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
37,500
43
Male
83,379
Single
0
Master's
null
null
Urban
Comprehensive
1
18
719
7
2020-08-05 15:21:39.289099
Poor
Yes
Weekly
House
2,196
37,501
26
Male
9,858
Married
null
Bachelor's
Unemployed
37.890396
Rural
Basic
null
0
644
1
2022-12-01 15:21:39.079128
Average
Yes
Monthly
Condo
1,014
37,502
30
Male
11,948
Married
0
PhD
null
23.27399
Rural
Basic
0
14
475
9
2023-07-17 15:21:39.122134
Average
No
Rarely
Apartment
1,233
37,503
36
Male
44,640
Married
1
Master's
Employed
22.171129
Rural
Comprehensive
0
2
337
1
2020-02-27 15:21:39.181605
Poor
Yes
Weekly
Apartment
876
37,504
46
Female
67,582
Single
null
PhD
null
45.653844
Suburban
Premium
0
17
474
2
2023-07-27 15:21:39.237118
Average
Yes
Weekly
House
45
37,505
30
Male
109,011
Married
1
Master's
null
24.726581
Urban
Comprehensive
3
4
571
8
2021-10-23 15:21:39.134960
null
No
Monthly
Condo
136
37,506
36
Male
4,701
Divorced
null
PhD
Unemployed
33.642838
Urban
Premium
null
18
441
6
2020-07-08 15:21:39.237118
Average
No
Rarely
Apartment
437
37,507
32
Male
3,972
Single
0
PhD
null
49.638191
Suburban
Comprehensive
1
15
null
4
2020-08-02 15:21:39.217387
null
No
Daily
Apartment
1,149
37,508
18
Male
1,083
Single
2
PhD
Employed
37.674686
Urban
Comprehensive
0
14
770
2
2023-11-05 15:21:39.233998
Average
No
Monthly
Condo
226
37,509
50
Female
30,221
Single
2
PhD
Employed
25.185765
Urban
Basic
0
10
810
4
2019-11-18 15:21:39.100695
Good
Yes
Daily
Apartment
1,497
37,510
47
Male
54,876
Single
2
PhD
Unemployed
31.49325
Rural
Comprehensive
null
1
337
2
2020-04-01 15:21:39.259788
Poor
No
Daily
House
238
37,511
43
Female
14,081
Married
4
Master's
null
21.653038
Rural
Comprehensive
null
8
787
1
2020-05-27 15:21:39.207847
Poor
Yes
Monthly
House
472
37,512
57
Female
12,881
Single
4
Bachelor's
Unemployed
21.183035
Suburban
Comprehensive
0
12
564
3
2020-10-06 15:21:39.237118
Poor
Yes
Weekly
Apartment
712
37,513
18
Male
1,301
Divorced
1
PhD
Unemployed
null
Suburban
Comprehensive
null
7
null
4
2024-06-30 15:21:39.237118
Poor
Yes
Rarely
House
30
37,514
30
Female
35,754
Divorced
null
High School
Self-Employed
25.238914
Urban
Basic
null
11
406
9
2023-05-28 15:21:39.122134
Average
No
Rarely
House
466
37,515
43
Male
46,326
Divorced
null
High School
null
null
Suburban
Comprehensive
0
19
581
9
2022-03-09 15:21:39.231531
Good
No
Daily
House
583
37,516
37
Female
25,265
Divorced
3
High School
Unemployed
24.481832
Urban
Basic
2
4
null
7
2019-09-13 15:21:39.245086
Average
Yes
Rarely
Apartment
688
37,517
36
Male
81,783
Single
1
PhD
null
22.149848
Urban
Comprehensive
2
7
444
4
2021-01-04 15:21:39.155231
Good
Yes
Rarely
Apartment
535
37,518
50
Female
5,936
Single
2
PhD
null
8.121156
Suburban
Premium
1
9
634
3
2021-01-06 15:21:39.274993
Good
Yes
Weekly
Condo
2,586
37,519
60
Male
1,217
Single
2
Master's
null
13.957283
Suburban
Comprehensive
2
3
743
9
2020-09-25 15:21:39.196387
Average
Yes
Monthly
House
1,651
37,520
53
Male
24,444
Married
3
Master's
null
11.812853
Rural
Comprehensive
1
19
648
9
2022-04-13 15:21:39.112553
Good
No
Weekly
House
1,914
37,521
20
Male
18,417
Divorced
4
Master's
Self-Employed
21.367921
Suburban
Basic
null
7
359
4
2020-08-13 15:21:39.143708
Good
No
Weekly
Apartment
692
37,522
57
Female
47,917
Married
0
Bachelor's
Unemployed
23.2919
Suburban
Comprehensive
3
9
691
7
2020-03-08 15:21:39.237118
Good
No
Monthly
Apartment
3,323
37,523
63
Male
14,094
Divorced
1
Master's
Unemployed
11.279865
Rural
Comprehensive
1
9
478
1
2019-10-21 15:21:39.252145
Average
Yes
Rarely
House
1,506
37,524
26
Male
64,799
Single
1
Bachelor's
Unemployed
38.664035
Urban
Premium
1
9
434
1
2024-06-12 15:21:39.263607
Good
No
Rarely
Apartment
531
37,525
58
Male
30,373
Divorced
null
Bachelor's
null
19.511624
Rural
Premium
0
14
469
3
2022-08-07 15:21:39.265513
Good
Yes
Daily
Condo
3,067
37,526
46
Female
1,789
Married
4
PhD
null
26.161288
Suburban
Premium
null
7
null
8
2019-10-28 15:21:39.134960
Average
Yes
Daily
Condo
3,899
37,527
29
Male
null
Single
1
Bachelor's
null
17.310931
Suburban
Premium
0
11
389
2
2024-08-12 15:21:39.289099
Poor
Yes
Weekly
Apartment
1,614
37,528
35
Female
6,598
Single
3
High School
null
35.569766
Rural
Premium
3
19
804
5
2020-01-09 15:21:39.174719
Good
No
Daily
Condo
3,434
37,529
36
Male
5,098
Single
4
PhD
null
22.27667
Suburban
Premium
null
1
703
7
2021-03-14 15:21:39.155231
Good
No
Rarely
House
442
37,530
23
Male
9,754
Married
0
Bachelor's
Employed
20.331266
Rural
Comprehensive
null
14
753
2
2023-07-18 15:21:39.282785
Average
Yes
Weekly
Apartment
3,870
37,531
32
Female
54,918
Single
0
PhD
Employed
37.976643
Rural
Comprehensive
null
3
447
4
2019-09-24 15:21:39.147735
Average
No
Monthly
House
1,295
37,532
64
Male
66,276
Divorced
4
High School
Employed
19.848308
Urban
Comprehensive
null
3
null
3
2023-10-08 15:21:39.257696
Good
Yes
Monthly
Apartment
352
37,533
64
Male
17
Single
null
Bachelor's
Employed
47.694723
Rural
Comprehensive
2
13
401
3
2024-03-22 15:21:39.121169
Poor
No
Weekly
House
1,590
37,534
50
Male
638
Single
null
PhD
Employed
null
Suburban
Comprehensive
null
12
437
2
2023-05-07 15:21:39.194829
Good
Yes
Weekly
Condo
845
37,535
49
Female
40,724
Married
null
PhD
Employed
12.038426
Suburban
Comprehensive
1
10
661
3
2021-11-01 15:21:39.267454
Good
Yes
Monthly
House
1,640
37,536
62
Female
null
Single
4
Master's
Unemployed
34.811549
Suburban
Comprehensive
1
15
410
9
2022-08-27 15:21:39.110557
Poor
No
Rarely
Condo
952
37,537
45
Female
28,816
Married
3
PhD
null
14.569414
Rural
Basic
3
15
775
1
2024-08-03 15:21:39.237118
Average
Yes
Monthly
Apartment
1,017
37,538
60
Female
17,087
Married
2
Bachelor's
Unemployed
10.938304
Rural
Basic
1
1
555
6
2020-07-14 15:21:39.134960
Good
Yes
Weekly
Apartment
1,547
37,539
31
Male
65,617
Single
1
High School
Self-Employed
52.079365
Urban
Basic
2
0
423
8
2022-01-04 15:21:39.254678
Average
Yes
Rarely
Apartment
694
37,540
52
Female
14,094
Single
0
High School
null
18.092932
Rural
Basic
null
19
753
7
2020-07-04 15:21:39.155231
Average
Yes
Weekly
Apartment
476
37,541
44
Male
24,983
Married
4
Master's
Unemployed
30.567729
Urban
Comprehensive
null
14
558
8
2021-02-10 15:21:39.261856
Poor
Yes
Rarely
Condo
896
37,542
59
Male
null
Married
null
Bachelor's
Employed
21.845338
Suburban
Basic
1
11
610
3
2023-10-21 15:21:39.245086
Average
Yes
Monthly
Apartment
351
37,543
56
Male
34,435
Single
4
Bachelor's
Employed
16.039082
Suburban
Premium
0
5
768
1
2022-09-20 15:21:39.155231
Poor
No
Monthly
House
339
37,544
43
Male
24,188
Divorced
null
High School
Unemployed
36.793776
Suburban
Basic
null
12
848
5
2023-03-01 15:21:39.226954
Poor
Yes
Rarely
House
900
37,545
55
Female
14,847
Married
0
Bachelor's
null
26.371902
Urban
Basic
3
0
null
8
2024-03-19 15:21:39.199447
null
No
Weekly
Apartment
1,523
37,546
55
Female
50,003
Married
0
PhD
Self-Employed
42.16494
Rural
Basic
4
9
644
3
2023-11-21 15:21:39.273973
null
No
Weekly
Condo
1,681
37,547
24
Male
1,647
Divorced
2
Master's
Self-Employed
36.757785
Urban
Comprehensive
3
17
823
5
2023-09-07 15:21:39.203442
Average
No
Daily
House
1,034
37,548
50
Female
64,587
Married
null
Bachelor's
null
41.996612
Suburban
Basic
0
13
405
2
2020-04-20 15:21:39.155231
Good
No
Daily
Apartment
586
37,549
58
Female
723
Divorced
0
High School
null
null
Suburban
Premium
0
11
511
5
2022-07-27 15:21:39.134960
Good
No
Weekly
Apartment
1,326
37,550
25
Male
664
Married
0
High School
null
null
Rural
Premium
null
7
null
8
2024-03-26 15:21:39.155231
Poor
Yes
Daily
Apartment
891
37,551
27
Male
22,297
Divorced
0
Master's
Unemployed
40.839857
Suburban
Premium
0
11
743
8
2022-03-07 15:21:39.144722
Good
No
Rarely
House
781
37,552
50
Female
127,051
Divorced
1
Bachelor's
Unemployed
41.776464
Rural
Premium
0
2
null
2
2019-11-25 15:21:39.270454
Poor
No
Weekly
Condo
1,971
37,553
42
Female
26,383
Single
0
Bachelor's
Self-Employed
34.131848
Suburban
Comprehensive
2
12
799
9
2020-05-19 15:21:39.176717
Good
No
Weekly
Condo
870
37,554
47
Female
25,963
Single
2
Master's
Employed
18.854758
Suburban
Premium
0
15
605
1
2020-04-11 15:21:39.170099
Good
Yes
Monthly
Apartment
785
37,555
null
Male
2,415
Married
0
Bachelor's
Employed
20.024855
Suburban
Basic
1
3
315
8
2022-05-10 15:21:39.184157
Poor
No
Weekly
Apartment
115
37,556
34
Female
1,236
Single
0
PhD
Unemployed
null
Suburban
Premium
1
18
616
3
2022-01-12 15:21:39.186212
Poor
Yes
Monthly
House
524
37,557
53
Male
1,227
Married
0
PhD
null
11.326465
Urban
Premium
2
5
792
4
2023-03-17 15:21:39.118178
Good
No
Monthly
Apartment
663
37,558
45
Male
26,578
Single
2
Master's
Employed
21.946348
Rural
Premium
null
7
705
5
2021-03-31 15:21:39.116179
Good
No
Rarely
Condo
1,593
37,559
39
Male
22,327
Divorced
3
PhD
null
39.983952
Rural
Basic
null
4
577
9
2023-12-27 15:21:39.183598
Poor
No
Rarely
House
685
37,560
51
Female
1,335
Divorced
4
High School
null
20.61918
Suburban
Comprehensive
2
14
732
6
2020-06-11 15:21:39.237118
Good
Yes
Rarely
House
524
37,561
37
Female
18,078
Single
1
PhD
null
17.97919
Urban
Basic
1
14
694
8
2022-08-13 15:21:39.288099
Good
Yes
Rarely
House
632
37,562
50
Female
44,924
Divorced
2
High School
Employed
13.486726
Suburban
Basic
0
2
341
2
2023-06-23 15:21:39.222387
Poor
No
Rarely
Condo
819
37,563
51
Male
27,147
Divorced
1
Bachelor's
Self-Employed
26.735999
Rural
Basic
1
13
759
9
2021-05-25 15:21:39.252145
Good
Yes
Weekly
House
649
37,564
20
Male
149,847
Divorced
2
Bachelor's
Employed
15.12895
Urban
Comprehensive
1
8
342
7
2021-05-22 15:21:39.082499
Good
No
Daily
Condo
537
37,565
40
Female
64,599
Single
0
PhD
null
51.929998
Urban
Basic
0
5
593
9
2022-01-11 15:21:39.082499
Good
Yes
Rarely
Condo
1,335
37,566
null
Female
2,586
Divorced
3
Bachelor's
Self-Employed
14.24192
Urban
Basic
2
2
779
6
2023-10-16 15:21:39.155231
Average
Yes
Daily
Apartment
1,139
37,567
24
Male
72,453
Married
1
High School
Self-Employed
10.907361
Rural
Basic
0
4
771
8
2019-08-27 15:21:39.134960
Good
Yes
Daily
House
2,104
37,568
40
Male
35,330
Single
null
PhD
null
27.204736
Urban
Basic
0
13
573
7
2022-06-27 15:21:39.105504
Poor
No
Daily
Apartment
744
37,569
46
Male
26,939
Married
2
Bachelor's
Self-Employed
27.845006
Suburban
Premium
null
17
716
2
2022-04-20 15:21:39.220389
Average
Yes
Monthly
House
813
37,570
54
Female
14,084
Married
4
High School
Self-Employed
41.869259
Rural
Premium
null
19
849
9
2021-03-28 15:21:39.154008
Poor
No
Daily
Condo
813
37,571
58
Male
17,238
Divorced
2
High School
Employed
38.12875
Suburban
Premium
null
13
null
4
2022-06-20 15:21:39.266452
Good
Yes
Daily
House
1,297
37,572
53
Female
24,862
Divorced
3
High School
Self-Employed
5.928891
Urban
Premium
3
5
597
3
2020-09-15 15:21:39.170099
Poor
No
Weekly
House
1,297
37,573
39
Female
7,841
Divorced
2
Master's
Self-Employed
31.705328
Suburban
Comprehensive
0
7
806
9
2020-07-03 15:21:39.274993
Average
Yes
Weekly
Apartment
1,201
37,574
43
Male
1,606
Divorced
null
High School
null
8.013537
Rural
Comprehensive
null
13
433
5
2020-11-05 15:21:39.290098
Average
Yes
Monthly
House
507
37,575
20
Male
1,322
Married
3
Master's
null
22.24522
Rural
Premium
1
16
678
3
2024-07-31 15:21:39.206847
Average
No
Weekly
Apartment
2,550
37,576
39
Male
14,096
Single
3
High School
Unemployed
31.444546
Rural
Comprehensive
1
15
609
1
2021-08-18 15:21:39.282785
Poor
No
Daily
House
703
37,577
47
Male
48,262
Single
1
Master's
Employed
11.273853
Urban
Premium
1
18
340
1
2022-11-20 15:21:39.134960
Poor
No
Rarely
House
469
37,578
57
Male
6,098
Single
3
PhD
Self-Employed
19.90731
Suburban
Comprehensive
1
4
757
5
2021-12-26 15:21:39.244069
Average
No
Weekly
Condo
1,495
37,579
63
Male
69,768
Married
3
PhD
Self-Employed
15.122311
Rural
Premium
0
11
404
6
2023-09-27 15:21:39.290098
Good
Yes
Daily
Condo
654
37,580
35
Female
19,041
null
4
Master's
Self-Employed
30.687085
Rural
Premium
0
16
700
7
2021-07-27 15:21:39.106582
null
No
Daily
House
1,134
37,581
62
Female
44,110
Single
1
High School
Employed
26.35243
Urban
Premium
0
8
468
4
2021-08-22 15:21:39.194829
Average
No
Monthly
Apartment
914
37,582
44
Male
16,641
Single
2
High School
Self-Employed
42.688432
Urban
Comprehensive
1
8
330
5
2022-08-29 15:21:39.290098
Poor
Yes
Daily
Condo
2,463
37,583
49
Female
15,255
Married
4
Bachelor's
null
47.882828
Suburban
Basic
1
4
602
9
2024-05-24 15:21:39.092127
Poor
Yes
Daily
Apartment
713
37,584
19
Male
17,082
Single
2
High School
Employed
21.782823
Rural
Basic
1
4
685
7
2023-01-19 15:21:39.285112
Good
No
Monthly
House
1,162
37,585
19
Female
59,822
Married
0
PhD
Unemployed
18.182902
Suburban
Premium
1
5
463
9
2022-05-17 15:21:39.080440
Average
No
Weekly
House
77
37,586
28
Male
26,983
Married
0
High School
null
18.652883
Suburban
Comprehensive
2
19
null
4
2024-05-29 15:21:39.281787
Poor
Yes
Rarely
House
675
37,587
57
Male
15,383
Married
1
High School
Employed
29.662725
Urban
Comprehensive
1
3
347
7
2020-07-07 15:21:39.117183
Good
No
Monthly
House
1,057
37,588
41
Male
20,225
Married
0
Master's
Employed
19.136483
Urban
Comprehensive
1
9
304
1
2021-02-09 15:21:39.172097
Poor
No
Daily
Apartment
4,002
37,589
41
Male
7,881
Married
4
PhD
Self-Employed
34.81249
Rural
Premium
null
16
null
3
2022-01-29 15:21:39.155231
Average
No
Rarely
Condo
619
37,590
25
Male
11,715
Married
4
PhD
Self-Employed
36.924059
Rural
Comprehensive
0
9
572
9
2022-05-16 15:21:39.150730
Poor
Yes
Rarely
Apartment
922
37,591
39
Female
8,876
Married
4
PhD
null
9.0155
Urban
Comprehensive
1
7
669
3
2024-06-12 15:21:39.088124
Good
Yes
Rarely
House
1,045
37,592
40
Male
25,753
Single
3
PhD
Self-Employed
41.733823
Urban
Premium
3
7
833
1
2023-10-26 15:21:39.214388
Good
No
Rarely
House
513
37,593
61
Male
45,384
Married
3
Master's
null
10.926012
Suburban
Comprehensive
null
19
713
7
2020-12-29 15:21:39.288099
Good
No
Monthly
House
657
37,594
40
Male
41,834
Single
2
PhD
Unemployed
20.946143
Urban
Basic
null
5
605
8
2022-06-26 15:21:39.226954
Poor
No
Monthly
Apartment
50
37,595
46
Male
1,523
Single
1
Bachelor's
null
50.957351
Urban
Comprehensive
null
0
410
4
2022-10-16 15:21:39.237118
Average
No
Rarely
Condo
836
37,596
44
Female
1,468
Married
1
Master's
Self-Employed
40.638507
Suburban
Premium
null
0
709
2
2019-11-15 15:21:39.261856
Average
Yes
Weekly
Condo
1,166
37,597
60
Female
59,738
Divorced
0
High School
Self-Employed
29.178429
Rural
Basic
2
5
321
7
2021-08-28 15:21:39.173834
Good
No
Weekly
Condo
1,046
37,598
21
Female
8,054
Divorced
4
Bachelor's
null
26.025623
Rural
Basic
2
14
709
6
2023-10-31 15:21:39.211806
Poor
Yes
Rarely
Apartment
572
37,599
50
Female
6,550
null
2
PhD
Self-Employed
40.661315
Rural
Comprehensive
3
15
591
2
2022-03-18 15:21:39.221386
Good
Yes
Daily
Condo
2,516