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
383,824
Female
22
1
18
1
< 1 Year
No
37,720
152
150
0
238,328
Female
26
1
11
1
< 1 Year
No
36,291
152
158
0
181,258
Female
43
1
26
1
1-2 Year
No
35,926
120
155
0
370,012
Female
20
1
43
1
< 1 Year
Yes
2,630
160
133
0
215,704
Female
37
1
50
0
1-2 Year
Yes
32,253
124
48
0
27,765
Female
21
1
50
0
< 1 Year
Yes
29,366
160
33
0
300,046
Male
29
1
33
1
< 1 Year
No
2,630
152
167
0
275,117
Female
21
1
33
1
< 1 Year
No
27,347
152
167
0
234,144
Female
21
1
32
1
< 1 Year
No
26,813
160
90
0
147,031
Male
51
1
50
0
1-2 Year
Yes
2,630
8
143
0
353,635
Female
55
1
28
1
1-2 Year
No
44,305
124
65
0
421,319
Male
34
1
13
0
1-2 Year
Yes
2,630
157
14
1
326,729
Female
45
1
37
0
1-2 Year
Yes
32,915
26
282
1
257,541
Male
28
1
14
0
1-2 Year
Yes
2,630
156
291
1
202,140
Female
51
1
28
0
1-2 Year
Yes
34,418
26
298
0
486,888
Female
23
1
8
1
< 1 Year
No
36,738
152
117
0
293,791
Female
22
1
46
1
< 1 Year
No
23,754
160
142
0
177,320
Female
23
1
28
0
< 1 Year
Yes
40,480
122
125
0
259,203
Male
23
1
8
1
< 1 Year
No
61,669
152
104
0
26,914
Male
28
1
6
1
< 1 Year
No
42,886
152
106
0
80,616
Female
23
1
30
1
< 1 Year
No
27,414
152
166
0
53,518
Female
30
1
28
0
< 1 Year
No
34,059
152
181
0
297,622
Female
22
1
50
0
< 1 Year
Yes
32,584
152
78
0
209,651
Male
23
1
28
0
< 1 Year
Yes
43,432
151
214
0
229,731
Male
35
1
47
1
1-2 Year
No
55,560
16
207
0
453,347
Male
35
1
18
0
1-2 Year
Yes
42,324
124
36
1
23,488
Male
21
1
14
1
< 1 Year
No
21,860
152
63
0
334,118
Male
22
1
8
1
< 1 Year
No
45,559
152
195
0
236,690
Male
59
1
31
0
1-2 Year
Yes
2,630
26
171
0
300,912
Male
70
1
47
0
> 2 Years
Yes
34,518
157
143
0
258,345
Female
66
1
26
0
1-2 Year
No
29,191
120
74
0
419,968
Female
45
1
28
1
1-2 Year
No
41,250
26
60
0
119,258
Male
21
1
15
1
< 1 Year
No
28,857
152
234
0
29,157
Male
59
1
8
0
1-2 Year
Yes
40,712
124
79
0
347,941
Male
24
1
28
1
< 1 Year
No
42,033
152
14
0
108,487
Male
20
1
33
0
< 1 Year
Yes
2,630
160
243
0
121,096
Female
56
1
35
0
1-2 Year
Yes
37,118
163
269
0
90,451
Female
50
1
3
0
1-2 Year
Yes
34,757
124
81
0
317,674
Female
32
1
36
1
< 1 Year
No
36,325
152
287
0
338,004
Female
24
1
41
1
< 1 Year
No
37,457
152
126
0
253,630
Male
60
1
3
0
1-2 Year
Yes
2,630
26
259
1
73,343
Male
60
1
38
0
1-2 Year
Yes
37,835
26
49
1
3,893
Female
37
1
47
1
1-2 Year
No
29,377
152
51
0
407,816
Female
25
1
7
1
< 1 Year
No
28,329
152
223
0
30,562
Female
41
1
28
0
1-2 Year
Yes
51,682
124
183
0
313,162
Male
33
1
28
0
1-2 Year
Yes
37,207
124
85
1
66,662
Male
47
1
39
0
1-2 Year
Yes
2,630
124
156
1
105,945
Female
24
1
8
0
< 1 Year
Yes
44,763
152
210
0
272,217
Male
22
1
3
1
< 1 Year
No
21,413
152
119
0
229,633
Female
23
1
40
0
< 1 Year
Yes
2,630
152
21
0
91,414
Male
22
1
15
0
< 1 Year
Yes
39,596
152
147
0
176,148
Female
22
1
28
1
< 1 Year
No
41,404
152
34
0
281,524
Male
78
1
48
1
> 2 Years
Yes
2,630
15
282
0
310,929
Female
21
1
15
0
< 1 Year
Yes
35,599
160
135
0
339,450
Male
50
1
28
0
1-2 Year
Yes
34,022
26
135
0
252,213
Male
40
1
28
0
1-2 Year
Yes
42,730
124
212
0
372,002
Female
25
1
15
0
< 1 Year
Yes
31,607
152
69
0
158,736
Male
33
1
21
1
< 1 Year
No
31,754
152
13
0
204,726
Female
27
1
29
1
< 1 Year
No
53,836
152
18
0
128,092
Female
25
1
15
0
< 1 Year
No
2,630
152
268
0
144,274
Male
36
1
8
1
1-2 Year
No
2,630
157
41
0
326,627
Male
44
1
41
1
1-2 Year
No
15,980
26
263
0
154,235
Female
23
1
30
1
< 1 Year
No
28,020
157
31
0
433,207
Male
23
1
28
1
< 1 Year
No
83,589
152
116
0
328,749
Male
42
1
28
1
1-2 Year
No
41,787
124
253
0
482,139
Female
42
1
28
0
1-2 Year
Yes
37,562
124
219
1
215,229
Male
33
1
50
1
< 1 Year
No
39,505
152
110
0
17,364
Male
21
1
15
0
< 1 Year
Yes
29,639
160
170
0
403,035
Male
22
1
11
1
< 1 Year
No
24,983
152
77
0
24,414
Female
42
1
28
0
1-2 Year
Yes
33,243
26
187
0
288,223
Male
56
1
24
0
1-2 Year
Yes
34,469
124
67
1
78,677
Female
24
1
15
1
< 1 Year
No
43,280
152
61
0
44,362
Male
21
1
8
0
< 1 Year
Yes
40,538
160
51
0
254,182
Female
37
1
28
0
1-2 Year
Yes
32,926
156
56
0
48,433
Female
26
1
28
1
< 1 Year
No
84,917
152
15
0
311,011
Female
47
1
28
0
1-2 Year
Yes
32,472
26
238
1
174,447
Male
31
1
46
0
< 1 Year
Yes
2,630
160
130
0
91,403
Male
46
1
50
0
1-2 Year
Yes
25,782
124
42
0
290,122
Male
69
1
46
1
1-2 Year
No
32,280
91
274
0
285,237
Male
60
1
8
1
1-2 Year
No
36,829
29
202
0
52,086
Female
49
1
28
0
1-2 Year
Yes
107,115
4
171
0
328,895
Male
42
1
28
0
1-2 Year
Yes
39,634
26
112
1
386,495
Male
52
1
28
1
1-2 Year
No
35,348
124
105
0
93,238
Male
55
1
8
0
> 2 Years
Yes
2,630
25
64
0
170,380
Male
27
1
33
1
< 1 Year
No
31,919
152
211
0
178,340
Male
49
1
28
0
1-2 Year
Yes
33,756
26
138
1
370,207
Male
59
1
41
0
1-2 Year
Yes
2,630
157
237
1
387,190
Female
23
1
47
1
< 1 Year
No
31,243
152
143
0
41,934
Female
44
1
8
1
1-2 Year
No
30,209
154
117
0
70,575
Male
27
1
25
1
< 1 Year
No
28,824
152
214
0
358,927
Male
25
1
15
1
< 1 Year
No
26,940
152
180
0
56,168
Male
35
1
28
0
1-2 Year
Yes
35,145
26
160
1
369,061
Male
22
1
6
1
< 1 Year
No
32,280
152
36
0
260,414
Male
36
1
28
0
1-2 Year
Yes
37,092
124
54
1
322,878
Male
52
1
28
0
1-2 Year
Yes
61,778
124
200
0
35,321
Female
69
1
28
0
> 2 Years
Yes
46,971
124
272
0
120,208
Female
34
1
34
1
1-2 Year
No
27,219
124
109
0
124,179
Male
65
1
28
1
1-2 Year
No
28,280
124
82
0
332,590
Male
25
1
8
1
< 1 Year
No
52,197
152
235
0
447,443
Male
65
1
41
1
1-2 Year
No
42,100
26
146
0