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
6,500
64
Female
58,838
Married
2
High School
Self-Employed
null
Rural
Basic
null
4
486
4
2024-04-08 15:21:39.270454
Good
Yes
Weekly
House
1,529
6,501
58
Female
17,881
Single
0
High School
Unemployed
44.783262
Rural
Premium
0
3
637
1
2024-08-09 15:21:39.245086
Poor
Yes
Monthly
Condo
1,439
6,502
27
Female
3,546
Divorced
3
PhD
Employed
5.651756
Urban
Comprehensive
null
14
394
9
2023-01-03 15:21:39.209847
Good
No
Weekly
Condo
2,496
6,503
47
Male
123,566
Single
1
High School
Employed
22.839301
Suburban
Comprehensive
1
17
790
5
2019-09-02 15:21:39.277975
Average
Yes
Monthly
Apartment
3,713
6,504
48
Female
14,265
Divorced
1
Master's
Unemployed
38.72617
Suburban
Premium
null
9
526
4
2022-04-21 15:21:39.134960
Average
No
Weekly
Apartment
367
6,505
39
Male
2,654
Single
1
High School
Unemployed
14.495851
Urban
Comprehensive
5
1
491
5
2021-04-09 15:21:39.204790
Average
Yes
Monthly
Apartment
1,164
6,506
30
Male
null
Single
2
High School
null
14.891963
Rural
Premium
null
11
351
5
2022-09-21 15:21:39.223901
Poor
No
Monthly
House
731
6,507
39
Male
11,072
Married
0
PhD
Self-Employed
19.292413
Urban
Comprehensive
0
19
675
3
2020-12-15 15:21:39.155231
Good
No
Monthly
Condo
2,182
6,508
45
Male
3,837
Divorced
1
PhD
Unemployed
37.991776
Urban
Comprehensive
null
6
836
9
2023-04-16 15:21:39.155231
Average
Yes
Rarely
Apartment
271
6,509
37
Male
143,925
Married
0
PhD
Unemployed
18.31552
Urban
Premium
1
15
444
3
2022-09-21 15:21:39.175719
Good
No
Rarely
Apartment
551
6,510
35
Male
15,380
Married
1
Bachelor's
Self-Employed
12.919106
Suburban
Basic
0
8
575
2
2021-11-07 15:21:39.151732
Good
No
Monthly
Condo
1,341
6,511
50
Male
1,589
Divorced
0
Bachelor's
Self-Employed
6.815818
Suburban
Comprehensive
0
8
534
8
2020-02-15 15:21:39.155231
Good
Yes
Daily
House
34
6,512
36
Female
1,007
Married
4
High School
null
11.285037
Urban
Premium
2
6
761
5
2023-07-21 15:21:39.185215
Average
Yes
Weekly
House
616
6,513
36
Female
5,541
Single
null
Master's
Self-Employed
22.874504
Rural
Comprehensive
1
3
540
5
2021-11-07 15:21:39.286113
Average
No
Monthly
Condo
1,303
6,514
54
Female
62,374
Divorced
1
Bachelor's
Self-Employed
35.241189
Suburban
Basic
null
5
403
5
2023-11-21 15:21:39.226954
Average
No
Weekly
Condo
910
6,515
33
Female
31,886
Married
4
PhD
null
17.847788
Rural
Premium
2
17
784
2
2022-09-08 15:21:39.166062
Good
Yes
Rarely
Condo
161
6,516
28
Female
29,190
Single
4
PhD
Unemployed
26.24096
Rural
Basic
null
7
415
1
2020-10-28 15:21:39.220389
Poor
Yes
Daily
Condo
1,356
6,517
44
Female
659
Divorced
3
Bachelor's
Unemployed
29.490515
Rural
Premium
null
15
712
1
2022-04-18 15:21:39.155231
Good
Yes
Weekly
House
1,843
6,518
18
Male
2,072
Divorced
4
Bachelor's
Unemployed
27.717878
Rural
Basic
null
12
490
1
2021-07-30 15:21:39.155231
Average
No
Monthly
Apartment
58
6,519
40
Male
17,663
Married
4
Bachelor's
Unemployed
47.038526
Rural
Premium
null
2
487
6
2022-01-16 15:21:39.237118
Poor
Yes
Weekly
Condo
1,590
6,520
22
Male
45,936
Married
null
Master's
Unemployed
43.18079
Urban
Premium
0
12
522
9
2020-04-24 15:21:39.134960
Poor
Yes
Rarely
Condo
1,105
6,521
44
Male
9,938
Single
3
Bachelor's
null
12.281083
Urban
Premium
null
9
673
6
2020-09-29 15:21:39.109552
null
No
Weekly
Apartment
2,612
6,522
60
Male
38,984
Divorced
3
Master's
null
null
Suburban
Comprehensive
0
4
342
7
2020-08-11 15:21:39.092127
Good
No
Rarely
House
463
6,523
35
Female
5,750
Divorced
2
Master's
Self-Employed
40.122444
Urban
Comprehensive
2
4
590
3
2022-10-26 15:21:39.155231
Good
Yes
Monthly
House
767
6,524
61
Female
1,480
Single
4
Master's
Employed
8.018535
Urban
Premium
2
19
693
9
2023-04-08 15:21:39.155231
Average
No
Daily
Apartment
742
6,525
29
Female
2,735
Married
1
High School
Employed
47.441648
Suburban
Premium
0
7
526
5
2024-04-23 15:21:39.080440
null
Yes
Daily
Apartment
514
6,526
27
Male
17
Single
2
Bachelor's
null
44.698064
Urban
Premium
3
16
494
9
2023-07-30 15:21:39.123711
Good
Yes
Weekly
Condo
535
6,527
32
Male
8,873
Single
4
High School
Self-Employed
19.914351
Urban
Comprehensive
0
5
435
1
2022-09-25 15:21:39.110557
Good
No
Weekly
Apartment
1,121
6,528
37
Female
6,904
null
1
Master's
Self-Employed
7.957534
Rural
Basic
0
1
486
1
2022-05-25 15:21:39.261856
Average
Yes
Daily
House
1,043
6,529
27
Female
67,932
Divorced
null
PhD
Employed
23.381593
Suburban
Premium
1
13
null
5
2022-06-22 15:21:39.218388
Poor
No
Monthly
Apartment
115
6,530
39
Female
27,644
Married
4
Bachelor's
Self-Employed
28.726539
Rural
Comprehensive
2
7
581
4
2023-10-04 15:21:39.222387
Good
No
Rarely
Condo
1,021
6,531
49
Male
94,749
Single
null
Bachelor's
Self-Employed
9.730622
Urban
Basic
null
2
444
9
2020-11-12 15:21:39.194829
Average
No
Monthly
Condo
483
6,532
null
Male
17,342
Divorced
3
Bachelor's
Self-Employed
22.933822
Suburban
Basic
0
17
null
3
2021-01-11 15:21:39.090124
Average
No
Monthly
Condo
478
6,533
28
Female
30,366
Single
0
PhD
Employed
30.65005
Rural
Basic
null
1
632
5
2023-10-15 15:21:39.155231
Average
Yes
Weekly
Condo
486
6,534
38
Female
5,818
Married
3
PhD
null
9.392501
Urban
Comprehensive
null
15
null
8
2023-05-12 15:21:39.155231
Average
No
Rarely
Condo
145
6,535
50
Male
114,952
Single
1
Master's
null
27.595586
Suburban
Comprehensive
null
2
482
3
2019-12-15 15:21:39.280784
Average
No
Weekly
Apartment
3,565
6,536
39
Female
72,677
Married
4
Master's
Unemployed
48.270699
Suburban
Basic
0
17
372
5
2023-11-04 15:21:39.286113
Good
Yes
Rarely
Condo
3,299
6,537
43
Female
13,791
Single
2
Master's
Unemployed
22.474466
Suburban
Premium
0
12
null
6
2021-06-08 15:21:39.134960
Average
Yes
Daily
Apartment
964
6,538
58
Male
16,091
Single
4
High School
Unemployed
23.287433
Suburban
Comprehensive
1
10
null
8
2023-04-17 15:21:39.237118
Poor
No
Rarely
Condo
710
6,539
59
Male
4,866
Single
3
Master's
Self-Employed
14.072703
Suburban
Comprehensive
1
0
400
2
2021-05-14 15:21:39.200452
Good
No
Daily
House
822
6,540
25
Female
60,928
Divorced
3
Master's
Unemployed
25.813934
Suburban
Basic
0
14
719
9
2022-12-06 15:21:39.175719
Good
No
Rarely
Condo
327
6,541
26
Male
16,981
Divorced
4
PhD
Employed
22.865996
Suburban
Comprehensive
null
13
567
9
2021-02-26 15:21:39.086123
Poor
Yes
Monthly
House
1,719
6,542
28
Male
113,436
Married
3
Master's
Unemployed
33.955316
Urban
Basic
1
16
843
2
2020-12-15 15:21:39.108562
Poor
Yes
Daily
Apartment
215
6,543
28
Male
56,590
Divorced
1
Master's
Self-Employed
45.730319
Suburban
Premium
0
14
730
4
2023-08-24 15:21:39.134960
Average
No
Weekly
Condo
372
6,544
25
Male
2,900
Single
0
PhD
Self-Employed
10.160967
Rural
Basic
3
7
525
3
2024-05-18 15:21:39.205850
Good
Yes
Rarely
Apartment
1,471
6,545
46
Female
11,596
Single
2
Master's
Employed
22.428549
Suburban
Premium
null
8
786
7
2020-09-30 15:21:39.237118
Average
No
Daily
Condo
1,497
6,546
36
Female
41,156
Single
2
High School
null
32.672671
Urban
Premium
1
13
null
9
2022-02-13 15:21:39.287115
Average
No
Weekly
Apartment
3,738
6,547
58
Female
28,886
null
4
Bachelor's
Self-Employed
41.658569
Suburban
Premium
0
8
676
1
2024-06-28 15:21:39.134960
Good
Yes
Rarely
Apartment
1,568
6,548
35
Male
117,325
Married
1
Bachelor's
Self-Employed
23.556889
Suburban
Premium
2
2
304
5
2023-12-21 15:21:39.093681
Good
No
Weekly
Condo
358
6,549
52
Female
60,559
Divorced
0
Master's
null
40.928277
Urban
Basic
null
15
534
7
2022-09-15 15:21:39.249100
null
Yes
Rarely
House
2,359
6,550
36
Female
29,026
Divorced
3
Master's
null
18.146827
Rural
Comprehensive
0
14
513
8
2020-11-21 15:21:39.106582
Poor
Yes
Rarely
House
945
6,551
55
Female
null
Single
1
Master's
Self-Employed
39.089219
Rural
Basic
3
6
517
4
2023-09-07 15:21:39.237118
Poor
No
Monthly
Condo
2,175
6,552
38
Female
8,077
Divorced
4
High School
null
28.24423
Rural
Basic
null
2
685
3
2023-11-15 15:21:39.250151
Average
Yes
Daily
Condo
671
6,553
20
Male
20,861
Divorced
1
PhD
null
11.664223
Rural
Comprehensive
1
3
619
9
2024-01-13 15:21:39.176717
Poor
No
Weekly
House
735
6,554
29
Male
45,982
Single
3
High School
Self-Employed
11.132525
Suburban
Basic
1
1
778
4
2024-07-27 15:21:39.184157
Poor
Yes
Rarely
Apartment
1,791
6,555
37
Female
26,625
Single
2
High School
Unemployed
27.929405
Suburban
Comprehensive
null
4
464
3
2021-10-12 15:21:39.172097
Good
No
Rarely
Apartment
618
6,556
23
Female
58,966
Married
1
Bachelor's
null
29.569817
Urban
Basic
1
2
380
5
2022-09-21 15:21:39.155231
Good
Yes
Weekly
House
866
6,557
52
Female
2,978
Single
2
Master's
null
7.858971
Urban
Basic
0
14
544
4
2020-01-23 15:21:39.095696
null
No
Monthly
Apartment
496
6,558
54
Male
8,096
Married
2
Master's
Employed
28.726404
Rural
Basic
0
6
685
2
2020-11-22 15:21:39.237118
Good
Yes
Rarely
Apartment
1,714
6,559
59
Female
23,604
Married
null
High School
Unemployed
24.814575
Rural
Comprehensive
1
8
623
5
2024-07-30 15:21:39.226954
Poor
Yes
Monthly
House
1,541
6,560
51
Female
17,900
Divorced
0
Master's
null
25.737237
Urban
Premium
0
12
683
8
2021-12-16 15:21:39.187211
Good
No
Weekly
Apartment
996
6,561
49
Male
61,857
Divorced
null
Master's
Self-Employed
24.038866
Urban
Premium
0
7
745
7
2022-03-13 15:21:39.081504
Poor
Yes
Monthly
House
269
6,562
24
Male
1,073
Single
2
Master's
null
12.664388
Urban
Comprehensive
1
16
491
1
2021-12-05 15:21:39.226954
Average
No
Rarely
Condo
299
6,563
47
Male
3,644
Single
3
Master's
Self-Employed
22.625967
Suburban
Premium
null
8
null
7
2020-10-19 15:21:39.220389
Poor
Yes
Daily
House
3,345
6,564
18
Male
15,829
Married
3
Master's
null
32.151546
Urban
Basic
null
1
null
7
2023-07-17 15:21:39.223901
Poor
No
Weekly
Apartment
4,538
6,565
46
Male
56,626
Married
3
Master's
Employed
19.759989
Suburban
Comprehensive
2
0
757
8
2022-07-16 15:21:39.092127
null
No
Monthly
Apartment
1,036
6,566
45
Male
null
Married
3
Master's
Employed
51.065041
Urban
Comprehensive
1
10
459
4
2021-05-02 15:21:39.148733
Good
Yes
Weekly
House
1,439
6,567
22
Male
4,845
Married
3
PhD
null
null
Urban
Premium
2
18
755
8
2020-05-27 15:21:39.088124
Good
No
Monthly
Apartment
937
6,568
null
Female
null
Married
2
Bachelor's
null
41.375072
Urban
Comprehensive
3
16
584
3
2023-12-24 15:21:39.110557
Good
No
Monthly
House
249
6,569
43
Male
1,475
Divorced
3
Master's
Unemployed
21.898271
Suburban
Comprehensive
2
9
781
1
2023-12-29 15:21:39.134960
Average
Yes
Monthly
Condo
603
6,570
29
Female
26,579
Single
0
PhD
Employed
null
Rural
Basic
2
12
null
8
2020-08-15 15:21:39.177724
Poor
Yes
Daily
House
714
6,571
28
Male
51,677
Divorced
1
Master's
null
36.937738
Urban
Premium
null
11
351
5
2020-11-02 15:21:39.191219
Good
Yes
Weekly
Apartment
1,448
6,572
24
Male
63,493
Married
2
High School
Self-Employed
30.38851
Suburban
Basic
2
8
372
4
2020-12-30 15:21:39.134960
Poor
No
Monthly
Condo
1,038
6,573
28
Male
5,920
Married
null
High School
null
31.967602
Suburban
Comprehensive
1
11
null
5
2023-07-02 15:21:39.174719
Poor
No
Monthly
Apartment
1,077
6,574
26
Male
51,859
Single
3
Bachelor's
Employed
51.441949
Suburban
Comprehensive
0
1
690
3
2020-11-26 15:21:39.092127
Good
No
Rarely
House
1,133
6,575
45
Female
8,565
Single
4
Master's
Employed
28.724
Rural
Premium
1
6
366
2
2023-02-27 15:21:39.155231
Average
No
Weekly
Condo
481
6,576
24
Male
15,863
Married
0
Bachelor's
Employed
23.63074
Urban
Comprehensive
1
9
328
8
2020-06-07 15:21:39.255696
Average
No
Rarely
House
1,195
6,577
24
Male
22,636
Divorced
2
PhD
null
14.252625
Suburban
Premium
0
10
322
3
2021-11-26 15:21:39.271453
Good
Yes
Monthly
Apartment
763
6,578
35
Male
34,398
Married
4
High School
null
33.001808
Suburban
Comprehensive
2
19
null
2
2020-08-14 15:21:39.181605
Average
No
Daily
House
553
6,579
28
Male
729
Married
4
High School
Unemployed
18.183006
Rural
Comprehensive
1
17
556
5
2020-01-23 15:21:39.264504
Good
No
Rarely
Apartment
2,765
6,580
50
Female
16,554
Married
3
Master's
Employed
30.948207
Urban
Basic
null
6
733
5
2024-02-28 15:21:39.089116
Poor
Yes
Daily
House
553
6,581
39
Female
2,954
Married
2
PhD
null
25.381426
Rural
Basic
3
19
null
2
2020-04-27 15:21:39.279729
Average
Yes
Rarely
Condo
1,871
6,582
48
Female
38,863
Married
2
PhD
Employed
16.53439
Suburban
Basic
0
8
819
1
2022-07-27 15:21:39.168099
Good
Yes
Weekly
Apartment
2,074
6,583
48
Male
40,009
Single
2
High School
null
30.839655
Rural
Basic
1
16
627
4
2023-01-27 15:21:39.105504
Good
No
Daily
House
1,518
6,584
51
Male
120,425
Single
3
Bachelor's
Unemployed
16.051874
Rural
Basic
1
4
334
1
2020-12-31 15:21:39.255696
Average
No
Monthly
House
1,739
6,585
40
Female
null
Divorced
2
Bachelor's
null
38.887788
Urban
Basic
2
13
390
9
2020-08-08 15:21:39.134960
Average
No
Monthly
Condo
147
6,586
26
Female
92,975
Divorced
0
Bachelor's
null
13.267438
Rural
Comprehensive
2
7
517
6
2021-12-16 15:21:39.167099
Average
No
Weekly
House
2,137
6,587
48
Female
38,117
Divorced
2
Master's
null
21.039826
Suburban
Basic
null
13
null
2
2023-08-13 15:21:39.217387
Average
Yes
Rarely
Apartment
2,830
6,588
64
Female
23,755
Single
2
Master's
null
33.289699
Suburban
Premium
1
9
656
6
2022-11-12 15:21:39.207847
Good
Yes
Rarely
House
818
6,589
63
Male
14,094
Single
4
High School
Employed
13.567974
Urban
Basic
null
11
null
2
2024-05-19 15:21:39.237118
Poor
No
Weekly
House
568
6,590
48
Male
136,741
Divorced
0
PhD
Employed
9.674036
Rural
Basic
3
10
384
5
2022-12-25 15:21:39.122134
Good
Yes
Monthly
House
943
6,591
32
Female
135,784
Married
1
High School
null
null
Rural
Basic
0
10
463
9
2021-08-09 15:21:39.134960
Poor
Yes
Weekly
Apartment
813
6,592
19
Female
24,152
Single
4
Bachelor's
Self-Employed
28.726962
Rural
Basic
null
15
370
9
2024-07-15 15:21:39.167099
Poor
Yes
Weekly
Condo
1,395
6,593
19
Female
757
Single
2
High School
Self-Employed
34.693905
Suburban
Basic
2
13
393
3
2023-10-19 15:21:39.155231
Average
Yes
Weekly
Apartment
1,726
6,594
30
Female
94,720
Divorced
3
High School
Unemployed
45.099774
Rural
Comprehensive
null
6
437
1
2021-12-25 15:21:39.132191
Good
Yes
Daily
House
1,326
6,595
62
Male
2,912
Single
0
High School
Self-Employed
43.527013
Urban
Premium
2
3
844
4
2022-10-08 15:21:39.185215
Good
No
Monthly
House
1,363
6,596
25
Female
121,449
Single
0
Master's
Employed
34.069967
Suburban
Basic
2
19
739
5
2024-05-19 15:21:39.099739
null
No
Weekly
House
1,368
6,597
37
Male
20,361
Divorced
0
Master's
Unemployed
24.281814
Rural
Basic
1
0
489
3
2020-09-03 15:21:39.280784
Poor
No
Daily
House
65
6,598
53
Male
63,567
Divorced
1
PhD
Unemployed
16.687419
Rural
Comprehensive
null
9
null
5
2020-12-19 15:21:39.134960
Good
Yes
Monthly
House
62
6,599
27
Male
25,776
Single
0
PhD
Self-Employed
48.051337
Suburban
Basic
0
15
641
2
2023-05-27 15:21:39.283783
Average
Yes
Weekly
Condo
1,472