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
41,500
19
Female
28,613
Single
null
Master's
Employed
22.501811
Urban
Basic
0
0
583
9
2019-11-14 15:21:39.092127
Good
No
Weekly
House
154
41,501
26
Male
62,890
Divorced
0
High School
null
14.441887
Suburban
Premium
null
0
464
9
2023-07-21 15:21:39.098696
null
Yes
Monthly
Apartment
1,249
41,502
22
Male
43,904
Divorced
3
PhD
Self-Employed
23.654541
Suburban
Premium
null
19
585
8
2022-01-09 15:21:39.207847
Average
No
Rarely
Apartment
830
41,503
34
Male
34,184
Married
3
Bachelor's
Unemployed
31.238718
Urban
Premium
0
0
659
5
2022-05-30 15:21:39.264504
Poor
No
Weekly
Condo
1,604
41,504
19
Female
43,101
Married
2
High School
null
14.277713
Urban
Comprehensive
3
8
622
5
2020-05-06 15:21:39.155231
null
Yes
Weekly
Apartment
687
41,505
36
Male
29,097
Divorced
2
Master's
null
43.769011
Urban
Premium
0
4
587
5
2021-02-03 15:21:39.120168
Poor
Yes
Rarely
Apartment
629
41,506
56
Female
44,737
Divorced
3
High School
null
17.838359
Urban
Comprehensive
null
2
null
5
2023-07-23 15:21:39.207847
Average
No
Daily
House
2,742
41,507
30
Male
43,492
Married
1
Bachelor's
Self-Employed
21.072476
Suburban
Basic
0
2
null
5
2023-12-11 15:21:39.130190
Good
Yes
Rarely
Apartment
753
41,508
48
Male
75,663
Married
4
Bachelor's
Employed
30.786418
Rural
Basic
0
14
438
5
2021-12-29 15:21:39.251142
Poor
No
Weekly
House
80
41,509
38
Male
4,531
Divorced
1
Bachelor's
Self-Employed
20.178962
Suburban
Comprehensive
1
6
459
3
2020-10-28 15:21:39.251142
Good
No
Daily
House
1,376
41,510
38
Female
17,984
Married
2
Bachelor's
Employed
19.175029
Rural
Comprehensive
null
15
685
5
2024-01-31 15:21:39.110557
Poor
Yes
Weekly
Apartment
1,065
41,511
33
Female
15,255
Married
2
PhD
null
10.849358
Suburban
Basic
null
0
551
5
2020-04-29 15:21:39.237118
Average
No
Weekly
Condo
821
41,512
32
Female
12,337
Married
0
Bachelor's
Self-Employed
26.637797
Suburban
Comprehensive
1
5
null
3
2024-06-02 15:21:39.120168
Average
No
Monthly
Condo
1,145
41,513
28
Female
115,008
Single
3
Master's
Self-Employed
51.017064
Rural
Premium
0
11
484
8
2020-11-08 15:21:39.131192
Poor
Yes
Weekly
House
1,439
41,514
53
Male
14,092
Married
2
Master's
Self-Employed
27.278534
Suburban
Comprehensive
null
5
686
8
2023-01-11 15:21:39.237118
Poor
Yes
Monthly
Apartment
2,141
41,515
60
Male
null
Married
null
Master's
Self-Employed
44.176693
Suburban
Comprehensive
2
5
464
5
2021-06-16 15:21:39.237118
Poor
No
Daily
House
4,099
41,516
50
Male
4,536
Married
4
Master's
Self-Employed
32.573708
Rural
Basic
null
2
678
5
2021-10-11 15:21:39.119168
Good
No
Rarely
Apartment
1,924
41,517
31
Female
12,063
Divorced
1
Master's
Self-Employed
29.454848
Suburban
Premium
0
16
767
7
2023-11-06 15:21:39.168099
Poor
No
Weekly
House
548
41,518
32
Male
7,991
Single
0
PhD
Unemployed
14.788644
Rural
Premium
2
2
753
8
2021-02-06 15:21:39.149731
Good
Yes
Rarely
Condo
2,356
41,519
43
Female
13,736
Divorced
0
PhD
Unemployed
21.983478
Urban
Premium
2
16
662
1
2024-06-09 15:21:39.085129
null
No
Daily
House
961
41,520
59
Male
102,363
Divorced
3
PhD
null
31.442676
Rural
Basic
4
17
431
4
2021-07-15 15:21:39.093681
Good
Yes
Rarely
Apartment
1,791
41,521
21
Female
58,700
Divorced
4
Bachelor's
null
34.4555
Suburban
Basic
1
7
807
6
2023-07-29 15:21:39.194829
Poor
No
Daily
House
110
41,522
36
Female
29,055
Married
3
Bachelor's
null
12.038496
Rural
Premium
null
4
595
8
2022-01-11 15:21:39.155231
Poor
No
Rarely
Condo
3,166
41,523
32
Male
24,752
Divorced
1
Master's
Self-Employed
37.166921
Suburban
Premium
1
11
668
6
2021-10-20 15:21:39.274993
Average
No
Daily
House
1,115
41,524
54
Male
11,390
Single
4
High School
null
15.570627
Urban
Premium
0
5
730
2
2021-02-11 15:21:39.171102
Poor
Yes
Daily
House
479
41,525
55
Male
43,445
Married
2
Bachelor's
Self-Employed
37.486951
Urban
Basic
null
5
507
8
2022-04-13 15:21:39.126661
Good
No
Daily
House
1,448
41,526
21
Male
20,348
Married
0
High School
Unemployed
25.652613
Suburban
Premium
0
8
457
9
2023-05-23 15:21:39.094752
Average
Yes
Rarely
Condo
396
41,527
39
Male
6,344
Married
3
High School
null
25.582546
Rural
Basic
1
11
818
5
2023-07-31 15:21:39.085129
Poor
No
Monthly
Apartment
927
41,528
28
Female
5,095
Divorced
1
PhD
Unemployed
4.095613
Suburban
Basic
0
18
656
2
2023-03-07 15:21:39.189223
Good
No
Weekly
Apartment
377
41,529
52
Male
38,963
Divorced
null
PhD
Employed
7.586639
Suburban
Basic
0
5
755
6
2023-01-22 15:21:39.133866
Good
No
Weekly
House
558
41,530
59
Male
678
Divorced
2
Master's
Employed
18.865387
Urban
Premium
null
5
594
6
2020-05-20 15:21:39.155231
null
No
Daily
House
728
41,531
59
Male
106,860
Single
3
Bachelor's
null
48.560724
Suburban
Comprehensive
4
7
440
3
2020-07-13 15:21:39.132191
Good
Yes
Weekly
House
1,836
41,532
28
Male
5,513
Single
null
High School
null
33.601906
Suburban
Comprehensive
2
1
null
4
2021-03-16 15:21:39.223901
Poor
Yes
Rarely
House
1,221
41,533
41
Male
11,145
Single
3
High School
Self-Employed
38.057593
Urban
Premium
1
16
null
2
2020-12-15 15:21:39.237118
Average
Yes
Daily
Apartment
1,636
41,534
36
Female
6,839
Married
4
PhD
null
20.704876
Suburban
Basic
0
17
null
4
2019-09-13 15:21:39.174719
null
Yes
Rarely
Apartment
4,020
41,535
56
Female
92,660
Married
2
PhD
Unemployed
8.125716
Rural
Premium
2
17
455
1
2022-01-10 15:21:39.254678
Average
No
Daily
Apartment
1,112
41,536
62
Female
16,459
Divorced
3
PhD
Unemployed
28.098383
Rural
Premium
null
6
690
2
2019-09-09 15:21:39.102694
Good
No
Rarely
House
1,436
41,537
64
Female
39,467
Married
3
PhD
null
8.744332
Suburban
Premium
1
10
758
4
2023-07-20 15:21:39.237118
Average
Yes
Weekly
House
1,311
41,538
60
Male
144,972
Married
0
Master's
Unemployed
8.869786
Suburban
Comprehensive
1
1
316
4
2023-11-06 15:21:39.247098
Good
Yes
Monthly
Condo
1,141
41,539
56
Female
38,374
Single
2
High School
Self-Employed
null
Suburban
Basic
2
3
788
3
2023-05-29 15:21:39.237118
Good
Yes
Rarely
Condo
1,195
41,540
20
Male
13,373
Single
2
High School
Unemployed
17.568567
Urban
Comprehensive
1
11
433
2
2021-11-12 15:21:39.155231
Poor
No
Rarely
Condo
1,447
41,541
47
Male
23,296
Married
3
Master's
null
11.83801
Urban
Comprehensive
0
7
null
6
2024-06-02 15:21:39.152732
Good
Yes
Rarely
Apartment
668
41,542
21
Male
6,097
Single
3
PhD
Employed
48.947119
Suburban
Basic
0
14
846
3
2021-03-24 15:21:39.207847
Average
Yes
Monthly
Apartment
1,019
41,543
19
Female
16,101
Divorced
4
PhD
Self-Employed
37.299465
Suburban
Premium
1
16
312
7
2022-08-26 15:21:39.237118
Poor
Yes
Rarely
House
1,109
41,544
43
Male
4,947
Divorced
3
High School
null
12.038227
Rural
Premium
2
12
748
1
2023-04-06 15:21:39.223901
Average
Yes
Rarely
Apartment
605
41,545
60
Male
39,788
Single
4
Master's
Employed
null
Suburban
Comprehensive
1
6
819
6
2023-02-03 15:21:39.235012
Average
Yes
Monthly
House
973
41,546
35
Male
114,890
Single
1
Bachelor's
Unemployed
11.958183
Rural
Premium
2
11
688
9
2021-04-03 15:21:39.155231
Poor
No
Daily
House
2,470
41,547
59
Male
54,587
Single
4
High School
null
39.937605
Suburban
Premium
1
15
675
7
2023-09-11 15:21:39.089116
Average
No
Daily
House
321
41,548
38
Female
20,440
Married
1
Master's
Unemployed
14.079983
Suburban
Comprehensive
3
7
688
6
2022-05-19 15:21:39.172097
Good
Yes
Monthly
Condo
593
41,549
46
Female
1,324
Divorced
4
PhD
Unemployed
35.878656
Suburban
Basic
1
15
495
8
2023-03-26 15:21:39.092127
Good
No
Monthly
Apartment
955
41,550
43
Female
538
Married
0
High School
Employed
null
Rural
Premium
0
1
623
6
2023-02-22 15:21:39.193945
Poor
No
Monthly
Condo
548
41,551
58
Male
47,750
Single
0
High School
Employed
5.826338
Suburban
Premium
null
7
324
6
2021-06-06 15:21:39.102694
Good
No
Weekly
Apartment
703
41,552
54
Male
11,965
Married
3
Master's
Self-Employed
23.633755
Urban
Comprehensive
null
18
null
5
2022-06-09 15:21:39.205850
Average
No
Daily
House
468
41,553
51
Female
44,915
Divorced
3
PhD
null
43.967342
Urban
Premium
null
6
null
9
2022-09-22 15:21:39.261856
Good
Yes
Daily
Condo
933
41,554
30
Male
44,915
Single
null
PhD
null
44.622684
Rural
Premium
0
8
821
5
2021-08-23 15:21:39.134960
Average
No
Daily
Condo
538
41,555
46
Female
93,568
Single
4
PhD
null
35.458547
Urban
Comprehensive
null
15
null
7
2022-06-17 15:21:39.171102
Poor
No
Rarely
House
362
41,556
52
Female
131,684
Married
2
Master's
Self-Employed
22.774983
Urban
Comprehensive
0
17
358
6
2023-07-27 15:21:39.237118
Average
No
Daily
Apartment
1,062
41,557
null
Female
36,229
Married
1
Bachelor's
null
39.981601
Urban
Premium
1
7
469
1
2020-05-10 15:21:39.187211
null
No
Weekly
Condo
1,035
41,558
54
Female
50,636
Divorced
null
PhD
null
14.57606
Urban
Premium
1
1
662
3
2021-10-21 15:21:39.276901
Average
No
Weekly
House
67
41,559
56
Male
35,682
Divorced
1
PhD
Employed
49.895213
Suburban
Basic
0
0
null
2
2021-04-26 15:21:39.107553
null
No
Weekly
House
668
41,560
22
Female
140,825
Single
0
High School
Unemployed
53.785324
Rural
Premium
1
17
444
5
2020-12-16 15:21:39.237118
Average
No
Rarely
Condo
1,164
41,561
64
Female
122,665
Single
null
High School
Employed
47.870437
Urban
Basic
null
1
332
9
2023-10-04 15:21:39.261856
Good
No
Daily
House
121
41,562
39
Female
5,907
Divorced
1
High School
Self-Employed
5.133547
Urban
Comprehensive
2
11
677
3
2021-03-16 15:21:39.290098
Poor
Yes
Daily
Apartment
811
41,563
18
Male
7,072
Divorced
2
PhD
Employed
28.749412
Suburban
Premium
null
4
755
6
2020-06-03 15:21:39.134960
Average
No
Rarely
Condo
596
41,564
58
Female
43,896
Single
2
Bachelor's
null
10.24121
Rural
Basic
0
7
439
1
2024-01-15 15:21:39.237118
Poor
No
Weekly
Condo
372
41,565
42
Female
106,437
Married
1
Bachelor's
null
46.176499
Rural
Basic
null
16
394
6
2022-12-02 15:21:39.130190
Average
No
Monthly
Apartment
1,089
41,566
26
Female
16,961
Single
0
Bachelor's
Self-Employed
50.0577
Rural
Comprehensive
1
3
818
2
2024-01-07 15:21:39.144722
null
Yes
Rarely
Apartment
709
41,567
47
Male
106,847
Single
null
Bachelor's
Self-Employed
15.852949
Suburban
Basic
1
3
636
3
2021-04-29 15:21:39.155231
Average
Yes
Weekly
House
330
41,568
27
Female
62,277
Single
2
High School
null
9.719073
Suburban
Basic
null
8
439
4
2020-09-08 15:21:39.095696
Good
Yes
Daily
Condo
1,415
41,569
51
Female
3,736
Divorced
1
High School
Unemployed
null
Urban
Comprehensive
3
16
819
3
2022-08-16 15:21:39.147735
Average
Yes
Rarely
Condo
518
41,570
48
Male
5,923
Single
3
High School
Self-Employed
9.924349
Rural
Basic
2
2
601
4
2022-04-05 15:21:39.250151
Average
No
Weekly
Condo
1,466
41,571
52
Female
21,669
Divorced
0
Master's
Self-Employed
16.151926
Urban
Basic
0
16
757
6
2020-01-29 15:21:39.172097
Poor
Yes
Weekly
Condo
604
41,572
57
Male
16,002
Divorced
2
Master's
Unemployed
30.828643
Rural
Premium
null
15
472
9
2023-04-14 15:21:39.128286
Poor
Yes
Rarely
Apartment
712
41,573
32
Female
null
Married
0
Bachelor's
Self-Employed
13.867014
Suburban
Premium
1
1
585
9
2020-11-21 15:21:39.237118
Average
Yes
Weekly
House
165
41,574
31
Male
25,982
Single
3
Bachelor's
Unemployed
39.013871
Suburban
Basic
null
6
431
9
2020-04-21 15:21:39.194829
Good
No
Weekly
House
527
41,575
56
Female
131,476
Single
0
High School
null
7.639795
Suburban
Comprehensive
1
3
394
8
2022-05-10 15:21:39.184157
Good
No
Weekly
House
564
41,576
19
Female
93,972
Single
0
High School
Unemployed
6.24586
Urban
Comprehensive
null
12
471
5
2021-03-30 15:21:39.144722
Average
Yes
Weekly
House
2,270
41,577
30
Male
6,966
Single
null
Master's
null
35.92676
Suburban
Basic
1
11
699
7
2020-06-27 15:21:39.123711
Average
Yes
Rarely
Apartment
2,023
41,578
42
Male
2,769
Married
3
High School
null
35.094338
Rural
Premium
0
16
501
2
2019-09-05 15:21:39.143708
Poor
Yes
Rarely
House
3,072
41,579
30
Male
138,660
Single
3
High School
Self-Employed
7.276565
Suburban
Comprehensive
null
3
379
4
2020-09-26 15:21:39.264504
Poor
No
Rarely
Apartment
928
41,580
35
Female
81,873
Single
2
Master's
Self-Employed
8.592779
Urban
Premium
1
4
507
9
2020-05-26 15:21:39.176717
Poor
No
Daily
Apartment
36
41,581
64
Female
3,160
null
1
Bachelor's
Unemployed
41.341065
Rural
Premium
0
16
644
3
2021-08-09 15:21:39.289099
Good
Yes
Rarely
House
659
41,582
44
Female
26,667
Married
1
Bachelor's
Self-Employed
15.18538
Rural
Basic
1
11
703
1
2024-02-03 15:21:39.170099
Average
No
Monthly
Condo
1,544
41,583
37
Male
98,233
Single
4
Master's
Self-Employed
23.232852
Urban
Premium
0
2
515
5
2023-05-08 15:21:39.126661
Good
No
Rarely
Apartment
274
41,584
26
Female
15,641
Married
2
PhD
Unemployed
28.686538
Urban
Comprehensive
0
5
810
9
2020-11-21 15:21:39.093681
Good
Yes
Weekly
Apartment
543
41,585
34
Female
518
Divorced
3
Bachelor's
Employed
13.760908
Urban
Comprehensive
0
18
398
8
2024-03-31 15:21:39.111551
Good
Yes
Weekly
Apartment
728
41,586
33
Female
7,053
Single
3
High School
Unemployed
24.835591
Urban
Comprehensive
2
9
526
4
2023-04-04 15:21:39.117183
Poor
Yes
Rarely
House
1,421
41,587
41
Male
99,608
Divorced
0
Bachelor's
Unemployed
31.141965
Urban
Comprehensive
0
6
340
7
2023-06-02 15:21:39.276901
Average
No
Daily
Apartment
62
41,588
20
Male
45,320
Single
null
Master's
null
null
Rural
Basic
null
0
707
8
2022-04-22 15:21:39.209847
Average
No
Weekly
House
1,206
41,589
54
Male
24,196
Divorced
3
Bachelor's
Self-Employed
21.420529
Urban
Basic
2
12
662
5
2021-05-09 15:21:39.091080
Average
Yes
Monthly
Apartment
1,461
41,590
58
Male
26,769
Divorced
3
PhD
Employed
3.993484
Urban
Comprehensive
null
2
685
6
2021-08-05 15:21:39.105504
Poor
No
Monthly
House
263
41,591
19
Female
26,351
Married
3
PhD
null
7.895547
Rural
Comprehensive
3
19
748
4
2023-05-05 15:21:39.144722
Good
Yes
Monthly
Apartment
1,033
41,592
34
Female
90,919
Divorced
null
Bachelor's
null
null
Rural
Comprehensive
null
18
710
2
2020-11-11 15:21:39.165120
Poor
No
Monthly
Condo
2,144
41,593
22
Female
30,861
Divorced
0
Master's
Self-Employed
25.094927
Rural
Basic
0
18
461
6
2023-03-17 15:21:39.132191
Good
Yes
Rarely
House
486
41,594
32
Female
54,467
Divorced
2
Bachelor's
null
null
Rural
Comprehensive
0
11
709
2
2022-06-22 15:21:39.226954
Poor
No
Daily
Apartment
393
41,595
55
Male
37,481
Divorced
2
Bachelor's
Self-Employed
10.074721
Suburban
Basic
2
2
692
2
2020-07-16 15:21:39.237118
Good
No
Weekly
House
2,087
41,596
35
Male
3,664
Single
0
PhD
Unemployed
35.179551
Suburban
Basic
2
6
584
1
2023-06-16 15:21:39.134960
Average
No
Weekly
Condo
2,091
41,597
53
Male
27,491
Married
4
High School
Unemployed
13.749208
Urban
Comprehensive
2
0
658
3
2022-11-29 15:21:39.246098
Good
No
Weekly
Apartment
68
41,598
44
Female
20,074
Divorced
1
Master's
Employed
17.088772
Urban
Comprehensive
2
5
461
8
2023-12-04 15:21:39.143708
Good
Yes
Daily
House
2,007
41,599
25
Female
48,746
Divorced
2
PhD
Unemployed
20.898035
Suburban
Basic
3
7
548
5
2024-06-09 15:21:39.107553
null
Yes
Monthly
House
731