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
1,193,800
34
Male
null
Divorced
2
High School
Employed
11.755017
Urban
Comprehensive
2
19
764
4
2022-04-07 15:21:39.230483
Good
No
Weekly
House
3,174
1,193,801
54
Male
61,531
Single
1
High School
null
null
Urban
Premium
0
15
456
1
2020-09-07 15:21:39.208842
Average
Yes
Weekly
House
590
1,193,802
31
Female
43,475
Married
3
PhD
Unemployed
41.722178
Urban
Comprehensive
null
17
782
3
2020-11-29 15:21:39.134960
Good
Yes
Weekly
House
629
1,193,803
19
Male
2,598
Single
0
PhD
Unemployed
37.943481
Rural
Basic
null
8
797
5
2019-08-25 15:21:39.245086
Good
Yes
Daily
Condo
438
1,193,804
21
Male
8,881
Married
1
PhD
null
13.812843
Rural
Comprehensive
0
14
null
1
2023-01-13 15:21:39.237118
Average
No
Rarely
Apartment
554
1,193,805
29
Female
1,348
Single
2
PhD
Self-Employed
15.727645
Suburban
Basic
3
6
473
6
2020-05-10 15:21:39.254678
Good
No
Rarely
House
183
1,193,806
19
Male
14,053
Divorced
3
High School
Employed
13.4945
Suburban
Premium
0
7
645
2
2024-01-23 15:21:39.166062
Poor
Yes
Weekly
Apartment
4,948
1,193,807
26
Male
2,748
Married
null
PhD
Self-Employed
10.306818
Rural
Basic
3
16
689
3
2019-09-12 15:21:39.101733
Poor
No
Daily
Condo
138
1,193,808
21
Female
93,433
Single
4
PhD
Unemployed
33.827678
Rural
Basic
0
1
579
6
2022-08-29 15:21:39.222387
Good
No
Daily
Condo
392
1,193,809
22
Female
60,776
Divorced
2
Master's
Self-Employed
25.369927
Suburban
Basic
2
18
784
5
2023-06-15 15:21:39.123711
null
Yes
Monthly
Condo
615
1,193,810
42
Female
117,081
Divorced
0
Master's
Self-Employed
4.869207
Urban
Basic
1
7
431
4
2024-04-24 15:21:39.153889
Poor
No
Daily
Apartment
434
1,193,811
58
Female
20,861
Married
0
Bachelor's
Unemployed
17.923645
Suburban
Premium
null
13
667
5
2022-08-02 15:21:39.082499
Poor
No
Rarely
Apartment
2,377
1,193,812
22
Male
1,204
Divorced
null
High School
Self-Employed
40.038477
Suburban
Comprehensive
1
0
null
2
2021-10-03 15:21:39.081504
Good
No
Daily
Condo
254
1,193,813
27
Male
32,019
Divorced
2
Bachelor's
null
null
Suburban
Basic
null
7
707
5
2019-12-31 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,972
1,193,814
57
Male
54,440
Single
2
PhD
Self-Employed
44.773069
Suburban
Comprehensive
0
10
351
6
2020-08-15 15:21:39.176717
Good
No
Weekly
Apartment
1,557
1,193,815
64
Female
109,938
Divorced
0
Bachelor's
Employed
29.34731
Suburban
Comprehensive
null
13
null
5
2022-08-29 15:21:39.285112
null
No
Rarely
Apartment
3,072
1,193,816
60
Male
11,980
Single
3
PhD
null
36.721195
Rural
Basic
null
12
null
4
2020-10-19 15:21:39.079128
null
Yes
Rarely
Condo
1,681
1,193,817
62
Male
391
Married
null
High School
null
19.079072
Suburban
Premium
null
8
386
3
2020-05-29 15:21:39.120168
Poor
No
Monthly
Condo
2,922
1,193,818
47
Male
46,260
Single
2
High School
Employed
20.58995
Urban
Basic
2
0
null
7
2019-10-08 15:21:39.155231
null
No
Weekly
House
1,444
1,193,819
42
Male
134,919
Divorced
1
PhD
Self-Employed
46.966788
Urban
Comprehensive
null
5
null
9
2020-12-12 15:21:39.188220
Poor
Yes
Monthly
Apartment
139
1,193,820
50
Male
20,262
Married
2
High School
Unemployed
5.841289
Rural
Basic
1
16
537
5
2022-10-24 15:21:39.148733
Average
No
Rarely
House
919
1,193,821
34
Female
28,561
Single
0
High School
Employed
12.592675
Suburban
Comprehensive
0
18
785
8
2020-03-17 15:21:39.248098
Good
Yes
Daily
Apartment
648
1,193,822
57
Female
7,040
Divorced
0
High School
Unemployed
39.695584
Rural
Comprehensive
1
11
782
6
2023-03-14 15:21:39.197445
Poor
No
Daily
House
368
1,193,823
62
Female
43,414
Single
4
PhD
Employed
12.846108
Suburban
Basic
null
7
562
5
2020-05-03 15:21:39.182597
Good
No
Rarely
House
347
1,193,824
37
Male
null
Single
2
Bachelor's
Self-Employed
51.792659
Suburban
Comprehensive
1
17
382
5
2020-06-07 15:21:39.126661
Average
Yes
Daily
House
731
1,193,825
50
Female
16,459
Married
4
Bachelor's
Unemployed
48.495726
Suburban
Comprehensive
null
19
630
8
2021-01-25 15:21:39.226954
Average
No
Daily
Apartment
1,963
1,193,826
41
Female
null
Married
3
High School
null
52.952633
Suburban
Premium
1
14
632
4
2022-03-06 15:21:39.237118
Average
No
Daily
Condo
1,368
1,193,827
52
Male
null
Divorced
1
PhD
null
41.642495
Urban
Comprehensive
1
18
653
4
2020-10-27 15:21:39.186212
Poor
No
Weekly
Apartment
391
1,193,828
45
Male
15,200
Married
3
PhD
Unemployed
29.818781
Rural
Basic
0
17
453
8
2023-06-21 15:21:39.252145
Poor
No
Daily
Condo
471
1,193,829
41
Female
44,477
Married
2
High School
Unemployed
24.914086
Suburban
Premium
1
1
425
5
2020-07-01 15:21:39.206847
Poor
No
Daily
House
444
1,193,830
37
Female
59,839
Single
2
Bachelor's
Self-Employed
20.924554
Urban
Comprehensive
2
1
431
2
2020-03-25 15:21:39.086123
Average
Yes
Daily
Condo
1,670
1,193,831
40
Male
8,094
Single
4
High School
Self-Employed
13.557715
Rural
Basic
2
2
null
7
2024-05-26 15:21:39.208842
Average
Yes
Monthly
Apartment
104
1,193,832
42
Male
null
Married
0
Master's
null
20.965266
Urban
Premium
1
14
316
8
2023-10-06 15:21:39.168099
Poor
No
Weekly
House
431
1,193,833
null
Male
1,389
Married
4
Bachelor's
Employed
23.552631
Rural
Basic
null
2
374
9
2020-05-27 15:21:39.251142
Poor
No
Weekly
House
1,245
1,193,834
30
Female
23,142
Single
2
Bachelor's
Unemployed
28.140863
Rural
Premium
0
15
704
9
2020-04-07 15:21:39.256696
Good
Yes
Rarely
House
1,630
1,193,835
61
Male
43,841
Single
0
High School
Employed
20.887937
Rural
Comprehensive
0
12
537
2
2019-12-24 15:21:39.244069
Good
No
Weekly
Condo
893
1,193,836
47
Male
3,733
Divorced
3
PhD
Unemployed
26.691921
Suburban
Basic
1
15
578
6
2023-02-24 15:21:39.237118
Good
No
Weekly
House
3,560
1,193,837
40
Male
4,466
Single
1
Master's
null
12.717605
Rural
Basic
1
15
784
3
2021-03-15 15:21:39.179186
Poor
Yes
Monthly
Apartment
2,268
1,193,838
33
Male
39,613
Divorced
0
PhD
Self-Employed
17.79255
Rural
Comprehensive
0
18
748
6
2024-06-25 15:21:39.223901
Poor
No
Daily
House
1,911
1,193,839
60
Male
12,981
Divorced
null
PhD
Employed
19.743254
Suburban
Premium
0
15
493
4
2022-03-12 15:21:39.118178
Poor
Yes
Weekly
House
34
1,193,840
56
Female
11,445
Married
3
Master's
Self-Employed
9.568527
Suburban
Comprehensive
null
16
812
5
2019-09-15 15:21:39.253660
Poor
No
Daily
Apartment
591
1,193,841
61
Male
null
Single
null
High School
null
52.993816
Rural
Premium
1
0
543
5
2021-09-03 15:21:39.123711
Poor
No
Rarely
Apartment
744
1,193,842
60
Male
44,624
Married
2
PhD
Self-Employed
9.543273
Suburban
Basic
null
17
547
6
2024-01-01 15:21:39.155231
Average
No
Weekly
Apartment
2,556
1,193,843
57
Male
27,982
Divorced
null
High School
Employed
27.010601
Suburban
Comprehensive
1
4
748
4
2019-09-09 15:21:39.093681
Poor
No
Rarely
House
1,055
1,193,844
18
Female
2,399
Married
0
Master's
Unemployed
15.095759
Rural
Comprehensive
0
10
508
4
2021-04-21 15:21:39.237118
Good
Yes
Monthly
House
2,579
1,193,845
20
Male
6,931
Divorced
2
High School
Employed
36.705503
Urban
Premium
4
8
302
8
2024-04-14 15:21:39.114118
Poor
No
Daily
House
876
1,193,846
25
Female
72,973
Married
1
Bachelor's
Unemployed
20.068535
Rural
Comprehensive
2
5
372
8
2020-04-05 15:21:39.237118
Good
No
Weekly
Apartment
790
1,193,847
62
Female
36,927
Divorced
0
High School
Unemployed
30.849629
Urban
Premium
2
9
577
2
2020-10-08 15:21:39.134960
Average
Yes
Rarely
Condo
322
1,193,848
55
Female
44,667
Married
2
PhD
Employed
12.65888
Urban
Comprehensive
1
17
496
2
2023-05-12 15:21:39.173834
Poor
Yes
Rarely
Condo
1,819
1,193,849
31
Male
80,152
Divorced
0
High School
Self-Employed
5.945673
Urban
Comprehensive
2
18
327
1
2019-11-21 15:21:39.219432
Poor
Yes
Monthly
House
1,501
1,193,850
37
Male
92,745
Divorced
3
Bachelor's
null
49.587079
Urban
Comprehensive
1
1
663
3
2024-05-20 15:21:39.155231
Good
Yes
Rarely
Condo
3,132
1,193,851
33
Female
2,694
Single
1
PhD
null
25.26694
Rural
Premium
0
13
473
3
2024-01-11 15:21:39.133866
Average
No
Monthly
Apartment
1,057
1,193,852
43
Female
127,749
Single
4
PhD
null
35.897789
Rural
Basic
4
19
406
6
2021-04-10 15:21:39.257696
Average
No
Rarely
Apartment
452
1,193,853
39
Female
61,894
Married
4
High School
Unemployed
null
Suburban
Premium
1
8
453
7
2019-12-07 15:21:39.112553
Good
No
Rarely
Apartment
1,593
1,193,854
39
Female
105,469
Single
3
High School
Unemployed
null
Rural
Basic
null
10
309
2
2022-01-14 15:21:39.155231
Good
No
Monthly
Apartment
488
1,193,855
22
Male
27,354
Divorced
3
High School
Self-Employed
25.785826
Urban
Comprehensive
0
19
604
7
2022-02-21 15:21:39.134960
Average
No
Monthly
Condo
1,401
1,193,856
18
Male
53,338
Single
3
Master's
Employed
15.881666
Rural
Basic
1
1
336
6
2024-05-20 15:21:39.154008
Good
No
Monthly
House
1,872
1,193,857
38
Female
16,805
Divorced
0
Master's
Unemployed
36.875037
Urban
Comprehensive
1
14
559
7
2021-10-21 15:21:39.231531
Average
No
Rarely
Condo
2,428
1,193,858
48
Male
62,234
Single
null
High School
Self-Employed
23.91223
Urban
Comprehensive
0
7
476
7
2022-02-24 15:21:39.134960
Average
Yes
Daily
Apartment
1,990
1,193,859
57
Male
38,963
Married
3
High School
Unemployed
15.430423
Urban
Basic
0
14
706
7
2021-10-17 15:21:39.155231
Average
Yes
Weekly
House
2,045
1,193,860
61
Female
7,791
Married
3
PhD
Employed
48.914595
Rural
Comprehensive
null
17
null
8
2023-07-26 15:21:39.155231
Good
No
Daily
Apartment
681
1,193,861
61
Female
141,830
Married
3
PhD
Unemployed
36.929646
Rural
Premium
2
15
346
9
2021-05-09 15:21:39.155231
Good
Yes
Rarely
Condo
24
1,193,862
42
Female
30,373
Single
null
PhD
null
17.947707
Urban
Comprehensive
0
14
838
7
2020-06-20 15:21:39.155231
Poor
Yes
Daily
Apartment
790
1,193,863
53
Male
69,766
Married
1
PhD
Self-Employed
35.822654
Rural
Comprehensive
0
19
573
1
2023-09-22 15:21:39.122134
null
No
Weekly
Condo
434
1,193,864
35
Male
135,796
Married
1
PhD
Self-Employed
24.91374
Urban
Basic
null
9
398
2
2022-07-30 15:21:39.197445
Poor
Yes
Rarely
Condo
699
1,193,865
53
Female
18,098
Married
3
PhD
Employed
12.18586
Rural
Basic
1
9
null
5
2021-02-25 15:21:39.274993
Good
No
Rarely
Condo
939
1,193,866
53
Female
11,566
Married
1
High School
Self-Employed
19.939758
Suburban
Basic
0
15
526
2
2020-04-14 15:21:39.202448
Good
Yes
Monthly
Apartment
115
1,193,867
20
Male
20,571
Single
4
Bachelor's
Self-Employed
12.927897
Urban
Premium
2
9
null
7
2021-07-29 15:21:39.081504
Poor
No
Rarely
Condo
813
1,193,868
45
Male
21,223
Married
4
Master's
Unemployed
29.108968
Urban
Basic
0
6
679
4
2020-06-13 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,520
1,193,869
55
Female
14,415
Married
0
PhD
Employed
20.790529
Suburban
Comprehensive
null
5
null
4
2020-06-23 15:21:39.256696
Average
No
Weekly
Condo
573
1,193,870
25
Female
14,085
Married
null
Bachelor's
null
18.934944
Urban
Comprehensive
0
9
null
8
2020-02-22 15:21:39.134960
Average
Yes
Weekly
Apartment
1,331
1,193,871
39
Male
10,791
Single
1
High School
Employed
28.7444
Urban
Premium
2
5
837
9
2021-05-20 15:21:39.181605
Good
Yes
Rarely
Condo
412
1,193,872
37
Female
9,082
Married
2
PhD
Unemployed
13.955184
Urban
Comprehensive
0
18
690
6
2021-05-11 15:21:39.097737
Poor
Yes
Weekly
Condo
821
1,193,873
61
Male
29,095
Divorced
4
PhD
Unemployed
40.31985
Rural
Basic
null
1
447
9
2023-02-02 15:21:39.202448
Good
Yes
Daily
House
1,062
1,193,874
20
Female
36,506
Single
3
Master's
Self-Employed
24.637307
Suburban
Comprehensive
1
2
809
2
2023-08-07 15:21:39.274993
Average
Yes
Monthly
Condo
943
1,193,875
55
Male
16,892
Divorced
4
High School
null
42.131577
Rural
Comprehensive
null
9
542
9
2023-01-13 15:21:39.144722
Poor
No
Weekly
Apartment
2,350
1,193,876
19
Male
131,171
Single
1
Bachelor's
Unemployed
19.994595
Suburban
Premium
1
7
null
9
2020-09-01 15:21:39.223390
Good
Yes
Rarely
Condo
3,745
1,193,877
60
Male
5,791
Single
1
Bachelor's
null
8.965142
Rural
Comprehensive
1
13
null
2
2022-09-06 15:21:39.134960
Good
No
Monthly
Apartment
1,797
1,193,878
33
Male
15,610
Married
4
PhD
Employed
12.924432
Suburban
Comprehensive
2
0
336
9
2021-10-12 15:21:39.286113
Poor
No
Daily
House
1,136
1,193,879
54
Female
64,895
Married
4
PhD
Self-Employed
6.410735
Rural
Premium
2
18
462
7
2023-05-06 15:21:39.190215
Good
Yes
Monthly
Apartment
3,341
1,193,880
43
Female
619
Married
3
PhD
Employed
14.959381
Rural
Basic
null
3
575
4
2021-09-01 15:21:39.147735
Poor
No
Monthly
House
2,160
1,193,881
41
Male
1,237
Divorced
0
Bachelor's
Unemployed
22.086248
Rural
Comprehensive
0
0
437
6
2021-04-27 15:21:39.208842
Good
Yes
Daily
Apartment
652
1,193,882
50
Female
26,962
Divorced
1
PhD
Self-Employed
16.486928
Suburban
Premium
null
17
785
5
2024-04-07 15:21:39.278402
Good
Yes
Monthly
Apartment
917
1,193,883
33
Male
5,879
Married
0
PhD
Unemployed
26.592709
Urban
Premium
1
14
null
5
2023-05-06 15:21:39.096739
Average
Yes
Rarely
Apartment
391
1,193,884
57
Female
13,475
Single
4
PhD
Employed
15.184767
Suburban
Basic
0
16
765
8
2020-10-26 15:21:39.126661
Poor
No
Daily
House
396
1,193,885
47
Female
41,454
Divorced
4
Bachelor's
null
12.270313
Rural
Basic
1
15
517
4
2022-08-09 15:21:39.288099
Poor
No
Monthly
House
246
1,193,886
20
Male
132,334
Single
1
PhD
Unemployed
3.751621
Rural
Comprehensive
null
1
343
9
2021-04-07 15:21:39.255696
Good
Yes
Rarely
Condo
2,225
1,193,887
37
Female
12,042
Married
null
High School
null
42.955589
Urban
Premium
1
15
518
7
2020-04-21 15:21:39.134960
Average
No
Weekly
House
1,073
1,193,888
29
Female
12,984
Divorced
0
PhD
Unemployed
47.835579
Rural
Premium
null
1
null
5
2023-09-24 15:21:39.134960
Average
No
Daily
House
710
1,193,889
18
Male
34,226
Divorced
null
Bachelor's
null
9.953799
Suburban
Comprehensive
0
17
366
9
2020-10-03 15:21:39.134960
Good
No
Rarely
Apartment
2,482
1,193,890
18
Female
null
Married
0
Bachelor's
Employed
15.58382
Urban
Comprehensive
1
4
491
6
2022-05-09 15:21:39.261856
Poor
Yes
Weekly
House
170
1,193,891
53
Female
16,479
Married
3
PhD
null
21.586511
Rural
Basic
1
16
null
7
2019-12-03 15:21:39.246098
Average
No
Daily
Condo
588
1,193,892
25
Male
38,142
Married
2
High School
Unemployed
27.204927
Rural
Basic
0
19
808
4
2022-11-29 15:21:39.098696
Good
No
Rarely
House
3,374
1,193,893
30
Male
74,554
Married
2
Master's
Employed
49.991085
Rural
Premium
null
2
342
5
2022-03-22 15:21:39.237118
Poor
No
Daily
Condo
374
1,193,894
59
Male
40,488
Divorced
0
Master's
Self-Employed
41.828383
Urban
Comprehensive
0
10
783
5
2022-03-14 15:21:39.134960
Good
No
Rarely
Apartment
648
1,193,895
35
Female
43,487
Married
3
PhD
Employed
15.13154
Suburban
Comprehensive
0
4
744
6
2022-01-26 15:21:39.286113
Good
No
Rarely
House
1,852
1,193,896
52
Female
43,836
Single
3
Master's
null
12.591077
Suburban
Basic
1
6
559
7
2020-09-09 15:21:39.197445
Average
No
Daily
House
689
1,193,897
35
Female
3,764
Divorced
0
Bachelor's
null
18.076257
Rural
Basic
0
4
835
6
2024-07-07 15:21:39.134960
Poor
Yes
Daily
Apartment
2,788
1,193,898
28
Male
3,386
Married
2
Bachelor's
Self-Employed
19.442644
Urban
Comprehensive
0
15
537
3
2021-12-17 15:21:39.080440
Average
No
Rarely
Condo
353
1,193,899
49
Male
2,417
Married
2
High School
Unemployed
12.653099
Suburban
Premium
null
19
496
5
2019-11-08 15:21:39.259788
Average
Yes
Monthly
Condo
4,056