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
344,129
Female
24
1
28
1
< 1 Year
No
88,664
152
197
0
49,070
Female
39
1
28
0
> 2 Years
Yes
26,351
124
105
0
364,079
Female
22
1
6
1
< 1 Year
No
15,675
152
275
0
154,890
Male
44
1
11
1
1-2 Year
No
2,630
124
11
0
228,257
Female
34
1
28
0
1-2 Year
Yes
2,630
158
34
1
329,093
Female
43
1
28
0
1-2 Year
Yes
33,943
26
288
1
86,703
Male
61
1
28
0
1-2 Year
Yes
2,630
124
20
1
467,215
Female
45
1
28
0
1-2 Year
Yes
50,156
26
64
1
308,740
Male
26
1
29
1
< 1 Year
No
66,938
152
292
0
165,448
Female
26
1
47
1
< 1 Year
No
19,181
152
66
0
317,623
Male
42
1
3
0
1-2 Year
No
33,998
124
77
1
287,869
Male
55
1
28
1
1-2 Year
No
55,172
26
244
0
99,394
Male
67
1
8
1
1-2 Year
No
48,887
26
52
0
102,821
Male
73
1
28
0
1-2 Year
Yes
38,460
124
156
0
286,234
Male
25
1
12
1
< 1 Year
No
30,256
152
196
0
98,224
Female
40
1
28
1
1-2 Year
No
31,945
122
106
0
236,332
Male
37
1
28
0
1-2 Year
Yes
27,246
124
105
0
389,194
Male
57
1
28
0
1-2 Year
Yes
26,912
26
25
1
56,616
Female
40
1
39
0
1-2 Year
Yes
2,630
156
117
0
349,528
Male
37
1
50
0
1-2 Year
Yes
37,095
124
77
0
352,744
Male
54
1
39
0
1-2 Year
No
28,334
124
193
0
58,843
Male
53
1
28
1
1-2 Year
No
42,578
26
59
0
321,401
Male
61
1
28
0
> 2 Years
Yes
50,920
13
237
0
74,574
Male
53
1
28
0
1-2 Year
No
40,665
122
221
0
284,966
Male
46
1
3
1
1-2 Year
Yes
43,391
26
62
0
48,649
Female
71
1
28
0
1-2 Year
Yes
2,630
156
269
0
297,233
Female
22
1
30
1
< 1 Year
No
25,789
152
215
0
222,078
Male
52
1
5
0
1-2 Year
Yes
2,630
26
270
0
166,626
Male
22
1
21
0
< 1 Year
Yes
37,173
152
175
1
454,031
Male
25
1
8
1
< 1 Year
No
41,387
152
231
0
9,936
Male
25
1
50
0
< 1 Year
Yes
34,462
152
20
0
314,467
Male
66
1
28
0
> 2 Years
Yes
57,873
26
238
0
216,955
Male
45
1
18
0
1-2 Year
Yes
33,526
124
239
0
113,859
Male
42
1
28
0
1-2 Year
Yes
33,380
124
64
1
360,078
Male
23
1
41
1
< 1 Year
No
30,393
152
291
0
414,737
Female
80
1
28
1
1-2 Year
No
37,319
124
292
0
427,633
Female
27
1
3
1
< 1 Year
No
37,012
152
204
0
276,989
Female
27
1
9
1
< 1 Year
No
32,687
152
200
0
117,636
Female
32
1
41
1
1-2 Year
No
21,511
124
91
0
279,296
Male
23
1
15
0
< 1 Year
Yes
29,756
160
11
0
101,053
Female
45
1
28
0
1-2 Year
Yes
2,630
124
270
0
418,868
Female
29
1
50
1
< 1 Year
No
32,372
152
118
0
323,024
Male
44
1
3
0
1-2 Year
Yes
34,105
124
292
1
119,907
Male
34
1
1
0
1-2 Year
Yes
2,630
124
69
0
205,968
Male
22
1
28
0
< 1 Year
Yes
46,880
152
48
0
332,417
Male
59
1
30
0
> 2 Years
Yes
2,630
26
63
1
370,959
Female
27
1
46
1
< 1 Year
No
30,298
152
230
0
129,936
Male
43
1
30
0
1-2 Year
Yes
36,037
26
232
1
34,153
Male
66
1
18
0
1-2 Year
No
27,283
26
215
0
36,200
Male
57
1
28
0
> 2 Years
Yes
39,276
26
252
1
222,302
Female
21
1
3
0
< 1 Year
No
2,630
152
275
0
330,147
Male
57
1
8
0
1-2 Year
Yes
48,296
124
270
0
362,618
Male
34
1
41
0
1-2 Year
Yes
34,930
124
274
0
416,559
Male
24
1
8
1
< 1 Year
No
38,519
152
247
0
63,858
Female
23
1
18
0
< 1 Year
Yes
38,841
152
23
0
335,807
Female
22
1
3
0
< 1 Year
Yes
39,753
152
137
0
297,189
Female
33
1
28
0
1-2 Year
Yes
28,251
124
153
0
460,290
Female
30
1
41
1
< 1 Year
No
37,421
152
228
0
294,625
Female
48
1
28
1
1-2 Year
Yes
2,630
157
210
0
322,607
Female
28
1
18
1
< 1 Year
No
33,583
152
263
0
361,808
Male
59
1
28
0
1-2 Year
No
25,490
26
229
0
371,489
Male
46
1
28
0
1-2 Year
Yes
42,738
13
107
0
207,546
Female
23
1
46
1
< 1 Year
No
50,577
152
290
0
190,872
Female
20
1
15
1
< 1 Year
No
34,273
160
51
0
220,736
Female
57
1
33
0
1-2 Year
Yes
2,630
124
210
0
377,799
Male
21
1
8
1
< 1 Year
No
29,600
152
211
0
418,134
Female
22
1
41
1
< 1 Year
No
48,752
152
252
0
19,540
Male
35
1
30
0
1-2 Year
No
31,217
124
67
0
293,829
Female
50
1
18
0
1-2 Year
Yes
38,284
124
13
0
378,395
Male
24
1
41
0
< 1 Year
Yes
28,445
152
289
0
291,537
Female
45
1
28
0
1-2 Year
Yes
24,555
157
193
0
268,195
Male
46
1
28
0
1-2 Year
Yes
77,901
155
296
0
398,917
Male
31
1
33
0
< 1 Year
Yes
54,966
156
189
1
337,207
Male
44
1
41
0
1-2 Year
Yes
28,606
163
86
0
17,211
Female
41
1
28
0
1-2 Year
Yes
45,107
124
238
0
360,704
Female
49
1
28
1
1-2 Year
No
26,320
26
117
0
316,178
Male
23
1
47
0
< 1 Year
Yes
34,489
151
83
0
205,921
Female
22
1
32
0
< 1 Year
Yes
2,630
160
58
0
26,087
Male
51
1
46
0
1-2 Year
Yes
25,480
21
246
0
350,420
Male
27
1
35
0
< 1 Year
Yes
61,468
152
74
1
221,066
Male
70
1
30
1
1-2 Year
No
40,836
140
139
0
182,694
Female
48
1
33
1
1-2 Year
No
2,630
124
170
0
79,928
Male
22
1
8
1
< 1 Year
No
37,686
152
36
0
123,003
Female
46
1
8
0
1-2 Year
Yes
35,930
124
210
0
238,868
Male
53
1
8
0
1-2 Year
Yes
43,278
26
195
0
124,409
Female
24
1
50
0
< 1 Year
Yes
21,324
160
63
0
352,059
Male
33
1
28
0
< 1 Year
Yes
2,630
156
238
0
231,132
Male
23
1
2
0
< 1 Year
Yes
35,788
152
182
0
375,251
Female
22
1
47
0
< 1 Year
Yes
29,077
152
246
0
507,627
Female
25
1
11
1
< 1 Year
No
43,014
152
291
0
379,481
Female
35
1
48
0
1-2 Year
Yes
2,630
124
125
0
240,184
Male
53
1
28
0
> 2 Years
Yes
44,736
26
10
0
27,248
Female
62
1
8
1
1-2 Year
No
27,592
26
271
0
166,379
Male
64
1
28
0
> 2 Years
Yes
28,667
26
228
0
278,146
Male
60
1
28
0
> 2 Years
Yes
47,684
26
56
0
312,155
Female
27
1
48
0
< 1 Year
Yes
2,630
156
114
1
23,247
Male
50
1
28
0
1-2 Year
Yes
62,522
26
57
0
419,577
Male
60
1
28
0
> 2 Years
Yes
34,510
26
108
1
231,707
Male
44
1
50
0
1-2 Year
Yes
36,166
124
219
0
130,323
Male
64
1
14
0
1-2 Year
No
24,701
124
205
0