id
int64
0
1.2M
Age
float64
18
64
⌀
Gender
stringclasses
2 values
Annual Income
float64
1
150k
⌀
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
⌀
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
⌀
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
⌀
Vehicle Age
float64
0
19
⌀
Credit Score
float64
300
849
⌀
Insurance Duration
float64
1
9
⌀
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
26,200
32
Female
23,902
Divorced
3
Bachelor's
Unemployed
14.922756
Urban
Basic
1
2
667
2
2021-01-26 15:21:39.235012
Average
No
Weekly
House
181
26,201
53
Female
71,078
Divorced
4
High School
Self-Employed
31.058901
Suburban
Basic
0
14
417
5
2022-12-24 15:21:39.167099
Poor
Yes
Rarely
Condo
493
26,202
54
Male
34,405
Single
null
High School
Self-Employed
24.714225
Urban
Comprehensive
1
7
null
8
2023-03-21 15:21:39.192212
Good
No
Daily
Apartment
526
26,203
54
Male
61,341
Divorced
0
High School
Employed
28.766131
Suburban
Basic
2
15
659
2
2022-11-01 15:21:39.134960
Good
No
Daily
Apartment
39
26,204
26
Male
11,588
Single
1
High School
Employed
null
Suburban
Basic
1
16
null
7
2021-11-29 15:21:39.205850
Average
No
Daily
Apartment
1,483
26,205
63
Male
20,303
Single
2
Bachelor's
null
47.751668
Rural
Basic
2
13
518
5
2023-10-29 15:21:39.166062
Good
Yes
Monthly
House
647
26,206
47
Male
117,906
Single
3
High School
Employed
30.958873
Urban
Premium
0
15
707
5
2022-04-11 15:21:39.265513
Poor
No
Daily
Apartment
191
26,207
42
Male
688
Single
4
PhD
Unemployed
11.09772
Rural
Premium
null
4
695
1
2024-03-05 15:21:39.155231
null
Yes
Daily
House
2,128
26,208
48
Female
1,187
Single
1
High School
Employed
null
Suburban
Premium
0
16
null
5
2022-04-07 15:21:39.134960
Good
Yes
Monthly
Apartment
891
26,209
56
Male
61,905
Divorced
4
PhD
null
33.088913
Urban
Comprehensive
null
18
438
3
2023-10-09 15:21:39.196387
Poor
No
Rarely
Condo
2,750
26,210
60
Male
25,366
Divorced
null
High School
null
15.84537
Urban
Comprehensive
null
6
570
3
2023-08-16 15:21:39.237118
Poor
Yes
Rarely
House
1,725
26,211
21
Male
35,930
Single
1
PhD
Self-Employed
19.137968
Suburban
Comprehensive
1
19
386
5
2020-07-05 15:21:39.132191
Good
Yes
Daily
House
1,475
26,212
50
Male
2,417
Divorced
2
Master's
Unemployed
8.448618
Rural
Comprehensive
0
6
462
1
2020-12-30 15:21:39.197445
Poor
Yes
Weekly
Condo
31
26,213
59
Female
6,920
Divorced
3
PhD
null
16.493906
Suburban
Comprehensive
null
0
439
7
2023-07-05 15:21:39.134960
Poor
No
Weekly
Apartment
23
26,214
56
Female
23,991
Divorced
3
PhD
Unemployed
29.698423
Rural
Basic
2
17
488
6
2024-02-11 15:21:39.079128
Good
No
Rarely
Apartment
531
26,215
20
Male
1,035
Married
0
High School
Self-Employed
6.937233
Suburban
Comprehensive
2
18
302
9
2020-09-11 15:21:39.084065
Poor
Yes
Rarely
House
3,203
26,216
22
Male
71,888
Divorced
2
Bachelor's
Self-Employed
47.16687
Urban
Comprehensive
1
4
453
1
2021-09-05 15:21:39.192212
Good
No
Daily
House
1,606
26,217
48
Female
3,861
Married
2
Bachelor's
Employed
21.994879
Suburban
Premium
null
19
378
1
2020-09-18 15:21:39.095696
Good
No
Rarely
Condo
803
26,218
46
Male
47,926
Divorced
null
Bachelor's
null
25.836175
Urban
Premium
0
16
674
2
2022-05-19 15:21:39.155231
Good
No
Rarely
Condo
101
26,219
43
Male
null
Divorced
3
Master's
Self-Employed
6.073331
Rural
Comprehensive
1
9
742
4
2022-01-12 15:21:39.237118
null
No
Monthly
Condo
2,178
26,220
41
Female
2,788
Single
4
High School
Employed
20.923868
Urban
Comprehensive
2
17
674
6
2022-03-14 15:21:39.237118
Poor
Yes
Daily
Apartment
710
26,221
48
Female
45,275
Divorced
3
Bachelor's
Self-Employed
24.397829
Rural
Basic
0
12
483
3
2020-03-22 15:21:39.155231
Average
Yes
Rarely
Apartment
88
26,222
20
Male
15,107
Divorced
1
High School
Unemployed
48.141256
Rural
Premium
0
0
null
5
2022-07-02 15:21:39.171102
Good
Yes
Monthly
House
1,112
26,223
55
Male
126,938
Divorced
4
Bachelor's
null
24.89876
Rural
Basic
2
19
591
9
2022-12-29 15:21:39.265513
null
Yes
Weekly
House
1,804
26,224
52
Male
25,011
Divorced
4
Bachelor's
null
22.922985
Rural
Premium
null
13
null
9
2020-03-02 15:21:39.155231
Poor
Yes
Weekly
House
586
26,225
47
Male
18,113
Married
4
Master's
Employed
7.522844
Rural
Premium
0
14
758
7
2022-10-06 15:21:39.091080
Poor
Yes
Monthly
Condo
951
26,226
30
Male
870
Single
0
PhD
null
33.992156
Urban
Comprehensive
1
18
766
4
2019-09-29 15:21:39.146733
Average
No
Daily
Condo
27
26,227
40
Male
96,736
Single
3
Master's
null
33.542117
Rural
Basic
null
2
null
6
2021-09-03 15:21:39.194829
Average
Yes
Monthly
House
161
26,228
33
Male
29,146
Single
4
High School
null
20.857606
Suburban
Comprehensive
0
10
757
5
2021-10-12 15:21:39.194829
Poor
No
Daily
House
553
26,229
36
Female
2,894
Divorced
3
High School
Unemployed
34.653877
Suburban
Comprehensive
null
14
751
1
2020-03-26 15:21:39.257696
null
Yes
Weekly
Condo
1,072
26,230
25
Female
21,278
Divorced
0
High School
Self-Employed
15.658699
Urban
Basic
null
0
848
1
2023-03-19 15:21:39.174719
Average
Yes
Weekly
Condo
2,388
26,231
50
Male
131,046
Single
0
PhD
null
21.671545
Suburban
Premium
null
9
null
4
2021-10-02 15:21:39.155231
Good
No
Daily
House
50
26,232
22
Female
null
Single
3
Master's
Employed
7.819667
Suburban
Basic
null
12
387
1
2022-03-23 15:21:39.237118
Average
No
Weekly
House
2,120
26,233
33
Female
17,237
Single
4
Master's
null
45.637862
Urban
Premium
0
12
null
2
2023-03-11 15:21:39.134960
Average
Yes
Rarely
House
1,197
26,234
33
Male
7,892
Married
1
Bachelor's
Self-Employed
25.011479
Rural
Comprehensive
0
13
null
7
2020-09-14 15:21:39.237118
Poor
Yes
Monthly
House
809
26,235
47
Male
17,091
Single
0
High School
Unemployed
41.59082
Suburban
Premium
0
3
null
2
2019-09-10 15:21:39.094752
Average
Yes
Weekly
House
816
26,236
28
Male
23,952
Married
3
PhD
Self-Employed
5.039853
Suburban
Premium
1
8
838
9
2020-02-10 15:21:39.134960
Poor
Yes
Daily
Condo
1,090
26,237
49
Male
2,470
Married
2
PhD
Unemployed
31.37942
Suburban
Comprehensive
0
6
429
4
2020-06-05 15:21:39.245086
Poor
Yes
Monthly
Apartment
738
26,238
22
Male
38,255
Married
4
Bachelor's
null
27.12563
Rural
Premium
2
12
null
5
2019-10-08 15:21:39.213373
Good
Yes
Rarely
Condo
2,188
26,239
18
Male
5,902
Single
4
High School
Employed
46.992945
Suburban
Comprehensive
0
13
null
2
2021-11-18 15:21:39.126661
Poor
Yes
Weekly
Condo
2,513
26,240
28
Female
110,069
Single
0
Bachelor's
Employed
39.718437
Suburban
Comprehensive
null
2
328
4
2019-10-03 15:21:39.246098
Average
No
Monthly
Apartment
1,325
26,241
61
Female
9,097
Single
0
Master's
null
21.066813
Urban
Basic
0
19
731
9
2022-11-07 15:21:39.148733
Poor
No
Weekly
House
946
26,242
18
Male
43,826
Single
4
Bachelor's
null
25.527125
Rural
Basic
1
12
806
2
2021-12-20 15:21:39.192212
Average
Yes
Weekly
Apartment
671
26,243
23
Male
73,059
Divorced
3
PhD
null
46.158886
Suburban
Premium
null
13
441
8
2020-07-22 15:21:39.279729
Average
Yes
Daily
Condo
679
26,244
27
Male
113,433
Married
3
High School
Unemployed
50.14988
Suburban
Basic
2
12
467
7
2024-04-11 15:21:39.185215
Poor
Yes
Monthly
Apartment
1,678
26,245
28
Female
61,502
Married
2
Bachelor's
Self-Employed
32.256093
Rural
Basic
0
6
626
9
2024-03-02 15:21:39.082499
Average
No
Rarely
House
66
26,246
61
Female
95,984
Married
1
Bachelor's
Employed
6.994673
Urban
Basic
null
16
336
9
2022-08-24 15:21:39.095696
Average
Yes
Daily
House
562
26,247
44
Male
40,888
Single
4
PhD
null
41.638937
Rural
Comprehensive
1
12
438
8
2022-05-31 15:21:39.220389
Good
Yes
Daily
Apartment
300
26,248
18
Female
45,413
Divorced
2
PhD
Unemployed
13.910956
Suburban
Premium
1
17
673
3
2021-08-02 15:21:39.181605
Average
No
Daily
Condo
1,175
26,249
51
Male
82,295
Divorced
null
PhD
Employed
22.817483
Urban
Premium
0
18
333
6
2021-05-15 15:21:39.105504
Good
No
Weekly
Condo
339
26,250
55
Female
7,073
Married
2
High School
null
20.922722
Suburban
Comprehensive
null
11
794
4
2020-08-24 15:21:39.182597
Poor
No
Daily
Apartment
1,072
26,251
57
Female
46,469
Married
4
Master's
Employed
17.683586
Suburban
Comprehensive
3
13
674
9
2022-07-05 15:21:39.193945
Average
Yes
Rarely
Condo
2,238
26,252
39
Male
39,741
Single
2
Bachelor's
Employed
31.867408
Urban
Premium
1
14
817
3
2022-05-09 15:21:39.283783
null
Yes
Monthly
Condo
838
26,253
48
Female
29,113
Married
4
Master's
Employed
20.10475
Rural
Comprehensive
null
15
null
1
2021-07-22 15:21:39.166062
Average
Yes
Daily
Apartment
867
26,254
27
Female
42,266
Divorced
null
Bachelor's
null
19.519814
Suburban
Premium
0
4
695
8
2024-02-01 15:21:39.186212
Average
Yes
Rarely
Condo
82
26,255
60
Female
2,663
Married
2
Master's
Employed
17.292818
Rural
Premium
2
9
null
6
2023-06-25 15:21:39.134960
Poor
Yes
Daily
House
434
26,256
19
Female
56,330
Single
3
PhD
Unemployed
46.822757
Urban
Premium
null
13
495
5
2021-12-04 15:21:39.182597
Average
Yes
Monthly
Condo
98
26,257
46
Female
81,205
Single
1
PhD
null
7.015624
Suburban
Comprehensive
2
15
476
2
2023-07-29 15:21:39.276901
Good
No
Rarely
Condo
130
26,258
53
Female
104,987
Married
1
PhD
null
36.310738
Suburban
Comprehensive
null
18
474
3
2022-02-27 15:21:39.179186
Poor
No
Monthly
Condo
2,095
26,259
29
Female
12,164
Divorced
0
High School
null
22.076368
Rural
Comprehensive
null
15
481
7
2019-12-20 15:21:39.253660
Good
No
Rarely
House
807
26,260
23
Female
43,729
Married
0
PhD
null
43.734111
Urban
Comprehensive
null
2
690
4
2020-02-01 15:21:39.134960
Average
Yes
Daily
Condo
1,039
26,261
30
Female
51,510
Single
1
High School
Employed
15.716916
Suburban
Premium
null
12
330
8
2022-02-02 15:21:39.134960
Average
Yes
Weekly
House
37
26,262
64
Female
46,130
Single
2
High School
Self-Employed
18.807324
Rural
Comprehensive
0
13
738
3
2024-08-10 15:21:39.223901
null
No
Weekly
House
780
26,263
40
Female
73,435
Single
0
High School
Self-Employed
30.494784
Suburban
Comprehensive
3
12
484
5
2021-07-04 15:21:39.174719
Average
No
Rarely
House
726
26,264
54
Female
2,817
Married
4
Master's
Employed
35.936354
Suburban
Basic
1
14
null
3
2021-09-15 15:21:39.131192
Poor
Yes
Rarely
Condo
394
26,265
28
Male
4,813
Divorced
3
PhD
null
3.912103
Suburban
Comprehensive
3
8
547
8
2023-08-28 15:21:39.248098
Good
Yes
Monthly
House
996
26,266
48
Female
29,102
Divorced
2
High School
Self-Employed
23.895222
Urban
Comprehensive
null
14
639
4
2019-12-15 15:21:39.168099
Good
Yes
Rarely
Condo
49
26,267
58
Female
1,464
Single
2
Master's
Self-Employed
52.698528
Suburban
Premium
null
19
584
8
2021-07-24 15:21:39.118178
Average
Yes
Daily
House
854
26,268
26
Male
56,937
Married
0
PhD
Unemployed
5.338401
Suburban
Comprehensive
3
11
309
3
2023-01-25 15:21:39.111551
Good
No
Weekly
Apartment
681
26,269
60
Male
31,913
Divorced
0
PhD
Unemployed
19.206251
Urban
Comprehensive
null
11
527
8
2020-03-01 15:21:39.150730
Good
Yes
Daily
Condo
1,077
26,270
40
Female
23,105
Single
2
Bachelor's
null
31.335845
Rural
Comprehensive
1
12
493
8
2022-07-03 15:21:39.196387
Good
No
Rarely
Apartment
324
26,271
58
Male
18,830
Divorced
4
Master's
null
25.90765
Suburban
Premium
1
4
437
1
2021-05-14 15:21:39.200452
Average
Yes
Rarely
Apartment
386
26,272
23
Male
12,983
Divorced
2
Bachelor's
Self-Employed
13.554977
Urban
Premium
1
6
685
2
2019-12-05 15:21:39.146733
Average
No
Monthly
Condo
589
26,273
28
Male
27,897
Married
2
High School
null
13.363318
Suburban
Comprehensive
null
7
661
9
2022-07-02 15:21:39.236064
Good
No
Rarely
Apartment
526
26,274
61
Male
45,903
Divorced
null
Bachelor's
Self-Employed
16.764893
Rural
Comprehensive
null
14
619
8
2019-10-02 15:21:39.098696
Average
Yes
Monthly
Apartment
881
26,275
43
Female
81,759
Married
null
Master's
null
51.751665
Rural
Premium
3
17
578
5
2019-09-15 15:21:39.080440
null
Yes
Rarely
Condo
1,683
26,276
30
Male
43,880
Married
2
High School
null
6.291228
Urban
Comprehensive
2
1
745
2
2023-08-11 15:21:39.279729
Average
Yes
Monthly
Apartment
1,414
26,277
55
Male
null
Single
3
PhD
Self-Employed
17.245323
Rural
Basic
3
9
359
6
2021-11-01 15:21:39.087123
Poor
No
Weekly
House
1,404
26,278
60
Male
112,220
Divorced
4
PhD
Self-Employed
37.754571
Urban
Comprehensive
0
2
513
1
2022-07-16 15:21:39.134960
Poor
No
Rarely
Apartment
219
26,279
19
Female
17,073
Single
2
Bachelor's
Self-Employed
12.151802
Suburban
Premium
1
4
488
8
2021-12-21 15:21:39.116179
Good
Yes
Daily
Condo
1,059
26,280
50
Female
17,962
Married
3
PhD
null
32.898933
Rural
Comprehensive
2
9
null
3
2021-12-27 15:21:39.288099
Good
Yes
Monthly
Condo
270
26,281
62
Male
null
Married
null
PhD
null
5.091312
Urban
Comprehensive
2
15
459
6
2020-12-21 15:21:39.206847
Poor
Yes
Rarely
Apartment
474
26,282
52
Female
22,534
Single
1
PhD
null
27.696699
Rural
Comprehensive
0
17
680
2
2021-08-08 15:21:39.133866
Good
Yes
Monthly
Apartment
1,658
26,283
31
Female
10,143
Married
1
Master's
Self-Employed
30.49474
Rural
Premium
1
5
677
6
2023-11-05 15:21:39.272456
Good
No
Daily
Condo
1,121
26,284
null
Male
81,213
Married
0
High School
Employed
null
Urban
Premium
2
8
547
4
2020-03-02 15:21:39.237118
Poor
No
Weekly
Apartment
1,133
26,285
60
Male
25,213
Single
0
Bachelor's
Employed
15.530768
Urban
Basic
0
13
627
2
2020-03-14 15:21:39.285112
Average
No
Monthly
Condo
665
26,286
null
Female
93,915
Divorced
0
PhD
Employed
32.447765
Suburban
Premium
0
12
410
2
2020-11-09 15:21:39.113566
Poor
No
Daily
House
882
26,287
58
Male
5,939
Divorced
null
PhD
Employed
14.127523
Suburban
Comprehensive
1
11
641
6
2020-03-24 15:21:39.095696
null
No
Rarely
Condo
614
26,288
63
Male
null
Divorced
2
PhD
Employed
53.491312
Rural
Comprehensive
1
7
656
3
2021-10-04 15:21:39.218388
Good
No
Rarely
House
2,102
26,289
36
Female
80,159
Divorced
4
High School
null
16.189326
Urban
Premium
null
9
491
4
2020-06-13 15:21:39.263607
Average
Yes
Daily
Apartment
291
26,290
61
Female
57,940
Single
1
Bachelor's
null
34.983997
Suburban
Basic
2
8
478
5
2021-11-08 15:21:39.213373
Average
No
Weekly
Condo
2,005
26,291
18
Female
59,727
Married
0
PhD
Self-Employed
9.438471
Suburban
Basic
0
16
393
4
2020-08-02 15:21:39.092127
Average
No
Daily
Condo
1,229
26,292
20
Male
98,242
Divorced
3
PhD
null
33.56694
Urban
Comprehensive
1
14
425
8
2019-12-31 15:21:39.155231
Poor
No
Weekly
Apartment
2,517
26,293
43
Female
6,261
Single
2
PhD
Unemployed
37.774316
Suburban
Comprehensive
1
7
null
3
2020-06-19 15:21:39.189223
Average
No
Daily
Apartment
20
26,294
40
Male
41,264
Divorced
3
Master's
null
26.040831
Suburban
Comprehensive
0
1
null
4
2023-04-04 15:21:39.134960
Poor
No
Weekly
Apartment
1,238
26,295
50
Female
957
Divorced
3
PhD
Self-Employed
34.660612
Urban
Basic
null
9
690
4
2020-03-20 15:21:39.274993
Average
Yes
Rarely
Condo
3,039
26,296
32
Male
26,113
Divorced
4
Bachelor's
null
43.722964
Suburban
Basic
0
4
748
4
2020-05-02 15:21:39.237118
Good
Yes
Monthly
Apartment
742
26,297
51
Female
134,404
Single
4
High School
Unemployed
16.358879
Suburban
Premium
null
1
804
8
2020-02-06 15:21:39.228521
Poor
No
Rarely
Apartment
343
26,298
48
Female
31,158
Divorced
0
PhD
null
22.91226
Urban
Basic
2
16
848
6
2021-03-15 15:21:39.265513
Good
Yes
Monthly
House
1,088
26,299
50
Male
9,736
Married
1
PhD
Employed
17.92223
Suburban
Premium
1
16
null
8
2022-02-05 15:21:39.201446
Poor
No
Weekly
Condo
425