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
35,600
42
Female
65,429
Single
2
Bachelor's
Self-Employed
10.484308
Rural
Basic
2
14
765
6
2021-01-24 15:21:39.114118
Good
No
Weekly
Apartment
2,982
35,601
39
Female
79,822
Married
0
High School
Self-Employed
6.881657
Urban
Basic
null
11
469
2
2021-03-03 15:21:39.149731
Poor
No
Rarely
Apartment
2,264
35,602
24
Male
33,530
Single
4
Bachelor's
Employed
47.673826
Urban
Comprehensive
2
10
611
6
2021-11-09 15:21:39.229482
Poor
Yes
Monthly
House
624
35,603
59
Female
1,310
Single
3
PhD
Unemployed
20.946019
Suburban
Basic
1
19
643
7
2023-06-11 15:21:39.117183
Poor
Yes
Rarely
House
193
35,604
54
Male
15,761
Divorced
3
Bachelor's
Unemployed
16.908708
Suburban
Comprehensive
1
15
769
9
2024-05-17 15:21:39.185215
Average
No
Monthly
Apartment
675
35,605
30
Male
6,897
Divorced
null
Bachelor's
Self-Employed
23.828797
Urban
Basic
2
18
798
3
2022-04-02 15:21:39.244069
Good
No
Rarely
House
1,008
35,606
19
Male
null
Single
0
Master's
Employed
40.780908
Rural
Basic
1
6
533
3
2023-06-08 15:21:39.134960
Poor
Yes
Rarely
House
45
35,607
48
Male
43,878
Single
1
PhD
null
37.478628
Suburban
Premium
0
19
425
8
2020-10-24 15:21:39.100695
Poor
Yes
Rarely
Apartment
1,049
35,608
29
Female
958
Married
2
Master's
Employed
25.613713
Rural
Premium
null
7
309
8
2022-10-06 15:21:39.134960
Poor
No
Daily
House
141
35,609
53
Male
34,432
Single
0
Bachelor's
null
31.672854
Rural
Premium
0
19
840
7
2024-04-18 15:21:39.271453
Good
Yes
Daily
Condo
1,368
35,610
33
Male
16,078
Single
4
High School
Self-Employed
27.292917
Suburban
Basic
0
19
792
2
2024-04-16 15:21:39.255696
Average
No
Weekly
Condo
2,393
35,611
53
Male
4,869
Married
0
PhD
Self-Employed
22.944637
Suburban
Premium
1
11
507
3
2021-01-13 15:21:39.226954
Average
Yes
Daily
Condo
1,420
35,612
41
Female
11,036
Divorced
null
High School
Self-Employed
43.898577
Rural
Basic
null
10
null
3
2022-08-29 15:21:39.210805
Good
No
Monthly
Apartment
865
35,613
47
Male
2,679
Single
0
Master's
null
26.68757
Rural
Comprehensive
2
6
719
3
2020-02-26 15:21:39.180553
Good
No
Daily
Apartment
708
35,614
29
Female
38,916
Divorced
4
Master's
Unemployed
43.917334
Urban
Comprehensive
0
13
null
4
2020-12-19 15:21:39.194829
Poor
Yes
Monthly
House
1,852
35,615
33
Female
38,222
Divorced
0
Master's
Employed
17.840471
Rural
Premium
null
10
731
2
2020-06-23 15:21:39.185215
Good
Yes
Weekly
Apartment
585
35,616
31
Male
22,225
Divorced
2
PhD
Employed
26.89156
Rural
Premium
0
7
693
2
2020-02-23 15:21:39.180553
Poor
Yes
Weekly
House
276
35,617
55
Male
859
Married
1
Bachelor's
null
16.785417
Urban
Basic
1
13
310
9
2023-10-02 15:21:39.154008
Average
No
Monthly
Condo
955
35,618
44
Male
25
Single
1
PhD
Employed
29.682597
Suburban
Comprehensive
1
7
822
4
2024-06-20 15:21:39.237118
Average
No
Monthly
Condo
1,051
35,619
null
Female
25,800
Married
0
High School
null
33.944281
Suburban
Premium
0
11
779
3
2021-07-18 15:21:39.274993
Average
Yes
Monthly
Condo
1,361
35,620
28
Female
15,258
Divorced
4
Master's
null
22.173502
Urban
Premium
0
0
null
6
2022-10-30 15:21:39.223901
Good
No
Monthly
Apartment
2,446
35,621
62
Male
71,208
Married
4
Bachelor's
null
31.854995
Suburban
Basic
2
6
437
3
2024-06-16 15:21:39.080184
Good
No
Weekly
House
1,085
35,622
24
Male
10,881
Single
4
Bachelor's
null
33.89234
Urban
Premium
0
16
637
8
2024-05-25 15:21:39.134960
Good
No
Rarely
House
1,588
35,623
29
Female
26,203
Single
0
Bachelor's
Self-Employed
38.711562
Rural
Comprehensive
null
5
839
7
2023-03-25 15:21:39.261856
Average
Yes
Monthly
Apartment
1,593
35,624
28
Male
18,794
Single
1
Master's
Employed
null
Rural
Comprehensive
2
2
679
9
2022-10-29 15:21:39.288099
Poor
No
Rarely
Condo
815
35,625
56
Female
7,098
Divorced
4
High School
Self-Employed
17.749626
Urban
Basic
null
8
774
5
2023-10-30 15:21:39.237118
Good
Yes
Daily
House
1,071
35,626
36
Male
44,749
Divorced
4
Master's
Unemployed
5.973505
Urban
Basic
1
19
564
2
2020-06-26 15:21:39.134960
Poor
Yes
Monthly
Condo
827
35,627
45
Female
44,747
Divorced
4
Bachelor's
null
14.86516
Suburban
Comprehensive
0
0
765
5
2021-07-22 15:21:39.154008
Poor
Yes
Monthly
House
2,236
35,628
18
Male
24
Single
4
Bachelor's
Employed
20.823442
Rural
Premium
1
15
764
7
2024-05-05 15:21:39.079128
Average
Yes
Monthly
Condo
595
35,629
18
Female
2,690
Single
0
Master's
Employed
13.87856
Suburban
Basic
1
13
805
8
2021-05-04 15:21:39.147735
Average
No
Daily
Apartment
4,435
35,630
23
Female
5,902
Divorced
0
High School
null
22.474438
Rural
Premium
2
14
566
1
2023-01-11 15:21:39.155231
Poor
No
Rarely
House
515
35,631
27
Female
1,098
Single
4
High School
null
19.452915
Urban
Premium
0
19
767
7
2021-01-07 15:21:39.086123
Good
No
Daily
Condo
2,472
35,632
29
Male
4,870
Single
1
Master's
Unemployed
51.157639
Suburban
Basic
null
14
341
9
2023-10-28 15:21:39.147735
Poor
Yes
Daily
Condo
535
35,633
54
Male
62,368
Divorced
4
Master's
null
42.653781
Suburban
Premium
null
8
812
7
2021-06-24 15:21:39.283783
Poor
No
Rarely
House
112
35,634
46
Male
7,092
Single
null
PhD
Employed
40.164027
Suburban
Basic
1
1
507
1
2020-01-28 15:21:39.225916
Good
Yes
Daily
Apartment
2,510
35,635
60
Female
39,078
Single
0
PhD
Employed
18.263611
Urban
Comprehensive
0
5
751
2
2024-02-26 15:21:39.126661
Poor
Yes
Weekly
Apartment
940
35,636
25
Male
74,985
Single
2
Master's
Self-Employed
12.914562
Urban
Comprehensive
null
17
519
8
2022-08-17 15:21:39.155231
Poor
Yes
Weekly
Condo
397
35,637
38
Female
5,530
Single
4
High School
Unemployed
19.3039
Suburban
Premium
0
10
441
9
2022-08-15 15:21:39.288099
Poor
No
Daily
Apartment
781
35,638
42
Female
29,210
Single
1
Bachelor's
null
9.959327
Suburban
Premium
null
2
592
1
2021-08-31 15:21:39.173834
Average
Yes
Monthly
House
542
35,639
60
Female
2,579
Single
0
Bachelor's
Employed
27.39137
Rural
Comprehensive
2
2
567
4
2024-05-20 15:21:39.155231
Good
Yes
Monthly
House
3,227
35,640
45
Male
26,553
Single
2
High School
Employed
30.085629
Rural
Basic
2
19
null
5
2021-05-02 15:21:39.122134
Average
No
Monthly
House
1,014
35,641
51
Male
2,833
Single
1
PhD
Unemployed
51.591674
Suburban
Premium
null
9
638
6
2022-04-14 15:21:39.172097
Average
No
Rarely
House
361
35,642
60
Female
64,274
Single
0
Bachelor's
null
47.453174
Rural
Basic
1
4
582
1
2020-12-04 15:21:39.259788
Good
No
Weekly
House
92
35,643
60
Female
2,563
Divorced
3
Master's
Employed
28.973194
Urban
Comprehensive
2
15
528
8
2021-04-16 15:21:39.134960
Average
Yes
Monthly
Apartment
1,790
35,644
25
Male
125,099
Married
1
Bachelor's
Self-Employed
null
Suburban
Comprehensive
1
13
307
6
2024-05-08 15:21:39.167099
Average
Yes
Monthly
Condo
3,618
35,645
63
Male
20,639
Married
4
High School
Employed
21.58965
Rural
Comprehensive
1
0
550
3
2022-05-04 15:21:39.249100
Average
No
Daily
Apartment
3,849
35,646
56
Male
1,175
Married
2
Bachelor's
Employed
15.967285
Suburban
Basic
0
1
653
1
2019-08-27 15:21:39.273973
Average
No
Rarely
Apartment
2,200
35,647
23
Male
11,505
Single
3
PhD
null
11.917204
Urban
Basic
null
8
614
5
2020-08-20 15:21:39.288099
Poor
Yes
Daily
House
763
35,648
19
Female
18,791
Single
2
High School
null
48.068478
Rural
Basic
1
3
572
2
2023-06-29 15:21:39.174719
Poor
Yes
Monthly
Apartment
2,044
35,649
58
Male
2,396
Single
null
Master's
Self-Employed
36.818833
Suburban
Premium
1
10
575
6
2024-02-07 15:21:39.134960
Good
Yes
Daily
Condo
2,840
35,650
45
Male
20,300
Married
1
High School
null
24.63317
Suburban
Premium
2
19
796
5
2021-11-30 15:21:39.257696
Average
Yes
Weekly
House
1,325
35,651
55
Female
1,322
Married
3
High School
Self-Employed
46.793473
Suburban
Comprehensive
null
1
554
2
2022-09-14 15:21:39.278402
Average
Yes
Monthly
Condo
3,111
35,652
41
Male
35,330
Single
1
Bachelor's
Unemployed
20.273386
Rural
Basic
null
2
null
7
2024-01-19 15:21:39.190215
Poor
Yes
Rarely
Condo
1,172
35,653
26
Female
5,574
Divorced
3
Bachelor's
Self-Employed
27.078911
Suburban
Basic
3
1
680
3
2024-02-24 15:21:39.272456
Poor
Yes
Daily
House
1,509
35,654
27
Male
15,133
Single
null
Bachelor's
Self-Employed
18.930712
Rural
Basic
0
9
356
6
2023-01-13 15:21:39.110557
Average
Yes
Rarely
Apartment
1,606
35,655
23
Male
14,081
Divorced
4
High School
Employed
28.151176
Rural
Basic
0
9
null
3
2020-09-22 15:21:39.134960
Poor
Yes
Rarely
Condo
892
35,656
39
Female
null
Single
null
PhD
Employed
49.79045
Rural
Basic
1
2
805
4
2023-07-02 15:21:39.282785
null
No
Rarely
House
2,326
35,657
50
Male
5,866
Divorced
2
Bachelor's
null
18.818157
Rural
Premium
null
12
476
9
2022-05-24 15:21:39.082499
Average
No
Weekly
Apartment
1,251
35,658
35
Male
null
Married
1
Bachelor's
Employed
30.912813
Urban
Premium
0
19
524
8
2022-11-25 15:21:39.194829
Good
Yes
Monthly
Apartment
241
35,659
55
Female
1,806
Divorced
3
Master's
Employed
23.935277
Suburban
Basic
null
12
587
6
2019-11-04 15:21:39.283783
Poor
No
Daily
Condo
469
35,660
26
Male
72,334
Single
0
Bachelor's
Unemployed
4.726113
Suburban
Premium
1
4
668
8
2019-10-11 15:21:39.097737
Average
No
Weekly
House
1,946
35,661
null
Male
118,515
Divorced
3
PhD
Unemployed
14.297989
Rural
Premium
1
14
305
2
2024-05-13 15:21:39.231531
Poor
No
Weekly
Condo
131
35,662
55
Male
102,317
Single
4
PhD
Unemployed
7.154953
Urban
Basic
2
14
321
2
2021-07-13 15:21:39.274993
Poor
Yes
Rarely
Condo
1,536
35,663
44
Male
88,431
Married
3
High School
Employed
34.155523
Urban
Premium
1
3
324
8
2021-08-06 15:21:39.231531
Poor
No
Rarely
Apartment
1,044
35,664
57
Male
40,279
Single
4
PhD
Unemployed
24.073223
Suburban
Basic
0
10
762
6
2022-06-17 15:21:39.134960
Good
Yes
Rarely
Apartment
584
35,665
56
Male
3,689
Married
3
High School
Employed
31.175558
Suburban
Premium
0
11
517
8
2022-02-07 15:21:39.290098
Poor
No
Monthly
Condo
2,682
35,666
58
Male
37,559
Married
2
Master's
null
14.096973
Urban
Comprehensive
0
17
728
5
2023-02-07 15:21:39.155231
Average
Yes
Weekly
Apartment
689
35,667
54
Male
74,063
Married
3
Bachelor's
Employed
26.966002
Suburban
Comprehensive
1
2
839
8
2022-01-19 15:21:39.134960
Average
No
Rarely
Apartment
264
35,668
57
Male
84,866
Single
4
Bachelor's
Self-Employed
33.086857
Rural
Comprehensive
2
19
662
3
2021-10-26 15:21:39.205850
Good
Yes
Weekly
Apartment
146
35,669
30
Male
3,631
Divorced
3
Master's
Self-Employed
19.034981
Urban
Basic
1
7
506
7
2022-06-14 15:21:39.147735
Good
No
Monthly
Apartment
776
35,670
45
Male
75,343
Married
3
Bachelor's
Self-Employed
24.087892
Rural
Comprehensive
1
14
553
1
2022-12-07 15:21:39.087123
Good
Yes
Daily
House
245
35,671
52
Female
46,102
Divorced
2
High School
null
4.666737
Rural
Comprehensive
1
2
670
5
2022-07-12 15:21:39.092127
Poor
No
Daily
House
1,482
35,672
57
Male
16,459
Divorced
4
Bachelor's
Self-Employed
30.783059
Urban
Premium
0
19
658
4
2023-04-06 15:21:39.168099
Poor
Yes
Monthly
House
1,741
35,673
35
Female
null
Married
3
PhD
Self-Employed
33.34495
Urban
Premium
3
4
324
4
2023-01-14 15:21:39.182597
null
No
Monthly
Condo
1,414
35,674
48
Male
15,983
Divorced
0
High School
Employed
19.619066
Rural
Premium
2
17
466
3
2021-11-11 15:21:39.105504
Good
No
Daily
Condo
1,281
35,675
30
Female
29,389
Married
3
Bachelor's
Unemployed
29.966408
Urban
Basic
2
3
671
4
2024-07-15 15:21:39.189223
Poor
No
Weekly
Condo
1,435
35,676
37
Female
5,962
Divorced
1
Master's
Self-Employed
14.735658
Suburban
Basic
null
9
494
1
2020-09-17 15:21:39.107553
Poor
Yes
Daily
House
819
35,677
42
Male
56,531
Divorced
4
PhD
Self-Employed
29.35633
Urban
Premium
3
13
459
7
2019-10-04 15:21:39.106582
Average
Yes
Daily
House
542
35,678
33
Female
30,287
Single
3
Master's
Self-Employed
5.783492
Rural
Comprehensive
1
12
700
8
2023-09-30 15:21:39.265513
Average
Yes
Monthly
Condo
1,791
35,679
48
Female
25,265
Divorced
2
Bachelor's
Self-Employed
14.647967
Rural
Basic
0
6
681
8
2023-05-20 15:21:39.226954
Good
Yes
Rarely
House
446
35,680
23
Male
11,916
Single
4
Bachelor's
Self-Employed
5.092306
Urban
Premium
null
9
829
7
2023-01-31 15:21:39.134960
Average
No
Weekly
Condo
686
35,681
41
Female
35,259
Single
4
High School
Unemployed
50.183348
Rural
Comprehensive
0
4
595
2
2021-06-10 15:21:39.271453
Average
Yes
Monthly
House
301
35,682
22
Male
43,949
Single
2
Bachelor's
Employed
9.291409
Urban
Comprehensive
null
17
781
7
2023-08-13 15:21:39.237118
Average
No
Weekly
House
1,183
35,683
25
Female
4,747
Single
3
PhD
Employed
42.681812
Rural
Comprehensive
2
8
709
7
2021-02-03 15:21:39.279729
Good
No
Rarely
Apartment
627
35,684
36
Female
26,904
Divorced
0
High School
null
33.812987
Suburban
Comprehensive
0
1
596
1
2023-12-08 15:21:39.226954
Poor
Yes
Monthly
House
774
35,685
52
Female
45,901
Divorced
1
Bachelor's
Employed
47.818992
Suburban
Comprehensive
0
0
817
1
2019-10-31 15:21:39.172097
Poor
Yes
Monthly
Condo
2,922
35,686
28
Female
12,056
Divorced
4
Master's
Self-Employed
22.774297
Rural
Premium
0
8
null
3
2023-04-14 15:21:39.155231
Good
Yes
Daily
Condo
1,196
35,687
34
Male
27,273
Single
3
Bachelor's
Unemployed
32.270015
Urban
Comprehensive
1
5
709
9
2022-09-25 15:21:39.126661
Poor
No
Daily
House
1,602
35,688
55
Male
2,570
Divorced
null
Bachelor's
Employed
24.59337
Suburban
Comprehensive
null
5
626
7
2021-12-26 15:21:39.134960
Average
No
Weekly
Condo
33
35,689
32
Male
34,403
Married
1
Master's
Unemployed
29.976374
Suburban
Premium
0
8
350
6
2024-02-12 15:21:39.155231
Good
No
Weekly
Apartment
1,873
35,690
57
Female
140,811
Married
2
Bachelor's
null
43.590593
Urban
Comprehensive
2
2
696
2
2020-02-17 15:21:39.237118
Average
Yes
Daily
House
115
35,691
20
Female
11,587
Divorced
2
Bachelor's
Unemployed
17.283639
Rural
Premium
1
15
717
9
2024-01-31 15:21:39.172097
Poor
Yes
Monthly
Condo
447
35,692
21
Male
2,310
Married
1
Master's
Self-Employed
45.570637
Urban
Basic
null
0
725
1
2020-02-08 15:21:39.254678
Poor
Yes
Monthly
Apartment
3,474
35,693
24
Male
5,515
Divorced
2
Bachelor's
null
41.036948
Rural
Basic
null
3
732
1
2021-05-14 15:21:39.278402
Good
Yes
Monthly
House
605
35,694
42
Male
2,522
Divorced
0
PhD
null
19.691457
Rural
Basic
2
16
464
6
2021-02-02 15:21:39.217387
Poor
Yes
Rarely
Apartment
2,536
35,695
30
Female
1,258
Married
2
Bachelor's
Employed
25.666873
Suburban
Basic
1
5
null
6
2020-05-22 15:21:39.132191
Average
No
Rarely
Apartment
371
35,696
54
Female
8,078
null
1
High School
null
36.868342
Suburban
Basic
null
7
658
2
2019-10-11 15:21:39.126661
Good
Yes
Daily
Condo
727
35,697
24
Male
263
Divorced
1
Master's
Unemployed
19.352554
Rural
Comprehensive
1
19
null
1
2022-04-28 15:21:39.088124
Average
No
Daily
Apartment
907
35,698
25
Male
42,391
Divorced
2
Bachelor's
Unemployed
16.616732
Rural
Basic
0
14
459
9
2024-05-26 15:21:39.228521
Good
No
Daily
Condo
437
35,699
37
Female
38,572
Single
0
PhD
null
11.743454
Urban
Comprehensive
null
8
704
3
2024-08-08 15:21:39.207847
Good
No
Rarely
House
3,079