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
1,163,600
26
Male
43,747
Married
1
PhD
null
5.05644
Urban
Comprehensive
0
16
697
7
2023-01-08 15:21:39.155231
Poor
No
Monthly
Condo
744
1,163,601
39
Male
38,916
Single
0
Master's
Self-Employed
43.769647
Suburban
Basic
1
6
779
1
2019-12-07 15:21:39.155231
Good
No
Daily
Condo
468
1,163,602
47
Female
35,437
Divorced
3
Bachelor's
Employed
14.926999
Rural
Comprehensive
1
3
575
9
2021-03-10 15:21:39.233485
Poor
Yes
Weekly
House
931
1,163,603
34
Female
38,229
Single
0
High School
Employed
37.291839
Rural
Basic
null
13
691
4
2022-08-08 15:21:39.271453
Average
No
Monthly
House
1,629
1,163,604
60
Female
7,913
Married
4
Master's
Employed
20.959322
Urban
Comprehensive
null
18
820
3
2021-11-02 15:21:39.272456
Poor
No
Weekly
Apartment
3,241
1,163,605
59
Female
639
Divorced
3
Bachelor's
null
null
Rural
Comprehensive
null
19
578
8
2020-09-03 15:21:39.237118
Good
Yes
Rarely
House
1,040
1,163,606
22
Female
100,903
Single
2
PhD
Unemployed
12.965751
Rural
Comprehensive
2
0
704
5
2022-01-12 15:21:39.177724
Average
No
Daily
Condo
30
1,163,607
30
Male
1,348
Single
3
Master's
Unemployed
29.924106
Rural
Basic
1
19
761
6
2023-10-20 15:21:39.126661
Average
No
Monthly
House
2,940
1,163,608
62
Male
18,795
Single
3
Master's
Employed
6.792025
Suburban
Comprehensive
0
14
635
4
2021-05-09 15:21:39.192212
Good
No
Monthly
House
1,427
1,163,609
41
Male
20,981
Divorced
4
Master's
null
31.839467
Suburban
Premium
null
12
684
5
2021-10-01 15:21:39.084065
Average
Yes
Monthly
Condo
476
1,163,610
18
Female
30,356
Married
null
PhD
Employed
27.952254
Suburban
Comprehensive
1
3
617
4
2022-02-02 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,708
1,163,611
35
Female
29,693
Married
0
Bachelor's
Self-Employed
5.984585
Suburban
Basic
null
4
557
4
2021-06-29 15:21:39.208842
Poor
Yes
Weekly
Apartment
781
1,163,612
24
Male
18,391
Married
3
High School
Unemployed
44.606611
Rural
Premium
null
15
null
6
2020-01-27 15:21:39.088124
Good
Yes
Monthly
Apartment
1,410
1,163,613
59
Male
16,062
Divorced
3
PhD
Unemployed
37.983464
Urban
Premium
null
8
549
5
2021-08-18 15:21:39.082499
Average
No
Rarely
Apartment
1,223
1,163,614
38
Male
35,568
Divorced
0
Bachelor's
Unemployed
44.734752
Urban
Basic
null
9
750
1
2023-02-19 15:21:39.092127
Average
No
Monthly
Apartment
789
1,163,615
23
Female
62,944
Divorced
3
Master's
Employed
15.136411
Urban
Basic
2
18
765
1
2023-06-01 15:21:39.155231
Good
Yes
Rarely
House
1,873
1,163,616
25
Male
15,556
Married
null
High School
null
16.94516
Suburban
Comprehensive
2
9
771
1
2023-05-19 15:21:39.248098
Average
No
Rarely
Apartment
722
1,163,617
34
Female
23,708
Single
3
Bachelor's
Self-Employed
null
Suburban
Premium
1
14
null
6
2023-12-29 15:21:39.226954
Poor
No
Monthly
Condo
4,268
1,163,618
30
Female
131,563
Married
3
High School
Employed
9.646314
Urban
Comprehensive
0
14
438
4
2019-09-13 15:21:39.272456
null
Yes
Monthly
House
2,066
1,163,619
53
Male
15,556
Single
1
Bachelor's
Self-Employed
24.592302
Suburban
Comprehensive
1
1
841
2
2022-06-10 15:21:39.276901
Good
Yes
Daily
House
1,038
1,163,620
20
Female
2,167
Married
3
High School
Unemployed
15.393573
Urban
Premium
1
11
null
8
2020-11-06 15:21:39.134960
null
Yes
Monthly
Apartment
1,382
1,163,621
39
Male
10,677
Married
4
Bachelor's
Unemployed
null
Urban
Comprehensive
1
15
null
1
2021-02-08 15:21:39.109552
Poor
Yes
Monthly
Condo
519
1,163,622
29
Female
34,248
Single
3
PhD
Employed
null
Rural
Comprehensive
1
7
599
2
2024-03-02 15:21:39.079128
Good
Yes
Daily
Condo
668
1,163,623
41
Female
10,898
Single
3
Bachelor's
Unemployed
12.788914
Rural
Comprehensive
null
14
810
6
2021-02-07 15:21:39.208842
Poor
No
Monthly
House
39
1,163,624
26
Male
25,211
Married
2
PhD
null
29.690862
Suburban
Comprehensive
1
10
683
1
2019-10-16 15:21:39.122134
Average
Yes
Daily
House
1,205
1,163,625
36
Male
1,318
Married
1
Master's
null
12.664365
Urban
Premium
0
11
446
1
2021-12-01 15:21:39.085129
Average
No
Rarely
House
570
1,163,626
58
Female
28,070
Divorced
2
High School
Self-Employed
37.564857
Urban
Basic
0
4
483
3
2019-11-01 15:21:39.289099
Poor
Yes
Weekly
Condo
2,183
1,163,627
38
Male
4,326
Divorced
3
Master's
Employed
34.811538
Rural
Premium
2
0
null
2
2020-05-07 15:21:39.095696
Poor
Yes
Daily
House
3,330
1,163,628
37
Female
2,824
Married
0
Master's
Self-Employed
4.907389
Suburban
Comprehensive
0
16
642
2
2020-04-26 15:21:39.204790
Average
Yes
Monthly
House
2,353
1,163,629
54
Male
2,879
Married
4
PhD
Self-Employed
22.858974
Rural
Basic
null
15
787
5
2020-05-27 15:21:39.254678
Poor
Yes
Weekly
Condo
384
1,163,630
44
Male
51,652
Divorced
0
PhD
Employed
33.90813
Urban
Premium
2
15
397
1
2022-07-18 15:21:39.202448
Poor
No
Weekly
House
2,334
1,163,631
57
Male
619
Single
2
Master's
Employed
null
Rural
Premium
0
10
662
2
2020-12-08 15:21:39.236064
Good
No
Monthly
House
1,401
1,163,632
47
Male
4,821
Married
1
Master's
null
50.174771
Suburban
Comprehensive
0
13
706
2
2019-10-27 15:21:39.091080
Good
No
Monthly
Condo
474
1,163,633
46
Male
35,147
Single
4
High School
null
8.169027
Rural
Premium
2
18
631
3
2023-10-10 15:21:39.282785
Average
Yes
Monthly
House
1,725
1,163,634
47
Male
8,069
Married
2
High School
null
30.241365
Urban
Comprehensive
1
1
653
3
2021-10-16 15:21:39.231531
Poor
No
Monthly
Apartment
2,367
1,163,635
32
Female
2,459
Married
1
PhD
Employed
20.754718
Rural
Comprehensive
1
14
703
4
2020-06-25 15:21:39.147735
Poor
No
Weekly
House
1,845
1,163,636
45
Male
61,723
Single
null
Master's
Employed
13.59155
Rural
Comprehensive
2
9
303
8
2022-10-09 15:21:39.102694
Good
No
Weekly
Apartment
2,369
1,163,637
48
Female
22,458
null
1
Master's
Unemployed
15.808067
Suburban
Comprehensive
2
15
493
8
2022-08-12 15:21:39.247098
Good
Yes
Weekly
Apartment
223
1,163,638
60
Female
2,899
Married
1
Master's
Self-Employed
39.276446
Suburban
Comprehensive
1
15
474
9
2023-12-12 15:21:39.134960
Good
No
Monthly
House
662
1,163,639
54
Female
27,563
Single
1
Master's
null
11.958989
Urban
Comprehensive
null
8
328
2
2024-07-10 15:21:39.149731
Good
Yes
Rarely
House
1,282
1,163,640
24
Male
11,539
Married
3
High School
Employed
17.078687
Urban
Comprehensive
null
8
774
7
2020-04-21 15:21:39.199447
Poor
Yes
Weekly
Condo
1,422
1,163,641
35
Male
16,696
Single
2
PhD
Employed
25.417418
Urban
Basic
0
6
791
9
2019-11-19 15:21:39.164044
Average
No
Daily
Apartment
394
1,163,642
52
Female
135,413
Married
null
Bachelor's
Employed
15.613655
Rural
Comprehensive
2
1
null
3
2020-04-16 15:21:39.134960
Poor
No
Weekly
House
376
1,163,643
34
Female
4,358
Divorced
1
High School
Employed
22.929291
Suburban
Premium
2
7
497
6
2020-05-03 15:21:39.090124
Average
Yes
Rarely
Apartment
2,923
1,163,644
41
Male
44,715
Single
0
PhD
null
48.869579
Rural
Comprehensive
null
4
712
9
2021-09-26 15:21:39.200452
Good
No
Rarely
Apartment
1,280
1,163,645
19
Female
2,800
Single
2
Master's
Employed
15.9553
Urban
Premium
null
18
null
6
2020-11-28 15:21:39.251142
Average
Yes
Monthly
Apartment
130
1,163,646
37
Female
14,093
Married
4
High School
null
32.994778
Urban
Comprehensive
null
7
null
5
2020-03-07 15:21:39.132191
Poor
No
Weekly
Apartment
749
1,163,647
20
Male
15,881
Divorced
2
Bachelor's
Employed
40.652957
Urban
Comprehensive
null
8
725
7
2021-10-31 15:21:39.279729
Good
Yes
Weekly
House
632
1,163,648
49
Female
27,365
Divorced
3
PhD
Self-Employed
9.637208
Urban
Premium
1
13
null
7
2021-09-16 15:21:39.289099
Poor
No
Monthly
Condo
476
1,163,649
26
Male
8,078
Single
4
Master's
Unemployed
13.381529
Urban
Comprehensive
null
10
712
7
2024-05-16 15:21:39.096739
Poor
No
Rarely
House
438
1,163,650
36
Male
18,561
Married
0
Bachelor's
Unemployed
46.271599
Suburban
Basic
null
15
785
6
2023-08-01 15:21:39.084065
Poor
No
Weekly
Condo
705
1,163,651
42
Male
17,098
Single
2
PhD
Employed
39.294566
Urban
Basic
1
15
671
8
2022-03-14 15:21:39.237118
Average
Yes
Monthly
Condo
466
1,163,652
42
Male
null
Married
0
PhD
null
16.339445
Urban
Comprehensive
3
3
351
3
2020-02-29 15:21:39.219432
Good
Yes
Rarely
Condo
635
1,163,653
28
Male
93,812
Married
4
Bachelor's
Unemployed
17.479028
Rural
Premium
3
16
639
9
2020-01-16 15:21:39.256696
Poor
Yes
Daily
Apartment
141
1,163,654
25
Male
4,429
Married
0
Master's
Employed
52.693542
Suburban
Comprehensive
null
12
481
8
2024-08-06 15:21:39.172097
Poor
Yes
Weekly
House
1,506
1,163,655
55
Male
91,514
Divorced
2
Master's
null
null
Suburban
Premium
0
10
749
7
2023-06-09 15:21:39.279729
null
Yes
Weekly
House
1,290
1,163,656
60
Male
62,311
null
1
Master's
null
16.885799
Urban
Comprehensive
null
3
null
2
2023-06-20 15:21:39.134960
Good
No
Daily
House
2,371
1,163,657
57
Female
34,211
Single
1
Master's
null
4.867805
Urban
Premium
0
14
539
4
2019-11-11 15:21:39.109552
Poor
Yes
Weekly
Condo
212
1,163,658
53
Male
10,592
Single
4
Bachelor's
Employed
41.068568
Suburban
Comprehensive
1
18
445
2
2019-09-24 15:21:39.229482
Average
No
Daily
Apartment
2,466
1,163,659
54
Male
44,969
Divorced
1
PhD
null
44.427039
Suburban
Basic
0
6
null
7
2021-04-29 15:21:39.172097
Good
No
Weekly
House
23
1,163,660
53
Female
13,991
Single
1
Master's
Self-Employed
12.818142
Urban
Comprehensive
null
14
781
5
2021-01-22 15:21:39.120168
null
Yes
Rarely
Apartment
818
1,163,661
38
Male
5,072
Single
2
Bachelor's
Unemployed
44.051514
Rural
Comprehensive
2
7
677
5
2020-09-13 15:21:39.128286
Good
No
Weekly
Apartment
2,165
1,163,662
35
Male
38,325
Married
0
High School
Employed
22.827552
Urban
Comprehensive
0
11
613
3
2022-06-04 15:21:39.091080
Poor
Yes
Daily
House
881
1,163,663
51
Male
null
Divorced
3
Bachelor's
Employed
13.766318
Urban
Comprehensive
null
0
306
2
2020-02-29 15:21:39.237118
Poor
No
Daily
Condo
493
1,163,664
29
Female
23,981
Married
0
PhD
Unemployed
25.837855
Suburban
Comprehensive
null
13
518
8
2021-03-20 15:21:39.155231
Poor
No
Daily
Apartment
637
1,163,665
45
Male
80,554
Single
4
PhD
Employed
28.573437
Urban
Comprehensive
1
1
344
2
2024-06-16 15:21:39.095696
Poor
No
Monthly
Condo
703
1,163,666
60
Female
41,953
Single
4
Bachelor's
null
30.540898
Rural
Comprehensive
0
14
673
1
2023-01-16 15:21:39.179186
Average
Yes
Rarely
Apartment
417
1,163,667
41
Female
43,944
Divorced
4
Bachelor's
Employed
9.493079
Rural
Basic
null
0
null
8
2024-06-19 15:21:39.134960
Good
Yes
Weekly
Apartment
2,791
1,163,668
48
Male
30,663
Divorced
0
Master's
null
13.54478
Suburban
Comprehensive
2
6
642
6
2023-07-24 15:21:39.110557
Good
Yes
Daily
Condo
50
1,163,669
63
Male
40,252
Married
2
High School
Employed
23.935997
Rural
Premium
2
8
767
8
2020-10-18 15:21:39.155231
Average
Yes
Rarely
Apartment
794
1,163,670
19
Female
113,819
Divorced
2
Master's
Unemployed
14.167791
Suburban
Basic
null
4
709
3
2021-04-24 15:21:39.283783
Poor
No
Weekly
Condo
369
1,163,671
19
Male
69,353
Married
0
PhD
null
25.423629
Rural
Premium
2
12
518
1
2022-02-28 15:21:39.091080
null
No
Rarely
Apartment
536
1,163,672
61
Male
33,466
Married
4
PhD
Unemployed
23.959798
Rural
Comprehensive
1
1
565
2
2020-09-12 15:21:39.201446
Good
Yes
Monthly
Condo
279
1,163,673
49
Female
29,585
Married
3
High School
Unemployed
39.583686
Rural
Comprehensive
null
7
676
7
2022-02-15 15:21:39.175719
Poor
No
Daily
Condo
1,706
1,163,674
20
Female
40,454
Married
3
Master's
Employed
32.938354
Suburban
Comprehensive
null
1
635
5
2020-10-23 15:21:39.087123
Average
Yes
Monthly
Condo
1,034
1,163,675
34
Male
3,488
Married
0
PhD
Self-Employed
15.520183
Rural
Premium
2
11
null
4
2020-03-16 15:21:39.198406
Poor
No
Monthly
House
163
1,163,676
50
Male
17,104
Single
4
PhD
Self-Employed
3.52233
Urban
Comprehensive
null
18
551
5
2023-07-27 15:21:39.192212
Average
No
Daily
House
906
1,163,677
57
Male
17,086
Single
4
Master's
Unemployed
43.042828
Urban
Comprehensive
0
5
472
8
2022-04-02 15:21:39.155231
Average
No
Weekly
Condo
1,373
1,163,678
55
Female
17,054
Divorced
4
Bachelor's
Employed
null
Suburban
Premium
null
18
523
4
2022-09-07 15:21:39.134960
Good
Yes
Daily
Condo
1,419
1,163,679
57
Male
12,962
Married
null
PhD
null
30.391901
Suburban
Basic
1
10
652
5
2024-05-21 15:21:39.252145
Good
No
Daily
Apartment
1,821
1,163,680
21
Male
901
Divorced
0
High School
Self-Employed
null
Urban
Comprehensive
0
2
526
3
2020-08-31 15:21:39.094752
Poor
Yes
Daily
Condo
585
1,163,681
null
Male
6,991
Divorced
2
High School
Employed
6.892186
Suburban
Comprehensive
null
2
641
5
2023-11-07 15:21:39.144722
Average
Yes
Daily
House
2,459
1,163,682
60
Female
17,900
Married
1
PhD
null
26.535681
Rural
Comprehensive
1
13
678
5
2020-12-24 15:21:39.252145
Average
No
Weekly
Apartment
664
1,163,683
35
Male
null
Married
null
Bachelor's
Self-Employed
23.726257
Urban
Comprehensive
2
17
541
7
2021-11-27 15:21:39.194829
Good
Yes
Daily
Condo
32
1,163,684
26
Male
53,520
Divorced
2
Bachelor's
Unemployed
18.493205
Urban
Basic
null
3
322
7
2021-03-07 15:21:39.237118
Average
No
Weekly
Condo
565
1,163,685
25
Male
34,389
Single
1
Master's
Employed
11.403714
Urban
Comprehensive
1
6
778
4
2024-03-05 15:21:39.155231
Average
Yes
Daily
House
778
1,163,686
20
Female
110,876
null
4
PhD
Employed
29.68889
Suburban
Premium
null
1
510
4
2021-11-08 15:21:39.223390
null
No
Weekly
Condo
1,405
1,163,687
20
Male
25,440
Married
3
Bachelor's
null
31.047915
Rural
Basic
null
0
536
3
2019-09-04 15:21:39.081504
Good
Yes
Daily
Condo
1,405
1,163,688
41
Male
24,266
Single
1
Master's
Self-Employed
14.06749
Urban
Basic
null
0
452
8
2022-04-18 15:21:39.224915
Poor
Yes
Monthly
Condo
671
1,163,689
38
Male
82,932
Divorced
2
PhD
null
21.815733
Rural
Comprehensive
null
8
732
7
2020-06-03 15:21:39.151732
Poor
Yes
Daily
Apartment
307
1,163,690
21
Male
55,207
Single
4
Master's
Employed
5.146435
Urban
Basic
1
1
480
7
2023-10-09 15:21:39.189223
Average
Yes
Daily
Apartment
361
1,163,691
21
Male
15,704
Married
1
Master's
Employed
23.745821
Rural
Basic
null
19
789
7
2023-09-25 15:21:39.134960
Good
No
Weekly
House
680
1,163,692
null
Female
9,644
Married
0
Bachelor's
null
28.681612
Suburban
Basic
null
4
575
7
2023-10-18 15:21:39.097737
Average
No
Monthly
Condo
205
1,163,693
null
Female
45,691
Married
3
Master's
Self-Employed
13.818676
Urban
Premium
0
8
629
2
2020-01-23 15:21:39.122134
Average
Yes
Weekly
House
291
1,163,694
63
Male
1,029
Divorced
null
High School
Employed
41.641449
Suburban
Comprehensive
0
1
322
8
2023-03-18 15:21:39.130190
Average
No
Daily
Apartment
1,078
1,163,695
58
Male
75,788
null
4
Bachelor's
Self-Employed
43.668812
Urban
Basic
3
11
543
2
2021-01-12 15:21:39.286113
Poor
No
Daily
Apartment
1,260
1,163,696
21
Male
39,148
Divorced
null
Master's
null
null
Rural
Comprehensive
1
18
552
1
2021-03-18 15:21:39.147735
Poor
No
Weekly
House
817
1,163,697
54
Female
39,092
Single
1
PhD
Self-Employed
22.3531
Rural
Premium
0
0
843
9
2023-04-15 15:21:39.285112
Poor
Yes
Weekly
Apartment
526
1,163,698
43
Female
null
Single
1
Bachelor's
Unemployed
null
Urban
Premium
null
14
598
8
2024-05-15 15:21:39.285112
null
Yes
Weekly
Condo
789
1,163,699
46
Male
5,459
Divorced
3
PhD
Self-Employed
27.879605
Suburban
Comprehensive
1
7
560
8
2020-07-13 15:21:39.100695
Average
Yes
Monthly
Condo
460