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
43,700
29
Male
39,719
Divorced
2
High School
null
25.308543
Suburban
Comprehensive
0
19
471
4
2023-11-27 15:21:39.096739
Average
No
Rarely
House
719
43,701
57
Male
55,032
Single
null
High School
null
29.699821
Rural
Basic
2
3
663
1
2019-09-22 15:21:39.172097
null
No
Monthly
House
1,305
43,702
47
Male
48,980
Divorced
1
Bachelor's
Self-Employed
13.377831
Rural
Comprehensive
1
7
356
7
2022-09-07 15:21:39.177724
Poor
No
Weekly
Apartment
1,993
43,703
37
Male
924
Divorced
null
Bachelor's
null
52.671741
Suburban
Comprehensive
1
9
565
1
2020-03-26 15:21:39.170099
Good
Yes
Daily
House
1,029
43,704
30
Female
28,031
Single
1
Master's
Employed
10.793511
Urban
Basic
null
1
659
1
2023-01-23 15:21:39.286113
Poor
Yes
Weekly
Condo
1,505
43,705
47
Female
13,150
Divorced
0
Bachelor's
null
39.1618
Urban
Basic
null
1
null
5
2024-01-23 15:21:39.092127
Average
No
Monthly
Apartment
1,899
43,706
25
Female
28,804
Divorced
4
Master's
null
null
Rural
Comprehensive
0
0
378
6
2022-06-05 15:21:39.196387
null
No
Daily
Condo
2,188
43,707
20
Female
18,472
Married
4
Bachelor's
Self-Employed
43.492528
Rural
Comprehensive
1
3
823
3
2024-07-10 15:21:39.151732
Average
No
Weekly
House
686
43,708
25
Female
5,664
Single
4
Bachelor's
Self-Employed
6.67363
Urban
Comprehensive
2
3
757
9
2024-04-27 15:21:39.126661
Average
No
Daily
House
871
43,709
56
Male
45,652
Single
0
Master's
Unemployed
26.682789
Suburban
Comprehensive
0
3
452
7
2023-04-03 15:21:39.096739
Average
No
Rarely
House
1,070
43,710
63
Female
46,321
Single
4
High School
Self-Employed
22.173568
Rural
Basic
1
14
478
4
2022-10-27 15:21:39.102694
Poor
Yes
Rarely
Condo
887
43,711
37
Female
44,690
null
3
Bachelor's
null
33.992657
Suburban
Basic
null
18
567
1
2020-03-20 15:21:39.174719
null
Yes
Monthly
House
101
43,712
35
Female
23,861
Single
1
Bachelor's
Self-Employed
null
Urban
Basic
null
13
742
1
2022-12-21 15:21:39.155231
Average
No
Daily
Apartment
789
43,713
45
Female
34,774
Single
0
Bachelor's
Employed
30.568736
Rural
Comprehensive
1
15
376
5
2022-09-03 15:21:39.196387
Average
Yes
Monthly
House
591
43,714
50
Male
4,526
Divorced
2
PhD
null
42.929795
Urban
Premium
6
9
639
5
2020-12-21 15:21:39.204790
null
Yes
Monthly
Condo
598
43,715
49
Male
30,228
Single
1
PhD
Employed
49.327081
Urban
Comprehensive
1
10
484
1
2020-10-18 15:21:39.134960
Poor
No
Rarely
Condo
1,141
43,716
28
Female
86,442
Single
0
High School
Unemployed
44.457093
Rural
Basic
1
18
713
2
2022-09-10 15:21:39.168099
null
No
Weekly
House
50
43,717
64
Female
3,468
Divorced
3
Bachelor's
Unemployed
31.758036
Rural
Comprehensive
null
16
null
7
2023-12-03 15:21:39.128286
Poor
Yes
Rarely
House
3,157
43,718
30
Male
69,218
Divorced
0
High School
null
8.171239
Urban
Comprehensive
3
18
770
5
2022-10-12 15:21:39.230483
Average
No
Daily
Condo
1,869
43,719
23
Female
541
Divorced
2
PhD
null
46.929125
Rural
Comprehensive
2
17
703
1
2020-02-29 15:21:39.123711
Poor
No
Weekly
Condo
149
43,720
49
Female
21,286
Divorced
4
Bachelor's
Self-Employed
47.315765
Urban
Comprehensive
null
10
567
9
2022-10-08 15:21:39.237118
Poor
No
Rarely
Condo
111
43,721
48
Male
55,289
Divorced
4
Master's
Unemployed
13.55485
Urban
Comprehensive
0
3
405
5
2022-08-12 15:21:39.173661
Poor
No
Daily
House
325
43,722
52
Female
15,103
Married
1
PhD
Unemployed
6.460701
Suburban
Premium
1
15
584
9
2022-06-21 15:21:39.145732
Average
Yes
Daily
House
852
43,723
52
Female
8,035
Divorced
0
High School
Self-Employed
21.616824
Suburban
Comprehensive
1
8
681
8
2021-06-04 15:21:39.134960
Poor
No
Monthly
House
742
43,724
38
Female
29,312
Single
2
High School
Employed
26.351055
Rural
Comprehensive
2
2
584
2
2021-11-04 15:21:39.176717
Good
Yes
Monthly
Apartment
1,484
43,725
27
Female
5,817
Single
2
Master's
Self-Employed
17.745776
Suburban
Basic
null
12
749
6
2021-03-31 15:21:39.155231
Good
Yes
Daily
Apartment
1,616
43,726
44
Male
132,514
Married
4
High School
Unemployed
50.811525
Urban
Basic
3
16
null
6
2024-03-22 15:21:39.102694
Good
No
Rarely
House
2,172
43,727
19
Female
30,493
Divorced
2
Master's
null
6.717198
Urban
Premium
1
6
847
1
2020-03-16 15:21:39.222387
Poor
No
Weekly
House
1,793
43,728
59
Female
71,531
Single
null
Bachelor's
null
6.87871
Urban
Comprehensive
2
14
null
1
2023-07-20 15:21:39.194829
Poor
Yes
Monthly
Condo
381
43,729
55
Male
35,382
Divorced
1
High School
null
10.702376
Suburban
Premium
null
4
821
7
2020-11-10 15:21:39.155231
Good
Yes
Rarely
Apartment
70
43,730
19
Male
52,058
Divorced
4
Bachelor's
null
10.946271
Suburban
Comprehensive
1
8
null
4
2022-02-12 15:21:39.172097
Average
Yes
Weekly
Condo
291
43,731
22
Male
22,780
Divorced
1
PhD
null
50.867396
Suburban
Premium
null
18
552
2
2022-01-22 15:21:39.134960
Good
Yes
Monthly
Apartment
3,453
43,732
null
Male
14,053
Married
1
PhD
Unemployed
40.974382
Suburban
Premium
null
15
559
4
2023-03-04 15:21:39.235012
Good
No
Monthly
House
394
43,733
22
Female
45,673
Married
2
High School
Self-Employed
8.184567
Rural
Premium
null
19
583
9
2024-07-22 15:21:39.147735
Poor
No
Rarely
Condo
2,399
43,734
38
Female
124,820
Divorced
4
Bachelor's
Employed
6.84976
Rural
Premium
1
0
642
7
2022-06-20 15:21:39.187211
Average
No
Rarely
Apartment
53
43,735
23
Male
null
Single
4
High School
Self-Employed
null
Urban
Comprehensive
3
17
690
5
2021-05-01 15:21:39.233998
null
No
Rarely
Apartment
495
43,736
40
Male
1,622
Single
2
Master's
Self-Employed
20.14199
Suburban
Comprehensive
4
9
642
3
2021-03-12 15:21:39.246098
Poor
No
Monthly
House
752
43,737
45
Male
73,479
Single
0
Master's
null
33.068002
Urban
Premium
null
17
392
7
2021-05-13 15:21:39.264504
Good
No
Monthly
House
2,122
43,738
33
Female
30,442
Divorced
1
Master's
null
null
Rural
Premium
null
6
null
3
2020-11-24 15:21:39.095696
Average
No
Monthly
Condo
992
43,739
25
Male
1,029
Married
4
PhD
null
44.663092
Rural
Basic
1
3
301
6
2023-11-24 15:21:39.200452
Poor
No
Daily
House
1,893
43,740
47
Female
2,398
Married
1
High School
Self-Employed
29.988223
Suburban
Premium
2
18
622
4
2020-11-30 15:21:39.155231
Poor
No
Weekly
Condo
1,082
43,741
26
Female
90,600
Divorced
3
PhD
null
21.519628
Urban
Basic
2
10
476
3
2023-11-10 15:21:39.172097
Good
Yes
Monthly
House
1,852
43,742
18
Male
8,283
Single
1
PhD
Unemployed
51.159423
Suburban
Comprehensive
0
13
721
2
2023-10-06 15:21:39.187211
Average
No
Daily
Condo
33
43,743
41
Female
5,538
Married
0
Bachelor's
Self-Employed
47.133762
Urban
Basic
0
18
null
7
2021-04-30 15:21:39.134960
Good
No
Monthly
Apartment
479
43,744
50
Female
1,009
Single
0
Bachelor's
Employed
31.814706
Urban
Premium
1
1
716
2
2021-05-20 15:21:39.122134
Good
No
Monthly
House
36
43,745
37
Male
18,641
Single
2
Bachelor's
Employed
27.087827
Suburban
Comprehensive
1
2
783
3
2019-08-21 15:21:39.144722
null
Yes
Daily
Apartment
27
43,746
41
Female
17,761
Married
2
Master's
Employed
44.388874
Urban
Basic
1
6
null
6
2022-10-02 15:21:39.205850
Average
Yes
Weekly
House
1,341
43,747
51
Male
30,230
Married
1
PhD
Unemployed
21.55132
Suburban
Comprehensive
null
12
585
7
2022-11-04 15:21:39.106582
Poor
Yes
Weekly
Condo
92
43,748
57
Female
32,065
Married
3
Master's
Employed
17.917289
Urban
Premium
0
10
800
8
2023-04-01 15:21:39.174719
Poor
No
Daily
Condo
954
43,749
27
Male
197
Single
1
Master's
Employed
13.240539
Urban
Basic
null
13
797
6
2023-11-03 15:21:39.184157
Poor
Yes
Rarely
Condo
793
43,750
52
Female
43,881
Divorced
2
PhD
Unemployed
8.897366
Suburban
Premium
0
2
612
7
2021-12-03 15:21:39.166062
Good
No
Rarely
Condo
685
43,751
20
Male
null
Single
0
High School
Unemployed
29.908321
Suburban
Basic
null
5
559
7
2020-10-07 15:21:39.257696
Good
No
Rarely
Apartment
358
43,752
27
Male
4,169
Single
4
Master's
null
30.392098
Suburban
Premium
1
7
777
7
2023-12-14 15:21:39.282785
Average
Yes
Monthly
Apartment
3,688
43,753
57
Male
26,861
Married
2
High School
null
null
Rural
Comprehensive
0
16
613
2
2020-07-15 15:21:39.102694
Poor
No
Rarely
Apartment
3,228
43,754
24
Female
2,414
Single
0
Master's
null
25.696539
Suburban
Basic
3
3
647
5
2020-04-19 15:21:39.145732
Average
No
Daily
Apartment
659
43,755
55
Female
10,034
Married
null
High School
Self-Employed
27.122663
Urban
Comprehensive
0
0
637
6
2021-01-02 15:21:39.134960
Poor
No
Monthly
Apartment
792
43,756
49
Female
122,797
Divorced
null
PhD
Unemployed
42.339768
Urban
Basic
1
10
677
8
2023-08-03 15:21:39.237118
Good
Yes
Weekly
Apartment
411
43,757
29
Male
16,093
Divorced
0
Master's
Employed
22.276444
Suburban
Comprehensive
null
9
398
7
2021-09-03 15:21:39.199447
Average
Yes
Rarely
Apartment
710
43,758
44
Male
24,572
Married
0
Bachelor's
Self-Employed
27.874321
Suburban
Comprehensive
null
5
423
1
2023-05-30 15:21:39.134960
Good
No
Daily
House
1,238
43,759
58
Male
3,466
Single
1
Master's
null
null
Rural
Comprehensive
1
14
837
6
2023-08-25 15:21:39.155231
Poor
No
Rarely
Apartment
1,553
43,760
24
Female
3,398
Divorced
3
PhD
Employed
8.6976
Urban
Basic
null
5
497
7
2021-02-24 15:21:39.092127
Good
Yes
Rarely
Condo
362
43,761
44
Male
113,021
Divorced
2
Master's
Unemployed
3.876628
Urban
Basic
2
1
658
6
2020-06-01 15:21:39.261856
null
Yes
Monthly
House
25
43,762
62
Female
37,149
Single
3
Bachelor's
Self-Employed
33.362546
Urban
Premium
null
5
498
9
2024-05-16 15:21:39.122134
Poor
Yes
Daily
Apartment
589
43,763
36
Male
11,438
Married
0
PhD
Self-Employed
19.946362
Rural
Comprehensive
null
9
null
5
2023-01-31 15:21:39.120168
Average
Yes
Weekly
Condo
181
43,764
28
Female
69,798
Married
2
Bachelor's
Self-Employed
27.648625
Rural
Comprehensive
null
18
null
4
2024-02-26 15:21:39.134960
null
Yes
Monthly
Apartment
30
43,765
50
Male
9,736
Divorced
4
PhD
Self-Employed
17.92223
Rural
Premium
1
18
null
5
2022-01-02 15:21:39.201446
Poor
No
Rarely
Condo
1,630
43,766
22
Female
65,507
Divorced
1
Bachelor's
Employed
12.722687
Rural
Comprehensive
0
2
707
9
2023-05-13 15:21:39.279729
Average
No
Weekly
Condo
172
43,767
38
Male
6,806
Single
4
High School
Unemployed
35.914193
Suburban
Basic
0
7
504
8
2024-01-21 15:21:39.155231
Poor
No
Daily
Condo
1,193
43,768
59
Male
14,984
Divorced
null
Master's
Self-Employed
44.299221
Urban
Basic
null
0
667
1
2022-09-25 15:21:39.134960
null
Yes
Rarely
Condo
2,363
43,769
18
Male
46,706
Divorced
0
High School
Self-Employed
13.779847
Suburban
Premium
0
7
791
9
2022-08-08 15:21:39.228521
Average
No
Weekly
House
112
43,770
38
Female
94,565
Married
0
Master's
Employed
13.82639
Urban
Premium
1
10
739
7
2022-12-12 15:21:39.134960
Good
No
Monthly
House
45
43,771
44
Male
2,389
Divorced
3
Master's
Unemployed
35.957894
Rural
Premium
3
11
694
3
2021-05-14 15:21:39.134960
Average
No
Rarely
Apartment
1,019
43,772
35
Female
51,420
Married
null
Bachelor's
Self-Employed
null
Urban
Comprehensive
1
9
692
5
2022-05-16 15:21:39.096739
Good
Yes
Weekly
Apartment
35
43,773
54
Male
12,963
Married
1
PhD
null
null
Suburban
Comprehensive
2
10
472
4
2023-10-18 15:21:39.155231
Average
Yes
Monthly
Condo
685
43,774
62
Male
61,591
Married
1
Master's
Unemployed
5.624772
Suburban
Basic
null
0
773
9
2021-07-04 15:21:39.197445
Average
No
Weekly
Apartment
50
43,775
33
Female
117,311
Married
null
PhD
Unemployed
14.351913
Suburban
Comprehensive
null
12
333
4
2023-01-07 15:21:39.098696
Poor
No
Daily
Condo
1,246
43,776
57
Female
9,056
Single
3
Master's
Unemployed
null
Suburban
Comprehensive
1
0
657
6
2022-07-08 15:21:39.134960
Poor
Yes
Monthly
Apartment
602
43,777
46
Male
118,417
Single
2
PhD
Employed
52.01531
Suburban
Basic
null
18
null
8
2020-03-29 15:21:39.237118
null
Yes
Monthly
Apartment
1,515
43,778
46
Male
36,301
Divorced
0
PhD
null
21.836797
Suburban
Comprehensive
1
14
641
8
2022-02-05 15:21:39.276901
null
No
Monthly
House
679
43,779
38
Female
2,457
Divorced
1
PhD
Unemployed
34.247048
Suburban
Comprehensive
null
4
null
1
2020-08-28 15:21:39.133866
Good
Yes
Monthly
Apartment
2,156
43,780
47
Male
26,180
Single
4
Bachelor's
Unemployed
16.171286
Urban
Comprehensive
0
19
null
6
2023-03-27 15:21:39.228521
Average
Yes
Daily
Condo
3,365
43,781
61
Male
121,878
Single
null
Bachelor's
Self-Employed
30.938963
Urban
Basic
2
17
663
4
2022-09-06 15:21:39.082499
Poor
No
Weekly
Condo
40
43,782
32
Male
45,907
Single
0
Bachelor's
Employed
26.092274
Rural
Premium
0
14
null
8
2022-03-02 15:21:39.112553
Average
Yes
Weekly
Apartment
504
43,783
53
Female
44,932
Married
1
PhD
null
14.929133
Urban
Premium
0
5
657
8
2020-05-12 15:21:39.148733
Poor
No
Daily
Apartment
1,190
43,784
19
Female
7,515
Married
0
Bachelor's
Employed
28.041387
Urban
Basic
null
4
495
9
2022-12-29 15:21:39.191219
Good
Yes
Rarely
House
605
43,785
51
Female
17,991
Single
3
PhD
null
29.924394
Rural
Basic
0
11
696
9
2020-04-16 15:21:39.176717
Average
Yes
Rarely
Apartment
492
43,786
20
Female
null
Married
3
Master's
Unemployed
6.077388
Urban
Premium
null
5
null
4
2020-07-23 15:21:39.236064
Poor
Yes
Weekly
House
350
43,787
56
Female
50,262
Single
4
Bachelor's
null
42.355575
Suburban
Comprehensive
0
15
331
6
2023-07-16 15:21:39.171102
Poor
No
Monthly
House
592
43,788
49
Male
46,664
Divorced
2
Bachelor's
Unemployed
30.701613
Suburban
Basic
4
13
473
2
2020-12-04 15:21:39.124659
Average
No
Daily
Apartment
2,458
43,789
19
Female
28,305
Single
3
PhD
Employed
25.633997
Suburban
Premium
0
11
null
9
2023-08-16 15:21:39.155231
Poor
Yes
Daily
Apartment
1,555
43,790
32
Female
29,046
Divorced
4
Bachelor's
null
23.408748
Suburban
Basic
null
12
470
2
2022-03-17 15:21:39.125660
Poor
No
Monthly
Condo
1,284
43,791
18
Female
25,155
Divorced
2
High School
Self-Employed
33.647672
Urban
Comprehensive
1
14
324
3
2023-07-25 15:21:39.154008
Poor
No
Rarely
Apartment
742
43,792
36
Female
6,094
Single
4
PhD
Employed
38.779823
Urban
Basic
0
9
null
5
2021-11-08 15:21:39.134960
Poor
Yes
Monthly
Condo
740
43,793
54
Male
43,849
Married
0
PhD
null
25.498055
Urban
Comprehensive
1
17
366
7
2024-03-30 15:21:39.203442
Good
Yes
Monthly
House
609
43,794
37
Female
43,473
Divorced
3
High School
null
10.890495
Suburban
Basic
0
11
737
7
2021-10-16 15:21:39.150730
Average
No
Weekly
Condo
508
43,795
18
Male
103,762
Single
3
Bachelor's
Employed
17.641459
Suburban
Basic
2
12
null
4
2024-07-15 15:21:39.194829
Average
No
Rarely
Condo
112
43,796
26
Male
35,668
Divorced
3
Master's
Self-Employed
8.793467
Urban
Premium
2
17
657
1
2023-10-22 15:21:39.134960
Good
Yes
Daily
Condo
549
43,797
43
Male
37,329
Divorced
4
High School
null
38.630724
Rural
Premium
1
19
428
3
2023-03-29 15:21:39.237118
Average
No
Monthly
House
511
43,798
35
Female
15,774
Single
4
PhD
Self-Employed
21.236987
Suburban
Comprehensive
0
8
557
1
2020-10-30 15:21:39.173834
Average
Yes
Rarely
House
4,825
43,799
19
Male
4,335
Single
null
Bachelor's
Self-Employed
29.34995
Urban
Premium
null
4
459
2
2020-09-20 15:21:39.192212
Good
Yes
Weekly
Apartment
287