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
34,700
62
Male
63,437
Married
4
PhD
Employed
27.858888
Urban
Premium
2
11
704
8
2022-01-08 15:21:39.085129
Good
No
Rarely
Condo
66
34,701
37
Male
30,911
Married
0
Bachelor's
null
22.151154
Suburban
Comprehensive
2
17
751
3
2020-08-15 15:21:39.098696
Poor
No
Rarely
Apartment
681
34,702
null
Female
117,539
Single
4
PhD
Self-Employed
null
Suburban
Basic
null
13
413
5
2024-01-19 15:21:39.202448
Average
Yes
Monthly
House
1,403
34,703
47
Female
27,983
Single
3
Master's
Employed
40.779802
Urban
Premium
2
14
796
3
2020-10-03 15:21:39.173834
Good
Yes
Rarely
House
452
34,704
38
Male
17,069
Single
null
PhD
Unemployed
37.281865
Urban
Premium
2
13
462
7
2022-09-29 15:21:39.152732
Poor
No
Rarely
House
1,006
34,705
56
Female
2,699
null
4
High School
null
29.742308
Suburban
Basic
null
8
777
5
2021-07-05 15:21:39.290098
Good
No
Monthly
Condo
463
34,706
37
Male
33,284
Divorced
3
High School
Unemployed
null
Urban
Comprehensive
2
7
752
5
2021-10-18 15:21:39.148733
Average
No
Weekly
Condo
1,782
34,707
29
Male
37,101
Divorced
1
Master's
Employed
25.539136
Rural
Premium
0
13
744
1
2023-01-31 15:21:39.134960
Good
No
Monthly
Apartment
180
34,708
41
Female
null
Divorced
2
High School
Employed
51.181302
Rural
Comprehensive
0
18
723
3
2020-06-20 15:21:39.263607
Good
No
Daily
Apartment
1,208
34,709
31
Female
40,770
Single
0
PhD
null
2.629528
Rural
Comprehensive
1
5
663
6
2021-03-24 15:21:39.261856
Average
Yes
Daily
Condo
1,836
34,710
62
Female
15,284
Single
0
Master's
Self-Employed
47.186516
Rural
Comprehensive
1
1
453
1
2024-01-16 15:21:39.237118
Poor
No
Monthly
Apartment
1,361
34,711
34
Male
50,912
Divorced
1
Bachelor's
Employed
38.128527
Rural
Comprehensive
1
10
507
9
2022-02-21 15:21:39.092127
Poor
No
Daily
Apartment
2,801
34,712
18
Female
25,404
Single
null
PhD
Employed
26.3971
Urban
Comprehensive
null
16
683
8
2022-02-28 15:21:39.110557
Poor
Yes
Rarely
Apartment
3,086
34,713
44
Female
45,966
Married
0
High School
Employed
17.847695
Rural
Comprehensive
1
11
554
8
2023-11-06 15:21:39.091080
Good
Yes
Weekly
Apartment
434
34,714
25
Male
92,483
Divorced
4
PhD
Self-Employed
27.143526
Urban
Basic
null
12
749
4
2021-12-09 15:21:39.098696
Average
No
Rarely
Apartment
49
34,715
58
Female
96,072
null
null
Master's
Unemployed
23.050108
Rural
Comprehensive
1
5
681
2
2023-06-15 15:21:39.104139
Good
Yes
Monthly
House
46
34,716
31
Female
61,359
Married
2
Master's
Unemployed
31.386216
Urban
Premium
null
8
761
7
2023-06-20 15:21:39.231531
Poor
No
Weekly
Condo
213
34,717
25
Female
5,968
Married
3
Bachelor's
Employed
37.24064
Suburban
Basic
0
10
831
4
2023-11-07 15:21:39.231531
Good
Yes
Rarely
Condo
727
34,718
63
Female
87,500
Married
0
PhD
Unemployed
22.838103
Urban
Premium
1
1
379
3
2023-07-05 15:21:39.134960
null
No
Weekly
Apartment
965
34,719
38
Male
128,820
Married
3
PhD
null
null
Suburban
Premium
0
12
394
7
2022-02-18 15:21:39.192212
Poor
No
Weekly
Condo
1,462
34,720
24
Female
18,368
Married
0
Bachelor's
Self-Employed
23.515818
Rural
Basic
3
1
null
9
2020-11-28 15:21:39.252145
Average
No
Daily
Apartment
990
34,721
51
Female
35,192
Married
1
Bachelor's
Employed
34.936355
Urban
Basic
null
12
613
4
2022-05-09 15:21:39.149731
Average
No
Weekly
Apartment
533
34,722
28
Female
16,054
null
4
Bachelor's
null
34.054332
Urban
Comprehensive
1
1
609
8
2019-08-21 15:21:39.218388
Good
No
Rarely
Apartment
772
34,723
43
Male
36,303
Divorced
2
High School
null
null
Urban
Comprehensive
0
9
822
4
2024-06-15 15:21:39.164044
Poor
Yes
Monthly
Condo
115
34,724
23
Male
19,130
Married
0
High School
null
30.352027
Suburban
Comprehensive
0
14
null
3
2021-10-02 15:21:39.254678
Average
No
Rarely
Apartment
2,545
34,725
56
Female
9,243
Married
3
Bachelor's
null
33.651697
Suburban
Basic
null
16
623
4
2024-05-27 15:21:39.088124
Poor
No
Weekly
Apartment
412
34,726
26
Male
3,775
Single
3
Master's
Employed
13.264988
Rural
Basic
0
12
648
1
2023-12-30 15:21:39.271453
null
No
Daily
Condo
1,276
34,727
53
Female
57,834
Divorced
null
Bachelor's
Self-Employed
9.865307
Urban
Comprehensive
null
13
366
9
2020-05-25 15:21:39.148733
Poor
No
Rarely
Apartment
652
34,728
27
Male
21,036
Divorced
2
PhD
Unemployed
26.248571
Suburban
Premium
0
4
672
4
2019-11-21 15:21:39.248098
Poor
No
Rarely
House
506
34,729
61
Male
7,842
Divorced
0
PhD
Unemployed
36.993745
Urban
Basic
1
7
779
4
2023-09-07 15:21:39.237118
Good
No
Daily
House
1,539
34,730
63
Male
57,155
Married
4
High School
null
45.271077
Rural
Premium
0
18
695
7
2020-12-27 15:21:39.237118
Good
Yes
Weekly
Apartment
196
34,731
39
Female
76,950
Married
3
PhD
null
null
Urban
Basic
1
18
481
7
2021-04-18 15:21:39.187211
Good
Yes
Weekly
Condo
817
34,732
48
Female
131,517
Divorced
1
PhD
Unemployed
23.722831
Urban
Premium
null
7
847
5
2022-03-20 15:21:39.155231
Poor
No
Rarely
Apartment
380
34,733
58
Male
15,274
Married
3
High School
Unemployed
18.36588
Urban
Basic
0
5
433
4
2021-06-28 15:21:39.145732
null
No
Rarely
Condo
909
34,734
61
Male
67
Single
2
High School
Unemployed
22.814451
Suburban
Comprehensive
0
3
766
3
2022-11-03 15:21:39.155231
Good
No
Monthly
House
459
34,735
49
Female
2,414
Single
1
High School
Employed
26.981059
Suburban
Premium
0
18
497
6
2021-02-24 15:21:39.125660
Poor
No
Daily
Condo
1,129
34,736
51
Female
44,170
Single
2
High School
Employed
33.078652
Urban
Basic
1
5
685
6
2023-11-02 15:21:39.091080
Poor
No
Monthly
House
609
34,737
52
Female
5,223
Single
null
Bachelor's
Self-Employed
7.140723
Rural
Premium
1
7
621
1
2021-03-11 15:21:39.201446
Poor
No
Daily
House
3,639
34,738
18
Male
60,582
Single
1
High School
Unemployed
18.095681
Rural
Comprehensive
0
5
739
2
2021-06-13 15:21:39.134960
Average
No
Daily
House
240
34,739
26
Male
5,529
Single
4
Master's
Unemployed
13.414037
Urban
Premium
0
6
null
5
2023-08-02 15:21:39.253660
null
No
Weekly
Apartment
1,519
34,740
37
Female
6,996
Married
4
PhD
Unemployed
35.394931
Urban
Comprehensive
null
13
460
6
2020-05-19 15:21:39.150730
Average
Yes
Daily
Apartment
1,748
34,741
29
Male
79,629
Married
2
PhD
Unemployed
4.272806
Urban
Basic
0
12
378
4
2020-07-26 15:21:39.224915
Poor
Yes
Daily
House
164
34,742
62
Male
1,641
Single
4
Bachelor's
Employed
23.643926
Suburban
Basic
1
9
734
9
2020-11-12 15:21:39.134960
Good
No
Daily
House
27
34,743
31
Male
39,096
Divorced
3
Master's
Self-Employed
16.818162
Urban
Premium
0
4
603
4
2020-05-05 15:21:39.123711
Average
Yes
Monthly
Condo
795
34,744
53
Female
27,189
Single
1
PhD
Self-Employed
31.89153
Suburban
Premium
null
17
718
6
2021-11-16 15:21:39.155231
Average
No
Daily
Apartment
397
34,745
42
Male
5,361
Single
3
PhD
null
22.644916
Urban
Premium
2
8
495
4
2022-08-01 15:21:39.222387
Good
Yes
Weekly
House
2,062
34,746
25
Male
45,652
Married
0
Master's
null
28.27494
Suburban
Basic
0
11
798
1
2023-10-09 15:21:39.133866
Poor
Yes
Rarely
House
1,258
34,747
null
Male
100,849
Divorced
4
Bachelor's
null
null
Rural
Basic
null
17
437
6
2024-03-21 15:21:39.237118
Poor
No
Daily
House
491
34,748
27
Female
4,433
null
1
Master's
Employed
null
Suburban
Basic
3
4
null
8
2022-09-25 15:21:39.109552
Good
No
Daily
Condo
1,409
34,749
21
Male
11,551
Divorced
1
High School
null
24.566842
Urban
Comprehensive
0
14
null
2
2020-02-22 15:21:39.134960
Average
No
Weekly
Apartment
454
34,750
28
Male
6,344
Married
2
High School
Employed
43.849765
Rural
Premium
1
9
513
9
2020-03-18 15:21:39.267454
Average
No
Rarely
Apartment
604
34,751
63
Female
1,588
Divorced
1
High School
null
9.988485
Urban
Premium
2
16
569
1
2020-02-28 15:21:39.274993
Poor
Yes
Weekly
Apartment
928
34,752
60
Male
3,851
Divorced
2
Master's
null
3.784548
Urban
Basic
null
12
568
8
2020-08-16 15:21:39.182597
null
Yes
Monthly
Condo
1,485
34,753
null
Female
18,077
Divorced
null
Master's
null
38.766835
Urban
Basic
null
13
676
5
2022-05-11 15:21:39.256696
Poor
Yes
Monthly
House
1,562
34,754
39
Female
5,839
Single
null
PhD
Employed
34.935382
Urban
Comprehensive
1
11
469
3
2020-09-29 15:21:39.134960
Good
No
Monthly
Condo
706
34,755
30
Female
18,340
Married
2
Master's
Self-Employed
32.896941
Urban
Premium
0
3
null
1
2020-09-30 15:21:39.087123
Poor
No
Monthly
House
618
34,756
23
Female
42,149
Divorced
0
High School
Unemployed
10.934136
Suburban
Premium
2
6
null
2
2020-08-25 15:21:39.279729
Poor
No
Weekly
House
1,011
34,757
53
Male
12,042
Married
0
PhD
Unemployed
11.839652
Suburban
Basic
null
0
566
7
2022-09-24 15:21:39.288099
Poor
Yes
Weekly
Apartment
617
34,758
40
Male
40,954
Single
3
PhD
Self-Employed
33.640413
Suburban
Basic
2
1
647
5
2023-04-14 15:21:39.129190
Average
No
Rarely
House
38
34,759
48
Male
51,732
Single
2
Bachelor's
Self-Employed
45.039486
Urban
Comprehensive
2
7
623
7
2022-02-08 15:21:39.236064
Poor
No
Daily
Condo
2,694
34,760
55
Male
21,843
Married
2
PhD
Employed
21.055517
Urban
Comprehensive
3
13
847
8
2021-12-18 15:21:39.093681
Poor
No
Weekly
House
1,144
34,761
34
Female
65,765
Married
null
High School
Unemployed
7.16058
Urban
Premium
null
5
706
2
2021-09-21 15:21:39.117183
Poor
No
Daily
House
92
34,762
36
Female
3,468
Married
0
PhD
Employed
null
Suburban
Comprehensive
null
13
513
7
2024-04-02 15:21:39.237118
Poor
No
Monthly
Condo
801
34,763
31
Female
577
Married
3
Master's
Self-Employed
null
Urban
Basic
null
11
651
8
2022-03-11 15:21:39.288099
Poor
No
Monthly
Condo
742
34,764
40
Female
3,907
Single
2
Bachelor's
null
16.327869
Rural
Premium
0
5
835
5
2022-07-28 15:21:39.184157
Good
Yes
Daily
House
2,171
34,765
31
Female
2,864
Married
3
High School
Self-Employed
35.151156
Suburban
Basic
null
8
514
4
2020-01-29 15:21:39.096739
Average
Yes
Weekly
Condo
2,597
34,766
24
Male
120,123
Married
0
Bachelor's
null
16.628719
Rural
Basic
0
11
382
7
2024-06-24 15:21:39.112553
Average
Yes
Monthly
Apartment
1,838
34,767
44
Female
29,897
Single
2
High School
null
30.656447
Rural
Premium
0
2
787
2
2021-12-19 15:21:39.237118
Good
Yes
Rarely
House
796
34,768
50
Female
28,399
Married
3
Bachelor's
Unemployed
33.547485
Urban
Premium
1
18
821
7
2020-02-10 15:21:39.237118
Average
No
Monthly
Apartment
537
34,769
21
Male
67,374
Single
3
PhD
null
29.938555
Urban
Basic
0
1
339
8
2020-03-19 15:21:39.235012
Good
Yes
Daily
Condo
603
34,770
28
Female
2,818
Divorced
0
Bachelor's
null
9.913955
Urban
Basic
0
17
754
7
2020-08-27 15:21:39.191219
Good
Yes
Rarely
Apartment
2,668
34,771
53
Female
39,746
Single
3
Master's
Unemployed
25.049106
Rural
Comprehensive
2
15
644
7
2022-07-12 15:21:39.171102
Average
No
Rarely
Apartment
694
34,772
23
Female
98,803
Married
1
High School
Unemployed
11.121936
Urban
Comprehensive
2
1
364
3
2020-07-26 15:21:39.191219
null
No
Daily
Apartment
553
34,773
54
Male
null
Married
3
High School
Employed
24.09172
Rural
Comprehensive
null
6
637
8
2021-07-01 15:21:39.237118
Good
No
Daily
House
101
34,774
62
Male
71,598
Divorced
2
Bachelor's
Unemployed
null
Urban
Basic
3
7
524
1
2024-07-25 15:21:39.155231
Average
Yes
Weekly
House
705
34,775
47
Male
7,839
Married
4
PhD
Unemployed
23.583286
Rural
Basic
null
0
790
9
2022-07-10 15:21:39.237118
Average
No
Rarely
House
487
34,776
63
Male
43,960
null
1
High School
null
16.121477
Rural
Premium
0
2
612
2
2024-06-23 15:21:39.101733
Poor
No
Rarely
House
3,919
34,777
43
Female
126,937
Single
0
PhD
Employed
14.894626
Urban
Premium
0
19
466
5
2023-07-19 15:21:39.278402
null
Yes
Monthly
House
27
34,778
45
Female
32,078
Married
4
Master's
Employed
16.735345
Suburban
Premium
null
11
796
6
2022-11-03 15:21:39.155231
Poor
Yes
Monthly
Condo
271
34,779
34
Male
80,732
Married
1
High School
Employed
34.399997
Urban
Basic
1
17
317
7
2024-03-15 15:21:39.274993
Average
Yes
Monthly
Condo
515
34,780
45
Female
10,485
Divorced
0
High School
Self-Employed
50.177813
Urban
Premium
1
5
427
6
2024-01-18 15:21:39.134960
null
Yes
Weekly
Apartment
3,092
34,781
46
Male
6,971
Married
3
Master's
Self-Employed
34.331255
Rural
Comprehensive
0
2
518
5
2022-03-13 15:21:39.134960
Good
Yes
Daily
Condo
1,584
34,782
56
Female
26,017
Married
1
Bachelor's
null
9.781438
Suburban
Comprehensive
null
14
null
6
2020-06-02 15:21:39.192212
Average
Yes
Monthly
Condo
1,022
34,783
18
Male
58,566
Divorced
0
High School
Unemployed
29.357854
Urban
Comprehensive
null
19
null
7
2021-09-08 15:21:39.096739
Good
No
Daily
Condo
49
34,784
30
Female
87,964
Single
1
Bachelor's
Self-Employed
40.093716
Suburban
Premium
1
13
397
5
2020-02-14 15:21:39.155231
Poor
Yes
Daily
Condo
2,177
34,785
35
Male
104,097
Married
4
PhD
Unemployed
23.752304
Rural
Premium
0
8
707
7
2021-03-31 15:21:39.174719
Poor
No
Daily
House
97
34,786
26
Male
17,272
Married
3
PhD
Employed
33.692795
Rural
Comprehensive
null
8
719
6
2022-07-09 15:21:39.134960
Good
Yes
Monthly
House
948
34,787
22
Male
28,785
Married
0
High School
null
31.082088
Urban
Basic
null
19
459
6
2022-05-17 15:21:39.134960
Good
Yes
Weekly
House
761
34,788
30
Female
44,633
Divorced
2
Master's
null
46.017922
Urban
Basic
null
16
785
4
2021-01-26 15:21:39.274993
Poor
No
Monthly
House
1,329
34,789
19
Female
3,620
Single
3
Master's
Employed
20.914007
Urban
Basic
null
6
752
4
2020-02-28 15:21:39.182597
Poor
No
Monthly
House
3,245
34,790
45
Male
47,829
Single
3
Master's
null
51.95194
Suburban
Comprehensive
1
9
462
6
2021-05-08 15:21:39.219432
Average
Yes
Daily
Condo
814
34,791
47
Female
619
Single
2
Bachelor's
null
37.084061
Suburban
Premium
2
6
null
9
2023-06-28 15:21:39.273973
Good
No
Monthly
Apartment
1,358
34,792
57
Female
26,516
Divorced
3
Bachelor's
Unemployed
28.1957
Urban
Basic
3
15
543
8
2021-09-23 15:21:39.237118
Average
Yes
Monthly
Condo
265
34,793
54
Female
27,281
Single
0
PhD
Employed
15.976939
Rural
Basic
null
7
683
1
2024-04-20 15:21:39.257696
Good
Yes
Weekly
House
1,673
34,794
18
Male
44,300
Married
1
PhD
Employed
20.272098
Rural
Comprehensive
1
4
753
6
2023-08-27 15:21:39.119168
null
No
Weekly
Condo
558
34,795
58
Male
38,969
Divorced
2
High School
Self-Employed
31.974272
Rural
Comprehensive
1
2
498
7
2020-10-06 15:21:39.080440
Poor
No
Rarely
Apartment
2,175
34,796
56
Female
null
Married
3
Master's
Employed
23.922286
Rural
Basic
2
5
748
7
2023-11-04 15:21:39.134960
Average
No
Monthly
Condo
112
34,797
47
Male
43,825
Married
3
PhD
null
9.878274
Urban
Basic
0
13
813
2
2023-04-26 15:21:39.145732
Poor
Yes
Rarely
Condo
2,069
34,798
54
Male
29,190
Married
3
High School
null
25.302031
Rural
Premium
null
7
372
5
2020-09-09 15:21:39.221386
Average
No
Monthly
House
1,109
34,799
50
Female
113,099
Married
4
Master's
Unemployed
46.554071
Urban
Premium
0
3
491
1
2020-01-17 15:21:39.219432
null
Yes
Monthly
House
817