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
1,169,600
33
Male
30,761
Single
2
Master's
null
22.686711
Rural
Basic
0
0
551
4
2022-02-26 15:21:39.231531
Good
No
Monthly
Apartment
3,379
1,169,601
54
Female
39,076
Divorced
0
PhD
Unemployed
33.818654
Suburban
Basic
0
6
429
4
2020-09-25 15:21:39.176717
Poor
Yes
Monthly
Condo
1,307
1,169,602
34
Female
29,230
Single
2
PhD
null
null
Urban
Comprehensive
1
15
611
9
2020-02-22 15:21:39.263607
Poor
Yes
Monthly
Apartment
3,083
1,169,603
49
Female
20,983
Single
2
Bachelor's
null
13.289998
Rural
Premium
1
2
439
2
2022-12-15 15:21:39.189223
Poor
No
Monthly
House
482
1,169,604
41
Male
14,085
Married
4
PhD
Employed
11.839687
Urban
Comprehensive
0
8
443
8
2022-09-08 15:21:39.126661
Good
Yes
Monthly
House
1,399
1,169,605
30
Female
103,510
Divorced
0
Bachelor's
null
39.857194
Urban
Basic
0
14
464
3
2020-12-24 15:21:39.263607
Good
No
Rarely
House
2,339
1,169,606
56
Female
35,385
Single
4
High School
Unemployed
null
Rural
Basic
3
11
668
1
2024-06-29 15:21:39.279729
Good
Yes
Daily
House
1,130
1,169,607
24
Male
2,586
Divorced
2
PhD
null
9.35234
Rural
Basic
null
4
462
3
2021-03-11 15:21:39.180553
Good
No
Daily
Apartment
1,249
1,169,608
60
Female
25,265
Divorced
4
Master's
Unemployed
28.634312
Suburban
Comprehensive
1
2
779
9
2021-08-28 15:21:39.095696
Good
Yes
Daily
Condo
1,419
1,169,609
27
Male
60,729
Married
3
Master's
Unemployed
38.812241
Suburban
Comprehensive
2
11
682
4
2020-11-09 15:21:39.155231
Good
No
Rarely
House
2,128
1,169,610
20
Female
28,690
Divorced
0
Bachelor's
Employed
49.639678
Rural
Basic
2
18
518
8
2021-01-17 15:21:39.191219
Good
Yes
Daily
Apartment
663
1,169,611
47
Male
29,137
Single
1
High School
Unemployed
51.068162
Suburban
Comprehensive
1
10
687
6
2020-12-06 15:21:39.223901
Poor
Yes
Rarely
House
1,091
1,169,612
47
Female
4,569
Divorced
0
PhD
Self-Employed
36.332073
Suburban
Comprehensive
null
8
533
3
2023-12-25 15:21:39.104139
null
No
Daily
House
2,040
1,169,613
20
Male
23,015
Married
1
PhD
Self-Employed
24.773848
Suburban
Premium
null
14
767
3
2020-06-07 15:21:39.194829
Poor
No
Rarely
House
112
1,169,614
59
Female
33,307
Married
3
High School
Self-Employed
29.934223
Rural
Premium
null
14
null
4
2022-01-13 15:21:39.152732
Poor
No
Daily
House
2,316
1,169,615
39
Male
1,577
Single
null
High School
null
29.760835
Rural
Comprehensive
2
19
578
1
2023-05-24 15:21:39.237118
Average
Yes
Rarely
Condo
657
1,169,616
23
Female
5,716
Single
4
High School
Unemployed
10.471323
Urban
Comprehensive
2
9
797
1
2020-10-01 15:21:39.192212
Poor
No
Rarely
Condo
881
1,169,617
50
Female
7,811
Single
2
High School
Employed
15.95781
Rural
Basic
0
4
849
1
2022-10-04 15:21:39.190215
Average
Yes
Monthly
Condo
2,811
1,169,618
33
Female
33,606
Married
2
Master's
Employed
26.252918
Suburban
Premium
0
14
487
4
2022-03-02 15:21:39.112553
Poor
No
Rarely
Apartment
582
1,169,619
20
Male
52,753
Divorced
4
Bachelor's
Unemployed
34.547387
Rural
Comprehensive
0
6
486
4
2024-01-04 15:21:39.096739
Poor
No
Weekly
Apartment
23
1,169,620
52
Male
15,581
Divorced
3
PhD
Self-Employed
null
Suburban
Premium
null
6
453
7
2024-04-05 15:21:39.264504
Good
No
Weekly
Condo
1,027
1,169,621
22
Male
24,140
Divorced
1
Master's
Employed
23.02283
Rural
Premium
1
10
553
3
2020-02-29 15:21:39.122134
Poor
No
Weekly
House
1,186
1,169,622
57
Male
115,858
Married
null
PhD
Self-Employed
10.558819
Urban
Basic
0
12
493
1
2024-08-09 15:21:39.094752
Good
Yes
Rarely
House
358
1,169,623
28
Female
26,863
Single
1
Bachelor's
null
12.039864
Rural
Basic
0
2
491
8
2024-04-26 15:21:39.231531
Good
Yes
Weekly
Apartment
526
1,169,624
54
Male
66
Married
3
Master's
Self-Employed
15.674868
Rural
Comprehensive
0
6
527
3
2024-05-09 15:21:39.285112
null
Yes
Rarely
Apartment
308
1,169,625
38
Male
6,737
Married
null
High School
Employed
29.17695
Suburban
Premium
1
3
522
7
2023-01-19 15:21:39.107553
Average
Yes
Daily
Apartment
1,806
1,169,626
22
Male
1,268
Single
0
Bachelor's
null
21.181048
Suburban
Premium
4
9
657
7
2020-09-04 15:21:39.116179
Good
No
Rarely
House
1,711
1,169,627
50
Female
56,640
Single
2
High School
Self-Employed
25.783869
Suburban
Premium
3
6
452
4
2023-08-17 15:21:39.213373
Poor
No
Monthly
House
842
1,169,628
43
Female
5,872
Married
2
PhD
null
38.618834
Urban
Premium
2
7
804
9
2020-05-19 15:21:39.218388
Average
Yes
Weekly
Condo
1,490
1,169,629
29
Male
1,422
Single
null
Bachelor's
null
15.071518
Suburban
Premium
null
7
506
7
2022-09-13 15:21:39.214388
Good
No
Rarely
House
3,129
1,169,630
45
Male
17,227
Divorced
3
Bachelor's
null
35.90826
Urban
Basic
0
13
589
6
2020-09-21 15:21:39.247098
Poor
No
Daily
House
2,279
1,169,631
42
Male
27,692
Single
0
Master's
Unemployed
18.964387
Suburban
Comprehensive
null
17
null
8
2021-06-27 15:21:39.236064
Average
No
Rarely
Condo
906
1,169,632
52
Female
8,181
Married
2
Bachelor's
null
26.002929
Suburban
Comprehensive
1
1
null
5
2020-07-22 15:21:39.148733
Good
Yes
Rarely
Apartment
586
1,169,633
31
Male
19,051
Single
3
Master's
Self-Employed
6.676661
Suburban
Comprehensive
2
11
null
5
2024-02-14 15:21:39.200452
null
No
Monthly
Apartment
616
1,169,634
62
Male
7,011
Divorced
2
Master's
Unemployed
31.847835
Suburban
Comprehensive
null
11
474
7
2020-01-14 15:21:39.174719
Good
No
Weekly
Condo
1,363
1,169,635
19
Female
6,042
Divorced
1
Master's
null
10.979113
Rural
Premium
null
17
685
6
2020-08-26 15:21:39.217387
Poor
Yes
Rarely
Condo
1,348
1,169,636
24
Male
2,065
Single
4
PhD
Unemployed
24.169231
Urban
Premium
0
12
602
6
2019-09-20 15:21:39.094752
Poor
Yes
Monthly
House
4,830
1,169,637
45
Male
36,724
Divorced
4
PhD
Self-Employed
28.764295
Rural
Basic
null
18
null
5
2024-01-01 15:21:39.155231
Poor
No
Rarely
Apartment
2,270
1,169,638
40
Male
24,266
Single
1
High School
Self-Employed
23.281488
Rural
Basic
1
5
616
3
2021-07-19 15:21:39.283783
Average
No
Monthly
Apartment
3,340
1,169,639
54
Female
20,705
Married
null
Bachelor's
null
12.812205
Rural
Basic
1
2
789
6
2021-11-10 15:21:39.144722
Average
Yes
Rarely
House
638
1,169,640
43
Male
null
Divorced
1
Bachelor's
Self-Employed
23.122405
Suburban
Basic
null
18
724
7
2021-09-01 15:21:39.278402
null
Yes
Daily
House
2,770
1,169,641
64
Female
2,476
Married
3
Bachelor's
null
8.163315
Urban
Premium
4
14
467
6
2019-09-25 15:21:39.106582
Good
No
Monthly
Condo
72
1,169,642
32
Male
26,351
Divorced
4
PhD
Employed
23.87314
Suburban
Comprehensive
0
18
437
9
2020-01-01 15:21:39.134960
Average
Yes
Monthly
House
1,264
1,169,643
60
Male
8,358
Single
2
Master's
Self-Employed
17.147898
Suburban
Premium
null
6
411
1
2020-11-07 15:21:39.214388
Good
Yes
Monthly
Condo
1,070
1,169,644
25
Female
29,173
Married
4
Bachelor's
Employed
44.067274
Suburban
Basic
0
19
803
7
2024-06-13 15:21:39.155231
Poor
No
Monthly
House
441
1,169,645
45
Male
6,835
Divorced
0
High School
Self-Employed
33.817836
Urban
Premium
null
6
615
1
2020-06-07 15:21:39.112553
Average
No
Daily
Apartment
926
1,169,646
29
Female
678
Divorced
4
High School
Employed
null
Suburban
Comprehensive
2
13
820
9
2021-02-09 15:21:39.134960
Good
Yes
Daily
Apartment
1,149
1,169,647
64
Male
47,866
Single
null
Master's
Self-Employed
14.998967
Suburban
Basic
null
14
431
8
2020-07-09 15:21:39.190215
Good
No
Weekly
Apartment
23
1,169,648
61
Female
null
Married
4
PhD
Employed
33.695567
Rural
Basic
null
5
458
3
2022-04-15 15:21:39.237118
Average
Yes
Monthly
House
2,385
1,169,649
25
Female
1,853
Divorced
2
PhD
Unemployed
null
Urban
Premium
null
0
718
4
2020-08-24 15:21:39.237118
Average
Yes
Weekly
Condo
1,677
1,169,650
53
Male
82,626
Married
3
PhD
null
14.659548
Urban
Basic
2
4
336
7
2022-01-04 15:21:39.219432
Poor
No
Daily
House
532
1,169,651
54
Female
5,050
Divorced
0
Bachelor's
Unemployed
25.907747
Urban
Comprehensive
null
18
833
1
2022-02-17 15:21:39.257696
Poor
Yes
Monthly
Apartment
494
1,169,652
45
Female
20,994
Single
3
Bachelor's
null
null
Urban
Comprehensive
3
19
578
1
2022-09-13 15:21:39.267454
Poor
No
Rarely
Condo
912
1,169,653
55
Female
11,086
Single
4
Master's
null
37.986957
Suburban
Basic
1
5
644
3
2024-04-14 15:21:39.085129
Poor
Yes
Monthly
Apartment
538
1,169,654
38
Female
2,442
Single
2
Bachelor's
Employed
44.859004
Suburban
Premium
1
1
443
8
2022-02-06 15:21:39.208842
Average
Yes
Rarely
Condo
714
1,169,655
33
Male
10,136
Married
null
High School
Self-Employed
41.781058
Suburban
Comprehensive
0
16
735
2
2022-01-09 15:21:39.155231
Average
No
Rarely
Apartment
1,403
1,169,656
50
Male
34,245
Married
3
Bachelor's
null
22.834346
Urban
Basic
null
10
543
6
2020-07-11 15:21:39.134960
Poor
No
Monthly
Apartment
20
1,169,657
31
Male
16,696
Single
1
Master's
Self-Employed
45.873008
Suburban
Premium
1
18
588
2
2021-01-10 15:21:39.179186
Good
Yes
Monthly
Condo
1,781
1,169,658
61
Male
91,925
Single
null
High School
Self-Employed
32.147065
Suburban
Comprehensive
2
11
540
4
2021-06-09 15:21:39.134960
Average
No
Rarely
Condo
28
1,169,659
21
Female
36,921
Divorced
4
Master's
Self-Employed
18.828142
Suburban
Comprehensive
null
12
null
7
2021-03-14 15:21:39.254678
Good
No
Monthly
Condo
1,752
1,169,660
19
Male
51,473
Divorced
3
High School
null
51.967308
Rural
Comprehensive
0
18
703
2
2022-01-28 15:21:39.155231
Poor
No
Rarely
Apartment
664
1,169,661
20
Female
6,791
Single
4
PhD
Self-Employed
46.410371
Urban
Comprehensive
1
7
612
7
2023-10-02 15:21:39.134960
Good
Yes
Daily
House
1,603
1,169,662
20
Male
23,428
Divorced
2
PhD
Self-Employed
29.887937
Rural
Premium
1
15
826
1
2023-07-08 15:21:39.211806
Poor
No
Weekly
House
351
1,169,663
20
Female
46,813
Single
3
High School
null
13.286918
Urban
Basic
2
15
313
4
2024-06-29 15:21:39.210805
Good
No
Monthly
House
1,737
1,169,664
24
Male
706
Single
3
PhD
Self-Employed
13.293752
Suburban
Premium
0
14
568
2
2022-06-29 15:21:39.177724
Poor
No
Daily
Apartment
24
1,169,665
40
Male
51,132
Single
1
Master's
Self-Employed
17.922256
Suburban
Basic
2
14
707
3
2023-02-04 15:21:39.180553
Poor
Yes
Monthly
Condo
1,867
1,169,666
21
Male
null
Divorced
0
Bachelor's
Self-Employed
22.085818
Urban
Comprehensive
2
15
391
8
2023-01-28 15:21:39.122134
Good
Yes
Monthly
Apartment
291
1,169,667
35
Female
18,071
Divorced
3
Master's
Unemployed
8.393899
Suburban
Comprehensive
null
14
636
9
2022-02-12 15:21:39.155231
null
Yes
Monthly
Condo
539
1,169,668
36
Female
10,182
Divorced
2
Bachelor's
Employed
4.664301
Urban
Comprehensive
null
1
584
2
2020-12-06 15:21:39.207847
Poor
No
Weekly
Condo
527
1,169,669
29
Female
10,045
Single
0
Bachelor's
Unemployed
38.027819
Rural
Comprehensive
1
19
439
9
2020-06-12 15:21:39.111551
Good
Yes
Weekly
Condo
466
1,169,670
58
Male
66,460
Married
3
High School
Employed
36.884951
Suburban
Basic
3
10
471
5
2021-08-14 15:21:39.177724
Poor
Yes
Monthly
Apartment
963
1,169,671
21
Female
80,902
Married
0
Bachelor's
Self-Employed
14.422312
Urban
Basic
2
12
394
2
2023-04-14 15:21:39.252145
Average
No
Monthly
Apartment
1,022
1,169,672
44
Female
31,371
Single
null
Bachelor's
null
7.724016
Suburban
Premium
3
6
null
5
2023-10-08 15:21:39.098696
Poor
Yes
Daily
House
395
1,169,673
42
Female
17,774
Single
1
Bachelor's
Self-Employed
28.652789
Suburban
Comprehensive
null
17
538
5
2019-12-11 15:21:39.134960
Poor
Yes
Monthly
Apartment
609
1,169,674
34
Male
4,747
Divorced
3
Bachelor's
Unemployed
36.869213
Rural
Comprehensive
0
19
437
6
2021-07-25 15:21:39.164044
Poor
Yes
Monthly
Condo
1,284
1,169,675
21
Male
70,977
Single
3
Bachelor's
Unemployed
50.649876
Urban
Basic
1
4
772
2
2023-07-23 15:21:39.276901
Average
Yes
Daily
House
29
1,169,676
37
Female
88,862
Single
1
Bachelor's
Unemployed
27.847991
Urban
Basic
1
0
343
1
2021-09-03 15:21:39.207847
Poor
Yes
Weekly
Apartment
550
1,169,677
62
Male
8,897
Married
null
PhD
Employed
20.189324
Urban
Premium
1
0
313
2
2020-09-27 15:21:39.134960
Good
No
Weekly
Condo
1,382
1,169,678
37
Male
8,791
Married
1
PhD
Unemployed
31.419046
Urban
Comprehensive
null
18
643
7
2022-04-14 15:21:39.092127
Good
Yes
Monthly
House
726
1,169,679
50
Male
10,063
Single
1
PhD
null
17.828355
Suburban
Basic
null
12
605
8
2020-12-22 15:21:39.178717
Average
Yes
Daily
Condo
739
1,169,680
29
Female
16,245
Divorced
1
PhD
Employed
9.568828
Rural
Premium
1
15
null
2
2022-03-29 15:21:39.174719
Average
No
Rarely
Apartment
1,674
1,169,681
29
Male
44,769
Married
null
PhD
null
29.823604
Rural
Comprehensive
null
9
null
4
2023-01-21 15:21:39.237118
Good
Yes
Monthly
House
2,452
1,169,682
43
Female
56,510
Single
2
PhD
null
52.143622
Rural
Premium
2
5
824
7
2020-04-27 15:21:39.134960
Good
Yes
Rarely
Apartment
923
1,169,683
61
Female
13,133
Single
0
Master's
Self-Employed
19.059981
Suburban
Basic
null
8
683
9
2020-08-15 15:21:39.185215
Average
No
Rarely
Condo
880
1,169,684
20
Male
6,392
Single
3
High School
null
26.907872
Urban
Comprehensive
1
19
720
2
2022-10-21 15:21:39.253660
Average
No
Weekly
Condo
661
1,169,685
36
Male
8,272
Divorced
1
PhD
Employed
13.682271
Rural
Premium
null
12
424
3
2022-03-16 15:21:39.145732
Good
Yes
Weekly
Apartment
1,708
1,169,686
34
Male
1,322
Divorced
0
High School
Employed
28.041387
Urban
Premium
1
16
725
5
2024-04-02 15:21:39.134960
Average
Yes
Weekly
Condo
2,404
1,169,687
31
Female
57,961
Married
3
High School
null
22.12271
Suburban
Premium
2
17
471
3
2022-02-19 15:21:39.226954
Good
No
Rarely
House
1,909
1,169,688
50
Female
49,548
Single
4
PhD
Employed
30.539768
Urban
Comprehensive
4
6
474
7
2023-01-27 15:21:39.237118
Good
Yes
Daily
Apartment
1,853
1,169,689
21
Female
146,038
Divorced
2
Bachelor's
Self-Employed
32.772907
Urban
Premium
1
2
467
8
2020-01-21 15:21:39.167099
Good
Yes
Rarely
Apartment
37
1,169,690
40
Male
1,227
Single
2
Master's
null
7.858607
Suburban
Premium
4
10
null
1
2021-05-02 15:21:39.219432
Good
Yes
Daily
Apartment
1,289
1,169,691
31
Male
147,961
Divorced
4
High School
null
null
Rural
Basic
3
14
639
2
2021-08-03 15:21:39.244069
Poor
Yes
Monthly
Apartment
471
1,169,692
46
Female
32,695
Single
3
Bachelor's
Self-Employed
13.788443
Suburban
Basic
null
12
813
7
2021-09-22 15:21:39.093681
Poor
No
Rarely
Condo
359
1,169,693
24
Female
49,842
Single
2
Bachelor's
Unemployed
6.167989
Urban
Basic
1
4
430
7
2020-08-15 15:21:39.207847
Good
Yes
Daily
Apartment
494
1,169,694
28
Female
5,874
Married
null
Bachelor's
null
26.591571
Urban
Basic
2
12
767
4
2019-10-15 15:21:39.191219
Good
Yes
Rarely
Apartment
537
1,169,695
57
Male
77,921
Single
0
PhD
Self-Employed
15.633228
Urban
Basic
null
8
441
3
2022-02-03 15:21:39.186212
Average
No
Rarely
Condo
567
1,169,696
31
Female
16,904
null
0
Master's
Unemployed
42.717524
Suburban
Comprehensive
1
0
626
2
2021-07-05 15:21:39.191219
Poor
Yes
Rarely
Apartment
673
1,169,697
34
Male
null
Single
1
PhD
Self-Employed
37.602704
Urban
Comprehensive
null
12
437
8
2021-03-14 15:21:39.148733
Poor
Yes
Daily
Condo
2,366
1,169,698
63
Female
17,074
Single
0
Master's
Employed
27.836667
Urban
Premium
1
1
837
8
2024-07-05 15:21:39.155231
Average
Yes
Monthly
Apartment
1,559
1,169,699
20
Male
15,792
Married
1
Bachelor's
Employed
32.88876
Rural
Premium
null
13
548
4
2020-10-15 15:21:39.107553
Good
No
Daily
House
906