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
26,500
58
Male
47,931
null
0
Master's
Self-Employed
22.453316
Rural
Comprehensive
1
17
518
6
2019-11-09 15:21:39.102694
Poor
No
Rarely
House
2,385
26,501
19
Male
38,615
Divorced
3
High School
Employed
25.981658
Urban
Comprehensive
1
4
729
7
2021-01-13 15:21:39.154008
Good
Yes
Rarely
Condo
1,237
26,502
62
Male
27,950
Divorced
1
PhD
null
21.816873
Urban
Comprehensive
0
9
539
4
2022-06-16 15:21:39.134960
Poor
Yes
Rarely
House
1,618
26,503
55
Male
35,297
Divorced
4
Bachelor's
Employed
42.053171
Suburban
Premium
0
15
434
7
2020-03-05 15:21:39.249100
Average
No
Rarely
Condo
1,201
26,504
60
Female
914
Single
4
PhD
Unemployed
11.923892
Urban
Basic
1
16
440
1
2020-12-29 15:21:39.185215
Average
No
Weekly
Apartment
821
26,505
21
Male
43,431
Single
0
PhD
null
null
Urban
Comprehensive
0
9
447
6
2023-08-07 15:21:39.134960
Average
No
Rarely
Condo
805
26,506
25
Male
18,705
Divorced
3
Bachelor's
Employed
20.162328
Rural
Comprehensive
null
7
477
6
2021-08-24 15:21:39.155231
Good
Yes
Monthly
House
2,371
26,507
58
Male
12,163
Married
0
Master's
Unemployed
29.067786
Rural
Premium
1
0
null
6
2022-05-02 15:21:39.134960
Average
Yes
Monthly
Apartment
907
26,508
64
Female
43,970
Married
2
Bachelor's
Self-Employed
40.291224
Rural
Premium
0
3
null
7
2020-06-19 15:21:39.092127
Good
Yes
Monthly
Condo
1,726
26,509
26
Female
null
Married
3
PhD
Self-Employed
33.267875
Urban
Premium
null
18
408
7
2024-07-09 15:21:39.130190
Good
No
Daily
House
1,348
26,510
52
Male
15,259
Divorced
0
Bachelor's
Unemployed
null
Rural
Premium
2
3
581
8
2022-02-21 15:21:39.237118
Average
No
Rarely
Condo
603
26,511
51
Male
24,459
Single
4
PhD
null
8.869786
Suburban
Basic
1
4
316
6
2021-03-22 15:21:39.194829
Average
Yes
Monthly
House
508
26,512
23
Female
29,596
Divorced
4
Master's
Self-Employed
3.545469
Rural
Premium
null
15
453
6
2021-03-03 15:21:39.123711
Poor
No
Monthly
Apartment
2,383
26,513
54
Male
438
Married
4
Master's
null
10.417546
Suburban
Comprehensive
null
13
729
5
2024-07-16 15:21:39.272456
null
No
Daily
Condo
557
26,514
31
Female
55,645
Single
4
High School
Unemployed
31.809561
Urban
Premium
1
5
null
6
2019-12-20 15:21:39.273973
Average
No
Weekly
House
110
26,515
47
Male
52,324
Single
3
Bachelor's
null
26.878602
Suburban
Basic
0
2
null
8
2024-06-25 15:21:39.172097
Poor
No
Rarely
Apartment
383
26,516
43
Female
28,320
Single
4
High School
Unemployed
14.823772
Suburban
Comprehensive
0
6
null
2
2021-02-03 15:21:39.204790
Good
Yes
Weekly
Apartment
531
26,517
null
Male
28,193
Married
2
Master's
Self-Employed
22.824972
Suburban
Basic
null
5
635
8
2022-01-22 15:21:39.098696
Good
Yes
Rarely
Condo
952
26,518
null
Male
20,193
Divorced
0
Bachelor's
Employed
24.927505
Suburban
Basic
null
18
645
1
2022-01-28 15:21:39.134960
Good
No
Weekly
Condo
3,104
26,519
25
Male
3,532
Married
4
PhD
Unemployed
6.716798
Rural
Basic
2
7
null
7
2023-01-07 15:21:39.172097
Poor
Yes
Rarely
Apartment
3,279
26,520
27
Female
46,327
Divorced
4
Bachelor's
null
null
Suburban
Basic
1
18
523
1
2020-07-12 15:21:39.105504
Average
No
Weekly
Condo
582
26,521
64
Male
35,706
Married
0
PhD
null
26.738706
Suburban
Premium
null
0
694
8
2022-11-14 15:21:39.134960
Good
Yes
Weekly
Apartment
134
26,522
60
Male
24,654
Divorced
4
Master's
Unemployed
22.928782
Urban
Premium
null
2
776
8
2022-01-29 15:21:39.155231
Average
No
Monthly
House
807
26,523
41
Male
27,241
Married
4
PhD
null
44.783364
Rural
Premium
0
17
806
5
2024-08-10 15:21:39.194829
Average
Yes
Weekly
Apartment
748
26,524
54
Male
43,782
Divorced
2
Bachelor's
Self-Employed
11.813307
Suburban
Premium
2
14
758
5
2022-08-08 15:21:39.205850
Poor
Yes
Monthly
Condo
472
26,525
46
Male
30,372
Divorced
3
PhD
null
31.776494
Rural
Premium
4
10
662
1
2020-07-14 15:21:39.132191
Good
No
Rarely
Condo
1,731
26,526
52
Female
108,640
Divorced
2
Bachelor's
Employed
31.377847
Urban
Comprehensive
0
2
457
7
2024-05-19 15:21:39.221386
null
No
Rarely
Apartment
1,411
26,527
55
Male
924
Married
4
Master's
Self-Employed
22.231906
Urban
Basic
0
6
351
2
2024-02-04 15:21:39.190215
Poor
No
Weekly
House
223
26,528
62
Male
72,967
Divorced
3
Bachelor's
null
20.964205
Rural
Premium
1
17
382
7
2024-03-06 15:21:39.231531
Average
No
Rarely
Apartment
669
26,529
34
Female
1,386
Divorced
null
Master's
Unemployed
23.643828
Urban
Basic
0
7
464
7
2024-02-15 15:21:39.244069
Average
Yes
Weekly
Condo
37
26,530
45
Female
85,888
Divorced
0
Bachelor's
Unemployed
31.856993
Urban
Comprehensive
1
4
493
7
2023-03-22 15:21:39.200452
Good
Yes
Monthly
Apartment
2,196
26,531
37
Female
2,071
Married
4
High School
Self-Employed
25.392391
Urban
Basic
2
16
476
7
2020-05-09 15:21:39.132191
Good
No
Weekly
Apartment
805
26,532
24
Female
37,253
Married
2
Bachelor's
Self-Employed
46.638397
Urban
Comprehensive
0
16
639
4
2023-08-24 15:21:39.261856
Average
No
Rarely
House
1,035
26,533
52
Female
71,305
Married
4
Bachelor's
null
28.980745
Rural
Premium
3
4
446
8
2021-01-10 15:21:39.287115
Poor
No
Weekly
House
432
26,534
53
Male
6,247
Married
0
High School
null
10.337028
Suburban
Basic
1
3
null
3
2020-05-26 15:21:39.166062
Poor
No
Rarely
House
645
26,535
20
Male
null
Divorced
3
Master's
null
5.46067
Suburban
Premium
0
16
320
5
2020-11-05 15:21:39.092127
Good
Yes
Monthly
House
1,610
26,536
33
Female
7,747
Divorced
0
PhD
null
8.426635
Suburban
Basic
null
8
null
5
2023-04-20 15:21:39.134960
Average
No
Weekly
House
662
26,537
63
Male
3,453
Divorced
3
High School
null
36.263631
Suburban
Basic
2
8
668
6
2023-10-22 15:21:39.202448
Average
Yes
Rarely
Apartment
2,484
26,538
48
Female
26,360
Married
4
Master's
Employed
44.265024
Suburban
Basic
null
9
613
8
2022-03-29 15:21:39.172097
Poor
No
Daily
House
24
26,539
36
Male
23,892
Single
1
Master's
Unemployed
41.788425
Suburban
Basic
0
18
384
7
2023-06-29 15:21:39.145732
Good
No
Daily
Apartment
1,516
26,540
18
Female
10,096
Divorced
3
High School
null
36.876034
Urban
Premium
0
15
null
4
2021-06-23 15:21:39.237118
Average
No
Weekly
Apartment
543
26,541
54
Female
1,322
Divorced
4
PhD
Employed
11.730837
Urban
Premium
null
17
307
7
2021-08-20 15:21:39.177724
Good
Yes
Rarely
Condo
614
26,542
43
Female
28,424
Divorced
3
Bachelor's
Unemployed
46.632308
Suburban
Comprehensive
0
15
719
5
2021-08-22 15:21:39.253660
Average
No
Daily
Apartment
101
26,543
27
Male
26,419
Divorced
0
High School
Unemployed
49.792625
Urban
Premium
0
19
766
2
2022-06-04 15:21:39.288099
Average
Yes
Daily
Apartment
1,524
26,544
48
Male
70,841
Single
2
Bachelor's
Self-Employed
null
Suburban
Basic
1
16
632
3
2022-04-23 15:21:39.254678
Good
No
Weekly
Condo
3,038
26,545
35
Female
3,898
Divorced
2
Master's
Self-Employed
8.846507
Rural
Premium
3
7
null
8
2024-02-05 15:21:39.102694
Average
Yes
Monthly
House
963
26,546
40
Male
17,097
Single
3
PhD
Unemployed
49.827247
Urban
Premium
null
12
621
5
2023-06-24 15:21:39.150730
Poor
No
Weekly
Condo
969
26,547
49
Male
18,795
Single
0
High School
Unemployed
15.646602
Suburban
Comprehensive
0
19
748
2
2023-07-26 15:21:39.178918
Good
Yes
Monthly
Condo
2,436
26,548
46
Male
28,108
Single
1
PhD
Unemployed
48.067927
Rural
Comprehensive
2
8
459
6
2023-11-13 15:21:39.131192
Good
No
Monthly
Condo
736
26,549
53
Male
8,054
Married
null
High School
Unemployed
16.335555
Suburban
Basic
2
15
null
7
2020-12-09 15:21:39.124659
Average
No
Monthly
House
508
26,550
27
Female
926
Single
3
High School
null
15.319466
Suburban
Premium
1
11
null
9
2019-09-16 15:21:39.248098
Average
Yes
Monthly
Condo
428
26,551
56
Male
36,273
Married
null
Master's
Self-Employed
31.07014
Rural
Premium
null
12
null
5
2023-12-14 15:21:39.259788
Average
No
Weekly
House
1,257
26,552
57
Female
15,540
Divorced
0
PhD
Self-Employed
9.979144
Urban
Basic
2
18
652
2
2023-10-28 15:21:39.133866
Good
No
Weekly
Condo
320
26,553
49
Female
10,047
Single
0
Master's
Self-Employed
32.792836
Suburban
Premium
null
6
398
7
2023-05-25 15:21:39.130190
Average
Yes
Weekly
Condo
1,804
26,554
38
Female
28,991
Divorced
4
PhD
Unemployed
20.922897
Suburban
Premium
1
19
634
5
2020-07-09 15:21:39.214388
Good
Yes
Rarely
Apartment
963
26,555
54
Female
7,845
Married
3
PhD
Employed
40.837478
Suburban
Comprehensive
null
9
676
9
2020-11-28 15:21:39.188220
Average
No
Weekly
Apartment
40
26,556
51
Female
118,584
Married
4
PhD
Self-Employed
19.07174
Rural
Comprehensive
1
3
397
6
2023-10-25 15:21:39.250151
Poor
Yes
Daily
Condo
1,842
26,557
36
Male
1,577
Single
1
Master's
null
null
Rural
Comprehensive
2
14
698
3
2021-07-13 15:21:39.248098
Average
No
Weekly
Apartment
2,316
26,558
19
Male
45,652
Single
1
Master's
null
13.28644
Urban
Premium
0
0
657
1
2023-10-21 15:21:39.155231
Good
Yes
Daily
House
1,180
26,559
52
Male
38,662
Married
3
High School
Unemployed
6.80489
Rural
Basic
null
0
775
8
2024-08-13 15:21:39.084065
Average
No
Monthly
House
827
26,560
24
Male
26,381
Married
3
Bachelor's
null
19.813554
Urban
Comprehensive
2
9
null
3
2022-08-24 15:21:39.133866
Good
No
Rarely
Condo
661
26,561
31
Male
5,815
Married
3
PhD
Unemployed
22.849092
Suburban
Premium
2
3
null
7
2024-03-23 15:21:39.134960
Poor
No
Daily
Condo
4,959
26,562
31
Male
44,773
Divorced
3
PhD
Employed
14.793336
Urban
Premium
1
17
709
8
2021-05-29 15:21:39.193945
Good
No
Daily
Condo
1,138
26,563
34
Female
35,694
Divorced
2
High School
Employed
26.547177
Suburban
Premium
3
17
733
9
2022-01-31 15:21:39.248098
Good
No
Daily
Condo
1,085
26,564
53
Male
null
Divorced
3
Master's
Self-Employed
35.882077
Suburban
Basic
2
10
759
1
2023-05-30 15:21:39.222387
Poor
Yes
Daily
Apartment
2,180
26,565
25
Male
46,314
Married
2
Master's
Unemployed
null
Urban
Basic
1
14
699
1
2022-04-01 15:21:39.237118
Good
No
Monthly
House
956
26,566
44
Male
1,385
Married
2
Master's
Unemployed
13.486813
Urban
Basic
0
14
null
5
2020-04-25 15:21:39.147735
Poor
No
Monthly
House
3,038
26,567
55
Female
88,924
Married
0
PhD
Employed
48.336586
Rural
Basic
2
2
418
1
2023-01-23 15:21:39.118178
Average
No
Weekly
Apartment
299
26,568
58
Female
2,934
Divorced
4
Master's
Unemployed
16.297043
Urban
Premium
0
8
762
5
2020-06-14 15:21:39.090124
Poor
No
Weekly
Condo
2,144
26,569
33
Male
43,748
Married
3
PhD
Self-Employed
51.878447
Rural
Premium
null
11
710
7
2023-05-13 15:21:39.237118
Average
No
Weekly
Apartment
837
26,570
27
Male
13,807
Single
0
Master's
null
46.447112
Rural
Basic
2
9
585
5
2024-05-17 15:21:39.255696
Poor
No
Monthly
Apartment
2,344
26,571
23
Female
26,700
Divorced
1
High School
null
23.67474
Suburban
Premium
null
19
511
9
2020-05-19 15:21:39.122134
Average
No
Weekly
Apartment
853
26,572
64
Male
5,950
Divorced
1
High School
Self-Employed
13.977279
Suburban
Premium
null
13
613
5
2020-05-10 15:21:39.271453
Poor
No
Daily
House
835
26,573
52
Female
17,260
Single
3
PhD
Employed
47.221725
Suburban
Comprehensive
1
0
null
3
2023-01-10 15:21:39.134960
Average
No
Daily
Apartment
1,331
26,574
26
Male
3,231
Married
4
Bachelor's
Unemployed
16.520188
Rural
Comprehensive
1
2
302
9
2024-06-05 15:21:39.080440
Average
Yes
Daily
Apartment
1,355
26,575
52
Female
34,209
Single
1
PhD
Unemployed
38.892066
Suburban
Basic
0
7
527
4
2021-08-24 15:21:39.237118
Good
No
Daily
Apartment
1,106
26,576
21
Male
82,018
Single
2
Bachelor's
Self-Employed
28.865218
Urban
Comprehensive
2
7
426
6
2023-09-27 15:21:39.177724
Good
Yes
Daily
House
359
26,577
31
Male
34,480
Married
3
High School
Employed
15.898669
Suburban
Premium
0
12
757
6
2019-09-02 15:21:39.155231
Average
No
Rarely
Apartment
603
26,578
26
Male
914
Divorced
0
PhD
Self-Employed
28.816406
Suburban
Comprehensive
2
17
661
4
2020-02-02 15:21:39.134960
Good
Yes
Daily
House
656
26,579
41
Male
null
Married
0
High School
null
29.079887
Suburban
Premium
2
11
453
6
2023-02-02 15:21:39.124659
Good
Yes
Rarely
Condo
1,614
26,580
21
Female
40,984
Married
4
High School
Unemployed
16.583308
Urban
Premium
0
16
690
6
2023-03-26 15:21:39.279729
null
Yes
Monthly
Condo
552
26,581
37
Female
null
Single
4
Bachelor's
Self-Employed
15.170868
Suburban
Basic
null
6
551
5
2019-10-27 15:21:39.134960
Good
Yes
Weekly
Condo
112
26,582
36
Male
45,655
Married
3
High School
Self-Employed
27.738707
Urban
Basic
0
12
632
4
2019-10-11 15:21:39.197445
Average
No
Rarely
House
839
26,583
38
Male
2,067
Married
2
Bachelor's
null
5.666092
Suburban
Premium
0
18
397
7
2020-01-30 15:21:39.121169
Good
Yes
Weekly
Apartment
3,859
26,584
45
Female
14,072
Married
1
Bachelor's
Unemployed
34.452857
Suburban
Premium
0
0
647
6
2023-11-02 15:21:39.134960
Average
Yes
Rarely
Apartment
1,258
26,585
59
Female
34,181
Single
1
High School
Self-Employed
29.05229
Suburban
Premium
null
8
817
1
2022-05-13 15:21:39.126661
Average
No
Rarely
Apartment
779
26,586
58
Female
40,371
Divorced
null
Bachelor's
Employed
20.839113
Suburban
Premium
null
17
706
7
2023-12-06 15:21:39.224915
null
No
Rarely
House
482
26,587
19
Female
null
Divorced
0
High School
Unemployed
47.44168
Suburban
Comprehensive
2
9
661
3
2019-12-11 15:21:39.155231
Poor
Yes
Daily
House
3,083
26,588
31
Male
52,413
Divorced
1
Bachelor's
null
15.036769
Suburban
Premium
0
16
405
1
2024-04-02 15:21:39.205850
Good
No
Weekly
Apartment
926
26,589
39
Female
null
Divorced
4
High School
Employed
49.428319
Suburban
Basic
1
12
566
8
2023-05-11 15:21:39.098696
null
Yes
Monthly
House
2,972
26,590
47
Male
27,177
Married
3
PhD
Employed
28.593385
Suburban
Basic
2
1
518
1
2023-02-11 15:21:39.231531
Average
No
Weekly
Condo
618
26,591
29
Male
13,894
Married
0
High School
null
21.636765
Urban
Comprehensive
null
0
516
1
2022-06-21 15:21:39.092127
Poor
No
Rarely
House
677
26,592
45
Female
4,832
Single
1
High School
Unemployed
4.143862
Rural
Basic
2
0
594
3
2020-05-11 15:21:39.280784
Average
Yes
Monthly
Apartment
989
26,593
null
Female
948
null
0
High School
null
27.035315
Urban
Premium
null
12
null
8
2023-03-08 15:21:39.175719
Poor
Yes
Daily
House
1,225
26,594
51
Female
43,879
Married
2
PhD
null
32.957635
Rural
Comprehensive
0
11
611
1
2023-04-21 15:21:39.092127
Good
Yes
Monthly
Condo
1,009
26,595
53
Female
18,051
Divorced
null
Master's
Employed
48.474569
Rural
Comprehensive
1
7
null
1
2022-07-16 15:21:39.134960
Poor
No
Weekly
House
637
26,596
58
Male
null
Divorced
2
Master's
Employed
16.095565
Rural
Comprehensive
0
16
311
7
2020-05-04 15:21:39.222387
Average
No
Rarely
Condo
130
26,597
44
Female
81,749
Divorced
1
Master's
Self-Employed
23.63231
Rural
Comprehensive
0
17
431
7
2024-02-04 15:21:39.231531
Good
Yes
Rarely
Apartment
24
26,598
18
Male
29,077
Divorced
1
Bachelor's
Unemployed
23.439849
Suburban
Comprehensive
null
12
696
1
2023-11-20 15:21:39.087123
Good
No
Weekly
Apartment
712
26,599
31
Male
25,011
Married
0
High School
null
14.283791
Rural
Comprehensive
null
2
null
4
2020-03-04 15:21:39.276901
Good
Yes
Weekly
Condo
1,142