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
222,490
Male
26
1
28
0
< 1 Year
Yes
32,210
163
272
0
86,998
Female
25
1
50
0
< 1 Year
Yes
52,737
152
279
0
288,409
Female
74
1
28
0
1-2 Year
Yes
43,091
157
225
0
195,016
Male
23
1
8
1
< 1 Year
No
31,426
151
111
0
173,488
Female
51
1
46
0
1-2 Year
Yes
26,241
154
165
1
232,937
Male
21
1
33
0
< 1 Year
Yes
29,296
152
108
0
462,031
Female
35
1
50
1
1-2 Year
No
30,517
152
269
0
483,564
Female
23
1
10
1
< 1 Year
No
26,108
152
176
0
322,294
Female
41
1
10
0
1-2 Year
No
2,630
124
176
0
84,496
Male
23
1
15
0
< 1 Year
No
32,945
152
107
0
170,015
Male
82
1
28
0
1-2 Year
Yes
31,129
124
152
1
215,703
Male
48
1
6
0
1-2 Year
Yes
30,367
26
273
0
274,946
Male
25
1
13
0
< 1 Year
Yes
32,899
152
54
0
332,793
Female
24
1
11
0
< 1 Year
Yes
2,630
152
287
0
231,733
Male
23
1
14
0
< 1 Year
Yes
29,384
153
35
0
160,168
Male
79
1
28
1
1-2 Year
No
47,721
124
131
0
410,555
Female
23
1
46
1
< 1 Year
No
30,212
152
94
0
355,118
Male
21
1
43
0
< 1 Year
Yes
2,630
163
165
0
322,078
Male
42
1
28
0
1-2 Year
Yes
44,683
59
29
1
15,291
Male
40
1
8
0
1-2 Year
Yes
35,711
124
95
0
65,190
Male
44
1
28
0
1-2 Year
Yes
45,077
156
26
0
151,784
Female
23
1
49
0
< 1 Year
Yes
2,630
152
76
0
341,526
Male
60
1
28
0
1-2 Year
Yes
46,612
124
148
0
90,595
Female
64
1
28
0
1-2 Year
Yes
2,630
31
93
0
106,132
Male
21
1
39
0
< 1 Year
Yes
31,076
160
79
0
128,540
Male
42
1
28
0
1-2 Year
Yes
38,345
163
87
0
219,164
Male
35
1
47
0
1-2 Year
Yes
36,127
163
125
1
154,012
Female
42
1
28
0
1-2 Year
Yes
44,420
124
196
0
503,428
Male
25
1
47
1
< 1 Year
No
34,004
152
280
0
361,699
Female
54
1
28
0
1-2 Year
Yes
44,353
52
226
0
405,567
Female
29
1
41
1
< 1 Year
No
37,898
152
125
0
460,161
Female
48
1
28
0
1-2 Year
Yes
36,952
26
206
1
74,002
Male
37
1
30
0
1-2 Year
Yes
27,544
154
43
0
331,757
Male
58
1
23
1
1-2 Year
Yes
27,055
124
91
0
241,041
Female
56
1
28
0
> 2 Years
Yes
30,217
124
259
1
176,720
Male
43
1
28
0
1-2 Year
Yes
39,440
31
234
0
444,958
Female
22
1
28
1
< 1 Year
No
58,803
152
262
0
226,265
Female
22
1
46
1
< 1 Year
No
36,323
160
169
0
498,129
Male
23
1
29
1
< 1 Year
No
24,495
152
181
0
23,720
Female
52
1
33
1
1-2 Year
No
52,053
26
231
0
349,615
Male
24
1
50
1
< 1 Year
No
48,441
152
208
0
190,432
Male
48
1
33
0
1-2 Year
Yes
25,321
124
99
0
470,940
Female
33
1
45
0
1-2 Year
Yes
2,630
156
61
1
181,287
Male
27
1
50
1
< 1 Year
No
33,423
152
29
0
68,885
Male
29
1
5
1
< 1 Year
Yes
29,206
152
47
0
276,227
Female
47
1
28
0
1-2 Year
Yes
2,630
163
163
0
249,197
Female
61
1
28
1
1-2 Year
No
43,507
26
236
0
177,280
Male
41
1
28
1
1-2 Year
No
47,990
125
263
0
385,525
Male
42
1
3
0
1-2 Year
Yes
28,145
124
190
1
392,026
Female
34
1
28
0
1-2 Year
Yes
30,869
156
282
1
385,979
Female
25
1
24
1
< 1 Year
No
30,372
152
144
0
71,378
Male
44
1
28
0
1-2 Year
Yes
46,188
26
186
0
340,353
Female
63
1
28
1
1-2 Year
No
50,928
124
201
0
330,837
Female
36
1
33
1
1-2 Year
No
33,266
26
250
0
370,147
Male
76
1
8
1
1-2 Year
No
43,346
7
73
0
96,176
Female
50
1
37
0
1-2 Year
Yes
29,562
4
73
0
367,882
Female
61
1
28
0
1-2 Year
Yes
51,267
122
37
0
345
Female
21
1
29
1
< 1 Year
No
29,166
152
278
0
324,995
Female
61
1
8
0
1-2 Year
Yes
2,630
156
43
0
192,751
Female
35
1
13
0
1-2 Year
Yes
24,036
124
49
1
298,238
Female
21
1
36
0
< 1 Year
Yes
37,483
160
176
0
210,672
Female
25
1
36
1
< 1 Year
No
36,374
151
121
0
124,506
Female
24
1
37
0
< 1 Year
Yes
26,938
152
69
0
452,063
Male
27
1
29
1
< 1 Year
No
2,630
152
210
0
35,493
Female
22
1
28
0
< 1 Year
Yes
2,630
153
28
0
225,421
Female
39
1
8
0
1-2 Year
Yes
2,630
154
266
0
8,261
Male
48
1
28
0
> 2 Years
Yes
36,826
26
101
1
136,638
Male
23
1
33
1
< 1 Year
No
34,818
152
297
0
404,472
Female
30
1
46
1
< 1 Year
No
49,688
152
111
0
52,089
Male
31
1
3
0
1-2 Year
Yes
2,630
157
113
1
314,562
Male
28
1
18
0
< 1 Year
Yes
25,443
152
272
0
502,227
Female
23
1
6
1
< 1 Year
No
23,869
152
274
0
166,752
Female
25
1
10
1
< 1 Year
No
30,329
152
16
0
196,312
Male
25
1
46
0
< 1 Year
Yes
2,630
160
20
0
228,428
Male
20
1
50
0
< 1 Year
No
2,630
160
292
0
91,147
Female
24
1
6
1
< 1 Year
No
26,643
152
84
0
409,571
Female
48
1
28
1
1-2 Year
No
2,630
26
166
0
290,819
Female
22
1
10
1
< 1 Year
No
23,729
152
186
0
299,994
Male
25
1
37
0
< 1 Year
Yes
18,136
152
248
0
177,321
Male
67
1
46
1
1-2 Year
No
27,456
26
55
0
124,975
Male
44
1
8
0
1-2 Year
Yes
37,384
26
44
0
73,355
Female
46
1
47
0
1-2 Year
Yes
36,662
124
99
0
147,388
Female
47
1
8
0
1-2 Year
Yes
2,630
26
27
0
469,571
Male
36
1
28
1
1-2 Year
No
37,510
125
94
0
301,040
Male
35
1
35
1
1-2 Year
No
31,386
152
218
0
486,313
Male
37
1
35
0
1-2 Year
Yes
32,895
124
91
1
504,748
Male
34
1
27
0
1-2 Year
Yes
25,602
124
112
1
344,374
Female
56
1
29
1
1-2 Year
No
25,748
124
220
0
10,029
Male
63
1
4
1
1-2 Year
No
24,514
152
281
0
202,127
Male
30
1
34
0
< 1 Year
Yes
32,040
124
150
0
459,688
Male
46
1
36
0
1-2 Year
Yes
27,976
26
49
1
3,351
Female
25
1
47
1
< 1 Year
No
30,606
152
254
0
144,025
Male
29
1
28
0
1-2 Year
Yes
31,493
155
42
0
114,701
Male
64
1
28
0
1-2 Year
Yes
53,697
26
279
0
28,478
Female
41
1
3
1
1-2 Year
No
2,630
124
217
0
377,746
Female
37
1
14
0
1-2 Year
Yes
30,699
26
59
0
391,062
Female
44
1
28
1
1-2 Year
No
29,475
54
165
0
270,332
Male
37
1
28
0
1-2 Year
Yes
33,393
124
169
0
317,270
Female
53
1
28
0
1-2 Year
Yes
62,775
26
92
0
38,969
Female
25
1
46
0
< 1 Year
No
22,701
152
97
0