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
2,400
60
Male
1,033
Divorced
2
Bachelor's
Self-Employed
26.918061
Suburban
Basic
null
3
781
1
2020-05-01 15:21:39.283783
Good
No
Rarely
Condo
3,294
2,401
20
Female
56,817
Married
3
Bachelor's
Self-Employed
7.737332
Suburban
Premium
1
17
312
5
2021-07-14 15:21:39.132191
Average
No
Rarely
Apartment
917
2,402
51
Male
25,586
Divorced
3
PhD
null
21.615549
Suburban
Basic
0
10
375
7
2020-09-06 15:21:39.155231
Poor
No
Rarely
Condo
666
2,403
62
Male
71,459
Married
2
Master's
Unemployed
33.330123
Suburban
Comprehensive
1
6
441
7
2022-12-27 15:21:39.132191
Average
No
Weekly
House
916
2,404
null
Male
3,775
Divorced
0
Master's
Unemployed
30.633495
Rural
Basic
2
12
767
2
2020-10-17 15:21:39.198406
Poor
Yes
Monthly
House
1,705
2,405
64
Female
null
Married
2
PhD
Unemployed
49.867229
Suburban
Basic
0
7
563
8
2021-12-16 15:21:39.207847
Average
No
Weekly
House
353
2,406
42
Female
94,926
Married
2
Master's
null
22.144915
Urban
Premium
1
6
772
7
2020-08-29 15:21:39.155231
null
Yes
Weekly
Apartment
338
2,407
62
Male
106,030
Single
1
PhD
Unemployed
28.878572
Suburban
Premium
4
16
805
4
2020-11-02 15:21:39.259788
Poor
Yes
Monthly
Condo
2,131
2,408
46
Male
14,071
Divorced
2
PhD
Unemployed
6.716456
Rural
Premium
3
15
602
5
2020-07-28 15:21:39.190215
Good
Yes
Rarely
House
1,090
2,409
42
Female
22,579
Married
3
High School
Self-Employed
34.743117
Suburban
Comprehensive
1
1
764
2
2021-04-02 15:21:39.179186
Poor
No
Daily
Condo
624
2,410
33
Female
66,937
Single
2
High School
Self-Employed
6.947104
Rural
Premium
0
18
505
6
2022-05-28 15:21:39.264504
null
Yes
Daily
Condo
1,156
2,411
58
Female
46,928
Single
3
PhD
null
9.527731
Rural
Basic
null
6
560
4
2021-05-06 15:21:39.168099
Poor
Yes
Rarely
House
155
2,412
62
Female
4,515
Divorced
3
PhD
Self-Employed
40.785957
Suburban
Comprehensive
0
4
757
7
2021-08-22 15:21:39.246098
Average
No
Weekly
Condo
2,203
2,413
46
Male
5,937
Married
3
Bachelor's
Unemployed
18.232207
Urban
Basic
1
1
775
1
2020-07-18 15:21:39.133866
Poor
Yes
Rarely
Apartment
632
2,414
28
Male
39,851
Divorced
4
Bachelor's
null
34.484424
Suburban
Premium
1
14
819
1
2020-03-27 15:21:39.155231
Average
No
Monthly
Apartment
469
2,415
63
Female
1,439
Divorced
null
PhD
Employed
41.553907
Rural
Comprehensive
0
3
456
3
2022-08-09 15:21:39.186212
Poor
No
Weekly
Apartment
1,377
2,416
19
Female
62,728
Divorced
1
High School
Self-Employed
36.643674
Rural
Basic
1
7
692
5
2019-10-09 15:21:39.261856
Good
No
Monthly
Apartment
2,472
2,417
36
Male
11,723
Married
2
High School
Employed
12.84741
Suburban
Basic
1
11
562
1
2024-02-26 15:21:39.237118
Average
No
Weekly
House
1,138
2,418
54
Female
1,571
Single
1
Master's
Self-Employed
10.286689
Suburban
Basic
1
4
513
5
2019-09-14 15:21:39.194829
Average
No
Daily
House
1,320
2,419
43
Female
78,988
Divorced
2
Master's
Self-Employed
28.965911
Suburban
Basic
3
10
682
3
2022-03-15 15:21:39.265513
Average
No
Monthly
Condo
2,235
2,420
43
Female
null
Single
3
High School
Employed
18.703213
Suburban
Basic
null
3
359
4
2020-11-26 15:21:39.268507
Poor
Yes
Weekly
House
2,576
2,421
56
Male
null
Single
3
PhD
Unemployed
4.913375
Suburban
Premium
null
2
null
3
2019-10-04 15:21:39.176717
Average
Yes
Weekly
Condo
34
2,422
39
Male
5,848
Single
3
Master's
Employed
null
Urban
Basic
1
9
595
9
2021-05-08 15:21:39.134960
Good
Yes
Weekly
House
1,746
2,423
46
Female
11,996
Divorced
0
High School
Employed
16.097614
Urban
Comprehensive
1
5
819
1
2024-03-09 15:21:39.155231
Poor
No
Daily
House
1,299
2,424
59
Male
8,096
Single
2
High School
Unemployed
41.065975
Urban
Basic
2
0
552
5
2019-12-25 15:21:39.207847
Poor
No
Rarely
Apartment
1,203
2,425
26
Female
null
Single
4
High School
null
35.59685
Suburban
Basic
0
10
319
9
2024-07-19 15:21:39.081504
Good
Yes
Rarely
House
1,325
2,426
62
Male
51,327
Married
4
PhD
null
32.779026
Suburban
Comprehensive
1
7
342
4
2023-08-17 15:21:39.122134
Average
Yes
Rarely
Condo
876
2,427
53
Male
20,797
Divorced
1
High School
Unemployed
20.624144
Rural
Basic
0
9
393
9
2022-03-11 15:21:39.237118
Average
No
Monthly
Apartment
1,298
2,428
60
Male
51,383
Single
3
PhD
Unemployed
16.149764
Suburban
Comprehensive
2
5
407
9
2023-09-18 15:21:39.174719
Poor
Yes
Monthly
House
1,448
2,429
51
Female
73,863
Married
4
Bachelor's
Employed
29.356875
Suburban
Comprehensive
0
2
382
7
2023-10-30 15:21:39.087123
Good
Yes
Daily
Condo
1,857
2,430
31
Male
8,639
null
1
Master's
Self-Employed
33.106698
Rural
Comprehensive
0
5
645
9
2021-09-24 15:21:39.287115
null
Yes
Monthly
Condo
399
2,431
60
Female
81,013
Single
2
Bachelor's
Employed
50.178625
Urban
Comprehensive
0
9
364
9
2023-12-26 15:21:39.223901
Good
Yes
Monthly
Apartment
585
2,432
26
Male
77,829
Divorced
4
Master's
Employed
15.051219
Urban
Premium
2
18
498
6
2022-12-06 15:21:39.230483
Good
No
Weekly
House
1,829
2,433
22
Female
17,670
Divorced
2
Bachelor's
Self-Employed
32.96483
Rural
Premium
null
12
511
4
2021-05-17 15:21:39.122134
Poor
Yes
Daily
Apartment
1,185
2,434
25
Male
11,584
Married
null
Master's
null
25.593556
Suburban
Comprehensive
3
4
689
4
2021-11-18 15:21:39.079026
null
Yes
Daily
Apartment
715
2,435
43
Male
15,217
Divorced
1
Bachelor's
null
22.851526
Suburban
Premium
1
11
608
7
2023-03-21 15:21:39.252145
Average
Yes
Monthly
Condo
1,827
2,436
62
Female
2,514
Single
4
High School
Self-Employed
27.511839
Urban
Comprehensive
null
15
699
7
2021-01-23 15:21:39.267454
Good
No
Daily
House
2,118
2,437
25
Male
18,389
Married
0
PhD
null
11.619588
Rural
Comprehensive
0
9
584
9
2020-06-17 15:21:39.253660
Good
Yes
Monthly
House
1,534
2,438
47
Female
24,486
Single
4
PhD
Employed
36.933792
Urban
Premium
1
7
564
5
2023-06-18 15:21:39.171102
Good
Yes
Daily
House
948
2,439
33
Female
17,885
Single
1
Master's
Unemployed
30.460936
Suburban
Premium
null
15
705
5
2023-12-05 15:21:39.132191
Good
No
Daily
House
1,740
2,440
18
Male
36,118
Married
2
Bachelor's
Employed
8.912122
Suburban
Basic
0
5
633
2
2023-03-16 15:21:39.148733
Average
No
Monthly
House
703
2,441
37
Female
46,711
Divorced
1
PhD
Unemployed
10.451375
Suburban
Premium
null
10
370
7
2021-04-10 15:21:39.084065
Poor
Yes
Weekly
Condo
1,569
2,442
60
Male
28,739
Married
null
Bachelor's
Employed
33.633851
Suburban
Basic
2
3
765
6
2020-07-14 15:21:39.155231
Poor
Yes
Daily
Condo
342
2,443
37
Female
12,094
Divorced
3
High School
null
36.671614
Rural
Premium
3
3
779
3
2020-01-16 15:21:39.085129
Good
No
Daily
Apartment
1,245
2,444
62
Male
29,315
Married
3
High School
Unemployed
25.794859
Urban
Comprehensive
1
12
null
6
2024-04-28 15:21:39.205850
Average
Yes
Daily
House
119
2,445
33
Male
4,399
Married
2
Master's
null
22.649617
Suburban
Premium
2
6
717
1
2021-01-21 15:21:39.182597
Average
No
Monthly
Apartment
1,022
2,446
41
Female
2,927
Married
2
PhD
Unemployed
3.075411
Rural
Premium
0
12
693
2
2020-12-15 15:21:39.256696
null
Yes
Weekly
House
486
2,447
54
Male
44,940
Single
2
PhD
null
null
Urban
Basic
0
7
null
7
2021-10-29 15:21:39.134960
Good
Yes
Daily
Condo
790
2,448
54
Female
10,171
Divorced
2
Bachelor's
null
28.702758
Suburban
Basic
0
5
328
8
2020-04-25 15:21:39.155231
Good
No
Rarely
Apartment
709
2,449
37
Female
38,699
Single
2
High School
Self-Employed
25.74784
Suburban
Premium
2
6
782
1
2020-12-31 15:21:39.254678
Good
Yes
Weekly
Condo
471
2,450
42
Male
43,937
Single
3
Bachelor's
Self-Employed
15.887023
Rural
Premium
null
3
449
2
2022-07-17 15:21:39.237118
Poor
No
Daily
House
1,616
2,451
30
Male
7,086
Single
2
Bachelor's
Unemployed
5.622956
Urban
Basic
0
10
572
1
2021-09-19 15:21:39.155231
Poor
No
Monthly
Apartment
981
2,452
50
Male
41,408
Single
4
Bachelor's
Self-Employed
20.62031
Rural
Basic
0
13
332
3
2020-10-21 15:21:39.134960
Poor
Yes
Daily
Condo
921
2,453
47
Female
43,053
Divorced
3
PhD
Self-Employed
32.051428
Suburban
Premium
null
2
441
9
2020-02-18 15:21:39.193945
Poor
No
Daily
Condo
1,604
2,454
30
Female
25,033
Single
1
PhD
Employed
41.095493
Rural
Premium
2
0
null
3
2023-02-16 15:21:39.253660
Poor
No
Rarely
House
1,073
2,455
48
Female
14,908
Married
1
PhD
null
19.004619
Suburban
Premium
null
9
825
5
2020-10-24 15:21:39.288099
Good
No
Monthly
House
1,434
2,456
25
Female
28,561
null
null
Master's
null
14.959761
Urban
Comprehensive
1
16
486
4
2022-01-21 15:21:39.134960
Good
Yes
Weekly
Apartment
1,116
2,457
36
Female
9,051
Divorced
1
PhD
Self-Employed
17.976106
Rural
Comprehensive
1
4
398
4
2023-03-05 15:21:39.182597
Good
Yes
Weekly
Apartment
882
2,458
20
Female
2,353
Married
4
Bachelor's
Unemployed
12.450136
Suburban
Premium
1
18
null
3
2020-07-14 15:21:39.175719
Average
No
Daily
Condo
2,861
2,459
50
Female
64,440
Married
0
PhD
Unemployed
11.058962
Suburban
Premium
null
12
437
7
2021-10-15 15:21:39.155231
Average
No
Rarely
Condo
662
2,460
57
Female
2,065
Divorced
1
Bachelor's
null
24.885871
Rural
Basic
0
16
366
5
2022-01-22 15:21:39.085129
Poor
No
Rarely
House
324
2,461
38
Female
41,130
Divorced
3
PhD
Unemployed
39.976204
Rural
Premium
null
7
652
1
2023-05-05 15:21:39.155231
Good
No
Daily
Condo
731
2,462
31
Female
29,173
Divorced
2
PhD
Self-Employed
null
Urban
Premium
0
18
542
7
2021-03-21 15:21:39.192212
Average
No
Daily
House
742
2,463
30
Female
2,557
null
1
Master's
Employed
28.093298
Urban
Comprehensive
null
1
663
6
2022-06-07 15:21:39.273454
Poor
Yes
Monthly
Apartment
1,299
2,464
56
Female
13,215
Divorced
2
Master's
Employed
17.739205
Urban
Comprehensive
null
18
528
4
2024-02-09 15:21:39.244069
Poor
Yes
Daily
Apartment
556
2,465
64
Female
3,377
Single
2
High School
null
42.845693
Urban
Premium
null
18
382
6
2020-11-18 15:21:39.237118
Good
No
Rarely
House
1,273
2,466
64
Female
744
Divorced
4
Bachelor's
Self-Employed
52.53921
Suburban
Comprehensive
1
18
729
5
2023-07-12 15:21:39.098696
Poor
Yes
Monthly
Apartment
4,903
2,467
64
Female
149,542
Single
0
Bachelor's
null
35.835903
Suburban
Comprehensive
0
7
null
1
2022-02-17 15:21:39.186212
Good
Yes
Daily
Condo
49
2,468
58
Female
73,033
Single
3
High School
Self-Employed
27.592885
Rural
Comprehensive
1
19
831
7
2023-09-26 15:21:39.155231
Good
Yes
Monthly
Apartment
91
2,469
47
Female
1,707
Married
1
Master's
Self-Employed
null
Suburban
Comprehensive
1
10
616
3
2021-07-05 15:21:39.155231
Good
No
Weekly
House
100
2,470
64
Female
31,174
Divorced
null
PhD
null
18.004341
Urban
Premium
null
10
558
9
2020-04-18 15:21:39.246098
Good
Yes
Daily
Condo
191
2,471
33
Female
25,648
Divorced
3
Bachelor's
Employed
24.848359
Suburban
Premium
1
6
762
7
2024-03-12 15:21:39.204790
Good
Yes
Monthly
Apartment
657
2,472
49
Female
11,922
Married
0
PhD
Self-Employed
16.927357
Urban
Premium
3
2
563
5
2024-07-21 15:21:39.082499
Poor
Yes
Rarely
Apartment
506
2,473
50
Female
38,699
Divorced
3
Bachelor's
null
null
Urban
Basic
0
19
675
4
2021-01-21 15:21:39.126661
Poor
No
Monthly
Condo
2,141
2,474
34
Female
null
Divorced
null
Master's
null
21.965246
Suburban
Comprehensive
null
17
315
7
2019-09-29 15:21:39.155231
Good
Yes
Monthly
Apartment
1,287
2,475
40
Female
1,810
Divorced
3
High School
Employed
37.856118
Rural
Comprehensive
2
19
759
5
2024-05-02 15:21:39.288099
Poor
No
Weekly
House
2,255
2,476
31
Female
34,410
Divorced
4
High School
Employed
51.816346
Rural
Premium
1
0
641
2
2023-05-06 15:21:39.134960
Poor
Yes
Monthly
Condo
514
2,477
43
Female
40,115
Married
4
Master's
Employed
22.380151
Rural
Comprehensive
0
9
null
7
2020-09-05 15:21:39.226954
Poor
Yes
Weekly
Condo
1,539
2,478
25
Female
1,027
Divorced
4
High School
Employed
null
Rural
Basic
null
1
459
5
2021-09-30 15:21:39.134960
Poor
Yes
Monthly
Condo
1,264
2,479
41
Male
10,175
Single
4
High School
Self-Employed
22.085479
Urban
Basic
1
3
828
8
2023-03-18 15:21:39.237118
null
No
Weekly
Apartment
1,603
2,480
57
Female
null
Single
0
Bachelor's
Unemployed
35.023625
Urban
Basic
4
3
503
6
2020-03-13 15:21:39.192212
Average
Yes
Rarely
Condo
378
2,481
31
Male
1,147
Single
4
Bachelor's
Self-Employed
20.928681
Urban
Comprehensive
0
14
null
6
2020-11-13 15:21:39.134960
Good
No
Rarely
House
22
2,482
48
Female
26,401
Married
3
High School
Unemployed
21.848291
Rural
Basic
null
3
569
5
2024-01-31 15:21:39.210805
Poor
Yes
Monthly
Condo
509
2,483
35
Female
24,472
Married
4
PhD
Self-Employed
41.460734
Suburban
Comprehensive
1
6
657
7
2022-09-02 15:21:39.177724
Average
No
Daily
Condo
700
2,484
56
Male
52,822
Single
2
PhD
Unemployed
35.717829
Urban
Basic
1
12
347
7
2020-01-30 15:21:39.134960
Good
Yes
Weekly
House
538
2,485
44
Female
143,594
Single
1
High School
Employed
23.583714
Suburban
Premium
3
9
528
7
2023-05-23 15:21:39.263607
Average
Yes
Monthly
House
150
2,486
29
Male
9,477
Married
0
High School
Unemployed
40.453962
Suburban
Basic
0
0
740
9
2023-04-21 15:21:39.085129
Poor
Yes
Monthly
Apartment
877
2,487
34
Female
37,101
Divorced
1
High School
Self-Employed
25.539136
Rural
Comprehensive
1
1
790
1
2020-07-15 15:21:39.155231
Good
Yes
Weekly
Apartment
371
2,488
35
Male
76,796
Married
3
PhD
Unemployed
34.958015
Rural
Comprehensive
0
9
681
4
2024-07-30 15:21:39.155231
Poor
Yes
Daily
Condo
397
2,489
61
Female
64,857
Married
0
PhD
Unemployed
4.552741
Suburban
Basic
3
6
495
5
2023-01-01 15:21:39.176717
Good
Yes
Daily
House
892
2,490
19
Female
44,544
Single
4
PhD
null
29.164895
Rural
Comprehensive
null
6
543
5
2022-10-30 15:21:39.134960
Good
No
Weekly
Apartment
533
2,491
53
Male
1,463
Single
2
Bachelor's
Employed
46.857275
Urban
Comprehensive
2
11
405
1
2023-02-15 15:21:39.220389
Good
No
Weekly
Condo
1,463
2,492
43
Female
6,478
Divorced
1
Bachelor's
Self-Employed
35.460768
Urban
Comprehensive
null
6
842
6
2020-01-08 15:21:39.257696
Poor
No
Weekly
Apartment
1,457
2,493
55
Male
58,222
Divorced
2
PhD
Self-Employed
23.245531
Urban
Basic
1
0
398
4
2021-04-26 15:21:39.090124
Good
Yes
Daily
Apartment
1,755
2,494
63
Male
6,813
Divorced
2
PhD
Unemployed
17.013378
Rural
Basic
null
19
568
8
2022-04-10 15:21:39.092127
Average
Yes
Daily
Condo
473
2,495
39
Female
6,633
Divorced
1
Master's
null
13.867241
Urban
Basic
1
12
367
8
2021-08-02 15:21:39.106582
Poor
Yes
Monthly
Apartment
3,749
2,496
32
Female
20,390
Single
3
High School
Unemployed
26.754848
Suburban
Comprehensive
0
5
663
9
2020-06-02 15:21:39.192212
Average
No
Rarely
House
877
2,497
44
Female
78,824
Divorced
4
Bachelor's
Employed
5.377055
Suburban
Comprehensive
null
4
641
1
2019-11-12 15:21:39.147735
Good
No
Rarely
Condo
130
2,498
59
Male
82,491
Divorced
0
Bachelor's
null
4.441175
Suburban
Premium
0
2
446
1
2022-06-22 15:21:39.120168
Poor
No
Monthly
Condo
583
2,499
49
Male
85,597
Divorced
1
Master's
Employed
22.246896
Urban
Basic
2
3
415
3
2023-03-23 15:21:39.117183
Average
No
Rarely
Apartment
1,630