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
134,594
Female
20
1
10
0
< 1 Year
Yes
28,280
160
198
0
344,416
Female
51
1
29
0
1-2 Year
Yes
30,437
124
95
1
135,091
Male
35
1
47
1
1-2 Year
No
27,948
152
20
0
331,325
Female
70
1
48
0
1-2 Year
Yes
2,630
26
183
0
319,060
Male
22
1
8
1
< 1 Year
No
2,630
152
221
0
225,293
Female
52
1
28
0
1-2 Year
Yes
32,950
124
35
0
269,932
Male
59
1
28
0
1-2 Year
Yes
31,879
26
279
0
58,096
Male
21
1
8
1
< 1 Year
No
55,676
160
273
0
479,913
Male
46
1
21
1
1-2 Year
No
30,606
26
14
0
432,239
Female
23
1
35
1
< 1 Year
No
40,659
160
48
0
304,057
Female
21
1
47
1
< 1 Year
No
34,890
160
206
0
151,020
Female
46
1
10
1
1-2 Year
No
34,685
152
95
0
178,912
Male
58
1
41
1
1-2 Year
No
2,630
106
92
0
362,464
Female
42
1
28
0
1-2 Year
Yes
55,062
26
113
1
216,004
Female
63
1
28
0
1-2 Year
Yes
23,841
26
17
1
299,468
Male
24
1
28
0
1-2 Year
No
2,630
156
281
0
343,983
Female
47
1
8
0
1-2 Year
Yes
41,267
157
215
1
355,423
Female
69
1
28
0
> 2 Years
Yes
27,994
154
291
0
198,183
Female
41
1
49
0
1-2 Year
Yes
30,859
26
291
0
254,108
Female
25
1
8
1
< 1 Year
No
40,146
152
279
0
46,948
Male
38
1
36
1
1-2 Year
No
2,630
26
173
0
312,608
Male
27
1
15
1
< 1 Year
No
2,630
152
188
0
351,097
Male
23
1
30
1
< 1 Year
No
20,877
152
64
0
236,854
Male
28
1
23
1
< 1 Year
No
30,165
152
217
0
370,296
Female
28
1
19
1
< 1 Year
No
27,555
152
106
0
429,199
Male
54
1
11
0
1-2 Year
Yes
2,630
26
84
1
350,734
Male
36
1
19
0
1-2 Year
Yes
30,123
26
24
1
386,861
Female
24
1
11
1
< 1 Year
No
29,312
152
42
0
294,374
Male
45
1
8
0
1-2 Year
Yes
51,730
124
191
1
111,927
Female
22
1
28
0
< 1 Year
Yes
26,739
152
13
0
177,441
Male
25
1
41
1
< 1 Year
No
31,965
152
117
0
154,802
Male
54
1
28
0
1-2 Year
Yes
36,419
124
297
1
130,797
Male
68
1
15
1
1-2 Year
No
43,223
14
41
0
44,827
Male
38
1
11
0
1-2 Year
Yes
26,837
163
136
1
188,849
Female
69
1
28
1
1-2 Year
Yes
41,654
124
94
0
445,676
Female
40
1
29
1
1-2 Year
No
27,448
152
89
0
319,891
Female
65
1
9
0
> 2 Years
Yes
37,445
26
135
0
248,632
Female
20
1
8
1
< 1 Year
No
45,589
160
25
0
150,679
Male
27
1
30
1
< 1 Year
No
19,817
152
68
0
414,147
Male
30
1
28
0
< 1 Year
Yes
24,019
124
188
1
160,202
Male
36
1
33
0
1-2 Year
Yes
28,814
124
41
0
177,250
Female
71
1
50
1
1-2 Year
No
29,936
8
223
0
374,867
Female
23
1
8
1
< 1 Year
No
46,598
26
242
0
411,219
Male
32
1
30
0
1-2 Year
Yes
36,650
26
253
1
121,351
Male
57
1
25
0
1-2 Year
Yes
34,729
155
228
0
377,312
Male
48
1
8
0
> 2 Years
Yes
55,920
124
135
1
109,413
Male
42
1
13
0
1-2 Year
Yes
23,095
26
65
1
20,201
Female
36
1
28
0
1-2 Year
Yes
30,772
26
266
1
24,811
Male
23
1
29
1
< 1 Year
No
29,441
152
47
0
60,761
Male
72
1
28
1
1-2 Year
No
2,630
61
60
0
103,829
Female
57
1
50
1
1-2 Year
Yes
41,160
8
263
0
302,128
Female
28
1
28
1
< 1 Year
No
30,929
152
193
0
28,184
Male
21
1
15
1
< 1 Year
No
33,380
152
105
0
272,756
Male
24
1
28
1
< 1 Year
No
69,752
26
250
0
82,007
Female
28
1
32
1
< 1 Year
No
2,630
152
114
0
361,634
Male
25
1
8
1
< 1 Year
No
27,299
152
169
0
359,048
Male
59
1
28
0
1-2 Year
Yes
41,638
124
155
0
76,016
Male
40
1
35
1
1-2 Year
No
2,630
124
165
0
205,908
Female
64
1
8
1
1-2 Year
No
39,745
152
297
0
63,050
Male
24
1
49
0
< 1 Year
No
28,990
152
23
0
308,063
Male
42
1
26
1
1-2 Year
Yes
2,630
156
108
0
260,497
Female
22
1
37
0
< 1 Year
Yes
20,301
152
39
0
37,404
Male
50
1
28
0
1-2 Year
Yes
39,758
150
256
0
267,615
Male
68
1
28
0
> 2 Years
Yes
45,064
26
243
0
452,511
Female
25
1
30
1
< 1 Year
No
25,879
152
17
0
311,590
Female
50
1
8
1
1-2 Year
No
44,275
122
46
0
23,245
Male
48
1
28
0
1-2 Year
No
67,394
155
211
0
293,240
Female
30
1
46
1
< 1 Year
No
42,948
152
144
0
269,206
Male
77
1
28
1
1-2 Year
Yes
46,250
55
247
0
369,930
Female
67
1
48
1
1-2 Year
No
2,630
124
133
0
129,308
Female
40
1
41
1
1-2 Year
No
27,687
26
177
0
30,713
Male
24
1
18
0
< 1 Year
Yes
33,658
152
125
1
108,730
Male
35
1
41
0
1-2 Year
Yes
2,630
26
126
1
101,298
Male
23
1
19
0
< 1 Year
No
27,277
152
95
0
315,688
Male
40
1
8
0
1-2 Year
Yes
35,819
124
176
0
131,575
Female
48
1
8
0
1-2 Year
Yes
83,869
26
202
1
86,498
Male
21
1
46
1
< 1 Year
No
19,225
160
68
0
136,632
Male
29
1
41
1
< 1 Year
No
42,408
152
34
0
293,636
Male
23
1
30
1
< 1 Year
No
2,630
152
32
0
15,576
Male
37
1
8
1
1-2 Year
No
54,274
124
167
0
314,838
Male
22
1
10
0
< 1 Year
Yes
30,163
152
182
0
313,632
Female
49
1
46
1
1-2 Year
No
33,586
160
226
0
39,572
Female
48
1
28
0
1-2 Year
Yes
29,026
26
169
1
249,567
Male
61
1
39
0
> 2 Years
Yes
29,316
26
136
0
209,114
Male
45
1
28
1
1-2 Year
No
39,563
26
101
0
274,771
Male
52
1
45
0
1-2 Year
Yes
30,084
122
19
0
21,815
Female
26
1
28
0
< 1 Year
Yes
34,857
152
11
0
363,411
Male
45
1
18
0
1-2 Year
Yes
27,472
124
140
0
117,485
Female
26
1
28
0
< 1 Year
Yes
2,630
124
35
0
195,131
Male
33
1
19
1
1-2 Year
No
37,522
124
19
0
323,332
Female
23
1
40
1
< 1 Year
No
39,801
152
254
0
493,640
Male
37
1
8
0
1-2 Year
Yes
30,581
124
267
1
170,947
Female
30
1
28
1
< 1 Year
No
28,433
152
128
0
457,341
Male
27
1
45
1
< 1 Year
No
22,090
152
110
0
21,855
Male
25
1
3
1
< 1 Year
No
37,811
152
116
0
277,687
Female
26
1
50
1
< 1 Year
No
34,838
152
155
0
152,783
Male
24
1
8
0
< 1 Year
Yes
39,416
152
167
0
16,192
Female
74
1
41
0
1-2 Year
Yes
24,294
124
159
0
128,203
Male
45
1
18
1
1-2 Year
No
2,630
124
287
0
34,482
Male
33
1
30
1
< 1 Year
No
28,249
152
107
0