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
600
56
Female
82,586
Single
0
Master's
Unemployed
8.172764
Rural
Basic
3
3
581
1
2024-05-06 15:21:39.148733
null
No
Daily
Apartment
3,514
601
23
Male
16,281
Single
2
High School
null
22.361567
Rural
Premium
3
6
820
9
2023-09-17 15:21:39.237118
null
Yes
Monthly
Apartment
479
602
28
Male
20,683
Single
3
High School
Employed
40.854678
Urban
Premium
null
8
null
1
2023-11-06 15:21:39.212862
Good
Yes
Weekly
Condo
370
603
23
Male
50,711
Single
3
PhD
Self-Employed
44.083781
Urban
Basic
2
13
381
1
2021-01-23 15:21:39.080440
Poor
No
Rarely
House
2,192
604
57
Male
38,140
Married
4
Bachelor's
Employed
21.869365
Suburban
Comprehensive
null
0
679
5
2024-01-19 15:21:39.208842
Average
Yes
Daily
Apartment
874
605
54
Male
null
Married
4
High School
Unemployed
37.318841
Urban
Premium
1
2
349
3
2023-09-17 15:21:39.186212
Average
No
Weekly
Condo
705
606
63
Male
79,560
Divorced
1
Bachelor's
Unemployed
31.04532
Suburban
Premium
null
5
null
3
2022-04-13 15:21:39.194829
Good
No
Daily
Apartment
133
607
33
Female
6,963
Single
1
Bachelor's
Unemployed
40.557735
Suburban
Premium
null
10
807
2
2021-04-08 15:21:39.144722
Poor
Yes
Rarely
House
1,245
608
38
Female
29,055
Single
1
High School
null
15.876376
Urban
Premium
3
7
625
7
2024-03-17 15:21:39.092127
Good
No
Weekly
House
541
609
30
Male
6,832
Single
2
High School
Employed
15.143764
Rural
Basic
3
8
415
5
2020-07-11 15:21:39.085129
Good
Yes
Rarely
Condo
3,051
610
27
Male
18,058
Divorced
0
Bachelor's
Unemployed
34.547389
Urban
Comprehensive
2
3
506
5
2022-06-24 15:21:39.172097
Average
Yes
Weekly
Apartment
614
611
62
Male
2,689
Divorced
3
PhD
Unemployed
29.769343
Rural
Comprehensive
2
15
659
2
2020-07-25 15:21:39.134960
Poor
Yes
Rarely
Condo
849
612
28
Female
114,093
Divorced
4
Bachelor's
null
31.82787
Urban
Comprehensive
null
14
544
5
2022-11-11 15:21:39.155231
Average
No
Rarely
House
359
613
51
Female
10,847
Divorced
null
High School
null
39.123354
Suburban
Basic
1
18
829
3
2021-07-12 15:21:39.246098
Poor
No
Weekly
Condo
776
614
55
Male
43,414
Single
null
Master's
null
27.858985
Suburban
Comprehensive
1
11
544
7
2020-07-10 15:21:39.155231
Poor
No
Daily
House
769
615
18
Female
28,863
Married
3
PhD
Unemployed
39.193093
Rural
Comprehensive
null
13
null
1
2023-07-24 15:21:39.255696
Good
Yes
Weekly
Condo
1,537
616
45
Female
32,833
Married
3
Master's
null
5.664755
Suburban
Comprehensive
2
7
767
3
2024-02-10 15:21:39.276901
Poor
Yes
Rarely
House
1,290
617
38
Male
18,453
Divorced
4
Bachelor's
Self-Employed
24.764842
Rural
Premium
null
17
783
7
2020-03-15 15:21:39.155231
Good
No
Rarely
Apartment
639
618
null
Male
27,401
Divorced
0
Master's
Employed
29.8818
Suburban
Premium
null
16
566
6
2021-06-24 15:21:39.194829
Poor
No
Rarely
Apartment
884
619
53
Female
43,475
Married
2
High School
Unemployed
11.00388
Suburban
Comprehensive
0
15
511
5
2021-05-21 15:21:39.134960
Average
No
Rarely
Condo
1,827
620
57
Male
24,712
Divorced
3
Master's
Employed
32.974757
Suburban
Basic
2
17
473
2
2024-02-29 15:21:39.237118
Poor
Yes
Rarely
Condo
1,332
621
57
Female
1,786
Single
0
Master's
null
51.587817
Urban
Premium
null
13
521
6
2021-05-07 15:21:39.155231
Poor
No
Weekly
House
894
622
52
Female
1,576
Divorced
3
Bachelor's
null
37.882912
Urban
Premium
null
10
null
5
2022-09-25 15:21:39.267454
Average
No
Weekly
House
2,248
623
null
Male
9,852
Married
1
Master's
Unemployed
32.095357
Rural
Comprehensive
null
12
null
2
2022-11-28 15:21:39.128286
Good
Yes
Monthly
House
1,619
624
41
Male
36,560
Divorced
1
High School
Employed
3.506464
Urban
Comprehensive
0
8
785
3
2020-01-11 15:21:39.149731
Good
Yes
Daily
House
93
625
23
Female
84,920
Divorced
3
High School
Unemployed
14.865387
Urban
Basic
0
10
442
4
2024-04-02 15:21:39.144722
Average
Yes
Daily
House
1,074
626
54
Female
128,937
Single
null
PhD
Self-Employed
13.802792
Urban
Comprehensive
4
7
482
9
2024-01-07 15:21:39.245086
Average
Yes
Weekly
Apartment
1,744
627
43
Female
null
Single
1
PhD
Self-Employed
null
Rural
Comprehensive
3
5
null
8
2024-07-07 15:21:39.134960
Good
Yes
Rarely
Condo
1,110
628
33
Male
28,665
Divorced
2
PhD
Unemployed
29.039671
Rural
Comprehensive
null
11
516
5
2024-04-20 15:21:39.258696
Good
Yes
Weekly
Apartment
3,416
629
51
Female
37,486
Married
1
High School
null
6.788588
Suburban
Premium
1
9
846
4
2022-04-23 15:21:39.134960
Average
No
Rarely
Condo
2,610
630
61
Male
35,790
Married
3
High School
null
3.937786
Suburban
Premium
null
2
839
3
2019-10-18 15:21:39.214388
null
No
Monthly
House
671
631
44
Male
10,788
Single
4
High School
Self-Employed
19.26363
Rural
Premium
1
15
553
3
2024-03-15 15:21:39.175719
Poor
No
Daily
Condo
556
632
46
Female
44,334
Married
2
Master's
null
29.72367
Suburban
Comprehensive
1
12
828
8
2022-10-27 15:21:39.176717
Poor
Yes
Weekly
Apartment
1,263
633
26
Female
1,027
Divorced
1
Bachelor's
Unemployed
26.819007
Suburban
Premium
null
4
731
1
2022-10-28 15:21:39.282785
Average
No
Daily
House
27
634
64
Female
55,017
Single
0
High School
Self-Employed
16.295724
Suburban
Premium
null
2
456
2
2022-08-12 15:21:39.155231
Poor
Yes
Rarely
House
522
635
34
Male
77,630
Single
4
Master's
Self-Employed
12.093977
Suburban
Basic
2
19
325
8
2019-12-13 15:21:39.226954
Good
Yes
Monthly
House
2,859
636
48
Female
45,279
Divorced
3
PhD
null
30.887585
Suburban
Comprehensive
0
17
756
7
2023-01-26 15:21:39.117183
Average
No
Monthly
Condo
1,709
637
35
Female
5,035
Divorced
1
Master's
Unemployed
31.442622
Rural
Basic
null
13
581
1
2021-01-01 15:21:39.134960
Poor
No
Rarely
Condo
1,639
638
60
Female
14,469
Divorced
2
Bachelor's
Employed
16.723735
Rural
Comprehensive
1
11
null
5
2020-12-04 15:21:39.155231
Average
No
Rarely
Apartment
570
639
41
Male
44,973
Single
4
Bachelor's
Unemployed
11.01352
Suburban
Basic
1
8
685
3
2023-07-06 15:21:39.122134
Good
No
Daily
House
1,523
640
24
Male
75,947
Divorced
0
Master's
Unemployed
23.955444
Rural
Comprehensive
null
12
461
3
2020-02-26 15:21:39.134960
Poor
No
Monthly
Condo
62
641
45
Female
103,682
Married
null
Master's
Self-Employed
40.93958
Suburban
Premium
1
13
519
9
2023-06-22 15:21:39.134960
Good
No
Weekly
Condo
227
642
33
Female
12,963
Single
2
High School
Self-Employed
15.965604
Rural
Basic
2
16
822
2
2023-05-12 15:21:39.134960
Average
Yes
Daily
Condo
587
643
20
Male
43,765
Single
0
High School
null
16.052319
Suburban
Comprehensive
0
0
547
1
2021-01-27 15:21:39.208842
Average
Yes
Daily
House
1,290
644
21
Female
43,901
Married
null
Bachelor's
Unemployed
27.660968
Suburban
Basic
0
2
836
9
2020-06-26 15:21:39.237118
Good
Yes
Weekly
House
755
645
59
Female
20,644
Married
3
PhD
Employed
45.867885
Urban
Basic
null
14
302
2
2020-11-22 15:21:39.171102
Average
Yes
Daily
Condo
4,059
646
47
Female
44,756
null
1
Master's
Unemployed
27.693466
Rural
Basic
null
0
487
9
2020-01-23 15:21:39.155231
Poor
No
Rarely
House
110
647
64
Male
83,902
Single
3
Master's
null
39.769864
Suburban
Premium
null
14
null
5
2024-06-18 15:21:39.236064
Good
Yes
Monthly
Apartment
223
648
49
Male
8,054
Divorced
3
Master's
Employed
null
Urban
Basic
0
10
594
7
2023-04-04 15:21:39.192212
Good
Yes
Monthly
Apartment
496
649
64
Male
107,972
Divorced
3
PhD
Employed
32.551967
Urban
Premium
0
9
724
8
2023-07-11 15:21:39.237118
Good
Yes
Rarely
House
48
650
21
Male
25,011
Single
0
PhD
null
5.835653
Rural
Premium
3
16
543
4
2022-04-20 15:21:39.102694
Poor
No
Daily
Apartment
586
651
26
Female
2,561
Married
1
High School
null
13.065113
Rural
Comprehensive
2
11
827
7
2020-07-14 15:21:39.096739
Good
No
Weekly
House
662
652
26
Female
2,845
Divorced
0
PhD
Unemployed
27.068652
Suburban
Comprehensive
null
11
495
8
2022-05-25 15:21:39.228521
Average
Yes
Monthly
Apartment
1,503
653
30
Female
24,752
Single
2
High School
Unemployed
null
Rural
Comprehensive
null
11
758
7
2022-01-16 15:21:39.201446
null
No
Rarely
Apartment
1,216
654
40
Female
58,195
Single
3
Master's
Unemployed
9.988688
Rural
Premium
0
8
309
9
2024-07-26 15:21:39.237118
Good
Yes
Monthly
Condo
481
655
39
Male
149,473
Single
2
Bachelor's
Unemployed
12.919128
Suburban
Comprehensive
1
14
378
6
2021-02-24 15:21:39.187211
Poor
Yes
Monthly
Apartment
208
656
55
Female
5,874
Single
0
High School
Employed
22.988787
Rural
Premium
null
10
578
7
2020-10-12 15:21:39.149731
Average
Yes
Weekly
Apartment
955
657
29
Female
15,456
Married
1
PhD
Unemployed
48.06819
Urban
Premium
0
8
567
1
2023-02-23 15:21:39.259788
Average
Yes
Rarely
House
1,632
658
60
Male
18,297
Divorced
4
PhD
Employed
35.571074
Rural
Comprehensive
1
5
775
1
2022-02-20 15:21:39.237118
Average
Yes
Daily
Condo
581
659
36
Male
8,258
Single
2
Bachelor's
null
26.919993
Suburban
Comprehensive
0
14
576
7
2020-11-15 15:21:39.143708
Poor
No
Daily
House
694
660
34
Female
19,287
Married
3
Master's
Self-Employed
47.115824
Suburban
Basic
2
7
492
1
2021-04-21 15:21:39.204790
Good
Yes
Daily
House
1,149
661
58
Male
31,275
Single
4
PhD
Self-Employed
12.890768
Rural
Premium
0
19
705
1
2022-02-21 15:21:39.155231
Poor
No
Monthly
Condo
1,186
662
64
Female
46,439
Single
3
High School
Self-Employed
18.066597
Urban
Comprehensive
1
4
497
6
2020-04-09 15:21:39.205850
Poor
Yes
Weekly
Condo
327
663
62
Female
20,734
Single
4
PhD
Employed
22.275814
Suburban
Premium
1
9
687
4
2021-07-04 15:21:39.097737
Poor
No
Monthly
Condo
1,409
664
23
Male
31,146
Married
3
PhD
Unemployed
29.6607
Suburban
Comprehensive
0
15
722
5
2021-10-18 15:21:39.097737
Poor
Yes
Monthly
Apartment
718
665
24
Female
92,776
Divorced
null
PhD
null
13.579932
Suburban
Premium
null
1
452
2
2024-02-17 15:21:39.279729
Good
Yes
Monthly
Apartment
80
666
26
Female
2,369
Divorced
2
Bachelor's
null
5.250148
Suburban
Basic
2
17
797
6
2024-05-25 15:21:39.197445
Poor
Yes
Monthly
House
739
667
58
Female
15,886
Divorced
null
Bachelor's
Unemployed
20.847414
Suburban
Basic
2
18
null
4
2022-10-02 15:21:39.134960
Average
Yes
Weekly
House
1,867
668
20
Male
55,964
Single
null
Master's
Employed
51.233328
Rural
Premium
3
19
null
8
2019-10-26 15:21:39.184157
Average
Yes
Rarely
Condo
3,097
669
29
Female
12,096
Single
2
Master's
Self-Employed
33.687745
Suburban
Premium
2
16
568
5
2021-02-14 15:21:39.235012
Poor
No
Weekly
Apartment
30
670
63
Male
61,400
Divorced
2
High School
Self-Employed
14.724666
Suburban
Comprehensive
1
11
null
8
2024-01-03 15:21:39.280784
Good
No
Daily
House
105
671
49
Male
718
Married
0
High School
Employed
10.907457
Rural
Premium
2
15
596
2
2021-05-21 15:21:39.155231
Average
Yes
Monthly
House
1,724
672
34
Male
91,358
Divorced
3
High School
Self-Employed
null
Urban
Premium
0
7
816
7
2021-07-23 15:21:39.172097
Good
Yes
Monthly
House
2,657
673
26
Female
11,151
Single
null
PhD
Self-Employed
null
Suburban
Basic
0
10
531
4
2024-04-17 15:21:39.222387
Poor
No
Daily
Condo
1,447
674
31
Male
24,280
Married
null
Master's
Employed
39.158088
Urban
Premium
0
9
470
2
2022-01-18 15:21:39.290098
Average
No
Daily
House
474
675
32
Female
27,365
Divorced
4
Master's
Employed
29.053802
Suburban
Premium
1
8
null
8
2024-02-15 15:21:39.251142
Average
Yes
Monthly
House
597
676
25
Female
92,648
Single
4
PhD
null
32.184862
Suburban
Basic
null
5
449
7
2023-01-23 15:21:39.102694
Good
Yes
Weekly
Apartment
20
677
29
Female
3,561
Single
4
PhD
Self-Employed
50.934259
Suburban
Basic
0
2
null
9
2024-01-31 15:21:39.091080
Good
No
Rarely
House
4,366
678
62
Male
null
Single
null
Master's
null
51.726013
Urban
Comprehensive
null
7
null
3
2021-02-25 15:21:39.155231
Poor
Yes
Rarely
Condo
1,737
679
31
Female
119,757
Divorced
2
Master's
Self-Employed
31.352693
Urban
Comprehensive
2
7
694
3
2022-07-11 15:21:39.257696
null
No
Daily
House
886
680
19
Female
14,962
Single
2
Bachelor's
Unemployed
33.139866
Rural
Comprehensive
1
13
555
6
2021-11-20 15:21:39.237118
Poor
No
Monthly
Condo
38
681
37
Female
1,106
Single
0
Master's
Employed
23.097835
Urban
Comprehensive
2
8
709
8
2020-02-02 15:21:39.237118
Poor
No
Rarely
Condo
468
682
33
Male
46,623
Married
null
PhD
Self-Employed
null
Rural
Premium
0
17
391
4
2023-02-28 15:21:39.244069
Poor
No
Monthly
House
1,341
683
58
Female
3,344
Divorced
3
High School
Unemployed
37.847893
Urban
Premium
0
10
571
1
2020-10-22 15:21:39.106582
Good
Yes
Monthly
Apartment
3,577
684
20
Female
null
Single
1
Bachelor's
Unemployed
48.596079
Suburban
Basic
0
2
417
2
2023-01-02 15:21:39.145732
Average
Yes
Daily
Condo
321
685
37
Male
33,472
Single
2
Bachelor's
null
41.981361
Urban
Basic
3
4
346
9
2021-02-07 15:21:39.165120
Average
No
Rarely
Apartment
569
686
36
Female
111,019
Divorced
0
PhD
Unemployed
40.532145
Urban
Comprehensive
0
16
382
7
2020-12-23 15:21:39.177724
Good
No
Daily
Condo
393
687
23
Male
20,797
Married
1
Master's
null
11.814901
Rural
Premium
1
15
679
9
2022-02-06 15:21:39.202448
Poor
Yes
Rarely
Condo
30
688
32
Female
4,045
Divorced
4
Bachelor's
Employed
8.945688
Suburban
Comprehensive
0
9
639
7
2021-10-18 15:21:39.155231
null
Yes
Weekly
Condo
474
689
44
Male
16,071
Married
null
Bachelor's
null
16.804931
Urban
Premium
0
8
719
6
2022-10-23 15:21:39.143708
Good
No
Rarely
Condo
852
690
57
Female
39,681
Married
1
High School
null
18.647878
Rural
Comprehensive
null
4
591
5
2020-09-02 15:21:39.145732
Average
No
Rarely
Condo
1,653
691
50
Female
3,494
Single
1
Bachelor's
Self-Employed
7.664706
Urban
Premium
2
18
396
9
2024-06-17 15:21:39.095696
Average
Yes
Rarely
Condo
726
692
38
Female
36,806
Divorced
2
Bachelor's
Unemployed
9.355855
Suburban
Comprehensive
0
4
584
2
2022-11-03 15:21:39.211806
Poor
Yes
Weekly
House
1,079
693
61
Female
20,659
Married
1
High School
null
33.776838
Rural
Premium
0
15
731
6
2020-04-21 15:21:39.237118
Good
Yes
Rarely
House
1,270
694
29
Female
20,897
Single
0
Bachelor's
null
11.71766
Rural
Comprehensive
1
10
572
1
2023-01-28 15:21:39.134960
Good
Yes
Rarely
Condo
23
695
19
Male
25,662
Married
null
PhD
Self-Employed
24.97958
Rural
Premium
1
1
834
8
2023-06-06 15:21:39.206847
Average
No
Daily
Condo
713
696
31
Male
4,692
Single
0
Master's
Employed
40.836352
Suburban
Basic
0
9
359
1
2023-05-23 15:21:39.272456
Good
Yes
Weekly
House
1,133
697
58
Male
9,073
Single
null
PhD
Employed
22.722605
Urban
Premium
0
14
602
8
2021-02-19 15:21:39.244069
Poor
Yes
Daily
Apartment
481
698
37
Female
35,178
Single
1
Bachelor's
Self-Employed
25.99101
Urban
Premium
1
15
533
3
2023-02-05 15:21:39.102694
Good
Yes
Weekly
Apartment
494
699
47
Male
7,857
Divorced
0
High School
Unemployed
24.80244
Rural
Basic
0
14
463
5
2023-08-22 15:21:39.192212
Poor
Yes
Rarely
Apartment
466