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
68,951
Male
37
1
23
0
1-2 Year
Yes
27,903
124
186
0
441,825
Female
21
1
30
1
< 1 Year
No
51,497
152
187
0
109,831
Male
64
1
28
0
1-2 Year
Yes
37,622
122
41
0
262,959
Female
24
1
47
0
< 1 Year
Yes
49,219
152
280
0
134,229
Male
27
1
17
1
< 1 Year
No
36,474
26
119
0
281,956
Male
48
1
28
1
1-2 Year
No
44,998
26
195
0
6,359
Male
56
1
28
1
1-2 Year
No
24,572
52
146
0
4,142
Female
24
1
37
0
< 1 Year
No
33,585
152
257
0
417,572
Female
27
1
30
1
< 1 Year
No
21,873
152
281
0
240,117
Female
36
1
28
0
1-2 Year
Yes
71,428
26
129
1
330,042
Male
35
1
30
1
1-2 Year
No
31,588
152
275
0
353,525
Female
27
1
37
1
< 1 Year
No
41,154
152
32
0
380,507
Female
70
1
28
0
1-2 Year
Yes
2,630
124
265
0
185,234
Female
21
1
49
0
< 1 Year
Yes
30,087
160
12
0
307,005
Female
27
1
36
1
< 1 Year
No
2,630
152
193
0
441,608
Female
50
1
28
1
1-2 Year
No
49,003
26
62
0
256,395
Female
24
1
6
1
< 1 Year
No
18,864
152
282
0
467,229
Male
56
1
6
0
> 2 Years
Yes
35,794
26
275
1
40,542
Female
57
1
26
0
1-2 Year
Yes
29,678
26
258
0
114,979
Female
64
1
28
0
1-2 Year
Yes
23,219
26
190
0
303,332
Male
49
1
27
1
1-2 Year
No
33,360
124
94
0
333,827
Male
51
1
28
0
1-2 Year
Yes
54,308
124
259
0
142,403
Male
26
1
2
1
< 1 Year
No
19,450
152
237
0
325,118
Female
27
1
28
1
< 1 Year
No
21,375
152
63
0
234,015
Male
70
1
28
0
> 2 Years
Yes
69,094
25
65
0
355,381
Male
52
1
41
0
1-2 Year
No
31,684
26
277
0
259,652
Female
57
1
28
1
1-2 Year
No
54,086
25
39
0
362,886
Male
24
1
14
1
< 1 Year
No
26,276
152
222
0
223,291
Female
35
1
8
0
1-2 Year
Yes
33,577
26
80
0
222,729
Male
57
1
28
0
1-2 Year
Yes
57,313
55
63
0
235,235
Male
50
1
8
0
1-2 Year
Yes
43,985
154
179
0
191,592
Male
26
1
16
0
1-2 Year
Yes
38,555
124
150
0
86,073
Male
20
1
3
0
< 1 Year
Yes
39,682
160
206
0
155,173
Female
33
1
8
1
1-2 Year
No
52,648
124
90
0
110,928
Female
22
1
2
1
< 1 Year
No
31,566
152
35
0
342,454
Male
46
1
28
0
1-2 Year
Yes
28,742
124
183
0
39,014
Female
44
1
28
0
1-2 Year
Yes
31,782
26
219
1
50,659
Male
61
1
5
1
1-2 Year
No
29,307
26
162
0
345,760
Male
31
1
41
0
1-2 Year
Yes
36,059
154
135
1
348,794
Male
47
1
28
0
1-2 Year
Yes
41,671
122
75
0
452,578
Female
24
1
5
1
< 1 Year
No
27,925
152
205
0
182,157
Female
38
1
28
0
1-2 Year
Yes
37,578
157
220
1
151,905
Male
54
1
28
0
1-2 Year
Yes
31,507
26
160
1
264,091
Male
50
1
28
1
1-2 Year
No
100,445
122
132
0
36,480
Male
39
1
3
0
1-2 Year
Yes
2,630
124
240
1
154,269
Female
29
1
28
0
< 1 Year
No
2,630
1
151
0
384,717
Female
23
1
8
1
< 1 Year
No
33,446
152
81
0
46,666
Male
61
1
28
0
> 2 Years
Yes
52,519
26
198
1
138,455
Male
42
1
28
0
1-2 Year
No
2,630
124
244
0
183,523
Female
41
1
28
0
1-2 Year
Yes
25,317
124
37
0
327,699
Female
22
1
21
1
< 1 Year
No
24,355
152
275
0
26,355
Female
39
1
50
1
1-2 Year
Yes
42,346
30
125
0
325,754
Female
40
1
28
1
1-2 Year
No
40,584
124
87
0
244,645
Female
38
1
50
1
1-2 Year
No
29,981
152
221
0
126,611
Female
25
1
36
1
< 1 Year
No
30,879
152
111
0
299,387
Female
30
1
39
0
1-2 Year
Yes
2,630
157
261
0
416,872
Female
35
1
33
0
1-2 Year
Yes
2,630
157
259
1
50,131
Male
37
1
3
0
1-2 Year
Yes
24,673
124
232
1
235,079
Male
49
1
41
1
1-2 Year
No
30,097
124
276
0
212,824
Male
23
1
46
1
< 1 Year
No
27,234
160
241
0
256,957
Male
71
1
41
0
1-2 Year
Yes
52,436
26
61
0
354,298
Female
63
1
28
0
> 2 Years
Yes
57,940
26
220
1
119,524
Female
21
1
46
0
< 1 Year
Yes
34,240
152
290
0
340,930
Male
69
1
41
1
1-2 Year
No
41,647
19
229
0
272,505
Female
27
1
14
1
< 1 Year
No
44,940
152
116
0
88,167
Male
25
1
28
1
< 1 Year
No
70,515
152
160
0
255,110
Female
21
1
6
1
< 1 Year
No
24,094
152
259
0
237,477
Male
70
1
14
1
1-2 Year
No
28,490
124
180
0
67,575
Male
41
1
8
0
1-2 Year
Yes
32,742
124
139
0
297,790
Male
69
1
28
0
1-2 Year
Yes
86,943
124
71
0
447,484
Female
57
1
28
0
1-2 Year
Yes
31,823
26
294
1
138,982
Female
23
1
49
0
< 1 Year
Yes
32,149
152
59
0
570
Male
37
1
30
0
1-2 Year
Yes
29,934
26
141
0
32,086
Male
47
1
30
0
1-2 Year
Yes
2,630
154
28
0
359,405
Male
40
1
28
0
> 2 Years
Yes
32,921
26
223
1
113,572
Male
22
1
17
1
< 1 Year
No
69,426
152
31
0
123,595
Female
25
1
35
1
< 1 Year
No
47,425
152
189
0
108,633
Male
71
1
50
1
1-2 Year
No
28,667
8
259
0
121
Male
39
1
3
0
1-2 Year
Yes
37,239
26
216
1
6,309
Male
49
1
45
0
1-2 Year
Yes
23,995
26
289
0
15,329
Male
55
1
50
1
1-2 Year
No
29,428
8
30
0
169,676
Female
25
1
15
1
< 1 Year
No
26,432
152
206
0
191,043
Female
44
1
39
1
1-2 Year
No
30,231
52
220
0
175,556
Male
20
1
21
0
< 1 Year
No
2,630
160
62
0
315,162
Female
23
1
45
0
< 1 Year
Yes
30,125
152
159
0
234,047
Female
23
1
8
0
< 1 Year
Yes
33,161
152
11
0
258,405
Male
23
1
17
0
< 1 Year
Yes
34,108
124
268
0
316,372
Male
25
1
8
1
< 1 Year
No
2,630
160
86
0
481,534
Male
24
1
29
1
< 1 Year
No
27,009
152
246
0
395,866
Male
49
1
28
0
1-2 Year
Yes
31,194
26
25
1
253,236
Female
46
1
28
0
1-2 Year
Yes
37,627
124
210
0
15,083
Female
61
1
10
0
1-2 Year
Yes
2,630
122
157
1
303,559
Male
49
1
20
0
1-2 Year
Yes
2,630
124
107
0
278,693
Female
45
1
28
0
1-2 Year
Yes
47,436
122
96
1
85,654
Male
63
1
28
1
1-2 Year
No
31,952
124
67
0
267,357
Male
29
1
15
0
< 1 Year
Yes
2,630
152
154
0
188,598
Male
43
1
28
1
1-2 Year
No
41,520
26
38
0
245,740
Female
37
1
28
0
1-2 Year
Yes
39,766
124
144
0
50,921
Female
26
1
11
1
< 1 Year
No
26,877
152
52
0
482,132
Female
68
1
28
1
1-2 Year
No
54,218
26
26
0