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
241,618
Male
70
1
8
0
1-2 Year
Yes
76,646
26
15
0
282,261
Female
21
1
33
0
< 1 Year
Yes
28,743
152
106
0
143,377
Male
26
1
45
1
< 1 Year
No
21,256
152
257
0
64,547
Male
23
1
28
0
< 1 Year
Yes
24,990
152
269
0
279,783
Female
30
1
28
1
< 1 Year
No
42,407
152
268
0
476,654
Male
25
1
4
1
< 1 Year
No
35,019
152
123
0
503,149
Male
23
1
29
1
< 1 Year
No
27,096
152
54
0
438,582
Male
39
1
21
0
1-2 Year
Yes
25,586
163
253
1
405,432
Male
34
1
36
0
1-2 Year
Yes
2,630
157
131
1
397,409
Female
34
1
41
0
1-2 Year
Yes
25,325
124
61
1
416,124
Male
25
1
11
1
< 1 Year
No
29,524
160
39
0
423,199
Female
58
1
18
1
1-2 Year
No
39,613
11
229
0
408,812
Male
50
1
28
0
1-2 Year
Yes
30,812
26
109
1
413,938
Female
51
1
11
0
1-2 Year
Yes
30,152
14
162
1
3,284
Male
22
1
28
0
< 1 Year
Yes
70,574
152
176
0
295,800
Female
22
1
28
1
< 1 Year
No
38,400
152
188
0
174,140
Male
26
1
36
1
< 1 Year
Yes
2,630
152
200
1
296,935
Female
53
1
28
0
1-2 Year
Yes
51,043
55
153
0
125,067
Male
24
1
41
1
< 1 Year
No
58,695
152
110
0
307,489
Male
40
1
43
0
1-2 Year
Yes
36,472
124
190
0
121,160
Female
54
1
50
0
1-2 Year
Yes
36,308
26
210
0
345,129
Male
63
1
28
1
1-2 Year
No
38,567
26
182
0
173,737
Female
51
1
28
0
1-2 Year
Yes
38,857
26
45
1
279,777
Male
22
1
33
1
< 1 Year
No
30,872
152
83
0
132,940
Male
69
1
15
1
1-2 Year
No
28,350
26
263
0
89,710
Male
51
1
8
0
1-2 Year
Yes
45,466
26
66
0
468,764
Male
40
1
28
0
1-2 Year
Yes
2,630
124
198
1
154,923
Female
25
1
7
1
< 1 Year
No
45,286
152
128
0
294,988
Female
25
1
41
1
< 1 Year
No
31,954
152
74
0
427,454
Female
21
1
39
1
< 1 Year
No
22,110
152
97
0
400,711
Female
37
1
28
0
> 2 Years
Yes
41,800
124
161
1
205,153
Female
47
1
8
1
1-2 Year
No
25,960
124
130
0
23,934
Male
72
1
28
1
1-2 Year
No
31,170
25
275
0
125,722
Female
22
1
22
1
< 1 Year
No
28,856
152
13
0
232,770
Female
25
1
3
1
< 1 Year
No
24,184
152
81
0
304,062
Male
52
1
8
1
1-2 Year
No
2,630
26
57
0
290,499
Female
31
1
28
0
1-2 Year
Yes
60,152
26
67
0
275,187
Female
23
1
32
1
< 1 Year
No
29,310
152
25
0
406,803
Female
49
1
28
0
1-2 Year
Yes
39,514
26
56
1
132,552
Male
51
1
41
0
1-2 Year
Yes
2,630
124
52
1
150,057
Male
25
1
47
0
< 1 Year
No
38,746
152
250
0
411,302
Female
25
1
10
1
< 1 Year
No
24,323
152
202
0
154,145
Male
77
1
28
1
1-2 Year
No
36,150
26
122
0
261,360
Female
21
1
28
1
< 1 Year
No
68,406
152
127
0
455,664
Male
40
1
7
0
1-2 Year
Yes
2,630
124
277
1
142,346
Male
41
1
38
1
1-2 Year
No
2,630
124
210
0
54,778
Female
43
1
8
0
1-2 Year
Yes
43,435
26
43
0
280,236
Female
30
1
7
0
1-2 Year
Yes
2,630
157
236
0
238,066
Female
80
1
28
1
1-2 Year
No
32,563
29
155
0
176,165
Male
56
1
28
0
> 2 Years
Yes
55,271
26
209
1
160,814
Female
40
1
28
0
1-2 Year
Yes
26,522
124
23
1
505,662
Male
22
1
9
1
< 1 Year
No
32,042
26
155
0
130,221
Female
27
1
11
1
< 1 Year
No
24,896
152
24
0
306,235
Female
48
1
28
0
1-2 Year
Yes
48,013
26
80
1
409,236
Female
50
1
41
0
1-2 Year
Yes
39,740
124
259
1
127,930
Female
22
1
27
1
< 1 Year
No
39,360
152
80
0
287,892
Male
27
1
36
1
< 1 Year
No
2,630
152
268
0
133,340
Female
28
1
28
0
1-2 Year
Yes
2,630
158
154
1
277,061
Female
30
1
41
0
< 1 Year
Yes
37,187
124
138
1
101,349
Male
51
1
41
0
1-2 Year
Yes
39,709
124
41
1
377,291
Male
43
1
40
0
> 2 Years
Yes
30,278
26
105
1
159,230
Male
25
1
28
1
< 1 Year
No
48,995
152
111
0
322,944
Male
43
1
32
0
1-2 Year
Yes
36,696
124
277
1
10,438
Female
23
1
28
1
< 1 Year
No
54,904
152
182
0
485,659
Male
39
1
25
0
1-2 Year
Yes
2,630
155
96
1
454,908
Male
51
1
26
1
1-2 Year
No
27,206
22
164
0
122,996
Female
36
1
46
0
1-2 Year
Yes
22,438
124
78
1
137,190
Female
44
1
9
0
1-2 Year
Yes
39,411
124
211
0
58,507
Male
27
1
32
1
< 1 Year
No
2,630
152
72
0
158,498
Female
27
1
8
1
< 1 Year
No
39,947
152
261
0
30,189
Female
48
1
7
1
1-2 Year
No
2,630
26
148
0
39,681
Female
24
1
14
1
< 1 Year
No
26,950
152
159
0
59,069
Male
58
1
48
1
1-2 Year
No
2,630
15
128
0
467,101
Female
30
1
2
0
< 1 Year
Yes
35,088
31
258
1
320,157
Female
66
1
41
1
1-2 Year
No
48,236
124
53
0
30,879
Female
20
1
50
1
< 1 Year
No
27,411
160
173
0
257,062
Female
23
1
8
1
< 1 Year
No
34,372
152
55
0
425,133
Male
47
1
28
0
1-2 Year
Yes
32,961
122
70
1
305,515
Male
24
1
28
1
< 1 Year
Yes
88,806
152
196
0
203,756
Female
22
1
15
0
< 1 Year
No
2,630
160
263
0
312,870
Male
57
1
28
0
1-2 Year
Yes
39,414
26
183
0
290,522
Male
29
1
14
1
< 1 Year
No
36,018
152
144
0
186,641
Female
26
1
41
1
< 1 Year
No
20,017
152
22
0
434,992
Male
33
1
41
0
< 1 Year
Yes
2,630
157
67
1
136,280
Male
60
1
28
1
1-2 Year
No
28,256
124
20
0
63,027
Male
25
1
15
1
< 1 Year
No
30,953
152
255
0
444,103
Male
42
1
30
0
1-2 Year
Yes
2,630
156
125
1
137,122
Male
32
1
28
1
< 1 Year
No
50,455
152
215
0
481,994
Female
53
1
8
1
1-2 Year
No
35,817
152
161
0
284,277
Male
25
1
7
0
< 1 Year
No
2,630
152
118
0
221,804
Female
22
1
8
0
< 1 Year
Yes
23,758
152
253
0
336,462
Female
23
1
28
0
< 1 Year
Yes
34,720
152
251
0
200,311
Female
24
1
3
1
< 1 Year
No
26,406
152
199
0
191,533
Female
24
1
28
1
< 1 Year
No
59,139
152
295
0
230,095
Female
22
1
50
1
< 1 Year
No
37,337
152
83
0
336,788
Male
62
1
39
0
> 2 Years
Yes
43,976
124
132
0
66,154
Male
24
1
50
1
< 1 Year
No
28,318
152
68
0
165,095
Female
22
1
3
0
< 1 Year
Yes
39,376
152
252
0
77,698
Female
34
1
35
1
1-2 Year
No
25,761
124
189
0
125,691
Male
24
1
26
1
< 1 Year
No
40,778
152
179
0