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
41,700
21
Male
23,595
Divorced
1
High School
null
38.085829
Suburban
Comprehensive
2
18
739
2
2023-04-05 15:21:39.278402
Good
No
Monthly
House
885
41,701
62
Female
24,891
Single
1
Bachelor's
Unemployed
11.947156
Urban
Basic
null
2
473
5
2023-02-27 15:21:39.166062
Poor
Yes
Rarely
Condo
856
41,702
58
Female
95,450
Married
4
Bachelor's
Unemployed
14.153876
Urban
Basic
2
15
512
6
2022-04-14 15:21:39.131192
Good
Yes
Daily
House
2,665
41,703
47
Male
6,939
Single
1
PhD
null
31.087124
Urban
Premium
0
2
425
9
2022-08-29 15:21:39.222387
Average
No
Daily
Condo
829
41,704
47
Female
85,515
Single
null
High School
null
32.547705
Urban
Premium
0
2
411
5
2020-08-12 15:21:39.155231
Good
No
Rarely
House
901
41,705
null
Male
23,152
Married
3
Master's
null
4.49562
Rural
Basic
null
19
331
6
2023-09-30 15:21:39.133866
Average
Yes
Rarely
House
847
41,706
59
Male
null
Divorced
2
High School
Employed
27.816403
Rural
Comprehensive
3
18
381
1
2020-10-04 15:21:39.198406
Poor
No
Weekly
Apartment
2,134
41,707
53
Female
18,092
Married
1
High School
Employed
5.098457
Suburban
Premium
0
10
696
8
2019-09-12 15:21:39.126661
Good
Yes
Monthly
Apartment
1,514
41,708
51
Male
18,095
Married
2
High School
null
15.397774
Rural
Basic
1
17
685
4
2024-04-29 15:21:39.118178
Good
Yes
Weekly
Condo
1,157
41,709
47
Female
838
Married
0
High School
null
36.773857
Urban
Comprehensive
2
17
468
3
2021-04-29 15:21:39.182597
Good
Yes
Monthly
Apartment
884
41,710
35
Female
54,537
Divorced
4
Master's
null
45.726255
Suburban
Basic
0
17
361
6
2019-12-07 15:21:39.237118
Average
No
Weekly
Apartment
541
41,711
60
Female
10,015
Divorced
2
PhD
Unemployed
25.382236
Suburban
Basic
2
2
637
2
2023-01-17 15:21:39.228521
Average
Yes
Daily
Condo
813
41,712
null
Female
2,160
Married
2
Master's
Self-Employed
20.71403
Rural
Basic
1
18
729
3
2020-12-05 15:21:39.226954
Good
Yes
Weekly
Apartment
23
41,713
35
Female
11,350
Married
3
PhD
Self-Employed
26.622804
Rural
Basic
null
7
714
4
2021-01-05 15:21:39.283783
Poor
No
Monthly
Condo
1,036
41,714
61
Male
142,386
Married
1
PhD
null
36.333917
Rural
Comprehensive
0
1
326
7
2021-08-21 15:21:39.164044
Average
Yes
Weekly
Apartment
2,301
41,715
50
Male
3,063
Single
4
Bachelor's
Unemployed
17.908445
Rural
Premium
0
13
522
9
2023-06-11 15:21:39.219432
Average
No
Monthly
Apartment
101
41,716
41
Male
38,687
Single
null
High School
null
25.996598
Rural
Premium
null
19
584
4
2024-03-08 15:21:39.201446
Average
Yes
Daily
House
586
41,717
30
Female
100,929
Married
3
High School
Self-Employed
51.502464
Urban
Basic
2
2
581
9
2023-04-04 15:21:39.269494
Average
Yes
Weekly
Apartment
3,546
41,718
46
Female
23,897
Single
3
Bachelor's
Employed
48.290539
Urban
Premium
0
2
694
2
2024-02-11 15:21:39.130190
Average
Yes
Monthly
Apartment
1,461
41,719
44
Female
16,985
Divorced
4
Master's
Employed
null
Suburban
Basic
2
14
599
2
2020-05-13 15:21:39.134960
Good
Yes
Monthly
Apartment
1,708
41,720
50
Male
96,736
Single
1
Bachelor's
null
42.697027
Suburban
Basic
2
16
699
4
2020-01-01 15:21:39.290098
Poor
No
Rarely
Apartment
2,905
41,721
50
Male
37,117
Divorced
1
PhD
Unemployed
29.534183
Rural
Premium
null
12
694
8
2019-08-20 15:21:39.278402
null
No
Monthly
Condo
798
41,722
44
Male
30,652
Divorced
2
PhD
null
34.781486
Rural
Comprehensive
0
15
485
3
2023-03-08 15:21:39.164044
Average
Yes
Monthly
Apartment
1,022
41,723
56
Male
null
Divorced
1
Master's
Self-Employed
51.845787
Suburban
Premium
2
9
695
5
2023-11-03 15:21:39.177724
Good
Yes
Rarely
Apartment
1,290
41,724
56
Female
45,907
Single
3
Master's
Unemployed
34.420086
Suburban
Basic
1
17
613
4
2023-07-19 15:21:39.256696
Average
No
Monthly
House
1,242
41,725
51
Male
39,737
Single
2
PhD
Unemployed
27.172669
Urban
Premium
2
4
null
7
2023-07-12 15:21:39.132191
Average
No
Rarely
Condo
1,149
41,726
null
Male
17,071
Married
1
High School
null
8.5559
Suburban
Basic
0
16
670
1
2024-01-10 15:21:39.249100
Poor
No
Monthly
Condo
546
41,727
51
Female
5,875
Divorced
2
Bachelor's
null
33.130176
Urban
Premium
null
10
848
1
2021-05-13 15:21:39.254678
Good
No
Rarely
Condo
963
41,728
26
Male
12,069
null
null
Master's
Unemployed
35.786478
Rural
Premium
null
15
452
6
2022-11-28 15:21:39.149731
Average
Yes
Weekly
Condo
714
41,729
34
Female
1,269
Married
4
Master's
Unemployed
12.609966
Urban
Comprehensive
2
18
561
3
2022-11-06 15:21:39.221386
Poor
No
Monthly
Condo
1,141
41,730
61
Female
27,193
Single
1
High School
Unemployed
25.858019
Suburban
Comprehensive
1
18
849
3
2023-09-02 15:21:39.219432
Average
Yes
Rarely
House
1,275
41,731
35
Female
26,591
Divorced
0
Bachelor's
null
12.940467
Suburban
Premium
null
3
628
7
2023-06-22 15:21:39.274993
Average
Yes
Daily
Condo
799
41,732
42
Male
8,054
Divorced
2
Master's
Employed
50.895887
Rural
Premium
1
11
630
6
2023-03-12 15:21:39.237118
Good
No
Weekly
Apartment
2,161
41,733
64
Female
24,266
Divorced
null
Master's
null
4.936122
Rural
Comprehensive
1
16
735
9
2020-12-15 15:21:39.122134
Poor
No
Monthly
House
548
41,734
45
Male
23,470
Divorced
3
Bachelor's
Self-Employed
13.835188
Urban
Comprehensive
0
19
561
7
2023-05-27 15:21:39.128286
Good
Yes
Rarely
Apartment
485
41,735
43
Female
41,207
Married
4
Bachelor's
Unemployed
38.233473
Suburban
Basic
1
19
639
6
2022-05-21 15:21:39.203442
Poor
Yes
Monthly
Condo
800
41,736
21
Female
9,081
Divorced
0
PhD
null
32.682879
Suburban
Basic
3
12
447
7
2024-01-07 15:21:39.098696
Average
Yes
Weekly
Apartment
3,746
41,737
27
Female
29,553
Divorced
3
PhD
Self-Employed
23.237068
Urban
Premium
null
11
502
1
2021-10-10 15:21:39.109552
Average
No
Weekly
Condo
142
41,738
32
Female
44,302
Single
4
PhD
Self-Employed
29.924995
Rural
Comprehensive
null
1
782
8
2021-11-15 15:21:39.176717
Poor
No
Weekly
Condo
649
41,739
43
Male
23,862
Married
3
PhD
Employed
25.86846
Urban
Premium
null
15
517
2
2024-02-14 15:21:39.182597
Good
Yes
Weekly
Condo
724
41,740
35
Female
121,884
Single
0
Master's
Self-Employed
19.826505
Rural
Comprehensive
1
3
431
9
2019-09-13 15:21:39.259788
Poor
Yes
Weekly
Condo
2,760
41,741
36
Male
29,098
Single
null
PhD
Employed
36.284527
Suburban
Premium
1
12
592
8
2023-03-19 15:21:39.155231
Poor
No
Weekly
Condo
2,224
41,742
35
Female
17,086
Married
4
High School
Self-Employed
13.53083
Suburban
Comprehensive
3
2
null
3
2020-08-14 15:21:39.183598
Poor
Yes
Daily
Condo
1,295
41,743
51
Female
17,287
Single
3
Bachelor's
null
36.33448
Suburban
Basic
2
9
783
3
2021-06-07 15:21:39.146733
Poor
Yes
Daily
Apartment
609
41,744
36
Female
6,894
Divorced
2
High School
null
27.786587
Urban
Premium
0
18
695
1
2021-12-30 15:21:39.172097
Average
No
Rarely
Condo
843
41,745
53
Female
28,142
Single
0
Master's
Employed
30.927574
Urban
Premium
null
17
621
9
2024-05-10 15:21:39.245086
Poor
No
Rarely
Apartment
1,271
41,746
46
Female
17,761
Divorced
0
Bachelor's
null
14.834383
Rural
Comprehensive
null
13
641
1
2019-10-05 15:21:39.155231
Good
Yes
Weekly
House
127
41,747
47
Female
16,791
Divorced
1
Master's
Employed
37.132414
Rural
Premium
0
14
617
4
2023-04-22 15:21:39.172097
Average
Yes
Monthly
Condo
719
41,748
59
Female
68,303
Married
0
High School
Self-Employed
16.588965
Suburban
Comprehensive
1
0
371
6
2024-06-09 15:21:39.092127
Poor
No
Weekly
House
1,556
41,749
47
Male
62,650
Divorced
2
High School
null
27.61951
Suburban
Basic
null
2
759
7
2020-02-03 15:21:39.219432
Good
Yes
Daily
Apartment
49
41,750
28
Female
82,669
Divorced
0
Bachelor's
Self-Employed
21.890623
Urban
Premium
null
10
678
9
2023-08-08 15:21:39.206847
Average
No
Rarely
Condo
92
41,751
20
Female
2,598
Single
3
PhD
null
8.739749
Suburban
Basic
null
16
459
1
2021-10-16 15:21:39.198406
null
No
Monthly
Apartment
549
41,752
32
Female
2,541
Married
null
PhD
Unemployed
null
Suburban
Comprehensive
1
18
649
6
2022-03-27 15:21:39.237118
Poor
No
Daily
Condo
1,059
41,753
51
Female
16,092
Divorced
3
PhD
Self-Employed
14.637202
Urban
Basic
null
9
511
7
2023-07-13 15:21:39.090124
Poor
Yes
Daily
Apartment
515
41,754
41
Female
14,084
Single
4
Master's
null
null
Urban
Comprehensive
null
3
683
6
2023-11-03 15:21:39.180553
Poor
Yes
Monthly
Condo
801
41,755
39
Male
8,086
Divorced
2
High School
Self-Employed
38.641018
Suburban
Basic
0
11
null
8
2023-07-10 15:21:39.089116
Poor
Yes
Daily
Apartment
3,550
41,756
24
Female
1,210
Divorced
2
High School
Unemployed
46.868231
Suburban
Premium
1
18
462
5
2021-02-01 15:21:39.155231
Average
No
Monthly
Apartment
835
41,757
61
Female
31,139
Married
null
High School
Employed
7.491402
Suburban
Premium
null
12
563
2
2023-02-03 15:21:39.155231
Poor
No
Weekly
Apartment
88
41,758
37
Male
104,462
Married
4
Master's
null
13.619939
Suburban
Basic
1
3
631
8
2019-09-20 15:21:39.155231
Average
No
Monthly
Condo
50
41,759
44
Female
61,772
Single
1
Bachelor's
Unemployed
32.094639
Urban
Comprehensive
1
8
383
7
2021-10-22 15:21:39.084065
Good
Yes
Weekly
House
1,441
41,760
63
Female
45,973
Single
0
Master's
null
5.716154
Urban
Premium
3
16
464
9
2022-06-25 15:21:39.237118
Good
Yes
Daily
House
1,120
41,761
39
Female
27,199
Married
4
High School
Employed
32.23112
Rural
Basic
0
11
567
5
2020-05-27 15:21:39.134960
Poor
No
Monthly
Condo
719
41,762
46
Female
28,897
Divorced
2
PhD
Unemployed
29.966178
Rural
Premium
0
17
719
6
2023-06-24 15:21:39.175719
Poor
No
Rarely
House
464
41,763
45
Female
10,863
Married
0
High School
Self-Employed
28.853256
Rural
Premium
null
3
513
3
2020-09-10 15:21:39.188220
Average
No
Monthly
House
781
41,764
52
Female
16,996
Divorced
2
Bachelor's
Employed
51.955594
Urban
Comprehensive
1
15
835
2
2021-11-01 15:21:39.251142
Good
Yes
Weekly
Condo
851
41,765
62
Female
14,087
Married
3
High School
null
null
Urban
Comprehensive
null
11
null
1
2023-01-26 15:21:39.174719
Good
No
Weekly
Condo
631
41,766
38
Female
72,440
Divorced
0
High School
Self-Employed
25.881174
Suburban
Basic
2
7
595
3
2019-10-23 15:21:39.190215
Average
No
Monthly
House
2,320
41,767
58
Male
14,082
Married
1
Master's
Employed
41.827563
Suburban
Comprehensive
0
6
563
1
2023-06-15 15:21:39.207847
Good
Yes
Weekly
Condo
757
41,768
64
Male
45,907
Married
3
Bachelor's
null
35.099095
Urban
Premium
0
15
653
2
2023-07-23 15:21:39.155231
Poor
No
Rarely
Condo
1,094
41,769
31
Female
39,365
Married
2
Master's
null
11.990961
Suburban
Basic
null
19
625
2
2021-02-12 15:21:39.194829
Poor
No
Rarely
Condo
3,132
41,770
26
Female
42,508
Married
3
Master's
null
7.41946
Urban
Comprehensive
2
14
782
3
2022-03-09 15:21:39.128286
Good
No
Daily
House
4,014
41,771
25
Female
1,010
Divorced
2
Master's
null
43.606628
Rural
Basic
null
4
446
7
2021-04-14 15:21:39.092127
Good
Yes
Weekly
Apartment
1,181
41,772
22
Male
2,779
Single
1
Master's
Self-Employed
3.051122
Urban
Premium
null
15
791
1
2022-06-17 15:21:39.155231
null
Yes
Monthly
House
130
41,773
57
Male
7,814
Married
1
High School
Unemployed
7.967284
Rural
Premium
null
6
620
3
2022-08-08 15:21:39.237118
Average
No
Daily
Condo
726
41,774
20
Male
4,522
Single
3
PhD
Unemployed
5.7262
Urban
Premium
2
16
746
2
2022-09-02 15:21:39.237118
Average
Yes
Rarely
Condo
1,290
41,775
37
Male
3,852
Single
2
PhD
Self-Employed
26.537733
Suburban
Basic
1
5
677
5
2020-10-24 15:21:39.237118
Good
Yes
Monthly
House
2,134
41,776
21
Female
9,894
Divorced
1
PhD
Unemployed
12.813545
Rural
Basic
1
16
762
2
2022-05-13 15:21:39.134960
Average
No
Weekly
House
985
41,777
60
Female
41,702
Single
1
High School
Employed
6.912923
Suburban
Comprehensive
4
12
588
8
2022-11-24 15:21:39.264504
Good
No
Monthly
Apartment
781
41,778
51
Female
16,349
Single
0
Master's
Self-Employed
19.827413
Urban
Comprehensive
0
1
725
7
2022-07-04 15:21:39.187211
Average
No
Monthly
Apartment
184
41,779
18
Male
19,223
Single
0
High School
Employed
18.918674
Rural
Basic
null
13
469
5
2021-09-09 15:21:39.206847
Poor
No
Monthly
House
266
41,780
38
Male
15,865
Single
0
Bachelor's
null
20.96651
Suburban
Premium
null
5
846
4
2021-12-19 15:21:39.187211
Average
No
Rarely
House
602
41,781
63
Female
599
Single
2
High School
Employed
5.252492
Suburban
Comprehensive
null
11
313
2
2022-06-08 15:21:39.155231
Good
No
Rarely
Condo
880
41,782
38
Female
17,093
Single
2
Bachelor's
Self-Employed
10.181499
Suburban
Premium
0
1
642
4
2021-10-13 15:21:39.155231
Poor
No
Monthly
Apartment
1,334
41,783
18
Female
7,087
Divorced
2
Bachelor's
null
18.258035
Rural
Premium
1
1
576
7
2020-07-12 15:21:39.226954
Poor
No
Daily
House
928
41,784
40
Female
10,832
Single
4
PhD
null
21.844777
Suburban
Basic
null
6
467
9
2021-11-04 15:21:39.197445
Poor
Yes
Weekly
Apartment
2,000
41,785
43
Male
8,930
Divorced
4
Bachelor's
null
26.867
Urban
Basic
1
15
632
9
2021-07-26 15:21:39.237118
Poor
No
Monthly
Apartment
397
41,786
23
Female
28,450
Married
4
High School
Employed
25.547756
Urban
Premium
0
15
712
6
2023-10-28 15:21:39.172097
Poor
Yes
Monthly
House
556
41,787
29
Male
44,933
Married
4
Bachelor's
Unemployed
33.638609
Suburban
Premium
0
10
832
8
2022-03-15 15:21:39.149731
Good
Yes
Weekly
Apartment
1,562
41,788
59
Female
1,369
Married
2
High School
Self-Employed
null
Rural
Premium
2
8
null
5
2023-04-28 15:21:39.237118
Good
No
Monthly
House
860
41,789
43
Female
1,379
Single
2
High School
Unemployed
15.955165
Suburban
Basic
2
10
687
7
2021-07-14 15:21:39.134960
Good
Yes
Rarely
House
991
41,790
57
Female
607
Married
4
High School
null
11.67644
Suburban
Comprehensive
3
19
827
5
2020-04-07 15:21:39.230483
Average
No
Daily
Apartment
662
41,791
36
Male
80,633
Single
2
Master's
null
29.818042
Urban
Basic
0
16
433
8
2021-02-23 15:21:39.147735
Average
No
Monthly
House
38
41,792
44
Male
24,897
Divorced
1
Bachelor's
Self-Employed
22.849437
Rural
Comprehensive
1
14
790
1
2023-12-17 15:21:39.170099
Poor
No
Rarely
Apartment
803
41,793
null
Male
6,939
Married
4
Bachelor's
Self-Employed
17.507557
Urban
Premium
null
9
806
4
2023-09-02 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,826
41,794
24
Male
16,881
Divorced
2
Master's
Employed
29.898139
Urban
Comprehensive
null
18
817
9
2024-02-03 15:21:39.146733
null
Yes
Daily
House
39
41,795
53
Female
44,604
Divorced
2
PhD
null
19.933871
Rural
Comprehensive
null
17
569
9
2023-12-10 15:21:39.199447
Average
No
Daily
Condo
478
41,796
63
Female
4,715
Single
0
High School
Self-Employed
7.001823
Rural
Basic
3
12
374
7
2022-11-04 15:21:39.237118
Average
Yes
Rarely
Apartment
755
41,797
57
Male
14,469
Single
4
High School
Self-Employed
16.723735
Rural
Comprehensive
null
11
552
8
2021-07-17 15:21:39.095696
Good
No
Monthly
Condo
570
41,798
55
Male
9,092
Married
2
Master's
Unemployed
6.868784
Rural
Comprehensive
0
7
775
1
2021-03-19 15:21:39.143708
Average
No
Rarely
House
522
41,799
64
Male
84,769
Married
3
High School
Employed
null
Suburban
Basic
0
16
493
3
2021-07-28 15:21:39.225916
Good
No
Monthly
House
23