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
45,800
29
Female
3,398
Single
0
PhD
Unemployed
46.457527
Urban
Premium
1
3
468
2
2020-10-12 15:21:39.148733
Good
No
Weekly
Condo
40
45,801
31
Male
14,079
Divorced
1
Bachelor's
Unemployed
12.914732
Rural
Premium
1
19
744
2
2023-07-01 15:21:39.144722
Good
No
Rarely
House
574
45,802
60
Male
1,148
Divorced
0
High School
null
20.534237
Rural
Premium
3
2
534
2
2019-09-09 15:21:39.182597
Average
Yes
Monthly
Condo
1,403
45,803
42
Female
23,456
Single
0
Bachelor's
Employed
16.965256
Urban
Basic
1
6
596
4
2021-10-22 15:21:39.173834
Good
Yes
Daily
Apartment
172
45,804
50
Female
7,971
Married
2
Bachelor's
Unemployed
22.254868
Suburban
Premium
0
12
391
7
2022-03-23 15:21:39.211806
Good
Yes
Weekly
Condo
1,231
45,805
46
Male
15,458
Single
3
High School
Self-Employed
null
Urban
Basic
null
10
524
5
2021-03-05 15:21:39.134960
Poor
Yes
Monthly
House
1,631
45,806
19
Female
4,875
Single
1
PhD
Employed
null
Rural
Comprehensive
0
18
null
9
2021-02-18 15:21:39.248098
Poor
Yes
Daily
Apartment
805
45,807
48
Female
30,892
Divorced
2
Bachelor's
Self-Employed
28.071713
Rural
Comprehensive
1
18
533
9
2024-04-23 15:21:39.155231
Average
Yes
Weekly
House
264
45,808
38
Male
14,074
Married
4
High School
Self-Employed
19.791697
Urban
Comprehensive
3
9
743
6
2023-06-07 15:21:39.233485
Average
Yes
Monthly
Apartment
631
45,809
37
Female
null
Single
null
High School
Self-Employed
25.725422
Urban
Comprehensive
3
0
366
4
2023-05-27 15:21:39.265513
Good
No
Daily
Condo
1,177
45,810
18
Female
77,146
Divorced
0
High School
Employed
21.120429
Suburban
Comprehensive
0
18
339
7
2020-06-16 15:21:39.244069
Poor
Yes
Monthly
House
503
45,811
39
Female
7,074
Married
2
High School
null
35.749085
Suburban
Comprehensive
1
14
526
2
2023-08-09 15:21:39.134960
Good
Yes
Monthly
House
549
45,812
39
Male
23,469
Married
0
Bachelor's
Unemployed
21.611603
Rural
Basic
1
16
584
7
2021-07-28 15:21:39.169102
Average
No
Daily
Condo
261
45,813
55
Female
56,934
Married
4
Master's
null
11.904708
Rural
Comprehensive
1
3
639
3
2024-03-13 15:21:39.176717
Average
No
Weekly
Condo
394
45,814
38
Male
85,915
Single
1
High School
Self-Employed
49.386846
Rural
Basic
0
15
377
4
2020-04-10 15:21:39.214388
Good
No
Rarely
House
2,334
45,815
20
Male
5,892
Divorced
1
Bachelor's
Self-Employed
32.296617
Suburban
Basic
null
13
639
7
2021-09-20 15:21:39.120168
Average
Yes
Daily
Condo
541
45,816
33
Female
1,269
Single
0
PhD
null
8.054526
Rural
Basic
0
18
473
9
2023-02-12 15:21:39.131192
Poor
Yes
Rarely
House
705
45,817
21
Female
62,770
Divorced
1
High School
null
43.262599
Urban
Premium
1
11
595
9
2020-04-06 15:21:39.164044
Average
No
Monthly
House
111
45,818
61
Female
null
Divorced
3
High School
null
50.957346
Suburban
Comprehensive
2
0
775
2
2023-06-08 15:21:39.283783
null
Yes
Rarely
Condo
806
45,819
23
Female
34,205
Married
2
Bachelor's
Self-Employed
14.847227
Suburban
Basic
1
14
495
7
2021-08-14 15:21:39.155231
Good
Yes
Weekly
House
838
45,820
36
Female
37,766
Divorced
1
Bachelor's
Self-Employed
37.695605
Suburban
Comprehensive
null
8
368
6
2020-03-09 15:21:39.259788
Good
No
Monthly
Apartment
486
45,821
20
Male
3,950
Divorced
0
Master's
null
9.442388
Suburban
Basic
1
8
406
7
2023-03-28 15:21:39.212862
Good
Yes
Monthly
House
1,866
45,822
64
Male
899
Married
0
PhD
Unemployed
13.340167
Suburban
Premium
null
11
566
7
2020-06-04 15:21:39.237118
Poor
Yes
Weekly
Apartment
3,421
45,823
50
Male
1,878
Divorced
2
Bachelor's
Self-Employed
37.291783
Rural
Premium
0
13
null
2
2024-05-01 15:21:39.210805
Good
Yes
Weekly
Apartment
36
45,824
33
Male
1,416
Married
4
PhD
Unemployed
40.735353
Rural
Comprehensive
0
5
581
3
2023-03-03 15:21:39.229482
Good
Yes
Monthly
Condo
1,867
45,825
36
Female
78,837
Divorced
null
Master's
Self-Employed
28.368879
Suburban
Comprehensive
null
9
null
1
2023-11-28 15:21:39.126661
null
Yes
Weekly
Apartment
366
45,826
20
Female
26,791
Divorced
4
High School
Self-Employed
39.603105
Urban
Basic
2
15
624
7
2023-11-15 15:21:39.102694
Poor
Yes
Rarely
Apartment
3,872
45,827
44
Male
15,085
Married
null
High School
Employed
37.651877
Urban
Comprehensive
0
9
443
4
2023-07-23 15:21:39.282785
Average
Yes
Weekly
House
1,250
45,828
63
Male
8,318
Divorced
0
Bachelor's
Self-Employed
36.908313
Rural
Comprehensive
null
16
399
3
2021-07-03 15:21:39.086123
Good
Yes
Daily
Condo
1,668
45,829
61
Male
92,888
Single
3
Master's
null
20.824046
Suburban
Premium
0
8
653
4
2021-01-22 15:21:39.248098
Average
Yes
Daily
Apartment
159
45,830
41
Female
2,818
Married
2
High School
Employed
28.822989
Rural
Comprehensive
0
6
472
2
2022-10-31 15:21:39.086123
Good
Yes
Daily
Apartment
1,160
45,831
18
Male
73,419
Married
4
High School
Employed
27.614816
Suburban
Comprehensive
1
0
588
1
2020-01-02 15:21:39.214388
Poor
No
Weekly
House
338
45,832
26
Male
23,149
Married
1
Bachelor's
Self-Employed
36.60194
Suburban
Premium
null
5
682
7
2023-07-16 15:21:39.194829
Poor
No
Weekly
Apartment
2,034
45,833
null
Female
19,730
Single
1
Bachelor's
Unemployed
48.643339
Urban
Premium
null
16
636
6
2020-08-29 15:21:39.112553
Poor
No
Weekly
Condo
487
45,834
35
Female
18,259
Divorced
3
High School
Self-Employed
47.653145
Suburban
Premium
3
4
327
6
2022-04-30 15:21:39.104139
Poor
Yes
Rarely
House
3,073
45,835
35
Male
142,845
Divorced
0
PhD
Employed
null
Urban
Premium
null
11
381
1
2023-01-09 15:21:39.155231
Poor
No
Rarely
House
963
45,836
29
Female
6,838
Divorced
3
Bachelor's
null
21.420318
Urban
Basic
1
15
389
1
2023-07-30 15:21:39.276901
Average
No
Daily
Condo
589
45,837
27
Male
629
Married
3
High School
Unemployed
null
Rural
Basic
0
14
null
4
2023-09-11 15:21:39.175719
Good
Yes
Rarely
Apartment
1,044
45,838
59
Male
1,459
Married
3
Master's
Self-Employed
null
Suburban
Comprehensive
null
19
null
1
2023-01-17 15:21:39.248098
Average
Yes
Daily
House
688
45,839
42
Male
15,556
Married
2
PhD
Unemployed
41.586857
Urban
Premium
null
11
626
9
2024-07-16 15:21:39.224915
Good
Yes
Weekly
Condo
825
45,840
26
Female
140,878
Single
3
High School
null
28.567973
Rural
Basic
2
6
354
6
2023-02-05 15:21:39.134960
Poor
No
Monthly
Apartment
1,054
45,841
52
Male
31,006
Married
3
PhD
null
18.996077
Urban
Comprehensive
null
19
721
9
2022-01-21 15:21:39.081504
Poor
Yes
Weekly
House
877
45,842
18
Female
1,016
Divorced
3
PhD
null
32.160965
Urban
Premium
0
3
479
5
2021-07-02 15:21:39.237118
Good
Yes
Weekly
House
1,669
45,843
55
Female
25,780
Single
0
Master's
Employed
29.922193
Suburban
Basic
null
4
688
7
2022-06-12 15:21:39.281787
Good
No
Daily
House
1,836
45,844
32
Male
90,564
Single
1
High School
Unemployed
9.743896
Urban
Basic
0
18
413
1
2023-05-14 15:21:39.200452
Poor
No
Monthly
Apartment
37
45,845
54
Female
18,064
Divorced
0
High School
Self-Employed
32.466839
Urban
Basic
2
7
598
7
2024-02-04 15:21:39.115178
null
No
Monthly
Condo
1,556
45,846
47
Male
7,991
Divorced
1
Bachelor's
Unemployed
12.716154
Rural
Comprehensive
0
6
433
3
2023-04-17 15:21:39.237118
Poor
No
Monthly
Apartment
1,845
45,847
38
Female
null
Divorced
null
Master's
Self-Employed
32.682577
Rural
Premium
null
17
434
2
2021-08-12 15:21:39.155231
Good
No
Daily
House
1,461
45,848
36
Male
15,103
Single
3
PhD
null
33.079366
Urban
Basic
null
1
498
2
2022-03-26 15:21:39.126661
Good
No
Rarely
Apartment
1,183
45,849
24
Female
46,217
Divorced
1
High School
Unemployed
18.166592
Rural
Premium
3
19
596
3
2019-10-05 15:21:39.155231
Poor
No
Rarely
Condo
602
45,850
20
Female
128,332
Single
1
Master's
Unemployed
7.913362
Rural
Premium
null
11
429
5
2020-12-28 15:21:39.251142
Good
No
Weekly
Condo
1,613
45,851
36
Female
20,984
Single
3
PhD
Unemployed
49.926178
Suburban
Comprehensive
0
18
462
3
2022-04-07 15:21:39.185215
Good
No
Daily
House
2,796
45,852
47
Female
16,098
Single
0
Bachelor's
Self-Employed
37.892765
Suburban
Basic
1
18
811
5
2020-03-07 15:21:39.134960
Poor
No
Daily
Condo
563
45,853
46
Female
1,382
Single
4
High School
Unemployed
8.764731
Suburban
Comprehensive
1
3
662
1
2023-09-29 15:21:39.147735
Average
No
Monthly
Apartment
2,092
45,854
37
Male
50,926
Married
4
Bachelor's
Employed
40.90436
Rural
Premium
1
19
395
6
2022-12-12 15:21:39.109552
Good
Yes
Monthly
Condo
758
45,855
21
Male
20,389
Divorced
0
Bachelor's
null
null
Rural
Premium
1
15
798
4
2021-06-12 15:21:39.134960
Average
Yes
Rarely
Condo
545
45,856
30
Male
45,709
Married
null
PhD
Unemployed
44.667503
Rural
Comprehensive
2
16
805
5
2022-02-05 15:21:39.155231
Average
Yes
Weekly
Condo
714
45,857
33
Female
8,861
Divorced
1
High School
Employed
13.177034
Urban
Comprehensive
1
7
337
1
2021-08-10 15:21:39.250151
Poor
No
Weekly
House
1,356
45,858
40
Male
16,860
Married
2
PhD
null
38.24062
Suburban
Premium
null
16
489
1
2023-10-22 15:21:39.134960
Average
No
Rarely
Apartment
662
45,859
33
Male
14,991
Single
0
High School
null
20.912282
Urban
Comprehensive
1
8
661
7
2021-03-27 15:21:39.134960
Good
Yes
Monthly
Condo
733
45,860
56
Female
41,934
Single
4
High School
Unemployed
8.934406
Urban
Premium
null
5
628
1
2022-09-28 15:21:39.172097
Good
No
Monthly
Apartment
2,213
45,861
22
Female
7,071
Married
null
PhD
Employed
40.799634
Urban
Premium
0
19
596
6
2020-11-25 15:21:39.155231
Average
No
Daily
Condo
1,103
45,862
50
Male
516
Divorced
2
Bachelor's
null
14.944154
Rural
Premium
2
10
657
3
2024-03-13 15:21:39.237118
Good
No
Weekly
Apartment
1,543
45,863
36
Female
13,932
Single
4
PhD
null
18.273683
Suburban
Basic
1
6
731
9
2022-02-10 15:21:39.081504
Good
No
Monthly
Apartment
3,180
45,864
39
Female
35,706
Married
1
High School
Employed
13.569407
Suburban
Premium
null
0
638
6
2022-11-09 15:21:39.155231
null
Yes
Weekly
Apartment
1,740
45,865
60
Male
39,240
Married
1
Master's
Self-Employed
20.847119
Rural
Comprehensive
1
7
788
5
2020-01-12 15:21:39.172097
Average
No
Monthly
Apartment
704
45,866
25
Female
31,982
Divorced
3
PhD
Unemployed
19.783215
Rural
Basic
null
4
629
2
2023-08-29 15:21:39.237118
Average
No
Weekly
Condo
993
45,867
49
Female
29,862
Divorced
0
Master's
Employed
32.822732
Urban
Basic
1
19
405
2
2020-03-10 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,888
45,868
28
Female
739
Single
null
Master's
Employed
null
Rural
Comprehensive
null
3
696
4
2022-01-26 15:21:39.155231
Good
No
Rarely
House
735
45,869
40
Male
null
Married
2
High School
Unemployed
29.56698
Urban
Basic
1
18
null
1
2022-08-10 15:21:39.246098
Average
No
Daily
Apartment
290
45,870
39
Male
43,748
Married
0
PhD
null
31.270557
Urban
Premium
null
19
537
9
2021-01-21 15:21:39.147735
Average
No
Monthly
House
1,722
45,871
51
Female
24,399
Divorced
4
PhD
Employed
23.638787
Rural
Basic
null
13
null
2
2020-05-28 15:21:39.282785
Poor
No
Monthly
House
2,142
45,872
64
Female
28,054
Single
4
High School
Employed
11.094677
Urban
Comprehensive
2
19
596
7
2019-11-26 15:21:39.134960
Good
No
Weekly
Apartment
431
45,873
35
Male
67,557
Divorced
0
Bachelor's
Unemployed
22.835494
Rural
Comprehensive
null
11
477
1
2019-12-21 15:21:39.155231
Good
No
Monthly
Condo
26
45,874
49
Female
78,238
Divorced
3
PhD
null
37.939828
Rural
Comprehensive
null
18
327
6
2020-10-31 15:21:39.082499
Poor
Yes
Daily
Condo
1,862
45,875
20
Male
18,660
Married
2
PhD
Unemployed
47.067498
Urban
Basic
0
10
588
6
2024-01-24 15:21:39.155231
Poor
Yes
Monthly
House
1,733
45,876
55
Male
53,578
Divorced
3
PhD
Unemployed
16.474562
Rural
Premium
1
17
433
8
2024-02-10 15:21:39.219432
Good
Yes
Daily
Condo
1,255
45,877
39
Male
30,372
Divorced
1
High School
Unemployed
27.527491
Urban
Comprehensive
1
13
null
2
2023-05-15 15:21:39.085129
null
Yes
Monthly
Apartment
1,533
45,878
25
Male
22,619
Married
0
PhD
Self-Employed
34.086164
Urban
Premium
1
9
null
3
2024-03-06 15:21:39.134960
Good
No
Monthly
House
1,277
45,879
50
Female
29,001
Single
1
Bachelor's
Employed
null
Suburban
Comprehensive
1
10
594
1
2020-05-20 15:21:39.171102
Poor
Yes
Monthly
Condo
456
45,880
63
Female
1,101
Single
1
PhD
Self-Employed
30.91898
Rural
Basic
1
7
528
4
2023-06-26 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,148
45,881
42
Male
37,606
Divorced
0
High School
null
44.374499
Rural
Premium
1
2
697
2
2022-04-27 15:21:39.155231
Good
No
Daily
House
1,615
45,882
46
Female
2,385
Divorced
3
High School
Unemployed
21.378819
Urban
Premium
3
12
447
6
2021-06-24 15:21:39.249100
Poor
No
Rarely
Apartment
1,838
45,883
26
Male
17,885
Married
3
Master's
null
28.923002
Urban
Premium
2
11
481
1
2023-09-28 15:21:39.192212
Poor
Yes
Weekly
Condo
1,027
45,884
36
Male
20,243
Married
2
Bachelor's
Employed
22.6643
Rural
Premium
1
5
559
8
2024-04-15 15:21:39.098696
Average
No
Daily
Condo
1,581
45,885
18
Female
2,994
Single
1
Master's
Unemployed
22.170933
Urban
Basic
1
8
470
9
2023-06-12 15:21:39.286113
Poor
No
Weekly
House
834
45,886
25
Female
15,279
Divorced
4
Master's
Self-Employed
30.829354
Suburban
Premium
1
5
472
6
2024-07-22 15:21:39.089116
Good
Yes
Daily
House
726
45,887
48
Female
34,348
Divorced
4
High School
Self-Employed
18.959295
Rural
Premium
null
16
553
1
2023-06-20 15:21:39.107553
Poor
Yes
Weekly
House
452
45,888
64
Male
29,092
Married
2
Bachelor's
null
26.590544
Suburban
Basic
0
7
531
1
2022-07-12 15:21:39.096739
Poor
No
Weekly
Condo
1,629
45,889
40
Female
11,575
Married
1
Bachelor's
Employed
17.847788
Suburban
Premium
null
9
552
1
2022-09-11 15:21:39.181605
Poor
Yes
Rarely
Condo
1,218
45,890
44
Male
6,825
Single
4
Master's
Self-Employed
33.884414
Suburban
Premium
1
14
477
1
2020-05-27 15:21:39.179186
Good
No
Monthly
Apartment
2,610
45,891
63
Male
1,204
Single
3
PhD
null
21.917385
Suburban
Comprehensive
0
16
437
9
2019-11-19 15:21:39.167099
Good
No
Weekly
Condo
3,817
45,892
60
Female
39,739
Married
4
Master's
null
6.613499
Suburban
Premium
0
8
579
7
2020-11-02 15:21:39.172097
Good
Yes
Weekly
House
1,230
45,893
39
Female
1,388
Married
1
Bachelor's
null
null
Suburban
Basic
1
10
null
5
2022-12-20 15:21:39.155231
Good
No
Weekly
Apartment
810
45,894
26
Male
24,182
Single
2
Master's
Unemployed
36.648539
Urban
Comprehensive
1
2
491
1
2023-06-10 15:21:39.235012
Average
Yes
Daily
Apartment
1,148
45,895
38
Male
3,308
Divorced
1
Master's
Unemployed
36.001623
Urban
Basic
2
2
758
7
2020-11-04 15:21:39.134960
Good
No
Monthly
House
1,358
45,896
33
Male
19,315
Married
1
Bachelor's
null
15.067221
Urban
Basic
null
7
548
3
2023-09-22 15:21:39.122134
Good
No
Rarely
Condo
2,083
45,897
32
Male
9,417
Divorced
4
High School
Employed
41.088885
Urban
Comprehensive
2
18
573
2
2020-09-03 15:21:39.213373
Poor
No
Monthly
House
2,522
45,898
56
Female
9,886
Single
4
PhD
Self-Employed
23.292712
Suburban
Premium
null
17
611
2
2021-07-27 15:21:39.245086
Good
Yes
Daily
House
2,001
45,899
48
Female
9,959
Divorced
1
High School
Self-Employed
13.840827
Suburban
Basic
2
14
null
2
2024-06-23 15:21:39.237118
Good
No
Monthly
House
1,028