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
277,277
Female
39
1
28
0
1-2 Year
Yes
26,087
26
182
0
203,695
Female
55
1
50
0
1-2 Year
Yes
52,530
8
147
0
118,053
Female
23
1
14
1
< 1 Year
No
29,275
152
197
0
391,956
Female
23
1
46
1
< 1 Year
No
18,980
160
250
0
42,348
Male
24
1
28
1
< 1 Year
No
55,670
155
31
0
88,086
Female
45
1
28
0
1-2 Year
Yes
26,769
61
36
0
368,946
Female
22
1
37
0
< 1 Year
Yes
25,349
152
15
0
244,119
Male
51
1
8
1
1-2 Year
No
27,505
29
38
0
204,829
Male
29
1
28
0
< 1 Year
Yes
33,221
152
15
0
184,291
Female
22
1
2
0
< 1 Year
Yes
34,794
152
35
0
82,456
Male
23
1
8
0
< 1 Year
No
34,130
160
176
0
487,681
Female
23
1
36
1
< 1 Year
No
30,042
152
104
0
287,767
Female
26
1
7
0
1-2 Year
Yes
2,630
156
20
0
10,622
Female
23
1
28
0
< 1 Year
Yes
43,958
152
281
0
149,342
Male
35
1
13
0
1-2 Year
Yes
27,069
152
131
0
52,674
Female
24
1
9
1
< 1 Year
No
33,603
152
41
0
140,430
Male
65
1
28
0
1-2 Year
Yes
35,228
122
291
0
180,555
Male
21
1
18
0
1-2 Year
Yes
21,855
154
299
0
323,399
Male
23
1
6
1
< 1 Year
No
23,006
152
193
0
419,583
Female
25
1
18
1
< 1 Year
No
35,624
152
148
0
27,302
Male
57
1
8
1
1-2 Year
No
30,765
26
125
0
79,260
Female
46
1
28
0
1-2 Year
Yes
2,630
26
198
1
112,024
Female
41
1
46
1
1-2 Year
No
34,773
124
98
0
355,365
Female
50
1
28
0
> 2 Years
Yes
39,806
26
169
0
216,065
Male
23
1
25
1
< 1 Year
No
22,642
151
71
0
432,596
Male
27
1
8
1
< 1 Year
No
39,245
152
243
0
116,685
Female
59
1
18
0
1-2 Year
Yes
32,328
124
48
1
152,547
Female
43
1
28
0
> 2 Years
Yes
2,630
124
39
0
413,609
Female
64
1
28
1
1-2 Year
No
44,071
125
209
0
407,913
Female
26
1
28
1
< 1 Year
No
42,202
152
145
0
144,700
Male
45
1
47
0
1-2 Year
Yes
2,630
156
198
0
422,683
Female
59
1
15
1
1-2 Year
No
34,260
152
140
0
217,528
Female
22
1
25
0
< 1 Year
Yes
35,395
152
146
0
475,679
Female
33
1
11
0
< 1 Year
Yes
2,630
26
164
1
402,915
Male
51
1
8
1
1-2 Year
No
32,817
30
65
0
55,889
Male
53
1
38
0
1-2 Year
No
25,385
124
60
1
80,663
Male
50
1
28
0
> 2 Years
Yes
44,073
26
104
0
352,123
Female
33
1
8
1
1-2 Year
No
2,630
26
139
0
449,278
Male
24
1
8
1
< 1 Year
No
37,565
152
158
0
126,094
Female
22
1
46
1
< 1 Year
No
44,951
152
270
0
145,500
Male
46
1
1
1
1-2 Year
No
2,630
26
232
0
179,533
Female
21
1
41
0
< 1 Year
No
2,630
152
200
0
411,234
Female
28
1
30
1
< 1 Year
No
25,730
152
219
0
163,581
Male
59
1
0
0
1-2 Year
Yes
2,630
26
100
1
37,818
Male
62
1
28
0
1-2 Year
No
39,978
26
45
0
135,718
Male
38
1
50
1
1-2 Year
No
2,630
26
243
0
207,157
Female
24
1
3
1
< 1 Year
No
2,630
152
11
0
71,470
Male
52
1
28
0
1-2 Year
Yes
52,824
24
200
0
475,182
Female
22
1
46
1
< 1 Year
No
31,569
152
137
0
195,390
Female
47
1
28
0
1-2 Year
Yes
30,058
163
176
1
57,073
Female
37
1
14
0
1-2 Year
No
25,134
26
286
1
347,251
Female
41
1
28
0
1-2 Year
Yes
28,511
54
144
0
80,463
Female
62
1
15
1
1-2 Year
No
37,981
151
77
0
136,191
Female
30
1
8
0
1-2 Year
Yes
2,630
157
89
1
194,838
Female
47
1
47
1
1-2 Year
No
26,791
152
279
0
200,320
Male
62
1
28
0
1-2 Year
Yes
59,168
124
183
0
401,004
Female
29
1
12
0
1-2 Year
Yes
34,557
124
274
1
233,389
Male
55
1
23
0
1-2 Year
Yes
34,625
124
290
0
104,013
Female
53
1
28
1
1-2 Year
No
34,189
24
163
0
256,401
Male
27
1
50
1
< 1 Year
No
38,597
152
282
0
104,031
Male
53
1
28
0
1-2 Year
Yes
45,220
26
152
0
197,436
Female
23
1
37
1
< 1 Year
No
30,520
152
267
0
357,171
Female
61
1
28
0
> 2 Years
Yes
2,630
122
231
0
450,981
Female
54
1
15
0
1-2 Year
Yes
37,828
26
212
1
462,032
Male
30
1
28
0
< 1 Year
Yes
31,907
55
199
1
303,979
Female
26
1
30
1
< 1 Year
No
18,580
152
232
0
68,748
Female
42
1
9
0
1-2 Year
Yes
33,449
26
120
0
200,853
Female
55
1
48
1
1-2 Year
No
2,630
26
170
0
89,519
Male
43
1
8
0
1-2 Year
Yes
28,873
154
99
0
295,787
Female
32
1
28
0
< 1 Year
Yes
67,472
26
201
1
346,347
Male
21
1
50
0
< 1 Year
No
18,770
160
291
0
211,623
Male
40
1
28
0
1-2 Year
No
33,627
124
128
0
22,947
Male
41
1
28
0
1-2 Year
Yes
40,230
122
68
1
27,585
Male
27
1
28
1
< 1 Year
No
22,097
152
27
0
275,617
Female
48
1
5
1
1-2 Year
No
27,726
26
98
0
288,259
Male
24
1
2
1
< 1 Year
No
26,817
152
162
0
17,741
Male
27
1
35
1
< 1 Year
No
27,790
152
213
0
223,640
Female
26
1
29
0
< 1 Year
Yes
40,865
152
231
0
11,441
Female
28
1
8
1
< 1 Year
No
48,388
152
67
0
161,441
Male
57
1
30
1
1-2 Year
No
31,108
124
292
0
175,792
Female
26
1
37
0
< 1 Year
Yes
41,580
152
48
0
50,564
Female
45
1
28
0
1-2 Year
Yes
36,305
26
54
1
262,510
Male
23
1
41
1
< 1 Year
No
33,375
152
15
0
28,271
Female
21
1
46
1
< 1 Year
No
25,715
160
174
0
82,667
Male
20
1
41
0
< 1 Year
Yes
2,630
156
222
1
160,940
Male
53
1
11
1
1-2 Year
No
36,002
26
230
0
28,909
Male
28
1
11
1
< 1 Year
No
23,226
152
215
0
64,349
Male
63
1
21
1
1-2 Year
No
30,454
152
30
0
168,536
Male
56
1
38
1
1-2 Year
No
27,401
124
95
0
354,426
Female
33
1
46
0
< 1 Year
Yes
25,689
163
250
0
66,143
Female
69
1
28
0
> 2 Years
Yes
37,840
26
140
0
420,457
Male
47
1
7
1
1-2 Year
No
2,630
26
24
0
387,526
Female
26
1
46
1
< 1 Year
No
28,520
152
242
0
353,544
Male
26
1
39
1
< 1 Year
No
34,376
152
78
0
38,835
Male
39
1
50
0
1-2 Year
Yes
37,026
64
267
0
63,784
Male
71
1
28
0
1-2 Year
Yes
90,834
26
101
1
18,274
Female
55
1
8
0
1-2 Year
Yes
57,927
26
131
1
409,093
Female
44
1
28
0
1-2 Year
Yes
57,879
156
90
1
283,463
Male
36
1
8
0
1-2 Year
Yes
43,423
124
112
1
76,101
Female
37
1
3
0
1-2 Year
Yes
38,007
124
47
1