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
53,800
30
Male
2,586
Divorced
1
Bachelor's
null
12.143695
Suburban
Basic
null
14
301
6
2021-11-07 15:21:39.202448
Poor
No
Rarely
House
632
53,801
19
Female
8,071
Single
1
Bachelor's
Employed
51.817094
Suburban
Premium
3
15
674
4
2023-04-28 15:21:39.155231
Average
Yes
Monthly
Apartment
1,003
53,802
32
Female
100,441
Single
2
Bachelor's
Unemployed
35.923422
Urban
Comprehensive
null
8
393
1
2020-09-13 15:21:39.097737
Good
Yes
Rarely
Apartment
788
53,803
56
Female
3,615
Married
4
Master's
null
14.476824
Urban
Premium
1
19
383
1
2023-11-19 15:21:39.287115
Good
Yes
Monthly
Condo
493
53,804
59
Female
8,054
Single
0
Master's
Self-Employed
29.615633
Suburban
Premium
null
16
742
2
2020-09-08 15:21:39.092127
Average
No
Daily
Apartment
1,336
53,805
24
Male
103,681
Divorced
2
Bachelor's
Employed
19.625969
Suburban
Basic
1
19
434
3
2023-12-11 15:21:39.134960
Average
Yes
Daily
House
944
53,806
24
Male
4,536
Single
0
Master's
null
12.001539
Suburban
Comprehensive
null
0
450
7
2022-07-07 15:21:39.187211
Poor
No
Rarely
Condo
784
53,807
41
Female
139,883
Married
1
High School
Employed
27.973757
Suburban
Comprehensive
1
4
355
8
2021-12-22 15:21:39.289099
Average
Yes
Daily
House
1,597
53,808
54
Female
101,914
Single
0
PhD
null
30.250114
Suburban
Comprehensive
0
8
418
5
2022-11-21 15:21:39.147735
Average
No
Rarely
House
611
53,809
55
Male
18,759
Divorced
2
High School
Unemployed
30.759612
Urban
Premium
0
2
370
7
2020-03-22 15:21:39.199447
Poor
No
Weekly
Apartment
817
53,810
35
Female
2,863
Married
0
Master's
null
30.090173
Urban
Basic
1
0
428
6
2020-02-23 15:21:39.192212
Poor
No
Rarely
Condo
1,033
53,811
46
Female
43,037
Married
0
Master's
Self-Employed
34.752433
Suburban
Premium
null
4
503
2
2022-10-26 15:21:39.206847
Average
Yes
Rarely
House
649
53,812
37
Male
40,378
Single
2
PhD
Self-Employed
6.605476
Suburban
Comprehensive
1
0
null
2
2020-12-07 15:21:39.225916
Poor
Yes
Weekly
Condo
1,446
53,813
26
Male
43,944
Divorced
1
PhD
Self-Employed
15.465814
Urban
Comprehensive
null
15
819
3
2021-01-21 15:21:39.261856
Poor
No
Weekly
Condo
1,580
53,814
30
Male
28,321
Single
4
Bachelor's
null
29.2371
Rural
Basic
1
10
513
3
2021-10-29 15:21:39.102694
Average
Yes
Rarely
House
1,614
53,815
25
Male
19,423
Divorced
0
High School
Employed
44.92471
Rural
Premium
1
18
829
5
2020-07-11 15:21:39.155231
Good
No
Rarely
House
447
53,816
64
Female
15,883
Divorced
null
Master's
null
27.188731
Rural
Premium
1
3
653
4
2020-07-16 15:21:39.155231
Good
Yes
Monthly
Apartment
648
53,817
29
Female
44,776
Single
4
High School
null
27.82627
Rural
Premium
null
9
727
7
2020-09-24 15:21:39.155231
null
No
Rarely
Apartment
1,020
53,818
25
Male
75,883
Single
4
Master's
Employed
41.667624
Urban
Basic
3
9
491
1
2019-11-24 15:21:39.081504
Poor
No
Weekly
House
1,106
53,819
43
Female
51,400
Single
1
Bachelor's
Unemployed
27.163981
Rural
Comprehensive
0
10
523
2
2021-07-06 15:21:39.237118
Poor
No
Daily
Apartment
246
53,820
42
Female
18,455
Married
4
PhD
Self-Employed
38.582403
Suburban
Basic
1
10
579
1
2024-05-08 15:21:39.126661
Good
Yes
Weekly
Apartment
1,059
53,821
37
Female
144,504
Single
3
Master's
Self-Employed
24.777833
Suburban
Comprehensive
1
17
383
7
2020-04-16 15:21:39.109552
null
Yes
Monthly
Apartment
1,571
53,822
54
Male
45,970
Single
1
Master's
Unemployed
32.812818
Urban
Comprehensive
null
0
null
3
2023-05-07 15:21:39.080440
Good
Yes
Monthly
Apartment
746
53,823
26
Male
901
Single
4
High School
Unemployed
9.454477
Rural
Premium
1
10
313
5
2023-08-26 15:21:39.211806
null
Yes
Weekly
Condo
657
53,824
28
Male
26,446
Divorced
2
Bachelor's
Unemployed
42.150147
Urban
Premium
1
17
null
1
2022-12-15 15:21:39.166062
Poor
Yes
Weekly
Apartment
258
53,825
24
Female
715
Divorced
1
High School
Unemployed
null
Suburban
Basic
1
8
752
5
2022-02-14 15:21:39.155231
Good
Yes
Rarely
Condo
463
53,826
64
Male
null
Married
1
Bachelor's
Unemployed
16.917422
Urban
Premium
null
13
324
6
2023-06-20 15:21:39.207847
null
Yes
Rarely
Apartment
1,507
53,827
58
Male
18,098
Married
2
High School
Unemployed
20.739694
Rural
Comprehensive
0
11
null
9
2022-08-01 15:21:39.134960
Average
Yes
Monthly
Apartment
719
53,828
55
Male
72,341
Divorced
3
PhD
Self-Employed
34.185895
Suburban
Comprehensive
1
2
383
8
2020-01-26 15:21:39.237118
Good
No
Weekly
Condo
695
53,829
61
Male
24,897
Married
0
High School
Employed
null
Rural
Basic
1
8
828
5
2021-09-29 15:21:39.177724
Good
No
Monthly
Condo
1,656
53,830
31
Male
64,225
Married
1
Bachelor's
null
18.722842
Suburban
Premium
0
16
518
5
2022-08-29 15:21:39.180553
null
No
Rarely
Condo
2,474
53,831
37
Male
17,069
Married
2
Bachelor's
Self-Employed
18.005736
Suburban
Premium
1
7
519
7
2020-01-05 15:21:39.237118
Good
Yes
Rarely
Apartment
1,572
53,832
59
Female
2,689
Married
2
Master's
Unemployed
11.928247
Rural
Comprehensive
3
16
null
3
2020-12-18 15:21:39.223390
Average
Yes
Daily
House
1,560
53,833
43
Male
51,877
Married
3
High School
Unemployed
23.926606
Urban
Premium
0
8
398
9
2022-04-24 15:21:39.280784
Good
No
Monthly
House
1,504
53,834
48
Female
5,864
Married
1
High School
Self-Employed
null
Rural
Basic
0
2
648
6
2022-07-11 15:21:39.079128
Good
No
Rarely
House
23
53,835
20
Female
39,726
Married
3
Bachelor's
Unemployed
27.878683
Rural
Comprehensive
null
2
406
3
2022-11-05 15:21:39.144722
Average
Yes
Daily
Apartment
659
53,836
40
Female
909
Single
0
High School
null
14.959583
Rural
Basic
0
11
743
1
2020-06-21 15:21:39.272456
Good
No
Monthly
Condo
130
53,837
42
Male
37,485
Divorced
3
Master's
null
37.2709
Suburban
Premium
1
15
null
2
2024-05-19 15:21:39.155231
Good
Yes
Daily
Apartment
1,519
53,838
18
Male
499
Married
1
Bachelor's
null
47.098254
Rural
Basic
1
10
449
7
2022-11-13 15:21:39.219432
Good
Yes
Monthly
House
493
53,839
null
Female
53,283
Single
4
PhD
Self-Employed
25.716699
Suburban
Basic
1
6
849
9
2021-04-05 15:21:39.134960
Poor
No
Daily
Condo
143
53,840
47
Female
52,601
Single
1
Bachelor's
Self-Employed
11.387865
Rural
Comprehensive
3
16
518
1
2019-09-20 15:21:39.198406
Good
No
Weekly
Apartment
3,135
53,841
34
Male
53,988
Divorced
4
PhD
Unemployed
34.715879
Suburban
Premium
0
8
578
5
2020-05-12 15:21:39.091080
Average
Yes
Daily
Apartment
409
53,842
60
Female
5,037
Married
1
Bachelor's
Unemployed
4.138513
Urban
Premium
null
1
816
3
2019-10-01 15:21:39.190215
Average
Yes
Weekly
House
498
53,843
36
Male
7,735
Married
3
PhD
Employed
10.592719
Suburban
Basic
0
null
534
2
2024-08-08 15:21:39.226954
Average
No
Rarely
Condo
461
53,844
36
Female
14,984
Single
0
Bachelor's
Employed
23.823608
Suburban
Basic
1
1
682
2
2021-12-08 15:21:39.250151
Poor
Yes
Monthly
House
811
53,845
39
Female
56,949
Divorced
2
PhD
Unemployed
4.827115
Urban
Comprehensive
0
12
445
3
2021-04-07 15:21:39.180553
Poor
Yes
Weekly
House
319
53,846
23
Female
26,889
Married
2
PhD
Self-Employed
null
Rural
Comprehensive
1
9
629
9
2023-12-24 15:21:39.134960
Poor
No
Monthly
House
918
53,847
32
Male
16,791
Divorced
4
PhD
null
35.918231
Urban
Comprehensive
4
1
588
4
2024-06-14 15:21:39.194829
Poor
No
Weekly
Apartment
1,725
53,848
50
Male
91,484
Married
1
High School
Unemployed
37.251559
Rural
Comprehensive
0
1
694
2
2020-09-25 15:21:39.168099
Poor
Yes
Weekly
Condo
100
53,849
37
Male
91,067
Divorced
3
PhD
Self-Employed
14.986008
Rural
Comprehensive
1
18
554
4
2022-01-24 15:21:39.279729
Average
Yes
Rarely
Apartment
424
53,850
19
Female
51,396
Single
3
Bachelor's
Employed
4.724556
Suburban
Basic
2
10
418
3
2021-04-15 15:21:39.092127
Average
No
Monthly
Condo
57
53,851
34
Male
37,692
Divorced
3
PhD
Self-Employed
46.671423
Rural
Basic
null
11
786
5
2022-10-28 15:21:39.193945
Good
Yes
Weekly
House
706
53,852
36
Male
23,611
Divorced
4
Master's
Employed
43.692624
Suburban
Basic
1
7
689
3
2023-08-17 15:21:39.236064
Average
No
Monthly
House
3,114
53,853
43
Female
15,123
Divorced
4
Master's
Unemployed
null
Rural
Premium
0
9
736
4
2021-11-19 15:21:39.146733
Good
No
Daily
Condo
536
53,854
48
Female
131,873
Single
3
Bachelor's
Employed
19.924896
Rural
Basic
1
15
368
5
2022-12-11 15:21:39.155231
Poor
No
Daily
Apartment
549
53,855
54
Male
18,300
Single
1
PhD
Unemployed
51.354595
Suburban
Basic
null
15
null
9
2023-09-21 15:21:39.191219
Good
No
Monthly
House
2,379
53,856
64
Male
26,246
Married
3
High School
null
31.935833
Suburban
Premium
0
7
612
5
2022-03-12 15:21:39.189223
Good
Yes
Weekly
Apartment
549
53,857
46
Male
89,844
Divorced
1
Master's
null
10.845986
Urban
Comprehensive
1
12
807
4
2019-12-17 15:21:39.155231
Good
Yes
Weekly
House
2,210
53,858
55
Male
null
Single
4
Bachelor's
Employed
46.8916
Suburban
Basic
2
11
null
6
2024-01-08 15:21:39.223390
Poor
Yes
Rarely
Condo
101
53,859
49
Male
20,088
Married
0
High School
Employed
43.939498
Urban
Premium
0
15
697
5
2023-07-05 15:21:39.186212
Poor
Yes
Weekly
House
564
53,860
63
Male
null
Single
2
PhD
Employed
23.701045
Urban
Basic
1
10
511
5
2020-07-11 15:21:39.261856
Average
Yes
Rarely
Apartment
173
53,861
30
Female
95,403
Single
3
High School
Employed
41.979111
Rural
Comprehensive
0
6
525
9
2022-06-18 15:21:39.155231
Good
Yes
Daily
Condo
280
53,862
58
Female
43,863
Married
0
Bachelor's
null
34.742175
Urban
Comprehensive
0
13
595
8
2021-03-07 15:21:39.155231
Good
No
Monthly
House
761
53,863
57
Female
117,311
Married
null
Bachelor's
Employed
24.081338
Suburban
Basic
null
8
462
7
2020-07-15 15:21:39.177724
null
No
Rarely
Apartment
854
53,864
34
Male
43,493
Divorced
3
Bachelor's
Employed
22.251883
Urban
Premium
0
0
null
2
2023-04-30 15:21:39.093681
Average
Yes
Monthly
Condo
734
53,865
34
Female
55,923
Divorced
0
Master's
Self-Employed
22.26224
Urban
Comprehensive
1
14
447
8
2021-09-23 15:21:39.256696
Good
No
Monthly
Condo
1,752
53,866
49
Female
143,701
Married
3
Bachelor's
Unemployed
16.819629
Suburban
Comprehensive
null
14
440
5
2022-12-31 15:21:39.192212
Poor
Yes
Weekly
Apartment
345
53,867
57
Female
29,317
Married
3
PhD
Unemployed
23.245905
Suburban
Premium
null
19
765
8
2020-07-12 15:21:39.155231
Good
No
Monthly
Condo
1,548
53,868
33
Male
73,080
Married
2
PhD
null
18.505723
Suburban
Comprehensive
1
15
628
8
2020-05-16 15:21:39.102694
Good
No
Monthly
Apartment
387
53,869
20
Male
35,203
Married
4
Bachelor's
Employed
3.803653
Suburban
Premium
1
18
736
5
2022-03-11 15:21:39.182597
Poor
No
Weekly
Apartment
708
53,870
25
Female
7,085
Single
4
High School
null
21.966185
Urban
Premium
2
17
425
8
2021-06-27 15:21:39.155231
Poor
Yes
Daily
House
452
53,871
49
Female
34,114
Divorced
2
Master's
Self-Employed
9.941143
Urban
Comprehensive
1
12
574
8
2021-11-21 15:21:39.171102
Average
No
Rarely
Condo
115
53,872
46
Female
913
Married
2
High School
Employed
null
Urban
Comprehensive
1
8
796
5
2023-12-06 15:21:39.134960
Poor
No
Daily
Apartment
1,067
53,873
56
Female
71,576
Single
2
Bachelor's
null
28.945192
Suburban
Premium
0
0
355
4
2020-01-04 15:21:39.134960
Poor
Yes
Rarely
House
651
53,874
44
Male
7,042
Single
3
Master's
Self-Employed
32.898642
Rural
Comprehensive
2
5
728
1
2019-10-23 15:21:39.205850
Average
No
Rarely
Apartment
709
53,875
55
Female
19,083
Married
2
Bachelor's
Unemployed
29.788458
Urban
Comprehensive
1
9
680
7
2021-10-09 15:21:39.122134
Poor
Yes
Weekly
Apartment
282
53,876
32
Female
null
Married
2
Master's
null
31.871124
Urban
Basic
null
6
555
7
2019-09-08 15:21:39.171102
null
Yes
Weekly
Condo
205
53,877
40
Female
44,250
Single
2
Master's
Self-Employed
41.0888
Suburban
Basic
1
12
null
6
2024-02-25 15:21:39.248098
Good
Yes
Weekly
Condo
60
53,878
34
Male
23,755
Divorced
1
PhD
Self-Employed
20.754482
Urban
Basic
null
11
683
8
2022-10-01 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,339
53,879
55
Male
28,293
Married
3
Master's
Unemployed
16.175948
Urban
Premium
null
12
581
9
2024-07-19 15:21:39.096739
Average
Yes
Rarely
House
2,329
53,880
45
Male
18,063
Single
1
High School
Unemployed
14.581508
Urban
Comprehensive
1
15
433
2
2020-03-20 15:21:39.229482
Good
No
Daily
House
233
53,881
49
Female
30,861
Divorced
1
Bachelor's
Self-Employed
17.564184
Rural
Basic
1
11
692
7
2020-01-15 15:21:39.217387
Good
No
Weekly
Apartment
1,090
53,882
21
Female
29,096
Divorced
2
High School
Unemployed
42.542125
Suburban
Comprehensive
1
6
759
1
2022-09-13 15:21:39.085129
Good
Yes
Weekly
Apartment
1,068
53,883
46
Female
15,870
Married
4
Bachelor's
null
9.979613
Suburban
Basic
1
16
327
2
2023-03-04 15:21:39.119168
Good
Yes
Daily
Apartment
1,201
53,884
52
Female
17,072
Married
1
PhD
Unemployed
31.928709
Suburban
Premium
0
15
790
2
2022-07-19 15:21:39.276901
Good
Yes
Daily
Condo
2,855
53,885
44
Female
10,068
Divorced
null
PhD
null
11.926473
Suburban
Comprehensive
2
6
790
1
2024-05-20 15:21:39.237118
Poor
Yes
Weekly
House
861
53,886
25
Male
10,042
Single
0
Master's
null
34.068009
Urban
Premium
1
1
571
9
2020-12-23 15:21:39.231531
Poor
No
Rarely
House
557
53,887
34
Male
5,224
Divorced
3
High School
Employed
26.015624
Suburban
Premium
0
7
581
3
2022-07-31 15:21:39.155231
Average
Yes
Weekly
Apartment
1,904
53,888
30
Male
18,116
Divorced
1
PhD
Employed
47.260154
Suburban
Basic
1
13
null
4
2024-06-25 15:21:39.091080
Poor
Yes
Weekly
Apartment
1,204
53,889
41
Female
63,533
Single
4
Bachelor's
Employed
31.351101
Rural
Basic
2
12
null
8
2023-01-06 15:21:39.192212
Poor
Yes
Rarely
Apartment
1,885
53,890
23
Female
63,960
Single
0
High School
Employed
35.674457
Suburban
Basic
1
3
408
9
2020-04-28 15:21:39.215386
null
No
Daily
Apartment
782
53,891
41
Female
48,761
Married
2
PhD
Unemployed
22.451793
Urban
Basic
1
4
818
2
2020-03-04 15:21:39.175719
Average
Yes
Rarely
Condo
100
53,892
62
Female
2,480
Married
3
Master's
Self-Employed
42.818896
Urban
Basic
3
16
542
3
2024-08-05 15:21:39.256696
Average
No
Daily
Apartment
1,031
53,893
44
Male
43,850
Single
2
Master's
Unemployed
10.160791
Suburban
Comprehensive
1
12
791
7
2023-02-15 15:21:39.092127
Average
Yes
Monthly
Apartment
1,375
53,894
42
Female
1,064
Single
3
Master's
Employed
36.82339
Suburban
Comprehensive
4
2
692
3
2019-09-01 15:21:39.237118
Average
Yes
Rarely
House
881
53,895
57
Female
17,119
Married
null
Bachelor's
Self-Employed
40.260032
Rural
Premium
2
6
415
7
2022-04-08 15:21:39.087123
Good
No
Monthly
House
1,837
53,896
30
Male
null
null
3
Master's
Unemployed
null
Rural
Basic
0
0
479
8
2020-03-14 15:21:39.208842
Average
No
Rarely
Condo
1,116
53,897
19
Male
29,377
Married
3
PhD
Self-Employed
41.927085
Suburban
Premium
null
12
749
3
2021-07-02 15:21:39.086123
Average
Yes
Daily
Apartment
705
53,898
32
Female
5,348
Married
2
Bachelor's
null
29.962787
Rural
Basic
3
4
509
4
2021-11-18 15:21:39.125660
Poor
No
Weekly
House
604
53,899
19
Female
16,962
Divorced
null
PhD
null
6.847795
Rural
Comprehensive
1
16
678
5
2022-09-09 15:21:39.149731
Good
Yes
Weekly
Condo
707