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
20,700
28
Male
null
Divorced
0
PhD
Unemployed
38.392519
Suburban
Basic
2
14
null
4
2022-02-08 15:21:39.189223
Good
Yes
Monthly
Apartment
413
20,701
18
Male
118,712
Single
4
High School
Self-Employed
33.479217
Rural
Comprehensive
3
5
718
8
2024-05-14 15:21:39.155231
Average
Yes
Weekly
House
3,080
20,702
56
Female
1,224
Single
4
PhD
Self-Employed
28.01384
Urban
Premium
2
2
716
2
2020-02-24 15:21:39.146733
Poor
Yes
Monthly
House
1,015
20,703
58
Male
15,408
Divorced
2
PhD
Self-Employed
29.957756
Suburban
Premium
0
17
628
8
2022-02-16 15:21:39.279729
Poor
Yes
Monthly
House
2,845
20,704
35
Male
35,297
Divorced
4
Master's
null
22.16377
Rural
Premium
1
6
null
4
2023-11-28 15:21:39.188220
null
Yes
Rarely
Condo
1,270
20,705
24
Male
4,621
Divorced
2
PhD
Employed
25.283989
Suburban
Comprehensive
1
5
564
2
2020-12-10 15:21:39.155231
Poor
Yes
Monthly
House
2,789
20,706
58
Male
9,077
Divorced
3
Bachelor's
Self-Employed
19.545567
Suburban
Basic
0
5
596
6
2021-08-08 15:21:39.184157
Good
No
Monthly
House
100
20,707
59
Female
51,762
Married
4
PhD
Self-Employed
15.47453
Urban
Basic
1
18
796
6
2021-11-13 15:21:39.197445
Good
No
Rarely
Condo
86
20,708
54
Male
33,322
Single
1
PhD
Self-Employed
29.547611
Suburban
Premium
0
14
536
8
2021-08-10 15:21:39.155231
Poor
No
Daily
Apartment
620
20,709
43
Female
45,921
Single
4
Bachelor's
Self-Employed
18.79788
Urban
Premium
0
17
538
1
2024-04-15 15:21:39.259788
Good
No
Daily
House
736
20,710
56
Male
9,058
Divorced
0
Master's
null
31.652365
Suburban
Comprehensive
0
6
626
8
2022-05-07 15:21:39.155231
Average
No
Weekly
Apartment
778
20,711
59
Male
80,956
Single
null
High School
Unemployed
null
Urban
Premium
null
3
767
8
2020-11-19 15:21:39.085129
Good
No
Monthly
House
2,882
20,712
55
Female
23,891
Married
null
PhD
Self-Employed
null
Suburban
Premium
0
1
491
5
2023-09-12 15:21:39.080440
Good
No
Weekly
House
1,770
20,713
32
Male
23,963
Divorced
2
Master's
null
46.634946
Rural
Basic
1
6
765
4
2020-04-20 15:21:39.152732
Average
Yes
Monthly
Condo
584
20,714
36
Female
55,036
Single
0
PhD
Unemployed
51.123431
Urban
Comprehensive
0
2
703
9
2020-08-27 15:21:39.169102
Poor
Yes
Daily
Condo
756
20,715
43
Female
47,435
Divorced
null
Master's
Employed
29.232885
Suburban
Basic
2
10
551
3
2023-01-02 15:21:39.170099
Average
Yes
Monthly
Condo
2,560
20,716
58
Male
38,063
Single
3
High School
Unemployed
5.967498
Suburban
Basic
2
3
798
6
2022-02-06 15:21:39.116179
Poor
Yes
Weekly
Apartment
945
20,717
54
Female
17,062
Married
0
PhD
Self-Employed
17.847788
Suburban
Basic
0
18
603
5
2023-02-20 15:21:39.155231
Good
Yes
Weekly
House
1,314
20,718
29
Female
286
Divorced
1
PhD
Unemployed
16.242769
Urban
Premium
0
7
718
6
2024-02-29 15:21:39.229482
Good
No
Weekly
Apartment
679
20,719
64
Female
44,101
Divorced
0
High School
null
18.356313
Suburban
Basic
0
8
667
6
2021-10-20 15:21:39.237118
Poor
Yes
Monthly
House
3,106
20,720
27
Male
2,096
Single
4
Master's
Employed
4.828241
Rural
Comprehensive
null
10
630
1
2022-02-20 15:21:39.207847
Poor
No
Monthly
Apartment
20
20,721
23
Male
11,863
Single
3
Bachelor's
Employed
12.337959
Rural
Premium
1
10
622
4
2019-11-07 15:21:39.132191
Poor
Yes
Rarely
Condo
932
20,722
63
Male
5,546
Married
4
Master's
null
45.502896
Urban
Comprehensive
0
15
518
8
2024-02-14 15:21:39.087123
Poor
Yes
Monthly
Condo
923
20,723
64
Male
18,635
Single
4
Master's
Unemployed
45.68107
Suburban
Comprehensive
null
6
490
1
2021-09-06 15:21:39.092127
Average
No
Weekly
Apartment
1,005
20,724
28
Male
2,898
Married
4
PhD
Self-Employed
12.907815
Suburban
Comprehensive
2
7
635
3
2024-05-21 15:21:39.190215
Poor
Yes
Weekly
Apartment
609
20,725
41
Female
64,722
null
3
Master's
Employed
36.292931
Suburban
Premium
2
7
436
6
2020-05-25 15:21:39.106582
Average
No
Monthly
Condo
1,421
20,726
58
Male
76,732
Single
1
Bachelor's
Unemployed
22.93902
Urban
Premium
null
7
606
1
2022-08-19 15:21:39.235012
Good
Yes
Weekly
Condo
340
20,727
18
Female
35,759
Divorced
0
Master's
null
40.989938
Urban
Basic
2
18
null
1
2021-05-14 15:21:39.087123
Average
Yes
Rarely
Condo
1,729
20,728
61
Female
25,776
Single
2
High School
Unemployed
14.908687
Urban
Comprehensive
0
13
644
3
2023-02-03 15:21:39.276901
Average
Yes
Daily
House
441
20,729
34
Female
27,189
Single
4
PhD
Employed
39.427547
Suburban
Premium
0
8
null
3
2019-10-07 15:21:39.254678
Good
No
Rarely
House
124
20,730
37
Male
15,189
Divorced
null
Bachelor's
Employed
7.534644
Suburban
Basic
0
5
467
3
2022-05-18 15:21:39.155231
Poor
No
Weekly
Apartment
872
20,731
25
Female
1,169
Divorced
3
Bachelor's
Employed
null
Suburban
Basic
null
12
587
2
2021-11-08 15:21:39.171102
Good
Yes
Daily
Apartment
38
20,732
34
Female
4,973
Single
3
PhD
Employed
33.567606
Suburban
Comprehensive
2
11
484
5
2023-05-18 15:21:39.267454
Poor
Yes
Weekly
Condo
1,350
20,733
62
Male
30,764
Married
null
Bachelor's
Employed
25.018432
Urban
Premium
null
7
807
3
2022-11-15 15:21:39.252145
null
No
Weekly
Apartment
1,093
20,734
20
Female
56,939
Divorced
4
PhD
Unemployed
29.10796
Suburban
Premium
null
3
376
5
2019-12-06 15:21:39.112553
null
No
Monthly
House
148
20,735
59
Male
null
Single
2
Master's
null
43.261829
Rural
Comprehensive
1
13
424
5
2020-01-04 15:21:39.168099
Average
Yes
Rarely
House
1,336
20,736
64
Female
2,216
Single
0
High School
Unemployed
31.441128
Suburban
Basic
1
7
752
1
2023-03-19 15:21:39.155231
Average
Yes
Weekly
Condo
1,987
20,737
29
Male
91,075
Married
null
Bachelor's
Self-Employed
33.252369
Suburban
Basic
3
3
420
5
2021-12-13 15:21:39.129190
Average
No
Rarely
House
2,058
20,738
18
Male
813
Single
0
PhD
null
7.837281
Rural
Premium
2
17
778
3
2021-04-28 15:21:39.134960
Good
Yes
Weekly
Condo
563
20,739
46
Male
2,445
Single
0
PhD
Self-Employed
35.574775
Rural
Basic
2
5
null
7
2024-01-04 15:21:39.085129
Good
No
Rarely
Apartment
2,374
20,740
48
Male
43,714
Divorced
1
Master's
Self-Employed
35.784567
Urban
Basic
2
2
659
6
2022-11-09 15:21:39.155231
null
Yes
Monthly
House
901
20,741
22
Female
1,593
Divorced
3
Bachelor's
Self-Employed
16.959491
Rural
Premium
0
8
420
7
2020-06-25 15:21:39.134960
Average
No
Daily
Apartment
514
20,742
null
Female
43,905
Divorced
3
PhD
Employed
19.554025
Suburban
Comprehensive
0
14
438
9
2021-04-28 15:21:39.122134
Average
No
Monthly
Condo
1,375
20,743
23
Male
6,830
Married
3
PhD
null
39.06813
Urban
Basic
1
15
624
9
2022-09-25 15:21:39.154008
Good
No
Rarely
Apartment
724
20,744
37
Male
59,712
Divorced
3
PhD
null
null
Rural
Basic
null
11
573
7
2023-08-05 15:21:39.144722
null
Yes
Daily
House
1,762
20,745
49
Male
103,037
Married
2
High School
Unemployed
12.161635
Urban
Comprehensive
null
12
464
1
2023-05-18 15:21:39.088124
Poor
No
Weekly
House
377
20,746
43
Male
16,057
Single
4
PhD
Unemployed
null
Urban
Comprehensive
null
0
null
5
2020-03-24 15:21:39.213373
Average
No
Monthly
Apartment
952
20,747
32
Female
63,745
Divorced
3
PhD
null
30.623312
Urban
Basic
1
4
504
9
2020-09-12 15:21:39.237118
Good
Yes
Daily
Condo
61
20,748
45
Female
2,414
Married
4
High School
null
12.836785
Suburban
Premium
0
4
596
4
2020-10-12 15:21:39.134960
Good
No
Daily
House
36
20,749
32
Male
36,214
Single
2
Master's
Unemployed
null
Suburban
Premium
null
2
775
4
2019-11-04 15:21:39.102694
Average
No
Daily
Apartment
919
20,750
59
Male
25,420
Single
0
High School
null
14.745612
Rural
Premium
0
19
584
1
2022-12-18 15:21:39.237118
Average
No
Rarely
Condo
676
20,751
53
Male
45
Married
2
PhD
Self-Employed
38.628599
Suburban
Comprehensive
1
19
653
5
2022-05-11 15:21:39.172097
Average
No
Rarely
Condo
664
20,752
25
Male
26,961
Married
2
Master's
Self-Employed
14.837831
Urban
Premium
null
5
798
9
2021-02-02 15:21:39.256696
Good
No
Monthly
House
811
20,753
26
Male
33,935
Divorced
0
Bachelor's
Employed
35.948383
Urban
Premium
null
16
755
6
2021-10-18 15:21:39.194829
Good
Yes
Monthly
House
337
20,754
54
Female
2,976
Single
2
Bachelor's
null
39.527883
Suburban
Comprehensive
2
4
805
3
2023-07-14 15:21:39.170099
null
No
Daily
House
843
20,755
31
Female
2,906
Divorced
3
Bachelor's
Unemployed
14.017951
Suburban
Basic
1
2
491
4
2023-08-05 15:21:39.134960
Poor
No
Monthly
Condo
1,296
20,756
43
Female
26,351
Married
0
PhD
Self-Employed
42.15559
Suburban
Comprehensive
1
10
782
4
2021-10-18 15:21:39.081504
null
No
Rarely
House
928
20,757
50
Female
88,038
Married
0
Bachelor's
Employed
47.638751
Urban
Comprehensive
1
8
790
7
2021-10-13 15:21:39.105504
Average
No
Monthly
Apartment
337
20,758
44
Female
20,997
Divorced
2
Bachelor's
Employed
35.072299
Rural
Premium
null
17
548
4
2020-12-31 15:21:39.205850
Poor
Yes
Daily
House
2,726
20,759
63
Male
15,222
Divorced
3
PhD
Self-Employed
30.81189
Rural
Premium
1
2
693
8
2023-11-02 15:21:39.120168
Average
Yes
Rarely
Condo
1,131
20,760
41
Female
15,963
Divorced
3
High School
Employed
24.520975
Suburban
Comprehensive
2
17
497
9
2022-07-10 15:21:39.283783
Poor
Yes
Rarely
Condo
904
20,761
51
Male
45,439
Married
0
PhD
Self-Employed
8.877582
Suburban
Basic
null
13
436
9
2019-10-08 15:21:39.134960
Poor
No
Daily
Condo
510
20,762
29
Female
5,525
Married
4
Master's
null
14.346513
Suburban
Premium
4
16
498
8
2022-12-18 15:21:39.237118
Average
No
Rarely
Apartment
576
20,763
46
Male
2,859
Divorced
3
PhD
Employed
18.796051
Urban
Basic
0
10
454
9
2023-11-18 15:21:39.218388
Poor
No
Monthly
Condo
1,108
20,764
64
Male
16,877
Married
4
High School
null
35.276883
Suburban
Basic
1
13
786
5
2024-07-10 15:21:39.152732
Poor
Yes
Monthly
Condo
283
20,765
18
Female
null
Married
2
PhD
Unemployed
30.687745
Suburban
Premium
0
16
419
4
2022-06-28 15:21:39.280784
Good
Yes
Rarely
Apartment
991
20,766
52
Female
651
Married
4
PhD
null
18.691738
Urban
Basic
1
15
549
8
2020-09-07 15:21:39.155231
null
No
Weekly
House
1,402
20,767
58
Male
716
Married
2
High School
null
3.878031
Suburban
Premium
null
9
742
7
2021-01-09 15:21:39.221386
Average
Yes
Rarely
Apartment
2,864
20,768
64
Male
16,696
Married
3
Bachelor's
Unemployed
null
Rural
Basic
0
14
479
4
2023-11-02 15:21:39.151732
null
No
Monthly
House
807
20,769
53
Male
3,915
Married
0
PhD
Unemployed
null
Rural
Comprehensive
0
3
652
4
2020-02-19 15:21:39.278402
Poor
Yes
Daily
Apartment
3,021
20,770
49
Male
44,946
Married
0
Master's
null
19.919199
Urban
Comprehensive
null
13
586
8
2024-08-14 15:21:39.164044
Average
No
Rarely
Apartment
533
20,771
20
Female
35,297
Single
3
PhD
Unemployed
30.608821
Urban
Premium
null
8
null
3
2024-04-18 15:21:39.206847
Poor
Yes
Rarely
Condo
4,085
20,772
43
Male
2,698
Divorced
0
High School
Employed
14.771237
Suburban
Comprehensive
1
10
588
3
2019-10-02 15:21:39.148733
Poor
Yes
Daily
Condo
1,521
20,773
51
Female
73,496
Married
1
High School
Employed
36.049094
Suburban
Basic
1
13
553
2
2023-12-07 15:21:39.251142
Good
No
Daily
Condo
130
20,774
35
Male
null
Divorced
3
Master's
null
44.819474
Urban
Premium
null
10
336
6
2020-12-31 15:21:39.212862
Good
Yes
Rarely
House
555
20,775
57
Female
7,087
Married
1
PhD
Self-Employed
28.965645
Rural
Comprehensive
0
13
769
6
2023-11-15 15:21:39.209847
Poor
Yes
Rarely
House
1,173
20,776
39
Male
18,794
Divorced
1
High School
null
24.580065
Rural
Premium
null
17
null
7
2021-04-18 15:21:39.151732
null
Yes
Daily
House
3,968
20,777
24
Female
5,788
Divorced
0
Master's
Employed
44.086858
Urban
Comprehensive
1
17
747
8
2022-09-08 15:21:39.134960
Average
No
Monthly
Apartment
531
20,778
35
Female
22,271
null
2
Master's
Unemployed
17.92422
Urban
Premium
0
7
829
8
2020-02-15 15:21:39.221386
Average
Yes
Monthly
Apartment
222
20,779
41
Female
37,077
Divorced
1
Master's
Self-Employed
12.164887
Suburban
Comprehensive
null
0
712
7
2021-07-18 15:21:39.187211
Good
No
Monthly
Apartment
752
20,780
18
Female
35,759
Married
2
Bachelor's
Employed
6.449943
Rural
Comprehensive
2
9
469
3
2022-09-04 15:21:39.167099
Average
Yes
Daily
House
539
20,781
32
Female
26,681
Single
2
High School
Unemployed
12.664388
Suburban
Premium
0
10
442
1
2020-05-28 15:21:39.147735
Poor
No
Monthly
Condo
305
20,782
null
Female
18,054
Married
1
PhD
Unemployed
37.86868
Urban
Basic
null
5
697
4
2024-05-26 15:21:39.090124
Poor
Yes
Daily
House
1,238
20,783
34
Female
87,644
Single
0
PhD
null
40.82335
Rural
Basic
0
8
365
4
2023-07-19 15:21:39.151732
Good
Yes
Rarely
Condo
1,685
20,784
35
Female
null
Single
1
Bachelor's
Employed
33.996867
Suburban
Basic
3
7
313
6
2022-12-29 15:21:39.228521
Poor
No
Weekly
House
1,664
20,785
63
Female
8,098
Single
3
Bachelor's
null
22.449987
Suburban
Comprehensive
1
17
719
9
2020-06-29 15:21:39.237118
Average
No
Monthly
Apartment
478
20,786
24
Male
10,963
Divorced
1
PhD
Employed
32.474868
Suburban
Premium
1
5
513
7
2021-01-13 15:21:39.134960
Good
Yes
Weekly
House
1,290
20,787
61
Male
42,228
Married
3
Bachelor's
Unemployed
10.924358
Suburban
Comprehensive
2
12
767
1
2022-07-19 15:21:39.283783
Average
No
Weekly
Condo
635
20,788
36
Male
764
Married
3
Bachelor's
Unemployed
38.813233
Urban
Premium
0
5
495
6
2021-07-08 15:21:39.098696
Average
Yes
Rarely
House
1,324
20,789
25
Male
518
Single
3
High School
Employed
13.937689
Suburban
Basic
null
4
489
6
2024-03-14 15:21:39.186212
Good
No
Monthly
House
2,845
20,790
29
Female
43,850
Married
4
Bachelor's
null
37.8373
Urban
Comprehensive
null
12
810
2
2023-06-12 15:21:39.221386
Average
No
Daily
Apartment
282
20,791
52
Male
17,962
Divorced
3
Master's
Self-Employed
11.137539
Suburban
Comprehensive
1
14
690
5
2022-10-12 15:21:39.197445
Poor
No
Rarely
Condo
2,489
20,792
52
Female
11,264
Married
0
Bachelor's
Unemployed
36.644725
Rural
Basic
0
11
657
7
2020-09-27 15:21:39.277975
Average
No
Daily
House
2,190
20,793
27
Male
25,863
Married
2
PhD
null
14.948861
Urban
Premium
1
4
417
4
2023-01-27 15:21:39.188220
null
Yes
Daily
Condo
1,103
20,794
41
Female
7,848
Married
4
High School
null
18.030826
Suburban
Basic
0
17
685
4
2020-01-14 15:21:39.134960
Good
No
Monthly
Condo
970
20,795
38
Female
1,499
Married
2
Master's
Employed
12.82571
Rural
Basic
2
1
548
4
2020-09-11 15:21:39.204790
Average
No
Daily
Condo
85
20,796
48
Female
7,095
Single
3
High School
Employed
23.881775
Suburban
Premium
null
12
330
4
2020-09-11 15:21:39.258696
Good
Yes
Monthly
Condo
703
20,797
29
Male
23,783
Married
1
PhD
Self-Employed
35.7581
Suburban
Comprehensive
2
13
569
6
2019-11-21 15:21:39.192212
Poor
Yes
Weekly
Condo
2,094
20,798
34
Female
14,912
Single
0
High School
Unemployed
13.727858
Rural
Basic
1
8
749
6
2021-03-11 15:21:39.246098
Good
No
Weekly
House
386
20,799
33
Male
87,347
Single
3
Bachelor's
null
35.944441
Urban
Basic
null
16
361
5
2020-09-04 15:21:39.091080
Good
No
Monthly
Condo
1,258