Datasets:
codesignal
/
imbalanced-data-practice

Dataset card Data Studio Files
xet
Community
1
id
int64
Gender
string
Age
int64
Driving_License
int64
Region_Code
float64
Previously_Insured
int64
Vehicle_Age
string
Vehicle_Damage
string
Annual_Premium
float64
Policy_Sales_Channel
float64
Vintage
int64
Response
int64
133,555
Male
48
1
29
0
1-2 Year
Yes
2,630
156
265
0
211,583
Male
41
1
28
0
> 2 Years
Yes
42,460
124
209
0
80,941
Female
47
1
28
1
1-2 Year
No
2,630
122
254
0
380,425
Male
47
1
48
0
1-2 Year
Yes
2,630
124
64
1
475,502
Female
50
1
28
1
1-2 Year
No
28,012
13
123
0
209,634
Male
80
1
28
0
1-2 Year
Yes
49,420
26
57
0
8,772
Male
31
1
11
0
< 1 Year
Yes
29,517
152
76
0
278,587
Female
55
1
41
0
1-2 Year
Yes
30,223
152
280
0
45,662
Female
22
1
35
0
< 1 Year
Yes
2,630
160
163
0
327,680
Male
51
1
25
0
1-2 Year
Yes
44,655
30
41
0
139,736
Male
22
1
28
1
< 1 Year
No
29,113
152
220
0
436,756
Male
46
1
11
0
1-2 Year
Yes
36,497
26
259
1
273,018
Female
23
1
47
1
< 1 Year
No
37,321
160
134
0
305,810
Male
50
1
47
0
1-2 Year
Yes
30,150
124
269
1
330,883
Male
66
1
48
0
1-2 Year
No
2,630
55
253
0
213,326
Male
27
1
15
0
< 1 Year
No
77,763
152
154
0
101,844
Female
24
1
36
1
< 1 Year
No
37,253
152
194
0
339,192
Male
38
1
8
0
1-2 Year
Yes
35,181
26
63
0
382,708
Female
25
1
30
1
< 1 Year
No
28,500
152
285
0
440,325
Female
26
1
15
1
< 1 Year
No
46,680
152
261
0
341,290
Male
49
1
28
1
1-2 Year
No
40,134
26
291
0
159,161
Female
44
1
28
0
1-2 Year
Yes
40,496
13
72
0
278,436
Female
47
1
28
0
1-2 Year
No
26,992
124
176
0
321,734
Male
24
1
28
0
< 1 Year
Yes
34,254
152
147
0
476,005
Male
46
1
8
0
1-2 Year
Yes
49,314
26
190
1
270,412
Female
21
1
8
1
< 1 Year
No
47,601
160
271
0
4,683
Male
21
1
13
0
< 1 Year
Yes
19,618
152
128
1
156,169
Male
41
1
28
0
1-2 Year
Yes
35,737
124
45
0
389,339
Female
26
1
30
1
< 1 Year
No
31,591
152
172
0
288,527
Male
27
1
46
1
< 1 Year
No
34,805
152
253
0
118,250
Female
47
1
28
0
1-2 Year
Yes
86,349
52
126
0
158,997
Male
22
1
28
1
< 1 Year
Yes
23,201
152
241
0
156,946
Male
65
1
28
0
> 2 Years
Yes
68,241
26
174
0
418,721
Male
39
1
28
0
1-2 Year
Yes
37,114
26
10
1
214,063
Female
36
1
28
0
1-2 Year
Yes
51,753
124
146
0
205,567
Male
24
1
41
1
< 1 Year
No
34,599
152
220
0
80,668
Male
80
1
28
1
1-2 Year
No
68,677
52
19
0
449,670
Female
42
1
8
0
1-2 Year
Yes
51,935
26
40
1
171,288
Male
27
1
28
0
< 1 Year
Yes
57,389
26
158
1
451,277
Male
44
1
36
0
1-2 Year
Yes
34,335
154
281
1
420,854
Female
40
1
28
1
1-2 Year
No
48,308
124
253
0
285,231
Female
24
1
2
0
< 1 Year
Yes
44,315
152
41
0
369,738
Female
22
1
3
0
< 1 Year
Yes
2,630
152
118
0
167,728
Male
76
1
28
0
1-2 Year
Yes
36,036
26
205
0
368,909
Male
27
1
41
1
< 1 Year
No
35,248
152
295
0
84,827
Female
54
1
50
0
1-2 Year
Yes
23,372
8
209
0
485,255
Male
31
1
21
1
< 1 Year
No
27,866
152
175
0
7,831
Male
66
1
24
0
1-2 Year
Yes
28,527
26
62
0
112,886
Male
29
1
41
1
< 1 Year
No
30,422
152
277
0
119,894
Male
37
1
46
0
1-2 Year
Yes
28,196
124
211
0
405,773
Male
25
1
28
1
< 1 Year
No
47,607
152
264
0
315,649
Male
21
1
8
0
< 1 Year
Yes
50,576
160
23
0
418,574
Male
26
1
8
1
< 1 Year
No
30,881
152
238
0
224,555
Female
42
1
33
0
1-2 Year
No
35,293
124
123
0
14,295
Female
21
1
46
0
< 1 Year
Yes
20,886
160
24
0
268,735
Male
43
1
29
0
1-2 Year
Yes
38,012
124
130
0
60,136
Male
43
1
45
1
1-2 Year
No
34,748
151
44
0
119,905
Male
24
1
8
0
< 1 Year
No
37,717
26
67
0
40,714
Male
35
1
32
0
1-2 Year
Yes
2,630
124
262
0
248,120
Male
66
1
28
0
1-2 Year
Yes
51,668
26
283
0
11,404
Female
42
1
28
0
1-2 Year
Yes
25,211
13
201
0
453,987
Male
56
1
8
1
1-2 Year
No
52,657
26
59
0
230,493
Male
42
1
50
1
1-2 Year
No
38,486
124
53
0
446,157
Male
79
1
47
1
1-2 Year
No
55,195
26
294
0
147,466
Male
24
1
18
0
< 1 Year
Yes
40,609
152
181
0
17,652
Male
49
1
15
0
1-2 Year
Yes
34,410
124
122
0
375,308
Male
21
1
30
0
< 1 Year
No
2,630
1
91
0
25,731
Female
28
1
21
1
< 1 Year
No
37,562
152
115
0
225,877
Male
25
1
41
1
< 1 Year
No
37,338
152
259
0
404,462
Female
53
1
28
0
1-2 Year
Yes
41,731
26
205
1
215,475
Male
50
1
28
0
1-2 Year
Yes
32,533
124
67
0
34,265
Female
26
1
41
1
< 1 Year
No
25,875
152
166
0
26,634
Male
40
1
28
0
1-2 Year
Yes
20,514
155
230
0
115,612
Male
35
1
28
1
1-2 Year
No
28,489
26
153
0
121,726
Female
55
1
8
0
1-2 Year
Yes
34,276
25
180
0
454,125
Male
27
1
30
1
< 1 Year
No
33,574
152
204
0
7,955
Male
23
1
6
0
< 1 Year
Yes
46,922
152
64
0
265,179
Male
43
1
28
0
1-2 Year
Yes
38,190
13
74
0
378,312
Male
28
1
35
1
< 1 Year
No
37,005
152
170
0
204,869
Female
24
1
37
0
< 1 Year
Yes
30,929
160
246
1
108,501
Male
46
1
3
1
1-2 Year
No
19,038
124
151
0
13,175
Female
39
1
28
1
1-2 Year
No
39,453
25
290
0
197,818
Male
21
1
8
1
< 1 Year
No
67,135
160
233
0
140,799
Male
24
1
23
1
< 1 Year
No
28,080
152
180
0
252,553
Female
42
1
0
0
1-2 Year
No
2,630
122
282
0
162,941
Male
47
1
38
0
1-2 Year
Yes
73,386
124
292
0
328,235
Male
43
1
28
0
1-2 Year
Yes
49,164
13
208
0
328,211
Male
22
1
46
1
< 1 Year
No
60,130
160
291
0
44,144
Male
35
1
8
0
1-2 Year
Yes
2,630
124
114
1
51,112
Male
57
1
50
0
> 2 Years
Yes
41,099
124
120
0
220,175
Male
35
1
41
0
1-2 Year
No
42,772
124
69
0
308,753
Male
50
1
37
0
> 2 Years
Yes
28,469
124
134
1
13,536
Female
74
1
28
0
1-2 Year
Yes
37,441
154
76
0
298,268
Female
75
1
28
0
1-2 Year
Yes
31,366
124
111
0
113,436
Female
21
1
11
0
< 1 Year
Yes
28,600
152
200
1
423,913
Male
46
1
28
0
1-2 Year
Yes
37,944
154
153
1
374,984
Female
46
1
8
0
1-2 Year
Yes
2,630
154
218
1
299,507
Male
41
1
28
1
1-2 Year
No
31,971
152
149
0
195,498
Male
33
1
29
0
< 1 Year
Yes
30,539
26
78
0
220,970
Female
27
1
28
0
< 1 Year
Yes
2,630
156
102
0