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
38,300
40
Male
707
Divorced
4
High School
Self-Employed
30.746709
Suburban
Basic
null
14
438
1
2022-10-11 15:21:39.134960
Average
Yes
Rarely
Apartment
1,295
38,301
34
Male
58,550
Married
2
PhD
null
32.064001
Suburban
Basic
2
3
601
4
2020-02-29 15:21:39.148733
Average
No
Rarely
Condo
28
38,302
50
Male
41,143
Single
4
Master's
Self-Employed
34.517766
Rural
Basic
1
3
474
6
2023-01-02 15:21:39.147735
Poor
No
Daily
Condo
1,221
38,303
60
Female
15,506
Married
1
Bachelor's
Employed
10.286689
Rural
Basic
3
11
486
1
2019-11-09 15:21:39.102694
Average
Yes
Monthly
Condo
847
38,304
30
Male
37,881
Married
0
PhD
Unemployed
18.869469
Rural
Basic
null
17
772
4
2023-01-21 15:21:39.155231
Good
Yes
Daily
Apartment
612
38,305
35
Male
95,524
Married
0
High School
null
34.399997
Rural
Comprehensive
3
0
437
3
2023-05-24 15:21:39.217387
Good
Yes
Monthly
House
537
38,306
56
Male
85,959
Married
2
Master's
Self-Employed
15.84411
Rural
Premium
3
18
798
2
2021-01-21 15:21:39.106582
Good
No
Rarely
Condo
165
38,307
46
Female
92,884
Married
1
High School
Unemployed
12.275594
Rural
Premium
0
16
315
5
2022-03-17 15:21:39.266452
Average
Yes
Monthly
Apartment
225
38,308
61
Female
66,922
Divorced
4
Master's
Unemployed
18.065194
Urban
Comprehensive
1
6
552
4
2022-01-04 15:21:39.233485
Poor
Yes
Rarely
Apartment
100
38,309
44
Female
43,430
Divorced
2
PhD
Self-Employed
31.451638
Suburban
Premium
0
6
342
9
2020-12-31 15:21:39.252145
Good
Yes
Weekly
Apartment
2,253
38,310
51
Male
1,823
Single
0
High School
Self-Employed
45.936342
Urban
Premium
1
11
787
7
2020-04-26 15:21:39.279729
null
Yes
Rarely
House
23
38,311
45
Female
17,892
Divorced
3
High School
Unemployed
36.885514
Suburban
Comprehensive
1
4
668
1
2023-02-09 15:21:39.155231
Good
Yes
Weekly
Condo
998
38,312
55
Male
80,798
Divorced
null
Bachelor's
Self-Employed
36.683345
Urban
Premium
3
5
338
7
2022-07-03 15:21:39.276901
Poor
No
Monthly
Condo
1,653
38,313
31
Female
10,564
Single
1
Master's
Employed
8.782903
Rural
Premium
2
15
532
1
2020-02-21 15:21:39.129190
Average
No
Monthly
Condo
1,044
38,314
43
Female
2,424
Divorced
1
PhD
Unemployed
38.799733
Rural
Basic
0
1
329
7
2024-04-27 15:21:39.198406
Good
Yes
Daily
Condo
710
38,315
25
Female
27,984
Married
1
High School
null
31.972309
Rural
Basic
2
1
552
2
2021-06-29 15:21:39.256696
Average
No
Rarely
Apartment
2,549
38,316
26
Male
23,451
Married
0
Bachelor's
null
24.677827
Suburban
Comprehensive
1
8
586
1
2022-10-28 15:21:39.196387
Poor
No
Rarely
Apartment
49
38,317
41
Female
10,125
Divorced
0
Bachelor's
null
35.597504
Suburban
Basic
0
15
null
1
2021-09-07 15:21:39.192212
Poor
Yes
Daily
House
1,115
38,318
59
Female
4,564
Divorced
1
PhD
Employed
29.264586
Suburban
Premium
2
8
829
9
2022-01-04 15:21:39.172097
Good
No
Monthly
House
553
38,319
54
Male
34,240
Divorced
2
Master's
Unemployed
20.754977
Rural
Premium
0
19
656
6
2021-02-16 15:21:39.079128
Poor
Yes
Weekly
House
1,714
38,320
57
Female
16,076
Married
2
Master's
null
32.957284
Rural
Comprehensive
null
13
697
6
2022-09-19 15:21:39.125660
Good
Yes
Rarely
Condo
534
38,321
21
Female
6,943
Single
0
PhD
null
35.981606
Suburban
Comprehensive
null
19
726
5
2023-07-15 15:21:39.177724
Average
Yes
Daily
Apartment
528
38,322
34
Female
17,097
Divorced
2
Master's
Self-Employed
8.936998
Urban
Basic
1
0
479
8
2021-04-16 15:21:39.228521
Good
Yes
Weekly
Apartment
1,586
38,323
62
Male
89,997
Married
1
Master's
Self-Employed
24.763121
Rural
Comprehensive
null
18
334
3
2022-04-17 15:21:39.096739
Poor
Yes
Monthly
Apartment
850
38,324
50
Male
10,144
Divorced
1
PhD
null
26.926398
Urban
Premium
3
16
398
3
2020-02-12 15:21:39.267454
Average
Yes
Rarely
Apartment
471
38,325
36
Male
636
Married
3
PhD
Employed
6.997539
Urban
Premium
2
12
379
2
2024-07-13 15:21:39.214388
Average
No
Rarely
Condo
198
38,326
40
Male
62,851
Single
2
Bachelor's
null
25.663787
Urban
Premium
3
9
791
5
2022-12-26 15:21:39.155231
null
Yes
Daily
Apartment
564
38,327
39
Male
81,207
Single
0
High School
Employed
8.923351
Rural
Premium
5
12
332
9
2021-05-15 15:21:39.109552
Average
Yes
Daily
Apartment
744
38,328
18
Male
28,193
Divorced
3
Bachelor's
null
12.919032
Suburban
Basic
1
3
745
3
2021-10-31 15:21:39.230483
Poor
Yes
Daily
House
3,739
38,329
61
Female
7,086
Single
1
PhD
Unemployed
29.898113
Rural
Premium
2
19
840
9
2022-05-16 15:21:39.134960
Poor
No
Rarely
Apartment
209
38,330
40
Female
61,461
Single
3
Bachelor's
Self-Employed
25.874165
Suburban
Comprehensive
1
0
395
1
2020-07-16 15:21:39.079128
Good
Yes
Monthly
Apartment
1,395
38,331
62
Male
46,144
Married
0
Master's
Unemployed
40.176931
Urban
Comprehensive
1
0
801
6
2020-09-01 15:21:39.185215
Good
Yes
Monthly
Condo
946
38,332
61
Female
52,889
Divorced
0
PhD
null
7.99892
Rural
Premium
null
0
437
6
2019-12-17 15:21:39.236064
Poor
No
Monthly
Condo
1,725
38,333
47
Male
5,836
Divorced
0
PhD
Unemployed
42.781384
Rural
Comprehensive
2
13
439
2
2020-07-23 15:21:39.166062
Good
Yes
Rarely
House
1,079
38,334
40
Female
40,253
Single
1
PhD
null
23.246676
Urban
Basic
3
0
681
3
2022-01-09 15:21:39.179186
Average
No
Weekly
Condo
2,339
38,335
53
Female
54,561
Married
3
Master's
Self-Employed
51.826775
Suburban
Premium
0
10
545
9
2020-06-13 15:21:39.257696
Poor
Yes
Rarely
Apartment
137
38,336
53
Female
45,475
Divorced
0
Master's
null
null
Suburban
Comprehensive
null
13
731
1
2020-11-18 15:21:39.254678
Average
No
Rarely
Condo
523
38,337
22
Male
2,320
Single
2
High School
Employed
26.576628
Rural
Comprehensive
0
10
635
6
2024-06-08 15:21:39.096739
Poor
Yes
Weekly
House
2,139
38,338
33
Female
14,087
Divorced
null
PhD
null
28.752039
Urban
Comprehensive
1
16
748
9
2021-08-16 15:21:39.289099
Poor
No
Rarely
House
735
38,339
54
Female
8,071
Divorced
2
Master's
Employed
13.973706
Urban
Premium
1
12
466
5
2022-05-18 15:21:39.237118
Good
No
Rarely
Condo
2,457
38,340
57
Female
54,404
Divorced
4
Master's
null
37.13102
Suburban
Premium
1
14
325
3
2021-01-31 15:21:39.213373
Poor
No
Daily
Apartment
1,592
38,341
43
Female
58,859
Divorced
2
Bachelor's
null
22.067437
Urban
Basic
1
16
842
1
2020-05-28 15:21:39.255696
Poor
Yes
Daily
House
119
38,342
30
Female
null
Married
3
Bachelor's
null
8.077385
Urban
Comprehensive
null
19
389
4
2021-05-11 15:21:39.149731
Poor
No
Monthly
House
1,694
38,343
30
Female
35,475
Divorced
4
High School
Unemployed
30.814017
Urban
Basic
1
11
532
3
2024-05-28 15:21:39.202448
Good
No
Rarely
Condo
1,113
38,344
38
Female
18,061
Married
1
PhD
Unemployed
15.603437
Suburban
Premium
0
18
681
3
2024-05-03 15:21:39.233485
Good
Yes
Daily
Condo
942
38,345
20
Male
18,671
Divorced
3
PhD
null
29.61247
Rural
Basic
1
7
627
8
2022-07-09 15:21:39.246098
Average
No
Daily
House
1,758
38,346
29
Male
7,053
Married
4
High School
null
14.597592
Urban
Basic
2
13
709
4
2020-10-06 15:21:39.134960
Poor
Yes
Daily
Apartment
945
38,347
31
Male
23,428
Divorced
4
High School
Self-Employed
40.854273
Suburban
Basic
1
0
641
1
2022-09-19 15:21:39.290098
Poor
Yes
Weekly
Apartment
889
38,348
55
Male
18,145
Single
3
High School
null
16.845881
Rural
Premium
null
17
784
9
2022-12-02 15:21:39.289099
Good
Yes
Weekly
House
879
38,349
45
Female
3,801
Divorced
3
Master's
Employed
33.066173
Suburban
Premium
0
11
685
3
2019-09-18 15:21:39.151732
Average
Yes
Daily
House
1,389
38,350
26
Female
36,452
Single
3
Bachelor's
Unemployed
24.353854
Suburban
Basic
null
3
802
9
2023-11-19 15:21:39.249100
Good
No
Daily
Apartment
990
38,351
56
Male
38,683
Married
2
Master's
Self-Employed
10.569551
Urban
Premium
null
6
650
2
2022-04-23 15:21:39.256696
Average
Yes
Weekly
Apartment
1,011
38,352
50
Male
45,970
Married
2
Bachelor's
Self-Employed
27.951221
Urban
Comprehensive
1
11
543
5
2020-06-11 15:21:39.096739
Average
No
Daily
Apartment
4,059
38,353
23
Male
16,053
Single
2
PhD
null
45.742188
Suburban
Comprehensive
1
6
588
4
2020-02-02 15:21:39.079128
Average
Yes
Monthly
Condo
705
38,354
31
Female
24,223
Single
3
Master's
Unemployed
41.418725
Suburban
Premium
0
8
593
9
2019-09-15 15:21:39.191219
Good
Yes
Monthly
Condo
1,230
38,355
57
Male
5,361
Married
2
PhD
null
15.611744
Suburban
Basic
null
2
695
1
2023-06-04 15:21:39.257696
Poor
No
Monthly
House
1,062
38,356
20
Male
16,751
Married
1
Master's
Unemployed
26.86819
Suburban
Basic
1
14
790
5
2023-12-01 15:21:39.236064
Poor
No
Rarely
Apartment
868
38,357
22
Male
10,173
Married
1
Bachelor's
Self-Employed
15.924942
Suburban
Comprehensive
2
1
657
8
2024-07-07 15:21:39.095696
Average
No
Rarely
House
1,682
38,358
29
Female
44,773
Divorced
1
Bachelor's
Employed
28.965911
Rural
Comprehensive
0
12
607
9
2022-08-20 15:21:39.134960
Average
Yes
Rarely
Apartment
462
38,359
54
Male
23,755
Divorced
4
Bachelor's
Self-Employed
9.151799
Suburban
Premium
0
2
658
8
2024-04-21 15:21:39.223901
Average
Yes
Daily
House
2,114
38,360
38
Female
26,396
Single
4
Master's
Unemployed
8.569563
Rural
Comprehensive
1
17
756
1
2021-01-30 15:21:39.282785
Poor
Yes
Rarely
Condo
939
38,361
20
Female
133,660
Divorced
0
PhD
Employed
15.63478
Urban
Comprehensive
null
6
699
8
2022-05-03 15:21:39.131192
Average
Yes
Daily
Apartment
395
38,362
34
Male
11,598
Divorced
3
PhD
null
25.737354
Suburban
Basic
2
2
661
5
2021-09-04 15:21:39.254678
Good
No
Weekly
House
438
38,363
52
Female
44,776
Divorced
1
Bachelor's
null
11.353451
Suburban
Basic
0
16
803
1
2021-09-19 15:21:39.222387
Average
Yes
Rarely
House
534
38,364
49
Female
40,863
Single
2
Bachelor's
Employed
12.826165
Suburban
Basic
null
7
432
5
2023-06-24 15:21:39.197445
Poor
Yes
Weekly
House
308
38,365
30
Male
447
Single
null
PhD
Self-Employed
46.084977
Suburban
Premium
2
17
754
3
2022-09-08 15:21:39.194829
Poor
Yes
Daily
Apartment
1,718
38,366
62
Male
16,011
Married
null
High School
Unemployed
26.424737
Rural
Premium
0
5
839
4
2021-04-30 15:21:39.230483
Average
No
Daily
House
755
38,367
52
Male
9,085
Single
2
High School
Self-Employed
23.337904
Urban
Comprehensive
5
4
784
4
2022-08-11 15:21:39.249100
Good
Yes
Weekly
Apartment
2,707
38,368
32
Male
6,957
Married
2
Master's
null
8.922886
Urban
Basic
2
17
792
3
2020-05-10 15:21:39.254678
Good
No
Daily
Condo
624
38,369
29
Female
3,999
Divorced
2
Master's
Employed
16.252756
Urban
Comprehensive
1
0
573
9
2021-06-30 15:21:39.290098
Good
No
Weekly
House
1,838
38,370
61
Male
17,559
Divorced
3
High School
Unemployed
8.145865
Rural
Basic
1
13
355
7
2020-08-07 15:21:39.091080
Good
No
Monthly
Condo
1,527
38,371
41
Female
36,058
Divorced
3
Master's
Unemployed
21.845554
Urban
Premium
2
8
488
4
2024-03-16 15:21:39.173834
Good
Yes
Weekly
House
24
38,372
26
Male
16,127
Married
2
Bachelor's
Employed
40.140931
Rural
Comprehensive
2
17
426
9
2022-05-02 15:21:39.256696
Poor
No
Daily
House
34
38,373
39
Male
100,539
Married
3
High School
null
16.158381
Urban
Comprehensive
0
18
365
2
2023-07-13 15:21:39.143708
Average
No
Rarely
Apartment
1,036
38,374
30
Female
30,995
Divorced
1
Bachelor's
Unemployed
null
Urban
Comprehensive
1
4
531
9
2021-07-09 15:21:39.186212
Poor
No
Daily
House
495
38,375
36
Female
14,274
Married
1
PhD
Employed
12.520515
Rural
Premium
0
3
null
1
2023-07-23 15:21:39.289099
Good
Yes
Weekly
Apartment
830
38,376
33
Male
null
Divorced
4
High School
Self-Employed
13.818189
Rural
Premium
null
6
306
1
2023-02-19 15:21:39.172097
Good
No
Weekly
Condo
2,815
38,377
44
Female
115,548
Single
null
High School
Unemployed
39.123531
Urban
Comprehensive
4
13
373
7
2024-03-09 15:21:39.208842
Poor
No
Daily
House
1,643
38,378
56
Female
35
Divorced
4
High School
Employed
null
Rural
Premium
null
15
832
9
2024-06-23 15:21:39.134960
Average
Yes
Weekly
House
1,613
38,379
64
Female
45,643
Married
0
High School
null
18.783857
Urban
Comprehensive
1
14
741
3
2023-03-10 15:21:39.171102
Good
Yes
Weekly
Apartment
865
38,380
37
Female
30,462
Single
2
Bachelor's
Self-Employed
19.823964
Rural
Basic
2
0
697
5
2024-01-21 15:21:39.237118
Good
No
Monthly
House
708
38,381
44
Female
19,988
Single
2
Master's
Employed
37.122473
Suburban
Comprehensive
null
5
399
3
2022-07-29 15:21:39.237118
Poor
Yes
Monthly
Condo
478
38,382
54
Male
3,395
Married
4
High School
Unemployed
null
Rural
Premium
1
10
709
9
2022-02-25 15:21:39.237118
Average
Yes
Weekly
House
699
38,383
22
Male
10,881
Married
1
Master's
null
22.632125
Rural
Premium
1
4
678
6
2023-11-19 15:21:39.209847
Poor
No
Weekly
Apartment
995
38,384
32
Male
10,179
Married
null
PhD
null
16.803496
Rural
Comprehensive
null
9
537
2
2021-09-15 15:21:39.130190
Average
No
Rarely
Condo
545
38,385
64
Female
75,681
Divorced
3
High School
null
20.553662
Rural
Premium
null
0
303
5
2022-01-11 15:21:39.267454
Average
No
Weekly
Apartment
1,520
38,386
41
Female
5,968
Married
2
PhD
Unemployed
15.769334
Suburban
Premium
2
9
685
4
2021-09-07 15:21:39.155231
Poor
Yes
Rarely
House
3,238
38,387
28
Male
97,592
Single
2
High School
Unemployed
18.766994
Rural
Basic
null
5
629
7
2023-07-31 15:21:39.081504
Average
No
Monthly
Condo
175
38,388
33
Male
11,564
Married
1
PhD
Employed
34.424465
Rural
Comprehensive
1
3
null
5
2021-11-14 15:21:39.265513
Good
Yes
Daily
Apartment
2,520
38,389
61
Male
12,073
Divorced
3
PhD
null
21.047823
Suburban
Comprehensive
null
10
null
6
2023-09-25 15:21:39.155231
Good
Yes
Monthly
House
431
38,390
28
Male
898
Married
2
High School
Employed
null
Urban
Comprehensive
0
15
578
3
2020-06-29 15:21:39.172097
Poor
No
Weekly
House
834
38,391
null
Female
31,487
Single
null
Master's
Unemployed
24.939587
Suburban
Basic
0
9
432
2
2022-11-10 15:21:39.250151
Average
Yes
Daily
House
369
38,392
24
Male
142,623
Married
4
Master's
Employed
4.619106
Suburban
Premium
3
0
649
5
2021-05-19 15:21:39.188220
Poor
Yes
Weekly
House
2,210
38,393
55
Female
73,902
Married
2
High School
Self-Employed
46.899035
Urban
Basic
null
10
362
9
2023-03-19 15:21:39.231531
Average
No
Weekly
Condo
150
38,394
52
Male
124,820
Divorced
0
PhD
null
34.384714
Suburban
Basic
2
12
371
3
2019-12-31 15:21:39.233998
Good
Yes
Rarely
Apartment
536
38,395
62
Male
52,726
Divorced
1
Master's
null
28.827282
Urban
Basic
1
14
718
4
2021-02-28 15:21:39.097737
Average
No
Daily
Condo
225
38,396
33
Female
1,370
Married
null
Bachelor's
Self-Employed
30.567359
Urban
Basic
0
2
767
1
2022-10-12 15:21:39.211806
Average
Yes
Monthly
Apartment
412
38,397
56
Female
84,797
Married
4
PhD
Self-Employed
23.711405
Rural
Comprehensive
2
2
713
9
2022-07-04 15:21:39.086123
Poor
Yes
Monthly
Apartment
2,102
38,398
37
Female
37,354
Divorced
2
Master's
null
9.958987
Rural
Basic
null
12
841
1
2021-05-24 15:21:39.155231
null
Yes
Rarely
Apartment
892
38,399
19
Female
56,344
Divorced
2
Master's
Self-Employed
17.965949
Rural
Basic
0
15
387
9
2020-07-24 15:21:39.237118
Average
No
Monthly
Condo
1,944