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
40,700
36
Male
71,096
Divorced
1
Bachelor's
Employed
28.802467
Rural
Basic
3
13
425
6
2023-11-15 15:21:39.089116
Average
No
Weekly
House
905
40,701
37
Female
75,822
Divorced
4
PhD
Employed
12.898441
Rural
Premium
2
10
457
2
2021-01-21 15:21:39.124659
Poor
No
Monthly
House
1,057
40,702
54
Female
812
Married
2
Bachelor's
Employed
21.824133
Rural
Comprehensive
1
7
572
9
2021-08-30 15:21:39.144722
Average
Yes
Rarely
Apartment
24
40,703
32
Male
14,430
Married
4
High School
Self-Employed
14.066809
Suburban
Basic
2
1
422
5
2021-09-27 15:21:39.128286
Average
No
Monthly
Apartment
885
40,704
49
Female
81,471
Married
4
Master's
Self-Employed
29.914782
Rural
Premium
null
13
797
3
2020-05-11 15:21:39.189223
Good
No
Weekly
Condo
100
40,705
32
Male
8,433
Married
4
High School
Self-Employed
33.471608
Urban
Comprehensive
null
0
731
9
2023-05-13 15:21:39.148733
Good
No
Rarely
Apartment
774
40,706
30
Male
2,417
Divorced
0
Master's
Employed
18.252558
Urban
Comprehensive
1
19
829
1
2022-07-08 15:21:39.130190
null
No
Rarely
Apartment
584
40,707
38
Female
27,922
Married
1
Bachelor's
Employed
11.790739
Suburban
Basic
null
3
null
7
2023-12-21 15:21:39.179186
Average
Yes
Daily
Apartment
3,056
40,708
62
Female
98,984
Married
3
Master's
Self-Employed
53.935458
Urban
Comprehensive
0
12
459
8
2021-02-24 15:21:39.272456
Good
No
Monthly
Apartment
1,465
40,709
33
Male
2,926
Divorced
1
Master's
Unemployed
37.596426
Urban
Basic
2
17
775
2
2024-03-31 15:21:39.235012
Average
No
Monthly
Condo
1,859
40,710
28
Female
41,705
Married
3
Bachelor's
Unemployed
39.518717
Suburban
Comprehensive
2
17
485
6
2023-12-17 15:21:39.194829
Average
No
Daily
Apartment
735
40,711
51
Female
37,354
Single
4
Bachelor's
Employed
4.838599
Rural
Comprehensive
null
3
687
6
2021-05-30 15:21:39.258696
Average
No
Monthly
Apartment
2,686
40,712
50
Female
114,711
Married
4
PhD
Unemployed
49.827405
Suburban
Premium
2
16
449
7
2022-04-24 15:21:39.237118
Poor
Yes
Daily
House
1,230
40,713
28
Male
null
Divorced
1
Master's
Self-Employed
52.764894
Urban
Premium
1
18
634
9
2022-01-02 15:21:39.123711
Poor
Yes
Weekly
House
755
40,714
51
Female
47,145
Single
3
Bachelor's
Unemployed
null
Suburban
Premium
1
17
null
2
2020-07-04 15:21:39.126661
null
No
Daily
Condo
1,745
40,715
25
Female
25,961
Married
2
PhD
Employed
null
Urban
Premium
0
5
554
4
2021-11-21 15:21:39.081504
Good
No
Monthly
Apartment
1,842
40,716
40
Female
3,453
Divorced
2
PhD
Unemployed
4.095385
Suburban
Comprehensive
1
9
463
9
2021-07-01 15:21:39.148733
Average
No
Monthly
House
931
40,717
50
Male
65,893
Single
4
PhD
Employed
36.388059
Suburban
Basic
null
19
837
1
2019-08-26 15:21:39.116179
Good
No
Daily
Apartment
1,841
40,718
49
Male
145,975
Married
0
PhD
Unemployed
51.844981
Suburban
Premium
0
17
788
6
2022-08-15 15:21:39.256696
Average
No
Monthly
Apartment
535
40,719
21
Female
null
Married
3
High School
Self-Employed
5.772167
Suburban
Premium
1
2
531
7
2020-09-25 15:21:39.194829
null
Yes
Monthly
Apartment
3,279
40,720
53
Male
43,485
Divorced
1
Bachelor's
null
20.064631
Rural
Premium
null
16
682
1
2024-08-04 15:21:39.285112
Good
No
Monthly
Condo
1,324
40,721
27
Female
17,183
Married
0
High School
Unemployed
41.848332
Rural
Premium
null
19
null
1
2022-04-29 15:21:39.155231
Good
Yes
Daily
Condo
735
40,722
41
Male
5,737
Divorced
0
High School
null
31.859812
Urban
Comprehensive
2
11
576
7
2022-02-05 15:21:39.211806
Average
Yes
Daily
House
653
40,723
35
Female
2,866
Single
4
Bachelor's
null
29.85797
Urban
Comprehensive
0
4
584
8
2020-05-19 15:21:39.134960
Good
Yes
Daily
Apartment
27
40,724
64
Male
38,216
Married
0
PhD
null
19.504625
Suburban
Premium
0
4
641
6
2021-12-23 15:21:39.254678
Average
Yes
Monthly
Condo
705
40,725
48
Male
15,255
Divorced
1
Master's
Self-Employed
22.688864
Urban
Basic
1
2
453
6
2021-03-24 15:21:39.274993
Poor
No
Weekly
House
1,883
40,726
23
Female
96,538
Divorced
null
Bachelor's
Employed
22.733948
Urban
Comprehensive
3
19
652
9
2024-03-27 15:21:39.185215
Average
No
Monthly
Apartment
2,732
40,727
50
Female
7,062
Divorced
4
High School
Self-Employed
19.952986
Urban
Comprehensive
null
10
528
6
2022-04-01 15:21:39.093681
null
No
Weekly
Apartment
1,365
40,728
54
Female
22,671
Married
2
High School
Employed
10.77657
Urban
Comprehensive
0
6
null
1
2023-08-09 15:21:39.289099
Poor
No
Weekly
House
946
40,729
20
Male
628
Divorced
4
Master's
Self-Employed
null
Rural
Premium
2
11
677
2
2020-11-29 15:21:39.134960
Poor
Yes
Rarely
House
472
40,730
38
Male
12,720
Divorced
0
PhD
null
38.939394
Rural
Basic
0
11
649
8
2022-02-20 15:21:39.290098
Average
No
Rarely
Condo
1,118
40,731
21
Male
13,835
Married
1
PhD
Unemployed
32.790049
Suburban
Premium
1
16
843
5
2020-04-05 15:21:39.223901
Poor
No
Weekly
House
769
40,732
59
Male
33,174
Married
3
High School
Unemployed
12.038314
Urban
Comprehensive
null
14
563
4
2022-05-05 15:21:39.134960
Average
No
Rarely
House
964
40,733
36
Female
76,911
Single
3
High School
null
21.529516
Suburban
Comprehensive
2
5
null
1
2020-09-08 15:21:39.237118
Poor
Yes
Weekly
House
2,295
40,734
60
Female
29,252
Married
3
Master's
Unemployed
21.78695
Rural
Premium
2
11
502
6
2023-12-21 15:21:39.259788
Poor
Yes
Weekly
House
1,109
40,735
57
Male
null
Divorced
0
Bachelor's
Unemployed
29.908321
Rural
Basic
null
9
744
1
2020-12-20 15:21:39.270454
Good
Yes
Rarely
House
358
40,736
39
Female
24,120
Divorced
0
Master's
Employed
20.564875
Rural
Premium
1
3
704
3
2019-12-12 15:21:39.105504
Good
No
Rarely
House
4,654
40,737
27
Female
3,094
Single
1
High School
Employed
46.289824
Urban
Premium
0
6
696
4
2023-05-02 15:21:39.155231
Poor
No
Monthly
Apartment
1,879
40,738
53
Male
29,861
Single
2
Bachelor's
null
13.917742
Suburban
Basic
1
7
376
5
2020-11-28 15:21:39.155231
null
Yes
Weekly
House
2,135
40,739
21
Female
121,630
Single
4
Bachelor's
Self-Employed
16.933662
Rural
Premium
2
9
387
6
2024-04-17 15:21:39.087123
Good
Yes
Rarely
Condo
1,431
40,740
21
Male
38,889
Single
0
Master's
null
29.945102
Urban
Basic
3
5
704
1
2024-07-16 15:21:39.237118
Average
No
Weekly
House
139
40,741
56
Female
18,194
Single
1
Bachelor's
null
21.483946
Urban
Premium
1
9
null
3
2022-01-24 15:21:39.237118
Good
Yes
Daily
Apartment
528
40,742
19
Male
44,279
Single
4
Bachelor's
Unemployed
37.829384
Suburban
Comprehensive
null
15
619
4
2021-02-02 15:21:39.253660
Good
No
Weekly
Apartment
549
40,743
49
Male
108,500
Single
2
High School
Self-Employed
12.926674
Rural
Premium
null
15
null
6
2021-03-18 15:21:39.134960
Good
Yes
Daily
Apartment
120
40,744
37
Female
16,306
Divorced
0
High School
null
29.946169
Rural
Premium
0
0
562
6
2021-05-15 15:21:39.081504
Poor
Yes
Weekly
Condo
827
40,745
45
Female
17,140
Divorced
3
PhD
Unemployed
28.297828
Rural
Premium
0
17
null
9
2023-06-29 15:21:39.134960
Good
No
Weekly
Condo
452
40,746
59
Male
20,389
Married
1
High School
Employed
41.418771
Urban
Basic
null
9
602
5
2020-09-20 15:21:39.288099
Average
Yes
Daily
House
1,141
40,747
49
Female
18,463
Divorced
3
Bachelor's
Self-Employed
22.250172
Suburban
Comprehensive
null
5
null
6
2020-06-19 15:21:39.261856
Average
Yes
Monthly
Condo
1,098
40,748
53
Female
8,881
Married
3
Bachelor's
Employed
21.865962
Suburban
Premium
2
16
585
4
2020-05-31 15:21:39.283783
Good
No
Weekly
Apartment
556
40,749
64
Male
14,862
Single
2
Bachelor's
Self-Employed
11.06777
Suburban
Basic
null
7
704
9
2023-03-20 15:21:39.125660
Average
No
Weekly
Condo
790
40,750
56
Female
38,782
Divorced
2
PhD
Unemployed
null
Suburban
Premium
0
8
767
9
2022-11-13 15:21:39.214388
Average
No
Weekly
Condo
725
40,751
28
Female
5,905
Single
1
High School
Self-Employed
26.907954
Urban
Premium
0
8
749
9
2020-01-24 15:21:39.278402
Poor
Yes
Monthly
Apartment
2,579
40,752
63
Male
39,746
Single
3
Bachelor's
null
20.749577
Suburban
Premium
0
13
759
4
2020-06-29 15:21:39.207847
Average
Yes
Monthly
Apartment
1,398
40,753
24
Male
558
Divorced
0
Master's
Employed
24.769557
Suburban
Premium
3
13
519
3
2022-03-16 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,121
40,754
40
Female
21,263
Single
1
Master's
Employed
16.805724
Suburban
Basic
1
4
null
3
2022-12-15 15:21:39.208842
Average
Yes
Monthly
House
201
40,755
31
Male
74,798
Divorced
0
Bachelor's
Unemployed
19.273315
Urban
Comprehensive
null
9
444
7
2019-09-21 15:21:39.117183
Average
No
Rarely
Apartment
404
40,756
57
Male
12,481
Married
1
Bachelor's
Self-Employed
21.285033
Urban
Basic
3
9
591
7
2023-07-23 15:21:39.155231
Good
No
Weekly
House
81
40,757
23
Male
10,026
Divorced
1
PhD
null
11.69587
Suburban
Premium
1
12
727
6
2021-12-04 15:21:39.092127
Good
Yes
Weekly
Apartment
1,598
40,758
45
Female
49,094
Married
2
Bachelor's
Unemployed
4.12186
Suburban
Basic
null
1
313
3
2022-12-15 15:21:39.096739
Good
No
Rarely
House
449
40,759
24
Female
3,326
Divorced
0
High School
Unemployed
45.226616
Suburban
Comprehensive
0
11
710
2
2022-01-01 15:21:39.155231
Good
No
Weekly
Condo
2,087
40,760
29
Male
36,398
Divorced
null
Master's
Self-Employed
33.87601
Rural
Basic
null
9
749
2
2019-12-25 15:21:39.168099
Good
Yes
Rarely
Apartment
1,287
40,761
22
Female
7,091
Divorced
2
Bachelor's
Unemployed
42.18243
Rural
Premium
1
19
713
3
2020-08-02 15:21:39.223901
Average
Yes
Rarely
Apartment
1,273
40,762
58
Male
61,496
Married
4
Bachelor's
null
22.826357
Rural
Comprehensive
null
11
456
3
2021-09-03 15:21:39.134960
Good
Yes
Rarely
Condo
675
40,763
59
Female
26,806
Divorced
4
Master's
Employed
47.067972
Suburban
Comprehensive
0
15
null
4
2020-11-05 15:21:39.122134
Poor
No
Daily
Condo
1,340
40,764
53
Female
8,309
Divorced
1
Master's
null
11.351676
Rural
Basic
0
11
743
5
2022-12-24 15:21:39.172097
Average
No
Weekly
House
1,518
40,765
55
Female
100,438
Single
4
Master's
Self-Employed
17.917026
Urban
Premium
1
15
672
5
2020-04-28 15:21:39.155231
Poor
Yes
Monthly
Apartment
318
40,766
38
Male
16,062
Single
2
PhD
null
35.096075
Suburban
Premium
2
7
648
4
2019-10-17 15:21:39.134960
Average
Yes
Rarely
House
645
40,767
38
Female
25,790
Married
0
PhD
null
17.863453
Rural
Comprehensive
null
15
572
5
2020-05-23 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,222
40,768
56
Female
7,111
Married
4
Master's
Employed
14.869285
Suburban
Comprehensive
1
3
390
6
2021-05-15 15:21:39.085129
Good
No
Rarely
Condo
1,633
40,769
51
Male
7,519
Single
2
High School
null
29.945803
Rural
Basic
3
19
339
6
2021-08-13 15:21:39.261856
Good
Yes
Monthly
Condo
2,974
40,770
44
Male
84,465
Single
0
Master's
Unemployed
19.693497
Suburban
Basic
1
16
434
8
2023-02-28 15:21:39.267454
Average
No
Daily
House
703
40,771
47
Male
44,257
Married
4
High School
Unemployed
15.979017
Suburban
Comprehensive
null
13
619
3
2022-07-04 15:21:39.285112
Poor
No
Weekly
House
2,453
40,772
24
Male
888
Married
1
Bachelor's
null
22.928988
Suburban
Basic
null
18
null
8
2022-05-24 15:21:39.134960
Average
No
Rarely
Condo
2,140
40,773
32
Female
133,762
Married
3
Master's
Employed
35.271176
Urban
Comprehensive
1
2
507
5
2021-03-31 15:21:39.237118
null
No
Monthly
Condo
946
40,774
45
Male
37,149
Single
3
High School
Self-Employed
18.261522
Rural
Premium
0
8
391
3
2023-11-09 15:21:39.131192
Average
Yes
Rarely
Apartment
828
40,775
39
Female
17,001
Single
3
PhD
Unemployed
30.988787
Rural
Premium
0
16
623
8
2023-11-11 15:21:39.245086
Poor
Yes
Rarely
Condo
3,524
40,776
27
Male
1,708
Divorced
0
Bachelor's
Self-Employed
7.868005
Rural
Premium
0
18
468
5
2021-10-25 15:21:39.102694
Good
No
Monthly
House
933
40,777
20
Male
9,087
Single
3
PhD
Self-Employed
26.0376
Urban
Premium
3
15
688
4
2021-11-19 15:21:39.252145
Average
No
Weekly
House
549
40,778
34
Male
4,514
null
0
High School
Employed
27.739467
Urban
Comprehensive
null
5
579
2
2020-03-30 15:21:39.237118
Average
Yes
Monthly
Apartment
2,575
40,779
23
Female
3,901
Married
3
PhD
Self-Employed
38.496443
Urban
Comprehensive
1
13
749
2
2021-04-09 15:21:39.134960
Average
No
Weekly
House
2,367
40,780
48
Female
63,896
Divorced
2
Master's
Unemployed
29.782553
Urban
Premium
3
5
651
3
2023-05-13 15:21:39.194829
Average
No
Rarely
Condo
2,088
40,781
53
Male
15,187
Divorced
2
PhD
Employed
15.394617
Urban
Comprehensive
1
11
639
5
2022-05-22 15:21:39.256696
Poor
No
Weekly
Apartment
474
40,782
50
Female
36,303
Married
3
High School
Self-Employed
30.652406
Urban
Comprehensive
1
7
472
3
2024-03-31 15:21:39.244069
Average
No
Rarely
Condo
535
40,783
53
Male
617
Divorced
3
Bachelor's
null
20.964503
Rural
Comprehensive
2
14
739
7
2023-08-01 15:21:39.254678
Good
No
Weekly
House
1,225
40,784
51
Male
16,751
Divorced
2
Master's
Unemployed
7.45708
Urban
Premium
null
1
641
2
2021-06-26 15:21:39.237118
Poor
Yes
Weekly
House
1,209
40,785
25
Female
38,454
Married
2
PhD
null
12.734191
Suburban
Basic
0
8
831
5
2021-03-29 15:21:39.134960
Average
No
Weekly
Condo
101
40,786
25
Female
14,097
Married
4
Bachelor's
Self-Employed
null
Urban
Premium
0
5
722
5
2021-11-01 15:21:39.192212
Good
No
Weekly
Apartment
533
40,787
52
Female
26,700
Married
3
Bachelor's
Unemployed
34.381869
Suburban
Premium
2
14
797
1
2024-04-21 15:21:39.173834
Average
No
Monthly
Apartment
381
40,788
24
Male
140,564
Divorced
4
High School
null
23.025344
Suburban
Premium
1
12
449
8
2021-04-16 15:21:39.276388
Average
Yes
Monthly
Condo
697
40,789
63
Female
16,894
Single
0
High School
null
11.777617
Suburban
Basic
0
12
null
5
2022-02-21 15:21:39.155231
Average
Yes
Rarely
House
928
40,790
31
Female
64,920
Married
3
High School
Unemployed
14.77642
Suburban
Basic
null
9
647
5
2022-12-24 15:21:39.134960
Good
No
Rarely
Apartment
408
40,791
49
Male
1,187
Married
1
Bachelor's
Employed
51.845229
Urban
Basic
1
2
810
5
2021-07-13 15:21:39.237118
Good
No
Daily
Condo
951
40,792
30
Female
null
Divorced
0
Bachelor's
Unemployed
21.764461
Urban
Basic
null
6
null
5
2022-10-26 15:21:39.225916
Poor
Yes
Daily
Condo
248
40,793
62
Male
18,093
Divorced
null
High School
null
7.898465
Suburban
Premium
3
12
476
6
2023-01-11 15:21:39.105504
Good
No
Weekly
Apartment
1,113
40,794
39
Male
690
Single
4
High School
Self-Employed
22.829
Suburban
Comprehensive
0
0
420
1
2021-06-22 15:21:39.223901
Average
No
Daily
Condo
541
40,795
56
Male
128,244
Married
1
PhD
null
12.172429
Urban
Comprehensive
null
9
489
3
2024-04-29 15:21:39.223901
Poor
Yes
Daily
House
135
40,796
48
Male
16,038
Married
null
PhD
Employed
11.015823
Urban
Comprehensive
null
4
782
6
2021-01-25 15:21:39.211806
Poor
No
Weekly
House
1,194
40,797
37
Female
18,058
Single
1
PhD
Self-Employed
40.822999
Urban
Comprehensive
2
17
718
1
2022-12-10 15:21:39.155231
Poor
Yes
Rarely
Apartment
477
40,798
55
Female
28,112
Divorced
2
PhD
Self-Employed
10.576428
Rural
Premium
1
7
548
8
2023-02-28 15:21:39.208842
Good
No
Weekly
Condo
884
40,799
57
Male
64,540
Single
4
High School
Self-Employed
30.814687
Suburban
Basic
2
17
829
2
2022-03-25 15:21:39.173661
Poor
Yes
Monthly
House
4,032