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
1,183,400
30
Male
30,757
Single
1
Master's
Self-Employed
13.846363
Rural
Basic
1
12
482
9
2023-05-21 15:21:39.155231
Good
Yes
Rarely
Apartment
3,008
1,183,401
61
Female
30,656
Divorced
null
High School
null
7.087245
Urban
Basic
0
8
null
7
2021-07-05 15:21:39.177724
Average
No
Weekly
Condo
169
1,183,402
38
Male
29,055
Single
3
High School
Self-Employed
null
Rural
Comprehensive
1
11
738
1
2022-03-16 15:21:39.192212
Average
No
Monthly
Condo
26
1,183,403
42
Female
28,741
Single
4
High School
null
6.543758
Rural
Basic
2
7
622
4
2022-07-18 15:21:39.145732
Average
Yes
Monthly
House
1,497
1,183,404
59
Male
66,686
Single
0
Master's
null
12.646825
Suburban
Basic
3
1
344
8
2023-04-29 15:21:39.155231
Average
No
Rarely
Apartment
493
1,183,405
46
Male
16,071
Single
0
Master's
Self-Employed
14.865164
Rural
Basic
1
19
635
9
2022-01-01 15:21:39.152732
null
No
Monthly
Apartment
399
1,183,406
32
Male
146,131
Single
0
Bachelor's
Employed
4.869758
Suburban
Comprehensive
null
9
800
7
2020-04-02 15:21:39.155231
Average
No
Monthly
House
110
1,183,407
57
Female
381
Married
0
Bachelor's
Unemployed
9.935673
Suburban
Premium
1
14
677
8
2020-03-20 15:21:39.208842
Average
No
Weekly
Apartment
461
1,183,408
57
Female
31,475
Married
3
Bachelor's
Employed
16.360177
Suburban
Comprehensive
0
18
496
5
2022-07-31 15:21:39.226954
Average
Yes
Daily
Condo
1,201
1,183,409
64
Male
3,872
Married
0
PhD
Self-Employed
14.233426
Suburban
Premium
null
11
687
9
2024-05-18 15:21:39.094752
Poor
Yes
Rarely
Condo
2,433
1,183,410
46
Male
58,404
Single
1
High School
Employed
26.132014
Rural
Basic
0
1
390
1
2022-05-08 15:21:39.285112
Average
No
Rarely
Apartment
2,134
1,183,411
25
Male
30,647
Divorced
2
Master's
Self-Employed
4.5388
Suburban
Premium
2
16
474
1
2024-02-26 15:21:39.134960
Good
Yes
Weekly
House
1,171
1,183,412
56
Female
28,991
Married
1
PhD
null
14.237916
Suburban
Premium
2
2
704
2
2021-09-23 15:21:39.132191
Good
No
Rarely
House
717
1,183,413
33
Female
38,963
Single
2
Bachelor's
Employed
20.492838
Urban
Premium
4
14
621
7
2023-10-12 15:21:39.131192
Poor
Yes
Monthly
Apartment
563
1,183,414
45
Female
17,092
Single
null
PhD
Self-Employed
36.983242
Urban
Comprehensive
null
14
null
4
2020-05-31 15:21:39.092127
Poor
Yes
Daily
House
1,729
1,183,415
39
Male
38,111
Single
3
Master's
Self-Employed
15.087641
Rural
Comprehensive
null
0
746
7
2022-04-07 15:21:39.192212
Poor
Yes
Rarely
Condo
882
1,183,416
42
Male
3,998
Divorced
3
Bachelor's
Unemployed
null
Urban
Comprehensive
1
15
590
2
2021-06-01 15:21:39.261856
Good
No
Rarely
Condo
767
1,183,417
39
Female
37,393
Divorced
3
Master's
Unemployed
9.809007
Urban
Comprehensive
null
6
694
4
2021-06-24 15:21:39.104139
Good
No
Rarely
Condo
1,730
1,183,418
20
Female
44,742
Single
4
Bachelor's
null
21.836766
Suburban
Basic
1
15
824
5
2022-03-18 15:21:39.282785
null
Yes
Monthly
Apartment
2,092
1,183,419
35
Female
27,382
Single
4
Bachelor's
Employed
41.912593
Urban
Comprehensive
null
15
397
3
2019-08-22 15:21:39.187211
Poor
Yes
Rarely
Apartment
1,013
1,183,420
48
Female
8,909
Divorced
1
Master's
null
10.331751
Urban
Premium
0
15
821
9
2022-05-20 15:21:39.152732
Poor
Yes
Rarely
House
1,430
1,183,421
29
Male
82,536
Married
1
Bachelor's
null
31.919397
Suburban
Comprehensive
1
12
390
4
2022-08-25 15:21:39.134960
Good
Yes
Monthly
Apartment
572
1,183,422
42
Female
18,093
Single
2
High School
null
18.335435
Suburban
Premium
null
5
null
5
2023-07-13 15:21:39.207847
Good
Yes
Daily
Apartment
717
1,183,423
55
Male
3,698
Married
4
High School
Unemployed
39.1436
Urban
Basic
1
11
812
6
2021-04-01 15:21:39.181605
Poor
No
Rarely
House
27
1,183,424
42
Male
24,981
Divorced
3
High School
Unemployed
39.833714
Rural
Comprehensive
null
2
754
6
2021-07-22 15:21:39.267454
Average
Yes
Weekly
Condo
1,575
1,183,425
56
Male
35,475
Married
4
Bachelor's
Employed
26.131919
Rural
Premium
0
13
629
9
2021-09-19 15:21:39.096739
Good
Yes
Daily
House
492
1,183,426
23
Female
26,351
Divorced
4
PhD
Unemployed
29.837484
Suburban
Comprehensive
null
17
711
7
2024-01-22 15:21:39.207847
Good
Yes
Monthly
House
1,718
1,183,427
53
Male
3,915
Married
0
Bachelor's
Unemployed
44.958644
Urban
Premium
0
9
447
8
2021-08-06 15:21:39.082499
Poor
No
Monthly
House
1,170
1,183,428
61
Male
1,646
Divorced
1
High School
Employed
41.935689
Urban
Comprehensive
0
13
815
7
2020-06-11 15:21:39.186212
null
Yes
Monthly
Apartment
488
1,183,429
52
Female
5,913
Married
3
High School
null
9.837182
Suburban
Basic
null
7
661
3
2021-05-14 15:21:39.092127
Average
Yes
Weekly
Apartment
1,237
1,183,430
43
Male
6,956
Single
4
High School
Self-Employed
41.223058
Rural
Comprehensive
0
9
568
4
2021-10-01 15:21:39.261856
Average
Yes
Rarely
Apartment
56
1,183,431
26
Female
11,507
Married
2
High School
null
35.945252
Rural
Premium
null
17
447
9
2020-10-21 15:21:39.155231
Average
No
Daily
Condo
839
1,183,432
26
Female
120,514
Divorced
null
Master's
Unemployed
28.829095
Rural
Basic
3
15
605
5
2019-11-02 15:21:39.130190
Poor
Yes
Monthly
House
3,022
1,183,433
19
Female
17,891
Divorced
3
High School
Self-Employed
16.83811
Urban
Premium
null
16
612
6
2020-06-02 15:21:39.105504
Average
Yes
Rarely
Condo
556
1,183,434
51
Female
61,583
Single
1
High School
null
16.796701
Urban
Premium
3
14
558
9
2022-04-06 15:21:39.155231
null
Yes
Daily
Condo
35
1,183,435
45
Female
13,894
Married
1
Bachelor's
null
35.991384
Suburban
Basic
null
16
719
8
2020-01-15 15:21:39.211806
Good
No
Weekly
Apartment
1,236
1,183,436
37
Female
14,097
Married
0
Master's
Self-Employed
null
Urban
Comprehensive
null
17
602
4
2021-02-14 15:21:39.252145
Good
No
Weekly
Condo
614
1,183,437
19
Male
62,842
Divorced
2
PhD
null
48.071567
Suburban
Comprehensive
null
12
328
7
2021-05-14 15:21:39.253660
Average
No
Monthly
House
1,072
1,183,438
23
Female
72,958
Divorced
1
PhD
Unemployed
46.870813
Urban
Basic
1
15
621
4
2019-12-31 15:21:39.155231
Average
No
Monthly
Condo
231
1,183,439
49
Male
5,057
Single
null
Master's
null
10.838666
Urban
Basic
null
7
575
3
2022-08-27 15:21:39.147735
Good
Yes
Weekly
Apartment
537
1,183,440
62
Male
51,312
Single
1
PhD
Employed
18.391137
Rural
Basic
2
8
803
1
2023-10-02 15:21:39.130190
Poor
Yes
Monthly
House
112
1,183,441
40
Male
15,380
Married
2
PhD
Self-Employed
34.120187
Suburban
Premium
null
15
585
1
2023-03-05 15:21:39.134960
Average
Yes
Rarely
Apartment
711
1,183,442
37
Male
20,018
Married
3
Master's
null
18.007811
Urban
Basic
null
3
758
3
2024-02-17 15:21:39.167099
Average
Yes
Weekly
Condo
1,448
1,183,443
43
Male
107,591
Divorced
3
PhD
null
10.808465
Rural
Comprehensive
2
3
636
7
2022-06-03 15:21:39.196387
Average
Yes
Rarely
Apartment
283
1,183,444
29
Female
27,894
Married
0
PhD
null
35.18303
Suburban
Basic
null
17
744
3
2021-11-22 15:21:39.256696
Good
Yes
Rarely
House
3,186
1,183,445
21
Male
54,598
Married
4
Master's
Unemployed
43.922843
Rural
Comprehensive
1
5
797
8
2021-12-24 15:21:39.220389
Poor
Yes
Daily
Apartment
397
1,183,446
39
Male
12,396
Single
1
PhD
null
21.966194
Urban
Premium
1
0
711
4
2023-11-21 15:21:39.134960
Average
No
Rarely
House
516
1,183,447
21
Female
44,257
Divorced
4
Master's
Unemployed
33.792595
Rural
Comprehensive
2
9
593
3
2023-10-14 15:21:39.206847
Average
Yes
Daily
House
35
1,183,448
43
Male
26,082
Single
4
PhD
Unemployed
48.267857
Suburban
Comprehensive
2
6
725
2
2020-10-26 15:21:39.269494
Good
No
Monthly
Condo
2,593
1,183,449
44
Female
35,227
Single
3
PhD
Self-Employed
50.867776
Suburban
Premium
2
6
649
2
2021-04-08 15:21:39.134960
Average
No
Monthly
Condo
1,678
1,183,450
46
Male
17,776
Single
null
High School
Employed
49.012826
Rural
Comprehensive
null
11
424
4
2024-06-30 15:21:39.081504
Good
No
Monthly
House
688
1,183,451
19
Male
2,117
Divorced
null
High School
Employed
39.675839
Urban
Premium
0
12
491
5
2024-01-22 15:21:39.185215
Good
No
Weekly
House
431
1,183,452
45
Female
27,644
Married
4
Master's
null
9.1165
Urban
Comprehensive
2
14
626
2
2022-05-20 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,391
1,183,453
42
Male
14,891
Married
3
Bachelor's
Unemployed
44.388981
Suburban
Premium
null
11
431
3
2021-07-09 15:21:39.107553
Poor
No
Weekly
House
990
1,183,454
44
Female
29,121
Married
4
Bachelor's
Self-Employed
41.750059
Urban
Basic
null
11
672
3
2024-06-03 15:21:39.256696
Good
Yes
Monthly
Condo
761
1,183,455
60
Male
12,097
Single
0
Master's
Employed
50.185402
Rural
Basic
null
6
756
9
2020-11-14 15:21:39.204790
null
No
Rarely
Condo
2,657
1,183,456
55
Male
17,891
Married
3
High School
null
29.633228
Rural
Premium
2
15
548
3
2022-06-01 15:21:39.148733
Average
Yes
Weekly
Apartment
843
1,183,457
57
Female
15,783
Divorced
1
Bachelor's
Unemployed
29.664481
Suburban
Basic
null
10
791
1
2023-06-10 15:21:39.185215
null
No
Weekly
Condo
517
1,183,458
53
Female
14,082
Married
4
Bachelor's
Unemployed
42.275427
Urban
Basic
null
14
552
1
2023-08-16 15:21:39.221386
Good
Yes
Rarely
Condo
1,762
1,183,459
49
Female
5,932
Married
2
PhD
Unemployed
25.919208
Rural
Premium
null
7
770
6
2020-11-22 15:21:39.276901
Average
Yes
Weekly
Apartment
184
1,183,460
39
Female
1,407
Single
0
Bachelor's
null
24.533565
Urban
Basic
null
14
509
6
2021-11-24 15:21:39.206847
Good
Yes
Rarely
Apartment
647
1,183,461
54
Male
26,173
Single
null
Bachelor's
Unemployed
26.596542
Suburban
Basic
0
14
805
1
2020-06-21 15:21:39.231531
Average
No
Monthly
House
393
1,183,462
null
Female
1,707
Single
3
High School
Unemployed
9.120137
Rural
Comprehensive
null
12
464
9
2023-11-19 15:21:39.155231
Poor
Yes
Monthly
Condo
943
1,183,463
42
Male
23,991
Married
0
Bachelor's
null
43.523545
Urban
Comprehensive
null
11
365
8
2021-11-03 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,099
1,183,464
34
Male
33,437
Married
0
Master's
Employed
11.859468
Urban
Premium
0
9
739
8
2020-03-15 15:21:39.085129
Poor
No
Rarely
Apartment
580
1,183,465
64
Male
54,856
Single
2
PhD
Self-Employed
23.879017
Rural
Premium
2
16
441
5
2022-10-21 15:21:39.155231
Poor
No
Daily
Condo
923
1,183,466
21
Female
18,059
Single
2
Bachelor's
null
29.233825
Rural
Basic
null
12
581
3
2020-05-18 15:21:39.081504
Poor
Yes
Rarely
Apartment
547
1,183,467
42
Male
14,202
Single
2
PhD
null
19.848308
Urban
Comprehensive
null
16
null
8
2023-03-02 15:21:39.134960
Poor
No
Weekly
Apartment
661
1,183,468
51
Female
585
Single
1
Bachelor's
null
47.898602
Rural
Basic
null
0
382
9
2021-01-09 15:21:39.155231
Poor
No
Daily
Condo
381
1,183,469
36
Male
1,108
Married
3
Bachelor's
Employed
17.926371
Rural
Basic
3
11
668
8
2024-03-31 15:21:39.256696
Poor
No
Daily
Apartment
926
1,183,470
62
Male
119,819
Married
4
Bachelor's
Employed
48.38307
Rural
Comprehensive
null
15
443
3
2024-06-02 15:21:39.214388
Average
No
Monthly
Apartment
554
1,183,471
41
Male
45,696
Single
2
PhD
Employed
13.764475
Urban
Basic
1
5
633
8
2022-08-05 15:21:39.171102
Poor
No
Weekly
Apartment
763
1,183,472
46
Male
51,423
Married
2
High School
null
45.241855
Urban
Basic
null
11
659
8
2023-05-27 15:21:39.125660
Good
No
Daily
Condo
248
1,183,473
51
Male
13,970
Married
4
PhD
null
51.906849
Suburban
Premium
2
7
772
3
2021-06-08 15:21:39.208842
Average
No
Weekly
Apartment
526
1,183,474
null
Female
10,991
Single
1
Bachelor's
Employed
10.037318
Suburban
Basic
1
14
null
6
2020-09-22 15:21:39.111551
Average
Yes
Weekly
Condo
2,350
1,183,475
43
Male
17,853
Divorced
3
High School
Unemployed
15.56691
Suburban
Premium
0
1
421
4
2024-06-10 15:21:39.223390
Good
No
Rarely
Apartment
746
1,183,476
52
Female
29,483
Single
0
High School
null
null
Urban
Premium
1
1
478
6
2022-05-14 15:21:39.247098
Poor
Yes
Rarely
House
657
1,183,477
59
Female
8,094
Divorced
4
High School
Self-Employed
31.829485
Suburban
Basic
0
7
594
9
2020-06-21 15:21:39.090124
Average
Yes
Rarely
Apartment
542
1,183,478
27
Male
8,877
Divorced
null
Master's
null
11.099594
Rural
Basic
1
17
824
2
2021-12-12 15:21:39.235012
Good
Yes
Rarely
House
1,334
1,183,479
63
Female
73,498
Single
1
Master's
null
38.881146
Rural
Basic
2
17
593
3
2021-09-08 15:21:39.281787
Poor
No
Daily
Condo
2,068
1,183,480
25
Male
121,882
Married
4
Bachelor's
Employed
21.983247
Rural
Premium
1
0
551
4
2021-09-07 15:21:39.155231
Average
No
Daily
Apartment
88
1,183,481
36
Male
16,212
Married
3
Bachelor's
Unemployed
null
Suburban
Basic
1
7
746
2
2023-06-08 15:21:39.146733
Poor
Yes
Weekly
Apartment
1,797
1,183,482
59
Female
61,449
Divorced
0
Master's
null
29.246584
Suburban
Comprehensive
1
13
null
5
2023-09-03 15:21:39.155231
null
No
Weekly
Apartment
2,258
1,183,483
21
Female
35,976
Divorced
2
Master's
Self-Employed
35.918927
Rural
Premium
null
12
716
2
2024-02-01 15:21:39.172097
null
Yes
Daily
House
1,173
1,183,484
50
Female
38,729
Married
3
High School
null
16.827139
Rural
Premium
null
7
636
7
2021-07-26 15:21:39.237118
Poor
No
Monthly
House
489
1,183,485
61
Female
3,373
Single
4
Master's
Self-Employed
28.816702
Urban
Comprehensive
null
8
392
1
2022-11-14 15:21:39.167099
Poor
No
Weekly
House
1,824
1,183,486
36
Female
28,332
Married
3
Master's
Employed
31.63941
Suburban
Premium
null
15
703
7
2024-07-12 15:21:39.254678
Average
No
Monthly
Condo
686
1,183,487
52
Female
25,725
Married
3
Master's
Self-Employed
14.426568
Suburban
Comprehensive
0
1
462
3
2019-08-25 15:21:39.155231
Good
Yes
Rarely
House
70
1,183,488
27
Male
55,869
Married
4
Bachelor's
Unemployed
6.267936
Urban
Premium
1
14
578
9
2019-11-27 15:21:39.134960
Average
Yes
Rarely
Condo
434
1,183,489
28
Female
855
Divorced
3
High School
Employed
null
Urban
Comprehensive
null
7
518
2
2023-10-17 15:21:39.148733
Poor
No
Weekly
Condo
567
1,183,490
51
Female
null
Single
1
High School
Employed
24.914495
Suburban
Comprehensive
3
15
328
1
2024-07-07 15:21:39.133866
Poor
No
Weekly
Apartment
1,037
1,183,491
29
Female
44,743
Married
4
Bachelor's
null
40.545724
Rural
Basic
null
16
785
7
2023-10-31 15:21:39.226954
null
No
Rarely
Apartment
676
1,183,492
22
Female
9,086
Married
1
PhD
Employed
13.639764
Rural
Basic
1
17
528
7
2020-02-29 15:21:39.272456
Poor
Yes
Monthly
Condo
728
1,183,493
45
Male
17,095
Married
1
High School
null
50.936592
Suburban
Premium
2
18
731
9
2024-08-02 15:21:39.155231
Good
Yes
Rarely
Condo
2,411
1,183,494
21
Male
2,932
Divorced
2
Bachelor's
null
22.692625
Rural
Basic
3
18
602
9
2022-02-12 15:21:39.151732
Poor
No
Daily
Condo
708
1,183,495
28
Male
61,183
Married
0
PhD
null
32.754969
Urban
Premium
0
0
381
6
2022-03-15 15:21:39.126661
Good
No
Rarely
House
1,741
1,183,496
54
Female
30,687
Single
3
PhD
null
19.037358
Rural
Comprehensive
0
12
719
2
2023-04-22 15:21:39.204790
Average
Yes
Daily
House
120
1,183,497
40
Male
12,086
Divorced
4
PhD
Self-Employed
29.257737
Rural
Premium
0
6
703
1
2022-09-26 15:21:39.120168
Poor
Yes
Rarely
Condo
471
1,183,498
27
Female
17,963
Married
3
Master's
Self-Employed
37.174871
Urban
Comprehensive
null
11
698
5
2023-10-10 15:21:39.081504
Average
Yes
Weekly
House
557
1,183,499
33
Male
48,839
Divorced
1
High School
Self-Employed
6.993312
Urban
Comprehensive
2
18
641
3
2023-02-11 15:21:39.202448
Good
Yes
Rarely
Condo
121