399
Media_Manager
20,059.98
1,523.665
8
5
12
4
Home Equity Loan, Payday Loan, Not Specified, and Personal Loan
25
8
2.97
8
Good
909.01
37.619516
201
No
45.076827
49.712994
Low_spent_Small_value_payments
325.123443
Poor
155,509
5,657
8
Phil Wahbao
54
683,597,399
Media_Manager
20,059.98
1,523.665
8
5
12
4
Home Equity Loan, Payday Loan, Not Specified, and Personal Loan
25
11
2.97
8
Good
909.01
32.473773
202
No
45.076827
49.712994
Low_spent_Small_value_payments
267.184985
Poor
155,514
9,812
1
enj
37
647,678,889
Media_Manager
139,664.96
11,777.74667
3
6
12
4
Credit-Builder Loan, Credit-Builder Loan, Student Loan, and Credit-Builder Loan
14
12
18.39
8
Standard
365.66
31.043048
355
Yes
423.731016
124.13475
High_spent_Large_value_payments
711.261305
Standard
155,515
9,812
2
enj
38
647,678,889
Media_Manager
139,664.96
11,777.74667
3
6
12
4
Credit-Builder Loan, Credit-Builder Loan, Student Loan, and Credit-Builder Loan
14
12
12.39
8
Standard
365.66
40.171095
356
Yes
423.731016
124.13475
High_spent_Medium_value_payments
582.724785
Standard
155,516
9,812
3
enj
38
647,678,889
Media_Manager
139,664.96
11,777.74667
3
6
12
4
Credit-Builder Loan, Credit-Builder Loan, Student Loan, and Credit-Builder Loan
14
12
12.39
8
Standard
365.66
35.828569
357
Yes
423.731016
124.13475
High_spent_Large_value_payments
869.908901
Standard
155,517
9,812
4
enj
38
647,678,889
Media_Manager
139,664.96
11,777.74667
3
6
12
4
Credit-Builder Loan, Credit-Builder Loan, Student Loan, and Credit-Builder Loan
14
9
12.39
8
Standard
365.66
36.412347
358
Yes
423.731016
124.13475
Low_spent_Medium_value_payments
319.573135
Standard
155,518
9,812
5
enj
38
647,678,889
Media_Manager
139,664.96
11,777.74667
3
6
12
4
Credit-Builder Loan, Credit-Builder Loan, Student Loan, and Credit-Builder Loan
14
12
15.39
8
Standard
365.66
26.441638
359
NM
423.731016
124.13475
High_spent_Medium_value_payments
689.63609
Standard
155,519
9,812
6
enj
38
647,678,889
Media_Manager
139,664.96
11,777.74667
3
6
12
4
Credit-Builder Loan, Credit-Builder Loan, Student Loan, and Credit-Builder Loan
14
12
17.39
8
Standard
365.66
27.714375
360
Yes
423.731016
124.13475
Low_spent_Large_value_payments
182.547539
Standard
155,520
9,812
7
enj
38
647,678,889
Media_Manager
139,664.96
11,777.74667
3
6
12
4
Credit-Builder Loan, Credit-Builder Loan, Student Loan, and Credit-Builder Loan
14
9
19.39
9
Standard
365.66
32.102414
361
Yes
423.731016
124.13475
High_spent_Small_value_payments
635.754174
Good
155,521
9,812
8
enj
38
647,678,889
Media_Manager
139,664.96
11,777.74667
3
6
12
4
Credit-Builder Loan, Credit-Builder Loan, Student Loan, and Credit-Builder Loan
14
12
12.39
9
Standard
365.66
29.735401
362
Yes
423.731016
124.13475
Low_spent_Large_value_payments
23.473492
Good
155,526
45,340
1
Yinka Adegokej
38
546,944,789
Manager
15,319.65
1,460.6375
6
7
15
4
Home Equity Loan, Auto Loan, Auto Loan, and Auto Loan
51
18
17.13
6
Bad
1,453.61
36.518222
129
Yes
28.182033
0
Low_spent_Small_value_payments
239.993281
Poor
155,527
45,340
2
Yinka Adegokej
38
546,944,789
Manager
15,319.65
1,460.6375
6
7
15
4
Home Equity Loan, Auto Loan, Auto Loan, and Auto Loan
54
16
17.13
6
Bad
1,453.61
39.705561
130
Yes
28.182033
0
Low_spent_Small_value_payments
245.219219
Poor
155,528
45,340
3
Yinka Adegokej
38
546,944,789
Manager
15,319.65
1,460.6375
6
7
15
4
Home Equity Loan, Auto Loan, Auto Loan, and Auto Loan
54
16
17.13
6
Bad
1,453.61
37.266724
131
Yes
28.182033
0
Low_spent_Medium_value_payments
306.315899
Poor
155,529
45,340
4
Yinka Adegokej
38
546,944,789
Manager
15,319.65
1,460.6375
6
7
15
4
Home Equity Loan, Auto Loan, Auto Loan, and Auto Loan
54
16
17.13
6
Bad
1,453.61
34.243058
132
Yes
28.182033
0
High_spent_Large_value_payments
348.088383
Standard
155,530
45,340
5
Yinka Adegokej
38
546,944,789
Manager
15,319.65
1,460.6375
6
7
15
4
Home Equity Loan, Auto Loan, Auto Loan, and Auto Loan
54
16
17.13
6
Bad
1,453.61
25.53999
133
Yes
28.182033
0
Low_spent_Small_value_payments
318.124412
Standard
155,531
45,340
6
Yinka Adegokej
38
546,944,789
Manager
15,319.65
1,460.6375
6
7
15
4
Home Equity Loan, Auto Loan, Auto Loan, and Auto Loan
54
16
17.13
6
Bad
1,453.61
24.846424
134
Yes
28.182033
0
High_spent_Small_value_payments
332.269998
Standard
155,532
45,340
7
Yinka Adegokej
38
546,944,789
Manager
15,319.65
1,460.6375
6
7
15
4
Home Equity Loan, Auto Loan, Auto Loan, and Auto Loan
54
15
20.13
6
Bad
1,453.61
38.987835
135
Yes
28.182033
0
Low_spent_Large_value_payments
317.639931
Poor
155,533
45,340
8
Yinka Adegokej
38
546,944,789
Manager
15,319.65
1,460.6375
6
7
15
4
Home Equity Loan, Auto Loan, Auto Loan, and Auto Loan
54
16
17.13
6
Bad
1,453.61
34.55751
136
Yes
28.182033
0
Low_spent_Small_value_payments
216.003938
Poor
155,538
44,367
1
Sabina Zawadzkig
47
226,450,652
Developer
22,620.79
1,722.065833
7
3
9
0
No Data
27
18
5.31
2
Standard
642.46
31.605703
351
No
0
16.532189
High_spent_Medium_value_payments
366.133908
Standard
155,539
44,367
2
Sabina Zawadzkig
48
226,450,652
Developer
22,620.79
1,722.065833
7
3
9
0
No Data
25
18
5.31
2
Standard
642.46
31.841872
352
No
0
16.532189
Low_spent_Large_value_payments
337.13029
Standard
155,540
44,367
3
Sabina Zawadzkig
47
226,450,652
Developer
22,620.79
1,722.065833
7
3
9
0
No Data
27
18
5.31
2
Standard
642.46
26.622486
353
No
0
16.532189
High_spent_Large_value_payments
383.098079
Standard
155,541
44,367
4
Sabina Zawadzkig
47
226,450,652
Developer
22,620.79
1,722.065833
7
3
9
0
No Data
27
19
5.31
2
Standard
642.46
26.730863
354
NM
0
16.532189
Low_spent_Small_value_payments
256.450509
Poor
155,542
44,367
5
Sabina Zawadzkig
47
226,450,652
Developer
22,620.79
1,722.065833
7
3
9
0
No Data
30
18
4.31
2
Standard
642.46
37.450793
355
No
0
16.532189
Low_spent_Large_value_payments
300.31084
Standard
155,543
44,367
6
Sabina Zawadzkig
47
226,450,652
Developer
22,620.79
1,722.065833
7
3
9
0
No Data
27
18
5.31
2
Standard
642.46
27.699504
356
No
0
16.532189
Low_spent_Small_value_payments
254.733128
Poor
155,544
44,367
7
Sabina Zawadzkig
48
226,450,652
Developer
22,620.79
1,722.065833
6
2
9
0
No Data
27
17
1.31
2
Standard
642.46
24.714779
357
No
0
16.532189
High_spent_Large_value_payments
395.674395
Poor
155,545
44,367
8
Sabina Zawadzkig
48
226,450,652
Developer
22,620.79
1,722.065833
6
2
9
0
No Data
27
15
5.31
2
Standard
642.46
34.026427
358
No
0
16.532189
Low_spent_Small_value_payments
256.989303
Poor
155,550
20,915
1
Ryana
33
837,859,800
Media_Manager
59,146.36
4,908.863333
2
5
6
1
Personal Loan
8
6
6.68
2
Good
418.03
34.720661
242
No
26.778419
77.794586
Low_spent_Small_value_payments
147.671372
Standard
155,551
20,915
2
Ryana
33
837,859,800
Media_Manager
59,146.36
4,908.863333
2
5
6
1
Personal Loan
8
6
6.68
2
Good
418.03
28.287481
242
No
26.778419
77.794586
High_spent_Large_value_payments
626.313328
Standard
155,552
20,915
3
Ryana
33
837,859,800
Media_Manager
59,146.36
4,908.863333
2
5
6
1
Personal Loan
8
7
6.68
2
Good
418.03
35.750925
243
No
26.778419
77.794586
High_spent_Medium_value_payments
525.563217
Standard
155,553
20,915
4
Ryana
33
837,859,800
Media_Manager
59,146.36
4,908.863333
2
5
6
1
Personal Loan
8
6
6.68
5
Good
418.03
28.091458
244
No
26.778419
77.794586
Low_spent_Small_value_payments
530.523765
Standard
155,554
20,915
5
Ryana
33
837,859,800
Media_Manager
59,146.36
4,908.863333
2
5
6
1
Personal Loan
8
6
6.68
5
Good
418.03
36.813875
245
No
26.778419
77.794586
Low_spent_Small_value_payments
290.273658
Standard
155,555
20,915
6
Ryana
33
837,859,800
Media_Manager
59,146.36
4,908.863333
3
6
6
1
Personal Loan
6
6
6.68
5
Good
418.03
24.975531
246
NM
26.778419
77.794586
High_spent_Medium_value_payments
622.78625
Standard
155,556
20,915
7
Ryana
33
837,859,800
Media_Manager
59,146.36
4,908.863333
3
6
6
1
Personal Loan
8
6
6.68
5
Good
418.03
38.199635
247
No
26.778419
77.794586
Low_spent_Small_value_payments
251.731594
Standard
155,557
20,915
8
Ryana
33
837,859,800
Media_Manager
59,146.36
4,908.863333
3
6
6
1
Personal Loan
8
6
6.68
5
Good
418.03
27.682186
248
No
26.778419
77.794586
Low_spent_Large_value_payments
389.488483
Standard
155,562
8,324
1
Ryanl
20
253,727,758
Architect
38,321.39
3,354.449167
4
4
3
4
Student Loan, Debt Consolidation Loan, Student Loan, and Mortgage Loan
11
4
1.59
3
Good
678.57
35.123923
203
No
114.271146
26.70168
High_spent_Small_value_payments
349.184777
Poor
155,563
8,324
2
Ryanl
21
253,727,758
Architect
38,321.39
3,354.449167
4
4
3
4
Student Loan, Debt Consolidation Loan, Student Loan, and Mortgage Loan
11
7
1.59
3
Good
678.57
25.251095
204
No
114.271146
26.70168
High_spent_Large_value_payments
381.935842
Poor
155,564
8,324
3
Ryanl
21
253,727,758
Architect
38,321.39
3,354.449167
4
4
3
4
Student Loan, Debt Consolidation Loan, Student Loan, and Mortgage Loan
11
10
1.59
3
Good
678.57
27.013535
205
No
114.271146
26.70168
High_spent_Medium_value_payments
381.405249
Poor
155,565
8,324
4
Ryanl
21
253,727,758
Architect
38,321.39
3,106.647859
4
4
3
4
Student Loan, Debt Consolidation Loan, Student Loan, and Mortgage Loan
11
7
1.59
3
Good
678.57
35.455305
206
No
362.072453
26.70168
Low_spent_Large_value_payments
197.460577
Standard
155,566
8,324
5
Ryanl
21
253,727,758
Architect
38,321.39
3,106.647859
4
4
3
4
Student Loan, Debt Consolidation Loan, Student Loan, and Mortgage Loan
11
7
1.59
3
Good
678.57
39.802619
207
No
362.072453
26.70168
Low_spent_Small_value_payments
106.375283
Standard
155,567
8,324
6
Ryanl
21
253,727,758
Architect
38,321.39
3,106.647859
4
4
3
4
Student Loan, Debt Consolidation Loan, Student Loan, and Mortgage Loan
11
7
1.59
3
Good
678.57
37.367063
208
No
362.072453
26.70168
High_spent_Large_value_payments
434.472091
Standard
155,568
8,324
7
Ryanl
21
253,727,758
Architect
38,321.39
3,106.647859
4
4
3
4
Student Loan, Debt Consolidation Loan, Student Loan, and Mortgage Loan
11
10
1.59
3
Good
678.57
28.360351
209
No
362.072453
26.70168
Low_spent_Large_value_payments
309.10612
Standard
155,569
8,324
8
Ryanl
21
253,727,758
Architect
38,321.39
3,106.647859
4
4
3
4
Student Loan, Debt Consolidation Loan, Student Loan, and Mortgage Loan
6
7
1.59
6
Good
678.57
28.951691
210
No
362.072453
26.70168
Low_spent_Medium_value_payments
242.038136
Standard
155,574
14,124
1
Lucia Mutikanik
18
340,857,301
Lawyer
42,903.79
3,468.315833
0
4
6
1
Not Specified
14
0
4.1
1
Good
1,079.48
27.28944
337
No
34.975457
31.193919
High_spent_Small_value_payments
493.341182
Good
155,575
14,124
2
Lucia Mutikanik
18
340,857,301
Lawyer
42,903.79
3,468.315833
0
4
6
1
Not Specified
14
0
5.1
1
Good
1,079.48
33.494867
338
No
34.975457
31.193919
High_spent_Medium_value_payments
484.416627
Good
155,576
14,124
3
Lucia Mutikanik
18
340,857,301
Lawyer
42,903.79
3,468.315833
0
4
6
1
Not Specified
14
0
12.1
1
Good
1,079.48
31.738359
339
No
34.975457
31.193919
High_spent_Small_value_payments
457.005702
Good
155,577
14,124
4
Lucia Mutikanik
19
340,857,301
Lawyer
42,903.79
3,468.315833
0
4
6
1
Not Specified
14
0
5.1
1
Good
1,079.48
30.625298
340
No
34.975457
31.193919
High_spent_Large_value_payments
520.662207
Standard
155,578
14,124
5
Lucia Mutikanik
18
340,857,301
Lawyer
42,903.79
3,468.315833
0
4
6
1
Not Specified
14
0
5.1
1
Good
1,079.48
23.14064
341
No
34.975457
31.193919
Low_spent_Small_value_payments
151.210033
Good
155,579
14,124
6
Lucia Mutikanik
19
340,857,301
Lawyer
42,903.79
3,468.315833
0
4
6
1
Not Specified
14
0
5.1
1
Good
1,079.48
35.549456
342
No
34.975457
31.193919
Low_spent_Large_value_payments
394.500158
Good
155,580
14,124
7
Lucia Mutikanik
19
340,857,301
Lawyer
42,903.79
3,468.315833
0
4
6
1
Not Specified
14
0
5.1
1
Good
1,079.48
35.12348
343
No
34.975457
31.193919
Low_spent_Medium_value_payments
350.982329
Good
155,581
14,124
8
Lucia Mutikanik
19
340,857,301
Lawyer
42,903.79
3,468.315833
0
4
6
1
Not Specified
9
0
5.1
1
Good
1,079.48
35.716618
344
No
34.975457
31.193919
High_spent_Medium_value_payments
446.671142
Good
155,586
3,862
1
Maria Sheahanb
44
868,702,218
Media_Manager
16,680.35
1,528.029167
1
1
5
4
Payday Loan, Student Loan, Mortgage Loan, and Not Specified
4
0
5.69
4
Good
897.16
39.868572
254
NM
41.113561
40.893052
High_spent_Small_value_payments
318.737378
Good
155,587
3,862
2
Maria Sheahanb
45
868,702,218
Media_Manager
16,680.35
1,528.029167
1
1
5
4
Payday Loan, Student Loan, Mortgage Loan, and Not Specified
3
0
5.69
4
Good
897.16
34.085971
254
No
41.113561
40.893052
High_spent_Small_value_payments
267.043119
Good
155,588
3,862
3
Maria Sheahanb
45
868,702,218
Media_Manager
16,680.35
1,528.029167
1
1
5
4
Payday Loan, Student Loan, Mortgage Loan, and Not Specified
1
0
5.69
8
Good
897.16
30.472041
255
No
41.113561
40.893052
Low_spent_Medium_value_payments
316.184384
Good
155,589
3,862
4
Maria Sheahanb
45
868,702,218
Media_Manager
16,680.35
1,528.029167
1
1
5
4
Payday Loan, Student Loan, Mortgage Loan, and Not Specified
1
0
5.69
8
Good
897.16
36.132095
256
No
41.113561
40.893052
Low_spent_Small_value_payments
201.700775
Good
155,590
3,862
5
Maria Sheahanb
45
868,702,218
Media_Manager
16,680.35
1,528.029167
1
1
5
4
Payday Loan, Student Loan, Mortgage Loan, and Not Specified
1
0
5.69
8
Good
897.16
37.788217
257
No
41.113561
40.893052
Low_spent_Large_value_payments
317.139608
Standard
155,591
3,862
6
Maria Sheahanb
45
868,702,218
Media_Manager
16,680.35
1,528.029167
1
1
5
4
Payday Loan, Student Loan, Mortgage Loan, and Not Specified
1
0
0.69
8
Good
897.16
24.972853
258
No
41.113561
40.893052
Low_spent_Small_value_payments
233.301539
Good
155,592
3,862
7
Maria Sheahanb
45
868,702,218
Media_Manager
16,680.35
1,528.029167
1
1
5
4
Payday Loan, Student Loan, Mortgage Loan, and Not Specified
1
0
11.69
8
Good
897.16
36.166925
259
No
41.113561
40.893052
Low_spent_Small_value_payments
340.684834
Good
155,593
3,862
8
Maria Sheahanb
45
868,702,218
Media_Manager
16,680.35
1,528.029167
1
1
5
4
Payday Loan, Student Loan, Mortgage Loan, and Not Specified
1
0
5.69
8
Good
897.16
41.212367
260
No
41.113561
40.893052
Low_spent_Large_value_payments
310.883806
Good
155,598
44,897
1
Chris Wickhamm
49
133,167,738
Writer
37,188.1
3,097.008333
1
4
5
3
Home Equity Loan, Mortgage Loan, and Student Loan
7
12
5.38
3
Good
620.64
39.080823
357
No
84.205949
42.935566
Low_spent_Small_value_payments
291.619866
Good
155,599
44,897
2
Chris Wickhamm
49
133,167,738
Writer
37,188.1
3,097.008333
1
4
5
3
Home Equity Loan, Mortgage Loan, and Student Loan
7
12
5.38
3
Good
620.64
32.803431
358
No
84.205949
42.935566
High_spent_Large_value_payments
394.624914
Good
155,600
44,897
3
Chris Wickhamm
49
133,167,738
Writer
37,188.1
3,097.008333
1
4
5
3
Home Equity Loan, Mortgage Loan, and Student Loan
4
11
5.38
3
Good
620.64
24.54051
359
No
84.205949
42.935566
Low_spent_Medium_value_payments
379.538292
Good
155,601
44,897
4
Chris Wickhamm
49
133,167,738
Writer
37,188.1
3,097.008333
1
4
5
3
Home Equity Loan, Mortgage Loan, and Student Loan
3
12
5.38
3
Good
620.64
36.979007
360
NM
84.205949
42.935566
Low_spent_Small_value_payments
300.008498
Good
155,602
44,897
5
Chris Wickhamm
49
133,167,738
Writer
37,188.1
3,097.008333
1
4
5
3
Home Equity Loan, Mortgage Loan, and Student Loan
7
12
5.38
3
Good
620.64
27.495263
361
No
84.205949
42.935566
Low_spent_Small_value_payments
396.997157
Standard
155,603
44,897
6
Chris Wickhamm
50
133,167,738
Writer
37,188.1
3,097.008333
1
4
5
3
Home Equity Loan, Mortgage Loan, and Student Loan
5
12
5.38
3
Good
620.64
37.753013
362
NM
84.205949
42.935566
Low_spent_Small_value_payments
368.154976
Good
155,604
44,897
7
Chris Wickhamm
50
133,167,738
Writer
37,188.1
3,097.008333
1
4
5
3
Home Equity Loan, Mortgage Loan, and Student Loan
7
13
5.38
3
Good
620.64
38.85068
363
No
84.205949
42.935566
Low_spent_Small_value_payments
412.669312
Good
155,605
44,897
8
Chris Wickhamm
50
133,167,738
Writer
37,188.1
3,097.008333
1
4
5
3
Home Equity Loan, Mortgage Loan, and Student Loan
7
9
5.38
3
Good
620.64
39.30098
364
No
84.205949
42.935566
High_spent_Medium_value_payments
432.559318
Good
155,610
34,304
1
Sarah McBridec
28
31,350,942
Architect
20,002.88
1,929.906667
10
8
29
5
Personal Loan, Auto Loan, Mortgage Loan, Student Loan, and Student Loan
35
25
18.31
9
Bad
3,571.7
22.895966
68
Yes
60.964772
34.662906
High_spent_Large_value_payments
328.655224
Poor
155,611
34,304
2
Sarah McBridec
28
31,350,942
Architect
20,002.88
1,929.906667
10
8
29
5
Personal Loan, Auto Loan, Mortgage Loan, Student Loan, and Student Loan
33
25
23.31
9
Bad
3,571.7
39.772607
69
Yes
60.964772
34.662906
Low_spent_Small_value_payments
273.750662
Poor
155,612
34,304
3
Sarah McBridec
28
31,350,942
Architect
20,002.88
1,929.906667
10
8
29
5
Personal Loan, Auto Loan, Mortgage Loan, Student Loan, and Student Loan
33
25
18.31
9
Bad
3,571.7
24.713861
70
Yes
60.964772
34.662906
Low_spent_Small_value_payments
345.743101
Poor
155,613
34,304
4
Sarah McBridec
28
31,350,942
Architect
20,002.88
1,929.906667
10
8
29
5
Personal Loan, Auto Loan, Mortgage Loan, Student Loan, and Student Loan
33
25
18.31
9
Bad
3,571.7
30.614953
71
Yes
60.964772
34.662906
High_spent_Large_value_payments
328.301277
Standard
155,614
34,304
5
Sarah McBridec
28
31,350,942
Architect
20,002.88
1,929.906667
10
8
29
5
Personal Loan, Auto Loan, Mortgage Loan, Student Loan, and Student Loan
33
25
18.31
9
Bad
3,571.7
28.50825
72
Yes
60.964772
34.662906
Low_spent_Small_value_payments
208.047885
Standard
155,615
34,304
6
Sarah McBridec
28
31,350,942
Architect
20,002.88
1,929.906667
10
8
29
5
Personal Loan, Auto Loan, Mortgage Loan, Student Loan, and Student Loan
33
25
16.31
9
Bad
3,571.7
33.359987
73
Yes
60.964772
34.662906
Low_spent_Small_value_payments
307.659291
Standard
155,616
34,304
7
Sarah McBridec
28
31,350,942
Architect
20,002.88
1,929.906667
10
8
29
5
Personal Loan, Auto Loan, Mortgage Loan, Student Loan, and Student Loan
33
25
18.31
9
Bad
3,571.7
25.123535
74
Yes
60.964772
34.662906
Low_spent_Large_value_payments
228.750392
Standard
155,617
34,304
8
Sarah McBridec
29
31,350,942
Architect
20,002.88
1,929.906667
10
8
29
5
Personal Loan, Auto Loan, Mortgage Loan, Student Loan, and Student Loan
33
25
18.31
9
Bad
3,571.7
37.140784
75
Yes
60.964772
34.662906
High_spent_Large_value_payments
337.362988
Standard
155,622
37,932
1
Nicks
24
78,735,990
Mechanic
39,628.99
3,359.415833
4
6
7
2
Auto Loan, and Student Loan
23
6
9.5
3
Good
502.38
32.991333
375
No
35.104023
24.028477
Low_spent_Small_value_payments
189.64108
Poor
155,623
37,932
2
Nicks
25
78,735,990
Mechanic
39,628.99
3,359.415833
4
6
7
2
Auto Loan, and Student Loan
23
6
11.5
3
Good
502.38
29.135447
376
No
35.104023
24.028477
Low_spent_Medium_value_payments
400.104466
Standard
155,624
37,932
3
Nicks
25
78,735,990
Mechanic
39,628.99
3,359.415833
4
6
7
2
Auto Loan, and Student Loan
20
6
9.5
3
Good
502.38
39.323569
377
No
35.104023
24.028477
High_spent_Medium_value_payments
410.256158
Poor
155,625
37,932
4
Nicks
25
78,735,990
Mechanic
39,628.99
3,359.415833
4
6
7
2
Auto Loan, and Student Loan
23
7
11.5
3
Good
502.38
34.663572
378
No
35.104023
24.028477
High_spent_Large_value_payments
479.866228
Poor
155,626
37,932
5
Nicks
25
78,735,990
Mechanic
39,628.99
3,359.415833
4
6
7
2
Auto Loan, and Student Loan
18
7
11.5
3
Good
502.38
40.565631
379
No
35.104023
24.028477
High_spent_Medium_value_payments
496.65161
Poor
155,627
37,932
6
Nicks
25
78,735,990
Mechanic
39,628.99
3,359.415833
4
6
7
2
Auto Loan, and Student Loan
27
6
11.5
3
Good
502.38
41.255522
380
No
35.104023
24.028477
High_spent_Large_value_payments
516.809083
Poor
155,628
37,932
7
Nicks
25
78,735,990
Mechanic
39,628.99
3,359.415833
4
6
7
2
Auto Loan, and Student Loan
20
6
11.5
3
Good
502.38
33.638208
381
No
35.104023
24.028477
Low_spent_Large_value_payments
319.164979
Standard
155,629
37,932
8
Nicks
25
78,735,990
Mechanic
39,628.99
3,359.415833
4
6
7
2
Auto Loan, and Student Loan
18
6
11.5
3
Good
502.38
34.192463
382
No
35.104023
24.028477
High_spent_Medium_value_payments
393.673696
Poor