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
16,500
54
Male
24,223
Married
null
High School
Self-Employed
27.939143
Rural
Basic
null
16
484
2
2020-07-05 15:21:39.088124
Average
Yes
Daily
House
1,022
16,501
31
Female
121,117
Divorced
2
Bachelor's
null
13.856648
Suburban
Basic
0
0
381
9
2023-03-26 15:21:39.167099
Poor
No
Monthly
House
754
16,502
51
Female
5,515
Divorced
4
High School
null
36.27305
Suburban
Basic
null
3
567
1
2023-08-04 15:21:39.155231
Good
No
Weekly
Condo
492
16,503
22
Male
14,544
Single
2
PhD
null
21.88205
Urban
Premium
1
16
530
4
2023-06-08 15:21:39.134960
Poor
No
Weekly
Apartment
255
16,504
19
Female
1,322
Married
0
Bachelor's
Unemployed
49.739884
Urban
Comprehensive
null
9
827
9
2022-10-29 15:21:39.134960
Poor
No
Daily
Condo
1,887
16,505
30
Female
29,863
Married
3
PhD
Self-Employed
15.9846
Urban
Premium
0
19
569
9
2022-06-02 15:21:39.192212
Poor
No
Daily
House
616
16,506
58
Female
2,859
Divorced
3
PhD
null
22.166826
Urban
Comprehensive
1
9
827
6
2022-06-17 15:21:39.250151
Average
No
Rarely
Condo
2,859
16,507
33
Male
28,894
Married
4
Bachelor's
null
8.242752
Suburban
Comprehensive
null
6
520
1
2021-05-11 15:21:39.147735
Average
No
Daily
Condo
2,268
16,508
60
Female
10,052
Married
1
Bachelor's
null
19.596914
Rural
Basic
null
16
null
8
2019-10-18 15:21:39.180553
Good
No
Monthly
House
1,799
16,509
23
Male
53,701
Married
1
High School
Employed
6.166619
Urban
Premium
3
2
null
7
2019-09-11 15:21:39.116179
Good
No
Monthly
House
3,231
16,510
37
Male
46,284
Divorced
null
Master's
Employed
28.305965
Urban
Premium
null
16
593
8
2023-03-13 15:21:39.134960
Average
Yes
Daily
House
892
16,511
52
Female
10,892
Married
4
Bachelor's
Unemployed
46.95702
Rural
Premium
0
16
607
1
2020-07-12 15:21:39.246098
Good
No
Daily
Condo
1,148
16,512
64
Female
9,277
Divorced
1
PhD
Self-Employed
12.673381
Suburban
Basic
null
5
788
3
2021-04-21 15:21:39.144722
Poor
Yes
Monthly
Apartment
744
16,513
22
Female
2,963
Divorced
null
High School
Employed
20.928888
Urban
Premium
null
10
438
6
2020-10-09 15:21:39.082499
Good
No
Monthly
Apartment
825
16,514
23
Male
27,460
Single
4
PhD
Unemployed
11.814901
Urban
Basic
null
16
574
3
2020-07-23 15:21:39.274993
Poor
No
Monthly
House
1,379
16,515
26
Female
14,069
Divorced
4
PhD
null
18.417511
Rural
Premium
1
11
794
1
2020-04-12 15:21:39.261856
Poor
Yes
Daily
Condo
755
16,516
55
Female
126,742
Married
3
High School
null
27.351733
Suburban
Basic
0
0
432
7
2022-12-16 15:21:39.149731
Average
Yes
Rarely
Apartment
894
16,517
28
Female
72,696
Divorced
0
PhD
Employed
35.879243
Rural
Premium
1
3
null
7
2024-03-28 15:21:39.233485
Average
No
Monthly
Apartment
391
16,518
31
Female
3,815
Single
3
Bachelor's
null
10.642616
Rural
Premium
3
11
403
5
2023-08-02 15:21:39.134960
Good
Yes
Monthly
House
616
16,519
36
Female
4,568
Single
null
PhD
Unemployed
20.339039
Rural
Comprehensive
1
2
null
6
2024-04-17 15:21:39.149731
Poor
No
Rarely
House
2,972
16,520
49
Male
92,372
Single
4
Master's
Employed
22.479988
Suburban
Basic
4
11
307
3
2021-05-01 15:21:39.098696
Average
No
Weekly
Condo
397
16,521
36
Female
102,286
Married
3
Master's
Unemployed
30.231879
Rural
Comprehensive
null
19
373
9
2023-09-07 15:21:39.285112
Good
Yes
Weekly
House
1,750
16,522
60
Male
28,608
Married
1
Bachelor's
Unemployed
12.073008
Urban
Comprehensive
0
9
null
9
2023-12-10 15:21:39.189223
Poor
Yes
Monthly
House
596
16,523
30
Female
13,948
Single
0
Bachelor's
Unemployed
34.080158
Urban
Basic
0
17
null
8
2020-03-24 15:21:39.285112
Good
No
Weekly
House
246
16,524
50
Female
45,982
Divorced
1
Bachelor's
Self-Employed
42.908767
Suburban
Basic
null
19
710
7
2022-01-02 15:21:39.096739
Poor
Yes
Rarely
Condo
748
16,525
62
Female
32,537
Married
1
High School
Unemployed
15.977741
Suburban
Premium
null
14
null
2
2021-01-25 15:21:39.202448
Average
Yes
Rarely
Apartment
1,099
16,526
40
Male
13,542
Married
4
Master's
Employed
43.913637
Urban
Comprehensive
1
12
376
7
2023-06-02 15:21:39.208842
Average
No
Rarely
Apartment
951
16,527
44
Male
54,959
Divorced
1
Bachelor's
null
51.960925
Rural
Premium
1
15
761
7
2023-10-30 15:21:39.237118
null
Yes
Rarely
House
471
16,528
53
Female
7,213
Divorced
2
Master's
Self-Employed
21.77884
Rural
Comprehensive
0
8
583
8
2022-03-01 15:21:39.187211
Average
No
Daily
Apartment
2,392
16,529
52
Male
125,868
Divorced
0
High School
Employed
27.564295
Rural
Basic
2
3
null
2
2021-06-17 15:21:39.155231
Average
No
Weekly
Condo
291
16,530
53
Female
null
Married
3
High School
null
20.896817
Suburban
Comprehensive
1
13
336
1
2022-07-22 15:21:39.249100
Poor
No
Weekly
Apartment
25
16,531
31
Male
50,634
Married
3
High School
Unemployed
12.736527
Urban
Premium
0
7
305
6
2020-09-11 15:21:39.093681
Poor
Yes
Weekly
House
830
16,532
62
Female
8,956
Married
3
Bachelor's
null
7.878367
Rural
Comprehensive
0
6
304
5
2024-07-05 15:21:39.267454
Average
No
Weekly
Condo
654
16,533
33
Female
2,906
Divorced
3
High School
Unemployed
12.73837
Suburban
Basic
null
8
472
6
2023-02-19 15:21:39.155231
Good
Yes
Rarely
Apartment
901
16,534
49
Male
9,071
Married
3
High School
Self-Employed
14.099394
Suburban
Premium
1
0
415
2
2022-02-17 15:21:39.237118
Good
No
Monthly
Apartment
651
16,535
55
Female
3,700
Single
2
PhD
Unemployed
28.859333
Urban
Premium
2
12
783
3
2020-07-29 15:21:39.132191
Good
Yes
Daily
Condo
1,992
16,536
22
Female
18,095
Single
3
High School
Employed
18.858794
Rural
Premium
0
18
836
3
2021-05-25 15:21:39.208842
Good
Yes
Daily
House
551
16,537
35
Female
909
Divorced
0
PhD
Employed
19.858809
Suburban
Basic
null
7
489
3
2023-05-02 15:21:39.125660
Poor
Yes
Rarely
Apartment
1,068
16,538
54
Male
30,991
Married
1
Master's
null
20.497526
Rural
Basic
null
18
590
4
2020-07-02 15:21:39.279729
Average
No
Weekly
Condo
1,361
16,539
53
Female
null
Single
4
Master's
Self-Employed
25.904142
Rural
Premium
null
2
359
8
2022-07-21 15:21:39.184157
Good
No
Weekly
House
1,989
16,540
41
Female
535
null
4
Master's
Employed
null
Rural
Comprehensive
2
17
555
4
2024-08-06 15:21:39.166062
Average
No
Daily
Condo
1,090
16,541
18
Male
23,783
Divorced
1
High School
Self-Employed
33.876245
Urban
Comprehensive
2
1
762
1
2020-07-11 15:21:39.107553
Poor
Yes
Rarely
Apartment
1,172
16,542
46
Male
5,027
Married
0
PhD
Unemployed
7.158601
Rural
Comprehensive
null
17
671
2
2023-08-29 15:21:39.125660
null
No
Rarely
House
3,659
16,543
56
Male
4,154
Married
2
High School
Unemployed
28.242285
Urban
Basic
0
3
null
1
2022-01-22 15:21:39.276388
Average
No
Weekly
Apartment
133
16,544
64
Female
4,894
Married
2
Master's
Unemployed
null
Urban
Comprehensive
1
18
null
7
2020-12-07 15:21:39.123711
Good
Yes
Weekly
House
563
16,545
43
Female
82,740
Married
0
PhD
Employed
20.296059
Urban
Comprehensive
1
11
372
2
2024-02-20 15:21:39.167099
Average
No
Weekly
Apartment
785
16,546
51
Male
34,403
Single
null
High School
Employed
5.72763
Suburban
Basic
null
7
548
4
2021-02-08 15:21:39.182597
Poor
Yes
Monthly
Apartment
474
16,547
43
Female
678
Divorced
4
Master's
Self-Employed
null
Rural
Premium
1
5
627
1
2022-01-21 15:21:39.155231
Poor
Yes
Rarely
Condo
1,534
16,548
19
Male
35,796
Single
3
High School
Unemployed
39.125088
Urban
Premium
0
6
509
9
2020-10-20 15:21:39.134960
Poor
No
Monthly
House
923
16,549
37
Female
null
Single
2
PhD
null
33.172929
Urban
Premium
0
5
762
3
2022-08-17 15:21:39.134960
Poor
No
Rarely
House
119
16,550
49
Male
5,896
Divorced
4
High School
Unemployed
6.814588
Rural
Basic
null
9
462
5
2021-09-20 15:21:39.148733
Good
Yes
Monthly
Apartment
1,004
16,551
40
Male
45,668
Single
0
High School
Employed
28.074062
Urban
Basic
1
14
null
3
2019-11-12 15:21:39.182597
Average
No
Weekly
Apartment
1,159
16,552
61
Male
104,471
Divorced
2
High School
Self-Employed
51.394013
Rural
Premium
0
14
640
4
2020-11-10 15:21:39.104139
Poor
Yes
Rarely
Condo
714
16,553
64
Male
2,453
Divorced
0
Master's
Self-Employed
8.158767
Suburban
Premium
null
9
698
1
2023-04-28 15:21:39.133866
Good
No
Monthly
Condo
2,156
16,554
27
Female
53,471
Single
0
PhD
Unemployed
null
Urban
Comprehensive
1
1
837
6
2024-04-28 15:21:39.170099
Poor
Yes
Monthly
Condo
2,196
16,555
36
Female
8,891
Single
3
Bachelor's
Unemployed
null
Rural
Basic
0
10
782
8
2020-03-17 15:21:39.155231
Average
No
Weekly
Apartment
574
16,556
36
Male
1,568
Married
4
Bachelor's
null
6.396093
Urban
Comprehensive
1
12
796
6
2021-03-12 15:21:39.134960
Good
Yes
Weekly
Condo
23
16,557
57
Male
10,777
Married
4
High School
null
13.291084
Urban
Comprehensive
1
11
367
8
2021-07-09 15:21:39.134960
null
No
Daily
Apartment
641
16,558
32
Female
11,598
Single
4
Bachelor's
null
39.38454
Urban
Basic
1
11
null
5
2021-06-13 15:21:39.237118
Good
Yes
Monthly
Condo
1,844
16,559
19
Female
74,032
Married
3
Master's
Self-Employed
13.348975
Rural
Comprehensive
2
2
444
2
2020-08-07 15:21:39.132191
Poor
Yes
Monthly
Apartment
2,294
16,560
37
Male
18,060
Divorced
1
High School
Unemployed
33.75649
Suburban
Premium
2
19
477
8
2021-06-12 15:21:39.237118
Average
Yes
Monthly
House
192
16,561
46
Male
44,958
Single
4
Bachelor's
Self-Employed
null
Urban
Basic
0
18
null
6
2023-03-04 15:21:39.175719
Good
Yes
Rarely
Condo
2,137
16,562
45
Female
20,303
Married
null
PhD
null
34.811403
Urban
Comprehensive
3
12
null
1
2020-06-08 15:21:39.230483
Average
No
Daily
Condo
744
16,563
62
Female
26,953
Divorced
0
PhD
Self-Employed
19.57097
Rural
Comprehensive
1
2
432
8
2022-11-28 15:21:39.257696
Poor
Yes
Weekly
Condo
2,484
16,564
41
Male
5,176
Married
3
Master's
Self-Employed
30.071708
Rural
Comprehensive
0
2
728
9
2022-12-19 15:21:39.210805
Average
Yes
Monthly
House
1,766
16,565
57
Male
88,937
Single
2
High School
Unemployed
null
Urban
Basic
1
2
326
4
2021-12-02 15:21:39.219432
Good
No
Rarely
Apartment
1,233
16,566
33
Male
3,577
Single
0
PhD
Unemployed
21.5844
Rural
Premium
null
2
375
9
2021-08-05 15:21:39.264504
Poor
Yes
Daily
Condo
516
16,567
null
Male
35,017
Divorced
0
PhD
Employed
26.619168
Suburban
Basic
1
7
685
7
2023-12-22 15:21:39.219432
Average
No
Monthly
House
443
16,568
48
Female
3,540
Divorced
2
Master's
null
30.547896
Suburban
Basic
0
5
449
4
2022-11-28 15:21:39.188220
null
Yes
Rarely
House
1,583
16,569
45
Female
5,516
Married
0
Bachelor's
Unemployed
17.144615
Urban
Comprehensive
null
17
431
3
2022-04-21 15:21:39.210805
Poor
Yes
Weekly
House
484
16,570
32
Female
34,978
Divorced
1
Master's
Self-Employed
16.32857
Urban
Comprehensive
null
6
641
9
2019-08-28 15:21:39.081504
Poor
No
Monthly
Condo
576
16,571
54
Female
4,923
Single
4
Bachelor's
Unemployed
null
Urban
Premium
0
14
591
3
2020-02-22 15:21:39.288099
Good
No
Daily
Condo
479
16,572
49
Male
60,742
Married
3
High School
Unemployed
4.027611
Urban
Basic
null
13
705
3
2020-11-03 15:21:39.205850
Average
No
Weekly
Condo
397
16,573
52
Female
61,540
Divorced
null
High School
Employed
14.267575
Rural
Basic
4
2
472
9
2024-08-11 15:21:39.134960
Good
Yes
Rarely
Condo
3,191
16,574
64
Male
2,390
Single
4
High School
null
null
Urban
Premium
1
17
null
3
2023-12-20 15:21:39.194829
Poor
Yes
Rarely
Apartment
33
16,575
61
Male
40,935
Single
0
Bachelor's
Self-Employed
19.845799
Urban
Comprehensive
0
10
null
5
2021-07-05 15:21:39.130190
Average
No
Daily
House
678
16,576
29
Male
5,550
Divorced
4
High School
Unemployed
22.581547
Urban
Comprehensive
null
17
703
1
2024-02-22 15:21:39.217387
Good
Yes
Daily
Condo
2,516
16,577
47
Female
70,738
Single
0
PhD
Unemployed
33.967404
Rural
Premium
1
1
441
6
2022-08-17 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,393
16,578
27
Male
10,863
Divorced
2
Master's
Employed
42.839353
Urban
Basic
1
0
677
5
2022-02-06 15:21:39.155231
Poor
No
Weekly
Apartment
526
16,579
40
Male
26,681
Single
2
Master's
null
31.977123
Suburban
Basic
0
18
833
8
2023-03-11 15:21:39.112553
Poor
Yes
Monthly
Condo
2,252
16,580
61
Female
44,700
Single
1
High School
null
43.268721
Rural
Premium
2
0
498
7
2021-11-12 15:21:39.192212
Good
No
Monthly
Apartment
593
16,581
35
Male
25,996
Single
null
Master's
null
18.273972
Rural
Premium
0
18
null
3
2024-02-29 15:21:39.134960
Poor
No
Monthly
Condo
782
16,582
51
Male
24,182
Single
3
Master's
Self-Employed
14.436945
Suburban
Basic
null
2
null
2
2022-09-06 15:21:39.155231
Average
No
Monthly
Apartment
49
16,583
54
Male
113,053
Divorced
0
Bachelor's
Unemployed
14.501824
Suburban
Basic
null
6
313
9
2021-07-24 15:21:39.104139
Poor
Yes
Rarely
Apartment
656
16,584
61
Female
31,228
Married
3
PhD
Unemployed
18.86766
Rural
Comprehensive
1
7
null
6
2023-01-19 15:21:39.134960
Good
Yes
Daily
Apartment
956
16,585
25
Male
4,418
Divorced
4
PhD
null
26.337087
Urban
Premium
2
16
627
3
2021-05-29 15:21:39.082499
Average
No
Weekly
House
806
16,586
47
Male
24,249
Single
0
Bachelor's
Self-Employed
14.890721
Rural
Premium
2
6
564
9
2023-12-11 15:21:39.164044
Good
Yes
Daily
Apartment
564
16,587
59
Male
90,838
Divorced
4
PhD
Self-Employed
20.822303
Suburban
Basic
null
10
644
2
2019-09-16 15:21:39.267454
Good
No
Monthly
Apartment
2,097
16,588
26
Male
45,934
Single
3
PhD
Unemployed
null
Urban
Basic
0
15
703
3
2022-12-24 15:21:39.155231
Good
No
Monthly
Condo
1,421
16,589
40
Female
82,579
null
0
PhD
null
10.418064
Suburban
Premium
null
15
511
6
2023-01-02 15:21:39.271453
Good
No
Weekly
Condo
519
16,590
45
Male
705
Divorced
0
High School
Unemployed
null
Rural
Comprehensive
1
8
null
2
2021-08-21 15:21:39.253660
Poor
No
Weekly
Condo
524
16,591
54
Male
11,916
Single
2
PhD
Unemployed
6.633582
Suburban
Basic
2
13
486
2
2020-05-04 15:21:39.246098
Good
No
Monthly
Apartment
487
16,592
45
Female
10,063
null
0
High School
Unemployed
24.592611
Suburban
Basic
0
10
573
6
2022-10-15 15:21:39.274993
Poor
No
Weekly
Apartment
1,015
16,593
55
Female
24,591
Married
1
Master's
null
26.140983
Rural
Premium
null
12
835
8
2022-01-25 15:21:39.143708
Average
No
Daily
Condo
618
16,594
45
Male
86,684
Married
1
PhD
Self-Employed
36.912913
Suburban
Comprehensive
1
15
326
2
2019-10-04 15:21:39.134960
null
No
Weekly
Apartment
621
16,595
39
Female
112
Married
2
High School
null
34.382466
Rural
Premium
null
6
433
3
2023-01-04 15:21:39.126661
Average
Yes
Weekly
Apartment
906
16,596
29
Male
3,859
Divorced
4
High School
Employed
33.096726
Rural
Premium
0
15
819
2
2024-04-25 15:21:39.190215
null
Yes
Rarely
Apartment
2,230
16,597
41
Female
5,091
Divorced
1
Master's
null
12.827056
Urban
Comprehensive
null
8
644
9
2022-11-06 15:21:39.192212
Poor
Yes
Daily
Condo
1,326
16,598
35
Female
16,094
Single
4
Master's
Unemployed
24.099166
Suburban
Basic
0
11
782
4
2022-10-26 15:21:39.123711
Poor
No
Daily
House
951
16,599
21
Female
18,114
Married
3
Bachelor's
Self-Employed
10.539654
Suburban
Comprehensive
1
6
677
1
2020-07-12 15:21:39.134960
Poor
No
Weekly
Apartment
1,603