Hugging Face's logo

Datasets:
AiresPucrs
/
data-credit-card

Languages: English
Size Categories: n<1K
Tags:
License:
Dataset card Viewer Files Community
1
Dataset Viewer
Auto-converted to Parquet
Viewer
b
stringclasses
3 values
30.83
stringlengths
1
5
0
float64
0
28
u
stringclasses
4 values
g
stringclasses
4 values
w
stringclasses
15 values
v
stringclasses
10 values
1.25
float64
0
28.5
t
stringclasses
2 values
t.1
stringclasses
2 values
01
int64
0
67
f
stringclasses
2 values
g.1
stringclasses
3 values
00202
stringlengths
1
5
0.1
int64
0
100k
+
stringclasses
2 values
a
58.67
4.46
u
g
q
h
3.04
t
t
6
f
g
00043
560
+
a
24.50
0.5
u
g
q
h
1.5
t
f
0
f
g
00280
824
+
b
27.83
1.54
u
g
w
v
3.75
t
t
5
t
g
00100
3
+
b
20.17
5.625
u
g
w
v
1.71
t
f
0
f
s
00120
0
+
b
32.08
4
u
g
m
v
2.5
t
f
0
t
g
00360
0
+
b
33.17
1.04
u
g
r
h
6.5
t
f
0
t
g
00164
31,285
+
a
22.92
11.585
u
g
cc
v
0.04
t
f
0
f
g
00080
1,349
+
b
54.42
0.5
y
p
k
h
3.96
t
f
0
f
g
00180
314
+
b
42.50
4.915
y
p
w
v
3.165
t
f
0
t
g
00052
1,442
+
b
22.08
0.83
u
g
c
h
2.165
f
f
0
t
g
00128
0
+
b
29.92
1.835
u
g
c
h
4.335
t
f
0
f
g
00260
200
+
a
38.25
6
u
g
k
v
1
t
f
0
t
g
00000
0
+
b
48.08
6.04
u
g
k
v
0.04
f
f
0
f
g
00000
2,690
+
a
45.83
10.5
u
g
q
v
5
t
t
7
t
g
00000
0
+
b
36.67
4.415
y
p
k
v
0.25
t
t
10
t
g
00320
0
+
b
28.25
0.875
u
g
m
v
0.96
t
t
3
t
g
00396
0
+
a
23.25
5.875
u
g
q
v
3.17
t
t
10
f
g
00120
245
+
b
21.83
0.25
u
g
d
h
0.665
t
f
0
t
g
00000
0
+
a
19.17
8.585
u
g
cc
h
0.75
t
t
7
f
g
00096
0
+
b
25.00
11.25
u
g
c
v
2.5
t
t
17
f
g
00200
1,208
+
b
23.25
1
u
g
c
v
0.835
t
f
0
f
s
00300
0
+
a
47.75
8
u
g
c
v
7.875
t
t
6
t
g
00000
1,260
+
a
27.42
14.5
u
g
x
h
3.085
t
t
1
f
g
00120
11
+
a
41.17
6.5
u
g
q
v
0.5
t
t
3
t
g
00145
0
+
a
15.83
0.585
u
g
c
h
1.5
t
t
2
f
g
00100
0
+
a
47.00
13
u
g
i
bb
5.165
t
t
9
t
g
00000
0
+
b
56.58
18.5
u
g
d
bb
15
t
t
17
t
g
00000
0
+
b
57.42
8.5
u
g
e
h
7
t
t
3
f
g
00000
0
+
b
42.08
1.04
u
g
w
v
5
t
t
6
t
g
00500
10,000
+
b
29.25
14.79
u
g
aa
v
5.04
t
t
5
t
g
00168
0
+
b
42.00
9.79
u
g
x
h
7.96
t
t
8
f
g
00000
0
+
b
49.50
7.585
u
g
i
bb
7.585
t
t
15
t
g
00000
5,000
+
a
36.75
5.125
u
g
e
v
5
t
f
0
t
g
00000
4,000
+
a
22.58
10.75
u
g
q
v
0.415
t
t
5
t
g
00000
560
+
b
27.83
1.5
u
g
w
v
2
t
t
11
t
g
00434
35
+
b
27.25
1.585
u
g
cc
h
1.835
t
t
12
t
g
00583
713
+
a
23.00
11.75
u
g
x
h
0.5
t
t
2
t
g
00300
551
+
b
27.75
0.585
y
p
cc
v
0.25
t
t
2
f
g
00260
500
+
b
54.58
9.415
u
g
ff
ff
14.415
t
t
11
t
g
00030
300
+
b
34.17
9.17
u
g
c
v
4.5
t
t
12
t
g
00000
221
+
b
28.92
15
u
g
c
h
5.335
t
t
11
f
g
00000
2,283
+
b
29.67
1.415
u
g
w
h
0.75
t
t
1
f
g
00240
100
+
b
39.58
13.915
u
g
w
v
8.625
t
t
6
t
g
00070
0
+
b
56.42
28
y
p
c
v
28.5
t
t
40
f
g
00000
15
+
b
54.33
6.75
u
g
c
h
2.625
t
t
11
t
g
00000
284
+
a
41.00
2.04
y
p
q
h
0.125
t
t
23
t
g
00455
1,236
+
b
31.92
4.46
u
g
cc
h
6.04
t
t
3
f
g
00311
300
+
b
41.50
1.54
u
g
i
bb
3.5
f
f
0
f
g
00216
0
+
b
23.92
0.665
u
g
c
v
0.165
f
f
0
f
g
00100
0
+
a
25.75
0.5
u
g
c
h
0.875
t
f
0
t
g
00491
0
+
b
26.00
1
u
g
q
v
1.75
t
f
0
t
g
00280
0
+
b
37.42
2.04
u
g
w
v
0.04
t
f
0
t
g
00400
5,800
+
b
34.92
2.5
u
g
w
v
0
t
f
0
t
g
00239
200
+
b
34.25
3
u
g
cc
h
7.415
t
f
0
t
g
00000
0
+
b
23.33
11.625
y
p
w
v
0.835
t
f
0
t
g
00160
300
+
b
23.17
0
u
g
cc
v
0.085
t
f
0
f
g
00000
0
+
b
44.33
0.5
u
g
i
h
5
t
f
0
t
g
00320
0
+
b
35.17
4.5
u
g
x
h
5.75
f
f
0
t
s
00711
0
+
b
43.25
3
u
g
q
h
6
t
t
11
f
g
00080
0
+
b
56.75
12.25
u
g
m
v
1.25
t
t
4
t
g
00200
0
+
b
31.67
16.165
u
g
d
v
3
t
t
9
f
g
00250
730
+
a
23.42
0.79
y
p
q
v
1.5
t
t
2
t
g
00080
400
+
a
20.42
0.835
u
g
q
v
1.585
t
t
1
f
g
00000
0
+
b
26.67
4.25
u
g
cc
v
4.29
t
t
1
t
g
00120
0
+
b
34.17
1.54
u
g
cc
v
1.54
t
t
1
t
g
00520
50,000
+
a
36.00
1
u
g
c
v
2
t
t
11
f
g
00000
456
+
b
25.50
0.375
u
g
m
v
0.25
t
t
3
f
g
00260
15,108
+
b
19.42
6.5
u
g
w
h
1.46
t
t
7
f
g
00080
2,954
+
b
35.17
25.125
u
g
x
h
1.625
t
t
1
t
g
00515
500
+
b
32.33
7.5
u
g
e
bb
1.585
t
f
0
t
s
00420
0
-
b
34.83
4
u
g
d
bb
12.5
t
f
0
t
g
?
0
-
a
38.58
5
u
g
cc
v
13.5
t
f
0
t
g
00980
0
-
b
44.25
0.5
u
g
m
v
10.75
t
f
0
f
s
00400
0
-
b
44.83
7
y
p
c
v
1.625
f
f
0
f
g
00160
2
-
b
20.67
5.29
u
g
q
v
0.375
t
t
1
f
g
00160
0
-
b
34.08
6.5
u
g
aa
v
0.125
t
f
0
t
g
00443
0
-
a
19.17
0.585
y
p
aa
v
0.585
t
f
0
t
g
00160
0
-
b
21.67
1.165
y
p
k
v
2.5
t
t
1
f
g
00180
20
-
b
21.50
9.75
u
g
c
v
0.25
t
f
0
f
g
00140
0
-
b
49.58
19
u
g
ff
ff
0
t
t
1
f
g
00094
0
-
a
27.67
1.5
u
g
m
v
2
t
f
0
f
s
00368
0
-
b
39.83
0.5
u
g
m
v
0.25
t
f
0
f
s
00288
0
-
a
?
3.5
u
g
d
v
3
t
f
0
t
g
00300
0
-
b
27.25
0.625
u
g
aa
v
0.455
t
f
0
t
g
00200
0
-
b
37.17
4
u
g
c
bb
5
t
f
0
t
s
00280
0
-
b
?
0.375
u
g
d
v
0.875
t
f
0
t
s
00928
0
-
b
25.67
2.21
y
p
aa
v
4
t
f
0
f
g
00188
0
-
b
34.00
4.5
u
g
aa
v
1
t
f
0
t
g
00240
0
-
a
49.00
1.5
u
g
j
j
0
t
f
0
t
g
00100
27
-
b
62.50
12.75
y
p
c
h
5
t
f
0
f
g
00112
0
-
b
31.42
15.5
u
g
c
v
0.5
t
f
0
f
g
00120
0
-
b
?
5
y
p
aa
v
8.5
t
f
0
f
g
00000
0
-
b
52.33
1.375
y
p
c
h
9.46
t
f
0
t
g
00200
100
-
b
28.75
1.5
y
p
c
v
1.5
t
f
0
t
g
00000
225
-
a
28.58
3.54
u
g
i
bb
0.5
t
f
0
t
g
00171
0
-
b
23.00
0.625
y
p
aa
v
0.125
t
f
0
f
g
00180
1
-
b
?
0.5
u
g
c
bb
0.835
t
f
0
t
s
00320
0
-
a
22.50
11
y
p
q
v
3
t
f
0
t
g
00268
0
-
a
28.50
1
u
g
q
v
1
t
t
2
t
g
00167
500
-
b
37.50
1.75
y
p
c
bb
0.25
t
f
0
t
g
00164
400
-
End of preview. Expand in Dataset Viewer.

data-credit-card

Overview

The data-credit-card dataset is used for credit card applications. It can also be used to explore biases in ML algorithms.

Dataset Details

The original dataset is the Credit Approval. This file concerns credit card applications. All attribute names and values have been changed to meaningless symbols to protect the confidentiality of the data.

  • Dataset Name: data-credit-card
  • Language: English
  • Total Size: 689 demonstrations

Contents

The dataset consists of a data frame with 16 columns.

  • A1: b, a.
  • A2: continuous.
  • A3: continuous.
  • A4: u, y, l, t.
  • A5: g, p, gg.
  • A6: c, d, cc, i, j, k, m, r, q, w, x, e, aa, ff.
  • A7: v, h, bb, j, n, z, dd, ff, o.
  • A8: continuous.
  • A9: t, f.
  • A10: t, f.
  • A11: continuous.
  • A12: t, f.
  • A13: g, p, s.
  • A14: continuous.
  • A15: continuous.
  • A16: + (44,4%) ,- (55,6%) (class attribute)

How to use 

from datasets import load_dataset

dataset = load_dataset("AiresPucrs/data-credit-card", split='train')

License

This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.

Downloads last month
8
Edit dataset card
Size of downloaded dataset files:
17.3 kB
Size of the auto-converted Parquet files:
17.3 kB
Number of rows:
689