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
33,600
26
Female
26,009
Single
0
Bachelor's
Self-Employed
51.268929
Suburban
Basic
1
0
682
6
2020-12-15 15:21:39.261856
Average
No
Daily
Condo
599
33,601
34
Female
1,853
Single
2
Master's
Employed
null
Urban
Premium
1
1
null
6
2022-04-25 15:21:39.126661
Average
No
Monthly
Condo
1,299
33,602
61
Male
29,082
Divorced
3
PhD
Employed
36.186985
Urban
Basic
null
17
691
4
2019-11-02 15:21:39.209847
Average
Yes
Daily
Condo
37
33,603
31
Male
20,300
Divorced
null
PhD
Self-Employed
15.096116
Suburban
Premium
1
4
780
4
2021-05-02 15:21:39.155231
Good
Yes
Weekly
Apartment
1,314
33,604
60
Male
34,376
Single
0
PhD
null
23.554735
Rural
Comprehensive
null
8
639
8
2022-12-14 15:21:39.279729
Poor
Yes
Rarely
Condo
933
33,605
61
Male
106,160
Divorced
null
Master's
Self-Employed
21.265559
Suburban
Basic
null
4
571
8
2024-08-05 15:21:39.099739
Average
Yes
Rarely
House
151
33,606
29
Female
9,051
Divorced
3
PhD
Unemployed
39.95953
Rural
Comprehensive
0
15
718
6
2023-06-30 15:21:39.119168
Good
Yes
Daily
House
2,360
33,607
45
Female
45,989
Married
2
PhD
Unemployed
40.912337
Suburban
Premium
0
2
null
6
2020-05-30 15:21:39.224915
Good
Yes
Daily
Apartment
419
33,608
38
Male
25,480
Single
4
PhD
Employed
25.9586
Rural
Premium
0
4
704
1
2022-11-23 15:21:39.102694
Average
No
Daily
Apartment
3,167
33,609
37
Male
30,622
Single
null
PhD
Employed
26.793704
Rural
Premium
0
17
370
4
2023-05-03 15:21:39.105504
Good
Yes
Weekly
House
1,618
33,610
31
Male
24,552
Married
1
Bachelor's
null
42.981853
Rural
Premium
0
14
598
3
2024-07-11 15:21:39.261856
Good
Yes
Weekly
Apartment
117
33,611
33
Male
43,845
Single
0
PhD
null
12.779956
Rural
Comprehensive
0
9
422
8
2024-06-23 15:21:39.122134
Poor
No
Rarely
Condo
1,109
33,612
34
Male
25,894
Single
4
Bachelor's
null
26.74626
Rural
Basic
3
9
497
3
2021-04-09 15:21:39.226954
Average
No
Rarely
Condo
2,247
33,613
43
Male
58,917
Divorced
null
PhD
Unemployed
6.993251
Suburban
Basic
2
10
370
9
2021-04-02 15:21:39.173834
Good
Yes
Daily
House
763
33,614
36
Male
32,803
Divorced
0
Master's
null
5.956005
Rural
Basic
null
14
403
3
2024-01-21 15:21:39.186212
Poor
No
Weekly
Apartment
827
33,615
41
Male
108,727
Single
null
High School
Employed
15.330147
Rural
Premium
null
15
482
5
2023-08-19 15:21:39.279729
Average
Yes
Weekly
Apartment
4,577
33,616
64
Female
44,732
Single
1
Bachelor's
null
31.382816
Urban
Comprehensive
null
17
531
1
2020-12-16 15:21:39.172097
Poor
Yes
Rarely
House
463
33,617
44
Male
null
Single
0
High School
null
null
Rural
Comprehensive
2
3
725
6
2020-05-21 15:21:39.244069
Average
No
Daily
House
431
33,618
58
Male
75,715
Single
2
High School
Unemployed
18.951385
Rural
Comprehensive
0
0
313
8
2020-10-24 15:21:39.087123
Good
No
Daily
House
786
33,619
55
Female
26,667
Single
0
PhD
Employed
8.176573
Rural
Basic
null
2
673
6
2021-08-28 15:21:39.164044
Average
No
Weekly
Apartment
493
33,620
59
Male
1,978
Married
3
Bachelor's
null
27.784837
Urban
Comprehensive
null
11
377
3
2021-09-30 15:21:39.134960
Good
No
Rarely
Condo
776
33,621
22
Male
16,054
Divorced
3
PhD
null
null
Urban
Premium
1
5
678
7
2024-05-13 15:21:39.155231
Poor
No
Daily
House
843
33,622
64
Male
8,125
Single
1
Bachelor's
Self-Employed
12.727812
Suburban
Premium
0
19
529
7
2023-10-23 15:21:39.079128
Average
Yes
Rarely
Apartment
185
33,623
52
Male
26,681
Single
2
Bachelor's
Unemployed
17.241431
Rural
Basic
null
17
null
9
2019-11-25 15:21:39.166062
Average
Yes
Monthly
Condo
506
33,624
50
Female
25,151
Divorced
3
PhD
null
17.187929
Rural
Comprehensive
null
12
841
1
2020-07-05 15:21:39.080440
Poor
Yes
Rarely
House
1,212
33,625
36
Male
2,823
Single
4
PhD
null
39.619505
Rural
Premium
0
14
682
7
2023-04-17 15:21:39.226954
Average
No
Daily
House
53
33,626
null
Female
5,094
Married
2
High School
Self-Employed
14.481688
Suburban
Comprehensive
1
8
null
1
2021-06-23 15:21:39.093681
Average
Yes
Monthly
Apartment
2,429
33,627
56
Male
2,414
Divorced
1
Master's
null
19.952922
Suburban
Premium
1
17
null
9
2019-10-16 15:21:39.175719
Average
No
Monthly
Apartment
498
33,628
33
Female
8,927
Single
null
Bachelor's
Self-Employed
14.988269
Rural
Comprehensive
null
0
517
3
2022-09-23 15:21:39.237118
Average
No
Weekly
House
694
33,629
23
Female
17,086
Single
3
PhD
Unemployed
16.527079
Suburban
Comprehensive
1
14
668
2
2024-05-17 15:21:39.281787
Good
Yes
Monthly
Condo
1,837
33,630
52
Female
44,112
Divorced
1
Bachelor's
null
40.360175
Suburban
Comprehensive
1
11
626
5
2022-09-27 15:21:39.120168
Good
Yes
Daily
Condo
34
33,631
50
Male
14,961
Single
null
Bachelor's
null
20.05627
Urban
Premium
0
10
552
7
2019-09-08 15:21:39.173834
Poor
Yes
Monthly
Apartment
1,853
33,632
59
Female
64,489
Single
2
Master's
null
16.935189
Rural
Basic
2
11
447
5
2022-08-04 15:21:39.093681
Good
Yes
Daily
Apartment
952
33,633
31
Male
1,885
Divorced
1
Master's
Self-Employed
15.73549
Suburban
Premium
null
7
379
7
2023-05-22 15:21:39.155231
Poor
No
Rarely
House
977
33,634
57
Female
34,368
Single
3
Master's
null
27.785077
Suburban
Comprehensive
0
15
581
4
2021-01-14 15:21:39.222387
Average
Yes
Rarely
Apartment
678
33,635
45
Female
32,002
Single
0
Master's
Unemployed
8.858903
Suburban
Comprehensive
null
3
431
1
2020-07-31 15:21:39.126661
Good
Yes
Monthly
House
726
33,636
19
Female
21,543
Single
1
Master's
Unemployed
42.366484
Rural
Premium
null
2
602
6
2021-04-12 15:21:39.246098
Poor
Yes
Weekly
Apartment
586
33,637
32
Female
109,834
Divorced
1
High School
Self-Employed
21.615549
Suburban
Premium
0
17
375
7
2021-06-11 15:21:39.206847
Poor
Yes
Rarely
Condo
2,383
33,638
23
Male
62,790
Single
0
Bachelor's
Self-Employed
null
Urban
Basic
null
12
498
9
2021-08-16 15:21:39.149731
Average
Yes
Weekly
Apartment
1,601
33,639
30
Male
60,831
Single
3
High School
null
22.829633
Rural
Basic
1
19
843
7
2024-03-01 15:21:39.088124
Good
Yes
Weekly
Apartment
177
33,640
46
Female
124,519
Married
0
PhD
Unemployed
36.413867
Rural
Comprehensive
null
18
442
1
2020-01-21 15:21:39.261856
Poor
Yes
Monthly
Condo
964
33,641
55
Female
4,091
Married
3
PhD
null
15.241485
Suburban
Basic
1
2
743
7
2022-11-16 15:21:39.134960
Average
No
Daily
House
3,021
33,642
42
Male
16,051
Married
1
Bachelor's
Self-Employed
16.096061
Suburban
Basic
1
17
null
3
2021-05-27 15:21:39.086123
Poor
No
Weekly
House
1,198
33,643
64
Male
67,533
Divorced
0
PhD
null
23.692026
Suburban
Comprehensive
3
14
636
9
2019-11-23 15:21:39.147735
Poor
No
Weekly
Condo
441
33,644
31
Male
5,713
Single
2
Bachelor's
null
13.366086
Suburban
Comprehensive
0
9
336
9
2020-10-23 15:21:39.247098
Poor
No
Rarely
House
871
33,645
54
Female
66,432
Divorced
3
Master's
null
23.006847
Urban
Basic
3
12
719
1
2024-05-04 15:21:39.206847
null
No
Monthly
Apartment
954
33,646
50
Female
51,182
Divorced
3
Master's
Self-Employed
17.395858
Rural
Comprehensive
2
7
null
1
2020-11-04 15:21:39.250151
null
No
Weekly
Condo
939
33,647
44
Male
34,244
Single
1
Master's
null
13.95812
Rural
Premium
null
6
727
2
2023-09-19 15:21:39.134960
Good
No
Weekly
Apartment
466
33,648
51
Female
2,369
Single
2
Master's
null
33.490798
Rural
Basic
2
7
null
4
2021-09-12 15:21:39.155231
Good
Yes
Monthly
Condo
1,435
33,649
50
Female
37,894
Divorced
null
PhD
null
25.180193
Suburban
Basic
1
15
807
9
2023-08-10 15:21:39.263607
Average
Yes
Daily
House
305
33,650
21
Male
7,564
Divorced
2
Master's
Unemployed
23.268413
Urban
Basic
2
13
null
1
2022-05-01 15:21:39.144722
Average
Yes
Weekly
House
783
33,651
53
Female
40,540
Married
2
Master's
Self-Employed
52.29873
Urban
Premium
0
15
563
3
2022-11-24 15:21:39.145732
Poor
Yes
Monthly
Condo
882
33,652
56
Female
9,071
Single
null
Master's
null
7.898291
Urban
Basic
0
12
757
6
2021-11-13 15:21:39.237118
Average
No
Rarely
Apartment
531
33,653
62
Female
20,720
Divorced
0
Master's
null
9.952231
Urban
Basic
1
15
511
5
2024-06-30 15:21:39.222387
Good
Yes
Daily
Condo
476
33,654
40
Male
29,350
Single
2
Bachelor's
null
45.349712
Rural
Basic
2
11
null
6
2021-06-17 15:21:39.164044
Average
No
Monthly
Condo
1,281
33,655
27
Female
18,643
Divorced
4
PhD
null
36.933425
Rural
Premium
null
15
691
7
2022-08-07 15:21:39.223390
Good
Yes
Rarely
Condo
1,090
33,656
49
Male
37,354
Single
4
High School
Unemployed
12.948437
Urban
Premium
0
14
516
9
2022-02-28 15:21:39.207847
Average
Yes
Rarely
Condo
687
33,657
22
Male
81,804
Divorced
3
Bachelor's
null
38.829304
Urban
Comprehensive
0
16
614
8
2021-10-02 15:21:39.134960
Average
No
Daily
Apartment
283
33,658
39
Male
20,741
Single
3
High School
null
29.898319
Suburban
Premium
0
9
765
7
2022-12-11 15:21:39.120168
Poor
No
Rarely
Apartment
2,758
33,659
51
Male
1,025
null
2
PhD
null
null
Urban
Comprehensive
null
9
648
4
2024-03-20 15:21:39.155231
Poor
No
Daily
Condo
538
33,660
47
Female
10,892
Divorced
4
High School
null
9.331907
Rural
Basic
0
12
683
3
2021-04-29 15:21:39.155231
Poor
No
Rarely
House
912
33,661
25
Male
1,345
Married
null
PhD
null
null
Urban
Basic
0
11
489
6
2021-02-03 15:21:39.115178
Average
No
Daily
House
543
33,662
49
Male
39,058
Married
2
Bachelor's
null
9.299071
Rural
Basic
null
1
687
8
2021-07-14 15:21:39.155231
Poor
Yes
Daily
Condo
683
33,663
51
Male
33,962
Divorced
2
Bachelor's
Employed
47.738769
Suburban
Comprehensive
0
16
685
3
2021-03-12 15:21:39.096739
Good
No
Rarely
House
1,506
33,664
57
Female
24,065
Single
0
High School
Unemployed
30.935585
Urban
Premium
null
7
462
3
2019-11-28 15:21:39.090124
Average
Yes
Weekly
Apartment
627
33,665
34
Female
45,908
Divorced
0
Bachelor's
Self-Employed
18.897282
Suburban
Premium
null
5
756
3
2022-06-27 15:21:39.126661
Average
No
Daily
Apartment
101
33,666
42
Female
26,892
Married
2
Master's
Self-Employed
22.908439
Suburban
Premium
null
12
644
2
2021-08-25 15:21:39.107553
Poor
No
Rarely
Apartment
1,561
33,667
43
Male
27,442
Divorced
4
High School
Employed
20.098488
Urban
Premium
1
0
835
1
2020-01-06 15:21:39.148733
Average
Yes
Daily
Condo
1,210
33,668
29
Female
5,812
Single
2
PhD
Unemployed
5.650084
Rural
Premium
1
9
451
9
2021-02-14 15:21:39.134960
Good
No
Weekly
Apartment
540
33,669
43
Male
14,094
Married
0
Master's
Employed
17.038861
Suburban
Basic
null
13
482
3
2021-12-09 15:21:39.279729
Poor
No
Daily
Apartment
1,527
33,670
56
Female
18,062
Divorced
1
PhD
Employed
31.791672
Urban
Basic
1
14
690
5
2022-08-08 15:21:39.171102
Average
Yes
Monthly
House
715
33,671
null
Male
null
Single
0
PhD
null
33.183477
Urban
Basic
1
9
757
2
2022-06-29 15:21:39.192212
Poor
No
Daily
Apartment
189
33,672
19
Male
22,623
Single
3
Master's
null
6.53088
Suburban
Basic
null
8
504
7
2022-10-09 15:21:39.192212
Average
No
Rarely
Apartment
315
33,673
56
Female
48,567
Divorced
0
Master's
Self-Employed
33.918594
Urban
Comprehensive
0
18
387
6
2019-10-13 15:21:39.086123
Poor
No
Monthly
Condo
650
33,674
41
Female
497
Divorced
2
PhD
null
10.834788
Rural
Basic
2
17
838
3
2020-03-03 15:21:39.287115
Poor
Yes
Daily
Condo
1,242
33,675
31
Male
20,963
null
0
PhD
null
32.68555
Suburban
Premium
0
13
593
3
2023-10-24 15:21:39.181605
Average
Yes
Daily
House
1,266
33,676
61
Female
27,553
Divorced
0
Master's
Employed
29.238034
Urban
Premium
0
14
632
5
2022-05-28 15:21:39.107553
Poor
No
Rarely
Condo
488
33,677
56
Male
121,091
Divorced
0
High School
Employed
20.318624
Urban
Comprehensive
2
4
775
1
2021-12-18 15:21:39.155231
Average
Yes
Daily
Apartment
2,473
33,678
52
Female
115,731
Single
4
Bachelor's
Employed
44.049447
Rural
Premium
3
7
307
8
2020-11-09 15:21:39.155231
Good
No
Rarely
Apartment
1,160
33,679
48
Female
18,455
Married
4
High School
null
14.979397
Suburban
Premium
1
6
478
3
2020-06-05 15:21:39.244069
Poor
No
Monthly
Apartment
102
33,680
59
Female
3,246
Single
4
Bachelor's
Employed
36.596853
Suburban
Comprehensive
null
1
685
6
2024-05-15 15:21:39.087123
null
Yes
Daily
Apartment
1,637
33,681
23
Female
127,576
Married
0
Bachelor's
Employed
null
Urban
Premium
3
10
607
6
2024-01-17 15:21:39.237118
null
No
Weekly
Apartment
966
33,682
52
Male
34,652
Single
3
High School
Employed
30.845442
Suburban
Basic
null
11
528
9
2021-12-26 15:21:39.155231
Average
No
Weekly
House
2,068
33,683
38
Female
61,662
Married
2
PhD
null
37.976316
Suburban
Basic
null
16
380
8
2021-10-20 15:21:39.155231
Good
No
Monthly
Condo
712
33,684
29
Male
6,095
Single
3
Bachelor's
Unemployed
24.87439
Suburban
Basic
null
10
682
7
2021-06-22 15:21:39.080440
Poor
Yes
Daily
Apartment
1,761
33,685
53
Male
1,077
Single
2
High School
Self-Employed
11.966677
Suburban
Basic
null
16
372
9
2020-07-29 15:21:39.180553
Average
No
Weekly
Condo
265
33,686
25
Male
18,058
Single
4
PhD
Employed
29.769202
Suburban
Comprehensive
1
9
635
5
2023-04-20 15:21:39.259788
Poor
Yes
Monthly
Apartment
2,267
33,687
18
Male
3,649
Married
2
PhD
Unemployed
35.687661
Suburban
Premium
2
14
543
9
2021-08-09 15:21:39.256696
Average
Yes
Weekly
Apartment
27
33,688
18
Female
1,269
Divorced
4
PhD
null
20.811886
Urban
Basic
null
1
null
8
2021-09-22 15:21:39.202448
Good
Yes
Daily
Apartment
339
33,689
59
Male
null
Married
2
Master's
Self-Employed
24.0058
Rural
Premium
3
12
797
1
2019-09-09 15:21:39.107553
Average
Yes
Daily
House
397
33,690
45
Male
5,580
Married
1
Bachelor's
Unemployed
45.934274
Suburban
Basic
0
11
591
8
2024-01-29 15:21:39.123711
Good
Yes
Weekly
Condo
511
33,691
25
Female
98,973
Divorced
4
Master's
null
12.566916
Urban
Comprehensive
3
13
486
8
2024-02-29 15:21:39.155231
Poor
Yes
Rarely
Apartment
39
33,692
37
Female
117,059
Single
1
High School
null
17.71378
Urban
Comprehensive
2
8
null
1
2021-04-09 15:21:39.270454
Average
No
Rarely
Apartment
2,380
33,693
44
Female
37,349
Divorced
3
PhD
Self-Employed
10.537628
Suburban
Basic
1
8
807
2
2022-01-14 15:21:39.082499
Average
Yes
Rarely
Apartment
1,568
33,694
18
Female
88,072
Married
3
High School
Employed
42.443078
Rural
Premium
4
1
390
4
2023-05-22 15:21:39.237118
null
No
Monthly
House
113
33,695
29
Male
120,318
Divorced
3
PhD
null
null
Suburban
Comprehensive
0
12
474
3
2020-05-14 15:21:39.084065
Average
Yes
Rarely
House
1,327
33,696
61
Male
14,961
Single
4
PhD
Self-Employed
8.448835
Rural
Basic
0
14
471
5
2024-05-19 15:21:39.274993
Good
No
Weekly
Apartment
1,755
33,697
50
Female
36,376
Married
4
High School
Self-Employed
22.53913
Suburban
Premium
1
7
null
9
2022-02-21 15:21:39.134960
Average
No
Rarely
Condo
459
33,698
40
Female
16,983
Divorced
2
High School
Unemployed
26.574165
Urban
Comprehensive
1
11
821
8
2022-09-21 15:21:39.193769
Average
Yes
Weekly
House
568
33,699
59
Female
36,557
Divorced
2
High School
Employed
22.231048
Urban
Premium
1
2
486
1
2024-01-07 15:21:39.256696
Poor
Yes
Daily
Condo
515