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
9,500
null
Female
35,164
Divorced
null
Master's
null
29.962187
Rural
Comprehensive
2
14
425
1
2021-01-23 15:21:39.251142
null
Yes
Monthly
House
1,055
9,501
40
Female
11,970
Married
0
Master's
Unemployed
33.264086
Rural
Comprehensive
1
3
776
2
2023-03-26 15:21:39.167099
Good
Yes
Weekly
House
508
9,502
49
Male
2,943
Married
2
High School
Self-Employed
31.161567
Rural
Basic
2
4
784
6
2022-03-17 15:21:39.190215
Average
No
Weekly
Condo
1,123
9,503
48
Male
4,640
Single
3
PhD
Self-Employed
12.811147
Rural
Premium
2
8
null
5
2024-04-30 15:21:39.149731
Average
Yes
Monthly
Apartment
718
9,504
39
Female
3,096
Single
3
High School
Unemployed
16.602223
Rural
Premium
0
4
null
1
2020-12-15 15:21:39.237118
Average
No
Weekly
Condo
2,075
9,505
62
Female
122,730
Married
3
PhD
Employed
7.661914
Urban
Comprehensive
null
13
652
4
2019-08-25 15:21:39.263607
Average
Yes
Rarely
Apartment
2,360
9,506
50
Female
56,430
Single
3
High School
Self-Employed
46.711558
Suburban
Premium
null
8
353
1
2023-02-03 15:21:39.134960
Good
Yes
Monthly
House
263
9,507
18
Male
61,168
Divorced
1
Bachelor's
Unemployed
35.393675
Suburban
Comprehensive
3
1
637
9
2021-09-25 15:21:39.134960
Average
No
Monthly
Condo
27
9,508
58
Female
88,874
Single
null
PhD
Unemployed
19.811839
Rural
Premium
2
1
726
8
2023-12-20 15:21:39.224915
Good
No
Daily
Apartment
382
9,509
63
Female
61,701
Married
1
PhD
Unemployed
32.846236
Suburban
Comprehensive
1
8
765
4
2020-06-15 15:21:39.165120
Good
No
Daily
Apartment
96
9,510
50
Female
107,932
Single
4
PhD
Unemployed
15.782835
Urban
Premium
null
14
397
4
2024-08-09 15:21:39.155231
Good
Yes
Daily
Apartment
488
9,511
60
Female
9,187
Single
4
PhD
null
26.615915
Suburban
Comprehensive
0
1
340
9
2024-03-19 15:21:39.199447
Average
Yes
Daily
House
1,554
9,512
30
Female
3,998
Divorced
4
PhD
Employed
null
Rural
Comprehensive
2
11
749
4
2023-06-19 15:21:39.154008
Poor
No
Rarely
Condo
1,532
9,513
64
Female
75,599
Divorced
0
PhD
Employed
null
Urban
Premium
null
17
651
8
2020-08-08 15:21:39.232526
null
Yes
Rarely
House
2,728
9,514
43
Female
10,163
Divorced
1
Master's
Self-Employed
26.779698
Suburban
Comprehensive
1
14
547
2
2021-03-17 15:21:39.174719
Good
Yes
Daily
House
1,253
9,515
62
Male
14,881
Divorced
0
Master's
Unemployed
19.898602
Suburban
Comprehensive
0
1
782
7
2024-02-04 15:21:39.237118
Average
No
Rarely
Condo
541
9,516
29
Female
28,321
Married
4
Master's
Unemployed
27.824595
Suburban
Basic
1
9
834
9
2021-06-01 15:21:39.155231
Average
No
Rarely
Condo
1,568
9,517
35
Female
20,984
Single
3
High School
Unemployed
37.945164
Suburban
Premium
1
15
589
8
2020-10-25 15:21:39.263607
Good
Yes
Daily
Condo
2,379
9,518
55
Female
35,498
Divorced
3
Bachelor's
Employed
28.785859
Rural
Premium
null
3
709
6
2022-04-08 15:21:39.197445
Average
No
Weekly
Condo
1,014
9,519
50
Male
2,859
Married
4
High School
Self-Employed
49.965397
Suburban
Premium
0
1
841
5
2021-06-03 15:21:39.251142
null
Yes
Monthly
Apartment
1,142
9,520
56
Female
37,744
Divorced
4
PhD
null
17.858174
Rural
Premium
2
15
668
5
2020-09-13 15:21:39.219432
Average
Yes
Weekly
Apartment
1,284
9,521
54
Male
10,881
Divorced
0
PhD
Employed
11.096375
Rural
Premium
null
15
738
4
2022-12-06 15:21:39.172097
Average
No
Monthly
Condo
871
9,522
41
Female
20,369
Married
3
PhD
Unemployed
32.446005
Rural
Basic
3
0
788
7
2022-11-11 15:21:39.134960
Good
Yes
Monthly
House
829
9,523
30
Female
63,958
Single
4
Bachelor's
Self-Employed
10.357906
Rural
Premium
1
18
488
9
2019-10-21 15:21:39.116179
Poor
Yes
Daily
Apartment
3,775
9,524
null
Male
30,038
Single
2
High School
Employed
26.735741
Rural
Premium
2
2
415
1
2022-07-18 15:21:39.274993
Average
No
Weekly
House
1,401
9,525
18
Female
129,781
Divorced
0
Bachelor's
null
15.015734
Urban
Basic
1
17
324
8
2023-11-08 15:21:39.208842
Average
Yes
Daily
Condo
1,828
9,526
55
Female
23,891
Divorced
1
Bachelor's
null
null
Rural
Comprehensive
null
11
838
5
2021-06-19 15:21:39.134960
null
Yes
Weekly
Apartment
790
9,527
20
Female
26,601
Married
0
PhD
Unemployed
12.759101
Urban
Comprehensive
0
19
656
3
2021-08-20 15:21:39.092127
Good
No
Daily
Apartment
266
9,528
55
Female
53,908
Single
null
Bachelor's
Self-Employed
46.787543
Rural
Premium
2
16
587
7
2022-09-26 15:21:39.233998
Poor
Yes
Monthly
Condo
1,875
9,529
48
Female
7,945
Divorced
4
Master's
Self-Employed
31.839014
Urban
Basic
null
15
697
7
2020-09-18 15:21:39.176717
Good
No
Monthly
House
2,162
9,530
53
Male
35,706
Single
0
Master's
null
43.959686
Rural
Premium
0
10
616
6
2022-11-16 15:21:39.231531
Poor
Yes
Daily
House
926
9,531
18
Female
1,695
Divorced
1
Bachelor's
Self-Employed
17.857
Rural
Comprehensive
1
5
null
8
2024-01-16 15:21:39.181605
null
No
Weekly
Condo
1,746
9,532
49
Male
2,693
Married
4
Master's
Self-Employed
22.534683
Suburban
Comprehensive
null
10
763
6
2019-08-17 15:21:39.274993
Good
Yes
Weekly
Apartment
392
9,533
18
Female
16,259
Divorced
1
PhD
Self-Employed
34.52768
Rural
Basic
1
8
727
8
2021-06-19 15:21:39.155231
Average
No
Monthly
Condo
242
9,534
41
Female
121,517
Single
2
High School
Unemployed
35.58666
Suburban
Comprehensive
null
6
441
5
2023-12-21 15:21:39.285112
Average
No
Monthly
Apartment
1,112
9,535
49
Male
18,244
Divorced
2
PhD
null
12.838669
Rural
Comprehensive
0
10
782
9
2023-02-05 15:21:39.155231
Poor
Yes
Daily
House
710
9,536
22
Male
16,053
Single
4
High School
null
21.917967
Suburban
Premium
null
5
729
2
2020-11-16 15:21:39.112553
Good
No
Daily
Apartment
620
9,537
36
Male
16,999
Single
2
High School
null
43.442312
Urban
Comprehensive
1
13
813
4
2021-06-26 15:21:39.184157
Poor
No
Monthly
Apartment
514
9,538
22
Female
23,114
Divorced
3
High School
null
21.723564
Urban
Premium
2
12
null
5
2022-05-10 15:21:39.214388
Average
Yes
Monthly
Condo
1,242
9,539
32
Male
30,562
Married
0
High School
Self-Employed
10.514834
Suburban
Comprehensive
1
18
598
7
2022-05-13 15:21:39.132191
Average
Yes
Monthly
House
776
9,540
54
Female
1,520
Single
1
Master's
Employed
null
Urban
Premium
1
15
null
8
2023-05-26 15:21:39.222387
Good
No
Rarely
House
648
9,541
41
Male
29,070
Single
1
High School
Unemployed
35.628918
Rural
Premium
2
11
479
1
2022-01-02 15:21:39.264504
Poor
Yes
Weekly
Apartment
594
9,542
62
Female
25,683
Divorced
3
High School
Self-Employed
30.73422
Urban
Premium
1
17
706
8
2023-10-27 15:21:39.155231
Average
No
Rarely
Condo
915
9,543
35
Male
6,434
Married
3
Master's
Employed
29.017566
Rural
Comprehensive
2
0
783
2
2023-11-08 15:21:39.250151
Poor
No
Rarely
Condo
925
9,544
33
Female
56,936
Single
0
PhD
Self-Employed
41.735788
Suburban
Comprehensive
1
3
776
9
2021-09-17 15:21:39.155231
Poor
Yes
Weekly
Apartment
4,263
9,545
58
Male
53,940
Married
0
PhD
null
22.648029
Rural
Premium
1
19
682
4
2021-08-31 15:21:39.111551
Good
Yes
Rarely
House
100
9,546
24
Male
35,796
Married
0
High School
Self-Employed
21.422941
Urban
Premium
1
8
454
1
2024-07-14 15:21:39.155231
Average
Yes
Weekly
Condo
645
9,547
31
Male
875
Married
4
PhD
Self-Employed
13.06625
Urban
Premium
0
10
715
2
2021-09-14 15:21:39.091080
Good
No
Daily
Condo
126
9,548
48
Male
43,513
Married
3
Bachelor's
Self-Employed
26.166839
Rural
Premium
0
1
435
5
2023-03-23 15:21:39.283783
Good
No
Monthly
Condo
393
9,549
59
Female
81,730
Single
4
Bachelor's
Employed
29.981825
Rural
Basic
2
17
692
6
2023-01-29 15:21:39.134960
null
Yes
Monthly
House
634
9,550
63
Male
148,060
Divorced
3
High School
Employed
40.07455
Urban
Premium
null
12
424
8
2020-10-06 15:21:39.237118
Good
No
Rarely
House
847
9,551
62
Female
26,395
Divorced
3
PhD
Self-Employed
27.819197
Rural
Basic
null
5
461
2
2020-09-15 15:21:39.148733
null
Yes
Rarely
Condo
1,335
9,552
33
Male
25,654
Divorced
1
High School
Self-Employed
30.382909
Urban
Premium
3
11
636
1
2020-08-22 15:21:39.122134
null
No
Rarely
Apartment
36
9,553
34
Female
2,588
Single
0
High School
Employed
9.779402
Suburban
Basic
null
12
829
2
2019-09-07 15:21:39.168099
Average
No
Rarely
House
24
9,554
36
Female
40,396
Divorced
2
Master's
Self-Employed
33.918594
Rural
Premium
1
11
387
9
2023-12-08 15:21:39.251142
Average
No
Weekly
House
650
9,555
51
Female
17,073
Divorced
0
High School
Unemployed
18.335435
Urban
Comprehensive
null
17
511
8
2020-03-27 15:21:39.179186
Average
Yes
Weekly
House
1,796
9,556
63
Male
2,312
Divorced
null
Bachelor's
Self-Employed
31.06632
Urban
Comprehensive
2
16
null
3
2019-11-29 15:21:39.272456
Good
Yes
Daily
House
1,320
9,557
47
Male
27,274
Divorced
3
PhD
Self-Employed
39.142713
Urban
Basic
1
15
825
6
2024-01-04 15:21:39.080440
Average
No
Rarely
House
627
9,558
50
Male
40,978
Single
1
Master's
Self-Employed
35.948429
Rural
Comprehensive
2
0
506
1
2020-09-24 15:21:39.082499
Average
No
Rarely
House
1,373
9,559
21
Female
16,461
Divorced
3
Master's
Employed
36.451398
Rural
Premium
null
16
638
6
2020-04-01 15:21:39.278402
Average
Yes
Rarely
House
1,356
9,560
62
Female
38,298
Divorced
1
PhD
null
23.165785
Suburban
Comprehensive
1
3
null
1
2022-04-07 15:21:39.261856
Average
No
Daily
Apartment
1,034
9,561
32
Female
67,879
Divorced
1
High School
Unemployed
null
Urban
Comprehensive
null
2
null
5
2023-12-01 15:21:39.119168
Average
Yes
Monthly
Apartment
2,970
9,562
33
Male
null
Married
2
Bachelor's
Employed
29.533842
Urban
Premium
null
4
627
1
2024-06-21 15:21:39.130190
Poor
No
Daily
Condo
110
9,563
28
Male
14,085
Divorced
4
Bachelor's
null
18.051814
Suburban
Premium
2
13
818
7
2023-11-18 15:21:39.237118
Average
Yes
Weekly
House
1,302
9,564
59
Male
20,482
Single
4
High School
Self-Employed
22.914361
Suburban
Basic
1
11
808
6
2020-10-28 15:21:39.188220
Poor
Yes
Rarely
House
468
9,565
63
Female
5,187
Married
3
Master's
null
16.54982
Urban
Comprehensive
0
1
837
1
2023-07-18 15:21:39.152732
Good
Yes
Daily
Condo
280
9,566
46
Female
14,056
Married
1
PhD
Unemployed
43.835316
Rural
Premium
1
17
null
3
2020-07-09 15:21:39.105504
Good
Yes
Monthly
House
35
9,567
60
Male
82,920
Single
2
Bachelor's
null
51.743759
Suburban
Premium
null
0
667
5
2023-03-25 15:21:39.224915
Good
Yes
Weekly
House
1,100
9,568
24
Male
4,091
Married
0
PhD
Employed
8.656737
Rural
Premium
0
12
522
7
2021-07-21 15:21:39.091080
Poor
No
Daily
Apartment
3,299
9,569
20
Female
87,979
Single
3
Bachelor's
Employed
30.991419
Suburban
Basic
0
13
502
3
2021-02-07 15:21:39.290098
Good
Yes
Weekly
House
199
9,570
42
Male
24,929
Married
3
PhD
Self-Employed
24.86765
Suburban
Premium
1
14
null
2
2020-05-26 15:21:39.199447
Poor
No
Daily
Condo
596
9,571
null
Female
16,275
Divorced
3
High School
Unemployed
44.824221
Urban
Premium
3
6
825
8
2020-02-01 15:21:39.155231
Average
Yes
Daily
Condo
3,615
9,572
41
Female
8,485
Single
4
High School
null
21.847478
Rural
Premium
0
4
563
7
2022-01-09 15:21:39.109552
Average
No
Rarely
Condo
346
9,573
37
Female
16,944
Single
4
Bachelor's
null
29.834796
Urban
Basic
2
10
478
2
2020-09-25 15:21:39.285112
Poor
Yes
Monthly
Apartment
120
9,574
31
Male
11,629
Divorced
3
High School
Unemployed
23.010976
Rural
Premium
1
17
null
7
2021-11-14 15:21:39.152732
Average
No
Rarely
House
477
9,575
38
Female
23,604
Divorced
2
Master's
Self-Employed
9.91416
Suburban
Premium
0
7
589
5
2021-08-27 15:21:39.237118
Poor
Yes
Monthly
Apartment
726
9,576
52
Female
917
Single
4
Bachelor's
null
13.136738
Rural
Basic
3
11
571
9
2024-08-06 15:21:39.254678
Average
Yes
Daily
House
722
9,577
20
Male
2,818
Married
3
High School
Employed
20.002857
Suburban
Premium
1
6
674
4
2019-12-09 15:21:39.155231
Good
No
Monthly
Apartment
230
9,578
53
Male
3,249
Single
4
PhD
Employed
34.583203
Suburban
Premium
2
5
552
2
2020-07-12 15:21:39.130190
Poor
Yes
Rarely
House
1,224
9,579
28
Female
476
Single
0
High School
Unemployed
27.058796
Suburban
Premium
null
2
null
2
2022-07-10 15:21:39.131192
null
No
Rarely
House
1,249
9,580
35
Male
null
Single
0
Bachelor's
Employed
34.185594
Suburban
Premium
null
4
null
7
2021-05-04 15:21:39.170099
Average
No
Monthly
Apartment
228
9,581
29
Male
48,397
Single
0
PhD
Employed
42.945173
Urban
Premium
0
9
550
3
2023-01-08 15:21:39.099739
Poor
Yes
Daily
Condo
209
9,582
24
Female
24,791
Single
2
PhD
Employed
34.419749
Urban
Basic
1
18
557
5
2021-09-02 15:21:39.151732
Poor
No
Rarely
Condo
586
9,583
38
Male
11,110
Single
1
PhD
Employed
30.999281
Urban
Premium
null
7
720
6
2022-12-02 15:21:39.233998
Poor
Yes
Daily
House
1,094
9,584
48
Male
26,985
Single
null
PhD
null
34.2838
Urban
Premium
0
1
598
9
2022-01-04 15:21:39.155231
Good
Yes
Weekly
Condo
1,230
9,585
30
Female
28,897
Divorced
1
Master's
Self-Employed
10.598848
Urban
Comprehensive
0
18
null
1
2020-11-12 15:21:39.105504
Poor
No
Daily
Apartment
1,824
9,586
51
Male
15,983
Divorced
3
High School
Self-Employed
11.120794
Rural
Basic
0
18
581
5
2023-03-19 15:21:39.237118
Poor
Yes
Monthly
Condo
832
9,587
50
Female
2,744
Divorced
2
Master's
Employed
10.867157
Suburban
Basic
null
9
483
4
2022-10-09 15:21:39.155231
Good
Yes
Weekly
Condo
553
9,588
32
Female
93,490
Married
1
High School
Unemployed
23.717082
Rural
Basic
2
13
null
1
2022-05-05 15:21:39.189223
Good
No
Daily
Apartment
2,096
9,589
59
Female
null
Single
3
Master's
null
22.527491
Urban
Comprehensive
2
15
398
1
2023-05-23 15:21:39.182597
Average
Yes
Rarely
Apartment
1,314
9,590
42
Female
909
Married
0
Master's
null
null
Rural
Comprehensive
1
17
823
5
2020-06-22 15:21:39.132191
Good
Yes
Weekly
Apartment
933
9,591
49
Female
67,585
Married
0
PhD
Employed
null
Urban
Premium
0
15
352
7
2023-12-20 15:21:39.105504
Average
No
Daily
Condo
518
9,592
22
Female
28,897
Single
1
PhD
Self-Employed
31.636782
Suburban
Comprehensive
null
9
null
1
2020-06-20 15:21:39.134960
Good
Yes
Rarely
Condo
23
9,593
26
Male
306
null
2
Bachelor's
Self-Employed
23.241964
Urban
Premium
1
12
841
1
2024-02-04 15:21:39.264504
Average
No
Rarely
Apartment
709
9,594
19
Male
1,099
Married
1
Bachelor's
Employed
31.416734
Urban
Premium
2
6
816
6
2022-08-09 15:21:39.134960
Good
Yes
Daily
Condo
704
9,595
64
Female
5,281
Married
0
Bachelor's
Self-Employed
29.41771
Urban
Basic
null
5
766
1
2020-08-09 15:21:39.237118
Good
Yes
Monthly
Apartment
581
9,596
38
Male
24,480
Divorced
2
PhD
Employed
9.193377
Urban
Premium
null
14
null
9
2023-11-14 15:21:39.175719
Average
No
Rarely
Apartment
919
9,597
60
Male
48,395
Divorced
4
Master's
Self-Employed
10.869659
Suburban
Comprehensive
null
12
617
7
2022-05-23 15:21:39.173834
Poor
No
Rarely
Apartment
48
9,598
54
Male
66,580
Single
1
PhD
Employed
8.633304
Urban
Basic
1
2
719
3
2022-05-20 15:21:39.256696
Good
Yes
Daily
Apartment
3,811
9,599
43
Female
123,026
Single
2
Bachelor's
Unemployed
21.772497
Suburban
Comprehensive
2
11
null
1
2020-05-23 15:21:39.237118
Poor
No
Rarely
Apartment
30