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
1,185,500
61
Male
33,498
Single
2
Bachelor's
null
24.582544
Rural
Basic
null
19
519
5
2020-01-01 15:21:39.120168
Good
No
Daily
Condo
612
1,185,501
31
Female
912
Married
4
Master's
Employed
18.410023
Urban
Basic
null
1
776
5
2023-02-16 15:21:39.134960
Average
Yes
Daily
House
119
1,185,502
42
Male
12,073
Single
null
High School
null
12.908436
Rural
Premium
0
9
458
3
2020-09-21 15:21:39.221386
Average
Yes
Rarely
Condo
772
1,185,503
19
Male
16,098
Single
0
PhD
null
6.580195
Suburban
Basic
null
14
826
7
2019-10-26 15:21:39.172097
Average
Yes
Rarely
House
549
1,185,504
40
Male
16,215
Married
1
High School
Self-Employed
5.874994
Rural
Comprehensive
null
15
581
1
2021-11-29 15:21:39.289099
Good
No
Daily
House
793
1,185,505
48
Male
1,486
Married
3
Master's
Self-Employed
13.946107
Rural
Basic
3
13
626
2
2023-08-20 15:21:39.185215
Good
No
Daily
Condo
1,694
1,185,506
27
Female
35,725
Single
4
High School
null
25.560412
Urban
Basic
3
0
812
2
2024-07-08 15:21:39.154008
Poor
No
Rarely
Condo
1,157
1,185,507
62
Female
16,891
Divorced
1
Bachelor's
Self-Employed
30.356412
Urban
Basic
1
13
561
7
2022-02-14 15:21:39.134960
Average
No
Rarely
House
961
1,185,508
60
Female
2,645
Divorced
2
Master's
null
30.682179
Suburban
Basic
null
3
478
9
2024-06-09 15:21:39.107553
Average
No
Rarely
Apartment
2,645
1,185,509
26
Female
18,759
Married
1
Bachelor's
Unemployed
45.288468
Urban
Premium
0
5
382
4
2022-06-07 15:21:39.111551
Average
No
Weekly
Apartment
1,804
1,185,510
50
Male
46,973
Divorced
1
Bachelor's
Unemployed
9.01144
Urban
Premium
1
7
318
2
2022-12-13 15:21:39.105504
Good
No
Rarely
Apartment
97
1,185,511
49
Male
19,729
Divorced
1
PhD
null
39.04443
Rural
Basic
1
13
576
6
2021-03-17 15:21:39.092127
Good
Yes
Rarely
House
3,351
1,185,512
33
Male
30,572
Single
1
Bachelor's
Unemployed
37.89711
Rural
Premium
1
16
685
4
2020-11-11 15:21:39.232526
Good
No
Daily
Condo
1,684
1,185,513
52
Female
107,636
Single
0
PhD
Self-Employed
null
Rural
Comprehensive
2
17
328
4
2021-02-01 15:21:39.134960
Good
Yes
Rarely
Condo
663
1,185,514
47
Female
27,460
Divorced
4
High School
Unemployed
16.770178
Rural
Basic
0
8
813
4
2021-04-26 15:21:39.223390
Poor
No
Daily
Apartment
713
1,185,515
27
Male
14,079
Divorced
1
Master's
Unemployed
17.955541
Rural
Comprehensive
null
15
785
2
2020-01-18 15:21:39.086123
Poor
Yes
Weekly
Apartment
812
1,185,516
38
Female
44,763
Divorced
2
Bachelor's
Employed
18.906186
Urban
Premium
1
3
692
4
2021-09-08 15:21:39.217387
Good
No
Daily
Condo
332
1,185,517
58
Male
3,298
Divorced
2
High School
Unemployed
8.649526
Urban
Premium
2
3
405
3
2023-01-29 15:21:39.251142
Poor
Yes
Weekly
House
1,249
1,185,518
28
Male
27,180
Divorced
3
PhD
null
28.457923
Suburban
Comprehensive
null
7
null
4
2020-02-25 15:21:39.237118
Good
No
Weekly
House
165
1,185,519
42
Female
45,984
Divorced
2
Master's
Employed
null
Urban
Basic
0
9
706
2
2022-04-03 15:21:39.134960
null
Yes
Weekly
Apartment
710
1,185,520
24
Female
5,894
Single
1
Bachelor's
Self-Employed
26.715281
Rural
Basic
2
11
729
2
2024-03-17 15:21:39.119168
Poor
Yes
Weekly
Apartment
551
1,185,521
53
Male
49,084
Married
null
Master's
Unemployed
23.648077
Rural
Basic
1
15
420
4
2020-04-23 15:21:39.176717
Average
Yes
Daily
Condo
1,017
1,185,522
27
Female
28,408
Single
4
High School
null
18.173465
Suburban
Comprehensive
2
1
705
4
2022-04-11 15:21:39.204790
Good
Yes
Daily
House
2,345
1,185,523
53
Male
3,770
Divorced
3
Master's
null
11.677066
Suburban
Comprehensive
2
15
null
8
2020-02-12 15:21:39.237118
Poor
No
Monthly
Condo
1,217
1,185,524
50
Female
6,849
Divorced
0
Master's
Employed
24.240735
Suburban
Basic
0
8
637
7
2024-01-07 15:21:39.114118
Poor
No
Daily
House
1,211
1,185,525
38
Female
43,907
Married
1
High School
Employed
42.813146
Suburban
Comprehensive
null
16
598
5
2023-05-10 15:21:39.237118
null
No
Rarely
House
952
1,185,526
35
Female
5,829
Divorced
0
Master's
Self-Employed
33.818265
Suburban
Basic
1
15
441
2
2019-11-08 15:21:39.237118
Poor
Yes
Monthly
House
1,687
1,185,527
54
Female
74,976
Divorced
0
Bachelor's
Unemployed
19.0074
Rural
Comprehensive
null
9
545
5
2023-01-10 15:21:39.222387
Average
Yes
Daily
Apartment
48
1,185,528
41
Female
597
Married
4
PhD
Employed
33.643476
Urban
Comprehensive
null
2
507
6
2021-05-06 15:21:39.124659
Average
Yes
Monthly
Apartment
1,483
1,185,529
19
Female
427
Divorced
2
High School
Employed
21.808055
Rural
Basic
null
17
729
7
2021-07-03 15:21:39.236064
Good
No
Daily
Apartment
442
1,185,530
45
Female
62,294
null
2
High School
Self-Employed
50.845786
Urban
Basic
1
1
324
3
2020-12-25 15:21:39.222387
Poor
Yes
Monthly
House
264
1,185,531
26
Male
734
Divorced
3
Bachelor's
Unemployed
32.993978
Suburban
Premium
1
13
796
2
2024-05-25 15:21:39.107553
Good
Yes
Weekly
Condo
2,406
1,185,532
32
Male
28,992
Divorced
3
Bachelor's
null
36.794055
Rural
Premium
null
12
810
2
2022-07-05 15:21:39.134960
Good
No
Monthly
Condo
1,310
1,185,533
61
Male
6,096
Married
3
High School
Unemployed
47.077111
Rural
Basic
1
15
454
2
2021-04-26 15:21:39.171102
Average
Yes
Daily
Condo
573
1,185,534
24
Female
3,399
Divorced
4
Bachelor's
Employed
null
Urban
Basic
1
9
671
4
2024-08-15 15:21:39.155231
Poor
No
Rarely
Apartment
956
1,185,535
21
Female
null
Single
3
High School
Self-Employed
17.847695
Rural
Basic
1
10
653
8
2020-03-05 15:21:39.093681
Good
Yes
Monthly
House
392
1,185,536
62
Male
25,387
Single
4
High School
Self-Employed
14.933647
Rural
Comprehensive
0
8
null
2
2020-02-19 15:21:39.134960
Average
Yes
Rarely
House
776
1,185,537
48
Male
24,986
Single
4
Master's
null
20.024858
Urban
Comprehensive
1
3
690
6
2021-05-11 15:21:39.222387
Poor
No
Daily
Condo
1,133
1,185,538
47
Male
43,882
Divorced
2
Master's
null
50.879118
Rural
Basic
2
0
758
5
2021-11-14 15:21:39.092127
Good
No
Weekly
Condo
1,326
1,185,539
42
Female
8,082
Divorced
null
High School
null
25.064462
Suburban
Basic
1
18
582
1
2023-12-17 15:21:39.155231
Average
No
Daily
House
812
1,185,540
27
Male
2,741
Divorced
2
Master's
null
37.834192
Rural
Premium
1
2
704
6
2024-06-26 15:21:39.288099
Average
Yes
Rarely
Condo
25
1,185,541
47
Female
1,929
Divorced
3
Bachelor's
null
21.178411
Urban
Basic
1
11
430
7
2023-03-17 15:21:39.272456
Good
Yes
Rarely
Apartment
1,782
1,185,542
18
Male
16,461
Married
1
Master's
Self-Employed
6.483356
Rural
Premium
0
19
835
4
2019-12-15 15:21:39.134960
Poor
No
Weekly
Condo
1,087
1,185,543
47
Male
80,626
Divorced
1
Bachelor's
Employed
26.933361
Rural
Premium
2
1
728
7
2020-04-06 15:21:39.235012
Good
No
Monthly
Condo
2,789
1,185,544
33
Female
53,847
Single
1
Master's
Self-Employed
23.797554
Urban
Comprehensive
1
10
453
9
2021-08-27 15:21:39.088124
Average
Yes
Daily
Condo
259
1,185,545
38
Female
85,553
Single
4
PhD
null
16.73937
Suburban
Premium
1
6
440
9
2019-08-23 15:21:39.085129
Average
Yes
Weekly
House
872
1,185,546
20
Female
24,862
Divorced
2
High School
Employed
null
Rural
Basic
1
16
437
1
2021-10-12 15:21:39.148733
Good
Yes
Daily
Condo
634
1,185,547
19
Female
14,092
Single
3
PhD
null
8.186626
Urban
Basic
1
14
null
1
2021-10-24 15:21:39.134960
Poor
No
Monthly
Condo
1,466
1,185,548
41
Male
733
Divorced
2
Master's
null
null
Suburban
Basic
2
12
809
2
2023-08-22 15:21:39.134960
Average
No
Weekly
Apartment
1,434
1,185,549
59
Female
31,467
null
4
PhD
Unemployed
6.013322
Urban
Basic
1
6
423
8
2019-09-19 15:21:39.190215
Average
Yes
Weekly
Apartment
1,041
1,185,550
38
Male
null
Single
1
Master's
Self-Employed
23.839887
Suburban
Comprehensive
0
8
657
8
2021-12-01 15:21:39.237118
Poor
Yes
Rarely
House
49
1,185,551
20
Male
18,952
Single
0
Bachelor's
Unemployed
8.595921
Urban
Basic
1
9
522
5
2022-07-20 15:21:39.171102
Poor
Yes
Weekly
House
1,195
1,185,552
51
Female
10,301
Divorced
0
Master's
null
20.127951
Rural
Comprehensive
2
16
597
3
2020-12-21 15:21:39.181605
null
Yes
Weekly
Apartment
59
1,185,553
40
Male
32,661
Married
4
PhD
null
17.297082
Suburban
Premium
1
0
631
9
2024-01-13 15:21:39.096739
Poor
Yes
Daily
House
541
1,185,554
36
Male
39,766
Married
4
Bachelor's
Self-Employed
47.56961
Urban
Basic
2
1
522
5
2022-07-10 15:21:39.237118
Average
No
Weekly
Apartment
3,191
1,185,555
41
Male
15,881
Married
4
Master's
Unemployed
26.1654
Rural
Comprehensive
null
19
580
4
2019-11-13 15:21:39.190215
Average
Yes
Daily
Apartment
809
1,185,556
33
Female
11,983
Married
3
High School
null
25.444567
Suburban
Comprehensive
null
13
485
2
2023-06-21 15:21:39.122134
Good
Yes
Rarely
House
882
1,185,557
31
Female
72,357
Single
4
Master's
Unemployed
25.739874
Urban
Basic
null
17
669
8
2021-03-22 15:21:39.155231
Poor
Yes
Rarely
House
327
1,185,558
47
Female
30,963
Divorced
2
PhD
Self-Employed
23.944776
Rural
Comprehensive
2
8
null
4
2020-03-09 15:21:39.155231
Average
Yes
Monthly
Apartment
619
1,185,559
60
Male
81,254
Single
0
High School
null
4.967353
Suburban
Basic
3
10
495
8
2024-05-25 15:21:39.155231
Good
Yes
Rarely
Condo
459
1,185,560
45
Female
10,091
Married
null
Master's
Unemployed
20.053414
Suburban
Premium
4
18
388
9
2022-12-19 15:21:39.134960
Poor
No
Weekly
Condo
3,171
1,185,561
60
Male
713
Divorced
1
PhD
Employed
32.981281
Suburban
Comprehensive
2
18
513
9
2021-09-11 15:21:39.147735
Good
No
Rarely
Condo
277
1,185,562
26
Female
27,311
Divorced
null
Master's
Unemployed
null
Urban
Comprehensive
null
14
761
8
2024-01-14 15:21:39.132191
Poor
No
Monthly
Condo
1,613
1,185,563
28
Female
39,803
Single
0
PhD
Self-Employed
48.526345
Suburban
Premium
0
7
590
8
2022-02-12 15:21:39.261856
Average
No
Daily
Condo
1,453
1,185,564
39
Male
null
Divorced
1
PhD
Unemployed
19.865998
Rural
Comprehensive
2
4
627
8
2019-09-03 15:21:39.235012
Average
No
Monthly
Apartment
24
1,185,565
20
Female
27,481
Divorced
4
Bachelor's
null
44.736831
Urban
Basic
0
7
444
6
2021-01-14 15:21:39.196387
Poor
No
Weekly
Condo
2,746
1,185,566
35
Female
36,193
Divorced
0
PhD
Employed
9.895129
Rural
Premium
0
15
745
5
2022-12-28 15:21:39.191219
Good
No
Weekly
Apartment
259
1,185,567
28
Female
29,408
Married
null
Bachelor's
null
30.492784
Urban
Comprehensive
0
12
671
3
2021-10-14 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,368
1,185,568
52
Female
23,584
Single
0
Bachelor's
null
27.047859
Rural
Basic
1
19
813
5
2023-09-14 15:21:39.250151
Average
Yes
Monthly
Condo
832
1,185,569
51
Male
73,393
Single
2
Bachelor's
Employed
null
Urban
Comprehensive
0
19
506
5
2021-04-21 15:21:39.274993
Good
Yes
Monthly
Condo
2,155
1,185,570
61
Female
26,526
Single
3
Master's
Unemployed
34.814579
Suburban
Premium
0
12
764
3
2021-02-11 15:21:39.130190
Average
No
Monthly
Condo
659
1,185,571
33
Male
29,173
Divorced
2
Master's
Employed
23.945938
Suburban
Basic
2
18
556
4
2021-02-16 15:21:39.143708
Good
Yes
Monthly
Condo
930
1,185,572
38
Male
45,287
Married
2
High School
null
34.73561
Urban
Comprehensive
null
7
796
5
2021-03-22 15:21:39.218388
Average
No
Weekly
House
1,737
1,185,573
23
Male
1,296
Divorced
4
High School
Unemployed
49.395221
Suburban
Premium
1
3
511
2
2022-08-05 15:21:39.123711
null
No
Monthly
Apartment
663
1,185,574
64
Male
7,053
Single
4
Bachelor's
Self-Employed
20.85967
Suburban
Basic
1
10
659
9
2020-04-18 15:21:39.155231
Good
No
Weekly
Apartment
805
1,185,575
50
Female
14,071
Divorced
2
Master's
Self-Employed
42.677963
Rural
Basic
1
17
573
4
2021-04-11 15:21:39.276901
Good
No
Monthly
House
1,506
1,185,576
60
Male
5,943
Married
1
Bachelor's
null
20.140888
Suburban
Comprehensive
null
2
787
1
2023-02-03 15:21:39.220389
Poor
Yes
Weekly
House
483
1,185,577
48
Female
38,982
Married
1
Bachelor's
Unemployed
25.993945
Urban
Basic
2
8
null
7
2019-12-29 15:21:39.168099
Good
Yes
Monthly
Apartment
1,601
1,185,578
50
Male
17,132
Single
1
PhD
Unemployed
43.258893
Urban
Premium
1
8
678
8
2024-04-21 15:21:39.155231
Poor
Yes
Daily
House
1,591
1,185,579
50
Male
null
Single
0
PhD
Unemployed
44.13361
Suburban
Basic
0
5
null
4
2020-08-30 15:21:39.179186
Average
Yes
Weekly
Condo
83
1,185,580
45
Female
24,486
Married
3
PhD
Self-Employed
17.587637
Urban
Comprehensive
null
15
409
2
2023-11-07 15:21:39.256696
Good
No
Weekly
Apartment
536
1,185,581
28
Male
5,091
Divorced
3
Bachelor's
null
32.898933
Rural
Comprehensive
1
10
515
9
2022-10-13 15:21:39.179186
Good
No
Weekly
Condo
1,841
1,185,582
40
Male
2,399
Married
0
Bachelor's
Employed
19.792211
Urban
Premium
null
17
506
3
2023-06-16 15:21:39.280784
Good
Yes
Rarely
House
549
1,185,583
37
Male
24,745
Married
4
Bachelor's
Employed
31.885076
Rural
Premium
null
10
730
9
2023-10-24 15:21:39.096739
Good
Yes
Daily
Condo
532
1,185,584
50
Female
923
null
0
PhD
null
37.868454
Suburban
Premium
0
0
712
6
2020-03-15 15:21:39.155231
Good
No
Monthly
House
2,224
1,185,585
43
Female
17,305
Single
3
Bachelor's
Employed
10.641291
Suburban
Basic
2
13
662
7
2021-12-20 15:21:39.270454
Good
Yes
Monthly
Condo
1,207
1,185,586
56
Female
50,952
Divorced
4
Bachelor's
Self-Employed
31.334057
Suburban
Comprehensive
1
10
432
4
2019-11-08 15:21:39.134960
Poor
No
Daily
Condo
543
1,185,587
35
Male
71,546
Single
1
High School
Employed
30.923997
Suburban
Comprehensive
1
8
399
4
2021-09-28 15:21:39.272456
Average
No
Monthly
Apartment
955
1,185,588
37
Female
31,079
Divorced
3
High School
Employed
22.979494
Rural
Premium
1
18
731
8
2020-07-16 15:21:39.168099
Poor
Yes
Weekly
Condo
1,293
1,185,589
29
Female
51,024
Married
2
Bachelor's
Employed
12.627831
Urban
Basic
0
4
727
5
2024-03-02 15:21:39.132191
Good
No
Rarely
Apartment
123
1,185,590
46
Female
4,834
Married
4
Master's
Employed
null
Urban
Comprehensive
null
15
762
7
2020-08-03 15:21:39.170099
Poor
No
Rarely
Condo
574
1,185,591
36
Male
39,589
Single
0
High School
Unemployed
15.286027
Urban
Basic
2
10
638
2
2023-04-21 15:21:39.080440
Average
Yes
Rarely
Apartment
963
1,185,592
48
Female
13,894
Married
1
PhD
Unemployed
20.826189
Suburban
Basic
2
12
636
7
2024-06-10 15:21:39.245086
Good
Yes
Daily
Apartment
566
1,185,593
26
Male
17,177
Married
1
Master's
Employed
19.88809
Suburban
Basic
2
16
469
7
2020-07-24 15:21:39.186212
Good
No
Weekly
Apartment
724
1,185,594
null
Male
43,067
Married
4
PhD
Employed
40.520119
Urban
Comprehensive
null
13
430
8
2023-11-28 15:21:39.255696
Good
Yes
Monthly
Condo
465
1,185,595
53
Female
69,629
Married
1
PhD
Self-Employed
null
Urban
Premium
4
2
null
6
2020-05-08 15:21:39.205850
Good
No
Weekly
Condo
807
1,185,596
52
Male
10,100
Divorced
3
Bachelor's
Employed
20.053599
Urban
Comprehensive
0
4
null
1
2021-03-08 15:21:39.251142
Average
Yes
Rarely
Condo
494
1,185,597
63
Female
5,096
Divorced
2
PhD
null
21.773541
Urban
Premium
2
19
613
5
2023-11-15 15:21:39.155231
Good
No
Monthly
House
537
1,185,598
53
Male
29,778
Divorced
0
High School
Unemployed
19.816796
Urban
Premium
null
5
548
8
2022-08-11 15:21:39.134960
Good
Yes
Rarely
Condo
1,052
1,185,599
47
Female
20,346
Single
4
High School
Unemployed
42.868706
Suburban
Premium
0
12
794
4
2019-09-23 15:21:39.265513
Average
No
Weekly
Condo
1,183