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
1,192,600
21
Male
8,891
Married
2
Master's
Employed
23.62417
Suburban
Premium
0
19
541
9
2022-02-15 15:21:39.261856
Poor
No
Rarely
Condo
928
1,192,601
36
Female
87,854
Married
1
Master's
Self-Employed
32.938974
Urban
Premium
0
19
null
5
2020-09-27 15:21:39.155231
Average
Yes
Rarely
Apartment
100
1,192,602
63
Female
2,589
Single
2
PhD
Employed
18.038196
Rural
Basic
3
6
826
7
2021-12-26 15:21:39.090124
Average
Yes
Rarely
Apartment
665
1,192,603
54
Female
4,218
Married
1
Bachelor's
null
26.642
Urban
Basic
null
0
588
3
2019-10-31 15:21:39.166062
Good
Yes
Rarely
House
395
1,192,604
51
Female
46,944
Married
4
Master's
null
17.914081
Urban
Premium
1
15
449
2
2024-01-30 15:21:39.276901
null
Yes
Monthly
Apartment
641
1,192,605
46
Female
25,704
Divorced
null
PhD
null
7.5643
Urban
Basic
0
2
785
1
2022-06-14 15:21:39.181605
Poor
Yes
Daily
Condo
1,738
1,192,606
49
Male
28,215
Married
4
PhD
Employed
20.586599
Rural
Basic
null
9
485
5
2023-07-05 15:21:39.123711
Average
Yes
Weekly
House
945
1,192,607
33
Male
16,851
Single
0
Bachelor's
Self-Employed
50.922941
Urban
Premium
null
11
367
8
2022-11-02 15:21:39.192212
Average
No
Daily
Condo
489
1,192,608
29
Female
42,783
Married
0
PhD
null
42.844392
Urban
Premium
0
15
407
2
2020-02-02 15:21:39.096739
Good
No
Weekly
Condo
612
1,192,609
60
Male
18,216
Single
0
Bachelor's
Employed
44.591623
Urban
Comprehensive
3
19
null
6
2020-12-04 15:21:39.112553
Good
Yes
Weekly
Condo
2,693
1,192,610
42
Female
79,957
Single
null
High School
Employed
43.287625
Suburban
Premium
null
1
614
7
2022-08-18 15:21:39.237118
Poor
Yes
Daily
House
3,892
1,192,611
33
Male
26,961
Divorced
4
PhD
Self-Employed
43.362544
Rural
Comprehensive
null
10
519
3
2022-05-12 15:21:39.235012
Average
No
Weekly
Apartment
1,228
1,192,612
60
Female
6,373
Married
3
Master's
Unemployed
23.294069
Urban
Comprehensive
null
16
735
5
2019-09-15 15:21:39.169102
Good
No
Weekly
Condo
1,504
1,192,613
43
Female
59,194
Married
1
PhD
null
36.124959
Urban
Basic
null
10
312
2
2020-06-04 15:21:39.155231
Poor
Yes
Weekly
Apartment
722
1,192,614
20
Female
20,310
Single
2
Bachelor's
Unemployed
6.848653
Urban
Comprehensive
null
1
842
9
2022-05-10 15:21:39.264504
Good
No
Weekly
House
2,977
1,192,615
31
Female
84,475
Divorced
2
Master's
Unemployed
28.527991
Urban
Premium
1
14
380
8
2021-08-08 15:21:39.223390
Good
Yes
Daily
Condo
253
1,192,616
44
Male
1,266
Married
0
Bachelor's
Employed
31.067135
Suburban
Comprehensive
0
16
553
4
2022-01-12 15:21:39.090124
null
Yes
Daily
Apartment
795
1,192,617
44
Female
32,830
Divorced
4
PhD
null
46.770079
Suburban
Basic
null
3
708
9
2022-01-29 15:21:39.201446
Average
Yes
Rarely
Apartment
1,634
1,192,618
27
Male
5,991
Married
2
High School
Employed
9.092226
Rural
Comprehensive
1
8
null
9
2021-08-03 15:21:39.288099
Good
No
Daily
Apartment
715
1,192,619
49
Male
70,818
Single
4
Master's
null
null
Suburban
Premium
0
9
689
2
2020-04-23 15:21:39.080440
Poor
Yes
Weekly
Condo
2,089
1,192,620
49
Male
25,892
Divorced
0
High School
Unemployed
13.766335
Rural
Comprehensive
null
5
510
3
2023-10-19 15:21:39.174719
Average
No
Monthly
House
1,187
1,192,621
61
Female
43,896
Single
3
Bachelor's
Employed
22.093771
Rural
Comprehensive
0
11
758
8
2021-07-24 15:21:39.134960
Poor
Yes
Daily
Condo
1,604
1,192,622
53
Male
11,563
Divorced
0
High School
Self-Employed
41.879711
Urban
Comprehensive
2
7
561
6
2020-12-28 15:21:39.237118
Poor
Yes
Weekly
Apartment
508
1,192,623
52
Female
23,593
Divorced
2
Bachelor's
Unemployed
13.674884
Rural
Basic
null
0
476
1
2020-03-02 15:21:39.102694
null
Yes
Monthly
Apartment
622
1,192,624
61
Male
47,010
Single
3
High School
Self-Employed
18.966304
Suburban
Comprehensive
0
9
330
7
2023-02-16 15:21:39.144722
Good
No
Weekly
Apartment
1,653
1,192,625
56
Male
71,384
Married
1
High School
Unemployed
43.87102
Suburban
Comprehensive
null
2
null
4
2021-01-13 15:21:39.200452
Average
No
Rarely
House
190
1,192,626
60
Female
49,527
Divorced
4
PhD
Unemployed
41.630619
Rural
Premium
1
2
686
4
2022-11-17 15:21:39.276901
Poor
Yes
Weekly
House
53
1,192,627
27
Male
2,077
Single
0
Master's
Employed
11.098558
Urban
Premium
0
4
688
9
2023-04-10 15:21:39.252145
Poor
No
Daily
Condo
2,414
1,192,628
54
Male
6,973
Married
1
Bachelor's
Self-Employed
31.236625
Rural
Premium
null
10
686
7
2022-05-27 15:21:39.237118
Poor
No
Daily
Apartment
1,591
1,192,629
59
Female
1,820
Single
0
PhD
null
null
Urban
Comprehensive
2
8
767
9
2023-07-20 15:21:39.095696
Average
No
Weekly
Apartment
1,849
1,192,630
32
Male
141,161
Divorced
0
PhD
Self-Employed
40.533825
Suburban
Basic
2
12
618
7
2021-04-20 15:21:39.237118
Average
No
Daily
House
40
1,192,631
29
Male
null
Single
1
High School
null
53.341644
Rural
Comprehensive
null
4
581
6
2023-11-07 15:21:39.244069
Poor
Yes
Rarely
House
736
1,192,632
19
Male
43,901
Single
3
PhD
null
37.996578
Urban
Premium
null
0
556
5
2020-11-15 15:21:39.252145
Average
Yes
Weekly
House
981
1,192,633
51
Female
40,593
Divorced
2
PhD
Employed
44.240701
Suburban
Basic
0
3
636
7
2022-11-07 15:21:39.092127
Good
Yes
Monthly
Apartment
1,367
1,192,634
62
Female
634
Single
4
Master's
Self-Employed
20.183836
Suburban
Basic
null
19
459
9
2023-10-04 15:21:39.192212
Average
Yes
Rarely
Apartment
1,883
1,192,635
27
Female
68,487
Single
4
Bachelor's
null
30.014085
Suburban
Comprehensive
2
8
527
3
2023-03-22 15:21:39.173834
Good
No
Monthly
Condo
2,628
1,192,636
57
Male
62,330
Single
4
Master's
Unemployed
49.958244
Urban
Basic
1
4
345
7
2019-12-09 15:21:39.090124
Good
No
Weekly
House
1,895
1,192,637
61
Male
22,024
Divorced
3
Master's
Self-Employed
47.10777
Suburban
Comprehensive
1
15
514
8
2022-08-01 15:21:39.171102
Average
Yes
Monthly
Condo
156
1,192,638
51
Female
40,791
Married
1
Master's
Employed
20.94889
Urban
Premium
1
9
565
6
2023-03-29 15:21:39.102694
Good
No
Monthly
House
1,523
1,192,639
48
Female
61,779
Single
4
Bachelor's
null
29.098468
Urban
Comprehensive
null
10
829
9
2024-02-09 15:21:39.134960
Average
No
Monthly
Apartment
359
1,192,640
18
Female
141,231
Single
3
Master's
Employed
32.184749
Rural
Basic
1
14
368
6
2023-10-12 15:21:39.219432
Average
No
Monthly
Condo
678
1,192,641
23
Male
35,279
Divorced
3
Master's
null
23.993563
Suburban
Basic
null
11
644
1
2021-11-28 15:21:39.261856
Good
Yes
Rarely
Condo
38
1,192,642
32
Male
1,237
Single
1
PhD
Self-Employed
41.637483
Suburban
Comprehensive
0
13
446
5
2021-05-18 15:21:39.155231
Poor
No
Monthly
Condo
776
1,192,643
47
Male
38,612
Single
4
Bachelor's
null
21.392943
Suburban
Premium
2
14
676
3
2020-09-12 15:21:39.237118
Poor
No
Daily
Apartment
1,094
1,192,644
56
Female
2,452
Single
1
PhD
Unemployed
7.434841
Rural
Premium
1
5
508
8
2022-06-22 15:21:39.226954
Average
No
Monthly
Condo
872
1,192,645
18
Female
17,983
Divorced
3
Bachelor's
Self-Employed
19.068101
Urban
Premium
0
17
769
8
2024-03-26 15:21:39.236064
Average
Yes
Monthly
House
1,161
1,192,646
54
Male
799
Single
2
PhD
Self-Employed
42.629859
Suburban
Basic
1
8
473
3
2023-12-27 15:21:39.134960
Average
Yes
Daily
Apartment
1,320
1,192,647
43
Female
8,844
Married
4
Bachelor's
Employed
32.17609
Rural
Basic
0
4
492
4
2024-07-21 15:21:39.207847
Average
Yes
Rarely
Condo
881
1,192,648
52
Female
62,850
Single
4
Bachelor's
Unemployed
12.232643
Suburban
Basic
1
2
653
4
2023-09-11 15:21:39.101733
Poor
Yes
Weekly
Condo
416
1,192,649
54
Female
8,071
Married
0
Master's
Employed
3.88522
Rural
Comprehensive
null
10
713
4
2023-05-11 15:21:39.085129
Poor
Yes
Weekly
Apartment
681
1,192,650
21
Female
9,081
Divorced
1
Bachelor's
Employed
42.333215
Rural
Comprehensive
null
1
549
9
2021-02-05 15:21:39.280784
Average
Yes
Weekly
House
112
1,192,651
36
Male
30,497
Single
3
High School
Employed
38.643337
Rural
Premium
2
4
591
2
2024-05-31 15:21:39.082499
Poor
No
Weekly
House
1,499
1,192,652
48
Male
1,003
Single
4
High School
Employed
28.912154
Suburban
Comprehensive
null
16
772
9
2023-08-29 15:21:39.254678
Average
Yes
Daily
Apartment
4,525
1,192,653
18
Male
35,273
Divorced
0
Bachelor's
Employed
12.914278
Rural
Premium
0
17
575
1
2022-08-27 15:21:39.181605
Good
Yes
Rarely
Apartment
817
1,192,654
61
Female
79,376
Divorced
2
PhD
Self-Employed
48.987742
Rural
Comprehensive
1
18
411
9
2021-04-22 15:21:39.155231
Average
Yes
Rarely
Condo
57
1,192,655
34
Male
38,699
Divorced
0
PhD
Employed
30.477814
Suburban
Premium
0
1
744
2
2019-10-15 15:21:39.171102
Good
No
Rarely
Condo
270
1,192,656
59
Male
19,602
Married
4
Bachelor's
Unemployed
29.858793
Suburban
Comprehensive
null
1
353
4
2021-09-05 15:21:39.244069
Poor
No
Weekly
Condo
552
1,192,657
20
Female
106,527
Married
4
PhD
Self-Employed
17.974126
Rural
Premium
null
10
509
9
2022-11-19 15:21:39.250151
Good
No
Daily
House
2,694
1,192,658
52
Male
14,861
Divorced
null
High School
Unemployed
19.835109
Rural
Premium
1
0
779
9
2022-06-30 15:21:39.134960
Average
Yes
Weekly
Condo
1,069
1,192,659
38
Male
4,918
Married
1
PhD
Unemployed
45.266437
Rural
Comprehensive
1
8
474
6
2021-08-11 15:21:39.087123
Average
No
Daily
Apartment
3,736
1,192,660
23
Female
140,725
Divorced
2
High School
null
40.746249
Rural
Basic
3
0
397
8
2022-06-15 15:21:39.094752
Good
Yes
Weekly
House
27
1,192,661
49
Male
63,960
Divorced
2
Bachelor's
Employed
22.459611
Suburban
Comprehensive
null
12
479
3
2022-02-08 15:21:39.223901
null
No
Weekly
House
1,145
1,192,662
22
Female
4,893
Single
2
Bachelor's
Self-Employed
24.484592
Suburban
Comprehensive
1
6
482
6
2021-12-31 15:21:39.080440
Poor
Yes
Monthly
Condo
473
1,192,663
34
Male
142,838
Divorced
3
High School
Self-Employed
18.146827
Rural
Comprehensive
null
10
384
8
2023-02-28 15:21:39.155231
Average
Yes
Rarely
House
210
1,192,664
28
Female
70,080
Divorced
0
Bachelor's
null
33.612319
Suburban
Premium
2
0
370
3
2022-04-15 15:21:39.229482
Poor
No
Rarely
House
1,352
1,192,665
25
Female
39,278
Married
3
Master's
Self-Employed
16.64651
Rural
Comprehensive
null
3
807
8
2023-02-27 15:21:39.230483
Average
No
Daily
Condo
3,030
1,192,666
42
Male
2,473
Divorced
2
Bachelor's
Self-Employed
null
Rural
Basic
null
19
712
3
2020-12-04 15:21:39.245086
Poor
No
Rarely
Condo
1,283
1,192,667
51
Male
1,217
Divorced
2
PhD
null
8.547752
Urban
Comprehensive
null
8
431
7
2022-04-04 15:21:39.092127
Poor
Yes
Monthly
Apartment
25
1,192,668
24
Female
2,864
Married
1
Master's
Unemployed
34.577525
Urban
Comprehensive
0
11
595
5
2023-05-27 15:21:39.148733
Average
Yes
Monthly
Apartment
2,367
1,192,669
52
Female
null
Married
4
Bachelor's
Self-Employed
30.635865
Suburban
Comprehensive
2
9
687
6
2023-05-26 15:21:39.204790
Good
No
Weekly
Condo
2,118
1,192,670
50
Male
37,000
Divorced
0
Bachelor's
null
10.03652
Rural
Premium
null
15
309
8
2022-05-21 15:21:39.276901
Average
No
Rarely
House
1,558
1,192,671
48
Male
23,987
Married
4
Bachelor's
null
4.812069
Rural
Premium
0
1
490
4
2023-07-19 15:21:39.210805
Good
No
Rarely
Condo
397
1,192,672
48
Male
35,077
Single
1
Bachelor's
null
13.979556
Rural
Premium
3
14
746
6
2021-09-10 15:21:39.237118
Average
No
Rarely
House
431
1,192,673
64
Female
11,071
Married
2
High School
Employed
23.262415
Urban
Premium
null
11
469
6
2021-12-11 15:21:39.259788
Good
No
Daily
Apartment
1,250
1,192,674
31
Male
24,293
Single
3
Master's
null
23.724596
Rural
Comprehensive
null
9
849
5
2023-01-17 15:21:39.105504
Average
No
Daily
Condo
2,122
1,192,675
55
Female
15,641
Married
2
PhD
Employed
11.560873
Suburban
Comprehensive
0
2
577
3
2022-02-11 15:21:39.099739
Average
No
Weekly
House
1,314
1,192,676
38
Female
23,601
Single
3
PhD
Unemployed
47.96665
Urban
Comprehensive
1
15
440
3
2022-06-04 15:21:39.134960
Good
No
Daily
Condo
443
1,192,677
30
Female
12,791
Single
3
Bachelor's
null
29.926115
Rural
Comprehensive
null
14
718
3
2019-10-07 15:21:39.172097
Poor
No
Rarely
House
1,177
1,192,678
64
Female
143,672
Divorced
null
Bachelor's
null
18.170771
Rural
Basic
0
10
800
4
2021-11-01 15:21:39.169102
Poor
Yes
Weekly
House
66
1,192,679
18
Female
null
Single
3
Bachelor's
Self-Employed
18.63372
Suburban
Basic
null
5
410
2
2019-09-29 15:21:39.150730
Average
Yes
Rarely
House
998
1,192,680
37
Female
51,903
Divorced
4
PhD
Self-Employed
16.27175
Suburban
Comprehensive
0
12
563
3
2020-07-10 15:21:39.134960
Poor
Yes
Rarely
Condo
101
1,192,681
22
Female
40,978
Divorced
1
PhD
Unemployed
45.819356
Suburban
Premium
3
3
446
3
2021-03-20 15:21:39.285112
Average
Yes
Daily
Condo
740
1,192,682
22
Male
1,588
Single
2
High School
Self-Employed
23.40356
Suburban
Comprehensive
2
13
748
2
2020-09-08 15:21:39.256696
Poor
Yes
Rarely
Condo
1,034
1,192,683
59
Male
12,962
Single
4
Master's
Employed
35.924494
Suburban
Premium
null
3
null
7
2022-07-31 15:21:39.245086
null
Yes
Rarely
House
1,011
1,192,684
23
Female
14,304
Divorced
4
Master's
Unemployed
6.445937
Suburban
Comprehensive
null
14
615
7
2019-12-14 15:21:39.226954
Average
No
Rarely
Apartment
1,929
1,192,685
60
Female
33,162
Married
1
Bachelor's
Self-Employed
21.08515
Rural
Comprehensive
1
1
574
9
2021-05-07 15:21:39.081504
Good
Yes
Daily
Condo
805
1,192,686
54
Female
null
Divorced
0
High School
Self-Employed
4.958673
Rural
Basic
null
5
784
9
2020-07-18 15:21:39.194829
Average
Yes
Weekly
Condo
384
1,192,687
33
Female
27,193
Divorced
2
PhD
Self-Employed
6.312068
Urban
Premium
0
12
696
2
2023-02-04 15:21:39.289099
Good
No
Weekly
House
476
1,192,688
57
Male
38,584
Divorced
1
PhD
Employed
19.813199
Rural
Basic
null
17
null
4
2020-01-26 15:21:39.134960
Good
No
Weekly
House
1,996
1,192,689
43
Male
2,778
Married
3
Master's
Employed
null
Urban
Premium
3
19
309
8
2023-04-09 15:21:39.155061
Poor
No
Weekly
House
3,259
1,192,690
56
Female
8,072
Married
1
High School
Self-Employed
44.508979
Urban
Basic
0
19
765
1
2023-12-25 15:21:39.194829
Good
Yes
Rarely
House
1,201
1,192,691
63
Female
2,096
Married
4
Master's
Employed
12.671727
Urban
Premium
null
16
619
4
2022-01-23 15:21:39.211806
Good
Yes
Rarely
Apartment
2,103
1,192,692
38
Male
29,077
Single
4
PhD
Self-Employed
23.064202
Rural
Comprehensive
0
1
767
4
2024-03-20 15:21:39.282785
Average
No
Daily
Apartment
1,007
1,192,693
47
Male
3,058
Single
3
Bachelor's
Unemployed
15.359846
Urban
Comprehensive
0
16
null
2
2022-08-25 15:21:39.155231
null
Yes
Monthly
Condo
2,360
1,192,694
null
Male
null
Single
2
Bachelor's
null
21.967662
Urban
Comprehensive
null
11
null
8
2022-08-22 15:21:39.202448
Poor
Yes
Rarely
House
281
1,192,695
34
Female
44,650
Divorced
3
PhD
null
7.893723
Urban
Basic
null
19
772
1
2020-09-10 15:21:39.187211
null
No
Weekly
Condo
1,536
1,192,696
58
Male
27,382
Single
4
Bachelor's
Unemployed
14.979442
Urban
Premium
0
1
703
8
2021-12-31 15:21:39.204790
Good
Yes
Daily
House
1,119
1,192,697
34
Male
40,597
Divorced
4
PhD
Self-Employed
null
Rural
Basic
1
8
817
6
2020-09-26 15:21:39.237118
Poor
Yes
Weekly
Condo
882
1,192,698
23
Male
29,093
Married
0
PhD
Self-Employed
null
Suburban
Basic
null
7
635
9
2021-04-06 15:21:39.231531
Average
No
Monthly
House
2,450
1,192,699
35
Male
18,284
Divorced
2
Bachelor's
Unemployed
26.823208
Urban
Comprehensive
null
3
636
8
2021-06-08 15:21:39.236064
Poor
Yes
Rarely
Apartment
1,251