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
15,800
63
Male
6,822
Single
3
PhD
Employed
21.274512
Suburban
Comprehensive
null
18
689
5
2021-09-03 15:21:39.273973
Poor
No
Monthly
Apartment
1,063
15,801
43
Female
22,733
Single
2
Master's
Unemployed
38.18688
Urban
Basic
0
13
null
4
2021-01-05 15:21:39.132191
Good
Yes
Monthly
House
1,252
15,802
48
Male
1,181
Single
2
Master's
Unemployed
45.988403
Suburban
Premium
1
16
762
2
2024-01-12 15:21:39.253660
Poor
Yes
Monthly
Apartment
426
15,803
44
Male
47,776
Married
4
Bachelor's
Self-Employed
51.782355
Urban
Basic
2
8
512
7
2024-06-05 15:21:39.125660
Average
Yes
Rarely
House
715
15,804
53
Male
6,761
Single
2
High School
null
null
Suburban
Premium
1
14
566
2
2022-12-03 15:21:39.191219
Good
Yes
Monthly
House
994
15,805
35
Female
758
Single
2
High School
Employed
17.448921
Rural
Premium
1
5
657
2
2024-08-11 15:21:39.155231
Good
No
Daily
House
2,353
15,806
null
Female
85,888
Single
null
High School
null
51.883748
Urban
Basic
2
8
485
2
2024-05-05 15:21:39.134960
Poor
No
Monthly
House
2,195
15,807
27
Male
16,194
Single
0
Master's
Self-Employed
27.97936
Suburban
Comprehensive
1
7
609
4
2022-11-15 15:21:39.170099
Good
Yes
Daily
Condo
1,170
15,808
44
Male
1,318
Married
2
PhD
null
37.918308
Urban
Premium
null
19
537
5
2020-01-19 15:21:39.178918
Average
Yes
Monthly
Apartment
434
15,809
18
Female
3,263
Divorced
1
Bachelor's
null
18.92346
Suburban
Comprehensive
0
7
526
7
2022-11-06 15:21:39.191219
null
No
Rarely
House
1,148
15,810
30
Male
85,216
Single
null
High School
Employed
20.919107
Suburban
Premium
null
1
null
9
2024-07-03 15:21:39.218388
Poor
Yes
Weekly
Condo
252
15,811
37
Male
84,806
Married
3
PhD
null
46.121112
Urban
Basic
null
10
619
6
2022-07-31 15:21:39.167099
Poor
No
Monthly
House
84
15,812
36
Male
26,296
Single
3
High School
Self-Employed
25.204031
Suburban
Basic
1
12
761
1
2024-07-27 15:21:39.237118
Average
Yes
Daily
House
1,658
15,813
40
Female
2,551
Single
2
Master's
Self-Employed
12.010962
Suburban
Basic
null
17
303
5
2023-05-20 15:21:39.286113
Average
Yes
Monthly
House
1,476
15,814
51
Male
40,632
Married
0
PhD
Self-Employed
37.716776
Suburban
Comprehensive
0
19
790
8
2021-04-12 15:21:39.236064
Good
Yes
Daily
Apartment
1,423
15,815
20
Male
103,466
Single
0
PhD
null
32.5671
Suburban
Comprehensive
1
8
364
2
2024-04-16 15:21:39.229482
Poor
No
Weekly
Apartment
1,085
15,816
33
Male
44,786
Married
4
PhD
Unemployed
32.052319
Suburban
Premium
0
2
732
2
2024-01-14 15:21:39.084065
Average
No
Weekly
House
799
15,817
18
Male
7,078
Divorced
4
High School
null
22.430549
Suburban
Comprehensive
1
9
534
7
2023-06-11 15:21:39.155231
Good
No
Monthly
Condo
1,471
15,818
51
Male
99,890
Single
null
Bachelor's
Self-Employed
7.191159
Suburban
Basic
1
16
646
3
2019-10-25 15:21:39.114118
Poor
No
Monthly
House
2,450
15,819
45
Female
18,382
Single
2
High School
Unemployed
22.338737
Rural
Comprehensive
0
0
382
3
2022-07-04 15:21:39.209847
Good
Yes
Monthly
Condo
1,519
15,820
21
Male
72,453
Divorced
0
High School
Employed
10.845606
Suburban
Comprehensive
2
5
595
9
2021-12-15 15:21:39.282785
null
Yes
Monthly
Apartment
983
15,821
38
Female
58,547
Divorced
1
PhD
Unemployed
44.879104
Suburban
Basic
1
10
null
1
2020-05-27 15:21:39.208842
Good
Yes
Weekly
Apartment
55
15,822
44
Female
145,089
Married
0
Bachelor's
Employed
2.686665
Rural
Basic
2
11
702
7
2021-11-05 15:21:39.149731
Good
No
Daily
Apartment
1,874
15,823
54
Male
10,178
Single
null
Master's
Unemployed
14.959416
Suburban
Premium
0
5
451
5
2020-11-15 15:21:39.270454
Average
No
Rarely
Apartment
828
15,824
31
Female
57,588
Single
2
Bachelor's
Unemployed
23.95571
Urban
Premium
2
7
438
1
2023-12-02 15:21:39.155231
Good
No
Rarely
Condo
469
15,825
47
Male
205
Divorced
4
PhD
null
19.068844
Urban
Premium
null
16
null
4
2024-01-25 15:21:39.155231
Average
No
Rarely
Apartment
709
15,826
39
Female
52,641
Divorced
3
Bachelor's
null
7.74926
Urban
Premium
null
13
null
7
2023-04-03 15:21:39.134960
Poor
Yes
Rarely
Condo
100
15,827
64
Male
61,795
Divorced
2
PhD
Employed
34.051584
Urban
Basic
null
15
707
1
2023-05-16 15:21:39.145732
Average
No
Monthly
Apartment
3,839
15,828
62
Female
43,940
Single
4
Master's
Self-Employed
13.170816
Urban
Premium
null
19
483
6
2020-01-06 15:21:39.100695
Poor
Yes
Monthly
House
2,033
15,829
46
Male
24,791
Divorced
0
Master's
Employed
23.77176
Urban
Premium
1
12
694
4
2024-02-19 15:21:39.122134
Poor
Yes
Weekly
Condo
1,590
15,830
34
Male
30,779
Divorced
1
PhD
null
4.316938
Suburban
Comprehensive
3
18
442
5
2020-10-21 15:21:39.181605
null
No
Rarely
Condo
2,593
15,831
27
Male
884
Single
4
Bachelor's
Self-Employed
46.481352
Rural
Premium
0
4
382
4
2022-11-28 15:21:39.134960
Good
Yes
Monthly
Apartment
150
15,832
46
Female
73,984
Single
4
High School
null
44.372482
Urban
Premium
1
16
399
9
2020-04-27 15:21:39.155231
Poor
No
Monthly
Apartment
1,345
15,833
39
Male
27,481
Single
0
Bachelor's
null
9.907895
Urban
Basic
3
3
null
5
2023-12-19 15:21:39.211806
Good
No
Rarely
Apartment
30
15,834
57
Female
28,161
Married
4
Bachelor's
null
47.879766
Urban
Basic
1
12
null
3
2023-10-04 15:21:39.125660
Average
Yes
Monthly
Apartment
888
15,835
37
Male
17,583
Divorced
2
High School
Unemployed
15.869501
Rural
Premium
0
8
471
2
2020-12-03 15:21:39.185215
null
Yes
Monthly
Apartment
1,732
15,836
31
Male
36,758
Married
3
PhD
Employed
26.845167
Suburban
Comprehensive
1
19
434
9
2022-10-12 15:21:39.134960
Good
Yes
Monthly
House
1,149
15,837
45
Female
38,401
Married
0
High School
Unemployed
30.079603
Rural
Premium
1
14
727
2
2020-11-10 15:21:39.261856
Good
Yes
Rarely
House
3,426
15,838
52
Female
4,499
Divorced
4
Bachelor's
null
21.818185
Suburban
Basic
null
6
323
6
2020-10-06 15:21:39.177724
Average
No
Rarely
Condo
1,483
15,839
54
Male
62,474
Divorced
0
High School
Unemployed
16.811189
Suburban
Basic
1
17
407
6
2021-08-31 15:21:39.120168
Average
No
Weekly
Apartment
1,509
15,840
23
Male
16,704
Married
4
High School
Employed
36.503968
Suburban
Premium
0
16
806
5
2023-03-03 15:21:39.171102
Good
No
Monthly
Condo
2,612
15,841
18
Male
72,160
Single
3
High School
Self-Employed
5.996447
Urban
Comprehensive
1
3
null
4
2023-02-15 15:21:39.085129
Poor
No
Weekly
Apartment
3,713
15,842
57
Male
null
Single
0
Bachelor's
Unemployed
35.752056
Suburban
Basic
1
0
692
5
2022-08-05 15:21:39.245086
Good
Yes
Weekly
Condo
240
15,843
55
Male
73,491
Divorced
0
Bachelor's
Unemployed
17.476021
Suburban
Basic
null
10
332
1
2023-01-31 15:21:39.228521
Average
No
Rarely
Apartment
178
15,844
31
Female
3,063
Divorced
null
Master's
null
39.039592
Suburban
Basic
0
2
null
9
2019-09-15 15:21:39.177724
Average
Yes
Rarely
House
2,046
15,845
null
Female
65,863
Divorced
4
Bachelor's
Unemployed
16.895608
Rural
Comprehensive
null
14
null
1
2020-06-19 15:21:39.132191
Average
Yes
Monthly
House
112
15,846
38
Female
193
Divorced
3
PhD
Unemployed
16.0932
Suburban
Comprehensive
1
9
590
1
2020-03-30 15:21:39.237118
Average
No
Weekly
Condo
646
15,847
32
Female
12,275
Divorced
null
Bachelor's
Self-Employed
7.27356
Suburban
Premium
3
2
691
5
2020-07-12 15:21:39.237118
Average
Yes
Monthly
Condo
481
15,848
54
Female
17,561
Divorced
0
High School
Unemployed
10.619552
Urban
Comprehensive
2
13
521
2
2020-04-07 15:21:39.107553
Average
No
Daily
House
919
15,849
26
Male
23,496
Married
4
Master's
null
8.285575
Rural
Basic
0
14
null
3
2019-10-25 15:21:39.224915
Good
No
Weekly
Apartment
1,132
15,850
25
Female
30,335
Married
0
PhD
null
null
Suburban
Premium
1
0
762
1
2021-09-23 15:21:39.134960
Average
No
Daily
Apartment
100
15,851
24
Female
22,848
Married
3
High School
Self-Employed
36.398004
Rural
Comprehensive
0
6
499
9
2019-09-09 15:21:39.107553
Poor
No
Daily
Condo
949
15,852
33
Female
20,495
Single
3
PhD
Unemployed
42.881733
Rural
Basic
0
12
710
6
2022-09-10 15:21:39.189223
Good
No
Daily
Condo
3,613
15,853
53
Female
74,537
Single
0
PhD
Unemployed
21.809616
Suburban
Premium
1
8
495
2
2020-02-03 15:21:39.211806
Poor
Yes
Monthly
Apartment
2,881
15,854
44
Female
34,374
Married
3
Bachelor's
Employed
34.365887
Urban
Comprehensive
0
16
751
5
2022-08-02 15:21:39.167099
Average
No
Monthly
House
517
15,855
51
Male
62,901
Married
3
Master's
Self-Employed
10.704738
Rural
Comprehensive
1
6
494
7
2023-03-31 15:21:39.251142
Good
No
Daily
Condo
1,852
15,856
25
Female
14,094
Divorced
3
Master's
Self-Employed
20.108722
Urban
Basic
1
4
642
3
2023-04-11 15:21:39.237118
Good
No
Weekly
Condo
919
15,857
53
Male
16,155
Divorced
2
Bachelor's
Self-Employed
28.813475
Suburban
Comprehensive
null
10
758
4
2024-06-09 15:21:39.130190
Poor
Yes
Monthly
Condo
1,314
15,858
51
Female
31,077
Married
3
High School
Employed
20.724435
Urban
Comprehensive
0
9
631
9
2020-11-25 15:21:39.109552
Poor
No
Weekly
Apartment
869
15,859
22
Male
16,641
Divorced
1
High School
Self-Employed
23.737205
Suburban
Basic
1
19
638
2
2020-12-03 15:21:39.237118
Average
No
Monthly
House
1,442
15,860
61
Male
46,975
Single
1
PhD
Unemployed
null
Suburban
Premium
0
0
361
7
2020-04-09 15:21:39.112553
Poor
No
Rarely
Condo
763
15,861
46
Male
125,878
Divorced
1
Master's
Employed
10.945681
Urban
Basic
2
10
null
2
2022-12-03 15:21:39.169102
null
Yes
Daily
Condo
1,366
15,862
47
Female
96,710
null
3
PhD
Unemployed
9.334929
Suburban
Comprehensive
2
2
703
1
2023-01-05 15:21:39.084065
Average
No
Weekly
Condo
1,809
15,863
44
Female
67,874
Single
0
Master's
Employed
29.827478
Suburban
Basic
1
4
null
8
2024-01-28 15:21:39.191219
Good
No
Weekly
House
119
15,864
19
Female
81,039
Married
1
Master's
Unemployed
null
Suburban
Basic
null
3
381
9
2022-07-04 15:21:39.146733
Good
Yes
Rarely
House
2,215
15,865
51
Male
87,810
Divorced
0
High School
Unemployed
17.239898
Rural
Comprehensive
1
17
370
4
2021-03-02 15:21:39.274993
Average
Yes
Weekly
Apartment
568
15,866
33
Female
16,860
Single
1
Bachelor's
Self-Employed
4.959233
Urban
Comprehensive
null
17
559
6
2020-11-15 15:21:39.134960
Average
No
Rarely
House
559
15,867
47
Male
null
Married
0
PhD
Employed
31.83857
Suburban
Basic
0
16
null
2
2021-11-24 15:21:39.223901
Poor
Yes
Daily
Condo
189
15,868
21
Male
1,853
Married
3
PhD
Unemployed
13.138565
Rural
Comprehensive
1
4
467
5
2023-06-28 15:21:39.120168
Poor
No
Monthly
House
542
15,869
60
Female
4,936
Divorced
0
High School
Employed
24.183336
Rural
Premium
null
5
null
3
2022-05-18 15:21:39.245086
Average
Yes
Weekly
Apartment
3,180
15,870
63
Male
23,258
Single
null
PhD
null
36.444565
Suburban
Comprehensive
3
13
491
8
2021-01-09 15:21:39.228521
Average
Yes
Daily
House
1,652
15,871
56
Female
98,870
Divorced
null
Master's
null
28.284928
Suburban
Basic
3
15
null
5
2021-05-30 15:21:39.280784
Poor
No
Monthly
House
2,044
15,872
38
Male
47,772
Married
1
High School
Employed
24.78185
Rural
Basic
null
3
432
3
2022-06-06 15:21:39.114118
Average
Yes
Weekly
House
1,299
15,873
52
Female
29,226
Married
4
Master's
Unemployed
19.859066
Urban
Basic
3
3
null
6
2020-01-27 15:21:39.185215
Poor
Yes
Monthly
House
1,631
15,874
20
Male
23,685
Married
0
High School
Self-Employed
26.246851
Rural
Comprehensive
0
8
414
6
2020-04-03 15:21:39.289099
Poor
No
Weekly
House
837
15,875
27
Female
14,073
Married
null
PhD
Self-Employed
14.170579
Suburban
Premium
0
15
null
8
2022-08-15 15:21:39.122134
Poor
Yes
Daily
Apartment
1,293
15,876
35
Female
9,500
Divorced
0
Master's
null
19.697633
Rural
Premium
1
12
null
8
2021-08-19 15:21:39.134960
Average
Yes
Rarely
House
1,172
15,877
41
Male
15,987
Divorced
3
High School
null
26.140083
Urban
Comprehensive
0
6
632
3
2024-03-23 15:21:39.213373
Average
No
Daily
Apartment
1,313
15,878
33
Female
7,053
Single
2
PhD
null
30.835363
Urban
Comprehensive
1
14
833
8
2022-02-11 15:21:39.237118
Good
Yes
Monthly
Condo
539
15,879
29
Male
7,791
Divorced
4
Bachelor's
null
21.818984
Rural
Premium
1
5
699
9
2021-09-06 15:21:39.134960
Good
Yes
Daily
Apartment
1,323
15,880
54
Female
84,734
Married
4
Bachelor's
null
null
Suburban
Basic
2
16
790
2
2023-01-10 15:21:39.192212
Average
No
Rarely
Apartment
28
15,881
36
Male
13,562
Married
2
High School
null
23.751336
Suburban
Basic
0
6
319
5
2023-10-25 15:21:39.285112
Average
No
Weekly
Condo
705
15,882
34
Male
35,475
Married
0
Bachelor's
null
35.670079
Suburban
Comprehensive
1
12
null
1
2022-09-11 15:21:39.132191
Poor
Yes
Daily
Condo
668
15,883
41
Male
20,881
Single
0
Bachelor's
Employed
10.540865
Rural
Basic
0
16
848
9
2022-05-10 15:21:39.095696
Good
No
Monthly
Apartment
2,947
15,884
19
Male
30,224
Single
3
PhD
Employed
16.053743
Suburban
Basic
null
2
652
2
2024-08-13 15:21:39.107553
Good
Yes
Weekly
House
551
15,885
45
Male
79,085
Divorced
2
Master's
Employed
6.837477
Rural
Premium
null
16
417
8
2020-01-05 15:21:39.205850
Average
No
Weekly
Condo
1,344
15,886
20
Female
39,086
Divorced
4
Master's
null
21.684719
Urban
Basic
1
5
652
8
2022-12-06 15:21:39.155231
Good
Yes
Weekly
Condo
28
15,887
48
Female
43,245
Divorced
0
PhD
Employed
6.867779
Rural
Basic
0
10
642
2
2019-08-25 15:21:39.155231
Poor
Yes
Monthly
Apartment
564
15,888
52
Female
61,279
Married
2
Bachelor's
Self-Employed
7.291459
Urban
Comprehensive
2
8
352
5
2019-12-08 15:21:39.128286
Poor
Yes
Rarely
House
498
15,889
60
Female
15,320
Married
4
Master's
Unemployed
5.59273
Rural
Basic
0
8
825
6
2023-12-31 15:21:39.206847
Good
Yes
Daily
Apartment
2,544
15,890
57
Male
1,044
Single
3
High School
Self-Employed
null
Rural
Comprehensive
0
18
690
9
2023-07-02 15:21:39.288099
Good
No
Monthly
House
2,387
15,891
56
Male
15,485
Divorced
2
Bachelor's
Self-Employed
15.882057
Rural
Comprehensive
null
6
780
9
2023-04-14 15:21:39.164044
Poor
Yes
Weekly
Apartment
588
15,892
47
Male
140,949
Divorced
0
High School
Employed
27.833535
Urban
Premium
1
1
394
4
2020-09-22 15:21:39.213373
Poor
Yes
Weekly
Condo
721
15,893
54
Male
20,159
Divorced
null
High School
Employed
6.090163
Urban
Premium
null
6
798
9
2020-03-14 15:21:39.152732
Poor
Yes
Daily
House
1,420
15,894
45
Male
18,051
Divorced
0
Master's
Unemployed
15.955607
Rural
Comprehensive
null
3
841
9
2022-11-25 15:21:39.182597
Average
Yes
Rarely
House
1,590
15,895
43
Male
18,100
Single
4
PhD
null
45.354428
Suburban
Basic
null
18
511
6
2022-06-03 15:21:39.274993
Good
Yes
Daily
Condo
798
15,896
23
Female
714
Divorced
null
Bachelor's
Unemployed
null
Suburban
Basic
null
11
682
5
2020-03-06 15:21:39.134960
Average
No
Weekly
Apartment
1,677
15,897
37
Male
39,414
Divorced
0
Master's
Self-Employed
null
Rural
Premium
0
12
null
1
2021-02-13 15:21:39.204790
Poor
Yes
Weekly
House
476
15,898
22
Female
15,074
Single
0
PhD
Self-Employed
46.052305
Suburban
Premium
null
6
583
8
2020-03-08 15:21:39.150730
Average
No
Rarely
House
1,177
15,899
52
Female
52,822
Divorced
2
Bachelor's
Self-Employed
null
Rural
Premium
2
7
434
4
2019-11-28 15:21:39.082499
Poor
No
Monthly
Apartment
583