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
33,700
30
Male
37,000
Divorced
3
Master's
Self-Employed
20.584326
Urban
Premium
null
7
751
5
2021-03-19 15:21:39.254678
Average
No
Weekly
House
1,068
33,701
38
Male
52,897
Divorced
0
Bachelor's
Self-Employed
13.138932
Suburban
Basic
null
11
391
9
2022-02-01 15:21:39.267454
Average
Yes
Weekly
Condo
787
33,702
60
Female
93,431
Married
4
PhD
Employed
25.936882
Urban
Basic
null
8
398
8
2020-01-04 15:21:39.086123
Average
Yes
Monthly
House
35
33,703
43
Male
45,440
Married
null
Master's
Unemployed
25.847175
Suburban
Comprehensive
null
18
466
9
2021-12-29 15:21:39.093681
Poor
Yes
Daily
House
454
33,704
53
Male
149,995
Single
1
PhD
Unemployed
32.053651
Urban
Premium
null
16
null
9
2019-11-15 15:21:39.155231
Poor
No
Daily
Apartment
3,919
33,705
40
Female
2,746
Single
3
High School
Self-Employed
25.826497
Urban
Premium
null
14
325
2
2020-10-16 15:21:39.215386
Average
Yes
Rarely
Apartment
326
33,706
50
Female
3,780
Single
1
Master's
Unemployed
20.17094
Urban
Basic
0
0
null
8
2024-05-10 15:21:39.244069
Good
Yes
Daily
Apartment
2,196
33,707
20
Female
5,960
Married
0
Master's
null
22.647959
Rural
Comprehensive
0
16
628
7
2021-09-15 15:21:39.172097
Average
No
Daily
Apartment
491
33,708
35
Female
28,881
Single
0
Master's
Employed
24.099687
Urban
Premium
0
12
641
2
2024-02-12 15:21:39.134960
Average
Yes
Rarely
Apartment
1,252
33,709
59
Female
32,395
Single
1
PhD
Employed
28.323879
Rural
Comprehensive
1
14
804
4
2023-08-25 15:21:39.278402
Average
No
Monthly
Apartment
633
33,710
63
Male
80,477
Divorced
3
PhD
Self-Employed
39.757626
Urban
Basic
1
4
352
6
2019-09-06 15:21:39.210805
Average
Yes
Monthly
Apartment
1,113
33,711
36
Male
61,352
Divorced
null
PhD
Employed
47.776681
Rural
Comprehensive
2
3
454
9
2023-10-20 15:21:39.155231
null
No
Weekly
House
531
33,712
34
Male
6,083
Divorced
3
PhD
Unemployed
21.092646
Rural
Comprehensive
0
1
722
2
2024-07-01 15:21:39.252145
Average
Yes
Monthly
House
1,526
33,713
60
Female
818
Single
null
High School
Self-Employed
16.713566
Rural
Comprehensive
2
0
null
2
2020-04-10 15:21:39.147735
Good
No
Daily
Condo
1,201
33,714
29
Male
10,402
Married
0
Bachelor's
Unemployed
32.580569
Rural
Comprehensive
0
16
683
2
2022-02-18 15:21:39.148733
Poor
Yes
Monthly
Condo
1,044
33,715
52
Female
9,069
Married
1
High School
Unemployed
14.055492
Suburban
Basic
1
17
null
4
2023-01-03 15:21:39.086123
Good
No
Weekly
House
3,389
33,716
33
Male
76,401
Single
4
Bachelor's
Self-Employed
49.57687
Urban
Premium
1
10
366
2
2022-05-29 15:21:39.081504
Good
Yes
Monthly
House
1,047
33,717
61
Male
764
Married
2
Master's
null
40.838126
Suburban
Premium
null
6
730
6
2023-06-14 15:21:39.181605
Good
Yes
Rarely
House
2,295
33,718
63
Male
1,779
Single
4
Bachelor's
null
9.778878
Urban
Comprehensive
2
18
476
6
2021-10-21 15:21:39.264504
Poor
No
Monthly
Condo
3,675
33,719
60
Male
null
Single
1
PhD
null
50.167946
Urban
Basic
4
3
null
2
2019-09-13 15:21:39.095696
Good
No
Rarely
House
4,850
33,720
44
Male
22,278
Single
1
Master's
Employed
36.912646
Suburban
Comprehensive
0
4
332
7
2022-09-23 15:21:39.285112
Average
Yes
Weekly
House
776
33,721
37
Male
17,625
Single
2
PhD
null
16.723651
Rural
Basic
null
19
657
9
2023-01-01 15:21:39.166062
Average
No
Rarely
House
790
33,722
22
Male
8,096
Divorced
null
Bachelor's
Employed
8.646961
Urban
Basic
1
4
432
7
2022-09-23 15:21:39.237118
Good
Yes
Monthly
House
1,408
33,723
null
Male
46,656
Divorced
null
Master's
null
28.824996
Rural
Premium
null
4
530
6
2019-11-24 15:21:39.109552
Poor
No
Monthly
House
242
33,724
38
Female
1,589
Married
2
High School
Self-Employed
null
Urban
Comprehensive
0
16
513
7
2020-12-05 15:21:39.106582
Poor
Yes
Weekly
Apartment
1,584
33,725
38
Female
25,309
Divorced
2
Bachelor's
Self-Employed
13.672913
Suburban
Comprehensive
2
6
704
9
2020-02-10 15:21:39.134960
Average
Yes
Rarely
Apartment
2,268
33,726
42
Female
14,097
Divorced
3
High School
Self-Employed
4.490877
Urban
Basic
2
15
578
6
2021-10-11 15:21:39.289099
Good
No
Weekly
Apartment
1,335
33,727
52
Male
24,930
Single
1
PhD
null
8.948672
Rural
Comprehensive
1
19
752
6
2023-06-30 15:21:39.134960
Average
No
Rarely
House
131
33,728
53
Female
40,488
Married
2
PhD
Employed
28.232763
Suburban
Comprehensive
null
15
795
8
2023-11-07 15:21:39.134960
Average
No
Weekly
House
742
33,729
62
Female
44,765
Married
3
Bachelor's
Unemployed
21.638134
Rural
Comprehensive
1
11
null
8
2023-02-10 15:21:39.172097
Average
No
Weekly
Condo
893
33,730
52
Female
3,973
Divorced
4
Bachelor's
Unemployed
27.596578
Rural
Comprehensive
1
4
816
7
2019-12-12 15:21:39.288099
Poor
No
Rarely
House
1,672
33,731
56
Male
73,477
Divorced
3
High School
null
34.484423
Rural
Comprehensive
4
18
697
4
2021-02-08 15:21:39.187211
Average
No
Weekly
House
3,590
33,732
44
Male
23,296
Divorced
4
Master's
null
null
Suburban
Premium
1
8
613
2
2022-06-06 15:21:39.134960
Poor
No
Monthly
Condo
2,264
33,733
49
Male
45,874
Married
1
Master's
Employed
17.051679
Urban
Comprehensive
0
15
579
1
2019-11-28 15:21:39.177724
Average
Yes
Rarely
Condo
150
33,734
57
Female
39,087
Married
null
PhD
Self-Employed
4.315768
Rural
Comprehensive
null
5
null
6
2020-07-22 15:21:39.108562
Average
Yes
Rarely
Condo
1,078
33,735
33
Male
28,574
Divorced
1
PhD
Self-Employed
31.012665
Urban
Comprehensive
4
11
null
3
2021-06-20 15:21:39.155231
Average
Yes
Rarely
Apartment
881
33,736
45
Male
40,262
Divorced
2
Bachelor's
Employed
null
Rural
Comprehensive
1
10
755
9
2022-03-18 15:21:39.193945
Poor
No
Rarely
Condo
816
33,737
36
Male
23,981
Married
2
Bachelor's
Self-Employed
23.527068
Urban
Basic
1
15
722
3
2020-12-24 15:21:39.155231
Average
No
Daily
Condo
463
33,738
40
Male
139,859
Married
4
High School
Unemployed
12.53931
Suburban
Comprehensive
2
15
661
8
2019-10-05 15:21:39.221386
Average
Yes
Rarely
Condo
29
33,739
34
Female
43,156
Divorced
2
High School
Employed
24.551338
Urban
Premium
0
19
519
2
2020-05-06 15:21:39.166062
Average
No
Daily
House
1,256
33,740
51
Male
17,579
Married
2
Master's
null
19.735362
Suburban
Basic
null
1
601
8
2023-07-13 15:21:39.101733
Poor
No
Rarely
House
479
33,741
56
Male
18,618
Divorced
0
Bachelor's
null
47.095831
Urban
Premium
null
16
699
3
2021-04-01 15:21:39.164044
Good
Yes
Daily
House
2,445
33,742
50
Male
20,094
Divorced
3
Master's
Unemployed
21.049311
Suburban
Basic
1
12
682
7
2020-02-25 15:21:39.134960
Average
Yes
Rarely
House
93
33,743
40
Female
4,445
Single
0
Master's
Employed
null
Rural
Basic
6
6
811
9
2021-09-24 15:21:39.236064
Average
Yes
Daily
Apartment
1,509
33,744
25
Male
null
Single
4
PhD
null
19.07071
Suburban
Premium
0
10
626
8
2024-07-04 15:21:39.188220
null
Yes
Rarely
Apartment
371
33,745
32
Male
76,955
Divorced
3
Bachelor's
null
51.095915
Suburban
Comprehensive
1
9
671
3
2021-05-15 15:21:39.272456
Good
Yes
Rarely
House
875
33,746
58
Female
35,672
Married
0
High School
Unemployed
15.386661
Urban
Premium
1
10
461
7
2019-12-01 15:21:39.256696
Good
No
Weekly
Apartment
290
33,747
64
Female
20,429
Single
2
High School
Self-Employed
13.965425
Suburban
Comprehensive
0
12
547
3
2021-05-16 15:21:39.134960
Poor
No
Daily
Condo
818
33,748
23
Female
16,886
Divorced
4
Bachelor's
null
27.671234
Suburban
Basic
null
7
692
5
2024-02-11 15:21:39.222387
Good
Yes
Rarely
Condo
589
33,749
64
Male
35,794
Married
1
Master's
Employed
11.918672
Urban
Premium
1
0
813
5
2024-07-17 15:21:39.155231
Good
Yes
Weekly
Apartment
784
33,750
61
Female
44,206
Divorced
3
PhD
Unemployed
23.883001
Rural
Comprehensive
null
2
597
3
2024-02-20 15:21:39.134960
Good
No
Daily
House
1,330
33,751
64
Male
18,096
Single
3
PhD
Employed
12.670087
Rural
Comprehensive
0
19
744
6
2022-02-12 15:21:39.248098
Average
Yes
Daily
House
1,246
33,752
46
Female
18,577
Divorced
1
High School
Employed
12.85324
Urban
Basic
1
12
637
8
2019-11-09 15:21:39.134960
Poor
Yes
Daily
Condo
1,038
33,753
30
Female
3,720
Married
3
Bachelor's
Employed
25.539576
Urban
Comprehensive
2
10
661
3
2019-08-23 15:21:39.237118
Good
No
Daily
House
1,672
33,754
23
Male
33,221
Single
3
Bachelor's
null
11.991211
Urban
Premium
null
11
488
7
2022-07-03 15:21:39.188220
Poor
No
Weekly
Apartment
2,418
33,755
18
Male
85,579
Divorced
4
Bachelor's
Unemployed
19.797915
Rural
Comprehensive
0
5
337
4
2021-03-06 15:21:39.171102
Poor
Yes
Rarely
House
126
33,756
58
Female
5,988
Married
3
High School
Unemployed
32.93333
Suburban
Comprehensive
1
6
697
3
2022-11-26 15:21:39.182597
Good
No
Weekly
Apartment
1,129
33,757
46
Male
null
Married
4
Bachelor's
null
41.017004
Rural
Basic
2
2
358
2
2023-12-19 15:21:39.097737
Poor
Yes
Daily
House
138
33,758
56
Male
138,904
Single
4
Master's
null
null
Urban
Basic
null
2
564
8
2022-08-27 15:21:39.176717
Poor
Yes
Monthly
Apartment
3,128
33,759
36
Male
44,728
Single
2
Master's
Employed
48.416822
Suburban
Basic
0
12
578
3
2023-01-29 15:21:39.237118
Average
No
Rarely
Apartment
733
33,760
39
Male
35,498
Single
4
Bachelor's
Unemployed
17.671407
Suburban
Premium
0
16
null
5
2022-04-14 15:21:39.254678
Average
Yes
Monthly
House
1,106
33,761
60
Male
5,607
Divorced
3
High School
null
14.744217
Urban
Premium
2
10
558
3
2024-01-20 15:21:39.281787
Good
Yes
Rarely
House
1,179
33,762
46
Female
25,554
Divorced
0
PhD
null
21.837962
Rural
Basic
2
6
506
7
2020-10-19 15:21:39.114118
null
Yes
Monthly
Condo
38
33,763
58
Female
46,429
Married
4
Master's
null
28.854164
Rural
Comprehensive
0
13
569
9
2023-07-05 15:21:39.112553
Good
Yes
Rarely
Condo
58
33,764
24
Male
119
Single
2
Master's
null
14.476428
Suburban
Basic
2
1
578
2
2022-01-25 15:21:39.155231
Good
Yes
Monthly
House
23
33,765
19
Male
27,467
Divorced
4
Master's
Unemployed
39.282641
Suburban
Basic
null
11
703
9
2023-10-01 15:21:39.237118
Poor
No
Daily
House
783
33,766
56
Male
2,108
Divorced
2
Bachelor's
Unemployed
36.492178
Rural
Premium
0
2
null
8
2020-01-06 15:21:39.280784
Good
Yes
Rarely
Condo
102
33,767
47
Female
9,270
Married
3
Master's
null
43.433934
Rural
Comprehensive
0
15
571
3
2024-01-07 15:21:39.134960
Good
Yes
Weekly
Condo
1,643
33,768
62
Female
43,804
Divorced
1
Master's
null
16.920158
Suburban
Premium
0
5
634
6
2024-04-26 15:21:39.237118
Average
Yes
Weekly
Condo
725
33,769
58
Female
43,266
Single
0
Master's
Self-Employed
15.633329
Urban
Basic
null
11
524
4
2024-02-03 15:21:39.244069
Good
No
Rarely
Apartment
1,314
33,770
18
Male
34,247
Divorced
4
PhD
Self-Employed
null
Rural
Comprehensive
1
19
null
7
2020-02-26 15:21:39.094752
Poor
Yes
Weekly
House
859
33,771
49
Male
39,936
Married
4
Bachelor's
null
13.144969
Urban
Comprehensive
null
15
826
5
2019-12-31 15:21:39.235012
Average
No
Monthly
Apartment
1,192
33,772
56
Male
61,364
Single
3
Bachelor's
Employed
16.051874
Suburban
Premium
0
14
null
5
2021-03-29 15:21:39.286113
Poor
No
Monthly
Apartment
119
33,773
29
Female
16,077
Divorced
3
PhD
Employed
20.883616
Urban
Comprehensive
null
2
725
6
2023-06-15 15:21:39.131192
null
No
Monthly
Apartment
2,158
33,774
27
Male
45,632
Single
3
PhD
Unemployed
13.91948
Urban
Basic
0
17
497
8
2022-06-15 15:21:39.097737
Good
No
Rarely
House
29
33,775
63
Female
13,791
Divorced
2
High School
null
40.08304
Rural
Comprehensive
1
19
687
8
2022-10-25 15:21:39.130190
Poor
No
Weekly
Apartment
603
33,776
33
Female
50,841
Divorced
0
High School
Self-Employed
26.087899
Urban
Basic
null
16
344
9
2020-08-24 15:21:39.155231
Poor
Yes
Rarely
Condo
713
33,777
42
Male
null
Single
2
PhD
Self-Employed
35.967325
Rural
Premium
0
1
795
5
2022-05-31 15:21:39.191219
Good
Yes
Monthly
Apartment
174
33,778
18
Male
5,942
Married
3
Bachelor's
Employed
25.722146
Rural
Premium
null
11
449
7
2020-05-18 15:21:39.110557
Average
Yes
Monthly
Condo
1,876
33,779
62
Male
57,400
Divorced
1
Bachelor's
Employed
26.927154
Rural
Premium
1
13
null
6
2022-10-17 15:21:39.256696
Average
Yes
Weekly
House
308
33,780
49
Female
8,984
Single
2
PhD
null
null
Rural
Premium
null
17
728
1
2023-11-28 15:21:39.096739
Average
No
Rarely
Condo
437
33,781
18
Female
45,923
Divorced
3
PhD
Unemployed
29.737176
Urban
Premium
1
8
775
6
2024-01-01 15:21:39.192212
Average
Yes
Weekly
House
962
33,782
45
Male
4,555
Married
4
PhD
Self-Employed
21.903995
Rural
Comprehensive
1
8
495
2
2024-05-21 15:21:39.211806
Poor
No
Rarely
Condo
462
33,783
null
Male
10,892
Divorced
4
High School
null
25.03801
Rural
Premium
1
10
759
2
2022-08-01 15:21:39.097737
Poor
Yes
Daily
Apartment
933
33,784
35
Female
37,119
Divorced
3
High School
null
22.248825
Suburban
Comprehensive
1
12
479
8
2021-07-26 15:21:39.100695
Average
Yes
Daily
Condo
546
33,785
42
Male
4,418
Divorced
0
High School
Unemployed
null
Urban
Premium
1
8
821
8
2023-03-08 15:21:39.134960
Poor
No
Rarely
House
735
33,786
38
Male
1,336
Married
4
PhD
Self-Employed
25.056599
Rural
Basic
null
4
456
7
2023-08-04 15:21:39.221386
Good
No
Weekly
House
24
33,787
41
Male
17,372
Single
3
Master's
null
34.904263
Urban
Basic
1
11
null
2
2021-08-22 15:21:39.180553
Good
Yes
Weekly
Apartment
543
33,788
23
Female
16,761
Married
0
PhD
null
24.677794
Rural
Premium
2
15
361
5
2020-01-27 15:21:39.132191
Good
Yes
Monthly
Condo
1,515
33,789
64
Male
18,561
Divorced
null
Bachelor's
null
45.079311
Rural
Comprehensive
2
11
null
6
2023-06-12 15:21:39.286113
Poor
No
Rarely
Apartment
533
33,790
38
Female
43,523
Married
0
Bachelor's
Employed
21.472784
Rural
Premium
0
19
709
7
2021-06-06 15:21:39.257696
Average
No
Daily
Condo
1,071
33,791
44
Female
65,796
Divorced
4
PhD
null
4.785064
Rural
Premium
null
9
342
3
2023-01-08 15:21:39.174719
Average
No
Rarely
Apartment
733
33,792
36
Female
30,910
Married
4
Bachelor's
Employed
46.782323
Urban
Premium
1
17
661
8
2021-11-19 15:21:39.155231
Poor
No
Rarely
House
30
33,793
48
Female
87,849
Single
2
High School
Employed
15.878667
Urban
Comprehensive
null
16
431
9
2020-01-14 15:21:39.192212
Good
Yes
Daily
Condo
1,544
33,794
49
Male
34,652
Single
0
Bachelor's
null
13.756736
Urban
Basic
0
11
null
6
2022-02-07 15:21:39.205850
Good
Yes
Daily
House
482
33,795
43
Male
27,340
Married
0
Bachelor's
Unemployed
44.869869
Rural
Premium
null
17
647
9
2020-03-23 15:21:39.173834
Good
No
Monthly
House
2,596
33,796
32
Male
2,898
Divorced
4
PhD
null
6.089547
Rural
Basic
1
16
456
1
2020-04-27 15:21:39.204790
Good
No
Rarely
House
805
33,797
63
Male
37,117
Married
3
PhD
Unemployed
15.796111
Suburban
Basic
1
15
null
6
2021-12-08 15:21:39.281787
Good
Yes
Weekly
House
1,486
33,798
20
Male
97,816
Single
2
Bachelor's
Unemployed
7.631507
Urban
Premium
null
4
604
5
2020-07-08 15:21:39.254678
Poor
Yes
Rarely
House
292
33,799
27
Male
55,815
Single
4
High School
null
null
Rural
Comprehensive
3
13
592
9
2020-12-30 15:21:39.173834
Poor
No
Monthly
House
2,160