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
14,600
35
Male
38,097
Single
3
PhD
Employed
28.867613
Rural
Premium
0
9
449
3
2021-12-03 15:21:39.155231
Good
No
Weekly
House
201
14,601
29
Female
120,513
Divorced
4
Master's
Employed
45.459546
Rural
Basic
0
9
381
9
2024-02-25 15:21:39.268507
Poor
Yes
Rarely
Apartment
857
14,602
24
Male
23,892
Married
2
PhD
null
45.707724
Urban
Premium
1
14
549
9
2020-06-11 15:21:39.096739
Poor
No
Monthly
House
638
14,603
19
Female
81,652
Married
4
PhD
Unemployed
null
Urban
Premium
0
15
474
9
2019-10-22 15:21:39.095696
Good
Yes
Rarely
House
1,040
14,604
null
Female
24,115
Married
3
PhD
null
null
Suburban
Comprehensive
0
3
619
1
2021-04-09 15:21:39.217387
Poor
No
Rarely
Apartment
1,155
14,605
46
Male
16,071
Single
2
Bachelor's
Employed
28.815745
Suburban
Comprehensive
2
0
null
7
2023-10-03 15:21:39.149731
Good
No
Monthly
Apartment
1,269
14,606
54
Female
2,878
Married
4
High School
Employed
18.675927
Rural
Premium
2
17
759
7
2020-09-19 15:21:39.079128
Average
No
Monthly
House
1,672
14,607
47
Female
23,347
Married
3
High School
Self-Employed
17.816051
Urban
Premium
1
16
null
5
2020-09-10 15:21:39.087123
Poor
No
Rarely
Apartment
1,501
14,608
42
Female
40,047
Single
2
Master's
Unemployed
21.362973
Urban
Basic
2
2
null
7
2022-04-13 15:21:39.105504
Poor
Yes
Daily
House
2,484
14,609
39
Female
11,570
Single
3
PhD
Unemployed
26.202448
Suburban
Premium
2
7
null
7
2022-11-25 15:21:39.250151
Average
Yes
Rarely
Apartment
1,042
14,610
41
Female
40,208
Divorced
1
PhD
null
32.534956
Rural
Premium
1
6
617
3
2020-06-18 15:21:39.175719
Poor
No
Weekly
Apartment
1,071
14,611
64
Female
45,476
Divorced
1
High School
null
5.254527
Suburban
Premium
0
18
652
3
2022-01-11 15:21:39.102694
Poor
Yes
Monthly
Apartment
1,324
14,612
53
Female
43,435
Divorced
1
Bachelor's
Employed
27.904231
Suburban
Comprehensive
null
0
441
3
2024-02-26 15:21:39.105504
Average
Yes
Weekly
House
1,225
14,613
60
Female
20,875
Divorced
null
High School
Employed
29.904385
Urban
Basic
null
19
844
6
2020-11-03 15:21:39.126661
Poor
Yes
Weekly
Apartment
2,526
14,614
44
Female
2,890
Married
4
Bachelor's
Unemployed
15.838695
Suburban
Premium
null
8
590
4
2024-04-26 15:21:39.108562
null
Yes
Monthly
Condo
1,752
14,615
37
Female
20,883
Divorced
4
Master's
null
38.127948
Suburban
Basic
null
6
520
4
2022-07-03 15:21:39.155231
Poor
No
Monthly
Condo
2,617
14,616
44
Female
8,858
Married
2
Bachelor's
null
14.078487
Suburban
Basic
1
3
797
8
2019-09-30 15:21:39.222387
null
Yes
Daily
Apartment
1,035
14,617
22
Female
140,634
null
4
PhD
Self-Employed
null
Rural
Basic
null
17
310
4
2023-09-28 15:21:39.155231
Poor
Yes
Weekly
Condo
467
14,618
46
Female
816
Divorced
3
Master's
Employed
23.547733
Rural
Premium
1
18
757
5
2022-06-17 15:21:39.288099
Poor
Yes
Weekly
Apartment
2,266
14,619
62
Female
13,233
Married
2
Bachelor's
null
23.711589
Urban
Premium
0
0
364
5
2020-04-26 15:21:39.237118
Average
Yes
Monthly
Condo
2,098
14,620
42
Female
27,331
Married
3
Bachelor's
null
24.618727
Suburban
Comprehensive
2
9
647
6
2021-09-07 15:21:39.134960
Poor
No
Monthly
Apartment
466
14,621
26
Female
1,025
Single
2
Master's
null
18.906108
Rural
Comprehensive
0
1
411
2
2022-06-15 15:21:39.237118
Average
No
Monthly
House
1,885
14,622
34
Female
31,558
Married
2
Master's
Unemployed
19.446591
Suburban
Comprehensive
0
13
388
8
2019-09-04 15:21:39.155231
Poor
No
Weekly
House
659
14,623
52
Male
38,786
Married
2
High School
Self-Employed
46.356582
Rural
Basic
null
10
831
1
2020-01-22 15:21:39.185215
Good
No
Monthly
Apartment
1,297
14,624
51
Female
85,494
Single
4
High School
null
14.53111
Urban
Premium
null
13
413
7
2021-08-04 15:21:39.146733
null
No
Rarely
Apartment
275
14,625
22
Male
14,078
Married
1
PhD
Self-Employed
23.943458
Urban
Premium
0
0
466
7
2022-02-16 15:21:39.237118
Good
Yes
Daily
Apartment
382
14,626
34
Male
1,162
Divorced
3
Bachelor's
Employed
29.834896
Suburban
Comprehensive
0
12
642
9
2022-09-23 15:21:39.237118
Average
No
Weekly
House
2,465
14,627
27
Female
24,486
Divorced
3
Bachelor's
null
21.739473
Rural
Basic
null
0
798
6
2020-01-20 15:21:39.251142
Average
No
Weekly
Apartment
489
14,628
null
Female
19,775
Single
1
Master's
Employed
24.94784
Urban
Premium
2
3
725
9
2023-11-07 15:21:39.171102
Average
No
Monthly
Apartment
1,372
14,629
22
Female
394
Married
1
Master's
Employed
34.246697
Rural
Basic
0
11
782
3
2022-11-12 15:21:39.245086
Good
Yes
Daily
Condo
2,968
14,630
51
Female
16,459
Married
4
High School
Employed
48.835715
Urban
Premium
1
13
689
2
2024-06-28 15:21:39.190215
Poor
No
Daily
House
999
14,631
50
Male
43,711
Single
null
PhD
Unemployed
42.085158
Urban
Basic
null
16
464
4
2019-09-15 15:21:39.230483
Good
Yes
Monthly
House
1,879
14,632
41
Female
17,751
Single
2
Bachelor's
Employed
30.412879
Urban
Basic
null
8
786
4
2020-01-13 15:21:39.155231
Poor
Yes
Rarely
Apartment
890
14,633
41
Female
26,132
Married
1
Bachelor's
Self-Employed
9.935508
Urban
Comprehensive
null
10
690
4
2023-06-26 15:21:39.143708
Good
Yes
Weekly
Condo
1,400
14,634
36
Female
7,521
Single
2
Bachelor's
Self-Employed
7.290052
Suburban
Comprehensive
0
15
null
9
2019-10-25 15:21:39.219432
Good
Yes
Daily
House
1,677
14,635
62
Male
35,660
Married
2
High School
null
16.853269
Urban
Comprehensive
1
11
646
8
2020-10-27 15:21:39.202448
Poor
Yes
Daily
House
1,040
14,636
null
Female
5,347
Single
4
Master's
Employed
43.332051
Urban
Comprehensive
0
13
592
3
2021-07-03 15:21:39.237118
Poor
Yes
Weekly
House
581
14,637
64
Female
43,947
Married
2
PhD
null
44.818973
Urban
Premium
0
14
735
2
2024-07-06 15:21:39.249100
Average
No
Weekly
House
1,553
14,638
34
Male
12,466
Divorced
null
Bachelor's
Self-Employed
28.351621
Urban
Premium
2
1
714
1
2021-07-24 15:21:39.151732
Good
No
Rarely
Apartment
124
14,639
25
Male
20,862
Divorced
4
Bachelor's
Unemployed
33.067668
Rural
Comprehensive
null
19
795
5
2020-08-04 15:21:39.126661
Average
No
Weekly
Apartment
646
14,640
27
Male
34,405
Married
1
Master's
Self-Employed
12.015556
Rural
Premium
1
18
521
9
2023-10-27 15:21:39.122134
Good
No
Monthly
Apartment
468
14,641
55
Male
20,223
Married
null
High School
Unemployed
35.982332
Urban
Premium
null
7
352
2
2022-07-06 15:21:39.134960
Poor
Yes
Rarely
Condo
1,538
14,642
42
Male
97,764
Divorced
4
High School
Self-Employed
19.405714
Suburban
Premium
1
4
631
9
2019-08-19 15:21:39.080440
Good
Yes
Monthly
Apartment
2,094
14,643
58
Male
3,789
Married
0
High School
Unemployed
11.128974
Suburban
Premium
1
18
602
1
2024-05-06 15:21:39.237118
Poor
No
Daily
Apartment
26
14,644
51
Male
665
Married
3
Bachelor's
null
22.754836
Urban
Premium
2
18
756
8
2020-08-15 15:21:39.105504
Good
No
Weekly
Apartment
761
14,645
48
Female
3,570
Single
2
PhD
null
null
Suburban
Basic
null
0
805
3
2021-01-10 15:21:39.263607
Poor
No
Weekly
Apartment
1,022
14,646
33
Female
15,188
Single
null
PhD
null
8.868551
Suburban
Comprehensive
1
6
554
8
2020-12-18 15:21:39.261856
Average
Yes
Daily
House
1,147
14,647
63
Female
22,077
Single
2
PhD
null
37.274859
Urban
Basic
3
19
688
5
2020-09-15 15:21:39.288099
Average
No
Weekly
Apartment
2,634
14,648
31
Female
null
Divorced
1
Master's
null
41.507318
Urban
Basic
4
15
556
9
2021-03-15 15:21:39.095696
null
No
Rarely
House
1,714
14,649
52
Male
20,245
Married
3
PhD
Employed
4.55253
Suburban
Premium
0
9
794
5
2023-05-20 15:21:39.190215
Good
Yes
Rarely
Condo
30
14,650
57
Male
38,216
Single
1
Bachelor's
Unemployed
48.835241
Suburban
Premium
null
1
578
2
2021-03-27 15:21:39.155231
Poor
No
Daily
Condo
1,094
14,651
null
Female
61,844
Divorced
0
Master's
null
26.967703
Rural
Basic
2
8
744
6
2021-02-19 15:21:39.279729
Average
No
Daily
House
3,259
14,652
19
Male
4,098
Single
4
High School
Unemployed
11.488948
Urban
Premium
0
12
null
7
2021-03-14 15:21:39.134960
Poor
No
Rarely
House
2,250
14,653
46
Male
6,959
Divorced
2
Bachelor's
null
19.068688
Suburban
Premium
1
17
707
1
2023-06-20 15:21:39.237118
Good
No
Monthly
Apartment
1,086
14,654
58
Male
1,098
Married
1
Master's
Unemployed
20.637603
Urban
Basic
null
1
528
5
2020-08-08 15:21:39.155231
Poor
Yes
Weekly
House
434
14,655
57
Female
15,280
Single
4
PhD
null
23.783
Urban
Basic
3
15
534
5
2019-11-05 15:21:39.155231
Good
Yes
Weekly
Apartment
910
14,656
57
Male
1,668
Divorced
2
Master's
Employed
30.262518
Urban
Premium
0
9
635
4
2024-03-11 15:21:39.266452
null
No
Weekly
Condo
151
14,657
40
Male
22,856
Single
1
Master's
Unemployed
14.058289
Urban
Premium
null
13
472
3
2021-09-27 15:21:39.151732
Good
Yes
Daily
House
447
14,658
24
Female
17,227
Married
0
High School
null
36.281065
Rural
Comprehensive
null
8
588
6
2023-12-06 15:21:39.237118
null
Yes
Rarely
Apartment
914
14,659
53
Female
68,004
Divorced
0
PhD
Self-Employed
15.002229
Rural
Premium
1
16
644
2
2020-02-20 15:21:39.196387
null
Yes
Rarely
Condo
223
14,660
24
Female
13,116
Married
0
High School
Employed
19.724422
Urban
Basic
2
7
784
8
2021-07-01 15:21:39.231531
Average
No
Monthly
Apartment
1,403
14,661
29
Female
43,901
Divorced
3
High School
Employed
14.099804
Suburban
Comprehensive
1
3
587
7
2020-02-25 15:21:39.237118
Good
No
Daily
Apartment
1,203
14,662
56
Female
29,690
Single
3
Bachelor's
Self-Employed
21.63439
Urban
Comprehensive
0
8
590
7
2021-11-05 15:21:39.188220
Poor
Yes
Daily
Condo
1,106
14,663
26
Female
13,596
Divorced
null
High School
null
17.965949
Rural
Premium
0
8
793
5
2023-01-26 15:21:39.173834
Good
No
Rarely
Condo
936
14,664
19
Female
36,267
Divorced
2
PhD
Unemployed
16.293859
Suburban
Comprehensive
null
7
844
4
2021-11-23 15:21:39.221386
Good
Yes
Monthly
Apartment
115
14,665
19
Male
43,485
Single
1
PhD
null
11.446937
Suburban
Basic
0
12
751
8
2022-02-05 15:21:39.155231
Average
No
Monthly
House
2,036
14,666
52
Female
46,652
Single
0
High School
Self-Employed
31.355573
Suburban
Basic
null
0
453
2
2019-09-26 15:21:39.255696
Average
Yes
Rarely
House
1,848
14,667
62
Female
9,098
Single
3
PhD
null
38.836686
Rural
Premium
0
17
781
5
2020-02-27 15:21:39.155231
null
Yes
Monthly
Condo
2,069
14,668
23
Female
35,791
Divorced
4
High School
Unemployed
36.867433
Rural
Comprehensive
0
9
366
7
2022-04-16 15:21:39.144722
Good
Yes
Weekly
Apartment
828
14,669
48
Female
43,886
Married
1
PhD
Employed
29.984468
Rural
Comprehensive
1
17
635
8
2021-11-14 15:21:39.192212
Average
No
Daily
House
29
14,670
39
Female
39,716
Married
3
High School
Self-Employed
18.955326
Rural
Comprehensive
2
0
614
8
2021-04-21 15:21:39.172097
Average
No
Weekly
Condo
583
14,671
47
Female
12,098
Divorced
0
Master's
Self-Employed
45.062532
Urban
Comprehensive
0
11
null
2
2023-03-17 15:21:39.252145
null
No
Daily
Condo
1,561
14,672
58
Male
15,556
Married
null
PhD
null
5.814902
Rural
Basic
null
18
534
6
2021-09-08 15:21:39.147735
Average
No
Weekly
Condo
257
14,673
33
Male
15,409
Single
3
Master's
null
22.938002
Urban
Comprehensive
1
17
549
1
2019-10-25 15:21:39.147735
Poor
Yes
Monthly
House
944
14,674
27
Male
22,763
Divorced
4
High School
Unemployed
15.959609
Urban
Premium
null
10
511
5
2020-12-12 15:21:39.097737
Good
No
Rarely
Condo
1,203
14,675
40
Male
2,653
Divorced
4
Master's
Self-Employed
11.287732
Urban
Basic
null
16
559
3
2020-04-01 15:21:39.124659
Good
No
Monthly
Condo
2,735
14,676
64
Female
null
Single
3
Bachelor's
null
8.639794
Suburban
Premium
null
12
415
3
2024-03-24 15:21:39.098696
Poor
Yes
Rarely
House
1,459
14,677
45
Female
87,521
Divorced
2
Master's
null
13.959406
Suburban
Basic
0
5
673
3
2023-12-15 15:21:39.155231
Average
Yes
Monthly
Condo
93
14,678
63
Male
44,774
Single
2
PhD
Self-Employed
31.090011
Suburban
Premium
0
9
589
1
2023-07-01 15:21:39.078837
Poor
No
Weekly
House
590
14,679
24
Male
22,366
Divorced
4
Bachelor's
null
4.614634
Suburban
Comprehensive
null
13
620
9
2022-06-05 15:21:39.237118
Average
No
Rarely
Condo
1,076
14,680
58
Male
26,892
Divorced
1
PhD
Self-Employed
34.154871
Urban
Comprehensive
null
14
819
9
2020-07-04 15:21:39.148733
Average
Yes
Weekly
Condo
1,393
14,681
30
Female
70,820
Married
0
Master's
Unemployed
null
Suburban
Premium
null
18
474
8
2023-04-07 15:21:39.091080
Good
No
Daily
Apartment
1,656
14,682
29
Male
13,345
Divorced
1
Master's
Unemployed
16.067181
Suburban
Basic
1
5
788
8
2023-03-07 15:21:39.282785
Good
No
Rarely
Apartment
125
14,683
18
Female
12,097
Married
1
Bachelor's
null
21.566287
Rural
Premium
null
12
667
9
2023-01-06 15:21:39.155231
Good
No
Daily
Condo
996
14,684
30
Female
10,460
Married
4
Bachelor's
Employed
36.928581
Suburban
Premium
null
3
629
1
2021-07-05 15:21:39.285112
Good
No
Rarely
Condo
1,201
14,685
19
Male
11,573
Single
0
High School
Employed
50.816096
Urban
Basic
0
4
757
1
2021-06-09 15:21:39.144722
Average
Yes
Monthly
Condo
1,325
14,686
22
Male
59,462
Single
4
Master's
Unemployed
43.287831
Suburban
Basic
null
12
328
3
2024-03-27 15:21:39.134960
Poor
Yes
Rarely
Condo
605
14,687
59
Female
15,210
Married
2
Master's
null
42.417214
Urban
Comprehensive
2
1
829
6
2023-02-20 15:21:39.268507
Average
No
Weekly
Condo
45
14,688
19
Male
70,896
Married
2
Master's
Unemployed
34.90692
Suburban
Premium
1
12
729
4
2019-12-11 15:21:39.134960
Poor
Yes
Daily
Apartment
2,747
14,689
58
Male
45,655
Married
3
PhD
Unemployed
8.829052
Rural
Comprehensive
null
13
null
7
2022-08-06 15:21:39.125660
Average
No
Monthly
House
2,478
14,690
38
Male
44,170
Married
0
High School
Unemployed
15.878138
Urban
Comprehensive
3
9
667
9
2023-09-15 15:21:39.155231
Good
No
Daily
Apartment
944
14,691
24
Male
72,640
Divorced
1
Bachelor's
Employed
36.844233
Suburban
Comprehensive
null
14
746
6
2019-10-13 15:21:39.098696
Average
No
Daily
House
3,279
14,692
22
Female
9,071
Single
0
High School
Employed
25.816644
Rural
Premium
0
17
null
2
2023-02-21 15:21:39.134960
Poor
Yes
Daily
Apartment
921
14,693
43
Male
17,253
Divorced
1
High School
Unemployed
32.994992
Urban
Premium
1
5
567
5
2023-02-27 15:21:39.171102
Good
No
Daily
Condo
1,075
14,694
29
Female
2,464
Single
2
Bachelor's
Employed
12.778849
Rural
Comprehensive
2
4
799
3
2023-11-17 15:21:39.199447
Average
Yes
Daily
Condo
487
14,695
19
Male
5,854
Divorced
3
High School
Unemployed
48.76077
Rural
Comprehensive
null
4
723
3
2020-02-13 15:21:39.244069
Poor
Yes
Rarely
House
398
14,696
47
Female
26,962
Divorced
null
PhD
null
43.785717
Suburban
Basic
1
18
669
4
2020-03-25 15:21:39.237118
Average
No
Monthly
House
517
14,697
34
Male
30,343
Divorced
4
High School
Unemployed
13.8294
Rural
Premium
null
8
843
5
2021-07-31 15:21:39.134960
Poor
No
Rarely
Apartment
471
14,698
52
Female
11,572
Divorced
2
Bachelor's
Self-Employed
13.121366
Urban
Comprehensive
null
12
759
8
2023-08-10 15:21:39.198406
Good
Yes
Daily
Condo
1,169
14,699
20
Male
12,207
Single
2
High School
Employed
8.262851
Suburban
Comprehensive
3
0
null
3
2021-02-05 15:21:39.272456
null
Yes
Monthly
House
456