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
1,174,500
52
Male
24,861
Married
1
PhD
Employed
14.581299
Urban
Premium
1
14
710
2
2023-10-15 15:21:39.121169
Poor
Yes
Weekly
House
961
1,174,501
20
Male
6,833
Married
3
Bachelor's
Self-Employed
14.829158
Suburban
Comprehensive
1
12
513
2
2022-01-11 15:21:39.207847
Poor
No
Weekly
Condo
1,602
1,174,502
40
Female
39,074
Single
2
PhD
null
45.865307
Suburban
Comprehensive
0
3
null
6
2020-04-03 15:21:39.272456
Average
Yes
Weekly
Apartment
943
1,174,503
21
Male
44,973
Divorced
0
PhD
null
31.814706
Rural
Basic
null
0
773
1
2022-04-19 15:21:39.122134
Average
Yes
Rarely
Apartment
579
1,174,504
29
Female
116,675
Divorced
4
High School
Unemployed
30.147797
Rural
Basic
0
18
381
9
2020-08-09 15:21:39.092127
Average
No
Monthly
House
714
1,174,505
52
Male
24,996
Single
2
PhD
Self-Employed
27.792429
Urban
Basic
null
1
null
8
2019-10-04 15:21:39.134960
Poor
No
Weekly
House
635
1,174,506
46
Female
66,527
Married
0
PhD
Self-Employed
33.933814
Urban
Comprehensive
0
14
598
1
2019-12-19 15:21:39.189223
Average
No
Daily
Condo
2,096
1,174,507
59
Female
4,563
Single
2
High School
Self-Employed
36.806475
Urban
Basic
2
12
562
7
2021-10-29 15:21:39.181605
null
No
Weekly
House
2,108
1,174,508
18
Male
11,206
Single
4
Bachelor's
null
31.935938
Urban
Basic
1
0
556
4
2021-05-02 15:21:39.205850
Good
Yes
Rarely
Condo
2,413
1,174,509
53
Female
6,825
Married
0
Master's
Self-Employed
null
Rural
Comprehensive
0
9
725
1
2021-03-23 15:21:39.103944
Good
No
Daily
Condo
1,094
1,174,510
31
Female
20,842
Married
2
Master's
Self-Employed
20.577636
Suburban
Basic
0
9
733
3
2022-03-31 15:21:39.204790
Good
No
Weekly
House
1,010
1,174,511
63
Male
14,061
Married
2
PhD
Unemployed
null
Suburban
Comprehensive
null
14
481
1
2022-08-05 15:21:39.132191
Average
No
Monthly
House
614
1,174,512
20
Male
17,779
Single
3
Bachelor's
null
48.071823
Urban
Basic
0
6
743
4
2024-03-13 15:21:39.287115
Good
No
Daily
House
495
1,174,513
61
Female
20,783
Married
2
Bachelor's
null
37.826444
Rural
Premium
1
11
619
9
2023-03-08 15:21:39.190215
Average
Yes
Rarely
House
1,911
1,174,514
47
Female
3,342
Married
3
Bachelor's
Unemployed
28.187879
Suburban
Premium
1
2
586
7
2021-06-04 15:21:39.290098
Good
No
Monthly
House
393
1,174,515
53
Male
5,319
Single
null
PhD
Self-Employed
10.739779
Suburban
Premium
null
0
null
2
2024-05-03 15:21:39.126661
Average
Yes
Rarely
Apartment
753
1,174,516
26
Male
17,495
Single
0
PhD
null
12.836386
Rural
Premium
3
18
564
4
2021-09-22 15:21:39.134960
Good
Yes
Daily
Apartment
919
1,174,517
55
Male
899
Married
2
Master's
Self-Employed
30.987767
Suburban
Premium
0
0
791
9
2023-04-16 15:21:39.172097
null
No
Monthly
House
837
1,174,518
20
Male
28,960
Married
2
High School
Self-Employed
21.958309
Urban
Basic
1
19
796
8
2024-01-24 15:21:39.084065
Average
Yes
Rarely
Condo
627
1,174,519
64
Female
61,564
Married
3
PhD
null
34.593569
Rural
Premium
2
13
705
6
2023-02-08 15:21:39.092127
Good
No
Daily
Condo
2,108
1,174,520
50
Female
45,973
Married
3
Master's
Self-Employed
16.678879
Rural
Comprehensive
1
8
null
4
2023-09-02 15:21:39.134960
Average
Yes
Monthly
Apartment
816
1,174,521
26
Male
20,346
Divorced
2
Bachelor's
Self-Employed
4.592878
Rural
Premium
3
12
803
2
2019-12-17 15:21:39.155231
Poor
No
Weekly
House
1,399
1,174,522
49
Male
39,769
Divorced
3
Master's
null
22.813665
Suburban
Comprehensive
1
9
312
8
2020-04-23 15:21:39.226954
Average
No
Daily
House
603
1,174,523
29
Male
76,620
Married
0
High School
null
25.828369
Urban
Comprehensive
0
16
382
1
2023-06-04 15:21:39.134960
Average
Yes
Daily
House
916
1,174,524
64
Female
123,921
Divorced
4
PhD
Self-Employed
17.79585
Urban
Basic
0
0
728
2
2023-02-18 15:21:39.174719
Average
Yes
Daily
House
394
1,174,525
63
Female
26,867
Single
2
High School
Self-Employed
33.764412
Urban
Basic
0
13
489
8
2023-08-23 15:21:39.237118
Average
Yes
Monthly
House
34
1,174,526
46
Female
29,537
Divorced
2
PhD
Employed
15.341573
Rural
Premium
3
13
616
4
2024-06-08 15:21:39.272456
Average
No
Rarely
Apartment
546
1,174,527
27
Male
67,815
Single
3
PhD
null
23.41177
Suburban
Premium
2
6
586
3
2020-06-08 15:21:39.208842
Average
Yes
Weekly
House
3,233
1,174,528
22
Female
97,518
Divorced
2
High School
Self-Employed
31.624994
Urban
Premium
null
3
451
9
2023-07-12 15:21:39.080440
null
No
Rarely
House
956
1,174,529
27
Female
null
Single
0
Bachelor's
Unemployed
18.387434
Urban
Comprehensive
2
4
634
7
2020-12-10 15:21:39.237118
Good
Yes
Daily
Condo
35
1,174,530
28
Female
31,093
Single
0
Bachelor's
null
13.924281
Rural
Premium
0
6
812
4
2020-11-19 15:21:39.178717
Good
No
Weekly
House
718
1,174,531
64
Female
65,928
Single
0
PhD
Unemployed
44.846259
Urban
Comprehensive
3
10
622
7
2023-12-31 15:21:39.134960
null
Yes
Monthly
Apartment
936
1,174,532
34
Female
35,498
Married
3
Master's
null
21.073085
Rural
Premium
2
14
799
8
2023-12-19 15:21:39.079128
Good
Yes
Weekly
Apartment
447
1,174,533
43
Female
38,786
Married
0
High School
null
11.569582
Urban
Basic
1
15
788
6
2021-07-24 15:21:39.155231
Good
Yes
Daily
Condo
1,534
1,174,534
41
Female
1,378
Married
0
Master's
null
null
Urban
Premium
null
14
null
7
2020-08-02 15:21:39.274993
Poor
No
Rarely
Condo
112
1,174,535
31
Male
139,962
Single
0
Master's
null
37.857318
Rural
Premium
2
2
302
5
2023-06-17 15:21:39.134960
Average
Yes
Monthly
Apartment
2,333
1,174,536
53
Female
20,720
Married
2
PhD
null
25.20333
Urban
Premium
1
18
692
8
2020-07-24 15:21:39.285112
Good
Yes
Weekly
Apartment
27
1,174,537
41
Female
2,526
Divorced
4
Bachelor's
null
36.654812
Suburban
Premium
2
14
653
9
2023-04-25 15:21:39.097737
Good
Yes
Monthly
Apartment
1,001
1,174,538
50
Male
1,157
Married
null
High School
Self-Employed
9.096702
Rural
Basic
0
19
635
6
2021-02-23 15:21:39.155231
Poor
Yes
Monthly
House
2,797
1,174,539
23
Female
35,178
Divorced
3
High School
null
19.757942
Suburban
Basic
0
14
697
4
2020-02-08 15:21:39.134960
Good
No
Weekly
Condo
1,721
1,174,540
21
Female
29,230
Divorced
0
High School
Unemployed
null
Rural
Premium
0
4
null
7
2022-05-10 15:21:39.144722
Good
No
Rarely
Apartment
742
1,174,541
29
Female
29,871
Married
4
Master's
Self-Employed
29.071713
Suburban
Comprehensive
1
14
575
8
2021-12-05 15:21:39.081504
Poor
Yes
Daily
Condo
249
1,174,542
28
Male
82,767
Divorced
3
Master's
Self-Employed
18.177548
Suburban
Premium
2
16
322
7
2020-11-12 15:21:39.173834
Good
No
Daily
Apartment
635
1,174,543
60
Male
28,081
Married
2
PhD
null
13.95677
Rural
Comprehensive
null
18
719
7
2023-05-30 15:21:39.147735
Good
Yes
Rarely
Condo
862
1,174,544
18
Male
25,541
Single
4
Master's
Employed
22.935304
Rural
Comprehensive
0
13
731
7
2022-05-29 15:21:39.281787
Average
No
Rarely
Apartment
1,077
1,174,545
49
Male
10,049
Married
0
PhD
null
22.164735
Urban
Premium
1
11
619
4
2024-05-07 15:21:39.085129
Average
Yes
Rarely
Condo
1,533
1,174,546
25
Male
18,382
Single
0
Master's
Unemployed
38.085727
Urban
Basic
null
15
542
4
2022-05-02 15:21:39.215386
Poor
Yes
Monthly
Condo
1,803
1,174,547
51
Male
6,987
Single
3
Master's
Self-Employed
45.670833
Suburban
Premium
null
11
560
5
2023-09-13 15:21:39.217387
Good
Yes
Rarely
Apartment
1,686
1,174,548
29
Male
59,909
Single
4
Bachelor's
null
28.885749
Suburban
Basic
2
11
713
1
2023-08-18 15:21:39.134960
Good
No
Monthly
House
2,427
1,174,549
41
Female
1,016
Single
3
Master's
null
44.838164
Rural
Basic
2
9
null
2
2020-02-14 15:21:39.110557
Poor
Yes
Monthly
Apartment
639
1,174,550
50
Male
15,671
Divorced
3
High School
Employed
22.282525
Urban
Basic
null
19
null
3
2023-08-11 15:21:39.092127
Poor
No
Weekly
Condo
476
1,174,551
52
Female
648
Single
4
Master's
Self-Employed
6.776416
Suburban
Premium
1
14
469
7
2021-06-25 15:21:39.095696
Good
No
Monthly
Apartment
1,848
1,174,552
25
Male
2,879
Divorced
0
Master's
Employed
12.189032
Urban
Comprehensive
null
14
785
2
2022-08-26 15:21:39.274993
null
No
Rarely
Apartment
1,746
1,174,553
40
Female
35
Divorced
2
Bachelor's
Self-Employed
10.13291
Rural
Premium
4
14
null
1
2023-04-16 15:21:39.155231
Poor
Yes
Weekly
House
1,082
1,174,554
43
Female
13,982
Married
0
PhD
Self-Employed
29.859482
Urban
Premium
null
19
513
9
2020-02-13 15:21:39.221386
Average
Yes
Daily
Condo
678
1,174,555
36
Male
41,961
Divorced
0
Bachelor's
Unemployed
20.908281
Suburban
Basic
1
7
312
1
2023-03-10 15:21:39.134960
Good
Yes
Daily
Condo
1,072
1,174,556
52
Female
null
Divorced
2
Bachelor's
Self-Employed
23.967113
Urban
Comprehensive
0
10
514
6
2023-06-30 15:21:39.236064
Average
Yes
Rarely
Condo
152
1,174,557
33
Female
25,996
Divorced
1
High School
Unemployed
7.819156
Rural
Premium
0
9
518
9
2022-04-01 15:21:39.174719
Average
No
Weekly
House
638
1,174,558
30
Female
45,149
Divorced
3
PhD
Self-Employed
44.929059
Urban
Comprehensive
0
11
744
7
2021-03-09 15:21:39.233485
Poor
Yes
Weekly
Condo
945
1,174,559
24
Female
null
Married
0
Master's
null
null
Urban
Comprehensive
null
9
489
4
2020-07-15 15:21:39.110557
Poor
Yes
Rarely
Condo
119
1,174,560
47
Male
2,442
Divorced
4
Bachelor's
null
31.080087
Suburban
Basic
2
4
318
4
2022-05-15 15:21:39.085129
Average
Yes
Weekly
House
2,086
1,174,561
48
Male
24,603
Married
4
Master's
null
24.883578
Rural
Comprehensive
null
6
778
9
2019-09-13 15:21:39.144722
Average
No
Monthly
Condo
464
1,174,562
49
Male
6,654
Married
4
PhD
null
27.796577
Rural
Comprehensive
0
6
763
7
2022-05-06 15:21:39.180553
Good
No
Daily
House
134
1,174,563
38
Male
95,576
Divorced
null
PhD
null
50.547299
Rural
Basic
null
9
353
7
2021-08-09 15:21:39.194829
Poor
No
Daily
Apartment
728
1,174,564
62
Female
76,566
Single
4
Bachelor's
Employed
38.824307
Suburban
Premium
null
11
813
7
2022-06-11 15:21:39.197445
Average
Yes
Rarely
House
364
1,174,565
38
Female
38,323
Single
2
PhD
null
21.507318
Rural
Comprehensive
null
11
471
5
2022-03-03 15:21:39.224915
Average
No
Daily
Condo
1,312
1,174,566
29
Male
550
Married
2
Master's
Employed
25.392391
Urban
Comprehensive
2
5
548
1
2020-09-05 15:21:39.221386
Good
No
Rarely
Apartment
1,195
1,174,567
59
Female
12,062
Married
2
Bachelor's
Employed
20.87912
Suburban
Premium
2
10
804
6
2024-04-15 15:21:39.123711
Average
No
Weekly
Apartment
708
1,174,568
41
Female
17,962
Divorced
4
High School
Employed
36.755544
Urban
Comprehensive
null
19
641
2
2024-03-17 15:21:39.254678
Average
Yes
Weekly
Apartment
1,072
1,174,569
26
Female
12,685
Married
0
Bachelor's
Employed
17.959574
Rural
Comprehensive
1
14
null
1
2023-06-16 15:21:39.250151
Average
No
Weekly
Condo
607
1,174,570
41
Female
28,198
Single
1
Master's
null
17.158416
Rural
Basic
1
16
444
1
2024-07-21 15:21:39.283783
Poor
Yes
Weekly
Apartment
1,744
1,174,571
57
Male
5,756
Single
2
Bachelor's
Unemployed
11.919118
Urban
Basic
2
17
624
2
2023-03-01 15:21:39.108562
Average
Yes
Weekly
Apartment
897
1,174,572
48
Male
14,094
Married
2
Bachelor's
Self-Employed
31.293624
Urban
Premium
1
13
683
5
2022-11-28 15:21:39.134960
Poor
Yes
Weekly
Condo
1,461
1,174,573
60
Female
2,876
Single
1
Master's
Unemployed
21.396921
Suburban
Premium
2
1
496
6
2023-09-04 15:21:39.282785
Good
No
Weekly
Condo
38
1,174,574
39
Female
12,757
Divorced
4
PhD
Self-Employed
null
Rural
Basic
1
7
null
1
2022-01-22 15:21:39.091080
Good
No
Daily
Apartment
2,226
1,174,575
47
Female
20,571
Divorced
4
Bachelor's
Employed
22.091599
Rural
Comprehensive
2
12
617
8
2021-01-10 15:21:39.097737
Average
Yes
Rarely
Apartment
806
1,174,576
37
Male
25,168
Single
2
PhD
Unemployed
43.044461
Rural
Basic
1
2
701
3
2021-07-06 15:21:39.132191
Poor
No
Monthly
Condo
612
1,174,577
26
Male
35,297
Divorced
0
PhD
null
50.773173
Urban
Premium
null
17
null
2
2020-02-09 15:21:39.192212
Average
No
Monthly
Apartment
1,616
1,174,578
40
Male
12,694
Divorced
null
Master's
Self-Employed
15.85291
Suburban
Premium
0
13
null
5
2020-09-03 15:21:39.201446
Poor
Yes
Rarely
House
541
1,174,579
44
Female
38,981
Single
4
High School
Employed
35.158077
Rural
Basic
1
12
664
9
2019-12-22 15:21:39.114118
Good
No
Rarely
House
1,475
1,174,580
48
Female
18,733
Single
null
Bachelor's
Employed
38.138075
Suburban
Basic
0
4
586
4
2023-02-08 15:21:39.253660
Good
No
Rarely
House
572
1,174,581
30
Male
15,384
Married
4
Bachelor's
Employed
null
Urban
Comprehensive
0
4
791
9
2024-07-27 15:21:39.095696
Poor
Yes
Rarely
House
1,421
1,174,582
35
Female
3,483
Married
3
PhD
null
25.636969
Rural
Comprehensive
0
10
786
4
2021-03-12 15:21:39.180553
Poor
Yes
Rarely
House
130
1,174,583
31
Male
1,022
Divorced
3
High School
Self-Employed
15.411535
Rural
Basic
1
9
434
9
2020-02-21 15:21:39.134960
Average
No
Weekly
Apartment
715
1,174,584
27
Male
5,051
Divorced
0
Master's
Self-Employed
15.740619
Rural
Comprehensive
null
10
816
2
2021-09-20 15:21:39.204000
Average
No
Rarely
Apartment
1,448
1,174,585
39
Female
30,473
Divorced
null
Master's
Unemployed
41.892563
Rural
Premium
0
16
713
9
2022-08-03 15:21:39.191219
Good
No
Weekly
Apartment
1,260
1,174,586
29
Female
2,639
Single
3
Bachelor's
Employed
29.392574
Rural
Premium
2
8
743
6
2020-05-03 15:21:39.281787
Average
Yes
Weekly
Condo
1,602
1,174,587
34
Male
27,621
Single
0
Bachelor's
Self-Employed
15.164424
Suburban
Comprehensive
null
8
465
6
2023-10-14 15:21:39.194829
Poor
Yes
Monthly
House
266
1,174,588
36
Female
30,824
Divorced
4
High School
null
12.054769
Urban
Premium
0
17
662
5
2022-04-07 15:21:39.168099
Poor
Yes
Monthly
Apartment
308
1,174,589
39
Male
83,379
Single
0
PhD
null
32.472111
Rural
Premium
null
19
386
9
2023-02-07 15:21:39.204201
null
Yes
Daily
Condo
1,995
1,174,590
25
Male
43,560
Single
null
Bachelor's
Self-Employed
25.636927
Suburban
Basic
2
18
686
8
2020-07-20 15:21:39.228521
null
Yes
Daily
Apartment
172
1,174,591
51
Male
41,798
Divorced
0
Master's
null
43.339936
Suburban
Basic
0
14
690
5
2022-05-19 15:21:39.134960
null
Yes
Daily
House
861
1,174,592
32
Male
5,837
Married
4
Bachelor's
Employed
24.286726
Suburban
Basic
null
9
396
6
2021-09-09 15:21:39.092127
null
Yes
Rarely
Apartment
1,504
1,174,593
43
Female
7,991
Divorced
3
Bachelor's
Employed
32.798023
Rural
Comprehensive
null
11
null
1
2023-09-20 15:21:39.173834
Good
Yes
Daily
Condo
23
1,174,594
34
Female
14,056
Divorced
3
PhD
Employed
13.09273
Suburban
Premium
null
0
506
5
2022-12-22 15:21:39.237118
Poor
Yes
Rarely
Condo
930
1,174,595
39
Male
40,307
Divorced
0
PhD
null
43.737712
Rural
Basic
0
3
null
9
2022-08-04 15:21:39.259788
Good
Yes
Daily
Condo
1,294
1,174,596
41
Female
122,597
Married
4
Bachelor's
Unemployed
26.691926
Suburban
Comprehensive
null
15
438
3
2021-05-01 15:21:39.245086
Poor
No
Daily
Condo
381
1,174,597
18
Male
16,402
Married
2
PhD
Unemployed
28.482309
Suburban
Comprehensive
null
16
621
6
2020-12-31 15:21:39.122134
Average
Yes
Rarely
Apartment
627
1,174,598
26
Male
127,599
Single
2
Bachelor's
null
14.527777
Rural
Premium
2
13
677
4
2019-12-28 15:21:39.106582
Poor
No
Monthly
Condo
25
1,174,599
55
Female
8,907
Single
4
High School
Self-Employed
18.948809
Urban
Basic
null
13
776
6
2021-12-29 15:21:39.237118
Average
No
Weekly
Apartment
1,449