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
20,500
42
Male
1,209
Divorced
0
PhD
Employed
18.34843
Suburban
Comprehensive
null
7
452
1
2024-07-11 15:21:39.085129
Good
Yes
Daily
House
29
20,501
30
Female
16,232
Married
0
Master's
Employed
13.997768
Suburban
Premium
1
19
325
5
2023-09-21 15:21:39.124659
Good
No
Monthly
Apartment
2,362
20,502
19
Female
42,414
Divorced
0
Master's
Employed
25.914708
Rural
Comprehensive
0
12
391
8
2021-07-20 15:21:39.194829
Average
Yes
Weekly
Apartment
2,145
20,503
54
Male
26,200
Married
2
Master's
Self-Employed
29.255514
Rural
Comprehensive
null
8
733
2
2021-10-09 15:21:39.126661
Good
No
Daily
Apartment
1,034
20,504
61
Female
20,589
Married
1
High School
Unemployed
23.011747
Suburban
Premium
0
8
751
1
2020-05-25 15:21:39.151732
Average
Yes
Monthly
Apartment
907
20,505
64
Female
2,298
Single
3
PhD
Unemployed
31.394926
Suburban
Basic
null
4
null
3
2021-04-02 15:21:39.143708
null
Yes
Weekly
House
1,022
20,506
60
Male
274
Married
3
High School
Self-Employed
21.667983
Suburban
Premium
0
18
750
5
2020-12-11 15:21:39.119168
Poor
No
Monthly
House
274
20,507
31
Male
15,981
Divorced
0
Bachelor's
null
10.48698
Rural
Basic
1
11
null
7
2024-06-29 15:21:39.282785
Good
Yes
Weekly
House
893
20,508
24
Male
18,355
Divorced
2
Master's
null
11.54063
Urban
Basic
1
18
743
4
2024-01-01 15:21:39.146733
Average
Yes
Rarely
House
1,048
20,509
56
Male
39,467
Divorced
1
Master's
null
15.908225
Suburban
Premium
1
7
624
4
2020-06-21 15:21:39.171102
Poor
No
Weekly
Condo
1,368
20,510
55
Male
5,857
Divorced
3
Master's
null
17.813373
Suburban
Basic
1
19
810
1
2023-09-17 15:21:39.170099
Average
Yes
Rarely
Condo
1,020
20,511
55
Male
43,789
Married
0
PhD
null
12.183856
Suburban
Basic
0
1
629
5
2022-08-23 15:21:39.134960
Poor
Yes
Monthly
House
603
20,512
46
Female
29,646
Single
3
Master's
Self-Employed
31.848992
Rural
Comprehensive
1
6
629
1
2020-05-29 15:21:39.220389
Average
No
Daily
House
1,275
20,513
42
Male
11,536
Divorced
4
Bachelor's
Employed
15.908188
Suburban
Comprehensive
null
10
811
6
2023-02-27 15:21:39.131192
Good
No
Weekly
Apartment
1,079
20,514
54
Female
10,046
Divorced
null
High School
Unemployed
27.675028
Suburban
Basic
2
12
486
2
2022-10-22 15:21:39.134960
Good
Yes
Rarely
House
1,532
20,515
64
Male
32,181
Single
1
Bachelor's
Self-Employed
14.837775
Urban
Premium
1
12
null
9
2021-09-01 15:21:39.144722
Poor
No
Daily
House
1,525
20,516
46
Male
1,278
Married
3
Master's
Self-Employed
null
Suburban
Basic
null
6
709
5
2022-07-10 15:21:39.129190
Good
No
Weekly
Condo
995
20,517
47
Male
823
Single
2
Bachelor's
Unemployed
19.395051
Rural
Premium
1
9
558
7
2020-11-09 15:21:39.267454
Poor
Yes
Weekly
Apartment
3,036
20,518
36
Female
81,822
Divorced
2
High School
null
33.822651
Urban
Comprehensive
1
16
531
1
2021-04-11 15:21:39.249100
Poor
Yes
Daily
House
48
20,519
61
Female
33,125
Single
0
PhD
Unemployed
13.672948
Urban
Comprehensive
3
2
844
8
2020-09-05 15:21:39.096739
Good
Yes
Monthly
Apartment
119
20,520
41
Female
null
Married
null
Master's
Self-Employed
35.726666
Suburban
Basic
null
6
350
6
2023-10-17 15:21:39.192212
Poor
No
Rarely
House
381
20,521
28
Female
1,457
Divorced
1
PhD
Self-Employed
36.634207
Suburban
Premium
0
13
508
9
2021-06-08 15:21:39.155231
Good
No
Weekly
Apartment
549
20,522
26
Male
101,876
Single
3
High School
Self-Employed
17.97211
Suburban
Comprehensive
0
1
340
1
2020-08-26 15:21:39.200452
Poor
No
Weekly
Condo
2,711
20,523
21
Male
37,384
Divorced
2
Bachelor's
Self-Employed
17.670067
Rural
Comprehensive
null
3
null
6
2023-09-17 15:21:39.176717
Poor
No
Monthly
House
506
20,524
60
Female
6,769
Single
0
High School
null
46.092937
Urban
Premium
null
3
null
7
2024-01-25 15:21:39.155231
Poor
Yes
Daily
Apartment
484
20,525
18
Female
2,474
Divorced
1
Master's
Self-Employed
10.181405
Suburban
Comprehensive
null
11
456
9
2020-04-20 15:21:39.276901
Average
No
Daily
Apartment
563
20,526
27
Male
72,839
Married
2
PhD
null
39.33191
Suburban
Basic
2
13
692
4
2023-09-30 15:21:39.134960
Poor
No
Daily
House
30
20,527
44
Male
5,965
Single
4
High School
Employed
7.914196
Rural
Premium
1
5
512
9
2024-02-27 15:21:39.274993
Good
No
Rarely
House
1,233
20,528
31
Female
5,060
Married
4
PhD
Self-Employed
49.397301
Rural
Comprehensive
0
10
497
2
2022-02-02 15:21:39.245086
Good
No
Weekly
Apartment
565
20,529
40
Female
9,439
Divorced
null
PhD
Unemployed
27.058489
Rural
Comprehensive
null
8
452
6
2022-01-28 15:21:39.265513
Average
No
Daily
Condo
2,122
20,530
64
Male
49,941
Single
0
PhD
Unemployed
44.049876
Suburban
Comprehensive
0
19
507
2
2020-06-15 15:21:39.283783
Poor
Yes
Weekly
Condo
390
20,531
21
Male
null
Divorced
2
Bachelor's
Unemployed
39.95826
Rural
Premium
2
8
382
1
2021-08-20 15:21:39.085129
Average
Yes
Weekly
Apartment
622
20,532
null
Male
33,837
Divorced
null
Bachelor's
Self-Employed
7.891372
Urban
Basic
1
8
492
9
2019-09-14 15:21:39.155231
Good
No
Monthly
House
249
20,533
19
Female
39,295
Married
4
PhD
Employed
13.318819
Rural
Basic
0
16
762
7
2021-06-08 15:21:39.256696
Good
No
Monthly
Condo
876
20,534
23
Female
29,860
Single
0
Bachelor's
Self-Employed
34.724342
Rural
Comprehensive
null
1
761
6
2020-12-24 15:21:39.178717
Poor
No
Rarely
Condo
2,525
20,535
19
Male
72,652
Married
3
Master's
Self-Employed
19.63868
Suburban
Premium
2
13
706
3
2022-03-11 15:21:39.261856
Average
Yes
Monthly
Condo
30
20,536
51
Female
1,450
Divorced
0
PhD
Self-Employed
18.038196
Rural
Comprehensive
3
7
null
9
2023-02-18 15:21:39.249100
Average
No
Daily
House
563
20,537
18
Male
132,358
Married
3
PhD
Self-Employed
30.122826
Rural
Premium
0
14
507
2
2021-06-27 15:21:39.237118
Poor
Yes
Weekly
House
3,061
20,538
39
Female
39,726
Divorced
1
High School
Employed
17.285841
Rural
Comprehensive
null
6
583
6
2020-03-26 15:21:39.095696
Poor
Yes
Weekly
Condo
438
20,539
63
Female
27,430
Single
3
Bachelor's
null
18.07928
Urban
Basic
null
6
725
5
2022-02-16 15:21:39.079128
Average
No
Rarely
Condo
1,253
20,540
56
Male
6,096
Divorced
3
Master's
Unemployed
22.778826
Rural
Premium
null
7
769
4
2023-05-01 15:21:39.134960
Average
Yes
Weekly
House
1,219
20,541
52
Female
14,862
Divorced
1
PhD
null
18.880195
Rural
Basic
1
6
645
7
2021-08-02 15:21:39.204790
Poor
Yes
Weekly
Condo
1,169
20,542
45
Female
81,242
Single
1
High School
null
7.29487
Suburban
Premium
0
4
382
3
2022-05-08 15:21:39.207847
Poor
Yes
Rarely
Apartment
542
20,543
29
Male
9,087
Divorced
0
PhD
Unemployed
21.23689
Suburban
Comprehensive
null
19
566
6
2020-05-01 15:21:39.208842
Poor
No
Weekly
House
1,686
20,544
34
Male
null
Married
0
Bachelor's
Self-Employed
23.392547
Urban
Premium
3
11
380
6
2021-07-20 15:21:39.279729
Average
No
Monthly
Apartment
3,480
20,545
62
Male
5,718
Married
1
Master's
Self-Employed
34.049631
Rural
Basic
null
14
761
7
2021-12-28 15:21:39.155231
Good
No
Rarely
House
3,096
20,546
32
Female
15,696
Married
null
High School
null
47.179466
Rural
Basic
0
18
810
1
2019-10-08 15:21:39.149731
Average
No
Weekly
Condo
2,059
20,547
null
Female
29,069
Married
3
High School
Self-Employed
49.588625
Rural
Basic
1
15
687
5
2024-06-22 15:21:39.119168
Good
Yes
Rarely
House
1,742
20,548
41
Female
18,795
Married
null
Bachelor's
Self-Employed
41.906223
Urban
Comprehensive
null
1
682
5
2022-01-08 15:21:39.254678
Poor
No
Monthly
Condo
741
20,549
54
Male
27,084
Married
null
Master's
Self-Employed
45.994036
Urban
Basic
0
16
589
3
2021-07-19 15:21:39.155231
Good
Yes
Monthly
House
1,375
20,550
37
Female
21,872
Divorced
4
Bachelor's
Unemployed
31.18111
Suburban
Basic
null
0
476
1
2022-02-24 15:21:39.155231
Poor
No
Monthly
House
1,488
20,551
61
Male
38,229
Married
4
Bachelor's
null
13.85884
Suburban
Comprehensive
1
12
663
2
2024-03-25 15:21:39.134960
Average
Yes
Rarely
Apartment
2,355
20,552
43
Female
59,097
Divorced
0
PhD
Unemployed
51.488971
Rural
Premium
2
4
674
5
2020-11-03 15:21:39.228521
Good
No
Weekly
Condo
3,068
20,553
37
Female
3,364
Divorced
1
Master's
Self-Employed
4.859129
Suburban
Basic
1
18
731
8
2022-01-12 15:21:39.134960
Poor
No
Weekly
Apartment
2,134
20,554
27
Female
40,818
Single
1
High School
Unemployed
36.381492
Urban
Comprehensive
1
1
703
1
2019-09-03 15:21:39.279729
Average
No
Weekly
House
42
20,555
47
Female
45,069
Divorced
4
PhD
Employed
21.434831
Suburban
Comprehensive
0
3
569
6
2021-02-15 15:21:39.119168
Average
Yes
Rarely
Condo
50
20,556
51
Female
null
Divorced
2
High School
Self-Employed
9.742428
Urban
Premium
3
7
551
4
2019-11-01 15:21:39.279729
Good
Yes
Weekly
Condo
20
20,557
64
Female
21,391
Married
2
High School
null
26.183682
Urban
Basic
0
15
511
9
2020-10-21 15:21:39.155231
Poor
No
Monthly
House
393
20,558
40
Female
70,681
Divorced
3
PhD
Self-Employed
7.74096
Suburban
Premium
2
15
377
3
2021-03-28 15:21:39.110557
Average
Yes
Weekly
Condo
25
20,559
26
Female
35,790
Married
4
High School
Employed
11.332959
Suburban
Basic
null
12
null
4
2022-07-05 15:21:39.131192
Good
No
Weekly
Condo
885
20,560
31
Male
712
Divorced
4
Bachelor's
Self-Employed
24.430765
Urban
Premium
1
11
629
9
2019-09-02 15:21:39.180553
Poor
Yes
Rarely
Condo
706
20,561
64
Female
13,793
Single
2
PhD
Self-Employed
14.028969
Rural
Premium
3
17
730
9
2023-12-15 15:21:39.259788
Average
No
Rarely
House
381
20,562
26
Female
3,490
Single
0
Bachelor's
Unemployed
24.692295
Suburban
Basic
1
9
586
6
2024-03-15 15:21:39.155231
Average
No
Monthly
Apartment
165
20,563
24
Male
null
Divorced
4
Bachelor's
Unemployed
4.510501
Suburban
Premium
1
15
562
8
2022-08-18 15:21:39.181605
Average
No
Rarely
Apartment
111
20,564
44
Male
16,094
Single
4
High School
null
28.015801
Urban
Basic
null
17
null
4
2021-05-06 15:21:39.221386
Average
Yes
Weekly
House
803
20,565
41
Male
149,320
Married
2
PhD
null
21.891425
Urban
Basic
null
0
434
6
2020-03-05 15:21:39.187211
Good
No
Weekly
Condo
1,527
20,566
32
Female
24,663
Married
4
PhD
Self-Employed
null
Suburban
Basic
3
0
778
1
2020-07-02 15:21:39.173834
Average
Yes
Daily
House
40
20,567
37
Female
75,193
Single
1
PhD
Self-Employed
22.539376
Urban
Comprehensive
1
3
416
4
2021-12-13 15:21:39.096739
Poor
Yes
Monthly
House
219
20,568
32
Female
1,237
Single
4
PhD
Employed
49.664173
Urban
Premium
2
2
813
2
2020-03-02 15:21:39.134960
Poor
No
Weekly
Condo
595
20,569
20
Female
11,282
Married
2
Master's
Unemployed
27.957212
Rural
Basic
null
15
577
3
2020-02-24 15:21:39.237118
Poor
Yes
Daily
Apartment
2,058
20,570
44
Female
7,081
Single
2
Master's
Unemployed
31.972309
Rural
Basic
0
18
516
1
2022-10-30 15:21:39.221386
Average
No
Weekly
Condo
2,114
20,571
null
Male
3,698
Married
3
High School
Employed
8.542258
Suburban
Basic
1
2
682
3
2023-10-13 15:21:39.155231
Poor
No
Weekly
House
2,339
20,572
43
Female
53,423
Married
2
Master's
Self-Employed
51.984031
Rural
Premium
2
6
null
7
2022-10-31 15:21:39.097737
Poor
No
Daily
House
819
20,573
48
Male
6,894
Divorced
2
High School
null
29.437825
Suburban
Comprehensive
null
4
659
5
2024-01-30 15:21:39.126661
Good
Yes
Monthly
Condo
531
20,574
62
Male
1,158
Married
3
High School
null
48.06819
Rural
Premium
0
14
378
9
2020-05-04 15:21:39.111551
Good
No
Weekly
Apartment
275
20,575
53
Female
13,852
Single
null
High School
Employed
40.568721
Suburban
Comprehensive
null
3
null
3
2020-10-07 15:21:39.205850
Average
No
Weekly
Apartment
765
20,576
43
Male
47,799
Married
4
PhD
Employed
31.782936
Suburban
Basic
null
4
326
3
2022-08-08 15:21:39.219432
Poor
No
Weekly
Condo
2,627
20,577
34
Male
8,071
Divorced
3
High School
Unemployed
26.844655
Rural
Premium
1
14
659
3
2024-05-08 15:21:39.182597
Poor
Yes
Monthly
House
631
20,578
35
Male
29,738
Single
1
High School
Employed
42.231003
Suburban
Basic
2
6
758
1
2021-05-10 15:21:39.093681
Poor
Yes
Rarely
House
20
20,579
30
Male
18,086
Married
0
Bachelor's
null
13.84635
Rural
Comprehensive
0
2
727
6
2021-02-16 15:21:39.164044
Good
Yes
Daily
Apartment
1,077
20,580
55
Female
106,257
Single
2
PhD
null
20.514737
Suburban
Premium
0
8
495
6
2022-05-13 15:21:39.134960
Poor
No
Monthly
Condo
89
20,581
51
Male
23,452
Married
2
PhD
Unemployed
49.934141
Suburban
Basic
2
11
507
7
2021-12-25 15:21:39.107553
Good
Yes
Daily
Apartment
567
20,582
21
Male
16,076
Single
0
Bachelor's
Self-Employed
27.527399
Suburban
Premium
null
8
479
5
2021-09-04 15:21:39.155231
Good
Yes
Rarely
Condo
1,204
20,583
45
Female
1,727
Single
3
High School
Self-Employed
34.583904
Urban
Premium
1
5
586
3
2023-09-28 15:21:39.155231
Good
Yes
Rarely
Apartment
2,452
20,584
49
Male
20,991
Divorced
null
PhD
Employed
36.82425
Suburban
Comprehensive
0
5
844
4
2021-01-16 15:21:39.086123
Average
No
Monthly
Condo
2,884
20,585
53
Male
26,981
Single
3
PhD
Self-Employed
31.145399
Rural
Premium
null
16
null
6
2024-07-19 15:21:39.122134
Average
No
Daily
Apartment
725
20,586
22
Female
85,844
Married
3
High School
Employed
27.286008
Suburban
Premium
1
17
330
6
2020-02-14 15:21:39.221386
Good
No
Monthly
Condo
814
20,587
33
Male
31,895
Married
0
Bachelor's
Unemployed
24.726461
Urban
Basic
0
14
833
6
2020-02-22 15:21:39.205850
Good
No
Rarely
Apartment
470
20,588
57
Female
3,675
Married
3
PhD
Employed
30.24606
Suburban
Basic
1
16
652
4
2021-06-21 15:21:39.165120
null
No
Daily
Condo
572
20,589
19
Male
35,781
Divorced
2
PhD
Self-Employed
41.178564
Urban
Basic
1
1
839
4
2024-07-25 15:21:39.248098
Good
Yes
Rarely
Apartment
722
20,590
26
Male
75,715
Single
2
Bachelor's
Unemployed
27.737778
Suburban
Premium
0
10
410
9
2020-06-01 15:21:39.148733
Poor
No
Weekly
House
2,478
20,591
18
Male
17,121
Married
0
PhD
Self-Employed
17.797664
Rural
Comprehensive
1
18
767
6
2024-04-18 15:21:39.167099
Average
No
Rarely
House
437
20,592
29
Male
36,662
Single
1
High School
Unemployed
52.483573
Suburban
Basic
0
0
760
5
2020-03-19 15:21:39.214388
Poor
No
Daily
Condo
35
20,593
37
Female
10,720
Single
3
Master's
null
22.171047
Suburban
Comprehensive
1
13
824
7
2022-06-04 15:21:39.228521
Good
No
Weekly
Apartment
1,394
20,594
28
Male
84,599
Divorced
0
Bachelor's
null
44.18277
Urban
Comprehensive
2
1
431
3
2023-10-30 15:21:39.175719
Poor
Yes
Weekly
Condo
1,527
20,595
41
Female
24,114
Divorced
3
Bachelor's
Self-Employed
51.534237
Urban
Premium
1
16
605
6
2021-02-06 15:21:39.172097
Good
No
Weekly
House
1,299
20,596
51
Male
16,862
Married
2
Master's
Self-Employed
12.898441
Suburban
Premium
1
2
711
2
2020-12-06 15:21:39.244069
Poor
Yes
Rarely
Apartment
590
20,597
35
Female
45,425
Divorced
0
Master's
null
15.608211
Rural
Comprehensive
1
1
527
2
2021-03-17 15:21:39.171102
Poor
No
Rarely
Apartment
781
20,598
64
Female
2,077
Married
1
PhD
Employed
26.572765
Rural
Basic
null
4
null
6
2022-03-21 15:21:39.146733
null
Yes
Weekly
House
1,472
20,599
50
Female
39,741
Married
1
Master's
Self-Employed
15.811581
Suburban
Comprehensive
2
8
null
1
2019-11-25 15:21:39.094752
Average
No
Daily
House
1,346