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
34,600
34
Male
18,244
Single
2
PhD
Unemployed
null
Suburban
Premium
2
5
614
6
2023-10-01 15:21:39.237118
Average
Yes
Rarely
Apartment
1,306
34,601
25
Male
9,894
Married
3
Master's
null
20.04949
Urban
Premium
1
3
587
7
2024-03-08 15:21:39.134960
Good
Yes
Rarely
Condo
571
34,602
21
Female
16,564
Single
null
High School
Unemployed
18.892164
Rural
Comprehensive
null
10
470
5
2024-06-23 15:21:39.252145
Average
No
Monthly
House
338
34,603
44
Female
null
Single
1
High School
null
33.781757
Rural
Premium
1
5
688
9
2021-02-08 15:21:39.263607
Poor
Yes
Weekly
Condo
295
34,604
57
Male
145,907
Divorced
1
Bachelor's
Employed
28.098183
Suburban
Premium
null
10
589
2
2020-11-26 15:21:39.261856
Good
Yes
Rarely
Condo
418
34,605
25
Male
381
Single
2
Master's
null
29.493977
Suburban
Premium
0
19
704
1
2019-12-28 15:21:39.289099
Poor
No
Rarely
Apartment
522
34,606
48
Female
1,457
null
3
High School
Self-Employed
null
Urban
Premium
0
7
617
9
2020-03-02 15:21:39.176717
null
No
Weekly
Condo
624
34,607
23
Female
2,383
Divorced
4
Master's
Unemployed
11.622105
Urban
Premium
1
18
723
3
2020-06-23 15:21:39.166062
Poor
Yes
Monthly
House
154
34,608
49
Female
13,983
Divorced
1
Master's
null
28.123542
Rural
Basic
0
4
641
9
2024-01-13 15:21:39.176717
Poor
Yes
Weekly
Apartment
916
34,609
21
Male
16,076
Married
1
PhD
null
13.735585
Rural
Premium
null
14
633
5
2022-08-30 15:21:39.134960
Average
No
Weekly
Apartment
30
34,610
33
Female
42,491
Divorced
0
Master's
Unemployed
17.985255
Urban
Basic
1
0
553
5
2020-08-05 15:21:39.226954
Good
Yes
Daily
Condo
1,080
34,611
22
Male
37,076
Single
null
High School
Employed
29.693729
Urban
Premium
0
2
743
2
2021-06-28 15:21:39.155231
Poor
Yes
Daily
House
27
34,612
36
Female
4,838
Married
0
Bachelor's
null
9.764396
Rural
Comprehensive
null
3
625
8
2023-03-20 15:21:39.130190
Good
No
Daily
House
270
34,613
32
Male
45,988
Single
2
Master's
null
29.928349
Rural
Basic
null
11
614
7
2021-11-19 15:21:39.267454
Poor
Yes
Weekly
House
1,619
34,614
21
Female
15,504
Divorced
1
PhD
null
19.810849
Rural
Comprehensive
0
11
null
1
2024-05-09 15:21:39.092127
Good
Yes
Daily
House
157
34,615
44
Female
6,522
Married
1
PhD
null
13.382568
Urban
Premium
1
5
578
5
2023-08-07 15:21:39.219432
Average
No
Weekly
Condo
565
34,616
42
Female
52,325
Married
4
High School
Unemployed
12.813957
Urban
Premium
null
6
707
1
2022-02-08 15:21:39.129190
Average
No
Weekly
House
381
34,617
20
Male
78,851
Single
4
Master's
Self-Employed
5.673859
Suburban
Premium
2
1
754
3
2022-07-01 15:21:39.286113
Poor
No
Daily
House
3,425
34,618
21
Female
2,699
Single
4
Bachelor's
Unemployed
18.2337
Suburban
Basic
1
6
583
7
2020-06-08 15:21:39.194829
Average
No
Weekly
Apartment
2,271
34,619
64
Male
8,072
Divorced
3
PhD
Self-Employed
null
Urban
Comprehensive
0
11
718
5
2020-03-01 15:21:39.155231
Good
Yes
Monthly
Apartment
1,310
34,620
52
Male
1,607
Divorced
3
Master's
Self-Employed
46.887429
Rural
Premium
2
0
593
3
2021-09-03 15:21:39.186212
Average
Yes
Weekly
House
2,266
34,621
32
Female
28,991
Single
4
Bachelor's
Unemployed
4.093629
Suburban
Comprehensive
null
15
516
9
2023-02-01 15:21:39.149731
Good
No
Rarely
Condo
724
34,622
46
Female
39,962
Married
4
PhD
null
29.577058
Suburban
Premium
0
6
822
9
2022-11-25 15:21:39.256696
Poor
Yes
Daily
House
2,167
34,623
43
Male
19,763
Married
0
High School
Self-Employed
38.179717
Suburban
Comprehensive
null
2
501
4
2023-07-21 15:21:39.261856
Good
Yes
Monthly
House
391
34,624
46
Male
85,887
Divorced
3
Master's
Unemployed
43.382278
Rural
Basic
2
18
536
2
2024-02-13 15:21:39.150730
Poor
Yes
Monthly
Condo
1,873
34,625
60
Female
11,853
Divorced
2
Bachelor's
null
20.746331
Rural
Comprehensive
1
7
834
8
2023-05-13 15:21:39.097737
Good
No
Rarely
Apartment
829
34,626
53
Female
39,081
Divorced
2
High School
null
6.869277
Rural
Premium
null
4
562
2
2022-04-01 15:21:39.278402
Good
No
Daily
Apartment
846
34,627
31
Male
8,019
Divorced
2
High School
Unemployed
41.456851
Suburban
Premium
3
15
588
1
2023-11-14 15:21:39.093681
Poor
No
Monthly
Apartment
3,237
34,628
48
Female
48,121
Single
null
Bachelor's
Employed
30.126901
Suburban
Premium
1
2
788
2
2024-03-02 15:21:39.208842
Good
No
Weekly
Condo
163
34,629
19
Male
20,881
Married
1
High School
Unemployed
33.286726
Urban
Basic
0
11
824
2
2020-01-22 15:21:39.251142
Good
No
Rarely
Apartment
2,069
34,630
62
Female
47,165
Married
2
PhD
Unemployed
50.788638
Rural
Premium
0
14
337
4
2021-05-27 15:21:39.184157
Good
No
Daily
Condo
1,394
34,631
34
Female
36,231
Single
4
PhD
Self-Employed
22.402044
Rural
Comprehensive
0
0
693
6
2020-12-18 15:21:39.245086
Poor
Yes
Weekly
Condo
3,259
34,632
23
Female
18,072
Married
3
High School
Unemployed
29.441819
Urban
Premium
0
18
483
6
2021-11-30 15:21:39.223390
Poor
Yes
Weekly
House
2,305
34,633
27
Female
125,750
Divorced
3
PhD
null
13.828177
Suburban
Basic
1
17
437
7
2023-04-04 15:21:39.237118
Good
Yes
Rarely
Condo
2,144
34,634
61
Female
20,052
Divorced
0
Bachelor's
null
31.788175
Suburban
Comprehensive
1
8
801
3
2020-05-27 15:21:39.155231
Average
No
Rarely
House
35
34,635
40
Male
565
Divorced
3
PhD
Unemployed
11.751278
Rural
Basic
1
1
447
5
2023-04-06 15:21:39.155231
null
Yes
Monthly
Apartment
1,733
34,636
59
Male
58,943
Married
2
Bachelor's
Unemployed
5.430656
Suburban
Comprehensive
null
1
723
9
2024-05-30 15:21:39.134960
Poor
No
Monthly
Condo
60
34,637
32
Female
null
Married
null
Master's
Self-Employed
18.396679
Rural
Comprehensive
0
1
773
1
2022-12-07 15:21:39.196387
Poor
No
Weekly
Condo
198
34,638
56
Male
81,572
Single
1
Master's
null
9.484622
Suburban
Comprehensive
0
11
469
5
2024-02-25 15:21:39.188220
Poor
No
Rarely
Apartment
3,416
34,639
63
Male
24,706
Married
0
High School
null
11.951303
Urban
Basic
0
14
690
1
2020-07-31 15:21:39.181605
Average
Yes
Weekly
House
496
34,640
28
Male
24,987
Divorced
0
High School
null
41.363004
Urban
Comprehensive
null
6
594
2
2023-02-06 15:21:39.171102
Average
No
Monthly
Condo
478
34,641
44
Female
null
Single
0
Bachelor's
Self-Employed
38.81349
Suburban
Basic
1
6
410
7
2019-11-10 15:21:39.155231
null
Yes
Monthly
House
2,426
34,642
52
Female
20,618
Married
2
PhD
null
24.527498
Urban
Basic
null
0
426
3
2022-06-04 15:21:39.145732
Poor
No
Rarely
Condo
830
34,643
26
Male
113,770
null
0
Bachelor's
Unemployed
null
Urban
Comprehensive
null
4
584
8
2023-01-28 15:21:39.091080
Average
Yes
Daily
Condo
1,175
34,644
27
Female
34,991
Married
null
Master's
Employed
25.054977
Suburban
Comprehensive
3
2
687
7
2020-02-24 15:21:39.092127
Poor
Yes
Monthly
Condo
1,368
34,645
38
Male
46,312
Married
null
Master's
Self-Employed
null
Suburban
Comprehensive
0
7
641
8
2024-03-26 15:21:39.130190
Poor
Yes
Rarely
Condo
50
34,646
61
Male
45,989
Single
1
Master's
Self-Employed
25.571818
Rural
Comprehensive
1
9
718
9
2021-01-16 15:21:39.134960
Good
Yes
Weekly
Condo
498
34,647
32
Male
12,720
Divorced
0
Master's
Unemployed
38.939394
Urban
Comprehensive
0
14
658
9
2023-10-20 15:21:39.250151
Average
Yes
Daily
Apartment
1,118
34,648
63
Female
23,013
Divorced
3
High School
Employed
31.879172
Urban
Comprehensive
2
12
516
1
2021-04-23 15:21:39.093681
Poor
Yes
Daily
House
615
34,649
56
Female
null
Divorced
2
Master's
Unemployed
32.372867
Suburban
Comprehensive
1
13
709
8
2024-01-17 15:21:39.088124
Good
Yes
Rarely
House
150
34,650
54
Female
28,894
Married
0
Master's
Unemployed
17.867971
Suburban
Comprehensive
0
13
null
5
2024-04-15 15:21:39.237118
Good
No
Daily
House
638
34,651
35
Female
5,761
Single
3
Bachelor's
Self-Employed
26.827303
Rural
Basic
0
6
513
2
2022-09-18 15:21:39.171102
Poor
Yes
Daily
Condo
1,049
34,652
48
Male
1,807
Single
1
Master's
null
24.181224
Suburban
Basic
2
2
655
1
2024-04-14 15:21:39.134960
null
Yes
Monthly
Apartment
772
34,653
61
Female
81,527
Married
null
Bachelor's
Employed
23.311879
Urban
Basic
null
14
321
4
2022-04-02 15:21:39.261856
Poor
Yes
Daily
Condo
1,037
34,654
51
Female
110,726
Divorced
3
Master's
Self-Employed
null
Suburban
Premium
null
18
590
6
2023-09-15 15:21:39.134960
Good
Yes
Rarely
Condo
2,096
34,655
19
Male
51,440
Divorced
1
Master's
Employed
20.145829
Urban
Basic
3
11
null
5
2022-04-20 15:21:39.134960
Good
Yes
Monthly
Apartment
22
34,656
62
Male
30,398
null
1
Bachelor's
Unemployed
50.193057
Rural
Comprehensive
1
12
577
2
2019-11-01 15:21:39.134960
Good
Yes
Daily
Condo
859
34,657
22
Male
126,934
Divorced
0
Master's
null
9.527271
Rural
Comprehensive
null
7
659
4
2023-05-12 15:21:39.134960
Good
No
Daily
House
240
34,658
20
Female
49
Married
null
Master's
Unemployed
45.981819
Urban
Comprehensive
null
0
555
2
2020-09-02 15:21:39.132191
Average
No
Daily
Condo
1,219
34,659
33
Male
1,955
Married
2
Bachelor's
Employed
16.60558
Suburban
Premium
1
16
null
8
2020-12-04 15:21:39.245086
Average
No
Daily
House
45
34,660
30
Female
18,554
Divorced
null
High School
null
25.15011
Urban
Basic
null
18
508
2
2023-08-01 15:21:39.205850
Poor
No
Rarely
Apartment
110
34,661
52
Male
36,255
Divorced
0
PhD
null
31.643931
Suburban
Comprehensive
1
13
767
6
2020-12-22 15:21:39.134960
Average
Yes
Daily
House
616
34,662
35
Male
35,139
Married
3
Master's
Self-Employed
37.86864
Rural
Comprehensive
2
13
334
1
2021-03-11 15:21:39.123711
Good
No
Rarely
Apartment
588
34,663
21
Female
null
Divorced
0
High School
Unemployed
18.908235
Rural
Basic
4
4
791
6
2021-08-14 15:21:39.177724
Good
No
Weekly
House
2,236
34,664
57
Male
37,253
Single
3
Master's
Unemployed
51.726005
Urban
Basic
null
9
486
1
2022-05-08 15:21:39.134960
Poor
Yes
Rarely
Condo
1,033
34,665
49
Male
127,949
Married
3
PhD
null
50.739723
Rural
Comprehensive
null
9
508
4
2020-12-08 15:21:39.280784
Poor
Yes
Monthly
House
28
34,666
24
Female
927
Divorced
4
High School
null
20.666411
Suburban
Premium
null
5
489
1
2020-03-19 15:21:39.085129
Poor
No
Monthly
House
1,844
34,667
18
Male
12,076
Married
2
Bachelor's
Self-Employed
37.68872
Suburban
Comprehensive
null
18
412
1
2020-01-03 15:21:39.122134
Poor
No
Rarely
Apartment
1,023
34,668
29
Female
77,036
Single
4
PhD
null
18.127027
Urban
Comprehensive
2
12
354
1
2020-10-13 15:21:39.149731
Poor
No
Monthly
Apartment
384
34,669
21
Female
8,092
Single
0
Bachelor's
null
45.389375
Urban
Premium
3
14
557
7
2020-12-08 15:21:39.092127
Good
No
Daily
Condo
2,362
34,670
24
Female
74,483
Married
0
PhD
Unemployed
15.92486
Suburban
Premium
null
7
358
5
2021-01-07 15:21:39.080184
Average
No
Weekly
House
424
34,671
26
Male
15,886
Divorced
3
PhD
Unemployed
18.958166
Urban
Comprehensive
0
16
590
7
2021-09-08 15:21:39.134960
Average
No
Rarely
House
27
34,672
45
Female
33,812
Single
1
Master's
Unemployed
28.646462
Urban
Comprehensive
null
5
580
9
2022-08-08 15:21:39.193945
Average
No
Weekly
Condo
464
34,673
40
Male
2,058
Married
2
Bachelor's
Unemployed
9.495571
Rural
Comprehensive
null
4
397
2
2021-04-02 15:21:39.155231
Good
No
Daily
Condo
817
34,674
61
Female
16,891
Divorced
null
High School
Unemployed
16.051709
Urban
Comprehensive
2
10
654
6
2024-01-05 15:21:39.089116
Average
No
Monthly
Condo
434
34,675
61
Male
2,879
Married
1
Master's
Unemployed
null
Urban
Premium
0
8
591
7
2022-07-29 15:21:39.134960
Poor
Yes
Daily
Apartment
685
34,676
58
Male
3,142
Married
4
Bachelor's
null
15.687096
Suburban
Comprehensive
0
9
588
7
2021-04-27 15:21:39.204790
null
No
Weekly
Apartment
497
34,677
27
Male
51,537
Single
0
High School
Unemployed
7.094522
Urban
Basic
0
19
705
6
2023-10-14 15:21:39.130190
Average
Yes
Daily
House
385
34,678
41
Male
53,760
Single
4
Bachelor's
Self-Employed
18.066372
Urban
Premium
2
7
null
6
2023-02-15 15:21:39.225916
Good
Yes
Weekly
Apartment
28
34,679
52
Male
35,358
Divorced
0
Master's
Unemployed
8.240144
Suburban
Basic
2
7
null
9
2019-11-04 15:21:39.213373
Poor
No
Rarely
Condo
1,685
34,680
45
Female
8,072
Married
2
PhD
Employed
23.633593
Rural
Basic
null
2
null
9
2024-03-19 15:21:39.155231
Poor
No
Monthly
House
2,288
34,681
37
Male
26,276
Single
4
High School
Self-Employed
39.869187
Suburban
Premium
null
13
781
1
2024-07-26 15:21:39.090124
Poor
Yes
Daily
Condo
1,193
34,682
38
Female
35,192
null
0
Master's
Unemployed
19.056726
Suburban
Premium
0
10
null
6
2022-02-20 15:21:39.080440
Poor
Yes
Daily
Apartment
973
34,683
25
Male
43,858
Divorced
2
High School
null
48.687067
Urban
Basic
null
16
473
3
2021-12-13 15:21:39.192212
Average
No
Rarely
House
1,172
34,684
52
Male
43,886
Single
3
PhD
null
37.174902
Rural
Premium
1
19
786
2
2024-05-30 15:21:39.200452
Average
No
Daily
Apartment
790
34,685
18
Male
1,139
Divorced
2
Bachelor's
Self-Employed
26.258837
Urban
Premium
1
8
null
1
2020-09-20 15:21:39.111551
null
Yes
Daily
Apartment
1,726
34,686
54
Female
23,755
Divorced
2
Bachelor's
Employed
11.743405
Rural
Basic
0
10
572
9
2021-06-04 15:21:39.221386
Poor
Yes
Weekly
Condo
1,847
34,687
55
Female
17,553
Divorced
null
Bachelor's
null
19.232009
Suburban
Premium
2
5
622
2
2020-10-29 15:21:39.155231
Average
No
Monthly
Condo
1,317
34,688
41
Female
26,364
Married
3
PhD
Employed
39.242151
Rural
Premium
0
8
825
3
2024-07-03 15:21:39.215386
Good
Yes
Weekly
Condo
245
34,689
39
Male
47,571
Single
2
Bachelor's
Employed
19.956752
Rural
Comprehensive
null
17
355
5
2022-06-25 15:21:39.237118
Poor
No
Monthly
Apartment
1,840
34,690
64
Male
716
Single
2
Master's
null
13.2419
Suburban
Basic
1
9
null
4
2023-08-25 15:21:39.146733
Average
Yes
Monthly
Condo
35
34,691
47
Male
108,941
Divorced
3
Master's
null
43.325958
Rural
Comprehensive
null
17
622
6
2019-09-17 15:21:39.148733
Poor
Yes
Rarely
House
60
34,692
49
Female
16,520
Married
4
Bachelor's
Self-Employed
10.528513
Rural
Premium
1
15
321
4
2022-02-12 15:21:39.151732
Good
Yes
Monthly
Condo
1,548
34,693
54
Male
24
Married
2
PhD
null
35.319934
Suburban
Basic
null
11
552
2
2023-08-26 15:21:39.221386
null
No
Rarely
Condo
532
34,694
31
Male
39,082
Single
1
Bachelor's
null
33.676845
Urban
Basic
0
8
691
2
2023-12-16 15:21:39.134960
Poor
No
Weekly
House
677
34,695
63
Male
47,650
Single
0
Master's
Unemployed
37.929975
Suburban
Premium
1
7
null
1
2022-07-31 15:21:39.225916
Good
No
Monthly
Condo
125
34,696
56
Female
764
Single
3
PhD
Employed
null
Rural
Comprehensive
0
7
null
8
2020-04-12 15:21:39.180553
Poor
Yes
Rarely
Condo
1,295
34,697
44
Female
57,422
Single
1
High School
Employed
29.957138
Suburban
Comprehensive
0
7
762
8
2022-01-25 15:21:39.209847
Good
Yes
Daily
Condo
187
34,698
29
Female
759
Divorced
0
PhD
Employed
null
Rural
Basic
1
2
511
6
2021-04-12 15:21:39.134960
Average
Yes
Weekly
House
1,025
34,699
52
Male
67,468
Divorced
1
High School
null
15.17263
Urban
Premium
2
0
null
9
2023-06-27 15:21:39.254678
Good
Yes
Rarely
Condo
119