Datasets:
kheejay88
/
Bank_Personal_Loan_Modelling

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ID
int64
1
5k
Age
int64
23
67
Experience
int64
-3
43
Income
int64
8
224
ZIP Code
int64
9.31k
96.7k
Family
int64
1
4
CCAvg
float64
0
10
Education
int64
1
3
Mortgage
int64
0
635
Personal Loan
int64
0
1
Securities Account
int64
0
1
CD Account
int64
0
1
Online
int64
0
1
CreditCard
int64
0
1
201
32
6
29
91,355
1
1.9
3
0
0
0
0
1
1
202
35
9
20
94,609
2
1.4
3
0
0
0
0
1
1
203
30
3
68
94,306
4
2
2
0
0
0
0
1
0
204
58
34
65
95,747
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2.2
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0
1
0
205
56
31
61
96,150
2
1.9
2
105
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0
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206
38
12
91
95,616
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1.4
2
100
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25
31
91,355
1
1
1
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0
1
0
1
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34
10
71
94,115
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0.1
2
0
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0
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0
209
40
16
73
94,110
4
2.67
1
0
0
0
0
1
1
210
64
39
172
94,707
4
3.1
1
282
1
0
1
1
1
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51
26
20
92,131
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0
1
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22
69
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33
155
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3
1
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30
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3
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6
25
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0.3
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0
0
0
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222
45
19
83
95,051
2
1.7
2
0
0
0
0
1
0
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26
2
104
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3
2.5
1
0
0
0
0
0
0
224
55
25
41
95,014
3
1
3
0
0
0
0
1
0
225
52
27
58
94,305
4
1.8
3
91
0
0
0
0
0
226
39
13
93
94,720
1
1.5
3
0
0
0
0
0
1
227
24
-1
39
94,085
2
1.7
2
0
0
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0
0
0
228
47
23
148
94,551
2
7.5
1
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1
1
1
229
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22
53
92,677
4
1.9
3
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0
1
1
0
1
230
48
24
71
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1.7
1
145
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1
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47
22
92
94,720
1
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2
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0
1
0
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35
10
61
94,304
4
2.1
3
0
0
0
0
1
0
233
46
19
38
94,122
3
2.5
2
135
0
0
0
0
0
234
62
37
58
91,320
4
1.7
1
0
0
0
0
1
0
235
26
1
80
95,616
1
0.8
2
150
0
0
0
0
0
236
38
8
71
94,720
4
1.8
3
0
0
0
0
1
0
237
43
18
89
93,407
3
0.5
3
0
0
0
0
1
1
238
62
38
83
92,521
1
1.8
3
0
0
0
0
1
0
239
57
32
28
95,831
3
0.2
1
0
0
0
0
1
1
240
28
3
52
94,112
4
1.7
2
0
0
0
0
0
0
241
51
26
70
90,089
1
1.2
1
169
0
0
0
0
0
242
48
22
71
91,711
1
1.4
3
0
0
0
0
0
1
243
41
16
75
94,005
1
3.7
3
280
0
0
0
0
0
244
65
39
170
90,095
3
7.9
3
99
1
0
1
1
0
245
41
17
78
94,025
4
0.8
1
78
0
0
0
1
0
246
35
11
25
92,614
2
1
2
0
0
0
0
0
0
247
38
14
60
94,025
2
0.6
3
0
0
0
0
1
1
248
53
29
120
92,626
4
2.7
2
111
1
1
1
1
0
249
55
29
99
92,121
2
1.4
1
264
0
0
0
1
1
250
26
1
55
90,089
3
2.6
3
113
0
0
0
0
1
251
30
6
29
94,305
3
1
2
117
0
0
0
0
0
252
54
28
170
92,182
2
6.2
2
325
1
0
0
1
0
253
65
40
53
91,711
3
2.2
1
0
0
0
0
0
1
254
47
21
138
94,583
1
0
1
0
0
0
0
0
0
255
65
41
134
91,942
3
3.9
3
121
1
0
0
1
0
256
66
40
42
92,103
2
0.7
3
138
0
0
0
0
1
257
26
0
99
92,697
4
2.3
3
0
0
0
0
0
1
258
66
41
18
92,691
3
0.5
1
0
0
0
0
0
1
259
35
9
24
95,747
4
0.3
1
0
0
0
0
1
0
260
56
30
55
94,107
1
1.4
1
77
0
0
0
1
0
261
51
27
58
92,407
1
0
1
0
0
0
0
0
1
262
42
16
111
93,106
2
1.2
3
251
1
0
0
1
0
263
49
23
33
90,245
1
0.3
3
0
0
0
1
1
1
264
27
1
74
92,121
4
1.8
2
112
0
0
0
1
1
265
45
19
38
90,840
2
0.7
1
0
0
0
0
0
0
266
49
23
23
94,305
4
0.6
3
98
0
1
0
0
0
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63
38
61
94,720
2
1.5
1
0
0
0
0
1
0
268
47
22
81
90,504
1
2.9
1
138
0
0
0
0
0
269
64
39
129
94,002
1
2.5
1
0
0
0
0
1
0
270
43
13
33
95,039
1
0.75
3
0
0
0
0
0
0
271
60
36
63
94,063
4
2.2
1
0
0
0
0
1
0
272
40
14
70
94,923
4
1.4
2
0
0
0
0
1
0
273
29
3
45
95,023
4
0.2
1
158
0
0
0
1
1
274
41
16
65
90,095
3
0.5
3
0
0
0
0
1
0
275
30
5
74
95,616
4
2.2
1
0
0
1
0
0
1
276
49
24
50
94,706
4
1.8
3
0
0
1
0
0
0
277
30
5
22
90,058
4
0.5
3
109
0
0
0
1
0
278
29
2
30
92,126
4
1
3
0
0
0
0
0
0
279
50
26
21
91,125
4
1
1
0
0
0
0
1
0
280
39
14
155
94,577
2
3.9
1
0
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0
0
1
0
281
33
8
64
92,121
4
2.1
3
164
0
0
0
1
0
282
57
31
65
94,118
4
2.6
3
0
0
0
0
0
1
283
34
9
71
91,711
4
0.7
3
0
0
0
0
1
0
284
61
36
40
90,029
3
0.5
2
0
0
1
0
1
0
285
44
19
69
92,806
3
0.5
3
0
0
0
0
1
0
286
40
13
69
94,305
3
2.33
2
0
0
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0
0
0
287
51
25
45
94,806
3
0.6
2
131
0
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1
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288
37
12
62
92,110
3
0.7
2
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0
0
1
289
44
19
172
94,306
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4.3
3
391
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1
1
1
0
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15
24
92,121
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1
2
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1
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16
8
90,089
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0.67
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0
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5
38
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0.8
1
129
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1
1
294
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19
93
90,095
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2.6
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9
55
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2
1
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34
64
94,304
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1.7
3
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34
9
122
90,623
1
0
1
0
0
0
0
1
0
298
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25
70
93,720
3
1.4
3
0
0
0
0
1
0
299
43
19
81
92,069
2
3.2
1
0
0
0
0
0
0
300
41
15
159
90,057
1
5.5
3
0
1
0
1
1
0