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
34,921
Male
46
1
28
0
1-2 Year
Yes
27,374
124
234
0
377,501
Female
43
1
28
0
1-2 Year
Yes
45,013
124
107
0
204,039
Female
61
1
28
0
> 2 Years
Yes
42,996
124
137
0
438,000
Female
46
1
41
1
1-2 Year
No
25,768
124
272
0
255,346
Female
76
1
28
0
1-2 Year
Yes
31,794
3
113
1
181,938
Female
30
1
28
0
< 1 Year
Yes
2,630
157
50
0
84,680
Male
50
1
28
1
1-2 Year
No
27,406
13
111
0
317,685
Male
32
1
29
1
< 1 Year
No
2,630
152
188
0
316,984
Female
48
1
41
1
1-2 Year
No
22,020
26
254
0
243,146
Male
59
1
28
0
> 2 Years
Yes
2,630
124
181
0
471,279
Female
39
1
28
0
1-2 Year
Yes
28,687
124
152
1
124,306
Male
53
1
8
0
1-2 Year
Yes
37,931
26
126
0
13,279
Female
56
1
47
1
1-2 Year
No
33,639
16
78
0
135,492
Female
25
1
2
0
< 1 Year
Yes
31,678
26
52
0
296,205
Male
51
1
38
0
1-2 Year
Yes
2,630
157
222
1
336,314
Female
46
1
28
1
1-2 Year
No
33,427
124
247
0
388,360
Female
26
1
29
1
< 1 Year
No
40,719
152
104
0
292,888
Female
21
1
8
0
< 1 Year
Yes
35,489
152
212
1
10,772
Male
20
1
42
0
< 1 Year
No
2,630
160
112
0
22,560
Female
47
1
28
0
1-2 Year
Yes
40,398
26
37
1
194,295
Female
41
1
28
0
1-2 Year
Yes
40,489
124
267
1
208,203
Male
33
1
28
0
< 1 Year
Yes
28,136
26
273
1
265,877
Female
40
1
28
0
1-2 Year
Yes
29,267
122
173
0
140,512
Male
71
1
8
0
1-2 Year
Yes
34,979
4
84
0
387,609
Female
34
1
8
0
1-2 Year
Yes
44,658
124
50
1
114,097
Female
47
1
28
0
1-2 Year
Yes
2,630
157
236
0
23,866
Female
35
1
13
0
1-2 Year
Yes
25,238
26
296
1
91,476
Female
36
1
46
1
1-2 Year
No
27,909
124
191
0
13,528
Male
49
1
28
1
1-2 Year
No
38,349
124
94
0
224,964
Female
29
1
21
0
< 1 Year
Yes
23,575
152
271
0
275,704
Female
25
1
13
1
< 1 Year
No
25,784
152
239
0
87,438
Female
47
1
35
0
1-2 Year
No
20,316
124
167
0
48,777
Female
49
1
25
0
1-2 Year
Yes
2,630
163
225
1
201,916
Male
26
1
41
1
< 1 Year
No
26,034
152
222
0
484,284
Male
43
1
18
0
1-2 Year
Yes
54,111
26
243
1
126,858
Female
65
1
28
0
> 2 Years
Yes
28,994
26
180
0
189,255
Female
77
1
20
0
1-2 Year
No
2,630
124
285
0
297,582
Male
26
1
30
1
< 1 Year
No
26,148
152
56
0
112,655
Male
78
1
28
1
1-2 Year
No
2,630
122
187
0
145,581
Male
37
1
52
0
1-2 Year
Yes
38,649
26
287
0
33,008
Female
37
1
36
0
1-2 Year
Yes
37,500
52
107
1
466,933
Male
31
1
29
0
1-2 Year
Yes
2,630
157
69
1
79,499
Male
33
1
28
0
1-2 Year
No
51,964
124
243
0
97,236
Female
24
1
8
1
< 1 Year
No
52,641
152
167
0
292,376
Female
24
1
2
0
< 1 Year
No
23,978
152
193
0
314,914
Female
67
1
8
1
1-2 Year
No
2,630
152
119
0
67,934
Male
75
1
33
0
> 2 Years
Yes
30,151
26
129
0
191,210
Female
54
1
33
0
1-2 Year
Yes
34,374
124
58
0
274,419
Male
49
1
46
0
1-2 Year
Yes
26,991
26
297
0
196,637
Female
51
1
28
0
1-2 Year
No
30,204
157
11
0
372,312
Female
24
1
8
1
< 1 Year
No
28,094
151
296
0
14,871
Female
24
1
35
0
< 1 Year
Yes
29,306
152
95
0
257,638
Male
22
1
8
0
< 1 Year
No
2,630
152
135
0
322,858
Male
58
1
28
0
1-2 Year
Yes
54,393
124
76
0
54,849
Female
25
1
30
1
< 1 Year
No
23,266
152
69
0
381,614
Female
53
1
8
0
1-2 Year
Yes
2,630
157
215
1
471,345
Male
38
1
28
0
1-2 Year
Yes
40,159
124
189
1
179,008
Male
48
1
28
0
< 1 Year
No
2,630
1
238
0
229,009
Female
36
1
28
0
1-2 Year
No
2,630
156
267
0
344,744
Male
41
1
28
0
1-2 Year
Yes
49,016
25
162
0
144,193
Male
45
1
8
0
1-2 Year
Yes
36,421
26
194
1
341,971
Female
23
1
22
0
< 1 Year
Yes
36,207
151
66
0
321,407
Female
36
1
28
0
1-2 Year
No
26,283
31
143
0
167,729
Male
35
1
30
1
1-2 Year
No
28,213
152
75
0
342,615
Male
67
1
8
1
1-2 Year
No
50,681
26
92
0
319,234
Female
57
1
20
0
1-2 Year
Yes
2,630
124
194
0
120,140
Male
27
1
28
1
< 1 Year
No
35,764
152
48
0
108,991
Female
45
1
28
0
1-2 Year
Yes
31,312
154
126
1
346,814
Male
44
1
28
0
1-2 Year
Yes
49,260
26
272
0
116,626
Female
41
1
28
1
1-2 Year
No
23,150
124
184
0
18,074
Male
23
1
11
1
< 1 Year
No
32,896
152
170
0
199,581
Male
42
1
28
0
1-2 Year
Yes
31,547
26
38
0
192,244
Female
31
1
33
1
< 1 Year
No
19,226
152
146
0
441,777
Male
44
1
47
0
1-2 Year
Yes
36,151
26
132
1
159,893
Male
25
1
30
1
< 1 Year
No
22,457
152
284
0
47,098
Male
48
1
28
1
1-2 Year
No
49,376
52
231
0
146,041
Female
24
1
30
1
< 1 Year
No
25,808
152
186
0
118,191
Male
27
1
46
0
< 1 Year
Yes
2,630
157
264
1
163,408
Male
36
1
19
0
1-2 Year
Yes
31,416
124
210
1
384,961
Female
46
1
8
1
1-2 Year
No
2,630
124
148
0
228,165
Female
23
1
41
1
< 1 Year
No
29,065
152
43
0
254,263
Female
24
1
6
1
< 1 Year
No
22,990
152
38
0
14,107
Male
64
1
0
0
1-2 Year
No
2,630
26
297
0
337,971
Female
24
1
8
0
< 1 Year
No
31,552
152
61
0
62,933
Female
27
1
35
0
< 1 Year
Yes
36,736
24
102
1
125,739
Female
23
1
50
1
< 1 Year
No
21,490
152
163
0
455,002
Male
22
1
30
1
< 1 Year
No
25,030
152
218
0
148,443
Female
34
1
8
0
1-2 Year
Yes
49,301
154
186
0
256,290
Male
38
1
46
0
1-2 Year
Yes
47,109
124
83
1
269,148
Female
52
1
28
0
1-2 Year
No
45,895
124
150
0
98,533
Female
50
1
48
0
1-2 Year
Yes
2,630
26
56
0
241,576
Female
66
1
15
0
1-2 Year
Yes
24,272
152
140
0
399,100
Male
42
1
28
0
1-2 Year
Yes
33,246
124
219
1
340,456
Female
62
1
41
0
1-2 Year
Yes
2,630
156
217
1
415,489
Female
30
1
3
1
< 1 Year
No
31,130
152
90
0
263,918
Female
45
1
28
0
> 2 Years
Yes
52,499
124
142
0
399,857
Male
54
1
28
0
> 2 Years
Yes
2,630
26
55
1
452,650
Male
72
1
30
1
1-2 Year
No
24,412
152
106
0
363,615
Male
67
1
28
0
> 2 Years
Yes
45,405
55
16
0
289,527
Male
63
1
8
0
1-2 Year
Yes
69,034
124
58
0