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
25,500
47
Male
4,412
Single
1
Master's
null
34.992846
Rural
Premium
null
4
530
1
2023-12-01 15:21:39.279729
null
No
Rarely
House
626
25,501
29
Female
4,617
Single
3
Master's
Employed
12.727948
Suburban
Comprehensive
null
11
585
6
2021-02-16 15:21:39.098696
null
No
Monthly
Apartment
1,294
25,502
24
Male
null
Married
1
Master's
Unemployed
38.717459
Rural
Premium
null
15
343
1
2021-12-05 15:21:39.184157
Poor
No
Monthly
Condo
1,124
25,503
41
Male
6,841
Divorced
4
High School
null
38.616881
Urban
Basic
1
1
646
9
2023-07-30 15:21:39.174719
Average
No
Weekly
House
1,130
25,504
58
Male
43,734
Single
0
Master's
Unemployed
35.981511
Rural
Comprehensive
1
19
497
3
2020-02-24 15:21:39.194829
Poor
No
Monthly
House
462
25,505
23
Male
15,891
Single
1
Master's
null
14.86667
Urban
Basic
1
9
665
4
2022-09-06 15:21:39.175719
Average
Yes
Daily
Condo
267
25,506
63
Female
10,084
Single
null
High School
Employed
41.052445
Rural
Premium
1
10
738
8
2021-06-25 15:21:39.134960
Good
No
Daily
Apartment
2,077
25,507
24
Male
6,950
Divorced
2
Bachelor's
Unemployed
39.145956
Suburban
Basic
1
8
565
6
2024-06-25 15:21:39.130190
Poor
Yes
Weekly
Apartment
1,867
25,508
34
Female
28,193
Divorced
0
PhD
Unemployed
30.512907
Rural
Basic
null
0
587
2
2024-05-23 15:21:39.246098
Average
No
Weekly
Apartment
1,043
25,509
54
Male
18,081
Married
3
Master's
null
28.42281
Suburban
Basic
3
8
null
8
2021-08-31 15:21:39.278402
Poor
No
Weekly
Condo
811
25,510
44
Female
3,730
Single
2
High School
Employed
15.40365
Rural
Comprehensive
2
16
582
6
2021-02-08 15:21:39.270454
null
No
Weekly
Condo
1,861
25,511
52
Male
1,094
Divorced
2
Bachelor's
Self-Employed
47.737321
Suburban
Premium
2
10
null
4
2019-09-04 15:21:39.178918
Good
No
Monthly
Condo
623
25,512
50
Female
7,956
Divorced
2
PhD
Self-Employed
20.140168
Rural
Comprehensive
0
0
612
3
2023-07-12 15:21:39.265513
Average
No
Weekly
Condo
478
25,513
48
Female
55,765
Divorced
1
PhD
Self-Employed
41.965135
Suburban
Premium
1
14
567
4
2021-11-26 15:21:39.126661
Good
Yes
Daily
Apartment
312
25,514
58
Male
18,095
Divorced
0
PhD
null
null
Rural
Basic
0
0
573
4
2021-08-05 15:21:39.237118
Good
Yes
Monthly
House
930
25,515
59
Female
657
Divorced
4
PhD
Employed
22.876365
Rural
Basic
null
11
569
5
2020-10-01 15:21:39.191219
Good
Yes
Monthly
Condo
2,145
25,516
35
Male
32,512
Married
null
Master's
null
21.141433
Rural
Premium
0
5
638
7
2024-05-10 15:21:39.199447
Poor
No
Weekly
Apartment
232
25,517
49
Female
39,139
Single
4
Master's
null
29.819112
Urban
Premium
0
2
692
8
2024-05-16 15:21:39.095696
Average
Yes
Weekly
Apartment
2,393
25,518
58
Female
25,481
Married
3
Bachelor's
null
41.83678
Rural
Basic
3
11
538
8
2023-10-05 15:21:39.230483
Average
Yes
Monthly
Condo
661
25,519
22
Female
48,887
Married
1
High School
Unemployed
41.773889
Urban
Comprehensive
null
17
498
4
2020-02-18 15:21:39.120168
Good
No
Daily
Condo
2,120
25,520
54
Female
18,867
Divorced
0
PhD
null
33.564328
Urban
Comprehensive
2
3
503
4
2021-12-17 15:21:39.121169
Good
Yes
Monthly
Condo
1,089
25,521
22
Female
80,167
Single
4
Bachelor's
Employed
40.889007
Rural
Premium
null
3
476
3
2019-10-05 15:21:39.192212
Average
No
Daily
Condo
1,864
25,522
22
Male
3,620
Single
4
High School
Self-Employed
46.781535
Suburban
Premium
1
0
738
5
2022-08-25 15:21:39.110557
Good
Yes
Weekly
Condo
431
25,523
18
Female
43,915
Single
1
PhD
Unemployed
14.844156
Urban
Comprehensive
null
13
617
2
2020-01-03 15:21:39.134960
Good
Yes
Daily
Condo
38
25,524
23
Male
90,979
Divorced
null
PhD
Unemployed
null
Suburban
Basic
2
15
null
1
2019-10-11 15:21:39.129190
Average
No
Rarely
Apartment
1,333
25,525
28
Male
9,530
Single
1
Master's
Employed
39.990907
Suburban
Basic
0
13
791
8
2023-08-19 15:21:39.197445
Average
Yes
Daily
Apartment
56
25,526
43
Male
3,610
Single
0
Bachelor's
Employed
33.856455
Rural
Premium
1
16
785
2
2021-05-29 15:21:39.198406
null
Yes
Monthly
House
852
25,527
31
Male
54,699
Single
4
Master's
Unemployed
26.657916
Rural
Premium
2
11
311
1
2021-09-21 15:21:39.146733
Poor
Yes
Daily
Apartment
1,618
25,528
59
Male
88,598
Married
1
Master's
Self-Employed
24.611112
Urban
Comprehensive
1
17
711
2
2024-06-14 15:21:39.175719
Good
No
Daily
House
392
25,529
48
Female
11,516
Divorced
1
PhD
Self-Employed
42.052393
Urban
Premium
null
15
827
1
2024-01-18 15:21:39.082499
Good
Yes
Rarely
Condo
1,326
25,530
55
Female
3,672
Single
3
PhD
Self-Employed
13.026711
Suburban
Premium
null
8
null
8
2022-01-09 15:21:39.274993
Poor
No
Rarely
Condo
278
25,531
51
Female
81,604
Single
3
High School
Unemployed
11.919244
Urban
Comprehensive
null
6
383
8
2023-03-25 15:21:39.082499
Average
No
Daily
House
2,082
25,532
63
Male
49,734
Married
2
Master's
null
41.442057
Urban
Comprehensive
1
14
683
1
2022-07-28 15:21:39.200452
Poor
Yes
Weekly
Condo
362
25,533
53
Male
23,590
Married
3
PhD
Unemployed
31.335058
Rural
Premium
2
13
547
9
2023-01-21 15:21:39.204790
Average
Yes
Monthly
Apartment
776
25,534
38
Female
33,781
Single
1
PhD
Self-Employed
20.278877
Suburban
Comprehensive
null
8
584
3
2020-03-12 15:21:39.283783
Good
No
Rarely
Condo
765
25,535
56
Male
23,188
Divorced
0
Master's
Unemployed
null
Suburban
Comprehensive
1
0
677
4
2022-03-11 15:21:39.231531
Poor
Yes
Daily
House
496
25,536
49
Male
61,441
Divorced
1
Bachelor's
Employed
39.120854
Suburban
Basic
1
18
668
6
2023-07-10 15:21:39.177724
Average
No
Daily
Condo
422
25,537
48
Male
40,608
Divorced
3
Bachelor's
Unemployed
11.873012
Rural
Comprehensive
0
1
null
8
2021-03-25 15:21:39.249100
Good
Yes
Daily
Condo
973
25,538
33
Female
55,858
Married
4
Master's
Employed
15.74421
Rural
Premium
0
4
390
3
2022-02-15 15:21:39.110557
Average
No
Rarely
Condo
1,857
25,539
45
Female
12,812
Single
4
PhD
Unemployed
29.69396
Urban
Premium
0
19
808
5
2022-11-17 15:21:39.128286
Average
Yes
Rarely
Apartment
917
25,540
53
Female
1,581
Married
4
Bachelor's
Self-Employed
null
Urban
Basic
2
10
null
9
2024-06-24 15:21:39.236064
Good
Yes
Rarely
Apartment
1,334
25,541
36
Female
14,751
Divorced
4
High School
Unemployed
11.907224
Rural
Premium
0
16
748
4
2019-08-20 15:21:39.175719
Average
Yes
Monthly
Condo
844
25,542
55
Male
1,579
Single
1
Master's
Unemployed
15.865367
Suburban
Premium
1
8
457
5
2022-05-05 15:21:39.208842
Good
Yes
Monthly
Apartment
1,040
25,543
52
Male
52,732
Married
1
High School
null
51.822893
Rural
Comprehensive
1
8
711
8
2022-09-29 15:21:39.150730
Average
Yes
Daily
Apartment
1,274
25,544
50
Female
96,904
null
null
Bachelor's
null
28.449546
Suburban
Comprehensive
1
1
837
2
2021-08-01 15:21:39.214388
Poor
No
Daily
Apartment
3,965
25,545
33
Female
43,750
Single
null
Master's
Employed
41.75412
Suburban
Premium
2
1
782
9
2022-02-05 15:21:39.112553
Good
Yes
Daily
Apartment
906
25,546
58
Female
60,742
Divorced
1
Bachelor's
Employed
10.786922
Rural
Premium
null
13
466
9
2021-06-01 15:21:39.274993
null
Yes
Monthly
House
49
25,547
40
Female
99,042
Married
null
High School
Unemployed
26.638814
Rural
Premium
null
14
330
7
2023-02-17 15:21:39.214388
Good
No
Weekly
Apartment
330
25,548
36
Female
10,094
Single
3
PhD
Employed
37.626913
Rural
Premium
null
14
829
8
2022-07-14 15:21:39.265513
Good
No
Daily
Apartment
708
25,549
40
Male
43,440
Married
2
Master's
Self-Employed
16.955429
Rural
Premium
null
4
null
3
2023-08-03 15:21:39.288099
Average
Yes
Rarely
Apartment
1,072
25,550
40
Male
382
Married
2
Bachelor's
null
42.823556
Suburban
Comprehensive
null
15
496
8
2020-04-09 15:21:39.155231
Poor
Yes
Daily
House
519
25,551
52
Male
2,456
Married
2
Master's
Unemployed
17.681936
Rural
Premium
null
18
331
7
2021-07-12 15:21:39.226954
Poor
No
Monthly
Condo
1,358
25,552
60
Female
1,066
Divorced
1
Bachelor's
Employed
21.26515
Urban
Basic
0
15
null
4
2024-05-23 15:21:39.151732
Poor
Yes
Daily
Apartment
2,428
25,553
43
Female
28,650
Divorced
null
Master's
Self-Employed
29.489519
Suburban
Comprehensive
null
5
662
9
2022-10-14 15:21:39.250151
Average
Yes
Daily
Apartment
984
25,554
51
Male
22,923
Divorced
4
Bachelor's
Employed
30.244315
Rural
Premium
1
19
606
6
2023-02-27 15:21:39.087123
Poor
Yes
Weekly
Condo
803
25,555
42
Male
null
Single
2
High School
Employed
38.314466
Suburban
Comprehensive
1
17
405
4
2021-03-22 15:21:39.266452
Good
Yes
Weekly
House
1,085
25,556
59
Female
2,904
Single
4
Bachelor's
Employed
16.839266
Urban
Premium
null
11
637
2
2022-04-15 15:21:39.148733
Average
No
Rarely
House
369
25,557
63
Male
40,875
Married
4
Bachelor's
null
14.908416
Suburban
Premium
0
3
518
3
2022-01-14 15:21:39.152732
Poor
Yes
Rarely
Condo
414
25,558
null
Female
43,813
Married
3
High School
Employed
28.246493
Urban
Comprehensive
0
18
630
3
2023-09-13 15:21:39.147735
Poor
Yes
Daily
Condo
2,403
25,559
25
Female
2,491
Divorced
3
High School
Self-Employed
33.898059
Suburban
Basic
0
2
420
8
2020-07-03 15:21:39.092127
Good
No
Weekly
Condo
497
25,560
53
Female
15,863
Single
0
Master's
Unemployed
19.79696
Suburban
Comprehensive
null
11
468
9
2021-04-05 15:21:39.086123
Average
No
Weekly
Apartment
790
25,561
44
Female
null
Divorced
1
Bachelor's
Self-Employed
31.793796
Suburban
Comprehensive
null
7
547
2
2021-10-13 15:21:39.282785
null
Yes
Daily
Condo
227
25,562
31
Male
24,507
Married
4
PhD
null
29.354574
Rural
Premium
null
12
null
1
2023-05-26 15:21:39.254678
null
No
Rarely
Apartment
27
25,563
62
Female
26,312
Divorced
null
PhD
Unemployed
42.62662
Suburban
Comprehensive
1
4
692
6
2021-05-19 15:21:39.263607
Poor
No
Rarely
Condo
264
25,564
19
Female
2,968
Single
1
PhD
Unemployed
18.170027
Urban
Comprehensive
3
17
801
4
2024-03-27 15:21:39.148733
Poor
No
Monthly
Apartment
478
25,565
47
Male
12,954
Divorced
0
Master's
Unemployed
22.315428
Suburban
Premium
1
13
null
9
2023-04-27 15:21:39.165120
Poor
No
Monthly
Condo
761
25,566
39
Male
15,274
Married
2
PhD
Unemployed
null
Rural
Comprehensive
1
2
588
6
2023-12-06 15:21:39.207847
Good
Yes
Monthly
Condo
801
25,567
37
Male
26,142
Single
2
Bachelor's
Employed
26.011914
Urban
Comprehensive
0
11
690
8
2022-09-24 15:21:39.261856
Poor
No
Rarely
Condo
519
25,568
54
Female
23,778
Married
3
Bachelor's
Self-Employed
30.055454
Urban
Premium
0
15
460
3
2023-03-02 15:21:39.220389
Average
No
Weekly
House
615
25,569
31
Male
13,104
Divorced
1
PhD
Self-Employed
29.857494
Suburban
Basic
0
2
490
8
2019-08-22 15:21:39.155231
Good
No
Weekly
House
2,536
25,570
37
Male
23,952
Divorced
4
Bachelor's
Employed
45.681761
Rural
Comprehensive
0
14
397
6
2021-08-22 15:21:39.290098
Poor
Yes
Rarely
House
469
25,571
21
Female
29,863
Divorced
3
Master's
Self-Employed
7.764736
Urban
Comprehensive
1
2
686
7
2020-06-24 15:21:39.134960
Average
No
Daily
Condo
2,436
25,572
33
Female
74,440
Divorced
2
High School
null
9.835886
Urban
Comprehensive
2
16
790
7
2021-08-08 15:21:39.223901
Average
No
Monthly
House
3,603
25,573
63
Male
29,932
Divorced
3
Master's
Employed
35.120962
Rural
Comprehensive
0
3
746
7
2023-06-19 15:21:39.254678
Good
Yes
Monthly
House
4,275
25,574
58
Female
24,472
Single
4
High School
Unemployed
26.756513
Suburban
Basic
null
0
null
7
2024-06-24 15:21:39.105504
Average
Yes
Daily
Condo
3,897
25,575
54
Male
28,332
Married
0
Bachelor's
null
32.878435
Suburban
Premium
1
17
595
6
2022-03-20 15:21:39.252145
Poor
Yes
Daily
House
564
25,576
55
Male
1,010
Divorced
2
Bachelor's
Self-Employed
33.913016
Suburban
Comprehensive
0
10
590
8
2021-10-20 15:21:39.134960
Good
No
Rarely
Apartment
2,892
25,577
18
Male
29,460
null
3
PhD
Employed
26.843104
Urban
Premium
0
9
717
8
2024-02-23 15:21:39.190215
Average
Yes
Monthly
Apartment
906
25,578
62
Male
5,983
Single
3
Bachelor's
Employed
42.539485
Suburban
Premium
2
6
685
8
2019-10-11 15:21:39.134960
Good
No
Monthly
Condo
1,486
25,579
19
Female
35,751
Married
0
Master's
null
34.823996
Rural
Premium
0
3
569
2
2022-11-07 15:21:39.134960
Good
No
Weekly
Apartment
1,150
25,580
47
Female
31,553
Divorced
1
PhD
Unemployed
51.491354
Suburban
Basic
null
8
673
3
2024-04-04 15:21:39.130190
Poor
Yes
Daily
Apartment
828
25,581
42
Female
5,718
Divorced
1
Bachelor's
Self-Employed
36.78447
Rural
Comprehensive
null
14
711
9
2021-07-04 15:21:39.155231
Poor
Yes
Weekly
Condo
145
25,582
33
Male
20,894
Married
0
Bachelor's
Self-Employed
26.397579
Suburban
Basic
2
18
810
9
2022-06-08 15:21:39.288099
Good
No
Weekly
House
466
25,583
61
Female
null
Married
1
High School
Self-Employed
29.946169
Rural
Basic
null
11
712
9
2024-05-15 15:21:39.213373
Average
No
Daily
Apartment
419
25,584
null
Male
18,096
Single
null
Master's
Employed
27.874016
Urban
Premium
null
10
797
1
2021-10-21 15:21:39.254678
Good
Yes
Weekly
Apartment
565
25,585
61
Female
22,462
Divorced
2
PhD
null
40.564253
Rural
Basic
2
19
528
9
2022-05-22 15:21:39.143708
Good
No
Monthly
Apartment
1,061
25,586
55
Male
37,357
Single
3
High School
Employed
4.66456
Rural
Comprehensive
2
15
579
4
2024-07-30 15:21:39.279729
Good
No
Daily
Condo
1,660
25,587
29
Female
3,298
Married
0
Master's
Unemployed
25.957346
Rural
Premium
2
9
591
3
2019-12-06 15:21:39.087123
Good
No
Rarely
House
1,076
25,588
29
Female
547
Married
4
Master's
Self-Employed
48.845453
Urban
Comprehensive
2
4
353
2
2021-10-09 15:21:39.134960
Poor
Yes
Daily
Condo
2,470
25,589
33
Female
10,206
Divorced
2
PhD
Unemployed
36.793692
Suburban
Comprehensive
0
9
null
4
2020-11-17 15:21:39.180553
Poor
Yes
Daily
Condo
515
25,590
39
Female
29,862
Married
1
Bachelor's
Employed
12.816352
Rural
Premium
0
9
549
3
2021-08-09 15:21:39.144722
Average
Yes
Weekly
Condo
1,325
25,591
48
Male
3,634
Married
3
Master's
Self-Employed
40.878311
Suburban
Comprehensive
null
7
523
6
2024-05-09 15:21:39.261856
null
No
Daily
Condo
1,036
25,592
56
Male
46,196
Single
2
Bachelor's
Self-Employed
6.967528
Urban
Premium
1
13
801
8
2021-06-11 15:21:39.092127
Poor
No
Weekly
Apartment
2,362
25,593
39
Female
24,114
Married
2
Bachelor's
Self-Employed
36.299747
Suburban
Premium
1
17
null
9
2022-12-20 15:21:39.120168
Poor
Yes
Weekly
Condo
983
25,594
39
Female
28,400
Divorced
2
Bachelor's
null
19.950102
Suburban
Premium
null
1
503
3
2021-03-18 15:21:39.276901
null
Yes
Daily
Apartment
645
25,595
60
Male
6,948
Single
1
PhD
Employed
40.226583
Urban
Comprehensive
null
7
714
6
2023-08-30 15:21:39.264504
Average
No
Rarely
House
74
25,596
62
Male
14,081
Married
4
Bachelor's
Unemployed
39.966578
Rural
Basic
1
10
null
2
2021-09-10 15:21:39.194829
Good
No
Rarely
House
846
25,597
24
Female
26,731
Divorced
4
PhD
Self-Employed
16.051821
Suburban
Comprehensive
1
8
null
6
2019-09-01 15:21:39.110557
Poor
No
Monthly
House
882
25,598
22
Male
8,822
Married
4
High School
null
40.93601
Rural
Comprehensive
null
10
610
2
2020-08-05 15:21:39.155231
Good
No
Weekly
Apartment
662
25,599
21
Male
116,549
Married
null
PhD
Self-Employed
3.090795
Suburban
Comprehensive
null
12
439
1
2019-12-27 15:21:39.132191
Average
Yes
Weekly
Apartment
959