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
20,400
33
Male
92,638
Divorced
0
Master's
Self-Employed
33.290693
Rural
Comprehensive
1
1
393
4
2023-08-17 15:21:39.116179
Good
Yes
Rarely
Apartment
717
20,401
58
Male
8,691
Divorced
3
PhD
Employed
26.681886
Urban
Premium
0
14
null
7
2021-10-19 15:21:39.123711
Good
Yes
Daily
Apartment
1,270
20,402
58
Male
58,815
Single
1
PhD
null
5.826338
Suburban
Premium
2
6
324
6
2021-06-27 15:21:39.196387
Good
No
Monthly
House
706
20,403
42
Male
40,505
Single
3
High School
null
27.726018
Suburban
Premium
1
4
590
3
2021-02-21 15:21:39.155231
Good
No
Monthly
House
1,081
20,404
36
Female
5,050
Divorced
1
PhD
Self-Employed
17.054247
Urban
Basic
1
14
null
3
2020-03-05 15:21:39.091080
Average
No
Rarely
Apartment
1,663
20,405
28
Male
85,541
Married
4
PhD
null
34.947956
Rural
Premium
2
0
678
1
2023-03-01 15:21:39.132191
null
No
Daily
House
2,553
20,406
47
Male
10,167
Married
0
High School
null
17.717439
Rural
Premium
1
14
669
3
2020-12-27 15:21:39.276901
Poor
No
Monthly
Apartment
749
20,407
38
Male
41,006
Divorced
3
High School
Employed
13.636391
Urban
Basic
0
18
745
5
2021-07-13 15:21:39.271453
Poor
Yes
Weekly
House
538
20,408
56
Male
24,591
Divorced
4
Master's
Self-Employed
3.476854
Urban
Premium
null
17
530
5
2020-01-10 15:21:39.095696
Good
Yes
Daily
Apartment
1,593
20,409
38
Female
9,639
Single
2
PhD
null
32.46586
Urban
Basic
2
1
510
2
2023-01-05 15:21:39.222387
Average
No
Weekly
House
605
20,410
23
Male
18,087
Divorced
3
Bachelor's
Unemployed
35.171862
Suburban
Comprehensive
2
7
641
9
2021-04-26 15:21:39.245086
Good
No
Weekly
House
1,222
20,411
36
Female
18,091
Divorced
2
PhD
Self-Employed
43.90415
Rural
Comprehensive
1
0
439
1
2020-01-29 15:21:39.143708
Poor
No
Monthly
House
843
20,412
null
Male
6,958
Married
0
Bachelor's
null
17.85841
Rural
Premium
1
5
745
4
2022-05-25 15:21:39.233485
Poor
Yes
Daily
House
992
20,413
30
Female
14,054
Married
3
Bachelor's
Self-Employed
34.547369
Urban
Basic
1
0
593
4
2022-11-15 15:21:39.171102
Good
No
Rarely
Condo
1,074
20,414
45
Female
51,933
Married
null
PhD
null
21.422711
Rural
Premium
4
15
410
5
2022-09-01 15:21:39.134960
Poor
No
Daily
Apartment
3,097
20,415
24
Female
121,703
Single
0
High School
null
31.886038
Suburban
Basic
1
9
702
7
2020-12-30 15:21:39.190215
Poor
Yes
Daily
Apartment
195
20,416
50
Male
17,111
Divorced
3
PhD
Unemployed
39.243675
Rural
Premium
null
13
616
6
2020-07-10 15:21:39.194829
Good
No
Weekly
House
3,624
20,417
64
Female
5,935
Married
3
Master's
null
14.328837
Suburban
Comprehensive
null
3
397
7
2024-02-05 15:21:39.150730
Good
No
Rarely
House
2,246
20,418
32
Female
3,626
Single
4
PhD
Unemployed
32.547842
Rural
Comprehensive
0
3
null
7
2019-10-23 15:21:39.091080
Good
No
Daily
House
557
20,419
31
Female
147,727
Married
0
High School
Self-Employed
14.264919
Rural
Comprehensive
0
12
311
8
2021-04-03 15:21:39.098696
null
No
Monthly
Apartment
1,003
20,420
37
Female
11,237
Single
2
Master's
Employed
26.566801
Urban
Comprehensive
2
15
776
9
2020-03-18 15:21:39.080440
Average
Yes
Weekly
House
1,247
20,421
23
Male
19,462
Single
2
PhD
Employed
11.939227
Suburban
Comprehensive
2
9
653
8
2024-03-11 15:21:39.231531
Good
Yes
Monthly
Apartment
622
20,422
53
Female
4,530
Divorced
2
Bachelor's
Employed
19.769528
Rural
Basic
0
3
478
7
2023-05-18 15:21:39.087123
Average
No
Weekly
Apartment
534
20,423
30
Female
56,425
Married
4
PhD
null
36.772655
Suburban
Comprehensive
2
18
753
3
2020-08-07 15:21:39.186212
Poor
No
Monthly
Apartment
2,288
20,424
58
Female
65,425
Divorced
null
Bachelor's
Unemployed
22.585586
Suburban
Comprehensive
1
14
772
6
2021-04-22 15:21:39.274993
Poor
No
Rarely
Apartment
230
20,425
47
Male
106,904
Single
2
Bachelor's
null
33.676987
Urban
Comprehensive
3
2
454
1
2021-12-19 15:21:39.177724
Poor
No
Daily
Condo
1,177
20,426
26
Female
112,843
Single
1
Master's
null
34.977932
Rural
Premium
0
12
null
5
2021-12-26 15:21:39.237118
Good
Yes
Daily
House
282
20,427
36
Male
14,053
Married
2
High School
Employed
null
Rural
Premium
2
14
713
5
2022-12-02 15:21:39.134960
Poor
No
Daily
Condo
988
20,428
47
Female
39,715
Married
4
High School
Self-Employed
21.002405
Rural
Premium
null
6
539
4
2024-07-11 15:21:39.170099
Poor
No
Rarely
House
934
20,429
24
Female
39,649
Divorced
1
Bachelor's
Employed
8.087351
Urban
Premium
2
12
836
8
2024-03-22 15:21:39.281787
Average
Yes
Weekly
House
1,692
20,430
37
Male
1,480
Divorced
1
Bachelor's
Self-Employed
null
Urban
Basic
1
17
538
7
2020-04-26 15:21:39.192212
Poor
Yes
Monthly
Apartment
1,327
20,431
44
Male
17,121
Married
1
High School
Self-Employed
21.681339
Rural
Basic
2
17
437
1
2022-07-29 15:21:39.177724
Poor
Yes
Weekly
Condo
1,729
20,432
29
Male
64,482
Married
3
PhD
Self-Employed
14.554905
Urban
Premium
null
11
403
8
2022-05-01 15:21:39.261856
Good
No
Rarely
Condo
1,706
20,433
63
Male
18,086
Single
3
PhD
Self-Employed
4.45432
Urban
Premium
null
3
344
9
2021-02-04 15:21:39.290098
Average
No
Weekly
Apartment
2,924
20,434
61
Male
15,897
Married
4
Bachelor's
null
30.853291
Suburban
Basic
null
12
722
5
2021-08-10 15:21:39.134960
Poor
Yes
Daily
Condo
483
20,435
46
Male
18,794
Single
1
Master's
null
29.894835
Urban
Basic
0
3
797
3
2024-05-30 15:21:39.283783
null
Yes
Monthly
Apartment
1,807
20,436
22
Male
5,730
Married
null
Bachelor's
null
24.967341
Suburban
Basic
null
3
554
5
2023-05-05 15:21:39.167099
Good
No
Monthly
Condo
478
20,437
38
Female
22,655
Single
3
Bachelor's
Employed
21.088771
Suburban
Basic
2
14
423
7
2020-06-20 15:21:39.216387
Good
Yes
Daily
Apartment
1,946
20,438
34
Male
20,243
Married
4
Bachelor's
Employed
15.776837
Rural
Comprehensive
0
13
775
6
2022-04-10 15:21:39.289099
Poor
Yes
Daily
Condo
876
20,439
50
Female
2,065
null
3
Bachelor's
Unemployed
10.924361
Suburban
Comprehensive
1
19
487
8
2022-10-29 15:21:39.209847
Poor
Yes
Daily
House
554
20,440
31
Male
3,725
Single
3
PhD
Employed
null
Rural
Premium
null
10
672
5
2023-08-10 15:21:39.205850
Poor
No
Weekly
Condo
449
20,441
39
Female
1,820
Divorced
1
High School
Employed
49.054672
Suburban
Basic
0
2
359
2
2020-04-13 15:21:39.134960
Average
Yes
Daily
Apartment
890
20,442
22
Female
20,236
Divorced
0
High School
null
33.867263
Urban
Basic
2
11
765
1
2024-05-03 15:21:39.256696
Average
Yes
Daily
Condo
1,008
20,443
38
Male
38,393
Single
2
High School
Self-Employed
3.918069
Rural
Comprehensive
0
19
null
9
2022-05-27 15:21:39.206847
Average
No
Weekly
House
1,603
20,444
42
Male
3,499
Single
0
Master's
Self-Employed
33.895347
Suburban
Basic
1
13
609
3
2022-10-24 15:21:39.237118
Average
No
Rarely
Apartment
2,126
20,445
46
Male
25,711
Married
0
Bachelor's
Unemployed
41.505793
Urban
Premium
1
16
625
3
2019-12-15 15:21:39.171102
Poor
Yes
Rarely
Condo
625
20,446
27
Male
30,512
Married
4
PhD
Employed
26.319536
Suburban
Premium
0
17
667
5
2021-01-02 15:21:39.215386
Average
No
Weekly
Condo
715
20,447
59
Male
18,661
Single
3
Bachelor's
null
15.839003
Rural
Comprehensive
null
10
449
1
2021-08-03 15:21:39.225916
Average
No
Monthly
Apartment
1,383
20,448
48
Female
111,260
Divorced
1
Bachelor's
null
22.628569
Suburban
Comprehensive
1
9
363
2
2020-07-16 15:21:39.124659
Good
No
Daily
House
1,087
20,449
37
Male
14,092
Single
3
High School
Employed
12.095048
Suburban
Comprehensive
1
14
528
1
2021-05-16 15:21:39.203442
Good
No
Rarely
Condo
495
20,450
49
Male
5,961
Married
4
PhD
Employed
26.074798
Suburban
Basic
null
15
617
3
2023-06-12 15:21:39.171102
Good
No
Monthly
Condo
1,186
20,451
35
Male
11,025
Married
1
Bachelor's
Self-Employed
17.255816
Urban
Premium
null
16
null
3
2021-06-30 15:21:39.276901
Good
Yes
Weekly
Apartment
942
20,452
33
Female
4,059
Single
3
Master's
Unemployed
20.643632
Suburban
Basic
1
1
483
1
2023-12-29 15:21:39.134960
Good
Yes
Daily
Condo
472
20,453
57
Male
4,942
Married
4
PhD
Employed
14.754092
Rural
Premium
1
8
462
2
2021-11-29 15:21:39.261856
Poor
No
Rarely
House
2,362
20,454
31
Male
44,156
Divorced
3
Bachelor's
Self-Employed
20.711197
Rural
Premium
null
11
524
2
2022-11-05 15:21:39.111551
Poor
Yes
Daily
Apartment
1,801
20,455
27
Male
63,198
Married
1
High School
Unemployed
6.602775
Urban
Basic
1
16
423
2
2021-03-16 15:21:39.290098
Good
Yes
Rarely
House
1,303
20,456
19
Male
73,107
Single
0
Master's
Unemployed
24.865633
Suburban
Premium
null
1
779
6
2023-06-23 15:21:39.184157
Poor
No
Weekly
Apartment
428
20,457
null
Male
29,072
Single
0
PhD
Unemployed
15.906358
Suburban
Basic
null
4
704
4
2022-07-30 15:21:39.106582
Average
Yes
Rarely
House
772
20,458
60
Male
17,579
Single
null
Bachelor's
null
13.744987
Urban
Premium
1
18
658
1
2022-04-27 15:21:39.245086
Average
Yes
Weekly
Apartment
2,475
20,459
59
Female
18,447
Divorced
4
Master's
null
8.880176
Suburban
Comprehensive
0
14
313
9
2022-04-11 15:21:39.134960
Good
Yes
Weekly
House
487
20,460
29
Male
3,810
Married
null
Master's
Self-Employed
6.28862
Suburban
Basic
1
11
699
7
2019-12-22 15:21:39.155231
null
No
Monthly
Apartment
1,590
20,461
44
Female
30,714
Single
null
Bachelor's
Unemployed
33.183331
Rural
Comprehensive
0
9
479
6
2021-02-15 15:21:39.105504
Poor
Yes
Daily
Apartment
307
20,462
47
Female
null
Single
3
Bachelor's
Unemployed
23.695758
Suburban
Basic
null
12
null
8
2019-09-10 15:21:39.267454
Poor
No
Monthly
House
48
20,463
40
Female
5,444
Married
3
PhD
Unemployed
32.933501
Urban
Basic
0
16
743
3
2022-04-07 15:21:39.188220
Good
No
Weekly
House
1,761
20,464
59
Female
16,215
Single
null
PhD
null
27.772667
Rural
Comprehensive
0
12
652
7
2023-12-31 15:21:39.225916
Average
Yes
Rarely
Apartment
2,773
20,465
44
Male
6,957
Married
null
High School
null
46.386886
Rural
Premium
null
11
null
9
2022-01-19 15:21:39.202448
Average
Yes
Daily
Apartment
881
20,466
50
Male
28,293
Married
2
High School
Self-Employed
42.136712
Rural
Basic
null
10
569
5
2023-02-20 15:21:39.184157
null
No
Monthly
Apartment
1,765
20,467
42
Male
14,073
Single
2
PhD
Employed
37.777629
Rural
Basic
2
3
683
1
2022-08-19 15:21:39.134960
Poor
Yes
Weekly
House
906
20,468
53
Male
27,197
Divorced
null
High School
Self-Employed
35.153778
Urban
Premium
1
0
409
1
2022-07-27 15:21:39.291118
Average
No
Monthly
House
672
20,469
55
Male
6,927
Married
2
Bachelor's
Self-Employed
20.534785
Suburban
Premium
1
6
356
3
2019-12-26 15:21:39.276901
Average
No
Rarely
Condo
783
20,470
27
Female
77,874
Single
2
Bachelor's
Self-Employed
43.094668
Rural
Premium
null
6
505
7
2023-06-05 15:21:39.205850
Poor
No
Rarely
Condo
2,986
20,471
20
Female
65,522
Divorced
3
High School
Employed
31.092258
Urban
Comprehensive
null
6
428
3
2021-02-16 15:21:39.155231
Poor
Yes
Monthly
House
687
20,472
25
Female
106,791
Married
2
Bachelor's
null
7.816792
Urban
Comprehensive
0
6
456
4
2022-01-05 15:21:39.082499
Average
Yes
Daily
Apartment
1,061
20,473
34
Female
6,847
Married
0
PhD
Employed
32.673322
Rural
Comprehensive
null
15
618
7
2023-08-24 15:21:39.155231
Average
No
Rarely
House
1,542
20,474
54
Female
1,208
Single
3
Bachelor's
null
23.86859
Suburban
Premium
0
5
617
6
2023-06-09 15:21:39.237118
Poor
No
Monthly
Condo
3,109
20,475
35
Female
52,381
Married
4
Bachelor's
Self-Employed
27.647064
Urban
Premium
1
17
796
6
2020-09-09 15:21:39.190215
null
No
Rarely
House
151
20,476
31
Female
61,261
null
3
Master's
null
null
Suburban
Comprehensive
0
2
776
1
2021-05-04 15:21:39.274993
Average
No
Rarely
Condo
1,544
20,477
18
Female
10,311
Divorced
3
Master's
Unemployed
23.751694
Urban
Basic
0
4
416
5
2021-09-30 15:21:39.274993
Average
No
Rarely
Condo
3,025
20,478
50
Male
48,428
Divorced
4
Master's
Unemployed
3.37219
Suburban
Premium
3
4
639
3
2024-06-12 15:21:39.218388
Average
No
Weekly
Apartment
2,242
20,479
24
Female
5,799
Divorced
0
Bachelor's
null
13.534974
Suburban
Comprehensive
null
17
473
3
2019-10-29 15:21:39.134960
Average
Yes
Daily
Apartment
1,523
20,480
50
Male
16,731
Divorced
2
Master's
Self-Employed
33.442896
Suburban
Premium
0
7
345
7
2021-05-09 15:21:39.247098
Good
Yes
Weekly
Apartment
733
20,481
25
Male
2,789
Married
2
Bachelor's
Employed
8.014881
Suburban
Basic
null
3
382
9
2022-04-20 15:21:39.147735
Good
Yes
Rarely
Condo
1,859
20,482
46
Female
6,974
Single
4
Bachelor's
null
15.041984
Suburban
Comprehensive
2
5
713
2
2021-11-02 15:21:39.236064
Average
Yes
Weekly
Apartment
1,790
20,483
48
Male
5,943
Single
0
Bachelor's
Unemployed
21.836794
Urban
Comprehensive
0
10
795
3
2021-07-04 15:21:39.188220
Good
No
Monthly
Condo
1,139
20,484
46
Male
62,967
Married
3
PhD
Employed
14.676869
Urban
Basic
0
1
707
2
2019-10-29 15:21:39.172097
null
Yes
Weekly
House
2,597
20,485
34
Male
62,667
Married
1
High School
Self-Employed
15.582737
Rural
Comprehensive
0
7
538
4
2019-11-15 15:21:39.223901
Average
No
Rarely
Apartment
245
20,486
46
Female
38,509
Single
4
Bachelor's
Self-Employed
30.471624
Urban
Basic
1
8
751
2
2022-07-05 15:21:39.172097
Poor
Yes
Monthly
Apartment
814
20,487
18
Male
47,225
Single
0
Bachelor's
Unemployed
20.967873
Suburban
Premium
null
15
433
2
2022-02-22 15:21:39.134960
Average
No
Daily
Condo
807
20,488
41
Female
24,706
Married
3
Bachelor's
null
15.567906
Rural
Premium
1
9
null
5
2020-01-27 15:21:39.144722
Average
No
Weekly
House
1,044
20,489
25
Male
79,305
Divorced
3
Bachelor's
null
17.002512
Suburban
Basic
3
9
341
3
2020-10-03 15:21:39.134960
Poor
No
Daily
Apartment
901
20,490
34
Male
12,226
Divorced
2
Master's
Self-Employed
13.46861
Suburban
Comprehensive
null
2
608
1
2021-03-09 15:21:39.231531
Poor
No
Weekly
House
591
20,491
64
Male
937
Single
4
High School
null
39.281814
Suburban
Premium
null
4
356
5
2024-03-02 15:21:39.170099
Average
No
Weekly
Condo
810
20,492
24
Female
null
Married
3
Master's
Self-Employed
51.959506
Rural
Basic
1
12
441
9
2020-03-31 15:21:39.155231
Poor
No
Monthly
House
1,420
20,493
19
Female
3,318
Divorced
1
Master's
null
17.96745
Urban
Basic
1
14
697
4
2024-07-09 15:21:39.084065
Average
No
Monthly
Condo
2,613
20,494
20
Male
30,127
Married
3
Master's
Employed
24.791128
Urban
Basic
null
11
558
7
2022-01-08 15:21:39.155231
Poor
Yes
Weekly
Condo
311
20,495
40
Male
23,480
Single
null
Master's
Unemployed
12.708539
Suburban
Comprehensive
1
9
764
3
2024-06-01 15:21:39.097737
Average
Yes
Rarely
Apartment
150
20,496
25
Male
61,589
Married
4
Master's
Unemployed
16.548626
Suburban
Comprehensive
2
6
821
3
2022-03-15 15:21:39.174719
null
Yes
Monthly
Condo
419
20,497
41
Male
46,882
Married
3
PhD
Employed
7.756479
Suburban
Comprehensive
2
18
585
8
2022-03-06 15:21:39.213373
Poor
Yes
Daily
House
2,141
20,498
49
Female
19,983
Divorced
0
PhD
Unemployed
26.451534
Suburban
Comprehensive
null
13
null
2
2023-10-09 15:21:39.084065
Average
No
Rarely
Condo
560
20,499
34
Female
29,912
Single
3
Bachelor's
null
26.137002
Urban
Basic
0
15
682
8
2021-10-24 15:21:39.204790
Average
Yes
Rarely
House
857