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
23,800
34
Male
18,351
Single
4
Master's
null
33.647318
Rural
Basic
0
5
658
4
2024-03-30 15:21:39.181605
Poor
No
Rarely
Condo
1,459
23,801
49
Female
2,965
Married
3
High School
null
33.874233
Rural
Comprehensive
2
16
null
2
2024-01-02 15:21:39.165120
Good
Yes
Rarely
Condo
3,696
23,802
34
Female
29,087
Single
3
Bachelor's
Employed
35.751958
Suburban
Basic
2
12
398
6
2021-09-26 15:21:39.264504
Average
Yes
Monthly
Condo
725
23,803
27
Male
6,093
Married
4
Master's
null
31.836166
Rural
Premium
null
5
543
1
2024-08-02 15:21:39.181605
Good
Yes
Monthly
House
831
23,804
32
Female
71,674
Married
0
Bachelor's
Self-Employed
4.958788
Suburban
Comprehensive
null
5
566
9
2022-01-22 15:21:39.237118
Average
No
Monthly
House
119
23,805
48
Female
35,701
Married
0
Bachelor's
Employed
16.237088
Suburban
Comprehensive
1
3
563
4
2022-08-07 15:21:39.155231
Good
Yes
Weekly
Condo
1,244
23,806
30
Male
18,031
Divorced
4
High School
Employed
6.592035
Suburban
Basic
1
12
526
1
2023-07-01 15:21:39.151732
Good
No
Rarely
House
1,190
23,807
58
Male
616
Married
0
Master's
null
8.922338
Urban
Premium
1
17
null
1
2022-03-09 15:21:39.119168
Average
No
Rarely
Condo
2,288
23,808
20
Male
18,340
Divorced
null
Master's
Employed
null
Suburban
Comprehensive
2
17
null
1
2021-01-01 15:21:39.155231
Poor
Yes
Rarely
House
1,708
23,809
63
Male
40,791
Married
2
High School
Self-Employed
11.098285
Suburban
Basic
1
9
826
6
2024-01-27 15:21:39.194829
Good
Yes
Weekly
House
815
23,810
null
Male
30,450
Divorced
0
Master's
Self-Employed
43.382278
Rural
Comprehensive
2
7
565
3
2019-09-01 15:21:39.098696
Good
Yes
Weekly
Apartment
521
23,811
49
Male
11,341
Married
0
PhD
Self-Employed
13.138932
Suburban
Basic
null
17
796
3
2021-02-22 15:21:39.267454
Good
Yes
Monthly
Condo
3,972
23,812
19
Male
34,455
Married
0
Master's
null
7.192213
Urban
Premium
2
8
836
5
2022-01-12 15:21:39.132191
Average
No
Daily
Apartment
1,738
23,813
27
Female
18,424
Married
3
Master's
Employed
17.836641
Suburban
Comprehensive
0
12
404
7
2023-07-02 15:21:39.184157
Good
No
Weekly
House
651
23,814
28
Male
45,926
Divorced
3
Bachelor's
null
11.331033
Urban
Comprehensive
null
17
787
5
2022-06-29 15:21:39.233485
Good
Yes
Weekly
House
588
23,815
58
Male
58,849
Married
3
Bachelor's
Unemployed
15.39339
Urban
Premium
null
2
761
3
2022-09-26 15:21:39.134960
Poor
No
Weekly
Apartment
72
23,816
52
Female
16,016
Married
3
Master's
null
13.818189
Urban
Premium
null
2
306
7
2021-04-30 15:21:39.208842
Good
No
Weekly
Condo
657
23,817
23
Male
43,820
Single
4
High School
Unemployed
30.749482
Suburban
Premium
null
15
783
2
2024-05-10 15:21:39.190215
Poor
Yes
Rarely
House
584
23,818
48
Female
11,892
Married
3
High School
null
18.160522
Suburban
Premium
0
18
637
5
2019-09-14 15:21:39.097737
Good
Yes
Daily
Apartment
1,251
23,819
29
Female
18,421
Single
4
High School
Employed
28.017417
Rural
Basic
null
0
547
6
2020-03-25 15:21:39.079128
Good
No
Rarely
House
1,236
23,820
44
Male
1,664
Divorced
4
PhD
null
28.44753
Urban
Comprehensive
1
3
424
3
2023-01-13 15:21:39.237118
Good
No
Rarely
Condo
62
23,821
38
Male
1,478
Divorced
2
High School
null
51.591717
Suburban
Premium
null
18
752
1
2020-08-29 15:21:39.146733
Poor
Yes
Rarely
Apartment
641
23,822
61
Male
3,936
Divorced
1
Bachelor's
Employed
31.650046
Rural
Basic
1
1
764
6
2022-12-13 15:21:39.237118
Average
No
Weekly
House
291
23,823
54
Male
25,809
Married
2
Master's
Unemployed
37.92818
Suburban
Premium
null
1
784
1
2023-08-31 15:21:39.177724
Poor
Yes
Daily
House
996
23,824
35
Male
100,217
Single
2
PhD
null
17.917289
Rural
Comprehensive
1
16
491
3
2022-06-10 15:21:39.201446
Average
No
Daily
Apartment
280
23,825
null
Female
3,173
Married
null
High School
Self-Employed
41.726977
Urban
Premium
2
8
581
2
2022-11-16 15:21:39.213373
Good
No
Daily
House
1,509
23,826
20
Male
5,942
Divorced
1
Master's
Self-Employed
46.606521
Rural
Premium
0
15
758
3
2021-04-22 15:21:39.112553
Average
Yes
Daily
House
28
23,827
52
Female
16,992
Married
1
Master's
Employed
47.908259
Suburban
Comprehensive
2
0
696
6
2024-03-18 15:21:39.272456
Poor
Yes
Weekly
House
709
23,828
38
Female
2,586
Divorced
2
PhD
null
31.934839
Urban
Premium
1
6
767
5
2019-09-25 15:21:39.223901
Poor
No
Rarely
Apartment
1,767
23,829
40
Male
5,718
Married
null
High School
Employed
null
Suburban
Basic
1
12
806
7
2022-02-06 15:21:39.266452
null
No
Rarely
Condo
1,111
23,830
60
Female
131,461
Single
3
PhD
Self-Employed
27.63987
Suburban
Basic
1
0
319
6
2021-05-28 15:21:39.100695
Average
No
Monthly
Condo
26
23,831
44
Male
4,094
Divorced
2
Bachelor's
null
29.127871
Rural
Basic
2
18
null
8
2023-10-20 15:21:39.094752
Average
No
Daily
Condo
2,327
23,832
58
Male
28,680
Married
0
High School
Employed
null
Rural
Basic
2
13
838
7
2020-02-01 15:21:39.288099
Poor
No
Rarely
Apartment
1,284
23,833
40
Female
29,861
Divorced
3
PhD
null
33.51999
Rural
Comprehensive
null
15
377
6
2020-05-05 15:21:39.175719
Average
Yes
Weekly
Condo
1,104
23,834
55
Female
17,963
Divorced
1
Bachelor's
Employed
5.948133
Suburban
Comprehensive
null
1
603
7
2019-11-28 15:21:39.096739
Poor
No
Daily
Condo
441
23,835
39
Male
29,061
Married
3
Master's
Unemployed
44.787897
Suburban
Basic
1
15
480
5
2021-08-27 15:21:39.258696
Average
Yes
Rarely
Condo
3,147
23,836
24
Female
20,881
Divorced
2
Bachelor's
Self-Employed
24.397925
Suburban
Premium
1
12
null
5
2021-07-14 15:21:39.246098
Poor
No
Rarely
Apartment
852
23,837
64
Female
104,742
Single
3
Bachelor's
null
40.895942
Rural
Comprehensive
0
9
428
2
2023-08-28 15:21:39.149731
Poor
No
Rarely
House
148
23,838
26
Female
143,650
Divorced
2
PhD
Self-Employed
13.876389
Urban
Basic
1
10
482
5
2023-04-06 15:21:39.290098
null
No
Weekly
House
870
23,839
40
Female
142,368
Single
1
Bachelor's
Self-Employed
19.706025
Suburban
Comprehensive
2
3
821
7
2020-01-05 15:21:39.130190
Poor
Yes
Monthly
House
28
23,840
56
Male
506
Divorced
null
Master's
Self-Employed
42.896038
Suburban
Premium
3
8
null
7
2020-01-03 15:21:39.152732
Good
Yes
Rarely
Apartment
2,045
23,841
39
Female
65,796
Single
1
Bachelor's
Employed
24.535634
Urban
Comprehensive
null
12
573
9
2020-12-04 15:21:39.250151
Average
Yes
Monthly
Apartment
155
23,842
24
Female
35,223
Divorced
4
Master's
Employed
null
Rural
Comprehensive
0
11
611
5
2023-07-16 15:21:39.079128
Good
Yes
Weekly
House
1,094
23,843
47
Female
62,400
Divorced
null
High School
Unemployed
9.077749
Suburban
Basic
1
0
394
9
2020-03-12 15:21:39.149731
Good
Yes
Monthly
Apartment
562
23,844
36
Female
39,589
Single
1
PhD
null
34.946349
Urban
Comprehensive
1
11
579
8
2019-09-29 15:21:39.279729
Good
Yes
Weekly
Apartment
923
23,845
42
Female
3,195
Married
4
Master's
Employed
45.496409
Rural
Basic
0
2
null
5
2023-12-11 15:21:39.152732
Good
Yes
Weekly
Apartment
38
23,846
21
Female
27,824
Married
1
PhD
null
29.895116
Urban
Comprehensive
1
0
421
2
2023-02-28 15:21:39.132191
Poor
No
Monthly
Condo
1,233
23,847
55
Female
19,499
Divorced
1
PhD
Employed
25.85861
Urban
Comprehensive
0
11
745
3
2023-10-20 15:21:39.098696
Good
No
Monthly
Apartment
1,117
23,848
18
Female
25,773
Married
0
High School
Self-Employed
47.929349
Suburban
Basic
2
17
564
2
2022-07-21 15:21:39.089116
Good
Yes
Weekly
Condo
2,832
23,849
64
Male
27,950
Single
3
PhD
Employed
17.826559
Suburban
Basic
0
8
null
3
2021-02-22 15:21:39.176717
Good
No
Rarely
Condo
1,037
23,850
38
Female
46,110
Single
3
PhD
Employed
35.671118
Urban
Comprehensive
0
4
786
2
2021-11-04 15:21:39.290098
Poor
No
Weekly
Apartment
607
23,851
64
Female
27,358
Divorced
4
PhD
null
35.638383
Rural
Comprehensive
null
13
null
7
2021-09-13 15:21:39.237118
Average
No
Daily
House
2,457
23,852
47
Male
27,300
Single
4
PhD
null
48.770823
Rural
Basic
null
16
552
4
2024-08-15 15:21:39.134960
Poor
Yes
Daily
House
1,020
23,853
26
Male
28,408
Divorced
4
PhD
Unemployed
25.865331
Urban
Premium
null
1
534
6
2024-01-08 15:21:39.134960
Good
Yes
Monthly
House
25
23,854
24
Female
547
Single
2
High School
null
19.893243
Rural
Comprehensive
0
1
481
8
2024-06-08 15:21:39.192212
Good
Yes
Rarely
Condo
24
23,855
39
Male
6,096
Married
4
High School
Employed
20.926652
Rural
Basic
0
14
568
6
2020-04-04 15:21:39.247098
Average
Yes
Rarely
House
1,754
23,856
64
Male
3,958
Married
1
High School
Employed
13.57306
Rural
Comprehensive
3
8
355
2
2022-11-26 15:21:39.288099
Good
No
Daily
Apartment
3,564
23,857
31
Female
45,907
Married
0
High School
Self-Employed
17.867653
Rural
Comprehensive
1
19
752
3
2022-07-12 15:21:39.112553
Average
Yes
Weekly
Apartment
434
23,858
19
Female
4,470
Married
4
High School
null
9.738222
Urban
Premium
null
17
509
9
2021-09-06 15:21:39.246098
Average
No
Rarely
House
186
23,859
40
Female
45,729
Single
2
Master's
null
21.081689
Urban
Premium
1
15
594
9
2019-11-17 15:21:39.286113
Good
No
Rarely
House
2,198
23,860
45
Male
3,649
Single
0
PhD
Employed
5.452423
Suburban
Premium
0
9
578
1
2021-08-24 15:21:39.165120
Poor
No
Rarely
House
2,113
23,861
18
Male
3,896
Divorced
4
Bachelor's
Unemployed
50.826238
Rural
Premium
1
18
508
9
2019-12-11 15:21:39.123711
Good
No
Weekly
Condo
958
23,862
40
Male
7,163
Married
3
Bachelor's
Self-Employed
17.097196
Suburban
Basic
null
15
394
3
2021-08-22 15:21:39.134960
Good
No
Monthly
House
1,420
23,863
41
Male
19,842
Divorced
0
Bachelor's
null
6.658837
Suburban
Comprehensive
0
3
462
2
2020-09-16 15:21:39.212862
Average
No
Weekly
House
934
23,864
50
Female
538
Single
3
Bachelor's
null
12.898693
Rural
Comprehensive
1
7
397
8
2023-07-11 15:21:39.134960
Average
Yes
Weekly
House
1,004
23,865
40
Female
1,189
Divorced
4
PhD
null
9.247079
Rural
Premium
4
0
382
8
2021-02-27 15:21:39.155231
Good
No
Monthly
House
2,347
23,866
25
Male
27,382
Married
1
PhD
Unemployed
21.618049
Rural
Comprehensive
2
9
595
7
2024-06-21 15:21:39.237118
Poor
No
Daily
Apartment
2,989
23,867
41
Male
17,093
Single
4
High School
Unemployed
20.828409
Urban
Premium
null
4
398
3
2023-04-26 15:21:39.144722
Average
Yes
Rarely
Condo
566
23,868
43
Male
25,881
Divorced
1
High School
Self-Employed
46.951147
Urban
Premium
0
5
543
9
2022-09-01 15:21:39.211806
Average
Yes
Daily
Condo
523
23,869
48
Female
5,935
Married
0
PhD
Unemployed
12.177021
Urban
Comprehensive
0
7
707
4
2022-06-20 15:21:39.134960
Average
Yes
Monthly
Apartment
1,209
23,870
20
Male
3,245
Divorced
4
Master's
Self-Employed
46.371137
Suburban
Premium
null
3
767
8
2024-07-13 15:21:39.132191
Average
No
Daily
Apartment
3,436
23,871
33
Male
36,292
Divorced
1
Bachelor's
null
30.567164
Urban
Comprehensive
0
1
null
4
2022-09-19 15:21:39.092127
Poor
No
Weekly
Condo
642
23,872
47
Male
1,748
Divorced
4
High School
Unemployed
4.270833
Suburban
Premium
null
3
328
9
2024-06-09 15:21:39.278402
Poor
No
Monthly
Apartment
790
23,873
37
Male
71,216
Divorced
4
High School
Unemployed
8.854666
Urban
Comprehensive
null
3
376
8
2021-02-12 15:21:39.082499
Average
Yes
Weekly
Apartment
1,101
23,874
41
Female
73,048
Married
2
Master's
null
13.241976
Suburban
Premium
2
9
674
4
2020-03-19 15:21:39.094752
Poor
No
Rarely
Condo
227
23,875
37
Male
30,963
Divorced
1
High School
Unemployed
29.878313
Urban
Basic
1
6
721
8
2022-01-06 15:21:39.283783
Average
Yes
Rarely
Condo
861
23,876
32
Female
37,197
Single
4
Bachelor's
Unemployed
null
Urban
Premium
0
16
597
9
2023-04-11 15:21:39.222387
Average
Yes
Monthly
House
1,348
23,877
41
Male
35,126
Married
0
High School
Unemployed
12.454632
Rural
Basic
1
3
646
6
2022-04-23 15:21:39.290098
Good
No
Rarely
House
2,341
23,878
47
Female
83,770
Single
4
Bachelor's
Self-Employed
null
Suburban
Comprehensive
3
19
615
8
2020-06-05 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,315
23,879
21
Male
56,081
Single
2
Master's
Employed
27.013494
Urban
Comprehensive
1
7
784
5
2021-12-09 15:21:39.285112
Poor
Yes
Monthly
House
296
23,880
20
Female
43,485
Married
1
Bachelor's
Unemployed
39.62984
Urban
Comprehensive
0
12
528
7
2022-05-08 15:21:39.087123
Average
No
Weekly
Apartment
676
23,881
26
Male
102,976
Single
3
Bachelor's
Unemployed
31.848335
Urban
Premium
0
3
461
8
2023-02-21 15:21:39.094752
null
No
Rarely
Apartment
860
23,882
24
Male
null
Single
3
Master's
Employed
19.267059
Urban
Premium
2
19
829
6
2023-03-30 15:21:39.149731
Good
Yes
Daily
Apartment
270
23,883
58
Male
9,861
Single
0
PhD
Employed
33.185624
Rural
Comprehensive
null
8
null
2
2023-03-30 15:21:39.237118
null
Yes
Daily
Condo
303
23,884
19
Female
7,874
Married
1
Bachelor's
Self-Employed
13.304044
Rural
Premium
1
10
564
6
2022-11-12 15:21:39.287115
Good
Yes
Daily
House
646
23,885
37
Male
43,970
Married
0
Bachelor's
Employed
27.878273
Suburban
Comprehensive
0
17
746
2
2022-02-06 15:21:39.237118
Average
No
Weekly
House
34
23,886
27
Male
27,192
Married
3
High School
Unemployed
25.481974
Rural
Premium
null
1
661
8
2023-02-24 15:21:39.134960
Average
Yes
Weekly
Condo
676
23,887
41
Female
7,087
Divorced
4
Bachelor's
null
15.024616
Rural
Premium
0
9
571
6
2021-10-04 15:21:39.123711
Average
No
Weekly
Apartment
1,087
23,888
37
Male
71,097
Divorced
3
Master's
Employed
34.935276
Rural
Comprehensive
null
4
450
1
2022-03-20 15:21:39.183598
Average
No
Daily
House
741
23,889
63
Female
20,254
Married
4
High School
Unemployed
49.919145
Rural
Basic
0
17
382
1
2020-12-04 15:21:39.228521
Poor
Yes
Daily
House
813
23,890
19
Male
649
Married
2
Master's
Employed
26.582434
Urban
Comprehensive
1
4
472
2
2022-11-11 15:21:39.226954
Average
Yes
Rarely
House
1,460
23,891
64
Female
3,486
Married
0
Master's
null
4.132874
Rural
Comprehensive
0
2
346
8
2019-11-21 15:21:39.216387
Poor
No
Monthly
Apartment
567
23,892
48
Female
2,906
Married
3
High School
Employed
22.683618
Urban
Premium
2
17
796
1
2022-01-04 15:21:39.107553
Good
Yes
Daily
Condo
1,142
23,893
42
Male
82,864
Divorced
2
Master's
Unemployed
39.632103
Suburban
Premium
2
10
457
9
2020-09-23 15:21:39.086123
Average
No
Monthly
Apartment
978
23,894
60
Male
87,534
Married
3
High School
null
null
Urban
Basic
null
5
null
9
2021-02-04 15:21:39.237118
Average
Yes
Monthly
House
1,867
23,895
36
Male
2,543
Divorced
1
Master's
null
13.284549
Urban
Comprehensive
1
14
647
8
2024-05-23 15:21:39.182597
Good
Yes
Monthly
Apartment
3,308
23,896
63
Female
668
Divorced
1
PhD
Self-Employed
41.812358
Rural
Basic
null
0
494
3
2023-12-31 15:21:39.181605
Poor
Yes
Monthly
Condo
575
23,897
25
Male
35,321
Single
4
Master's
Unemployed
22.057439
Urban
Premium
0
8
574
1
2023-06-17 15:21:39.092127
Good
No
Monthly
Condo
764
23,898
24
Male
1,079
Divorced
0
Bachelor's
Self-Employed
19.322727
Urban
Basic
null
19
505
9
2021-07-23 15:21:39.134960
Poor
Yes
Rarely
Apartment
110
23,899
61
Female
110,999
Single
3
PhD
Employed
9.593332
Rural
Basic
1
3
478
8
2021-04-14 15:21:39.134960
Average
No
Rarely
Condo
52