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
51,400
57
Female
70,645
Divorced
3
Master's
null
null
Rural
Premium
1
17
508
9
2020-12-17 15:21:39.274993
Good
Yes
Rarely
House
816
51,401
52
Female
null
Divorced
4
Master's
null
null
Urban
Premium
1
15
391
6
2024-04-27 15:21:39.172097
Poor
No
Weekly
Apartment
588
51,402
56
Male
91,052
Married
3
PhD
Employed
26.936279
Urban
Basic
null
17
743
3
2022-04-17 15:21:39.229482
Good
No
Rarely
Condo
394
51,403
62
Female
null
Single
4
Bachelor's
Self-Employed
11.331274
Urban
Comprehensive
null
13
485
5
2019-10-25 15:21:39.237118
Average
No
Rarely
House
289
51,404
31
Female
35,706
Divorced
3
Master's
Employed
24.051814
Urban
Premium
1
2
null
8
2023-11-01 15:21:39.237118
Poor
Yes
Monthly
Condo
901
51,405
60
Male
8,993
Single
2
PhD
Unemployed
30.958386
Rural
Basic
null
7
634
8
2023-05-16 15:21:39.092127
Average
No
Rarely
Apartment
614
51,406
35
Female
88,072
Married
2
PhD
null
20.818653
Suburban
Premium
1
8
545
7
2019-12-07 15:21:39.082499
Average
Yes
Monthly
Condo
4,960
51,407
22
Male
9,215
Married
0
High School
Employed
6.165845
Urban
Premium
null
9
431
5
2024-03-25 15:21:39.209847
Poor
Yes
Rarely
Condo
92
51,408
25
Male
null
Single
2
High School
Self-Employed
7.2927
Rural
Basic
1
15
710
9
2024-06-04 15:21:39.134960
Average
Yes
Daily
Apartment
159
51,409
45
Female
3,065
Married
3
PhD
null
30.786577
Suburban
Basic
0
13
null
1
2019-12-29 15:21:39.237118
Average
No
Weekly
Condo
2,475
51,410
41
Female
null
Divorced
1
Bachelor's
Employed
21.077646
Suburban
Comprehensive
null
4
761
9
2023-04-21 15:21:39.148733
Poor
No
Daily
Condo
69
51,411
20
Male
46,734
null
3
Bachelor's
Employed
31.049842
Urban
Premium
null
18
745
3
2022-03-23 15:21:39.237118
Poor
No
Rarely
House
2,289
51,412
27
Female
39,439
Single
0
Bachelor's
Unemployed
20.140831
Suburban
Basic
2
3
588
9
2021-01-19 15:21:39.244069
Poor
No
Rarely
Condo
1,540
51,413
62
Male
134,532
Divorced
1
Bachelor's
Employed
12.509994
Urban
Basic
0
4
363
7
2023-04-28 15:21:39.287115
Average
Yes
Daily
House
890
51,414
27
Female
28,193
Divorced
4
Master's
null
25.977604
Urban
Comprehensive
0
9
675
2
2020-07-31 15:21:39.155231
Average
Yes
Monthly
Condo
1,001
51,415
38
Male
4,400
Single
2
PhD
Unemployed
10.44208
Suburban
Basic
1
19
464
7
2024-04-24 15:21:39.090124
Poor
No
Monthly
Apartment
539
51,416
63
Female
6,078
Single
3
High School
Employed
25.611371
Urban
Basic
1
12
791
3
2023-01-13 15:21:39.102694
Average
No
Monthly
House
755
51,417
19
Male
7,053
Divorced
1
Master's
null
11.722859
Rural
Comprehensive
1
0
709
7
2022-06-30 15:21:39.155231
Poor
Yes
Daily
Condo
595
51,418
18
Male
29,063
Married
4
Master's
null
8.476733
Rural
Comprehensive
0
11
588
1
2021-09-14 15:21:39.134960
Good
No
Daily
Apartment
906
51,419
45
Female
98,679
Single
null
PhD
null
38.857276
Rural
Basic
0
1
426
3
2022-08-24 15:21:39.092127
Poor
Yes
Weekly
Apartment
549
51,420
22
Female
14,073
Divorced
3
Master's
null
9.698528
Urban
Comprehensive
0
17
null
5
2021-01-02 15:21:39.154008
Poor
No
Rarely
House
832
51,421
25
Female
68,506
Single
0
Bachelor's
Employed
30.90832
Urban
Premium
2
10
516
9
2024-05-14 15:21:39.237118
Good
No
Rarely
Condo
2,495
51,422
35
Male
48,793
Married
1
High School
Self-Employed
10.647778
Rural
Comprehensive
2
1
307
3
2022-05-11 15:21:39.134960
Average
No
Weekly
House
1,422
51,423
58
Female
136,953
Single
4
PhD
null
25.366616
Rural
Comprehensive
null
16
372
4
2023-10-12 15:21:39.283783
Average
Yes
Monthly
House
24
51,424
25
Male
36,234
Single
null
Master's
null
45.686881
Suburban
Comprehensive
0
4
null
7
2022-02-06 15:21:39.155231
Good
No
Rarely
House
583
51,425
55
Male
3,651
Divorced
3
High School
null
33.481715
Rural
Premium
1
0
761
3
2020-05-31 15:21:39.117183
Good
No
Monthly
House
3,590
51,426
58
Female
18,671
Single
3
Bachelor's
null
16.162899
Suburban
Premium
0
5
783
3
2022-08-02 15:21:39.237118
Good
Yes
Daily
Condo
2,188
51,427
62
Male
2,392
Single
2
High School
Unemployed
23.054884
Urban
Basic
null
0
814
6
2021-02-21 15:21:39.173834
Poor
Yes
Rarely
Condo
2,376
51,428
23
Female
33,578
Married
4
Master's
Self-Employed
10.07221
Rural
Comprehensive
0
3
null
5
2019-12-31 15:21:39.272456
Average
No
Weekly
Condo
1,531
51,429
62
Female
70,786
Single
0
Master's
null
32.896926
Rural
Premium
0
17
402
8
2022-08-07 15:21:39.236064
Poor
Yes
Rarely
Apartment
622
51,430
59
Male
82,473
Married
4
Master's
null
13.783941
Rural
Premium
0
6
705
6
2022-02-08 15:21:39.134960
Average
Yes
Rarely
House
45
51,431
30
Female
15,803
Married
4
Bachelor's
null
32.715704
Suburban
Comprehensive
null
5
812
8
2022-01-14 15:21:39.286113
Average
Yes
Monthly
House
1,683
51,432
35
Male
3,034
Divorced
3
High School
Unemployed
null
Suburban
Comprehensive
null
7
516
8
2022-03-03 15:21:39.122134
Poor
No
Daily
Apartment
1,149
51,433
23
Male
9,092
Married
1
Bachelor's
null
25.912175
Suburban
Premium
null
12
null
3
2023-01-11 15:21:39.237118
Poor
No
Monthly
House
956
51,434
19
Male
131,209
Single
1
PhD
Self-Employed
52.074104
Urban
Comprehensive
1
6
613
4
2021-03-04 15:21:39.105504
null
No
Monthly
Condo
688
51,435
36
Female
56,639
Divorced
4
Bachelor's
Unemployed
null
Urban
Comprehensive
4
10
null
5
2020-09-06 15:21:39.134960
Average
No
Rarely
Condo
1,726
51,436
46
Male
10,026
null
0
Master's
Unemployed
36.737807
Urban
Premium
1
17
824
8
2023-06-14 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,522
51,437
44
Male
129,756
Single
2
Master's
Self-Employed
27.633898
Suburban
Comprehensive
3
8
672
3
2019-09-13 15:21:39.171102
Good
No
Daily
Apartment
125
51,438
49
Male
60,563
Married
1
Bachelor's
null
35.448621
Urban
Basic
2
10
660
8
2023-11-29 15:21:39.154008
Good
No
Rarely
Condo
3,033
51,439
29
Male
30,376
Single
0
PhD
null
null
Rural
Premium
null
3
677
6
2021-02-07 15:21:39.256696
Poor
No
Rarely
House
2,226
51,440
36
Female
39,803
Single
0
Master's
Unemployed
39.965179
Rural
Basic
null
16
825
2
2022-02-28 15:21:39.176717
Poor
Yes
Rarely
House
576
51,441
54
Male
45,925
Married
0
Bachelor's
Employed
30.455768
Urban
Basic
null
5
530
1
2023-07-31 15:21:39.251142
Poor
No
Weekly
Apartment
2,572
51,442
18
Female
25,136
Single
1
High School
Employed
31.586701
Rural
Comprehensive
1
4
779
2
2021-12-21 15:21:39.116179
Poor
No
Rarely
Apartment
1,659
51,443
28
Female
14,894
Divorced
2
High School
Self-Employed
23.879261
Urban
Basic
0
12
734
9
2021-10-22 15:21:39.208842
Poor
No
Weekly
House
20
51,444
38
Male
41,207
Single
3
PhD
Employed
38.233473
Suburban
Premium
0
15
364
9
2024-01-08 15:21:39.180553
Good
No
Weekly
Condo
1,694
51,445
18
Male
49,007
Divorced
null
Bachelor's
null
26.837853
Rural
Basic
2
0
699
3
2023-07-04 15:21:39.186212
Good
No
Rarely
House
30
51,446
null
Male
769
Divorced
4
High School
Self-Employed
24.824158
Suburban
Premium
1
2
587
1
2023-04-06 15:21:39.172097
Average
Yes
Rarely
House
2,267
51,447
42
Female
2,495
Married
null
High School
null
26.124093
Rural
Basic
null
16
804
1
2023-06-17 15:21:39.093681
Good
No
Monthly
Apartment
2,697
51,448
60
Male
20,891
Single
2
Bachelor's
Unemployed
null
Suburban
Basic
1
18
749
4
2020-11-01 15:21:39.109552
Good
No
Daily
House
1,631
51,449
null
Male
89,958
Divorced
null
PhD
null
41.812779
Rural
Comprehensive
2
17
812
5
2022-11-06 15:21:39.184157
Average
No
Monthly
Apartment
4,810
51,450
41
Male
18,058
Married
null
PhD
Self-Employed
24.539115
Urban
Premium
null
5
511
2
2020-05-25 15:21:39.094752
Average
Yes
Rarely
Condo
817
51,451
62
Female
3,905
Married
4
PhD
Unemployed
19.038493
Urban
Premium
null
4
437
5
2021-10-28 15:21:39.126661
Poor
Yes
Daily
House
459
51,452
33
Male
34,390
Divorced
1
Master's
null
null
Suburban
Premium
null
3
541
9
2022-02-26 15:21:39.126661
Average
No
Daily
Condo
20
51,453
33
Female
43,747
Married
0
PhD
null
33.817597
Rural
Comprehensive
1
1
742
4
2020-10-01 15:21:39.226954
Good
Yes
Rarely
House
533
51,454
33
Male
6,971
Divorced
0
Bachelor's
Employed
18.243348
Rural
Premium
0
7
744
4
2023-06-06 15:21:39.126661
Poor
Yes
Monthly
House
892
51,455
25
Female
18,058
Married
4
Master's
Employed
10.284411
Rural
Basic
0
0
581
5
2024-02-18 15:21:39.231531
Good
Yes
Weekly
House
1,007
51,456
49
Male
34,392
Married
0
High School
Self-Employed
36.692368
Suburban
Premium
2
0
621
1
2022-09-06 15:21:39.274993
Average
Yes
Weekly
House
1,873
51,457
47
Male
109,655
Divorced
1
Master's
Unemployed
12.813642
Suburban
Premium
3
1
365
3
2020-01-01 15:21:39.155231
Poor
No
Rarely
House
984
51,458
29
Female
2,888
Married
null
High School
null
6.018748
Rural
Comprehensive
0
3
653
9
2020-06-04 15:21:39.134960
Good
Yes
Rarely
House
2,231
51,459
62
Female
30,593
Single
3
Master's
Unemployed
43.686539
Urban
Basic
0
15
690
6
2023-10-31 15:21:39.281787
Average
Yes
Weekly
Apartment
1,444
51,460
57
Female
21,043
Divorced
2
High School
Self-Employed
32.93333
Suburban
Comprehensive
1
18
656
1
2021-08-21 15:21:39.151732
Good
Yes
Monthly
House
394
51,461
54
Female
15,783
null
null
Bachelor's
Unemployed
35.61926
Suburban
Comprehensive
null
6
506
7
2021-01-07 15:21:39.194829
Good
No
Daily
Apartment
1,311
51,462
43
Male
48,296
Married
1
PhD
Unemployed
32.142307
Urban
Basic
1
4
321
7
2019-10-13 15:21:39.169102
Average
No
Monthly
Apartment
481
51,463
34
Male
1,753
Divorced
2
Master's
Employed
38.402739
Urban
Comprehensive
1
4
641
3
2020-01-04 15:21:39.121169
Poor
Yes
Weekly
House
220
51,464
62
Female
14,861
Divorced
2
Master's
Employed
33.261831
Urban
Basic
0
10
748
3
2021-09-13 15:21:39.237118
Average
Yes
Rarely
Condo
643
51,465
20
Female
26,761
null
3
PhD
Self-Employed
35.296006
Urban
Premium
1
17
583
7
2022-11-11 15:21:39.250151
Good
No
Rarely
Condo
60
51,466
63
Female
12,981
Married
1
PhD
Employed
32.81297
Suburban
Comprehensive
2
1
544
3
2023-04-01 15:21:39.116179
Good
Yes
Rarely
House
4,857
51,467
53
Female
34,937
Married
1
Master's
Unemployed
30.835257
Rural
Premium
null
11
607
4
2023-10-30 15:21:39.134960
Good
No
Daily
Condo
207
51,468
21
Male
33,864
Single
2
PhD
Unemployed
27.02053
Urban
Comprehensive
0
0
602
2
2023-06-09 15:21:39.180553
Average
Yes
Rarely
Condo
1,372
51,469
22
Male
24,684
Single
null
PhD
Employed
13.132519
Suburban
Comprehensive
1
19
null
1
2021-01-04 15:21:39.120168
null
No
Weekly
Apartment
538
51,470
21
Female
131,225
Divorced
3
Master's
Self-Employed
32.594496
Suburban
Basic
1
18
404
7
2021-07-03 15:21:39.182597
Poor
No
Daily
Condo
513
51,471
62
Male
24,862
Single
1
Master's
null
25.719109
Suburban
Comprehensive
1
10
559
3
2021-09-14 15:21:39.102694
Poor
No
Rarely
Condo
632
51,472
38
Female
45,235
Single
0
High School
Self-Employed
null
Urban
Basic
2
12
439
9
2023-02-10 15:21:39.165120
Average
No
Weekly
Condo
549
51,473
40
Male
29,350
Single
4
Bachelor's
Self-Employed
46.8919
Rural
Basic
1
11
722
9
2024-05-08 15:21:39.146733
Good
No
Weekly
House
722
51,474
18
Female
1,226
Single
4
PhD
null
12.813981
Suburban
Comprehensive
0
5
645
7
2022-07-17 15:21:39.194829
Poor
Yes
Weekly
Apartment
49
51,475
64
Female
39,091
Married
2
Master's
null
15.492636
Urban
Premium
2
6
733
9
2021-10-31 15:21:39.232526
Good
Yes
Weekly
Condo
933
51,476
44
Male
20,964
Single
3
PhD
Unemployed
17.587751
Rural
Premium
4
3
null
6
2021-05-05 15:21:39.120168
Poor
No
Weekly
Apartment
148
51,477
39
Male
59,622
Divorced
3
Bachelor's
Employed
20.336845
Suburban
Comprehensive
null
11
595
2
2022-05-22 15:21:39.237118
Average
No
Daily
House
104
51,478
18
Male
544
Single
4
PhD
Self-Employed
31.938241
Suburban
Premium
null
9
398
7
2023-03-10 15:21:39.221386
Good
Yes
Monthly
Condo
1,797
51,479
55
Female
24,996
Divorced
3
High School
Self-Employed
null
Urban
Premium
null
7
538
7
2024-03-18 15:21:39.084065
Poor
No
Daily
Condo
906
51,480
35
Female
17,984
Single
0
High School
null
44.627711
Urban
Basic
2
18
708
6
2022-10-02 15:21:39.102694
Poor
No
Rarely
Condo
2,133
51,481
25
Male
68,000
Divorced
null
Master's
Employed
20.04583
Rural
Comprehensive
0
10
719
4
2023-12-27 15:21:39.092127
Poor
No
Rarely
House
261
51,482
20
Male
30,429
Married
0
High School
null
25.678974
Suburban
Basic
0
4
713
6
2023-10-05 15:21:39.259788
Average
No
Monthly
House
871
51,483
45
Female
67,582
Divorced
0
PhD
Unemployed
null
Urban
Basic
4
6
708
2
2021-12-08 15:21:39.087123
Average
No
Daily
Apartment
590
51,484
43
Male
35,411
Divorced
3
Bachelor's
Unemployed
7.895468
Urban
Comprehensive
2
11
519
3
2023-08-15 15:21:39.172097
Good
Yes
Monthly
House
903
51,485
55
Male
13,639
Divorced
4
PhD
Employed
31.974646
Suburban
Comprehensive
2
15
676
4
2024-07-02 15:21:39.276901
Good
Yes
Daily
Condo
1,519
51,486
60
Male
10,991
Divorced
4
High School
null
46.090103
Rural
Comprehensive
null
3
844
9
2022-04-10 15:21:39.155231
Good
Yes
Monthly
Apartment
2,138
51,487
41
Female
447
Single
0
Bachelor's
Self-Employed
null
Urban
Premium
0
12
null
1
2021-06-01 15:21:39.166062
Average
Yes
Rarely
Condo
956
51,488
58
Male
73,980
Divorced
0
Bachelor's
Self-Employed
20.555855
Suburban
Comprehensive
0
13
391
1
2022-01-29 15:21:39.099739
Poor
Yes
Weekly
Apartment
25
51,489
20
Female
35
null
0
PhD
Unemployed
23.664503
Urban
Basic
0
17
511
5
2022-08-12 15:21:39.144722
Poor
Yes
Weekly
Condo
1,828
51,490
34
Male
4,500
Single
null
PhD
Self-Employed
8.094506
Suburban
Premium
null
17
761
5
2020-07-29 15:21:39.129190
Good
Yes
Monthly
Condo
2,773
51,491
28
Male
11,781
Divorced
2
High School
Unemployed
49.938489
Urban
Comprehensive
0
16
795
5
2022-08-24 15:21:39.090124
Average
Yes
Monthly
Condo
618
51,492
43
Female
20,370
Married
1
High School
null
40.637234
Suburban
Basic
1
19
753
3
2021-11-14 15:21:39.134960
Poor
No
Weekly
House
2,520
51,493
42
Female
8,734
Married
2
High School
null
14.752011
Rural
Comprehensive
null
9
578
3
2021-05-04 15:21:39.087123
Average
Yes
Daily
Apartment
244
51,494
null
Male
23,119
Divorced
3
PhD
null
30.603811
Urban
Premium
null
0
692
2
2021-06-18 15:21:39.092127
Average
No
Daily
Condo
855
51,495
23
Male
3,160
Single
3
PhD
null
45.742187
Urban
Basic
null
5
328
6
2020-12-22 15:21:39.134960
Poor
No
Rarely
Apartment
651
51,496
44
Male
55,416
Single
1
Bachelor's
Self-Employed
3.483621
Rural
Basic
null
17
302
7
2024-07-08 15:21:39.102694
Average
No
Monthly
House
815
51,497
56
Male
25,773
Married
4
Master's
Unemployed
44.591933
Urban
Basic
null
6
629
7
2023-12-17 15:21:39.236064
Poor
No
Rarely
Apartment
1,203
51,498
35
Male
16,862
Single
2
PhD
null
29.657574
Suburban
Basic
1
17
793
6
2024-01-11 15:21:39.247098
Poor
Yes
Weekly
Apartment
35
51,499
37
Female
6,841
Divorced
3
Master's
Employed
31.172355
Urban
Premium
null
19
752
9
2024-03-02 15:21:39.237118
Good
No
Rarely
Apartment
1,153