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
11,400
31
Male
42,351
Single
1
Bachelor's
Employed
16.390033
Suburban
Comprehensive
0
18
837
3
2022-11-28 15:21:39.256696
Poor
Yes
Weekly
Condo
724
11,401
23
Female
36,566
Divorced
null
PhD
null
40.847762
Urban
Basic
null
10
443
9
2024-05-28 15:21:39.233998
Poor
No
Monthly
Apartment
467
11,402
46
Male
27,894
Single
3
PhD
Unemployed
7.859224
Urban
Basic
1
1
788
3
2020-05-21 15:21:39.134960
Average
No
Monthly
Condo
688
11,403
31
Male
31,158
Divorced
null
PhD
Employed
22.91226
Urban
Basic
0
14
432
1
2020-03-15 15:21:39.256696
Poor
No
Monthly
Condo
1,993
11,404
34
Female
40,688
Married
4
Master's
Unemployed
22.839304
Rural
Comprehensive
2
9
null
6
2023-07-12 15:21:39.237118
Average
Yes
Monthly
Apartment
744
11,405
64
Male
24,761
Married
4
PhD
null
33.945343
Rural
Premium
1
12
null
1
2023-02-09 15:21:39.094752
Average
Yes
Rarely
House
2,474
11,406
64
Male
null
Married
null
High School
null
30.138027
Urban
Comprehensive
1
14
505
9
2020-06-24 15:21:39.226954
Average
Yes
Monthly
House
2,666
11,407
27
Male
7,802
Single
0
Master's
Self-Employed
29.560847
Rural
Comprehensive
3
10
665
7
2021-01-19 15:21:39.220389
Poor
No
Weekly
House
1,334
11,408
19
Female
928
Divorced
4
Bachelor's
Unemployed
16.867667
Rural
Premium
1
8
641
5
2022-08-18 15:21:39.093681
Good
Yes
Weekly
Condo
45
11,409
49
Male
43,970
Divorced
4
PhD
Employed
15.865191
Urban
Comprehensive
0
17
830
1
2023-04-24 15:21:39.237118
Poor
No
Monthly
Apartment
788
11,410
58
Male
4,079
Married
2
Master's
Self-Employed
6.849146
Urban
Comprehensive
null
7
516
9
2022-11-03 15:21:39.211806
null
Yes
Daily
Condo
1,018
11,411
31
Female
3,344
Divorced
null
High School
Unemployed
9.235845
Rural
Basic
null
4
690
1
2023-05-25 15:21:39.211806
Poor
No
Rarely
House
2,957
11,412
39
Female
5,916
Married
2
PhD
Self-Employed
3.025317
Rural
Premium
3
4
459
4
2019-09-11 15:21:39.168099
Average
No
Weekly
House
28
11,413
33
Male
1,375
Single
3
PhD
Employed
19.889028
Rural
Comprehensive
null
0
734
9
2023-02-28 15:21:39.086123
null
Yes
Rarely
House
20
11,414
51
Male
133,832
Divorced
2
Bachelor's
Employed
32.794424
Urban
Premium
null
15
379
3
2020-12-19 15:21:39.213373
Poor
Yes
Rarely
Apartment
1,031
11,415
40
Female
2,629
Single
4
High School
Employed
27.572344
Urban
Premium
0
13
784
7
2021-11-24 15:21:39.248098
Good
Yes
Monthly
Condo
2,837
11,416
64
Female
17,891
Divorced
1
PhD
Unemployed
15.688419
Urban
Basic
1
6
null
1
2023-09-25 15:21:39.205850
Good
Yes
Weekly
Condo
1,821
11,417
40
Female
20,861
Single
0
PhD
Self-Employed
5.570671
Urban
Comprehensive
null
8
632
1
2020-09-30 15:21:39.219432
Average
Yes
Rarely
Apartment
1,062
11,418
39
Female
46,344
Single
4
Master's
null
21.471073
Urban
Comprehensive
null
13
826
9
2022-02-27 15:21:39.206847
Good
Yes
Rarely
Condo
1,813
11,419
64
Male
3,615
Divorced
1
Master's
Unemployed
null
Suburban
Comprehensive
1
1
603
6
2022-12-13 15:21:39.167099
null
No
Rarely
Condo
596
11,420
62
Male
91,051
Divorced
1
High School
Employed
41.548599
Rural
Basic
0
0
306
6
2022-10-11 15:21:39.263607
Good
No
Daily
Apartment
2,887
11,421
18
Male
3,101
Single
1
High School
Self-Employed
13.771338
Urban
Basic
0
19
356
7
2021-03-07 15:21:39.168099
Average
No
Weekly
Condo
1,895
11,422
41
Male
6,069
Married
4
Bachelor's
null
20.901939
Rural
Comprehensive
1
11
668
6
2021-11-27 15:21:39.226954
Poor
Yes
Daily
Condo
813
11,423
null
Male
2,310
Married
1
High School
Self-Employed
10.578836
Suburban
Basic
1
4
316
7
2021-01-27 15:21:39.149731
Good
No
Daily
Condo
845
11,424
46
Female
14,093
Divorced
1
PhD
Unemployed
41.453703
Urban
Basic
1
15
386
8
2021-01-15 15:21:39.207847
Poor
No
Rarely
Apartment
988
11,425
51
Female
16,058
Divorced
3
Bachelor's
Employed
20.849808
Suburban
Premium
1
0
538
9
2022-09-11 15:21:39.204790
Poor
Yes
Daily
House
612
11,426
48
Male
8,071
Single
3
PhD
null
49.302626
Rural
Basic
0
17
581
1
2020-06-14 15:21:39.267454
Good
Yes
Rarely
House
605
11,427
57
Male
22,442
Married
2
Bachelor's
Self-Employed
47.918069
Suburban
Comprehensive
2
11
null
3
2020-10-20 15:21:39.166062
Good
No
Weekly
Condo
268
11,428
31
Female
16,554
Divorced
1
High School
Employed
20.82361
Suburban
Basic
0
14
696
2
2022-03-06 15:21:39.134960
Poor
No
Rarely
Condo
703
11,429
40
Female
24,986
Single
0
Master's
null
44.381767
Urban
Comprehensive
3
5
753
2
2022-03-07 15:21:39.211806
Average
Yes
Weekly
House
607
11,430
29
Male
2,814
Married
1
Bachelor's
Unemployed
34.937668
Rural
Basic
null
1
688
2
2022-01-20 15:21:39.271453
Poor
Yes
Weekly
Apartment
431
11,431
26
Female
10,729
Single
0
Master's
null
48.547862
Suburban
Basic
0
7
767
7
2020-11-14 15:21:39.130190
Good
No
Weekly
Condo
832
11,432
28
Male
12,053
Single
4
Master's
null
38.62263
Suburban
Premium
0
2
844
4
2022-04-01 15:21:39.271453
Average
No
Rarely
Condo
784
11,433
35
Female
22,762
Divorced
null
PhD
null
29.348789
Suburban
Premium
1
12
null
7
2023-08-12 15:21:39.146733
Good
Yes
Weekly
House
535
11,434
62
Female
16,077
Divorced
4
High School
null
24.164555
Rural
Comprehensive
null
3
687
4
2024-08-14 15:21:39.134960
Good
Yes
Weekly
Condo
933
11,435
40
Male
28,599
Divorced
4
Bachelor's
null
9.574066
Suburban
Comprehensive
1
6
576
9
2023-04-21 15:21:39.209847
Good
No
Weekly
Apartment
1,699
11,436
35
Male
669
Single
4
Bachelor's
null
6.979299
Rural
Basic
2
8
746
7
2019-11-09 15:21:39.190215
Average
No
Daily
Condo
651
11,437
19
Female
37,948
Single
3
Bachelor's
Unemployed
27.624918
Suburban
Premium
1
11
697
2
2020-02-02 15:21:39.169102
Good
Yes
Monthly
Condo
273
11,438
63
Female
10,048
Married
3
Bachelor's
null
14.63729
Rural
Comprehensive
null
6
745
8
2021-08-02 15:21:39.134960
Good
Yes
Rarely
House
955
11,439
57
Male
62,345
Single
3
Master's
null
18.912741
Urban
Basic
null
0
325
4
2023-07-24 15:21:39.166062
Good
Yes
Rarely
Condo
2,543
11,440
30
Female
3,900
Single
null
High School
Unemployed
48.532122
Suburban
Comprehensive
1
17
815
7
2020-09-09 15:21:39.249100
Good
Yes
Monthly
Condo
2,126
11,441
56
Male
21,259
Single
2
PhD
null
27.744106
Urban
Basic
1
18
756
1
2023-07-21 15:21:39.237118
Good
Yes
Weekly
Apartment
567
11,442
55
Female
79,870
Married
null
Bachelor's
Employed
21.095903
Suburban
Premium
0
5
805
4
2022-05-08 15:21:39.270454
Good
Yes
Monthly
House
178
11,443
null
Female
39,803
Married
2
Bachelor's
null
18.342084
Rural
Comprehensive
null
19
674
4
2022-01-26 15:21:39.237118
Good
No
Rarely
Apartment
1,399
11,444
62
Male
18,227
null
4
Master's
Self-Employed
17.146819
Suburban
Comprehensive
4
2
null
5
2022-01-18 15:21:39.088124
Poor
No
Rarely
Apartment
776
11,445
48
Male
35,297
Married
2
PhD
Self-Employed
35.564795
Suburban
Comprehensive
0
0
613
9
2022-04-16 15:21:39.148733
Good
Yes
Monthly
House
1,770
11,446
60
Male
23,981
Married
1
Bachelor's
Self-Employed
31.187261
Rural
Comprehensive
1
19
593
7
2021-01-06 15:21:39.274993
Poor
Yes
Monthly
Condo
573
11,447
59
Female
10,862
Married
1
PhD
Self-Employed
31.68107
Rural
Comprehensive
3
14
727
8
2023-08-09 15:21:39.093681
Good
No
Weekly
Condo
605
11,448
18
Female
29,137
Single
0
High School
Self-Employed
20.001623
Rural
Premium
1
9
826
4
2024-04-10 15:21:39.259788
Poor
Yes
Monthly
Condo
899
11,449
50
Male
15,636
Divorced
null
High School
Employed
7.819203
Rural
Comprehensive
null
3
718
3
2020-04-11 15:21:39.249100
Average
Yes
Daily
Condo
165
11,450
46
Male
3,788
Single
4
Bachelor's
Unemployed
40.773561
Rural
Comprehensive
1
15
472
6
2020-06-02 15:21:39.177724
Good
No
Daily
Condo
712
11,451
26
Female
16,053
Married
2
Bachelor's
null
38.163503
Urban
Comprehensive
null
3
532
5
2022-10-06 15:21:39.152732
Good
Yes
Monthly
Apartment
1,242
11,452
62
Male
18,085
Divorced
0
High School
Unemployed
13.914963
Urban
Premium
0
0
773
4
2024-01-25 15:21:39.237118
Good
No
Rarely
Apartment
571
11,453
56
Male
9,711
Single
4
Master's
null
24.505101
Urban
Premium
null
6
786
1
2022-08-07 15:21:39.279729
Average
No
Weekly
Condo
97
11,454
55
Male
73,863
Single
3
High School
Unemployed
17.957647
Rural
Basic
0
9
366
7
2022-04-15 15:21:39.176717
Average
No
Monthly
Condo
1,784
11,455
29
Male
18,171
Married
1
High School
Unemployed
21.174906
Urban
Premium
1
9
716
4
2022-12-18 15:21:39.155231
Average
Yes
Weekly
Apartment
1,168
11,456
31
Female
10,037
Divorced
1
Bachelor's
Unemployed
39.622962
Urban
Premium
0
15
393
1
2019-08-25 15:21:39.205850
Poor
No
Monthly
Condo
686
11,457
40
Female
24
Married
3
Master's
Employed
50.837605
Suburban
Basic
1
3
678
3
2024-03-22 15:21:39.204790
Good
Yes
Daily
Condo
597
11,458
49
Male
62,892
Single
2
Master's
Self-Employed
11.188964
Urban
Basic
3
13
456
7
2024-04-17 15:21:39.187211
Poor
No
Weekly
Condo
818
11,459
20
Male
28,883
Single
3
High School
null
17.812131
Rural
Basic
null
2
607
1
2019-09-28 15:21:39.237118
Poor
No
Rarely
House
1,804
11,460
54
Male
23,019
Married
0
Bachelor's
Unemployed
10.020512
Suburban
Comprehensive
0
8
332
6
2022-10-01 15:21:39.085129
Good
Yes
Rarely
Condo
1,403
11,461
45
Female
17,069
Divorced
1
High School
Self-Employed
11.719041
Rural
Premium
0
14
607
8
2021-02-07 15:21:39.213373
Good
Yes
Rarely
Apartment
1,345
11,462
32
Female
59,878
Divorced
4
Master's
null
20.480179
Rural
Premium
0
9
533
7
2024-07-07 15:21:39.098696
Poor
Yes
Monthly
Apartment
391
11,463
43
Female
115,539
Divorced
4
PhD
Employed
52.454111
Urban
Premium
0
9
792
2
2021-03-27 15:21:39.221386
Average
No
Weekly
House
1,885
11,464
38
Male
81,467
Divorced
2
High School
Self-Employed
36.802717
Urban
Basic
0
11
null
5
2020-07-23 15:21:39.167099
Poor
Yes
Daily
Condo
50
11,465
32
Female
81,389
Single
3
PhD
Self-Employed
19.903995
Suburban
Premium
1
3
462
9
2021-01-30 15:21:39.102694
Poor
Yes
Daily
House
2,723
11,466
31
Male
42,454
Divorced
null
High School
null
23.86826
Urban
Basic
null
13
584
3
2022-11-01 15:21:39.116179
Poor
No
Monthly
House
85
11,467
42
Male
56,438
Married
3
Bachelor's
Unemployed
50.272962
Urban
Premium
1
1
772
2
2024-04-25 15:21:39.155231
Average
Yes
Daily
House
35
11,468
63
Male
37,647
Divorced
3
Bachelor's
Self-Employed
18.556435
Rural
Comprehensive
1
18
370
2
2023-12-30 15:21:39.174719
Good
No
Daily
Apartment
2,435
11,469
58
Male
24,886
Divorced
4
Bachelor's
Self-Employed
45.067948
Urban
Comprehensive
1
15
787
3
2024-05-01 15:21:39.092127
Good
Yes
Weekly
House
2,037
11,470
40
Female
16,408
Single
3
PhD
Employed
35.955756
Urban
Comprehensive
1
11
735
5
2022-03-05 15:21:39.087123
Good
Yes
Monthly
House
1,364
11,471
58
Male
24,862
Married
1
Master's
Self-Employed
10.619335
Suburban
Comprehensive
0
6
471
2
2022-07-22 15:21:39.125660
Average
Yes
Rarely
Apartment
925
11,472
42
Male
29,095
Single
2
Master's
Unemployed
18.956426
Rural
Basic
null
15
705
7
2023-06-02 15:21:39.111551
Good
Yes
Monthly
House
1,086
11,473
60
Female
28,963
Single
0
Bachelor's
null
7.275538
Rural
Comprehensive
0
2
397
4
2023-08-11 15:21:39.219432
null
Yes
Monthly
Apartment
1,270
11,474
44
Female
14,822
null
0
High School
null
36.935772
Urban
Comprehensive
0
19
336
7
2022-04-09 15:21:39.274993
Average
No
Daily
House
1,534
11,475
31
Female
27,862
Divorced
3
Bachelor's
Self-Employed
15.099557
Urban
Basic
0
2
622
6
2023-10-22 15:21:39.134960
Good
No
Daily
House
506
11,476
50
Female
17,885
Single
2
High School
null
24.836643
Suburban
Comprehensive
0
14
552
8
2023-03-20 15:21:39.093681
Good
Yes
Rarely
Condo
551
11,477
34
Male
2,589
Divorced
4
PhD
Self-Employed
40.597071
Urban
Comprehensive
2
17
551
8
2020-09-16 15:21:39.193945
Poor
No
Monthly
Apartment
795
11,478
63
Male
29,892
Married
0
Master's
Self-Employed
11.926674
Suburban
Comprehensive
1
16
834
8
2020-11-18 15:21:39.148733
Average
No
Rarely
Apartment
478
11,479
46
Male
37,766
Divorced
3
PhD
Employed
27.811132
Suburban
Basic
null
10
629
4
2022-06-22 15:21:39.095696
Average
Yes
Daily
House
113
11,480
60
Female
13,371
Married
3
PhD
null
32.636377
Urban
Premium
null
3
640
8
2023-03-30 15:21:39.237118
Good
No
Rarely
Apartment
446
11,481
51
Male
43,987
Single
4
Bachelor's
null
15.957113
Urban
Basic
null
17
775
9
2021-11-16 15:21:39.134960
Average
No
Monthly
Condo
1,326
11,482
28
Male
16,891
Single
null
Master's
Unemployed
38.080849
Suburban
Basic
null
15
761
6
2023-08-26 15:21:39.123711
Average
No
Weekly
Apartment
785
11,483
56
Male
13,804
Single
1
Master's
null
40.798538
Rural
Basic
1
7
823
6
2022-06-22 15:21:39.256696
Poor
Yes
Weekly
Apartment
488
11,484
57
Female
20,983
Married
1
High School
Employed
18.403019
Rural
Basic
1
3
null
4
2020-04-04 15:21:39.134960
Poor
Yes
Daily
Apartment
817
11,485
64
Female
34,179
Married
4
Master's
Self-Employed
40.857357
Urban
Comprehensive
null
8
326
8
2022-04-09 15:21:39.124659
Good
Yes
Daily
Apartment
890
11,486
38
Male
1,049
Married
2
High School
Unemployed
49.720713
Suburban
Premium
null
5
635
7
2019-10-05 15:21:39.183598
Good
Yes
Rarely
House
2,125
11,487
32
Female
102,663
Divorced
3
Bachelor's
Employed
null
Rural
Premium
2
1
696
8
2023-05-13 15:21:39.134960
Average
No
Rarely
Apartment
28
11,488
63
Female
10,750
Married
0
PhD
Self-Employed
20.850054
Rural
Comprehensive
0
14
null
2
2019-12-18 15:21:39.094752
Poor
No
Monthly
Condo
813
11,489
59
Female
50,928
Married
1
Bachelor's
Employed
null
Rural
Premium
0
1
554
8
2019-11-02 15:21:39.250151
Poor
No
Monthly
Apartment
2,144
11,490
35
Male
26,102
Married
4
Master's
null
null
Suburban
Premium
1
5
null
6
2023-12-27 15:21:39.134960
Good
No
Monthly
Condo
799
11,491
19
Male
null
Divorced
3
Bachelor's
Unemployed
27.716223
Suburban
Basic
3
3
807
4
2022-07-23 15:21:39.279729
Average
No
Rarely
House
3,942
11,492
57
Female
38,128
Married
3
Bachelor's
Self-Employed
27.788871
Urban
Comprehensive
2
10
528
5
2020-07-24 15:21:39.155231
Average
No
Weekly
Apartment
1,390
11,493
46
Female
83,093
Married
4
Bachelor's
Employed
25.938383
Urban
Basic
1
18
379
5
2023-05-10 15:21:39.237118
Average
Yes
Weekly
Apartment
573
11,494
19
Female
6,039
Married
2
Bachelor's
Self-Employed
19.622728
Urban
Premium
2
7
657
3
2024-02-09 15:21:39.244069
Poor
Yes
Weekly
House
582
11,495
24
Male
20,709
Single
4
Bachelor's
null
15.879213
Suburban
Basic
0
15
582
4
2022-08-11 15:21:39.166062
Average
No
Monthly
Apartment
538
11,496
51
Female
82,997
Divorced
3
PhD
Self-Employed
32.776702
Suburban
Comprehensive
0
11
456
9
2023-11-21 15:21:39.147735
Average
Yes
Monthly
Condo
2,431
11,497
33
Male
13,025
Divorced
4
Bachelor's
Employed
40.380162
Suburban
Basic
1
4
718
1
2023-07-29 15:21:39.087123
Poor
Yes
Rarely
House
130
11,498
41
Male
15,761
Married
2
Master's
Unemployed
41.636934
Suburban
Basic
0
16
834
1
2021-03-11 15:21:39.169102
Average
No
Weekly
House
171
11,499
24
Male
20,346
Divorced
3
High School
Self-Employed
7.539685
Rural
Premium
null
13
617
9
2021-10-18 15:21:39.282785
Good
No
Weekly
Apartment
2,172