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
1,175,600
49
Female
4,769
Married
4
High School
Unemployed
19.489981
Urban
Basic
2
12
833
5
2023-11-14 15:21:39.172097
Good
Yes
Weekly
House
792
1,175,601
55
Male
17,991
Married
null
High School
Unemployed
22.62289
Urban
Premium
1
13
656
3
2023-08-05 15:21:39.167099
Good
Yes
Monthly
House
695
1,175,602
32
Male
89,956
Married
4
PhD
Self-Employed
8.858265
Rural
Comprehensive
null
8
373
3
2022-05-23 15:21:39.231531
Good
Yes
Monthly
Apartment
431
1,175,603
31
Female
4,720
Married
0
High School
Employed
34.476952
Suburban
Premium
null
10
711
9
2024-05-21 15:21:39.264504
Average
Yes
Weekly
Apartment
3,341
1,175,604
49
Male
38,193
Single
4
PhD
null
28.946138
Rural
Premium
1
2
693
8
2020-12-15 15:21:39.155231
null
Yes
Daily
Apartment
788
1,175,605
44
Male
38,782
Married
1
High School
null
15.146444
Suburban
Premium
1
13
621
6
2024-03-11 15:21:39.199447
Poor
Yes
Rarely
Apartment
811
1,175,606
58
Male
null
Divorced
1
Bachelor's
Self-Employed
35.951449
Rural
Basic
2
4
481
9
2021-06-29 15:21:39.283783
Average
No
Daily
Condo
2,293
1,175,607
37
Male
104,026
Married
3
Bachelor's
Employed
null
Urban
Comprehensive
0
3
694
3
2024-07-24 15:21:39.237118
Poor
No
Rarely
Apartment
2,624
1,175,608
34
Female
8,093
Divorced
2
PhD
null
11.54063
Rural
Premium
0
3
767
9
2019-10-22 15:21:39.288099
Average
Yes
Daily
Apartment
538
1,175,609
31
Female
115,243
Divorced
0
Bachelor's
Unemployed
33.717533
Suburban
Basic
null
0
458
5
2021-12-21 15:21:39.155231
Poor
Yes
Monthly
Apartment
928
1,175,610
36
Male
16,069
Divorced
null
Master's
Employed
16.353734
Rural
Comprehensive
null
1
803
3
2022-12-04 15:21:39.279729
Poor
Yes
Weekly
House
415
1,175,611
36
Female
567
Married
2
PhD
null
24.834117
Rural
Comprehensive
1
5
377
3
2020-03-02 15:21:39.176717
Poor
Yes
Monthly
House
1,319
1,175,612
57
Male
79,907
Divorced
null
PhD
Employed
31.812309
Rural
Premium
2
17
725
9
2021-08-10 15:21:39.267454
Poor
Yes
Weekly
Apartment
3,437
1,175,613
20
Female
18,447
Single
4
PhD
Employed
18.018865
Suburban
Premium
null
14
841
9
2024-01-21 15:21:39.134960
Good
No
Daily
House
1,228
1,175,614
26
Female
35,786
Married
1
Master's
null
27.08364
Urban
Basic
2
3
592
6
2024-02-01 15:21:39.155231
Good
Yes
Weekly
Condo
890
1,175,615
60
Male
39,295
Married
3
Bachelor's
null
3.239837
Suburban
Comprehensive
null
11
449
7
2023-05-24 15:21:39.255696
Poor
Yes
Weekly
Apartment
1,669
1,175,616
42
Female
23,163
Divorced
1
Bachelor's
Unemployed
7.056676
Suburban
Premium
1
16
564
5
2023-12-10 15:21:39.283783
Poor
Yes
Monthly
House
890
1,175,617
48
Female
null
Divorced
4
Master's
null
52.160937
Urban
Basic
null
14
555
2
2024-01-26 15:21:39.233998
Average
Yes
Daily
Apartment
1,556
1,175,618
40
Male
2,864
Divorced
0
PhD
Employed
26.172353
Urban
Basic
4
14
388
2
2022-07-18 15:21:39.167099
Good
No
Daily
Apartment
975
1,175,619
63
Male
29,924
Divorced
1
Master's
Employed
9.817654
Suburban
Comprehensive
null
11
494
7
2022-01-04 15:21:39.134960
Average
No
Daily
Apartment
288
1,175,620
37
Female
23,104
Divorced
0
PhD
Unemployed
9.649633
Rural
Basic
1
5
689
3
2020-07-05 15:21:39.237118
Good
Yes
Rarely
Apartment
835
1,175,621
37
Female
36,353
Divorced
0
Master's
Unemployed
35.898691
Urban
Basic
null
3
478
5
2023-10-24 15:21:39.134960
Poor
Yes
Daily
Apartment
1,403
1,175,622
63
Female
null
Single
0
Master's
null
51.743179
Rural
Premium
2
15
null
7
2022-12-08 15:21:39.271453
Average
Yes
Rarely
House
2,617
1,175,623
21
Female
67,938
Single
0
PhD
Self-Employed
40.691346
Suburban
Premium
1
10
397
3
2024-04-29 15:21:39.237118
Average
No
Weekly
House
40
1,175,624
33
Female
1,495
Single
4
High School
Self-Employed
31.383322
Urban
Premium
1
12
null
6
2022-07-22 15:21:39.155231
Good
No
Weekly
Apartment
3,566
1,175,625
26
Male
25,571
Single
4
Master's
Self-Employed
14.633897
Suburban
Basic
1
9
804
1
2023-03-01 15:21:39.279729
Good
No
Monthly
House
710
1,175,626
22
Male
106,093
Married
2
PhD
Self-Employed
13.774588
Urban
Comprehensive
null
7
566
7
2022-04-26 15:21:39.166062
Average
Yes
Rarely
Condo
150
1,175,627
54
Female
61,465
Single
4
PhD
Self-Employed
51.152087
Urban
Comprehensive
null
12
590
5
2024-04-27 15:21:39.225916
Good
No
Monthly
House
936
1,175,628
36
Male
38,480
Married
1
Bachelor's
null
24.2679
Rural
Basic
2
2
334
7
2023-03-02 15:21:39.186212
Poor
No
Weekly
Condo
788
1,175,629
63
Male
3,568
null
0
Bachelor's
Self-Employed
10.390623
Rural
Comprehensive
1
4
null
5
2022-05-28 15:21:39.265513
Average
Yes
Rarely
House
2,750
1,175,630
49
Female
13,604
Divorced
1
Bachelor's
Self-Employed
7.827357
Urban
Premium
0
17
494
2
2023-01-13 15:21:39.096739
Poor
Yes
Rarely
Condo
456
1,175,631
33
Male
35,692
Single
1
Master's
null
7.936124
Urban
Basic
null
8
571
5
2023-12-23 15:21:39.134960
Average
No
Rarely
Apartment
744
1,175,632
49
Male
104,107
Single
3
Bachelor's
Employed
24.955997
Suburban
Basic
null
3
374
1
2023-09-03 15:21:39.126661
Good
No
Rarely
Apartment
759
1,175,633
23
Male
12,962
Married
1
Master's
Self-Employed
31.624291
Suburban
Basic
2
6
null
4
2020-04-06 15:21:39.224915
Poor
No
Monthly
House
1,001
1,175,634
38
Female
3,609
Divorced
0
Bachelor's
null
20.980028
Suburban
Basic
null
11
431
3
2021-08-27 15:21:39.224915
Good
No
Weekly
Apartment
1,516
1,175,635
51
Male
24,480
Married
4
High School
Employed
39.811368
Rural
Comprehensive
null
4
637
3
2021-08-28 15:21:39.134960
Good
Yes
Monthly
Apartment
541
1,175,636
60
Female
1,813
Single
4
Master's
Employed
44.171879
Rural
Basic
null
0
495
5
2024-08-14 15:21:39.181605
Poor
Yes
Weekly
Condo
675
1,175,637
35
Male
9,056
Married
1
Bachelor's
Self-Employed
11.619901
Rural
Basic
1
19
null
9
2021-01-09 15:21:39.134960
Poor
Yes
Rarely
Condo
790
1,175,638
20
Male
40,323
null
0
Master's
null
28.574073
Rural
Comprehensive
1
3
839
3
2023-12-03 15:21:39.192212
Poor
Yes
Daily
Condo
1,543
1,175,639
43
Male
53,801
null
1
PhD
null
33.551538
Rural
Premium
null
7
508
6
2022-01-31 15:21:39.237118
Good
No
Daily
House
1,093
1,175,640
24
Female
43,740
Married
3
Bachelor's
Unemployed
14.263376
Suburban
Premium
1
19
553
3
2023-04-26 15:21:39.194829
Good
No
Daily
Condo
1,531
1,175,641
40
Female
64,882
Married
3
High School
null
17.548087
Rural
Comprehensive
null
9
679
4
2019-10-29 15:21:39.248098
Average
Yes
Daily
Condo
172
1,175,642
33
Male
20,211
Divorced
3
High School
null
16.633118
Rural
Premium
3
16
515
7
2024-08-04 15:21:39.084065
Average
Yes
Daily
Condo
286
1,175,643
29
Female
49,876
Divorced
null
High School
Employed
17.054438
Suburban
Comprehensive
3
16
725
9
2022-04-09 15:21:39.108562
Poor
Yes
Weekly
Apartment
2,407
1,175,644
53
Male
39,172
Divorced
4
Master's
Self-Employed
41.564882
Rural
Comprehensive
0
17
725
7
2024-07-11 15:21:39.237118
null
Yes
Weekly
Apartment
241
1,175,645
18
Male
63,841
Single
0
Bachelor's
Unemployed
27.181843
Suburban
Basic
null
2
398
4
2023-01-10 15:21:39.210805
Good
Yes
Rarely
Condo
821
1,175,646
22
Female
null
Married
4
Bachelor's
Self-Employed
33.159413
Suburban
Basic
2
6
309
4
2021-03-05 15:21:39.106582
null
Yes
Daily
Condo
847
1,175,647
26
Female
73,576
Single
1
Master's
null
46.282446
Suburban
Comprehensive
null
18
828
7
2024-04-03 15:21:39.155231
Good
Yes
Weekly
House
100
1,175,648
52
Male
14,085
Single
1
Master's
null
20.848704
Rural
Premium
null
0
738
8
2023-03-17 15:21:39.256696
Average
No
Weekly
Condo
818
1,175,649
28
Male
27,843
Divorced
4
High School
null
31.73986
Urban
Premium
0
6
818
2
2019-09-17 15:21:39.155231
Good
Yes
Rarely
Apartment
1,022
1,175,650
47
Female
51,549
Married
4
Master's
Self-Employed
null
Suburban
Premium
0
10
316
9
2022-05-09 15:21:39.252145
Average
Yes
Rarely
Apartment
1,149
1,175,651
48
Female
null
Single
2
Bachelor's
Unemployed
15.806927
Rural
Basic
null
19
null
1
2021-10-14 15:21:39.237118
Poor
No
Rarely
House
382
1,175,652
59
Male
null
Divorced
4
High School
Employed
10.18742
Suburban
Basic
0
9
335
9
2020-01-11 15:21:39.283783
Good
Yes
Daily
Condo
1,723
1,175,653
41
Male
129,262
Divorced
0
Bachelor's
null
28.886763
Rural
Basic
null
13
368
1
2024-03-18 15:21:39.196387
Good
No
Daily
Condo
214
1,175,654
30
Female
45,956
Single
3
Master's
Employed
18.482464
Rural
Comprehensive
1
3
588
2
2021-04-10 15:21:39.207847
Good
No
Monthly
Apartment
819
1,175,655
31
Male
26,396
Divorced
0
High School
Unemployed
14.907868
Suburban
Comprehensive
0
13
759
1
2019-11-16 15:21:39.233998
Poor
Yes
Weekly
House
2,023
1,175,656
43
Female
44,786
Divorced
0
Bachelor's
Employed
45.9365
Rural
Premium
null
1
754
6
2022-05-05 15:21:39.104139
Good
Yes
Daily
Condo
1,476
1,175,657
54
Male
65,845
Divorced
4
PhD
Unemployed
18.814962
Suburban
Comprehensive
null
18
360
3
2023-08-23 15:21:39.194829
Average
Yes
Daily
Condo
591
1,175,658
57
Female
29,190
Married
4
High School
Unemployed
21.122023
Suburban
Comprehensive
0
3
403
1
2021-09-19 15:21:39.237118
Average
Yes
Weekly
Apartment
660
1,175,659
49
Female
null
Married
3
Bachelor's
Employed
23.964012
Rural
Basic
null
17
724
2
2024-03-30 15:21:39.184157
Good
No
Monthly
Condo
394
1,175,660
38
Female
81,766
Single
null
Master's
null
31.993605
Suburban
Comprehensive
0
7
486
1
2023-04-17 15:21:39.261856
Average
Yes
Weekly
Apartment
1,878
1,175,661
34
Male
42,012
Divorced
4
Bachelor's
Self-Employed
33.814779
Rural
Comprehensive
0
3
781
4
2020-04-03 15:21:39.170099
Poor
No
Monthly
House
870
1,175,662
45
Male
62,496
Divorced
1
Bachelor's
Self-Employed
24.892466
Rural
Premium
2
1
849
2
2022-08-20 15:21:39.244069
Good
Yes
Rarely
House
2,167
1,175,663
49
Female
39,032
Married
1
High School
Self-Employed
26.151077
Rural
Basic
null
7
515
8
2022-09-11 15:21:39.259788
Poor
No
Daily
Condo
876
1,175,664
46
Male
59,682
Married
0
Bachelor's
Employed
22.506723
Urban
Comprehensive
null
19
791
4
2022-11-02 15:21:39.256696
null
Yes
Weekly
Apartment
220
1,175,665
24
Female
45,162
Married
1
Master's
Unemployed
16.602959
Suburban
Basic
null
11
328
2
2023-02-12 15:21:39.155231
Good
Yes
Rarely
Apartment
890
1,175,666
35
Female
45,338
Married
1
High School
Self-Employed
24.849185
Urban
Comprehensive
0
13
382
1
2022-06-24 15:21:39.151732
Average
No
Monthly
House
925
1,175,667
22
Male
43,905
Single
2
Master's
Unemployed
20.039484
Urban
Premium
null
5
435
2
2023-11-02 15:21:39.213373
Good
Yes
Daily
Apartment
2,221
1,175,668
49
Female
31,004
Divorced
1
Bachelor's
Unemployed
39.293959
Urban
Basic
0
13
null
8
2022-11-02 15:21:39.281787
Poor
No
Monthly
Apartment
929
1,175,669
26
Female
44,291
Married
4
High School
Unemployed
26.133323
Suburban
Premium
null
4
742
1
2023-03-18 15:21:39.126661
Poor
No
Daily
House
1,476
1,175,670
62
Female
43,842
Single
1
Bachelor's
null
33.923544
Urban
Comprehensive
1
1
544
8
2022-05-14 15:21:39.105192
Average
No
Daily
Condo
1,269
1,175,671
23
Male
49,622
Married
3
High School
Self-Employed
22.876556
Suburban
Premium
2
15
765
7
2021-12-14 15:21:39.146733
Good
No
Daily
Condo
391
1,175,672
62
Male
38,133
Divorced
1
High School
Employed
28.566767
Suburban
Basic
1
10
535
5
2021-12-13 15:21:39.084065
Good
Yes
Weekly
Condo
761
1,175,673
30
Male
141,357
Single
2
PhD
null
20.172346
Urban
Premium
0
2
378
2
2022-02-20 15:21:39.185215
Good
Yes
Daily
House
704
1,175,674
24
Female
2,876
Single
4
Bachelor's
Employed
8.738591
Rural
Premium
null
8
495
9
2020-09-19 15:21:39.226954
Good
No
Rarely
House
539
1,175,675
34
Male
2,473
Single
1
High School
Unemployed
16.037861
Rural
Comprehensive
null
1
642
8
2019-11-28 15:21:39.134960
Poor
No
Weekly
Apartment
3,341
1,175,676
51
Female
1,033
Married
4
High School
null
14.299613
Rural
Basic
1
16
634
7
2022-04-10 15:21:39.192212
Poor
Yes
Weekly
Condo
1,853
1,175,677
36
Female
44,763
null
2
Bachelor's
Unemployed
20.814022
Rural
Premium
1
16
434
1
2024-04-26 15:21:39.226954
Good
No
Daily
Apartment
38
1,175,678
58
Male
20,034
Divorced
4
Master's
null
31.484549
Suburban
Premium
null
13
745
8
2021-02-16 15:21:39.134960
Good
No
Weekly
Apartment
227
1,175,679
25
Female
20,372
Single
null
Master's
null
null
Urban
Comprehensive
0
9
704
8
2021-02-28 15:21:39.172097
Average
Yes
Daily
Condo
1,331
1,175,680
39
Male
2,086
Married
4
High School
Self-Employed
30.918322
Urban
Basic
1
12
637
7
2019-09-30 15:21:39.145732
Good
No
Daily
Apartment
447
1,175,681
61
Male
118,095
Married
null
Bachelor's
Employed
25.737377
Urban
Premium
0
15
460
4
2022-08-19 15:21:39.194829
null
No
Weekly
Condo
1,395
1,175,682
25
Female
46,465
Divorced
3
High School
Unemployed
13.592393
Suburban
Comprehensive
2
13
410
4
2020-01-10 15:21:39.079128
Good
Yes
Daily
Condo
721
1,175,683
62
Female
45,926
Married
4
High School
null
47.939053
Urban
Premium
null
6
null
2
2019-08-23 15:21:39.155231
Good
No
Monthly
Apartment
217
1,175,684
45
Male
44,759
Married
4
Master's
Self-Employed
22.346862
Rural
Basic
2
2
330
9
2020-05-25 15:21:39.172097
Average
No
Rarely
Apartment
536
1,175,685
61
Male
30,472
Divorced
4
Master's
Unemployed
34.895696
Urban
Premium
null
3
627
5
2022-02-04 15:21:39.106582
Average
Yes
Weekly
Condo
1,182
1,175,686
64
Female
null
Married
4
Master's
Employed
47.12209
Suburban
Premium
null
19
339
4
2020-12-20 15:21:39.167099
Poor
Yes
Monthly
Apartment
2,108
1,175,687
48
Male
28,054
Married
4
PhD
Employed
44.64384
Urban
Comprehensive
null
12
384
1
2024-06-26 15:21:39.155231
Good
Yes
Rarely
Condo
784
1,175,688
34
Female
52,384
Married
2
Master's
null
26.182316
Suburban
Comprehensive
null
0
442
3
2023-07-28 15:21:39.206847
Good
No
Monthly
Condo
164
1,175,689
60
Male
121,165
Divorced
0
Bachelor's
Self-Employed
22.037852
Suburban
Basic
2
9
526
6
2024-03-25 15:21:39.134960
Poor
No
Daily
House
2,576
1,175,690
42
Male
37,354
Married
1
Bachelor's
Self-Employed
16.819051
Rural
Basic
null
19
614
3
2021-07-03 15:21:39.091080
Good
Yes
Weekly
Condo
481
1,175,691
47
Female
10,045
Divorced
2
Master's
Unemployed
4.291596
Urban
Comprehensive
1
15
489
9
2023-02-20 15:21:39.180553
Poor
No
Monthly
House
538
1,175,692
49
Female
44,913
Divorced
3
PhD
null
23.018819
Urban
Comprehensive
1
17
847
4
2020-01-10 15:21:39.285112
Average
Yes
Weekly
Condo
1,189
1,175,693
37
Male
1,669
Divorced
null
Bachelor's
Employed
43.427645
Urban
Premium
1
7
473
4
2020-12-26 15:21:39.182597
Good
Yes
Weekly
Condo
3,255
1,175,694
48
Male
46,900
Married
0
Bachelor's
null
13.372523
Rural
Premium
0
19
null
3
2020-08-10 15:21:39.143708
Good
No
Daily
House
415
1,175,695
49
Female
26,395
Divorced
1
PhD
null
13.856013
Urban
Premium
null
5
484
4
2021-06-21 15:21:39.081504
Average
No
Daily
House
1,099
1,175,696
38
Female
93,465
Divorced
3
PhD
Unemployed
19.069235
Urban
Comprehensive
0
5
439
9
2023-05-05 15:21:39.187211
Good
Yes
Rarely
Condo
793
1,175,697
30
Male
38,509
Married
3
PhD
Employed
28.23271
Suburban
Basic
2
5
751
3
2022-06-08 15:21:39.123711
Good
Yes
Rarely
Condo
26
1,175,698
21
Female
6,835
Married
4
High School
Employed
6.788168
Suburban
Comprehensive
2
12
null
6
2019-10-19 15:21:39.271453
Good
No
Monthly
Condo
36
1,175,699
19
Female
73,856
Married
null
Bachelor's
Self-Employed
28.868257
Rural
Premium
null
6
437
2
2024-04-05 15:21:39.149731
Average
Yes
Monthly
House
984