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
54,500
45
Male
1,234
Single
2
High School
Unemployed
21.935003
Suburban
Premium
2
16
327
8
2022-01-08 15:21:39.134960
Poor
No
Weekly
Condo
1,053
54,501
32
Male
null
Married
0
PhD
Employed
26.771248
Rural
Comprehensive
2
6
687
7
2020-01-12 15:21:39.202448
Average
No
Weekly
House
3,446
54,502
26
Male
7,910
Married
0
PhD
Self-Employed
5.641906
Urban
Basic
1
16
831
6
2019-11-07 15:21:39.261856
Average
No
Rarely
Apartment
1,736
54,503
60
Male
62,293
Divorced
4
PhD
null
14.04977
Rural
Premium
null
3
427
7
2023-08-29 15:21:39.097737
Good
No
Daily
Condo
622
54,504
35
Female
null
null
0
Master's
Unemployed
25.849079
Suburban
Premium
2
8
473
3
2021-07-17 15:21:39.177724
Good
No
Monthly
Apartment
942
54,505
34
Male
87,857
Married
2
High School
Unemployed
17.725861
Suburban
Basic
0
4
663
5
2023-09-01 15:21:39.193945
null
No
Rarely
House
3,473
54,506
45
Female
28,963
Divorced
0
Bachelor's
null
24.3898
Suburban
Comprehensive
null
2
803
6
2024-04-08 15:21:39.187211
Poor
No
Rarely
House
923
54,507
44
Female
626
Divorced
1
Bachelor's
Employed
21.687786
Suburban
Premium
1
19
430
8
2020-02-16 15:21:39.208842
Good
No
Rarely
Apartment
3,469
54,508
23
Female
25,602
Divorced
1
Master's
Employed
28.086997
Suburban
Comprehensive
3
0
713
3
2022-12-25 15:21:39.226954
Poor
No
Monthly
House
1,408
54,509
31
Female
110,140
Married
3
PhD
Employed
17.263048
Rural
Comprehensive
2
16
393
4
2020-04-16 15:21:39.134960
Good
No
Weekly
House
3,469
54,510
62
Male
75,532
Single
1
Bachelor's
null
40.078374
Rural
Premium
1
7
590
4
2021-10-09 15:21:39.133866
Average
Yes
Daily
Condo
50
54,511
30
Male
15,113
Married
2
Bachelor's
Self-Employed
21.936591
Urban
Basic
null
18
617
6
2021-03-21 15:21:39.174719
Average
No
Monthly
House
1,683
54,512
20
Male
92,715
Divorced
4
Bachelor's
null
14.472709
Suburban
Basic
null
4
725
6
2019-12-03 15:21:39.237118
Average
No
Monthly
Condo
2,711
54,513
44
Female
65,965
Married
3
PhD
Self-Employed
7.849487
Rural
Premium
1
0
665
5
2020-10-26 15:21:39.143708
null
Yes
Daily
Condo
1,874
54,514
48
Male
3,925
Married
4
PhD
Employed
21.819061
Suburban
Basic
1
15
694
1
2024-06-28 15:21:39.145732
Average
No
Weekly
House
301
54,515
30
Male
57,967
Divorced
1
PhD
Self-Employed
22.389613
Suburban
Basic
null
5
447
3
2019-10-11 15:21:39.122134
Average
Yes
Rarely
House
1,127
54,516
44
Male
24,000
Divorced
1
PhD
Self-Employed
46.070034
Rural
Basic
0
16
836
1
2020-06-07 15:21:39.207847
Good
No
Daily
Condo
2,720
54,517
37
Female
13,929
Married
3
PhD
null
15.477771
Urban
Comprehensive
null
18
812
7
2022-07-15 15:21:39.198406
Average
No
Weekly
House
742
54,518
24
Male
6,918
Married
4
PhD
Employed
38.77488
Urban
Comprehensive
0
8
587
4
2023-05-26 15:21:39.108562
Average
Yes
Weekly
Apartment
514
54,519
18
Male
16,963
Single
4
PhD
Self-Employed
15.171936
Suburban
Comprehensive
null
16
564
7
2021-06-01 15:21:39.192212
Average
No
Weekly
House
692
54,520
48
Female
28,959
Married
4
Bachelor's
null
11.908374
Suburban
Comprehensive
null
10
790
9
2022-04-11 15:21:39.155231
Good
Yes
Weekly
Condo
1,256
54,521
64
Female
2,748
Single
2
Bachelor's
null
16.54982
Urban
Premium
null
12
517
2
2019-10-17 15:21:39.134960
Average
Yes
Monthly
Condo
2,095
54,522
39
Male
17,983
Married
1
High School
null
null
Urban
Comprehensive
2
19
818
9
2023-05-22 15:21:39.146733
Good
Yes
Weekly
Condo
2,848
54,523
25
Female
7,693
Married
3
Master's
Self-Employed
6.594599
Urban
Comprehensive
0
18
722
4
2024-07-15 15:21:39.261856
Average
No
Weekly
Apartment
1,896
54,524
25
Female
6,092
Divorced
3
Bachelor's
Unemployed
12.843173
Urban
Comprehensive
null
9
544
7
2022-07-15 15:21:39.155231
Poor
Yes
Weekly
Apartment
943
54,525
58
Female
5,958
Single
3
Master's
Employed
18.4906
Urban
Comprehensive
1
3
713
6
2021-03-23 15:21:39.134960
Good
Yes
Daily
House
2,074
54,526
32
Male
null
Single
null
Master's
null
41.95736
Rural
Premium
3
7
843
5
2023-07-11 15:21:39.228521
null
No
Daily
House
2,610
54,527
33
Male
28,280
Married
1
PhD
Self-Employed
16.918873
Rural
Premium
null
5
595
8
2021-08-12 15:21:39.253660
Good
Yes
Weekly
House
1,519
54,528
51
Female
26,961
Married
null
PhD
Self-Employed
26.987974
Urban
Premium
1
11
595
6
2022-10-11 15:21:39.222387
Poor
No
Daily
Apartment
719
54,529
39
Male
67,495
Single
2
Master's
Unemployed
9.448324
Suburban
Premium
0
16
439
3
2019-12-13 15:21:39.229482
Average
No
Rarely
House
441
54,530
45
Female
45,804
Divorced
2
PhD
Employed
21.966394
Rural
Premium
1
9
455
2
2023-05-13 15:21:39.133866
Poor
Yes
Daily
Apartment
243
54,531
19
Male
77,849
Single
2
Bachelor's
Unemployed
19.486427
Urban
Premium
2
6
440
4
2023-11-19 15:21:39.118178
Poor
No
Rarely
Apartment
615
54,532
25
Male
27,230
Divorced
0
High School
null
34.039817
Suburban
Premium
1
1
815
3
2020-10-14 15:21:39.169102
Good
No
Rarely
House
1,685
54,533
36
Male
15,189
Single
2
Master's
Employed
22.769223
Suburban
Comprehensive
null
19
null
2
2023-06-30 15:21:39.082499
Poor
Yes
Rarely
House
789
54,534
24
Female
91,077
Married
0
Bachelor's
null
11.934892
Urban
Premium
2
13
682
3
2022-02-12 15:21:39.094752
null
No
Monthly
House
589
54,535
31
Female
17,969
Single
0
Bachelor's
Self-Employed
41.096022
Rural
Basic
2
9
648
7
2023-02-19 15:21:39.224915
Poor
No
Daily
Apartment
724
54,536
27
Female
35,008
Married
2
PhD
Self-Employed
21.585426
Suburban
Premium
null
12
660
5
2021-10-12 15:21:39.130190
Average
No
Weekly
Apartment
628
54,537
60
Male
28,665
Married
3
PhD
Employed
8.478314
Rural
Comprehensive
0
17
null
4
2020-04-04 15:21:39.155231
Poor
No
Weekly
House
503
54,538
39
Male
27,920
Married
1
Bachelor's
null
38.070122
Rural
Premium
0
8
728
1
2023-04-13 15:21:39.191219
Average
Yes
Weekly
Apartment
472
54,539
48
Female
3,483
Divorced
0
Master's
null
24.414511
Urban
Comprehensive
1
10
630
6
2019-12-20 15:21:39.237118
Good
No
Monthly
Apartment
442
54,540
61
Male
53,462
Divorced
4
Master's
Employed
51.953354
Urban
Basic
1
12
687
4
2022-03-06 15:21:39.276901
Average
No
Daily
Apartment
2,073
54,541
54
Female
1,240
Divorced
2
Bachelor's
null
22.051845
Urban
Premium
0
10
476
5
2020-08-30 15:21:39.221386
Poor
Yes
Weekly
Condo
1,668
54,542
30
Male
27,950
Single
3
Bachelor's
null
45.08221
Rural
Premium
null
8
831
7
2020-05-14 15:21:39.182597
Average
No
Rarely
Apartment
459
54,543
61
Female
4,623
Divorced
3
Master's
Self-Employed
22.72699
Urban
Comprehensive
0
7
658
5
2019-12-03 15:21:39.134960
Poor
Yes
Rarely
Condo
1,824
54,544
42
Female
1,523
Single
3
Bachelor's
Self-Employed
3.080177
Suburban
Comprehensive
2
13
718
2
2021-08-14 15:21:39.237118
Average
No
Monthly
House
1,355
54,545
42
Male
46,125
Divorced
3
High School
Self-Employed
33.561677
Urban
Basic
null
7
622
1
2023-06-10 15:21:39.261856
Average
Yes
Rarely
Apartment
2,782
54,546
22
Female
29,082
Married
4
Master's
null
39.643671
Suburban
Premium
null
1
null
6
2022-06-03 15:21:39.134960
Average
Yes
Rarely
Apartment
1,213
54,547
25
Male
101,905
Married
2
Bachelor's
Unemployed
23.845141
Rural
Premium
null
2
513
2
2020-01-14 15:21:39.134960
Poor
No
Daily
House
206
54,548
36
Male
15,774
Single
2
Bachelor's
null
24.868459
Suburban
Basic
null
2
null
4
2021-08-14 15:21:39.134960
Poor
Yes
Weekly
Apartment
939
54,549
32
Male
34,403
Divorced
0
Master's
Employed
18.642347
Urban
Basic
1
8
688
2
2022-04-24 15:21:39.192212
Poor
No
Monthly
Condo
1,590
54,550
57
Male
15,507
Single
4
High School
Unemployed
18.541123
Suburban
Basic
null
5
523
5
2021-12-22 15:21:39.155231
Average
Yes
Monthly
Condo
509
54,551
38
Male
17,963
Divorced
0
PhD
null
42.851356
Urban
Comprehensive
0
6
null
5
2020-04-29 15:21:39.257696
Good
No
Rarely
Apartment
119
54,552
49
Male
124,477
Single
4
PhD
Employed
33.079263
Rural
Premium
1
14
699
9
2020-03-23 15:21:39.134960
Poor
Yes
Rarely
Condo
111
54,553
26
Male
17
Divorced
3
Bachelor's
Self-Employed
9.936849
Urban
Basic
1
7
null
8
2022-05-26 15:21:39.191219
Poor
No
Daily
Condo
2,132
54,554
null
Female
4,429
Divorced
1
PhD
Self-Employed
null
Suburban
Comprehensive
2
13
584
7
2020-05-04 15:21:39.155231
Poor
No
Weekly
House
739
54,555
19
Female
39,803
Divorced
1
Master's
Self-Employed
21.11103
Suburban
Premium
null
10
746
4
2023-02-18 15:21:39.171102
Poor
Yes
Weekly
Condo
516
54,556
54
Male
564
Married
2
PhD
Employed
29.737992
Suburban
Basic
0
8
547
3
2020-12-01 15:21:39.102694
Good
No
Weekly
Condo
434
54,557
57
Male
18,072
Single
1
Bachelor's
Self-Employed
19.635626
Suburban
Comprehensive
1
15
454
5
2021-08-27 15:21:39.094752
Poor
No
Daily
Condo
740
54,558
25
Female
86,860
Married
null
Bachelor's
Self-Employed
42.939509
Rural
Basic
3
7
779
6
2022-05-09 15:21:39.289099
Poor
Yes
Monthly
Apartment
298
54,559
62
Female
18,072
Divorced
0
Bachelor's
Unemployed
26.935005
Urban
Basic
1
12
536
7
2020-02-05 15:21:39.134960
Average
No
Daily
Condo
961
54,560
22
Female
77,831
Divorced
3
Master's
null
26.945502
Urban
Comprehensive
1
17
317
3
2020-11-03 15:21:39.148733
Average
No
Daily
Apartment
685
54,561
61
Male
37,384
Divorced
1
Bachelor's
Employed
48.738217
Urban
Premium
null
16
736
3
2024-03-24 15:21:39.091080
Good
Yes
Weekly
Condo
1,501
54,562
26
Male
17,694
Married
2
Bachelor's
null
38.356502
Rural
Premium
null
1
552
3
2023-08-16 15:21:39.182597
null
No
Rarely
House
4,124
54,563
44
Male
13,303
Divorced
4
High School
null
12.794369
Rural
Premium
1
0
null
5
2020-03-27 15:21:39.155231
Poor
No
Monthly
Apartment
496
54,564
42
Female
83,172
Married
1
High School
Employed
30.69095
Suburban
Basic
1
4
769
2
2022-09-30 15:21:39.114118
Average
Yes
Weekly
House
213
54,565
21
Female
92,931
Divorced
3
PhD
Employed
52.404639
Suburban
Comprehensive
0
17
null
8
2020-10-05 15:21:39.126661
Good
Yes
Daily
Apartment
708
54,566
36
Male
45,218
Married
3
Bachelor's
Employed
18.351252
Suburban
Basic
null
1
null
4
2020-02-03 15:21:39.170099
Good
No
Daily
House
553
54,567
57
Female
72,378
Single
3
High School
null
24.016954
Rural
Comprehensive
1
9
629
3
2023-01-02 15:21:39.185215
Average
No
Weekly
House
115
54,568
40
Female
34,248
Single
2
High School
Employed
23.181347
Rural
Basic
null
2
710
4
2020-04-03 15:21:39.185215
Good
Yes
Monthly
Condo
1,439
54,569
53
Female
28,408
Divorced
4
Master's
null
31.491698
Suburban
Basic
1
18
849
1
2023-07-27 15:21:39.182597
Average
Yes
Weekly
Condo
839
54,570
23
Male
36,666
Married
0
Bachelor's
Employed
11.333085
Suburban
Comprehensive
1
14
647
6
2024-04-14 15:21:39.134960
Poor
No
Weekly
House
1,896
54,571
54
Male
18,287
Divorced
4
High School
Self-Employed
36.059038
Rural
Comprehensive
null
18
557
3
2023-03-18 15:21:39.134960
Average
Yes
Rarely
Apartment
1,352
54,572
28
Male
3,440
Single
4
Bachelor's
Unemployed
28.472415
Rural
Premium
4
19
805
2
2020-01-05 15:21:39.172097
Good
Yes
Daily
House
878
54,573
42
Male
70,949
Divorced
1
Master's
Self-Employed
34.698909
Rural
Comprehensive
4
12
null
2
2023-07-02 15:21:39.114118
Average
Yes
Rarely
Apartment
382
54,574
62
Female
35,139
Divorced
4
Bachelor's
Employed
10.390939
Rural
Comprehensive
3
5
319
8
2023-03-20 15:21:39.289099
Average
No
Weekly
House
486
54,575
52
Female
15,983
Single
3
Bachelor's
Self-Employed
17.079515
Rural
Comprehensive
null
5
757
5
2021-12-09 15:21:39.123711
Poor
No
Monthly
Apartment
3,171
54,576
33
Male
29,102
Divorced
null
Master's
Employed
16.089912
Suburban
Premium
0
2
676
4
2023-03-22 15:21:39.081504
Good
No
Daily
House
449
54,577
62
Male
2,424
Divorced
0
High School
Unemployed
21.091869
Rural
Basic
1
19
null
3
2020-08-12 15:21:39.207847
Good
Yes
Monthly
Condo
2,960
54,578
18
Male
12,053
Divorced
2
High School
Unemployed
22.17372
Rural
Premium
null
3
763
1
2022-07-20 15:21:39.283783
Good
Yes
Daily
House
868
54,579
54
Male
4,013
Single
0
High School
Self-Employed
44.948178
Urban
Premium
0
17
697
2
2020-05-13 15:21:39.155231
Average
No
Rarely
Apartment
38
54,580
53
Male
75,952
Divorced
0
PhD
null
13.583853
Urban
Comprehensive
1
3
321
5
2019-12-28 15:21:39.086123
Average
No
Rarely
Condo
1,621
54,581
21
Female
9,464
Married
3
Master's
Employed
12.944114
Rural
Premium
null
11
null
1
2020-08-27 15:21:39.087123
Poor
No
Daily
Apartment
1,922
54,582
64
Female
null
Single
1
High School
Unemployed
10.705921
Suburban
Premium
null
5
509
3
2021-03-12 15:21:39.092127
Average
No
Rarely
Apartment
20
54,583
46
Male
8,892
Single
3
PhD
Self-Employed
16.778974
Rural
Basic
0
3
653
6
2020-08-29 15:21:39.090124
Good
No
Weekly
Condo
3,670
54,584
35
Male
958
Married
3
PhD
Employed
6.085725
Rural
Comprehensive
0
13
425
9
2021-08-17 15:21:39.237118
Average
Yes
Monthly
House
742
54,585
47
Female
522
Married
1
High School
Self-Employed
17.693497
Urban
Premium
0
11
639
8
2019-12-04 15:21:39.170099
null
Yes
Monthly
Apartment
979
54,586
21
Female
20,284
Divorced
1
Bachelor's
Self-Employed
8.636835
Rural
Comprehensive
0
1
738
2
2022-07-12 15:21:39.237118
Good
Yes
Weekly
Condo
774
54,587
49
Male
17,194
Single
0
PhD
null
16.773919
Rural
Premium
1
9
522
6
2021-01-09 15:21:39.172097
Average
No
Weekly
Apartment
351
54,588
32
Female
12,891
Divorced
2
Master's
null
30.813595
Urban
Comprehensive
0
5
787
4
2020-12-29 15:21:39.172097
Average
No
Monthly
Apartment
102
54,589
52
Female
10,048
Divorced
2
Master's
Self-Employed
28.882924
Rural
Basic
2
17
590
4
2022-12-17 15:21:39.134960
Poor
Yes
Daily
House
814
54,590
41
Female
3,317
Single
2
PhD
Self-Employed
15.568922
Urban
Basic
2
17
797
7
2023-04-12 15:21:39.248098
Good
Yes
Daily
Condo
3,473
54,591
59
Male
72,620
Divorced
4
PhD
Employed
19.673238
Suburban
Premium
0
7
327
8
2019-12-10 15:21:39.221386
Good
No
Daily
Apartment
100
54,592
39
Female
15,228
Single
1
Bachelor's
Unemployed
14.873019
Rural
Basic
1
8
605
8
2023-10-01 15:21:39.176717
Average
Yes
Weekly
Condo
659
54,593
34
Female
5,911
Divorced
4
High School
Employed
5.992224
Urban
Comprehensive
1
0
549
6
2023-01-10 15:21:39.083497
null
Yes
Daily
Condo
973
54,594
53
Male
739
Single
3
High School
Employed
null
Suburban
Comprehensive
0
1
null
7
2024-03-24 15:21:39.134960
Poor
Yes
Daily
Condo
1,091
54,595
52
Male
65
Divorced
4
High School
Employed
26.992352
Suburban
Comprehensive
null
7
816
3
2021-07-14 15:21:39.134960
null
No
Monthly
Condo
382
54,596
36
Female
null
Single
2
Master's
null
null
Urban
Comprehensive
1
18
364
6
2021-01-16 15:21:39.245086
Good
No
Daily
Apartment
1,127
54,597
22
Female
31,004
Single
null
Master's
Unemployed
13.285889
Suburban
Comprehensive
3
9
607
1
2021-05-31 15:21:39.155231
Average
Yes
Rarely
Condo
2,764
54,598
52
Female
58,619
Divorced
1
High School
Employed
26.077498
Urban
Basic
null
6
373
9
2021-08-26 15:21:39.102694
Good
Yes
Rarely
Condo
974
54,599
61
Female
29,377
Divorced
null
PhD
Employed
29.988674
Suburban
Premium
3
10
690
3
2022-08-13 15:21:39.274993
Average
Yes
Rarely
House
688