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
8,500
21
Male
64,333
Single
3
High School
Unemployed
20.414041
Rural
Premium
1
2
669
8
2024-02-11 15:21:39.170099
Average
No
Rarely
Condo
64
8,501
29
Male
37,345
Single
0
Master's
Employed
24.922794
Suburban
Basic
0
2
639
4
2023-05-05 15:21:39.237118
Good
No
Rarely
Apartment
642
8,502
41
Female
39,651
Married
0
High School
null
15.576036
Rural
Comprehensive
0
14
349
5
2023-08-16 15:21:39.237118
Average
No
Rarely
House
1,146
8,503
51
Male
52,469
Single
1
Bachelor's
Unemployed
33.719093
Urban
Comprehensive
null
8
327
4
2021-11-24 15:21:39.237118
Poor
No
Monthly
Condo
1,864
8,504
23
Female
7,219
Divorced
0
Bachelor's
Unemployed
6.093531
Urban
Basic
null
16
833
4
2024-04-28 15:21:39.154008
Good
Yes
Rarely
Condo
725
8,505
20
Male
10,039
Divorced
1
Master's
null
null
Urban
Basic
0
7
587
4
2021-11-16 15:21:39.126661
Good
Yes
Rarely
Apartment
731
8,506
30
Male
17,294
Married
4
Bachelor's
Employed
17.412775
Urban
Comprehensive
1
3
804
9
2024-05-10 15:21:39.155231
Good
Yes
Rarely
House
1,516
8,507
25
Male
85,955
Divorced
0
High School
null
30.834659
Urban
Basic
1
13
578
5
2023-03-23 15:21:39.146733
Good
Yes
Daily
Apartment
363
8,508
19
Male
6,530
Single
1
PhD
null
32.244525
Suburban
Basic
0
13
736
2
2021-01-24 15:21:39.155231
Good
Yes
Monthly
Apartment
678
8,509
42
Female
28,759
Married
0
Master's
Self-Employed
37.63365
Urban
Comprehensive
2
19
584
1
2020-06-12 15:21:39.134960
Average
No
Daily
Condo
2,760
8,510
18
Female
56,636
Single
3
High School
Self-Employed
33.472682
Urban
Basic
0
9
731
3
2019-08-29 15:21:39.169102
Poor
Yes
Rarely
Condo
2,859
8,511
63
Female
10,179
Divorced
4
Bachelor's
Employed
9.814193
Suburban
Basic
null
16
null
4
2023-05-12 15:21:39.134960
Average
No
Monthly
House
774
8,512
64
Male
82,293
Single
null
Bachelor's
Unemployed
36.099064
Urban
Comprehensive
1
1
475
1
2021-12-22 15:21:39.244069
Good
Yes
Rarely
House
2,268
8,513
61
Male
143,831
Married
null
Master's
null
19.827208
Rural
Comprehensive
1
10
711
9
2021-06-05 15:21:39.154008
null
No
Weekly
Condo
33
8,514
60
Male
3,386
Single
4
Bachelor's
Self-Employed
32.397637
Urban
Comprehensive
null
10
830
8
2024-07-30 15:21:39.173834
null
Yes
Weekly
Condo
4,567
8,515
59
Female
44,938
Married
3
High School
Unemployed
10.827052
Rural
Comprehensive
1
12
427
9
2020-04-23 15:21:39.190215
Poor
No
Daily
Condo
555
8,516
33
Female
23,250
Divorced
0
Master's
null
6.71956
Suburban
Comprehensive
0
19
594
4
2022-04-24 15:21:39.092127
Good
Yes
Monthly
Condo
644
8,517
32
Female
27,499
Married
3
High School
Self-Employed
9.876126
Rural
Premium
0
19
622
8
2021-12-01 15:21:39.187211
Average
No
Rarely
Condo
1,630
8,518
30
Female
28,886
Married
3
PhD
Employed
41.145091
Urban
Basic
0
3
663
2
2020-04-13 15:21:39.097737
Good
Yes
Rarely
Condo
1,156
8,519
51
Male
27,442
Divorced
0
Bachelor's
null
28.799729
Rural
Premium
1
15
782
5
2023-09-16 15:21:39.219432
Good
No
Daily
Apartment
4,894
8,520
30
Female
8,991
Single
4
PhD
null
17.072711
Suburban
Premium
0
13
818
7
2020-05-11 15:21:39.269494
Good
No
Rarely
Condo
694
8,521
43
Male
5,907
Married
null
Master's
Employed
21.91811
Urban
Premium
null
3
677
2
2022-02-12 15:21:39.155231
Poor
Yes
Daily
House
626
8,522
63
Female
16,862
Divorced
3
PhD
Self-Employed
30.988679
Suburban
Basic
1
17
584
7
2024-01-14 15:21:39.204790
Average
No
Monthly
Apartment
1,230
8,523
44
Female
5,829
Married
4
Master's
null
5.146928
Suburban
Premium
0
15
326
9
2021-05-30 15:21:39.108562
Good
No
Daily
Condo
563
8,524
63
Female
114,127
Single
0
High School
Employed
27.847472
Suburban
Comprehensive
2
13
null
7
2022-05-13 15:21:39.091080
Poor
No
Monthly
Condo
294
8,525
61
Female
3,098
Married
2
PhD
Unemployed
30.543111
Rural
Premium
0
0
507
3
2024-07-19 15:21:39.134960
Poor
Yes
Daily
House
654
8,526
49
Female
71,866
Divorced
1
Bachelor's
null
27.098366
Suburban
Premium
2
7
789
4
2023-07-07 15:21:39.219432
Average
No
Rarely
House
2,760
8,527
42
Male
3,100
Married
4
Bachelor's
Self-Employed
20.740616
Suburban
Premium
null
15
744
4
2020-10-24 15:21:39.219432
Poor
Yes
Monthly
Condo
2,661
8,528
22
Female
938
Married
0
High School
Self-Employed
25.881435
Rural
Comprehensive
2
12
725
9
2019-11-16 15:21:39.155231
Average
No
Rarely
House
639
8,529
48
Female
44,181
Single
1
Master's
Employed
30.879178
Suburban
Basic
0
2
791
7
2021-12-14 15:21:39.134960
Good
No
Daily
Apartment
577
8,530
18
Male
393
Divorced
4
Bachelor's
Employed
20.037942
Rural
Basic
null
11
757
3
2022-02-15 15:21:39.174719
Good
Yes
Rarely
House
784
8,531
61
Male
1,797
Divorced
1
Master's
Unemployed
14.240745
Urban
Comprehensive
null
18
337
9
2020-09-03 15:21:39.205850
Good
Yes
Rarely
Condo
1,313
8,532
55
Female
3,392
Single
4
High School
Unemployed
18.711543
Suburban
Comprehensive
0
7
567
7
2024-01-16 15:21:39.197445
Good
No
Weekly
Condo
35
8,533
50
Female
11,563
Married
3
Master's
null
32.936379
Urban
Basic
1
12
617
5
2023-04-08 15:21:39.171102
Poor
No
Rarely
House
746
8,534
24
Male
103,476
Divorced
3
Bachelor's
null
24.774859
Suburban
Basic
2
2
581
7
2021-11-11 15:21:39.192212
Average
Yes
Daily
House
260
8,535
33
Male
27,881
Married
3
High School
Unemployed
19.298626
Suburban
Comprehensive
0
13
439
8
2023-10-23 15:21:39.209847
Poor
Yes
Monthly
House
1,237
8,536
28
Female
3,045
Married
0
Bachelor's
Self-Employed
null
Rural
Comprehensive
0
17
null
9
2020-10-25 15:21:39.164044
Poor
Yes
Rarely
Condo
803
8,537
18
Female
56,749
Divorced
0
High School
null
24.84814
Rural
Basic
null
5
488
4
2022-08-05 15:21:39.132191
Good
No
Rarely
Condo
413
8,538
28
Female
47,832
Single
1
High School
null
40.577075
Urban
Basic
null
15
415
6
2021-10-15 15:21:39.134960
Average
No
Monthly
Condo
2,155
8,539
34
Male
19,559
Divorced
3
PhD
null
27.838301
Rural
Comprehensive
3
13
699
7
2020-02-23 15:21:39.131192
Poor
Yes
Weekly
Condo
161
8,540
23
Male
61,591
Married
4
Bachelor's
null
25.207433
Urban
Premium
null
2
402
9
2022-02-19 15:21:39.155231
Average
Yes
Monthly
Apartment
812
8,541
27
Female
23,998
Divorced
4
Master's
Employed
23.415446
Urban
Basic
null
17
660
7
2020-10-19 15:21:39.102694
Average
Yes
Rarely
House
1,208
8,542
25
Male
29,054
Married
1
Bachelor's
Unemployed
10.735995
Urban
Comprehensive
null
8
534
9
2023-01-06 15:21:39.287115
Poor
No
Monthly
Apartment
717
8,543
39
Male
18,288
Married
0
Bachelor's
Self-Employed
29.126513
Rural
Premium
2
11
399
1
2022-05-15 15:21:39.155231
Good
No
Daily
Condo
1,138
8,544
20
Male
100,928
Divorced
0
Bachelor's
Unemployed
34.420086
Urban
Basic
0
1
405
3
2021-07-30 15:21:39.134960
Good
Yes
Monthly
House
661
8,545
36
Male
4,788
Single
0
High School
Unemployed
3.275574
Urban
Comprehensive
null
19
null
3
2022-03-04 15:21:39.237118
Good
No
Daily
Apartment
25
8,546
52
Male
3,547
Married
4
Master's
Unemployed
37.443607
Urban
Comprehensive
null
17
772
3
2022-11-30 15:21:39.080440
Good
No
Weekly
House
39
8,547
59
Female
24,862
Married
3
Master's
null
38.01133
Rural
Premium
null
8
784
1
2023-03-06 15:21:39.223901
Good
Yes
Monthly
Condo
573
8,548
29
Female
21,789
Married
0
Master's
Self-Employed
15.83599
Rural
Comprehensive
1
8
493
5
2024-07-11 15:21:39.200452
null
Yes
Monthly
House
871
8,549
19
Female
16,076
Divorced
1
High School
Employed
12.009976
Rural
Premium
0
15
814
5
2022-11-06 15:21:39.281787
Poor
Yes
Daily
Apartment
3,233
8,550
26
Female
4,988
Divorced
1
Master's
Self-Employed
33.595934
Urban
Basic
2
15
784
4
2020-12-19 15:21:39.237118
Poor
Yes
Monthly
House
1,869
8,551
33
Female
125,878
Divorced
1
High School
Self-Employed
46.394768
Rural
Comprehensive
null
18
498
2
2024-07-14 15:21:39.222387
Poor
Yes
Rarely
House
3,601
8,552
52
Female
58,195
Married
null
High School
Self-Employed
6.084368
Urban
Comprehensive
3
2
null
9
2020-04-28 15:21:39.178918
Poor
No
Monthly
Apartment
295
8,553
24
Male
61,807
Married
0
Master's
Self-Employed
9.47488
Urban
Basic
2
5
794
7
2023-06-24 15:21:39.254678
Poor
Yes
Rarely
Condo
24
8,554
40
Male
38,139
Married
2
PhD
Unemployed
15.719929
Urban
Basic
1
0
622
9
2022-02-22 15:21:39.092127
Average
Yes
Rarely
Condo
1,368
8,555
32
Female
131,517
Married
0
PhD
Unemployed
42.896809
Suburban
Premium
null
1
427
6
2024-07-03 15:21:39.091080
Good
Yes
Weekly
Condo
1,121
8,556
49
Male
7,042
Divorced
0
PhD
Employed
32.838587
Urban
Comprehensive
1
2
697
3
2021-08-29 15:21:39.134960
Poor
Yes
Monthly
Apartment
641
8,557
57
Male
26,395
Married
3
High School
Unemployed
12.770029
Suburban
Premium
0
19
null
4
2023-01-02 15:21:39.181605
Poor
No
Monthly
Apartment
1,302
8,558
37
Male
91,457
Divorced
4
Bachelor's
Employed
13.274559
Rural
Comprehensive
1
18
434
7
2021-08-02 15:21:39.146733
Poor
No
Weekly
Apartment
1,520
8,559
58
Male
33,437
Married
2
High School
Employed
24.083634
Rural
Comprehensive
0
16
624
4
2021-03-03 15:21:39.148733
Good
Yes
Daily
Condo
2,240
8,560
41
Male
44,348
Married
0
High School
null
24.072689
Urban
Basic
null
18
null
3
2021-12-29 15:21:39.282785
Average
No
Daily
House
537
8,561
24
Female
25,265
Single
2
PhD
Self-Employed
36.507953
Rural
Comprehensive
2
1
null
2
2024-03-03 15:21:39.108562
Poor
No
Weekly
Condo
562
8,562
23
Male
8,993
Married
null
Master's
Employed
11.255851
Urban
Comprehensive
1
15
735
6
2020-01-01 15:21:39.246098
Poor
Yes
Daily
Condo
1,737
8,563
28
Male
3,967
Divorced
3
Master's
Employed
25.711127
Suburban
Premium
1
0
459
2
2022-02-04 15:21:39.092127
Good
No
Monthly
House
3,145
8,564
53
Female
64,222
Married
1
High School
Self-Employed
19.89517
Suburban
Comprehensive
null
15
456
3
2021-12-20 15:21:39.088124
Good
Yes
Monthly
House
1,649
8,565
52
Female
10,892
Married
3
Master's
Employed
16.477911
Suburban
Basic
2
8
575
2
2022-08-06 15:21:39.091080
Average
Yes
Monthly
House
1,583
8,566
22
Female
29,910
Divorced
3
High School
null
36.816267
Urban
Basic
1
8
514
4
2021-09-11 15:21:39.276901
Average
Yes
Monthly
Condo
977
8,567
51
Female
69,058
Married
null
Master's
Self-Employed
null
Urban
Comprehensive
2
11
695
8
2020-05-03 15:21:39.093681
Good
Yes
Rarely
House
2,144
8,568
29
Female
2,079
Divorced
4
High School
Unemployed
27.160541
Urban
Comprehensive
2
2
695
7
2021-02-24 15:21:39.173834
Average
Yes
Rarely
Apartment
1,516
8,569
43
Female
447
Single
2
PhD
Self-Employed
24.965768
Rural
Basic
1
9
676
2
2020-04-24 15:21:39.231531
Average
Yes
Rarely
House
23
8,570
43
Female
3,240
Married
1
PhD
Unemployed
15.809938
Suburban
Comprehensive
2
0
607
1
2021-08-01 15:21:39.230483
Average
Yes
Monthly
Condo
719
8,571
38
Female
24,594
Married
1
PhD
Self-Employed
42.814306
Urban
Premium
0
15
602
3
2022-02-12 15:21:39.145732
Average
No
Rarely
Condo
55
8,572
30
Male
26,950
Single
3
Bachelor's
Employed
41.928901
Urban
Premium
null
3
null
7
2021-04-22 15:21:39.134960
Good
Yes
Monthly
Condo
20
8,573
37
Male
43,664
Divorced
1
PhD
null
13.933294
Suburban
Premium
1
18
380
8
2021-04-14 15:21:39.237118
Poor
No
Rarely
House
813
8,574
47
Male
35,240
Married
2
High School
Employed
18.417511
Suburban
Premium
2
11
492
7
2024-02-29 15:21:39.091080
null
No
Rarely
Condo
901
8,575
52
Male
44,849
Married
null
PhD
Unemployed
31.928277
Suburban
Premium
null
15
589
4
2022-09-29 15:21:39.172097
Average
Yes
Monthly
Condo
925
8,576
38
Male
31,181
Divorced
3
Master's
Unemployed
30.267561
Rural
Comprehensive
null
12
561
7
2023-03-14 15:21:39.155231
Good
No
Rarely
Apartment
702
8,577
49
Male
12,056
Single
1
Bachelor's
null
10.928288
Suburban
Premium
1
17
826
1
2022-11-24 15:21:39.209847
Poor
No
Rarely
Apartment
519
8,578
49
Female
7,069
Married
2
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
2
821
5
2021-05-06 15:21:39.146733
Poor
No
Monthly
Apartment
886
8,579
24
Female
45,815
Married
1
PhD
Employed
27.936362
Urban
Premium
2
5
327
1
2024-02-22 15:21:39.202448
Average
No
Weekly
House
605
8,580
57
Male
15,696
Single
3
Bachelor's
Employed
null
Suburban
Comprehensive
3
1
516
3
2023-05-08 15:21:39.289099
Good
No
Daily
Apartment
1,048
8,581
44
Female
18,791
Single
4
Bachelor's
Unemployed
31.077698
Urban
Premium
3
1
684
2
2021-11-13 15:21:39.107553
Average
Yes
Weekly
Apartment
1,881
8,582
54
Male
20,705
Married
3
Bachelor's
Self-Employed
10.534737
Urban
Basic
1
10
null
2
2022-12-19 15:21:39.274993
Poor
No
Rarely
Condo
773
8,583
59
Male
7,087
Divorced
1
PhD
Employed
30.695569
Urban
Basic
0
11
647
9
2024-06-09 15:21:39.187211
Good
Yes
Rarely
Apartment
27
8,584
47
Male
2,814
Divorced
2
Bachelor's
null
28.684505
Suburban
Premium
2
11
848
7
2023-10-01 15:21:39.172097
Good
Yes
Daily
Apartment
241
8,585
57
Female
null
Married
0
PhD
Employed
18.382251
Urban
Comprehensive
0
7
335
5
2020-11-17 15:21:39.261856
Average
Yes
Weekly
Apartment
564
8,586
28
Male
25,806
Married
4
Bachelor's
Employed
28.965911
Suburban
Basic
null
14
381
9
2024-03-05 15:21:39.095696
Good
Yes
Monthly
House
510
8,587
19
Female
3,246
Divorced
4
High School
Self-Employed
14.696345
Urban
Comprehensive
null
8
601
9
2023-05-22 15:21:39.247098
Good
No
Daily
House
3,246
8,588
19
Male
28,982
Divorced
3
Master's
Self-Employed
20.098285
Rural
Premium
null
8
723
2
2022-04-15 15:21:39.155231
Good
Yes
Rarely
House
619
8,589
50
Female
4,957
Married
0
PhD
null
40.097011
Suburban
Basic
0
11
526
5
2021-02-02 15:21:39.134960
Good
No
Monthly
Condo
2,458
8,590
44
Male
26,761
Married
3
Bachelor's
Employed
45.17884
Suburban
Basic
0
5
null
5
2021-01-20 15:21:39.151732
Average
No
Monthly
Apartment
661
8,591
37
Female
45,976
Single
2
Master's
null
15.634388
Urban
Comprehensive
1
15
null
5
2023-09-27 15:21:39.166062
Poor
No
Daily
House
992
8,592
56
Female
142,091
Married
2
Bachelor's
null
25.774511
Rural
Premium
1
5
310
2
2020-12-13 15:21:39.211806
Good
No
Monthly
House
714
8,593
64
Male
7,035
Single
2
PhD
Self-Employed
33.382015
Urban
Premium
null
8
744
8
2023-09-23 15:21:39.105504
Poor
Yes
Daily
Apartment
827
8,594
57
Male
18,192
Divorced
null
High School
Employed
13.636634
Suburban
Basic
2
19
454
9
2023-10-04 15:21:39.149731
Good
No
Rarely
Condo
431
8,595
57
Female
135,710
Divorced
0
Master's
Self-Employed
33.155892
Rural
Premium
0
15
362
9
2021-11-30 15:21:39.276901
Average
Yes
Rarely
Apartment
943
8,596
24
Female
1,574
Married
2
PhD
Employed
19.262904
Suburban
Basic
null
5
349
6
2021-10-05 15:21:39.219432
Poor
No
Rarely
Apartment
1,178
8,597
21
Male
545
Married
0
Master's
null
null
Rural
Premium
null
5
757
8
2020-09-09 15:21:39.237118
Poor
No
Rarely
Condo
729
8,598
19
Male
17,878
Married
0
High School
null
16.428416
Urban
Premium
1
15
658
4
2021-08-23 15:21:39.237118
Average
Yes
Daily
Condo
1,688
8,599
34
Male
9,504
Divorced
1
Bachelor's
Self-Employed
14.092479
Rural
Basic
2
7
314
3
2020-05-10 15:21:39.216387
Poor
Yes
Daily
Condo
940