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
1,170,500
37
Female
66,578
Divorced
3
Master's
Self-Employed
23.334316
Urban
Basic
0
18
541
1
2022-03-04 15:21:39.090124
Poor
Yes
Weekly
Apartment
242
1,170,501
52
Male
17,991
Married
4
PhD
Employed
25.974237
Rural
Premium
2
8
515
6
2024-07-26 15:21:39.134960
Poor
No
Daily
Condo
1,745
1,170,502
42
Male
12,292
Divorced
null
Bachelor's
Employed
19.076784
Suburban
Comprehensive
0
11
454
6
2021-10-19 15:21:39.102694
Poor
No
Monthly
Condo
2,057
1,170,503
46
Male
20,471
Single
1
PhD
null
36.067291
Rural
Comprehensive
null
13
825
6
2020-07-09 15:21:39.155231
Average
No
Weekly
Condo
709
1,170,504
59
Female
25,528
Single
0
Bachelor's
Employed
22.309637
Rural
Basic
0
1
826
3
2023-12-23 15:21:39.287115
Average
No
Daily
Apartment
314
1,170,505
63
Male
54,874
Single
1
Master's
Employed
20.544781
Urban
Premium
null
14
478
9
2023-12-30 15:21:39.283783
Poor
No
Daily
Condo
2,057
1,170,506
44
Male
66,908
Divorced
0
High School
Unemployed
22.919444
Rural
Premium
null
18
726
6
2023-07-11 15:21:39.237118
Poor
No
Weekly
House
152
1,170,507
45
Female
25,350
Married
1
High School
Self-Employed
42.751862
Suburban
Premium
2
11
null
1
2020-11-22 15:21:39.269494
Poor
No
Weekly
Condo
722
1,170,508
25
Male
43,557
Single
0
Master's
Self-Employed
19.074285
Rural
Comprehensive
null
4
449
8
2022-01-08 15:21:39.145732
Good
Yes
Weekly
Condo
2,327
1,170,509
40
Male
null
Single
4
High School
Employed
20.926642
Urban
Premium
2
2
563
8
2022-03-16 15:21:39.111551
Good
No
Daily
Apartment
88
1,170,510
21
Female
17,272
Single
0
PhD
Employed
18.071314
Rural
Comprehensive
2
10
638
7
2023-11-18 15:21:39.237118
Average
No
Rarely
Condo
494
1,170,511
23
Male
66,711
Single
null
PhD
Unemployed
50.457858
Suburban
Premium
null
5
827
7
2022-07-28 15:21:39.226954
Poor
No
Daily
House
2,226
1,170,512
60
Female
10,142
Single
4
PhD
Unemployed
30.885094
Urban
Comprehensive
3
11
595
4
2020-02-05 15:21:39.228521
Poor
No
Rarely
Apartment
1,721
1,170,513
46
Male
45,953
Single
3
High School
null
35.290766
Rural
Comprehensive
1
10
467
3
2023-09-26 15:21:39.100695
Good
No
Weekly
Condo
1,224
1,170,514
26
Female
25,069
Divorced
2
Master's
null
14.479524
Suburban
Comprehensive
0
6
673
6
2022-01-08 15:21:39.130190
Good
No
Daily
Apartment
562
1,170,515
33
Female
637
Divorced
null
Master's
Employed
39.151212
Suburban
Premium
null
13
659
4
2020-12-30 15:21:39.211806
Poor
Yes
Rarely
Condo
3,056
1,170,516
20
Female
551
Married
2
Bachelor's
Unemployed
4.722632
Rural
Basic
0
6
364
9
2022-09-30 15:21:39.285112
Average
No
Weekly
Condo
749
1,170,517
54
Male
null
Married
2
Bachelor's
null
32.366724
Suburban
Comprehensive
2
16
459
6
2021-04-20 15:21:39.245086
Good
Yes
Monthly
Condo
814
1,170,518
null
Female
44,183
Single
2
Bachelor's
Employed
21.85716
Urban
Premium
null
17
658
9
2023-05-05 15:21:39.106582
Poor
Yes
Monthly
Condo
1,068
1,170,519
45
Female
42,619
Single
4
Master's
null
21.652777
Urban
Premium
0
3
572
7
2019-09-01 15:21:39.188220
Average
Yes
Monthly
Apartment
577
1,170,520
26
Female
5,948
Divorced
3
Master's
null
39.837681
Suburban
Comprehensive
1
16
769
3
2023-05-01 15:21:39.134960
Good
Yes
Monthly
House
541
1,170,521
19
Male
44,936
Single
4
PhD
Employed
29.849756
Urban
Basic
1
10
674
2
2022-04-09 15:21:39.121169
Poor
No
Monthly
Condo
755
1,170,522
22
Male
26,987
Single
1
Master's
Employed
17.490943
Rural
Premium
1
5
644
3
2023-05-19 15:21:39.176717
Poor
No
Monthly
Condo
258
1,170,523
64
Male
20,962
Divorced
null
High School
null
46.816114
Rural
Basic
0
1
null
8
2022-01-04 15:21:39.131192
Good
Yes
Monthly
House
589
1,170,524
46
Male
30,663
Single
0
High School
Self-Employed
29.769202
Rural
Basic
null
16
710
9
2023-12-27 15:21:39.249100
Poor
No
Monthly
Condo
1,304
1,170,525
48
Female
10,175
Divorced
3
Master's
Employed
20.823347
Rural
Basic
1
5
840
1
2023-01-14 15:21:39.194829
Poor
Yes
Daily
Apartment
712
1,170,526
21
Male
3,725
Married
4
High School
Unemployed
16.014034
Rural
Basic
1
9
529
8
2021-08-06 15:21:39.093681
Poor
No
Monthly
Apartment
115
1,170,527
23
Female
67,495
Single
null
High School
Unemployed
31.58754
Urban
Premium
1
6
310
4
2020-10-23 15:21:39.237118
Average
No
Daily
House
749
1,170,528
18
Female
25,984
Single
3
Bachelor's
Unemployed
12.64016
Suburban
Comprehensive
null
16
816
1
2024-02-01 15:21:39.106582
Poor
No
Rarely
Apartment
2,357
1,170,529
44
Male
27,401
Single
3
Master's
null
42.556532
Urban
Premium
0
4
null
2
2022-04-14 15:21:39.182597
null
Yes
Daily
Condo
1,290
1,170,530
52
Male
18,671
Divorced
4
Bachelor's
Employed
34.918575
Urban
Comprehensive
3
7
526
7
2022-02-11 15:21:39.248098
Poor
No
Daily
Apartment
1,583
1,170,531
57
Male
26,102
Single
2
High School
Unemployed
9.169721
Suburban
Comprehensive
2
19
506
6
2022-04-14 15:21:39.106582
null
No
Daily
Apartment
2,145
1,170,532
34
Male
4,957
Divorced
4
Master's
Employed
8.976383
Rural
Basic
2
18
671
4
2024-03-13 15:21:39.101733
Average
Yes
Daily
House
2,941
1,170,533
32
Female
26,351
Divorced
2
PhD
null
null
Rural
Premium
1
1
null
7
2022-03-14 15:21:39.265513
Average
No
Weekly
Apartment
1,580
1,170,534
55
Female
67,764
Divorced
3
PhD
Unemployed
37.93629
Urban
Basic
1
0
446
9
2021-12-28 15:21:39.272456
Average
Yes
Rarely
House
393
1,170,535
42
Female
26,113
Divorced
4
Bachelor's
Employed
37.88269
Suburban
Comprehensive
3
8
575
2
2020-05-28 15:21:39.245086
Average
Yes
Daily
Apartment
25
1,170,536
51
Female
14,816
Single
1
PhD
null
43.289251
Urban
Premium
null
17
652
7
2021-12-16 15:21:39.192212
Poor
Yes
Rarely
Condo
530
1,170,537
20
Female
11,401
Divorced
0
Bachelor's
Employed
39.020314
Urban
Premium
0
10
536
5
2021-04-10 15:21:39.115178
Poor
No
Rarely
House
790
1,170,538
38
Male
15,641
Married
2
Master's
Self-Employed
47.670098
Rural
Comprehensive
0
16
632
1
2021-04-13 15:21:39.216387
Average
Yes
Monthly
House
815
1,170,539
54
Female
null
Divorced
0
Bachelor's
Self-Employed
21.935853
Urban
Comprehensive
1
1
339
4
2022-06-07 15:21:39.188220
Good
Yes
Rarely
House
270
1,170,540
57
Female
28,503
Divorced
2
Bachelor's
Employed
31.64004
Suburban
Basic
null
16
474
3
2023-08-17 15:21:39.147735
Good
No
Monthly
Apartment
742
1,170,541
60
Female
null
Divorced
4
Bachelor's
null
15.073979
Suburban
Basic
1
8
729
4
2019-10-28 15:21:39.091080
Good
Yes
Monthly
Apartment
204
1,170,542
32
Female
3,062
Single
1
PhD
null
6.924471
Urban
Basic
null
11
821
8
2022-11-07 15:21:39.192212
Average
No
Monthly
House
28
1,170,543
54
Male
2,561
Divorced
0
Master's
Unemployed
null
Suburban
Comprehensive
null
15
734
9
2023-03-28 15:21:39.202448
Good
No
Weekly
Condo
1,253
1,170,544
36
Female
8,096
Single
4
PhD
Employed
17.92768
Rural
Comprehensive
1
18
703
5
2022-08-29 15:21:39.172097
Average
No
Rarely
Condo
576
1,170,545
28
Male
45,808
Married
null
High School
null
27.56611
Urban
Basic
3
14
593
7
2020-07-05 15:21:39.155231
Poor
No
Daily
Apartment
1,476
1,170,546
63
Female
7,378
Single
1
Bachelor's
Self-Employed
24.898451
Urban
Premium
0
17
null
5
2020-09-03 15:21:39.134960
Average
No
Rarely
Apartment
825
1,170,547
34
Male
82,741
null
0
High School
null
33.51394
Urban
Premium
1
17
321
2
2020-05-30 15:21:39.236064
Average
Yes
Monthly
House
838
1,170,548
63
Male
5,099
Divorced
2
PhD
Self-Employed
33.813101
Rural
Premium
0
6
530
3
2019-09-29 15:21:39.237118
Average
No
Weekly
Apartment
487
1,170,549
42
Male
38,212
Married
3
Master's
null
38.929451
Rural
Premium
null
10
564
4
2023-08-20 15:21:39.172097
Good
Yes
Rarely
Condo
882
1,170,550
62
Female
30,644
Married
0
Master's
Employed
44.638364
Urban
Comprehensive
6
16
481
5
2021-11-05 15:21:39.106582
Good
Yes
Monthly
House
549
1,170,551
33
Male
66,717
Divorced
1
Master's
Self-Employed
11.739787
Rural
Comprehensive
0
11
null
7
2024-02-01 15:21:39.091080
Good
No
Monthly
Apartment
404
1,170,552
54
Female
11,907
Single
2
Master's
Employed
11.58868
Rural
Premium
null
0
338
9
2021-12-13 15:21:39.279729
Poor
Yes
Rarely
House
2,047
1,170,553
59
Female
63,543
Married
0
Master's
Self-Employed
28.547287
Rural
Premium
2
10
663
4
2024-01-12 15:21:39.166062
null
No
Rarely
Apartment
607
1,170,554
42
Male
16,962
Single
4
High School
Unemployed
38.643048
Suburban
Basic
null
0
717
4
2020-08-17 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,157
1,170,555
32
Male
84,929
Divorced
4
PhD
Unemployed
34.881413
Rural
Comprehensive
0
18
324
9
2021-06-19 15:21:39.190215
Good
No
Daily
Apartment
694
1,170,556
36
Male
43,440
Single
0
Master's
null
45.72475
Suburban
Basic
null
19
617
1
2020-10-21 15:21:39.244069
Average
Yes
Weekly
Apartment
721
1,170,557
63
Male
55,961
Single
1
High School
Unemployed
9.688948
Urban
Premium
3
14
331
7
2021-01-31 15:21:39.244069
Good
No
Monthly
House
588
1,170,558
34
Male
14,084
Single
3
High School
Employed
34.879204
Suburban
Comprehensive
1
13
535
7
2022-05-25 15:21:39.092127
Poor
No
Weekly
Condo
735
1,170,559
28
Male
51,812
null
0
Master's
Unemployed
5.789341
Urban
Basic
1
6
785
1
2022-03-13 15:21:39.112553
null
Yes
Rarely
House
901
1,170,560
42
Male
9,051
Single
0
Master's
Self-Employed
16.394729
Suburban
Basic
1
1
339
7
2022-11-10 15:21:39.251142
Average
No
Monthly
Condo
1,551
1,170,561
37
Male
104,549
Divorced
2
PhD
null
null
Rural
Basic
null
7
756
5
2021-12-25 15:21:39.237118
Average
Yes
Monthly
House
2,104
1,170,562
null
Female
35,484
Married
4
Bachelor's
Self-Employed
10.056851
Rural
Premium
1
5
510
2
2022-10-14 15:21:39.129190
Good
No
Rarely
Condo
2,136
1,170,563
50
Male
62,759
Married
4
Master's
Unemployed
49.837789
Rural
Comprehensive
null
0
438
5
2020-01-26 15:21:39.167099
Poor
No
Daily
Condo
2,273
1,170,564
51
Male
16,961
Single
1
High School
Self-Employed
29.652829
Suburban
Basic
2
1
447
2
2021-02-09 15:21:39.170099
Average
Yes
Rarely
Apartment
646
1,170,565
46
Male
4,955
Married
3
High School
Employed
12.673013
Rural
Premium
0
17
723
6
2019-08-19 15:21:39.219432
Good
Yes
Weekly
House
3,327
1,170,566
20
Male
13,129
Single
1
High School
Unemployed
21.084765
Rural
Basic
null
11
539
2
2021-11-07 15:21:39.182597
Average
Yes
Rarely
Condo
259
1,170,567
40
Female
28,985
Divorced
2
Bachelor's
null
46.633901
Suburban
Basic
1
15
599
2
2019-10-02 15:21:39.289099
Average
No
Weekly
Apartment
852
1,170,568
56
Male
2,798
Married
4
High School
Employed
4.522909
Suburban
Comprehensive
0
7
336
2
2023-12-19 15:21:39.181605
Good
No
Weekly
Condo
1,270
1,170,569
32
Male
43,463
Single
3
Bachelor's
Unemployed
47.098549
Suburban
Comprehensive
1
0
659
9
2022-07-23 15:21:39.144722
Average
No
Daily
Apartment
2,251
1,170,570
42
Male
29,891
Married
1
Bachelor's
Self-Employed
18.827342
Suburban
Comprehensive
1
7
573
6
2021-01-20 15:21:39.134960
Good
Yes
Rarely
House
1,297
1,170,571
18
Male
133,185
Divorced
2
High School
Unemployed
14.819246
Suburban
Premium
null
1
678
5
2023-06-20 15:21:39.145732
Good
Yes
Weekly
Apartment
242
1,170,572
28
Male
10,095
Single
3
Bachelor's
Employed
47.165515
Suburban
Comprehensive
null
15
626
8
2020-06-19 15:21:39.079128
Good
No
Weekly
Apartment
1,301
1,170,573
25
Female
58,984
Married
3
Master's
Employed
28.392815
Suburban
Comprehensive
0
7
498
6
2022-03-17 15:21:39.184157
null
Yes
Weekly
Apartment
119
1,170,574
19
Female
29,102
Single
3
PhD
Self-Employed
20.082427
Rural
Comprehensive
1
12
null
8
2023-12-28 15:21:39.180553
Poor
Yes
Weekly
House
2,319
1,170,575
28
Male
44,886
null
3
Master's
Employed
4.808824
Rural
Comprehensive
1
16
625
5
2020-05-30 15:21:39.256696
Poor
No
Monthly
Condo
760
1,170,576
58
Female
1,028
Divorced
3
PhD
Self-Employed
11.966579
Suburban
Comprehensive
0
5
583
8
2022-08-28 15:21:39.226954
null
Yes
Rarely
Apartment
1,094
1,170,577
49
Female
57,051
Divorced
2
Master's
Employed
46.981368
Suburban
Premium
null
19
419
4
2024-07-01 15:21:39.233998
Poor
No
Daily
House
385
1,170,578
29
Male
77,325
null
2
PhD
null
12.272676
Urban
Premium
null
15
492
3
2023-02-21 15:21:39.099739
Poor
Yes
Monthly
Apartment
923
1,170,579
61
Male
12,615
Single
2
Master's
Employed
46.324964
Urban
Basic
null
11
725
2
2021-04-23 15:21:39.094752
Good
No
Daily
Condo
583
1,170,580
20
Female
17,116
Divorced
0
High School
null
38.764887
Suburban
Premium
null
6
804
1
2024-06-15 15:21:39.166062
Poor
No
Monthly
Apartment
68
1,170,581
29
Male
36,150
Divorced
2
High School
null
9.039202
Suburban
Premium
null
4
495
2
2020-07-14 15:21:39.146733
Poor
Yes
Monthly
House
926
1,170,582
19
Female
7,073
Single
null
High School
Unemployed
38.543999
Rural
Premium
1
11
589
1
2021-05-27 15:21:39.288099
Average
No
Rarely
House
728
1,170,583
46
Female
69,786
Married
0
PhD
Unemployed
17.816963
Urban
Comprehensive
1
7
729
9
2024-06-01 15:21:39.285112
Good
No
Daily
Condo
201
1,170,584
34
Male
57,962
Divorced
1
PhD
null
22.254868
Suburban
Premium
null
15
null
5
2022-02-08 15:21:39.237118
Good
No
Rarely
House
266
1,170,585
60
Female
45,996
Single
0
High School
Employed
43.35892
Rural
Basic
1
3
460
6
2020-02-02 15:21:39.134960
Average
No
Rarely
House
2,088
1,170,586
47
Female
30,098
Single
2
Master's
Employed
30.922102
Suburban
Basic
null
4
573
6
2023-08-05 15:21:39.261856
Average
Yes
Monthly
House
1,242
1,170,587
34
Female
99,634
Divorced
0
PhD
null
29.957756
Rural
Basic
0
1
363
9
2022-11-09 15:21:39.214388
Poor
No
Weekly
Condo
81
1,170,588
43
Female
10,192
Single
null
Master's
Unemployed
20.283514
Urban
Premium
0
3
549
7
2022-04-07 15:21:39.198406
Poor
Yes
Daily
Apartment
1,324
1,170,589
30
Male
14,298
Married
3
PhD
null
27.604955
Urban
Premium
1
17
596
9
2024-05-23 15:21:39.207847
Good
Yes
Daily
Condo
27
1,170,590
46
Female
7,584
Married
0
PhD
Employed
15.965285
Urban
Comprehensive
null
3
701
2
2022-07-17 15:21:39.091080
Good
Yes
Rarely
House
1,453
1,170,591
55
Female
2,989
Divorced
4
High School
null
null
Rural
Comprehensive
1
11
794
4
2023-03-26 15:21:39.186212
Good
No
Daily
House
1,713
1,170,592
21
Female
18,087
Divorced
0
Bachelor's
null
25.796822
Rural
Comprehensive
2
6
483
4
2020-12-13 15:21:39.245086
Average
No
Rarely
Apartment
1,079
1,170,593
32
Male
755
Divorced
4
Bachelor's
Self-Employed
null
Suburban
Premium
0
14
843
7
2021-08-01 15:21:39.151732
Good
Yes
Monthly
House
514
1,170,594
28
Male
29,084
Single
null
PhD
null
20.707615
Urban
Comprehensive
4
6
438
7
2022-02-27 15:21:39.211806
Poor
No
Rarely
Apartment
1,719
1,170,595
54
Female
85,984
Divorced
3
High School
null
21.974258
Urban
Comprehensive
2
15
437
2
2020-02-26 15:21:39.132191
Average
Yes
Weekly
Condo
3,900
1,170,596
34
Female
14,094
Single
3
Master's
null
19.76427
Suburban
Comprehensive
0
8
772
7
2023-11-28 15:21:39.281787
Poor
No
Daily
Condo
721
1,170,597
33
Female
18,093
Divorced
3
High School
null
null
Suburban
Basic
null
2
712
3
2023-02-28 15:21:39.155231
Average
No
Rarely
Apartment
1,078
1,170,598
49
Female
38,370
Single
4
Master's
Unemployed
28.71992
Urban
Premium
0
1
537
2
2021-08-02 15:21:39.091080
Good
No
Monthly
House
1,325
1,170,599
18
Male
9,072
Single
4
Master's
null
35.651472
Suburban
Comprehensive
null
12
644
2
2023-09-19 15:21:39.098696
Good
Yes
Daily
Condo
581