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
33,500
44
Male
1,820
Divorced
1
Master's
Unemployed
null
Suburban
Premium
1
19
null
4
2023-07-09 15:21:39.283783
Average
Yes
Weekly
Condo
3,378
33,501
45
Male
18,106
Divorced
3
PhD
Employed
38.006868
Rural
Comprehensive
null
12
815
5
2019-11-21 15:21:39.208842
Poor
Yes
Monthly
Apartment
859
33,502
51
Female
44,211
Single
null
Bachelor's
null
43.744019
Urban
Premium
2
16
538
9
2020-01-30 15:21:39.132191
Average
Yes
Monthly
Condo
2,144
33,503
27
Female
43,788
Married
0
PhD
Self-Employed
43.386489
Suburban
Premium
0
19
735
5
2021-12-23 15:21:39.264504
Good
Yes
Monthly
Condo
563
33,504
43
Male
24,266
Married
4
PhD
null
45.492726
Rural
Premium
2
7
789
5
2024-01-04 15:21:39.120168
Poor
No
Rarely
Condo
811
33,505
26
Male
2,866
Divorced
4
Bachelor's
null
29.78594
Urban
Basic
0
5
491
2
2019-11-08 15:21:39.109552
Good
Yes
Rarely
Apartment
1,804
33,506
31
Male
5,907
Single
4
PhD
Unemployed
19.151115
Rural
Comprehensive
null
11
652
3
2022-08-22 15:21:39.144722
Good
No
Rarely
Apartment
1,028
33,507
47
Female
7,076
Divorced
4
Bachelor's
null
41.014301
Suburban
Basic
0
2
397
5
2023-10-29 15:21:39.205850
Good
No
Weekly
Apartment
551
33,508
32
Male
131,536
Single
4
PhD
null
42.443513
Suburban
Basic
1
0
456
4
2022-04-09 15:21:39.209847
Poor
Yes
Weekly
Apartment
703
33,509
49
Male
86,624
Divorced
0
PhD
Unemployed
25.744143
Suburban
Premium
null
8
445
5
2020-04-02 15:21:39.237118
Good
No
Rarely
House
471
33,510
27
Male
24,862
Divorced
0
PhD
Employed
43.948974
Suburban
Basic
1
16
571
4
2020-06-14 15:21:39.237118
Average
No
Daily
Apartment
561
33,511
27
Male
17,094
Married
1
High School
Self-Employed
46.252759
Rural
Comprehensive
null
11
668
1
2019-08-24 15:21:39.082499
Good
No
Weekly
Condo
594
33,512
57
Male
29,894
Divorced
4
PhD
Self-Employed
null
Rural
Basic
0
10
751
4
2022-07-15 15:21:39.251142
Good
Yes
Monthly
House
3,312
33,513
23
Female
3,689
Married
1
Master's
null
37.161117
Rural
Comprehensive
1
6
834
9
2020-04-23 15:21:39.217387
Average
No
Daily
House
26
33,514
38
Male
19,691
Divorced
4
Bachelor's
Unemployed
15.170173
Rural
Premium
null
7
727
2
2024-02-18 15:21:39.214388
Poor
No
Rarely
Apartment
687
33,515
31
Male
28,886
Married
1
PhD
null
34.848383
Rural
Premium
null
15
506
8
2023-04-19 15:21:39.280784
Average
Yes
Rarely
Condo
556
33,516
56
Male
80,125
Single
3
Master's
Employed
35.58571
Suburban
Basic
2
5
647
1
2020-09-01 15:21:39.092127
Average
No
Rarely
Condo
2,178
33,517
29
Male
108,097
Married
1
Bachelor's
Employed
23.827321
Suburban
Comprehensive
null
12
790
1
2019-09-10 15:21:39.221386
Average
No
Rarely
Apartment
416
33,518
30
Male
1,359
Single
4
PhD
Employed
22.569682
Urban
Comprehensive
null
18
559
8
2023-12-07 15:21:39.084065
Poor
No
Rarely
House
2,146
33,519
52
Female
51,550
Single
2
Master's
null
18.65428
Urban
Premium
3
15
492
3
2022-10-06 15:21:39.237118
Poor
No
Monthly
Apartment
2,456
33,520
64
Female
18,098
Married
2
High School
Self-Employed
null
Urban
Premium
1
5
694
8
2022-01-16 15:21:39.182597
Average
Yes
Rarely
Apartment
3,535
33,521
null
Female
18,062
Single
0
PhD
null
27.532163
Urban
Comprehensive
0
12
831
5
2024-04-01 15:21:39.121169
Poor
No
Weekly
Apartment
834
33,522
18
Male
4,878
Single
3
Bachelor's
Unemployed
29.624343
Rural
Comprehensive
2
1
null
4
2020-03-05 15:21:39.205850
Good
Yes
Rarely
Condo
616
33,523
30
Male
133,645
Married
3
PhD
Unemployed
null
Urban
Premium
0
12
467
7
2020-10-14 15:21:39.206847
Poor
No
Weekly
Condo
33
33,524
63
Female
102,141
Single
0
Master's
Self-Employed
32.187313
Rural
Premium
null
5
659
9
2021-11-15 15:21:39.155231
Poor
Yes
Weekly
Apartment
298
33,525
21
Female
43,483
Single
4
PhD
null
24.555868
Rural
Basic
null
19
518
9
2023-06-26 15:21:39.237118
Good
Yes
Rarely
Apartment
527
33,526
48
Female
39,681
Single
2
Master's
Unemployed
31.865953
Urban
Comprehensive
0
4
559
2
2021-09-16 15:21:39.181605
Average
Yes
Monthly
Condo
1,379
33,527
37
Female
18,054
Single
null
Bachelor's
null
11.596128
Suburban
Premium
null
8
704
6
2020-08-31 15:21:39.237118
Poor
Yes
Rarely
Condo
476
33,528
23
Female
27,278
Single
4
High School
Self-Employed
10.787917
Rural
Premium
1
10
837
7
2020-09-20 15:21:39.237118
Average
Yes
Monthly
House
988
33,529
61
Male
35,886
Single
0
Bachelor's
Unemployed
15.953952
Suburban
Comprehensive
null
19
698
3
2022-11-29 15:21:39.183598
Average
Yes
Monthly
Condo
577
33,530
28
Female
11,067
Divorced
2
Master's
Employed
27.416929
Urban
Premium
1
2
841
6
2021-07-04 15:21:39.155231
Poor
No
Rarely
House
37
33,531
null
Female
10,025
Married
null
Bachelor's
Unemployed
28.817367
Rural
Comprehensive
null
4
552
5
2019-10-01 15:21:39.179186
Good
No
Monthly
Condo
2,944
33,532
40
Male
65,395
Divorced
2
High School
Unemployed
31.481465
Urban
Premium
1
10
705
5
2021-09-18 15:21:39.181605
Good
No
Weekly
Condo
257
33,533
51
Male
14,051
Single
1
PhD
Self-Employed
7.69275
Suburban
Premium
null
16
825
6
2021-08-19 15:21:39.099739
Average
Yes
Weekly
Apartment
739
33,534
61
Male
28,982
Divorced
1
Bachelor's
Employed
26.78264
Urban
Premium
null
18
753
5
2020-08-29 15:21:39.081504
Poor
Yes
Monthly
Condo
2,188
33,535
46
Male
12,051
Single
0
PhD
null
19.82619
Suburban
Basic
null
15
743
1
2019-12-12 15:21:39.097737
Average
No
Rarely
Apartment
632
33,536
22
Male
6,821
Single
0
PhD
Unemployed
25.352785
Urban
Basic
2
15
710
9
2020-04-04 15:21:39.237118
Average
No
Rarely
Apartment
2,226
33,537
62
Male
482
Divorced
1
PhD
Self-Employed
21.282012
Suburban
Comprehensive
4
7
752
9
2020-06-14 15:21:39.283783
Average
Yes
Rarely
House
781
33,538
42
Female
18,340
Single
4
Master's
null
19.482092
Suburban
Comprehensive
2
17
575
7
2019-10-20 15:21:39.290098
Average
No
Weekly
Apartment
2,484
33,539
44
Female
6,829
Divorced
0
PhD
null
14.076577
Rural
Premium
0
13
830
4
2023-02-03 15:21:39.237118
Good
Yes
Rarely
House
2,188
33,540
43
Female
34,191
Single
1
Bachelor's
null
42.039704
Suburban
Comprehensive
1
16
832
3
2022-06-10 15:21:39.081504
Poor
Yes
Monthly
House
1,726
33,541
54
Female
107,674
Married
null
PhD
Employed
23.926957
Suburban
Premium
null
17
326
5
2020-03-09 15:21:39.154008
null
Yes
Monthly
Condo
1,310
33,542
29
Male
16,281
Married
1
Bachelor's
Unemployed
20.086778
Suburban
Basic
0
1
594
2
2020-08-03 15:21:39.172097
Good
No
Rarely
House
806
33,543
45
Male
5,904
Married
0
Bachelor's
Unemployed
25.065205
Urban
Premium
null
4
734
9
2020-06-13 15:21:39.155231
Good
No
Daily
Apartment
1,586
33,544
61
Male
974
Divorced
2
Bachelor's
Employed
44.296909
Suburban
Comprehensive
0
8
474
8
2020-11-10 15:21:39.237118
Average
No
Rarely
Apartment
1,865
33,545
53
Female
18,079
Married
1
High School
null
26.616915
Rural
Premium
null
3
null
3
2023-12-15 15:21:39.251142
Poor
No
Weekly
House
1,354
33,546
29
Male
3,490
Divorced
4
PhD
Unemployed
11.904268
Urban
Comprehensive
2
10
467
8
2022-07-25 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,003
33,547
18
Female
32,529
Married
3
PhD
null
11.64581
Rural
Premium
1
15
420
1
2019-12-22 15:21:39.132191
Poor
No
Daily
Condo
859
33,548
46
Female
5,524
Single
3
Bachelor's
Employed
18.322965
Rural
Premium
null
7
420
2
2023-10-01 15:21:39.194829
Good
Yes
Daily
Condo
1,684
33,549
58
Male
23,015
Divorced
3
Master's
Unemployed
22.572662
Suburban
Basic
null
1
722
2
2024-04-25 15:21:39.155231
Good
Yes
Weekly
Condo
991
33,550
48
Female
11,703
Married
null
High School
Unemployed
null
Rural
Basic
2
6
708
9
2024-07-27 15:21:39.252145
Average
No
Daily
Condo
1,495
33,551
39
Female
3,392
Single
0
Bachelor's
Employed
4.085255
Suburban
Basic
1
17
653
2
2024-03-05 15:21:39.155231
Poor
Yes
Rarely
House
2,686
33,552
64
Female
null
Married
1
Master's
Unemployed
50.42592
Suburban
Premium
null
15
559
8
2021-07-09 15:21:39.155231
Average
Yes
Weekly
Condo
163
33,553
40
Male
25,228
Married
3
High School
Employed
32.977957
Urban
Comprehensive
0
14
538
7
2020-04-04 15:21:39.194829
Poor
Yes
Monthly
House
1,276
33,554
47
Female
16,281
Divorced
1
PhD
Self-Employed
18.89524
Urban
Comprehensive
0
8
713
4
2021-01-11 15:21:39.097737
Poor
No
Monthly
House
115
33,555
19
Male
10,182
Married
4
Master's
Self-Employed
17.151227
Suburban
Premium
null
8
804
4
2020-12-22 15:21:39.194829
Poor
Yes
Monthly
Condo
1,710
33,556
46
Male
218
Married
4
Bachelor's
Employed
37.716776
Urban
Premium
null
15
744
8
2023-01-21 15:21:39.112553
Average
No
Weekly
House
893
33,557
52
Female
82,628
Divorced
4
PhD
Self-Employed
25.751277
Rural
Basic
null
12
828
8
2021-04-05 15:21:39.247098
Average
No
Monthly
Condo
115
33,558
52
Male
21,071
Married
2
PhD
Unemployed
19.012465
Urban
Premium
0
2
733
8
2021-04-19 15:21:39.276388
Good
Yes
Weekly
Condo
431
33,559
53
Male
21,797
Married
3
PhD
Unemployed
29.179908
Urban
Premium
3
17
361
9
2020-07-11 15:21:39.213373
Good
No
Monthly
Apartment
657
33,560
51
Male
25,784
Married
1
Master's
null
16.947401
Suburban
Premium
2
4
727
6
2024-04-25 15:21:39.082499
Good
No
Monthly
Condo
845
33,561
38
Male
1,712
Married
3
Master's
Unemployed
22.123533
Suburban
Comprehensive
2
4
368
1
2023-07-02 15:21:39.171102
Poor
Yes
Weekly
Apartment
1,776
33,562
45
Female
16,285
Single
4
Bachelor's
null
37.158631
Urban
Comprehensive
1
2
590
2
2021-12-21 15:21:39.094752
Average
Yes
Weekly
House
1,338
33,563
54
Male
2,877
Divorced
1
Master's
Employed
30.09483
Urban
Comprehensive
0
8
406
6
2024-06-19 15:21:39.155231
Good
Yes
Rarely
Apartment
489
33,564
34
Male
45,279
Divorced
0
Bachelor's
Unemployed
17.948552
Rural
Comprehensive
0
12
567
7
2022-02-28 15:21:39.204790
Good
No
Daily
Apartment
472
33,565
44
Male
27,365
Single
1
High School
Unemployed
12.144869
Suburban
Premium
null
7
496
2
2022-06-13 15:21:39.179186
Good
No
Daily
Apartment
590
33,566
18
Male
1,398
Divorced
4
High School
null
37.572627
Rural
Basic
1
9
754
3
2019-08-30 15:21:39.089116
Good
No
Daily
Condo
1,292
33,567
43
Male
46,398
Single
0
High School
Self-Employed
47.898446
Urban
Basic
0
17
760
2
2020-03-17 15:21:39.194829
Good
No
Monthly
Apartment
816
33,568
21
Female
25,424
Married
3
PhD
Unemployed
18.35359
Urban
Basic
1
19
746
8
2019-11-10 15:21:39.155231
Poor
Yes
Weekly
Condo
1,284
33,569
50
Male
20,237
Divorced
3
PhD
Unemployed
24.281814
Suburban
Basic
null
16
553
3
2021-09-29 15:21:39.177724
Average
No
Monthly
House
89
33,570
54
Male
9,079
Single
3
PhD
Unemployed
16.497835
Urban
Premium
0
4
765
5
2021-10-19 15:21:39.237118
Poor
Yes
Monthly
Condo
894
33,571
30
Male
14,894
Divorced
1
PhD
Unemployed
26.844707
Urban
Comprehensive
null
17
694
5
2022-03-08 15:21:39.265513
Average
No
Monthly
Apartment
1,888
33,572
54
Male
15,663
Single
1
High School
Employed
27.622888
Rural
Comprehensive
1
16
304
2
2023-09-30 15:21:39.185215
Poor
Yes
Weekly
House
934
33,573
25
Female
null
Single
2
Master's
Self-Employed
12.949839
Rural
Comprehensive
2
10
493
9
2022-10-14 15:21:39.164044
Good
No
Daily
House
3,223
33,574
46
Female
83,399
Single
3
High School
Unemployed
24.334217
Urban
Premium
2
11
767
6
2020-05-17 15:21:39.098696
Average
Yes
Weekly
Condo
330
33,575
54
Male
27,863
Married
0
Bachelor's
Unemployed
20.090865
Suburban
Premium
null
6
535
8
2023-05-23 15:21:39.172097
Average
Yes
Monthly
Condo
1,164
33,576
33
Male
71,210
Single
2
High School
Employed
24.771124
Rural
Basic
null
6
435
3
2024-01-16 15:21:39.146733
Poor
Yes
Rarely
House
786
33,577
23
Male
58,137
Married
1
Master's
null
16.893247
Suburban
Basic
2
6
836
4
2019-09-19 15:21:39.100695
Good
Yes
Monthly
Condo
2,564
33,578
24
Male
8,078
Divorced
0
Master's
Unemployed
19.988276
Suburban
Premium
2
15
644
7
2022-08-07 15:21:39.134960
Poor
Yes
Rarely
Apartment
515
33,579
51
Male
58,931
Married
3
High School
Employed
23.338825
Suburban
Premium
0
1
657
1
2020-11-30 15:21:39.085129
Good
Yes
Daily
Apartment
48
33,580
28
Male
15,161
Divorced
3
Master's
Unemployed
38.483393
Suburban
Premium
null
14
346
8
2023-05-25 15:21:39.091080
Average
No
Daily
House
577
33,581
36
Male
86,527
Divorced
1
High School
null
39.27988
Suburban
Basic
1
12
359
9
2021-11-19 15:21:39.207847
Average
Yes
Daily
Apartment
1,485
33,582
64
Female
174
Divorced
1
Master's
null
14.907277
Suburban
Premium
null
12
360
7
2023-01-14 15:21:39.211806
Poor
Yes
Weekly
Apartment
22
33,583
58
Female
49,202
Divorced
4
Bachelor's
Self-Employed
42.829987
Suburban
Premium
1
7
492
2
2024-03-01 15:21:39.249100
Good
Yes
Daily
Condo
28
33,584
30
Male
11,554
Married
1
PhD
Unemployed
31.585862
Suburban
Comprehensive
1
9
null
2
2024-04-29 15:21:39.247098
Average
Yes
Daily
House
301
33,585
53
Male
118,885
Married
1
PhD
Unemployed
24.965768
Suburban
Comprehensive
3
0
725
5
2024-05-18 15:21:39.280784
Average
No
Monthly
Apartment
2,121
33,586
53
Female
70,475
Divorced
4
PhD
null
42.789411
Rural
Basic
1
17
null
5
2020-10-22 15:21:39.149731
Good
No
Daily
Condo
115
33,587
31
Female
1,135
Married
1
Bachelor's
Unemployed
null
Suburban
Premium
2
13
602
4
2020-08-10 15:21:39.155231
null
Yes
Daily
Condo
1,521
33,588
61
Female
1,409
Married
3
Master's
Self-Employed
27.25148
Rural
Comprehensive
null
19
null
5
2021-04-19 15:21:39.180553
null
Yes
Daily
House
1,442
33,589
35
Male
55,685
Married
0
Bachelor's
null
31.564367
Urban
Basic
2
13
426
3
2022-03-28 15:21:39.237118
Average
Yes
Daily
Apartment
1,099
33,590
54
Male
61,540
Single
4
Master's
Unemployed
null
Rural
Basic
1
15
785
2
2021-06-01 15:21:39.282785
Poor
Yes
Monthly
Condo
2,666
33,591
38
Male
33,221
Divorced
2
Bachelor's
Self-Employed
27.170969
Urban
Comprehensive
1
18
542
3
2024-01-25 15:21:39.250151
Good
Yes
Daily
Condo
438
33,592
42
Female
26
Single
2
Master's
Unemployed
11.528918
Urban
Comprehensive
1
15
728
8
2022-02-23 15:21:39.190215
Poor
No
Daily
House
1,804
33,593
19
Female
144,955
Married
4
Master's
null
37.058906
Urban
Premium
1
5
447
8
2020-05-11 15:21:39.172097
Good
Yes
Weekly
Apartment
1,423
33,594
32
Male
9,426
Married
0
Master's
null
29.079887
Suburban
Comprehensive
2
9
582
3
2020-12-30 15:21:39.117183
Average
Yes
Rarely
Apartment
251
33,595
54
Male
148,625
Divorced
1
Bachelor's
Employed
14.363909
Rural
Premium
0
13
844
6
2021-12-17 15:21:39.190215
Average
Yes
Weekly
Condo
256
33,596
29
Female
48,885
Divorced
2
Bachelor's
Unemployed
39.781491
Urban
Basic
3
8
730
8
2021-01-29 15:21:39.134960
Average
Yes
Monthly
House
2,522
33,597
28
Male
15,253
Married
4
Bachelor's
Employed
17.058981
Urban
Basic
0
3
581
5
2023-08-21 15:21:39.204790
Good
Yes
Weekly
House
961
33,598
37
Female
16,054
Married
1
Master's
Unemployed
14.965667
Rural
Premium
null
19
778
2
2020-03-26 15:21:39.102694
Poor
No
Rarely
Condo
648
33,599
45
Male
149,737
Single
0
Master's
Unemployed
36.436319
Urban
Premium
2
6
336
9
2022-03-30 15:21:39.149731
Average
No
Weekly
Apartment
1,034