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
19,700
49
Male
21,727
Single
0
Master's
null
16.898271
Suburban
Comprehensive
null
16
824
1
2020-03-02 15:21:39.209847
Good
No
Monthly
House
3,323
19,701
44
Male
10,049
Married
0
Master's
null
46.826509
Rural
Comprehensive
null
15
639
2
2022-11-20 15:21:39.190215
Poor
No
Weekly
House
649
19,702
61
Male
null
Single
1
High School
Self-Employed
23.086581
Urban
Basic
null
9
431
6
2021-01-15 15:21:39.091080
Poor
Yes
Monthly
Condo
179
19,703
29
Male
72,682
null
2
High School
Unemployed
26.682773
Suburban
Basic
3
7
517
7
2022-09-14 15:21:39.222387
Average
No
Rarely
House
513
19,704
51
Male
21,225
Single
3
Master's
Self-Employed
23.140351
Urban
Premium
null
13
687
4
2020-01-30 15:21:39.113566
Good
No
Daily
House
528
19,705
57
Female
28,249
Single
3
PhD
null
6.918922
Rural
Premium
0
17
696
8
2023-05-08 15:21:39.134960
Poor
Yes
Weekly
House
749
19,706
35
Female
47,747
null
2
High School
Self-Employed
23.265028
Rural
Basic
0
6
307
5
2019-08-20 15:21:39.134960
Good
Yes
Rarely
Apartment
942
19,707
26
Female
null
Single
3
PhD
Employed
29.529412
Rural
Comprehensive
null
7
424
6
2020-06-20 15:21:39.134960
Good
No
Monthly
Apartment
617
19,708
46
Male
null
Single
3
PhD
Unemployed
41.917229
Suburban
Comprehensive
0
6
394
1
2023-04-23 15:21:39.237118
Average
No
Rarely
Condo
1,011
19,709
50
Female
29,092
Single
0
PhD
Employed
null
Urban
Basic
0
11
446
7
2019-11-09 15:21:39.134960
Average
Yes
Weekly
Condo
1,017
19,710
47
Female
null
Divorced
0
Master's
Self-Employed
11.285829
Suburban
Premium
null
4
642
4
2023-05-06 15:21:39.175719
Poor
No
Daily
Condo
111
19,711
18
Female
120,120
Single
0
PhD
Employed
35.246313
Urban
Basic
null
0
410
1
2021-01-13 15:21:39.155231
Poor
Yes
Monthly
Condo
770
19,712
62
Female
712
Married
1
Master's
Self-Employed
10.693465
Urban
Comprehensive
1
10
477
8
2020-07-18 15:21:39.122134
Poor
No
Rarely
Condo
537
19,713
58
Female
5,535
Divorced
3
PhD
Self-Employed
21.142741
Suburban
Premium
0
5
310
2
2021-06-24 15:21:39.150730
Poor
Yes
Daily
House
3,294
19,714
62
Female
30,206
Divorced
4
Bachelor's
null
15.95747
Rural
Premium
1
5
709
7
2024-03-19 15:21:39.148733
Average
Yes
Rarely
House
397
19,715
null
Female
10,071
Single
0
High School
Employed
5.799637
Suburban
Comprehensive
1
1
614
4
2020-10-05 15:21:39.155231
Good
Yes
Daily
Apartment
130
19,716
32
Male
25,563
Single
1
High School
Employed
24.914215
Rural
Basic
0
7
564
2
2022-08-09 15:21:39.124659
Average
Yes
Weekly
House
1,791
19,717
30
Male
142,754
Single
null
PhD
null
19.622971
Rural
Premium
0
10
678
3
2024-05-03 15:21:39.134960
Average
No
Weekly
Condo
228
19,718
45
Female
30,982
Married
4
High School
Self-Employed
36.959286
Suburban
Comprehensive
0
0
653
2
2023-02-25 15:21:39.190215
Average
Yes
Rarely
Condo
715
19,719
56
Male
6,991
Divorced
null
High School
null
19.869365
Urban
Comprehensive
null
16
null
7
2020-05-09 15:21:39.134960
Good
Yes
Rarely
Apartment
438
19,720
53
Female
17,939
Divorced
2
PhD
null
18.40844
Suburban
Premium
null
5
677
6
2024-05-10 15:21:39.134960
null
Yes
Weekly
Condo
175
19,721
24
Female
41,311
Single
4
Master's
Employed
23.622747
Suburban
Premium
null
0
395
4
2022-06-29 15:21:39.223901
Poor
Yes
Daily
Condo
782
19,722
22
Male
3,342
Married
3
High School
Unemployed
23.822896
Suburban
Basic
1
6
789
4
2022-09-20 15:21:39.193945
Good
No
Daily
Condo
329
19,723
64
Male
578
Single
0
PhD
null
24.735879
Suburban
Premium
1
4
785
3
2023-05-13 15:21:39.148733
Good
Yes
Monthly
House
328
19,724
60
Female
18,692
Divorced
4
High School
Employed
31.945561
Suburban
Basic
1
13
null
4
2023-01-30 15:21:39.134960
Average
Yes
Rarely
House
825
19,725
23
Male
17
Single
3
Bachelor's
Employed
37.381796
Urban
Premium
null
17
704
8
2021-06-15 15:21:39.202448
Poor
No
Monthly
Condo
3,168
19,726
40
Female
25,448
Divorced
2
Master's
null
19.186693
Urban
Basic
null
16
384
2
2024-01-29 15:21:39.081504
Average
Yes
Rarely
Apartment
2,971
19,727
30
Male
12,810
Married
2
Master's
Unemployed
50.390762
Rural
Comprehensive
null
18
522
5
2022-01-24 15:21:39.100695
Good
No
Monthly
House
1,062
19,728
27
Male
26,863
Married
1
PhD
null
25.281262
Rural
Premium
null
4
539
8
2021-04-22 15:21:39.155231
Poor
No
Weekly
House
446
19,729
33
Female
73,088
Divorced
4
Bachelor's
Unemployed
null
Rural
Premium
0
13
536
5
2024-05-07 15:21:39.146733
null
Yes
Daily
Condo
2,120
19,730
57
Male
28,332
Single
0
Bachelor's
Employed
31.794727
Urban
Comprehensive
0
9
782
7
2021-03-20 15:21:39.168099
Good
Yes
Monthly
House
565
19,731
27
Male
40,745
Divorced
3
Master's
Unemployed
19.929088
Urban
Premium
null
18
638
2
2021-01-17 15:21:39.280784
Average
Yes
Monthly
Apartment
842
19,732
36
Male
6,859
Married
3
PhD
Employed
19.094925
Suburban
Basic
3
15
null
9
2020-02-14 15:21:39.217387
Good
No
Weekly
Condo
283
19,733
29
Female
522
Married
1
High School
Self-Employed
26.068706
Rural
Premium
null
9
831
2
2021-03-22 15:21:39.166062
null
No
Rarely
Condo
716
19,734
41
Female
1,333
Divorced
null
Bachelor's
Unemployed
25.814068
Urban
Premium
2
0
723
2
2022-11-05 15:21:39.152732
Average
Yes
Monthly
Apartment
1,572
19,735
38
Male
10,127
Married
2
Bachelor's
Employed
13.248024
Rural
Comprehensive
0
2
516
2
2021-10-23 15:21:39.237118
Poor
No
Rarely
Apartment
719
19,736
64
Male
20,306
Divorced
2
Bachelor's
Unemployed
28.501949
Rural
Basic
1
15
459
9
2020-07-10 15:21:39.155231
Good
No
Daily
Apartment
1,426
19,737
62
Male
24,603
Single
4
PhD
Employed
47.932253
Rural
Comprehensive
2
17
446
9
2022-10-26 15:21:39.155231
Poor
No
Monthly
Apartment
719
19,738
18
Male
53,618
Divorced
4
PhD
null
25.779728
Suburban
Comprehensive
1
14
786
2
2021-11-01 15:21:39.213373
Poor
No
Rarely
House
227
19,739
35
Male
61,920
Single
3
High School
null
28.881526
Rural
Comprehensive
0
18
327
4
2022-04-17 15:21:39.180553
null
Yes
Monthly
Condo
599
19,740
27
Female
3,424
Divorced
1
Bachelor's
Self-Employed
15.764266
Rural
Premium
2
11
648
2
2021-07-13 15:21:39.271453
Good
No
Weekly
Apartment
985
19,741
57
Female
7,469
Married
3
High School
Self-Employed
29.494485
Rural
Comprehensive
null
19
795
6
2021-12-27 15:21:39.134960
Good
Yes
Monthly
Condo
86
19,742
60
Male
113,864
Married
4
Master's
null
19.896312
Urban
Premium
0
5
593
5
2020-01-29 15:21:39.102694
Average
Yes
Monthly
Apartment
382
19,743
54
Male
26,390
Married
3
PhD
null
30.993882
Suburban
Comprehensive
null
15
725
4
2020-05-27 15:21:39.223901
Poor
Yes
Monthly
Apartment
710
19,744
19
Male
23,755
Married
1
PhD
null
30.284517
Suburban
Basic
null
15
830
8
2021-02-17 15:21:39.225916
Poor
No
Daily
Condo
70
19,745
23
Female
30,221
Single
2
Master's
Unemployed
53.036728
Rural
Basic
null
1
834
6
2023-04-23 15:21:39.228521
Average
Yes
Daily
Condo
1,189
19,746
53
Male
40,298
Single
4
Bachelor's
null
37.859256
Rural
Premium
3
9
305
3
2021-03-10 15:21:39.099739
Good
Yes
Rarely
Condo
1,606
19,747
38
Female
15,556
Single
2
Bachelor's
Unemployed
27.869401
Urban
Premium
0
10
629
2
2023-02-14 15:21:39.155231
Good
Yes
Rarely
Condo
828
19,748
60
Male
48,861
Divorced
2
High School
null
null
Suburban
Comprehensive
1
7
410
5
2020-02-24 15:21:39.231531
Average
Yes
Monthly
Apartment
459
19,749
31
Male
10,715
Single
0
PhD
Self-Employed
25.580105
Rural
Basic
0
0
304
2
2019-10-31 15:21:39.230483
Poor
No
Daily
House
802
19,750
56
Female
11,021
Single
0
High School
Employed
25.146747
Urban
Comprehensive
1
1
492
5
2022-01-13 15:21:39.175719
Good
Yes
Daily
House
1,750
19,751
42
Female
12,053
Divorced
3
PhD
null
10.977364
Suburban
Premium
0
16
761
4
2022-06-01 15:21:39.187211
Good
No
Rarely
Condo
2,057
19,752
26
Male
54,789
Divorced
2
PhD
null
42.268837
Urban
Premium
1
13
388
8
2023-12-16 15:21:39.281787
Average
Yes
Monthly
House
393
19,753
26
Female
1,578
Married
1
High School
Unemployed
12.826477
Suburban
Premium
2
0
660
2
2024-05-12 15:21:39.171102
Good
Yes
Weekly
Condo
20
19,754
19
Female
27,861
Divorced
0
Bachelor's
Unemployed
45.742171
Urban
Premium
0
6
468
1
2022-07-03 15:21:39.134960
Average
No
Daily
Condo
825
19,755
36
Male
35,725
Married
3
PhD
null
null
Urban
Premium
2
11
625
6
2020-05-23 15:21:39.188220
Good
Yes
Daily
House
1,251
19,756
46
Male
7,713
Single
1
Master's
Self-Employed
10.527126
Rural
Basic
null
4
539
2
2022-08-08 15:21:39.246098
Average
Yes
Rarely
House
612
19,757
58
Female
57,433
Married
4
Master's
null
51.247866
Suburban
Comprehensive
null
18
432
5
2023-01-30 15:21:39.226954
Poor
Yes
Rarely
Condo
496
19,758
43
Female
24,162
Divorced
4
Bachelor's
null
29.593282
Rural
Comprehensive
2
12
707
5
2023-02-10 15:21:39.192212
Good
Yes
Monthly
House
2,797
19,759
44
Female
27,244
Single
0
Bachelor's
Employed
10.914138
Rural
Premium
0
2
713
6
2021-08-31 15:21:39.198406
Poor
No
Weekly
Apartment
462
19,760
39
Female
34,307
Divorced
0
PhD
Employed
13.878933
Suburban
Comprehensive
null
13
718
4
2021-12-16 15:21:39.134960
Poor
No
Rarely
Condo
774
19,761
55
Female
20,861
Single
2
PhD
Self-Employed
50.918277
Urban
Basic
1
1
515
4
2023-10-28 15:21:39.247098
Poor
Yes
Monthly
Condo
1,310
19,762
39
Male
74,989
Single
2
High School
null
19.503469
Rural
Basic
1
19
486
9
2023-10-20 15:21:39.111551
null
Yes
Rarely
House
1,086
19,763
62
Female
8,056
Divorced
0
Master's
Self-Employed
10.736549
Urban
Comprehensive
0
2
568
5
2021-04-27 15:21:39.087123
Good
No
Daily
Apartment
852
19,764
37
Male
1,438
null
1
Master's
Employed
11.735471
Suburban
Comprehensive
3
16
636
9
2022-12-21 15:21:39.237118
Good
No
Rarely
Condo
586
19,765
18
Male
24,366
Divorced
3
PhD
null
15.715264
Rural
Basic
1
12
727
6
2020-10-12 15:21:39.274993
Poor
Yes
Rarely
Apartment
3,314
19,766
20
Female
2,564
Married
null
Master's
Employed
46.388021
Urban
Comprehensive
1
3
787
6
2021-03-01 15:21:39.155231
Good
No
Daily
House
2,074
19,767
62
Female
24,442
Single
2
High School
null
26.081489
Urban
Basic
1
12
584
6
2023-03-08 15:21:39.134960
Poor
No
Weekly
Condo
509
19,768
29
Female
39,766
Married
1
High School
Self-Employed
34.453419
Urban
Basic
0
14
637
6
2021-05-19 15:21:39.155231
Good
No
Weekly
Apartment
899
19,769
43
Female
37,882
Divorced
2
PhD
Employed
23.092537
Urban
Comprehensive
0
0
707
8
2022-10-12 15:21:39.181605
Poor
No
Daily
Apartment
538
19,770
45
Male
38,480
Married
0
High School
null
25.898143
Urban
Comprehensive
null
3
764
3
2020-05-30 15:21:39.283783
Good
Yes
Daily
House
1,494
19,771
59
Male
14,334
Divorced
2
PhD
Self-Employed
4.912608
Suburban
Premium
0
0
617
6
2023-12-17 15:21:39.170099
Average
Yes
Daily
Condo
242
19,772
28
Male
29,863
Single
3
Master's
Unemployed
17.624919
Suburban
Comprehensive
2
1
524
2
2021-06-27 15:21:39.237118
Average
Yes
Weekly
Condo
1,731
19,773
57
Female
null
Divorced
2
Master's
Unemployed
21.589746
Urban
Premium
null
3
null
6
2020-01-28 15:21:39.134960
Good
No
Daily
House
249
19,774
18
Female
97,946
Single
null
PhD
Unemployed
38.880162
Suburban
Basic
2
14
482
5
2021-05-22 15:21:39.168099
Good
No
Rarely
Apartment
260
19,775
52
Male
52,732
Divorced
0
Bachelor's
Self-Employed
51.493371
Suburban
Basic
1
2
757
1
2022-07-10 15:21:39.231531
Average
No
Daily
Apartment
2,362
19,776
54
Male
16,290
Divorced
null
Master's
null
6.165845
Urban
Premium
0
11
696
8
2020-05-17 15:21:39.180553
Average
Yes
Rarely
House
1,570
19,777
48
Female
35,192
Divorced
3
Master's
Employed
13.073654
Suburban
Comprehensive
0
14
564
2
2024-07-04 15:21:39.202448
Average
No
Daily
House
130
19,778
25
Female
10,098
Divorced
4
Bachelor's
null
12.184594
Rural
Comprehensive
2
18
526
5
2023-08-18 15:21:39.215386
null
No
Monthly
Apartment
997
19,779
45
Male
27,460
Married
1
PhD
Employed
null
Urban
Premium
null
3
null
4
2021-02-28 15:21:39.282785
Average
Yes
Daily
Apartment
557
19,780
45
Female
6,095
Single
0
Master's
Unemployed
7.792952
Suburban
Basic
0
17
651
8
2020-01-15 15:21:39.190215
Good
Yes
Rarely
Condo
756
19,781
53
Female
5,527
Single
2
PhD
null
34.797813
Suburban
Premium
1
12
522
3
2020-04-17 15:21:39.089116
Average
Yes
Daily
House
904
19,782
31
Female
28,572
Married
3
High School
null
37.977485
Rural
Comprehensive
0
4
null
1
2022-09-06 15:21:39.223901
Poor
Yes
Weekly
Apartment
1,131
19,783
43
Male
3,626
Married
1
Bachelor's
Unemployed
null
Rural
Basic
2
17
581
9
2022-06-06 15:21:39.133866
Average
No
Rarely
Apartment
2,300
19,784
36
Male
8,791
Married
2
Bachelor's
Employed
null
Rural
Comprehensive
1
12
null
9
2021-04-10 15:21:39.105504
Poor
No
Monthly
Apartment
1,622
19,785
62
Male
13,841
Married
2
Bachelor's
Self-Employed
17.793057
Urban
Comprehensive
1
18
790
7
2024-04-29 15:21:39.167099
Average
No
Daily
Apartment
537
19,786
20
Male
59,717
Single
3
PhD
Employed
16.202483
Suburban
Comprehensive
0
4
791
2
2020-09-20 15:21:39.090124
Poor
Yes
Rarely
Apartment
111
19,787
29
Female
3,891
Divorced
1
Master's
Unemployed
12.656975
Suburban
Basic
1
6
641
7
2023-10-05 15:21:39.248098
Good
Yes
Weekly
Condo
2,075
19,788
55
Male
24,862
Divorced
0
Master's
Self-Employed
23.624189
Urban
Basic
null
5
644
5
2021-10-09 15:21:39.209847
Average
No
Weekly
Apartment
1,783
19,789
50
Male
35,964
Divorced
1
Master's
Employed
38.759948
Suburban
Basic
1
17
546
9
2019-12-01 15:21:39.255696
Poor
Yes
Daily
Apartment
2,414
19,790
37
Female
26,296
Married
2
High School
Unemployed
19.835446
Rural
Premium
null
12
424
7
2022-03-11 15:21:39.244069
Good
Yes
Daily
House
1,799
19,791
40
Male
13,881
Married
0
High School
Employed
12.886558
Rural
Premium
3
1
539
1
2022-10-10 15:21:39.187211
Poor
No
Rarely
Apartment
3,190
19,792
52
Female
24,492
Single
1
Master's
null
8.929448
Suburban
Premium
null
12
null
4
2021-04-30 15:21:39.226954
Poor
Yes
Weekly
Apartment
1,745
19,793
51
Male
10,213
Single
4
High School
Unemployed
46.335926
Rural
Comprehensive
null
5
462
7
2020-06-15 15:21:39.134960
Good
Yes
Weekly
Condo
1,569
19,794
38
Male
9,965
Married
3
PhD
null
30.93329
Rural
Basic
null
6
502
4
2022-12-03 15:21:39.082499
Average
No
Weekly
Condo
3,384
19,795
28
Male
17,069
Married
null
Master's
null
18.859131
Urban
Comprehensive
null
11
731
6
2024-01-20 15:21:39.082499
Good
No
Monthly
Condo
621
19,796
44
Female
52,807
null
4
PhD
null
23.813834
Urban
Comprehensive
0
13
653
7
2022-11-07 15:21:39.250151
Good
No
Monthly
Condo
225
19,797
56
Male
5,825
Married
null
High School
null
16.957756
Rural
Premium
null
11
664
2
2022-08-14 15:21:39.155231
Good
No
Monthly
Condo
3,308
19,798
43
Male
44,939
Divorced
4
Master's
Self-Employed
31.839467
Suburban
Comprehensive
null
6
567
3
2020-11-06 15:21:39.222387
Good
Yes
Monthly
Condo
1,762
19,799
20
Male
28,450
Married
null
High School
null
27.716971
Urban
Comprehensive
1
9
null
2
2024-05-17 15:21:39.237118
Good
No
Weekly
Apartment
471