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
1,161,500
59
Female
75,393
Single
2
PhD
Employed
15.063605
Urban
Premium
0
7
553
1
2020-06-27 15:21:39.123711
Poor
Yes
Rarely
Condo
173
1,161,501
37
Female
53,732
Single
null
High School
Self-Employed
9.716673
Rural
Premium
null
7
356
2
2022-10-18 15:21:39.237118
null
Yes
Daily
Apartment
2,762
1,161,502
46
Female
21,504
Married
0
High School
Employed
12.873806
Rural
Comprehensive
0
7
716
3
2022-01-29 15:21:39.079128
Good
No
Daily
Apartment
1,046
1,161,503
40
Female
23,115
Married
1
Bachelor's
Self-Employed
52.827501
Suburban
Premium
null
10
null
1
2020-12-02 15:21:39.274993
Average
No
Monthly
House
944
1,161,504
42
Male
12,093
Single
0
Master's
Unemployed
45.46487
Suburban
Premium
2
9
582
4
2022-07-07 15:21:39.134960
Poor
Yes
Weekly
House
709
1,161,505
31
Female
23,769
Divorced
0
PhD
Unemployed
39.126563
Urban
Basic
null
0
null
9
2023-01-09 15:21:39.091080
Poor
No
Rarely
Condo
331
1,161,506
36
Male
11,299
Married
0
Master's
Employed
36.937663
Rural
Basic
0
7
704
2
2023-07-17 15:21:39.256696
Average
No
Daily
Apartment
869
1,161,507
40
Female
27,696
Single
2
Bachelor's
null
14.587789
Rural
Premium
0
3
513
8
2024-05-05 15:21:39.214388
Poor
No
Rarely
Condo
3,166
1,161,508
59
Male
null
Single
1
High School
null
30.015027
Rural
Premium
null
11
382
9
2022-07-06 15:21:39.153889
Average
No
Monthly
Condo
1,344
1,161,509
57
Female
1,212
Divorced
0
PhD
Employed
20.140569
Suburban
Premium
null
12
595
4
2022-01-09 15:21:39.276901
null
Yes
Daily
Apartment
695
1,161,510
42
Female
46,428
Single
3
PhD
Unemployed
17.979293
Rural
Premium
2
16
418
1
2022-11-06 15:21:39.126661
Poor
No
Daily
House
2,112
1,161,511
52
Male
35,244
Divorced
2
Bachelor's
Self-Employed
12.868279
Urban
Basic
null
14
683
4
2021-01-22 15:21:39.149731
Good
No
Rarely
Condo
922
1,161,512
27
Female
3,924
Single
2
Bachelor's
Employed
10.726242
Suburban
Comprehensive
2
15
742
2
2019-12-30 15:21:39.175719
Good
Yes
Daily
Condo
2,973
1,161,513
48
Male
56,462
Married
3
PhD
Employed
17.641141
Urban
Premium
0
9
382
8
2019-09-07 15:21:39.237118
Average
Yes
Weekly
Condo
3,849
1,161,514
63
Female
20,983
Single
2
Master's
Employed
42.348471
Urban
Basic
null
16
746
1
2021-10-27 15:21:39.172097
Poor
No
Weekly
House
857
1,161,515
34
Male
104,449
Divorced
1
PhD
Employed
5.826338
Urban
Basic
null
3
324
2
2023-06-27 15:21:39.134960
Good
No
Rarely
Condo
78
1,161,516
22
Male
3,735
Divorced
0
Bachelor's
Self-Employed
47.563047
Suburban
Basic
0
2
501
9
2021-07-08 15:21:39.273973
Good
No
Daily
Apartment
1,554
1,161,517
28
Female
14,791
Divorced
1
Bachelor's
Employed
15.466927
Rural
Comprehensive
0
2
null
3
2023-02-27 15:21:39.134960
Average
No
Monthly
House
1,614
1,161,518
21
Female
18,054
Single
3
Bachelor's
null
6.869772
Urban
Comprehensive
null
2
526
1
2020-04-05 15:21:39.246098
Average
Yes
Monthly
Apartment
877
1,161,519
null
Male
35,963
Divorced
2
Master's
Employed
13.882397
Urban
Basic
0
11
709
3
2022-08-06 15:21:39.202448
Average
Yes
Rarely
House
407
1,161,520
45
Male
91,683
Single
0
Master's
Employed
17.407511
Suburban
Premium
1
17
509
6
2023-11-19 15:21:39.101733
Average
No
Weekly
Apartment
59
1,161,521
42
Male
1,396
Married
4
PhD
Employed
12.63786
Suburban
Basic
0
6
789
1
2021-10-08 15:21:39.084065
Good
No
Rarely
House
381
1,161,522
25
Female
10,506
Single
0
High School
null
37.828284
Suburban
Comprehensive
1
0
363
8
2024-01-17 15:21:39.192212
Poor
No
Rarely
Apartment
605
1,161,523
36
Male
27,488
Divorced
null
High School
Self-Employed
22.335586
Urban
Comprehensive
2
18
null
1
2022-12-04 15:21:39.171102
Good
No
Rarely
Condo
1,484
1,161,524
26
Male
17,891
Married
null
Bachelor's
Unemployed
44.683163
Suburban
Premium
null
10
835
8
2022-02-09 15:21:39.259788
Poor
Yes
Weekly
House
562
1,161,525
47
Male
45,135
Divorced
2
PhD
Unemployed
36.776698
Urban
Comprehensive
null
5
403
8
2022-04-22 15:21:39.134960
Average
Yes
Daily
House
556
1,161,526
48
Male
43,917
Divorced
null
High School
Employed
47.811179
Rural
Basic
0
17
668
9
2021-05-29 15:21:39.134960
Poor
Yes
Daily
House
1,449
1,161,527
26
Female
12,984
Divorced
2
Master's
null
20.988365
Urban
Basic
1
12
518
1
2022-06-23 15:21:39.147735
Poor
No
Rarely
Condo
1,830
1,161,528
48
Male
5,813
Divorced
0
Master's
Unemployed
26.539709
Urban
Basic
1
17
658
3
2021-05-09 15:21:39.201446
Poor
No
Daily
Apartment
452
1,161,529
37
Female
null
Single
2
Master's
Self-Employed
11.923363
Suburban
Basic
2
2
490
1
2023-07-21 15:21:39.264504
null
No
Rarely
Condo
839
1,161,530
18
Male
12,897
Divorced
0
PhD
Employed
27.966281
Rural
Basic
null
12
null
2
2021-07-12 15:21:39.182597
Good
No
Weekly
Condo
828
1,161,531
33
Female
42,170
Single
1
Master's
null
17.41991
Urban
Comprehensive
2
18
521
1
2024-04-01 15:21:39.219432
Average
Yes
Daily
Apartment
562
1,161,532
55
Male
17,991
Divorced
3
Bachelor's
Unemployed
43.238725
Suburban
Premium
3
10
696
2
2020-10-31 15:21:39.219432
Poor
Yes
Rarely
Condo
1,324
1,161,533
47
Male
547
Married
2
High School
null
42.984779
Suburban
Comprehensive
null
14
null
9
2021-09-20 15:21:39.084065
Poor
No
Daily
Apartment
36
1,161,534
33
Male
20,376
Divorced
1
High School
null
22.236046
Urban
Premium
null
15
764
9
2022-07-18 15:21:39.155231
Poor
Yes
Monthly
Condo
1,778
1,161,535
37
Female
16,076
Divorced
null
Master's
Self-Employed
35.255521
Rural
Premium
0
1
null
7
2024-07-06 15:21:39.281787
Poor
No
Daily
House
394
1,161,536
31
Male
10,748
Single
0
Bachelor's
Employed
46.246658
Urban
Premium
2
5
344
7
2022-02-21 15:21:39.126661
Average
No
Monthly
Condo
1,987
1,161,537
57
Male
58
Single
null
High School
Unemployed
18.739529
Suburban
Comprehensive
3
1
651
1
2021-09-08 15:21:39.188220
Poor
No
Monthly
Apartment
712
1,161,538
34
Female
30,512
Divorced
4
High School
Unemployed
10.073699
Urban
Comprehensive
2
14
null
6
2024-03-14 15:21:39.107553
Poor
Yes
Daily
Apartment
573
1,161,539
28
Male
8,071
Divorced
2
Master's
Unemployed
20.836454
Suburban
Premium
null
12
null
3
2024-02-18 15:21:39.166062
Poor
No
Monthly
House
1,614
1,161,540
48
Female
51,903
Married
0
PhD
Employed
33.85836
Rural
Comprehensive
1
0
308
2
2022-01-03 15:21:39.211806
Good
Yes
Weekly
House
876
1,161,541
63
Male
40,777
Single
3
High School
null
18.609419
Rural
Comprehensive
null
4
null
3
2020-02-26 15:21:39.169102
Good
No
Rarely
Condo
449
1,161,542
50
Male
38,399
Single
3
Bachelor's
null
31.918269
Urban
Premium
2
15
null
5
2020-06-01 15:21:39.122134
Average
No
Monthly
Condo
2,039
1,161,543
26
Female
16,078
Single
0
Master's
Unemployed
4.958673
Urban
Premium
null
5
null
2
2021-10-09 15:21:39.175719
Average
No
Rarely
Apartment
835
1,161,544
61
Male
29,453
Divorced
3
Bachelor's
Unemployed
33.955663
Suburban
Basic
2
3
705
8
2020-10-17 15:21:39.237118
Poor
Yes
Daily
Condo
1,523
1,161,545
45
Female
3,118
Married
1
PhD
Employed
36.203666
Rural
Premium
2
12
397
7
2023-12-12 15:21:39.219432
Poor
Yes
Daily
Apartment
1,307
1,161,546
58
Female
102,292
Married
0
Bachelor's
null
29.276414
Rural
Basic
null
11
319
8
2020-03-26 15:21:39.147735
Poor
No
Daily
Condo
710
1,161,547
44
Male
758
Single
3
PhD
Employed
28.182076
Suburban
Comprehensive
3
17
534
6
2021-05-08 15:21:39.120168
Good
No
Daily
Apartment
1,358
1,161,548
40
Female
25,477
Single
1
Master's
null
28.578033
Suburban
Basic
1
10
654
4
2021-10-27 15:21:39.155231
Good
Yes
Rarely
Condo
990
1,161,549
43
Male
729
Divorced
3
High School
Self-Employed
29.2674
Urban
Comprehensive
2
15
572
3
2023-10-14 15:21:39.134960
Poor
No
Rarely
Apartment
582
1,161,550
39
Female
143,927
Single
2
Bachelor's
Unemployed
8.597528
Urban
Comprehensive
2
0
485
4
2019-09-23 15:21:39.176717
Good
No
Weekly
House
40
1,161,551
19
Male
27,655
Single
0
PhD
null
3.05272
Rural
Basic
1
12
307
6
2021-12-03 15:21:39.134960
Good
Yes
Monthly
House
1,296
1,161,552
20
Male
null
Divorced
0
PhD
null
33.283975
Suburban
Comprehensive
null
8
334
7
2021-06-14 15:21:39.147735
Good
No
Weekly
Condo
1,540
1,161,553
24
Female
null
Divorced
null
Bachelor's
Self-Employed
26.516916
Urban
Basic
null
4
550
7
2023-07-12 15:21:39.123711
Average
Yes
Rarely
Apartment
235
1,161,554
41
Male
54,062
Divorced
2
High School
Self-Employed
49.738567
Suburban
Basic
0
0
476
2
2021-06-17 15:21:39.263607
Average
Yes
Monthly
Condo
1,956
1,161,555
34
Female
40,900
Single
0
Master's
Self-Employed
22.813665
Suburban
Basic
null
0
492
6
2022-10-08 15:21:39.206847
Good
Yes
Weekly
Apartment
391
1,161,556
64
Female
20,535
Single
2
Bachelor's
Employed
11.812236
Urban
Premium
1
13
641
1
2021-05-24 15:21:39.276901
Poor
No
Weekly
Apartment
1,706
1,161,557
30
Female
12,580
Married
1
Master's
null
23.381983
Suburban
Comprehensive
1
7
null
1
2022-11-18 15:21:39.223901
Average
Yes
Monthly
Condo
774
1,161,558
48
Male
10,136
Divorced
2
Bachelor's
Self-Employed
11.481126
Rural
Premium
1
17
798
8
2020-07-20 15:21:39.151732
Average
No
Weekly
House
706
1,161,559
18
Male
67,593
null
0
PhD
Self-Employed
15.906949
Urban
Premium
null
13
null
7
2021-11-10 15:21:39.154008
null
No
Rarely
Condo
1,258
1,161,560
37
Male
27,257
Married
4
Bachelor's
Self-Employed
21.955892
Suburban
Premium
null
11
669
8
2022-10-04 15:21:39.288099
Good
No
Monthly
Apartment
548
1,161,561
33
Female
20,805
Divorced
2
PhD
Unemployed
5.458213
Suburban
Basic
3
17
736
6
2021-03-02 15:21:39.172097
Average
No
Weekly
Apartment
1,449
1,161,562
46
Female
2,492
Single
0
High School
Self-Employed
44.786588
Suburban
Basic
1
17
492
9
2020-10-29 15:21:39.278402
Good
No
Rarely
House
1,459
1,161,563
23
Female
15,379
Single
2
High School
Self-Employed
36.789425
Urban
Basic
0
3
718
4
2019-09-28 15:21:39.205850
Poor
No
Rarely
House
1,584
1,161,564
38
Male
6,652
Single
1
High School
null
22.487624
Rural
Comprehensive
null
14
658
4
2020-10-21 15:21:39.220389
Average
No
Daily
Condo
1,273
1,161,565
52
Male
5,522
Single
3
Bachelor's
Unemployed
30.949665
Rural
Premium
2
1
521
5
2020-05-01 15:21:39.237118
Poor
No
Weekly
Apartment
2,268
1,161,566
null
Male
3,796
Divorced
1
Master's
Unemployed
32.158537
Rural
Basic
0
17
565
6
2021-04-15 15:21:39.173834
Average
Yes
Daily
Apartment
25
1,161,567
55
Male
2,887
Single
null
High School
null
41.172389
Urban
Premium
null
4
null
1
2022-09-02 15:21:39.134960
Good
Yes
Weekly
Condo
2,179
1,161,568
30
Female
47,683
Divorced
4
Bachelor's
Self-Employed
null
Rural
Comprehensive
5
3
null
2
2021-11-21 15:21:39.107553
Good
Yes
Rarely
Condo
566
1,161,569
37
Female
61,365
Married
4
PhD
Self-Employed
8.723609
Suburban
Premium
null
12
385
9
2020-12-14 15:21:39.155231
Poor
No
Daily
House
1,489
1,161,570
61
Male
50,540
Divorced
1
Master's
Unemployed
32.672857
Suburban
Comprehensive
null
6
388
2
2022-05-30 15:21:39.189223
Poor
No
Rarely
Condo
1,758
1,161,571
58
Male
30,652
Single
0
PhD
Employed
18.725945
Rural
Comprehensive
0
3
535
1
2020-07-03 15:21:39.192212
Average
Yes
Monthly
Apartment
521
1,161,572
26
Male
39,082
Married
null
Bachelor's
Employed
null
Urban
Premium
null
6
621
3
2021-12-16 15:21:39.092127
Good
Yes
Weekly
House
467
1,161,573
64
Male
45,774
Married
0
Bachelor's
null
25.293758
Rural
Basic
0
0
688
7
2020-09-20 15:21:39.237118
null
Yes
Daily
Apartment
1,676
1,161,574
38
Male
17,072
Divorced
2
Master's
Employed
28.566735
Rural
Premium
1
6
607
1
2020-10-06 15:21:39.191219
Average
Yes
Weekly
Condo
2,443
1,161,575
20
Female
27,442
Married
0
Bachelor's
Employed
8.927648
Urban
Basic
1
15
742
7
2022-04-13 15:21:39.143708
Average
No
Weekly
Apartment
743
1,161,576
35
Female
43,430
Single
1
PhD
Unemployed
12.898419
Urban
Basic
null
0
null
7
2021-06-08 15:21:39.177724
Good
Yes
Weekly
Condo
642
1,161,577
22
Male
17,227
Divorced
0
Master's
null
32.288737
Rural
Comprehensive
2
17
619
6
2020-07-13 15:21:39.134960
Poor
No
Weekly
House
1,270
1,161,578
60
Male
106,611
null
1
PhD
Self-Employed
null
Urban
Comprehensive
null
10
772
1
2021-07-28 15:21:39.155231
Average
No
Monthly
Condo
471
1,161,579
19
Female
5,848
Married
0
PhD
null
34.652466
Urban
Premium
2
6
711
4
2021-09-27 15:21:39.237118
Good
Yes
Weekly
Apartment
2,691
1,161,580
54
Female
16,992
Married
2
Bachelor's
Employed
18.634193
Urban
Basic
3
13
null
9
2020-02-22 15:21:39.222387
Average
Yes
Monthly
Condo
1,755
1,161,581
33
Female
5,126
Married
4
Master's
null
24.410909
Rural
Comprehensive
1
0
728
5
2022-04-27 15:21:39.175719
Good
No
Weekly
Condo
1,283
1,161,582
58
Female
39,096
Single
4
High School
Employed
41.724388
Urban
Premium
0
3
586
7
2022-11-22 15:21:39.155231
Good
No
Monthly
Apartment
3,414
1,161,583
51
Female
83,417
Divorced
null
PhD
null
12.293753
Suburban
Comprehensive
1
11
453
8
2023-02-22 15:21:39.265513
Average
No
Weekly
House
1,580
1,161,584
50
Female
38,815
Single
3
Master's
null
12.008062
Rural
Premium
null
9
347
2
2022-02-03 15:21:39.237118
Poor
Yes
Weekly
Condo
1,898
1,161,585
null
Male
9,907
Single
3
High School
Self-Employed
9.988649
Urban
Premium
2
13
628
4
2020-02-28 15:21:39.237118
Good
Yes
Daily
Apartment
1,478
1,161,586
18
Male
2,412
Married
0
PhD
Unemployed
42.657839
Urban
Premium
null
2
null
2
2019-08-17 15:21:39.146733
Good
No
Monthly
Apartment
397
1,161,587
63
Male
88,851
Married
1
Bachelor's
Employed
45.783798
Urban
Basic
2
4
null
7
2020-01-22 15:21:39.131192
Average
Yes
Monthly
Apartment
20
1,161,588
19
Male
40,228
Married
3
Bachelor's
Employed
20.634008
Urban
Premium
1
19
841
9
2022-07-03 15:21:39.126661
Poor
Yes
Rarely
Condo
678
1,161,589
46
Female
26,507
Single
4
High School
null
33.836659
Urban
Premium
2
12
790
8
2020-08-31 15:21:39.285112
Average
No
Daily
House
1,600
1,161,590
28
Female
11,576
Single
0
PhD
Unemployed
20.984644
Rural
Basic
1
7
831
3
2019-08-29 15:21:39.128286
Good
No
Daily
House
713
1,161,591
43
Male
16,843
Single
3
High School
null
41.995795
Urban
Basic
0
5
326
9
2021-05-03 15:21:39.218388
Poor
Yes
Daily
Condo
717
1,161,592
27
Female
52,219
Married
0
High School
null
51.506424
Urban
Premium
2
14
791
9
2020-05-23 15:21:39.082499
Good
No
Weekly
Apartment
733
1,161,593
26
Female
5,711
Divorced
0
Master's
Employed
21.726785
Suburban
Comprehensive
0
15
null
7
2024-07-20 15:21:39.086123
Poor
No
Weekly
Condo
1,602
1,161,594
59
Male
1,351
Married
3
Master's
Unemployed
37.945169
Urban
Comprehensive
4
11
438
6
2022-10-17 15:21:39.134960
Average
Yes
Rarely
House
1,616
1,161,595
42
Female
13,894
Divorced
4
Bachelor's
Employed
17.052779
Urban
Premium
null
1
571
2
2021-11-10 15:21:39.134960
Poor
Yes
Monthly
Condo
1,452
1,161,596
43
Male
16,375
Single
0
PhD
Employed
45.294411
Urban
Basic
2
18
716
3
2023-06-05 15:21:39.221386
Good
No
Daily
House
355
1,161,597
24
Male
8,876
Single
0
High School
null
4.814991
Rural
Premium
2
10
752
9
2022-01-27 15:21:39.155231
Average
Yes
Monthly
House
1,452
1,161,598
23
Male
36,564
Married
4
Bachelor's
null
16.93911
Suburban
Basic
null
5
658
6
2020-01-18 15:21:39.261856
Average
No
Weekly
House
364
1,161,599
57
Male
91,681
Divorced
3
PhD
Employed
null
Urban
Comprehensive
1
11
685
9
2022-12-23 15:21:39.093681
Good
No
Monthly
House
2,574