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
35,700
39
Female
9,504
Single
4
Master's
Self-Employed
6.865145
Urban
Comprehensive
0
4
538
7
2022-09-12 15:21:39.134960
Poor
No
Rarely
House
549
35,701
34
Female
10,103
Single
1
Bachelor's
null
8.660516
Urban
Comprehensive
2
1
712
2
2021-02-15 15:21:39.108562
Poor
No
Monthly
Apartment
474
35,702
33
Male
62,782
Divorced
0
PhD
Employed
19.076531
Rural
Basic
2
0
710
9
2022-02-27 15:21:39.152732
Good
No
Rarely
House
28
35,703
27
Female
30,213
Single
0
Master's
Unemployed
7.715894
Urban
Basic
0
3
null
2
2023-09-04 15:21:39.220389
Good
Yes
Monthly
Apartment
943
35,704
33
Male
1,696
Married
2
High School
Employed
16.202558
Urban
Premium
2
16
834
4
2024-07-05 15:21:39.155231
Poor
No
Rarely
House
1,091
35,705
57
Female
29,358
Married
1
Master's
null
15.942164
Urban
Premium
2
0
359
7
2021-04-16 15:21:39.196387
Poor
Yes
Monthly
Apartment
496
35,706
26
Male
24,983
Married
2
High School
Self-Employed
15.00692
Rural
Comprehensive
0
11
531
5
2021-03-10 15:21:39.126661
null
Yes
Weekly
Condo
1,229
35,707
53
Male
53,151
Divorced
3
Master's
Employed
51.082414
Rural
Premium
null
13
363
1
2022-08-22 15:21:39.097737
Average
No
Weekly
House
397
35,708
44
Male
958
Divorced
4
High School
null
22.130125
Rural
Comprehensive
0
10
446
3
2023-03-15 15:21:39.081504
Good
Yes
Weekly
House
1,683
35,709
58
Male
6,965
Single
null
High School
null
23.41884
Rural
Premium
3
2
667
9
2021-10-07 15:21:39.251142
Poor
Yes
Weekly
House
591
35,710
44
Male
null
Single
null
Master's
Self-Employed
30.161956
Suburban
Comprehensive
1
12
779
8
2021-07-10 15:21:39.283783
Average
No
Rarely
House
174
35,711
19
Male
38,255
Divorced
4
PhD
null
19.777586
Urban
Basic
null
0
519
9
2021-12-29 15:21:39.134960
Average
Yes
Weekly
House
1,915
35,712
37
Male
10,068
Single
4
Bachelor's
Employed
31.37602
Urban
Basic
1
18
719
5
2020-04-17 15:21:39.201446
Poor
Yes
Rarely
House
638
35,713
32
Female
54,977
null
1
High School
null
5.039371
Urban
Comprehensive
2
6
682
1
2022-02-26 15:21:39.181605
Average
Yes
Monthly
Apartment
441
35,714
20
Female
1,170
Married
0
Bachelor's
Employed
null
Urban
Premium
0
13
743
2
2023-01-05 15:21:39.134960
Good
No
Weekly
Condo
1,188
35,715
38
Female
121,668
Divorced
2
PhD
Self-Employed
34.078168
Suburban
Basic
1
10
439
8
2020-01-17 15:21:39.171102
Poor
No
Rarely
House
992
35,716
26
Male
5,517
Divorced
2
PhD
null
null
Rural
Comprehensive
null
0
543
5
2020-11-22 15:21:39.095696
Poor
Yes
Weekly
Condo
939
35,717
35
Female
11,064
Married
0
High School
null
16.177095
Rural
Basic
1
13
757
5
2020-12-14 15:21:39.184157
Good
No
Weekly
Apartment
4,097
35,718
35
Female
10,197
Married
0
Bachelor's
Self-Employed
14.068764
Rural
Comprehensive
null
8
553
8
2023-06-18 15:21:39.237118
Average
Yes
Monthly
Apartment
1,794
35,719
33
Female
81,886
Divorced
2
High School
null
null
Rural
Basic
null
16
null
6
2021-07-15 15:21:39.261856
Average
No
Daily
House
3,082
35,720
58
Male
81,294
Divorced
2
Bachelor's
Unemployed
11.17145
Suburban
Basic
0
0
522
4
2021-03-11 15:21:39.164044
Good
No
Rarely
Apartment
33
35,721
37
Male
29,070
Single
2
High School
Self-Employed
43.552241
Suburban
Basic
null
16
809
7
2019-09-22 15:21:39.237118
Poor
No
Weekly
House
783
35,722
21
Male
36,758
Married
2
Bachelor's
Unemployed
13.547161
Rural
Premium
0
4
775
7
2022-01-06 15:21:39.206847
Poor
Yes
Monthly
Apartment
675
35,723
22
Male
21,664
Divorced
1
High School
Self-Employed
18.242786
Urban
Basic
null
8
null
8
2023-07-06 15:21:39.096739
Average
Yes
Daily
Apartment
532
35,724
24
Female
17,069
Divorced
0
Bachelor's
null
31.138551
Suburban
Premium
null
8
683
5
2021-08-08 15:21:39.155231
Average
No
Monthly
Condo
514
35,725
52
Male
14,982
Married
1
PhD
null
41.242535
Rural
Basic
0
4
687
6
2021-06-01 15:21:39.237118
Good
No
Weekly
Condo
1,022
35,726
49
Male
28,112
Single
1
High School
Employed
30.583087
Urban
Comprehensive
1
19
549
2
2020-05-21 15:21:39.182597
Average
No
Weekly
House
2,545
35,727
33
Male
23,146
Single
1
High School
null
41.553531
Urban
Premium
2
19
578
8
2022-04-28 15:21:39.248098
Good
No
Daily
House
1,104
35,728
42
Female
26,355
Married
4
Master's
null
16.069444
Urban
Premium
0
13
518
3
2021-11-25 15:21:39.154008
Good
Yes
Daily
Condo
3,978
35,729
61
Female
53,658
Single
1
Master's
Employed
48.361451
Urban
Premium
1
6
405
6
2020-01-22 15:21:39.271453
Average
Yes
Daily
House
551
35,730
29
Female
34,163
Single
4
Master's
null
18.696497
Suburban
Premium
1
15
822
7
2021-04-27 15:21:39.155231
Average
Yes
Daily
Condo
922
35,731
47
Female
6,096
Divorced
0
PhD
Self-Employed
34.908573
Urban
Premium
1
14
null
4
2021-08-14 15:21:39.237118
Poor
No
Weekly
House
1,016
35,732
54
Male
30,652
Single
3
Master's
Self-Employed
null
Urban
Basic
2
5
674
9
2023-09-29 15:21:39.228521
Average
Yes
Weekly
House
543
35,733
18
Female
56,528
Divorced
null
High School
null
12.818897
Urban
Comprehensive
0
10
445
9
2021-11-11 15:21:39.260856
Good
Yes
Daily
Apartment
2,723
35,734
62
Female
16,084
Divorced
1
High School
null
30.23209
Suburban
Premium
1
1
null
6
2021-02-26 15:21:39.100695
Poor
No
Daily
Condo
2,143
35,735
34
Female
12,783
Single
2
PhD
Self-Employed
28.152848
Urban
Basic
1
13
621
8
2022-11-22 15:21:39.222387
Average
Yes
Monthly
House
1,636
35,736
51
Male
10,924
Single
0
High School
null
36.953417
Urban
Premium
null
6
537
9
2020-02-06 15:21:39.228521
Average
No
Daily
Apartment
519
35,737
56
Male
813
Single
2
High School
Self-Employed
11.145541
Suburban
Basic
1
17
781
3
2023-07-18 15:21:39.261856
null
No
Rarely
Apartment
101
35,738
41
Female
30,359
Single
1
Bachelor's
Self-Employed
21.874253
Urban
Premium
null
18
317
1
2024-06-20 15:21:39.190215
Poor
No
Daily
House
2,059
35,739
24
Female
39,069
Divorced
0
Bachelor's
null
45.528845
Suburban
Comprehensive
null
17
627
6
2020-01-02 15:21:39.278402
Average
Yes
Rarely
Condo
1,318
35,740
28
Female
29,502
Married
0
PhD
Self-Employed
37.001627
Urban
Comprehensive
null
11
514
6
2024-07-18 15:21:39.191219
Good
Yes
Weekly
House
2,114
35,741
47
Male
27,499
Single
2
Master's
null
10.753475
Urban
Basic
1
15
492
5
2020-11-20 15:21:39.228521
Average
Yes
Weekly
House
23
35,742
50
Male
45,426
Single
1
High School
Unemployed
10.81828
Rural
Basic
0
1
null
3
2024-05-27 15:21:39.186212
Average
No
Rarely
House
574
35,743
56
Female
20,996
Divorced
3
Bachelor's
Employed
31.736913
Suburban
Premium
null
12
null
5
2022-05-03 15:21:39.177724
Good
Yes
Daily
House
561
35,744
48
Female
null
Married
3
Master's
Self-Employed
52.334448
Urban
Basic
1
10
null
6
2020-05-16 15:21:39.273973
Poor
Yes
Monthly
House
839
35,745
null
Male
18,308
Married
3
High School
Employed
null
Rural
Comprehensive
null
18
null
2
2022-10-23 15:21:39.189223
Poor
No
Monthly
Condo
1,647
35,746
63
Male
5,857
Divorced
0
Bachelor's
null
14.997548
Urban
Basic
0
3
706
6
2024-03-07 15:21:39.186212
Good
Yes
Rarely
Apartment
2,631
35,747
57
Female
33,981
Single
3
Bachelor's
Self-Employed
28.722305
Rural
Comprehensive
2
17
754
6
2021-01-29 15:21:39.128286
Average
No
Rarely
Apartment
724
35,748
50
Male
949
null
0
PhD
Self-Employed
25.271849
Rural
Comprehensive
0
5
563
4
2023-08-02 15:21:39.134960
Average
No
Weekly
House
1,252
35,749
36
Female
11,862
Single
2
Master's
Self-Employed
23.390421
Rural
Comprehensive
2
2
null
6
2021-11-21 15:21:39.211806
Good
No
Weekly
Condo
3,108
35,750
42
Male
15,987
Single
3
PhD
Unemployed
26.252928
Suburban
Comprehensive
null
18
null
4
2020-12-04 15:21:39.086123
Poor
Yes
Weekly
House
29
35,751
36
Female
96,442
Divorced
0
Bachelor's
Unemployed
5.569702
Suburban
Basic
1
10
328
2
2023-10-13 15:21:39.219432
Good
Yes
Monthly
House
624
35,752
58
Female
26,344
Single
3
PhD
Unemployed
22.684518
Suburban
Basic
null
4
694
6
2020-03-15 15:21:39.260856
Poor
No
Rarely
House
574
35,753
53
Male
12,984
Married
null
Master's
Employed
47.072726
Rural
Basic
null
13
494
6
2021-03-02 15:21:39.237118
null
Yes
Monthly
House
1,342
35,754
21
Female
35,071
Married
1
High School
Self-Employed
21.241525
Urban
Premium
0
18
661
6
2021-10-22 15:21:39.183598
Good
No
Weekly
Condo
220
35,755
22
Female
1,249
Married
null
Master's
Employed
17.977108
Rural
Comprehensive
1
2
494
4
2021-07-06 15:21:39.123711
Poor
No
Daily
Apartment
583
35,756
37
Male
6,801
Divorced
1
High School
Self-Employed
43.964784
Urban
Premium
0
2
511
6
2020-12-12 15:21:39.112553
Good
No
Daily
Condo
116
35,757
28
Male
71,158
Divorced
4
Master's
Employed
3.055323
Rural
Comprehensive
2
0
662
6
2020-08-07 15:21:39.122134
Poor
Yes
Daily
House
346
35,758
18
Female
26,604
Divorced
2
Bachelor's
Employed
43.130112
Rural
Premium
null
8
718
5
2023-04-14 15:21:39.092127
null
No
Weekly
Condo
1,514
35,759
53
Male
2,383
Divorced
null
Master's
Employed
46.647905
Urban
Comprehensive
0
18
354
7
2020-01-13 15:21:39.237118
Average
Yes
Daily
House
616
35,760
49
Male
46,346
Married
1
Bachelor's
Employed
9.945418
Rural
Basic
0
0
441
2
2021-09-19 15:21:39.168099
Average
No
Monthly
Condo
2,134
35,761
36
Male
5,518
Married
2
Bachelor's
null
12.955589
Urban
Comprehensive
0
1
404
6
2024-02-14 15:21:39.282785
Poor
Yes
Rarely
Condo
2,364
35,762
39
Male
106,810
Married
0
Master's
Employed
5.252934
Suburban
Premium
1
4
432
7
2021-05-26 15:21:39.134960
Average
Yes
Monthly
Apartment
462
35,763
null
Female
64,413
Married
1
PhD
Unemployed
26.295911
Urban
Premium
null
19
375
8
2021-08-13 15:21:39.155231
Poor
Yes
Weekly
Condo
842
35,764
22
Female
null
Single
null
High School
Employed
null
Suburban
Basic
0
8
822
7
2022-10-19 15:21:39.221386
Average
Yes
Weekly
Condo
2,161
35,765
35
Female
51,670
Married
4
PhD
null
51.373546
Suburban
Basic
null
6
562
1
2022-05-12 15:21:39.134960
Poor
Yes
Weekly
House
1,533
35,766
59
Male
38,305
Single
1
Bachelor's
Unemployed
25.5561
Rural
Basic
2
17
603
3
2020-12-25 15:21:39.110557
Average
Yes
Daily
Condo
40
35,767
26
Male
91,743
Married
1
PhD
null
36.794579
Rural
Premium
1
13
678
4
2023-01-04 15:21:39.080440
Average
No
Daily
Apartment
412
35,768
33
Male
28,332
Single
3
High School
null
null
Rural
Basic
null
0
null
9
2020-04-24 15:21:39.155231
Poor
No
Weekly
Apartment
642
35,769
28
Male
37,508
Single
4
Master's
Employed
20.858106
Suburban
Premium
0
1
731
6
2023-04-08 15:21:39.110557
Average
No
Daily
House
848
35,770
40
Female
9,077
Married
1
Bachelor's
null
27.952067
Rural
Basic
null
17
849
8
2021-09-08 15:21:39.145732
Average
No
Rarely
Apartment
461
35,771
55
Female
8,092
Married
2
Master's
Self-Employed
25.914398
Suburban
Premium
0
5
778
8
2023-01-19 15:21:39.261856
Poor
No
Weekly
Condo
628
35,772
31
Male
1,486
Married
null
Bachelor's
Self-Employed
null
Suburban
Basic
1
11
704
8
2020-12-19 15:21:39.237118
Poor
No
Weekly
House
1,342
35,773
51
Male
null
Divorced
2
High School
Employed
25.784474
Urban
Comprehensive
0
13
431
8
2019-10-13 15:21:39.134960
Average
Yes
Weekly
Condo
2,343
35,774
63
Male
13,617
Single
4
Bachelor's
Unemployed
36.121429
Urban
Basic
null
8
440
9
2023-05-04 15:21:39.155231
Good
Yes
Monthly
Condo
174
35,775
36
Male
25,720
Divorced
2
Bachelor's
null
9.74942
Suburban
Comprehensive
null
3
471
7
2024-06-16 15:21:39.204790
Good
No
Daily
Condo
565
35,776
29
Female
4,074
Married
1
Master's
Unemployed
25.452464
Urban
Basic
1
5
701
4
2019-11-23 15:21:39.272456
Average
No
Rarely
Apartment
1,920
35,777
54
Male
53,984
Divorced
1
High School
Employed
26.267901
Suburban
Comprehensive
0
7
776
9
2020-04-29 15:21:39.152732
null
Yes
Daily
Condo
1,859
35,778
46
Female
15,274
Married
3
Bachelor's
Unemployed
30.879438
Suburban
Premium
1
17
null
8
2020-06-12 15:21:39.126661
Poor
Yes
Monthly
Condo
2,474
35,779
32
Female
6,056
Single
4
Master's
null
24.049684
Urban
Basic
null
2
495
1
2023-01-22 15:21:39.182597
Average
No
Rarely
House
831
35,780
22
Female
44,729
Single
3
High School
Unemployed
23.310211
Suburban
Basic
1
7
622
4
2023-08-09 15:21:39.126661
Poor
No
Weekly
House
2,746
35,781
56
Male
45,318
Married
null
PhD
Unemployed
28.412813
Urban
Basic
1
2
null
4
2023-09-18 15:21:39.085129
Good
Yes
Rarely
Condo
3,278
35,782
31
Female
56,497
Divorced
3
Bachelor's
Unemployed
38.661804
Rural
Premium
2
0
471
7
2023-12-20 15:21:39.166062
null
No
Daily
House
2,575
35,783
34
Male
45,465
Single
4
High School
Unemployed
18.447034
Rural
Comprehensive
null
7
630
6
2022-01-19 15:21:39.232526
Poor
No
Weekly
Condo
930
35,784
56
Male
39,803
Single
3
PhD
Employed
38.943244
Suburban
Premium
1
19
609
4
2023-01-31 15:21:39.171102
Average
No
Daily
House
439
35,785
43
Male
15,333
Divorced
1
PhD
Unemployed
14.534331
Urban
Basic
1
18
683
9
2021-03-08 15:21:39.273973
Average
No
Rarely
Condo
1,482
35,786
49
Female
6,791
Single
4
High School
Unemployed
28.586926
Suburban
Comprehensive
null
18
687
7
2020-08-11 15:21:39.281787
Good
Yes
Monthly
Apartment
498
35,787
54
Female
34,519
Divorced
2
High School
Unemployed
14.796483
Urban
Basic
1
19
779
7
2020-12-08 15:21:39.098696
Average
Yes
Rarely
Condo
354
35,788
39
Male
3,418
Divorced
4
Master's
Employed
42.311821
Urban
Comprehensive
0
9
617
9
2020-09-03 15:21:39.185215
Good
Yes
Daily
House
2,482
35,789
38
Female
1,676
Single
0
High School
Unemployed
17.540928
Rural
Premium
0
13
409
7
2021-08-09 15:21:39.261856
Average
No
Daily
Condo
1,802
35,790
64
Female
3,529
Single
4
Bachelor's
Unemployed
33.998427
Urban
Comprehensive
null
6
652
7
2022-10-13 15:21:39.229482
Poor
Yes
Rarely
Condo
204
35,791
61
Female
38,729
Married
1
PhD
Self-Employed
20.693011
Rural
Premium
null
18
593
6
2024-03-05 15:21:39.237118
Poor
No
Rarely
House
441
35,792
45
Male
46,100
Single
0
Bachelor's
Self-Employed
8.294028
Suburban
Premium
1
14
670
6
2022-01-17 15:21:39.155231
null
Yes
Rarely
House
923
35,793
48
Male
26,776
Married
0
Master's
Self-Employed
8.913804
Suburban
Basic
1
7
315
9
2019-09-23 15:21:39.151732
Poor
No
Weekly
Condo
721
35,794
49
Male
null
Single
2
High School
Self-Employed
null
Rural
Comprehensive
null
10
447
9
2019-10-11 15:21:39.126661
Average
No
Daily
House
1,653
35,795
32
Female
17,069
Divorced
4
High School
Self-Employed
6.349983
Rural
Comprehensive
1
17
393
6
2020-01-19 15:21:39.209847
Average
No
Weekly
Apartment
2,350
35,796
60
Female
1,373
Single
0
High School
null
22.162996
Suburban
Premium
0
19
null
6
2024-07-17 15:21:39.269494
Average
Yes
Monthly
Apartment
25
35,797
50
Female
1,079
Single
3
PhD
Unemployed
21.362999
Rural
Comprehensive
2
16
685
5
2024-01-22 15:21:39.164044
Average
Yes
Rarely
House
817
35,798
56
Male
5,825
Divorced
0
Bachelor's
Unemployed
19.068001
Urban
Premium
0
10
801
5
2023-08-30 15:21:39.194829
Average
No
Monthly
Condo
823
35,799
60
Male
15,791
Married
3
High School
Unemployed
47.242458
Suburban
Basic
null
8
798
8
2020-06-30 15:21:39.092127
Good
Yes
Rarely
Apartment
1,357