ID
int64
1
400
Income
float64
10.4
187
Limit
int64
855
13.9k
Rating
int64
93
982
Cards
int64
1
9
Age
int64
23
98
Education
int64
5
20
Gender
stringclasses
2 values
Student
stringclasses
2 values
Married
stringclasses
2 values
Ethnicity
stringclasses
3 values
Balance
int64
0
2k
201
23.949
5,343
383
2
40
18
Male
No
Yes
African American
829
202
73.914
7,333
529
6
67
15
Female
No
Yes
Caucasian
1,048
203
21.038
1,448
145
2
58
13
Female
No
Yes
Caucasian
0
204
68.206
6,784
499
5
40
16
Female
Yes
No
African American
1,411
205
57.337
5,310
392
2
45
7
Female
No
No
Caucasian
456
206
10.793
3,878
321
8
29
13
Male
No
No
Caucasian
638
207
23.45
2,450
180
2
78
13
Male
No
No
Caucasian
0
208
10.842
4,391
358
5
37
10
Female
Yes
Yes
Caucasian
1,216
209
51.345
4,327
320
3
46
15
Male
No
No
African American
230
210
151.947
9,156
642
2
91
11
Female
No
Yes
African American
732
211
24.543
3,206
243
2
62
12
Female
No
Yes
Caucasian
95
212
29.567
5,309
397
3
25
15
Male
No
No
Caucasian
799
213
39.145
4,351
323
2
66
13
Male
No
Yes
Caucasian
308
214
39.422
5,245
383
2
44
19
Male
No
No
African American
637
215
34.909
5,289
410
2
62
16
Female
No
Yes
Caucasian
681
216
41.025
4,229
337
3
79
19
Female
No
Yes
Caucasian
246
217
15.476
2,762
215
3
60
18
Male
No
No
Asian
52
218
12.456
5,395
392
3
65
14
Male
No
Yes
Caucasian
955
219
10.627
1,647
149
2
71
10
Female
Yes
Yes
Asian
195
220
38.954
5,222
370
4
76
13
Female
No
No
Caucasian
653
221
44.847
5,765
437
3
53
13
Female
Yes
No
Asian
1,246
222
98.515
8,760
633
5
78
11
Female
No
No
African American
1,230
223
33.437
6,207
451
4
44
9
Male
Yes
No
Caucasian
1,549
224
27.512
4,613
344
5
72
17
Male
No
Yes
Asian
573
225
121.709
7,818
584
4
50
6
Male
No
Yes
Caucasian
701
226
15.079
5,673
411
4
28
15
Female
No
Yes
Asian
1,075
227
59.879
6,906
527
6
78
15
Female
No
No
Caucasian
1,032
228
66.989
5,614
430
3
47
14
Female
No
Yes
Caucasian
482
229
69.165
4,668
341
2
34
11
Female
No
No
African American
156
230
69.943
7,555
547
3
76
9
Male
No
Yes
Asian
1,058
231
33.214
5,137
387
3
59
9
Male
No
No
African American
661
232
25.124
4,776
378
4
29
12
Male
No
Yes
Caucasian
657
233
15.741
4,788
360
1
39
14
Male
No
Yes
Asian
689
234
11.603
2,278
187
3
71
11
Male
No
Yes
Caucasian
0
235
69.656
8,244
579
3
41
14
Male
No
Yes
African American
1,329
236
10.503
2,923
232
3
25
18
Female
No
Yes
African American
191
237
42.529
4,986
369
2
37
11
Male
No
Yes
Asian
489
238
60.579
5,149
388
5
38
15
Male
No
Yes
Asian
443
239
26.532
2,910
236
6
58
19
Female
No
Yes
Caucasian
52
240
27.952
3,557
263
1
35
13
Female
No
Yes
Asian
163
241
29.705
3,351
262
5
71
14
Female
No
Yes
Asian
148
242
15.602
906
103
2
36
11
Male
No
Yes
African American
0
243
20.918
1,233
128
3
47
18
Female
Yes
Yes
Asian
16
244
58.165
6,617
460
1
56
12
Female
No
Yes
Caucasian
856
245
22.561
1,787
147
4
66
15
Female
No
No
Caucasian
0
246
34.509
2,001
189
5
80
18
Female
No
Yes
African American
0
247
19.588
3,211
265
4
59
14
Female
No
No
Asian
199
248
36.364
2,220
188
3
50
19
Male
No
No
Caucasian
0
249
15.717
905
93
1
38
16
Male
Yes
Yes
Caucasian
0
250
22.574
1,551
134
3
43
13
Female
Yes
Yes
Caucasian
98
251
10.363
2,430
191
2
47
18
Female
No
Yes
Asian
0
252
28.474
3,202
267
5
66
12
Male
No
Yes
Caucasian
132
253
72.945
8,603
621
3
64
8
Female
No
No
Caucasian
1,355
254
85.425
5,182
402
6
60
12
Male
No
Yes
African American
218
255
36.508
6,386
469
4
79
6
Female
No
Yes
Caucasian
1,048
256
58.063
4,221
304
3
50
8
Male
No
No
African American
118
257
25.936
1,774
135
2
71
14
Female
No
No
Asian
0
258
15.629
2,493
186
1
60
14
Male
No
Yes
Asian
0
259
41.4
2,561
215
2
36
14
Male
No
Yes
Caucasian
0
260
33.657
6,196
450
6
55
9
Female
No
No
Caucasian
1,092
261
67.937
5,184
383
4
63
12
Male
No
Yes
Asian
345
262
180.379
9,310
665
3
67
8
Female
Yes
Yes
Asian
1,050
263
10.588
4,049
296
1
66
13
Female
No
Yes
Caucasian
465
264
29.725
3,536
270
2
52
15
Female
No
No
African American
133
265
27.999
5,107
380
1
55
10
Male
No
Yes
Caucasian
651
266
40.885
5,013
379
3
46
13
Female
No
Yes
African American
549
267
88.83
4,952
360
4
86
16
Female
No
Yes
Caucasian
15
268
29.638
5,833
433
3
29
15
Female
No
Yes
Asian
942
269
25.988
1,349
142
4
82
12
Male
No
No
Caucasian
0
270
39.055
5,565
410
4
48
18
Female
No
Yes
Caucasian
772
271
15.866
3,085
217
1
39
13
Male
No
No
Caucasian
136
272
44.978
4,866
347
1
30
10
Female
No
No
Caucasian
436
273
30.413
3,690
299
2
25
15
Female
Yes
No
Asian
728
274
16.751
4,706
353
6
48
14
Male
Yes
No
Asian
1,255
275
30.55
5,869
439
5
81
9
Female
No
No
African American
967
276
163.329
8,732
636
3
50
14
Male
No
Yes
Caucasian
529
277
23.106
3,476
257
2
50
15
Female
No
No
Caucasian
209
278
41.532
5,000
353
2
50
12
Male
No
Yes
Caucasian
531
279
128.04
6,982
518
2
78
11
Female
No
Yes
Caucasian
250
280
54.319
3,063
248
3
59
8
Female
Yes
No
Caucasian
269
281
53.401
5,319
377
3
35
12
Female
No
No
African American
541
282
36.142
1,852
183
3
33
13
Female
No
No
African American
0
283
63.534
8,100
581
2
50
17
Female
No
Yes
Caucasian
1,298
284
49.927
6,396
485
3
75
17
Female
No
Yes
Caucasian
890
285
14.711
2,047
167
2
67
6
Male
No
Yes
Caucasian
0
286
18.967
1,626
156
2
41
11
Female
No
Yes
Asian
0
287
18.036
1,552
142
2
48
15
Female
No
No
Caucasian
0
288
60.449
3,098
272
4
69
8
Male
No
Yes
Caucasian
0
289
16.711
5,274
387
3
42
16
Female
No
Yes
Asian
863
290
10.852
3,907
296
2
30
9
Male
No
No
Caucasian
485
291
26.37
3,235
268
5
78
11
Male
No
Yes
Asian
159
292
24.088
3,665
287
4
56
13
Female
No
Yes
Caucasian
309
293
51.532
5,096
380
2
31
15
Male
No
Yes
Caucasian
481
294
140.672
11,200
817
7
46
9
Male
No
Yes
African American
1,677
295
42.915
2,532
205
4
42
13
Male
No
Yes
Asian
0
296
27.272
1,389
149
5
67
10
Female
No
Yes
Caucasian
0
297
65.896
5,140
370
1
49
17
Female
No
Yes
Caucasian
293
298
55.054
4,381
321
3
74
17
Male
No
Yes
Asian
188
299
20.791
2,672
204
1
70
18
Female
No
No
African American
0
300
24.919
5,051
372
3
76
11
Female
No
Yes
African American
711