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
30,600
19
Male
27,382
Divorced
3
PhD
Unemployed
21.271374
Urban
Basic
1
6
591
1
2021-06-28 15:21:39.134960
Poor
Yes
Rarely
House
1,376
30,601
28
Male
17,239
Married
1
PhD
Employed
10.596968
Urban
Premium
null
17
750
3
2023-03-08 15:21:39.254678
Good
Yes
Weekly
Condo
645
30,602
52
Male
2,906
Divorced
2
Master's
null
29.694616
Urban
Premium
2
3
830
8
2021-11-26 15:21:39.209847
Poor
Yes
Weekly
House
2,094
30,603
30
Male
20,255
Divorced
4
Bachelor's
Self-Employed
26.295789
Suburban
Basic
3
5
764
6
2021-10-30 15:21:39.235012
Good
No
Daily
Apartment
1,266
30,604
44
Male
638
null
0
PhD
Self-Employed
12.58575
Suburban
Basic
1
19
null
3
2022-05-27 15:21:39.271453
Average
Yes
Weekly
Apartment
112
30,605
59
Female
1,026
Divorced
2
Master's
Employed
11.913159
Urban
Premium
2
13
768
5
2022-07-08 15:21:39.223901
Average
No
Daily
Apartment
964
30,606
42
Male
124,783
Married
3
Master's
Unemployed
11.715364
Suburban
Basic
0
8
775
9
2019-09-12 15:21:39.274993
Good
Yes
Daily
Condo
36
30,607
43
Female
87,795
Divorced
1
Bachelor's
null
17.826594
Suburban
Basic
1
10
392
8
2020-04-13 15:21:39.155231
Average
Yes
Rarely
House
261
30,608
43
Male
31,005
Single
1
PhD
Employed
14.396774
Urban
Comprehensive
2
3
532
9
2023-06-03 15:21:39.091080
Average
Yes
Daily
House
1,482
30,609
22
Female
26,625
Married
0
High School
null
14.895769
Rural
Basic
2
7
804
1
2023-12-11 15:21:39.171102
Poor
No
Weekly
Condo
1,233
30,610
61
Male
78,819
Single
2
PhD
Self-Employed
28.977966
Urban
Comprehensive
null
6
650
1
2022-06-21 15:21:39.171102
Poor
Yes
Monthly
Apartment
112
30,611
47
Male
79,878
Single
3
Master's
null
30.814332
Urban
Comprehensive
0
4
653
4
2021-08-25 15:21:39.134960
Average
No
Weekly
Apartment
148
30,612
36
Male
29,127
Married
2
Bachelor's
null
23.355429
Urban
Premium
0
8
null
6
2021-06-18 15:21:39.164044
Good
Yes
Weekly
Condo
1,439
30,613
21
Female
34,357
Single
2
PhD
Unemployed
5.252418
Suburban
Comprehensive
1
11
584
6
2021-10-29 15:21:39.250151
Poor
Yes
Monthly
House
2,215
30,614
40
Female
53,620
Single
0
Master's
null
37.943049
Suburban
Comprehensive
2
9
426
6
2020-09-13 15:21:39.274993
Poor
Yes
Daily
House
1,963
30,615
55
Male
2,077
Single
1
Bachelor's
Unemployed
25.780109
Suburban
Comprehensive
0
4
699
3
2021-12-28 15:21:39.095696
Good
Yes
Weekly
House
2,931
30,616
34
Female
296
Married
0
High School
Unemployed
5.634977
Urban
Premium
null
3
324
5
2023-08-16 15:21:39.134960
Good
Yes
Weekly
Condo
25
30,617
62
Male
126,776
Single
2
PhD
Unemployed
50.992919
Rural
Premium
null
15
491
3
2020-08-28 15:21:39.132191
Poor
No
Rarely
House
963
30,618
50
Male
604
Divorced
0
High School
Employed
37.719036
Rural
Premium
null
1
431
7
2022-07-13 15:21:39.279462
Average
No
Daily
Condo
2,300
30,619
54
Female
17,992
Married
4
Bachelor's
null
5.677025
Rural
Comprehensive
0
1
546
2
2020-03-05 15:21:39.185215
null
Yes
Weekly
House
1,093
30,620
62
Male
28,112
Single
0
Master's
null
31.81351
Suburban
Basic
null
0
834
2
2021-08-08 15:21:39.092127
Good
No
Daily
Condo
928
30,621
51
Male
49,921
Married
1
Bachelor's
Self-Employed
4.242101
Suburban
Basic
null
12
366
9
2024-03-17 15:21:39.123711
Poor
No
Rarely
House
399
30,622
61
Female
29,058
Divorced
3
PhD
null
9.997819
Suburban
Comprehensive
0
17
578
6
2022-03-17 15:21:39.121169
Average
Yes
Rarely
Condo
727
30,623
19
Female
42,959
Married
2
Bachelor's
Self-Employed
24.393845
Suburban
Comprehensive
null
2
null
6
2024-05-11 15:21:39.194829
Average
Yes
Weekly
House
1,290
30,624
41
Male
81,513
null
3
High School
Employed
6.588281
Rural
Basic
1
12
642
2
2020-11-28 15:21:39.169102
Average
Yes
Rarely
House
2,716
30,625
22
Female
9,894
Single
4
High School
Unemployed
11.759876
Urban
Premium
2
9
721
5
2023-06-19 15:21:39.114118
Poor
Yes
Monthly
Condo
283
30,626
20
Male
43,976
Single
null
Bachelor's
null
32.817389
Rural
Basic
1
3
744
5
2019-09-11 15:21:39.149731
Average
Yes
Weekly
Apartment
2,358
30,627
52
Male
16,123
Single
1
Bachelor's
Employed
31.822982
Urban
Comprehensive
null
13
null
6
2024-01-12 15:21:39.125660
Average
Yes
Monthly
Condo
708
30,628
49
Male
62,573
Single
1
Bachelor's
Unemployed
30.777318
Rural
Comprehensive
0
2
446
3
2020-10-22 15:21:39.122134
Good
No
Weekly
House
431
30,629
27
Female
24,438
Married
3
PhD
Employed
38.279535
Urban
Premium
null
1
545
2
2020-06-24 15:21:39.134960
Poor
Yes
Daily
House
158
30,630
62
Female
96,912
Single
4
PhD
null
45.283589
Suburban
Comprehensive
1
2
393
5
2020-06-19 15:21:39.248098
Average
No
Daily
House
1,077
30,631
26
Female
61,769
Single
2
Master's
Employed
37.155097
Rural
Comprehensive
0
17
310
8
2022-05-17 15:21:39.155231
Good
Yes
Daily
House
4,141
30,632
30
Female
1,258
Divorced
3
PhD
Unemployed
20.058521
Rural
Premium
0
7
495
3
2021-05-27 15:21:39.196387
Good
No
Weekly
Apartment
617
30,633
26
Female
94,428
Single
null
Master's
null
15.858135
Urban
Premium
null
11
null
4
2022-09-05 15:21:39.134960
Average
No
Weekly
Condo
49
30,634
20
Female
6,723
Married
3
PhD
Self-Employed
27.37221
Urban
Comprehensive
1
11
682
8
2022-01-03 15:21:39.134960
Average
No
Daily
Condo
846
30,635
55
Male
29,861
Divorced
2
Master's
Employed
21.955156
Urban
Basic
null
8
null
1
2021-11-18 15:21:39.134960
Poor
No
Rarely
House
469
30,636
28
Male
15,862
Single
0
High School
Employed
17.913126
Suburban
Premium
null
8
722
1
2021-07-24 15:21:39.279729
Poor
Yes
Rarely
House
832
30,637
36
Male
null
Married
4
PhD
Self-Employed
21.907762
Urban
Basic
0
7
516
7
2021-09-01 15:21:39.134960
Average
No
Weekly
Apartment
75
30,638
37
Female
38,683
Divorced
4
PhD
Employed
27.617944
Rural
Basic
null
8
751
6
2023-02-09 15:21:39.185215
Average
No
Rarely
Condo
1,206
30,639
23
Male
2,789
Divorced
null
PhD
Self-Employed
48.186534
Urban
Comprehensive
null
5
493
8
2020-08-22 15:21:39.252145
Poor
No
Weekly
House
101
30,640
61
Male
11,580
Single
4
High School
Self-Employed
25.353555
Rural
Comprehensive
0
2
431
1
2024-03-15 15:21:39.201446
Average
No
Rarely
House
1,673
30,641
59
Female
4,664
Single
1
Master's
Self-Employed
19.316581
Urban
Basic
3
7
721
2
2023-08-21 15:21:39.216387
Good
Yes
Weekly
Condo
101
30,642
43
Male
55,961
Single
1
Bachelor's
Self-Employed
8.557605
Suburban
Premium
0
17
308
3
2021-04-06 15:21:39.148733
Poor
No
Monthly
Apartment
867
30,643
64
Male
2,462
Divorced
3
Master's
null
35.914297
Suburban
Comprehensive
0
15
788
8
2020-05-21 15:21:39.188220
Poor
No
Monthly
House
1,880
30,644
44
Female
17,058
null
2
Master's
null
17.247739
Urban
Premium
1
6
477
3
2023-06-20 15:21:39.168099
Average
Yes
Daily
Apartment
466
30,645
43
Male
2,533
Divorced
2
Bachelor's
Employed
22.629874
Suburban
Premium
null
10
795
6
2022-11-03 15:21:39.211806
Good
No
Daily
Apartment
3,042
30,646
18
Female
11,194
Married
4
High School
Self-Employed
32.534648
Rural
Comprehensive
null
17
630
3
2024-06-13 15:21:39.176717
Poor
No
Rarely
Condo
727
30,647
39
Male
58,816
Married
2
PhD
Employed
23.826296
Suburban
Basic
null
1
776
9
2021-01-17 15:21:39.149731
Good
Yes
Daily
Apartment
133
30,648
54
Male
122,987
Married
null
PhD
null
44.095867
Suburban
Comprehensive
2
19
452
8
2020-04-29 15:21:39.093681
Good
Yes
Monthly
Apartment
843
30,649
44
Male
623
Married
null
PhD
null
29.869699
Suburban
Comprehensive
null
2
579
1
2021-02-27 15:21:39.247098
Poor
Yes
Daily
House
2,057
30,650
58
Female
3,714
Married
0
Bachelor's
Unemployed
32.887516
Urban
Comprehensive
1
9
372
8
2019-09-25 15:21:39.125660
Poor
Yes
Weekly
Apartment
498
30,651
63
Female
10,143
Married
null
PhD
Self-Employed
15.317065
Urban
Basic
1
7
null
6
2020-10-18 15:21:39.155231
Good
Yes
Weekly
Condo
536
30,652
60
Female
748
Married
2
Master's
Employed
36.993198
Suburban
Comprehensive
2
10
839
9
2020-12-19 15:21:39.167099
Good
No
Daily
House
1,172
30,653
34
Male
21,724
Married
2
Bachelor's
Self-Employed
28.123947
Rural
Comprehensive
null
4
582
4
2024-01-18 15:21:39.181605
Average
Yes
Daily
Condo
1,264
30,654
39
Male
25,330
Single
null
Bachelor's
Unemployed
19.530635
Rural
Basic
1
2
606
5
2024-06-12 15:21:39.279729
Good
No
Daily
House
1,876
30,655
49
Female
48,398
Single
4
PhD
null
33.86891
Suburban
Premium
3
17
832
5
2023-02-14 15:21:39.169102
Poor
No
Monthly
House
2,035
30,656
51
Female
63,415
Single
1
PhD
Employed
24.065955
Suburban
Premium
1
18
417
6
2021-12-13 15:21:39.288099
Good
Yes
Daily
Condo
2,948
30,657
37
Male
23,258
Married
3
High School
Unemployed
38.702577
Suburban
Basic
0
9
517
9
2022-03-28 15:21:39.143708
Average
Yes
Daily
House
1,143
30,658
44
Female
39,076
Single
1
Bachelor's
Unemployed
21.270324
Urban
Basic
0
0
723
5
2020-05-07 15:21:39.121169
Average
Yes
Monthly
Condo
474
30,659
52
Male
17,086
Single
null
PhD
Employed
24.813923
Urban
Premium
1
18
325
2
2019-10-14 15:21:39.097737
Good
Yes
Daily
Condo
688
30,660
37
Female
4,469
Divorced
4
PhD
null
42.412523
Urban
Basic
1
16
694
5
2023-08-12 15:21:39.177724
Poor
No
Weekly
Apartment
3,188
30,661
42
Male
18,081
Single
null
PhD
Unemployed
23.226416
Suburban
Comprehensive
null
2
394
5
2022-10-07 15:21:39.237118
null
Yes
Rarely
Condo
782
30,662
33
Female
87,090
Single
4
PhD
null
27.611742
Rural
Comprehensive
1
5
407
3
2021-01-19 15:21:39.126661
Average
No
Daily
Condo
407
30,663
58
Female
95,052
Married
1
Bachelor's
Employed
24.571296
Suburban
Comprehensive
null
5
677
5
2024-06-30 15:21:39.281787
Good
No
Weekly
Apartment
270
30,664
24
Male
596
Single
null
Bachelor's
null
4.648756
Suburban
Comprehensive
1
5
null
1
2024-01-24 15:21:39.084065
Average
No
Weekly
Apartment
292
30,665
28
Male
81,300
Divorced
1
High School
Self-Employed
null
Suburban
Premium
2
13
794
6
2020-09-05 15:21:39.266452
Average
Yes
Daily
Condo
23
30,666
32
Male
28,161
Single
4
High School
Employed
6.483965
Suburban
Basic
null
14
591
9
2023-10-06 15:21:39.134960
Average
No
Monthly
House
1,597
30,667
36
Female
16,076
Divorced
3
Master's
null
22.948011
Suburban
Basic
2
5
642
5
2022-05-19 15:21:39.192212
Good
No
Monthly
House
930
30,668
52
Male
39,058
Married
0
Master's
Self-Employed
36.827666
Suburban
Premium
null
7
613
1
2021-10-19 15:21:39.134960
Good
Yes
Weekly
Apartment
864
30,669
35
Male
20,563
Divorced
1
Bachelor's
null
21.683611
Suburban
Basic
1
7
494
2
2023-03-12 15:21:39.165120
Average
No
Weekly
House
1,154
30,670
53
Female
15,471
Married
null
PhD
null
46.999871
Rural
Comprehensive
null
10
466
9
2021-01-06 15:21:39.276901
Good
Yes
Weekly
Condo
595
30,671
18
Male
89,861
Divorced
1
High School
null
22.826499
Rural
Premium
0
12
357
4
2022-04-04 15:21:39.166062
Good
Yes
Rarely
Apartment
1,595
30,672
30
Female
57,434
Married
4
High School
Self-Employed
26.162353
Suburban
Comprehensive
0
1
null
6
2021-10-30 15:21:39.134960
Good
Yes
Weekly
Apartment
4,644
30,673
34
Male
676
Married
2
PhD
Self-Employed
18.803631
Suburban
Comprehensive
0
1
500
8
2020-12-13 15:21:39.237118
Average
No
Rarely
Apartment
742
30,674
40
Female
95,094
Divorced
2
PhD
Unemployed
38.735784
Urban
Comprehensive
0
9
759
1
2020-04-30 15:21:39.281787
Good
Yes
Rarely
House
47
30,675
50
Female
28,791
null
3
Bachelor's
Self-Employed
33.477739
Suburban
Basic
1
10
602
6
2021-12-30 15:21:39.192212
Good
No
Rarely
Condo
642
30,676
54
Female
98,773
Single
null
Master's
Unemployed
40.223886
Urban
Basic
null
5
null
9
2022-08-29 15:21:39.107553
Poor
Yes
Weekly
Condo
278
30,677
26
Female
83,092
Single
4
Master's
Employed
31.984714
Urban
Basic
1
11
496
3
2020-08-16 15:21:39.155231
Poor
Yes
Monthly
Apartment
119
30,678
47
Male
75,855
Divorced
2
Bachelor's
Self-Employed
51.234567
Suburban
Basic
1
5
771
2
2023-02-03 15:21:39.134960
null
No
Daily
Condo
1,196
30,679
61
Male
7,865
Divorced
2
Bachelor's
null
15.735191
Rural
Basic
4
17
724
1
2020-11-13 15:21:39.286113
Poor
No
Rarely
Condo
1,217
30,680
33
Female
21,846
Divorced
0
Bachelor's
Unemployed
31.923877
Rural
Comprehensive
1
6
379
7
2023-08-04 15:21:39.286113
Good
Yes
Daily
House
719
30,681
28
Female
1,177
Married
3
Master's
null
null
Rural
Comprehensive
1
16
656
7
2021-07-18 15:21:39.254678
Average
No
Daily
Apartment
2,825
30,682
53
Female
42,013
Divorced
0
High School
Self-Employed
14.843999
Suburban
Basic
1
2
694
4
2021-01-20 15:21:39.180553
Good
Yes
Weekly
Apartment
828
30,683
22
Male
140,789
Divorced
3
PhD
null
16.577856
Urban
Premium
null
12
781
7
2022-04-12 15:21:39.144722
Good
No
Weekly
House
165
30,684
20
Male
910
Married
0
PhD
Employed
27.202891
Rural
Premium
null
13
433
3
2023-09-17 15:21:39.155231
Poor
No
Daily
Condo
1,615
30,685
61
Female
8,846
Divorced
1
High School
null
12.826149
Suburban
Basic
0
16
817
6
2020-06-06 15:21:39.130190
Average
Yes
Monthly
House
1,229
30,686
23
Female
1,417
Married
1
High School
Self-Employed
15.592707
Rural
Premium
0
11
447
7
2023-05-21 15:21:39.188220
Good
No
Weekly
House
1,036
30,687
34
Female
75,471
Divorced
null
Bachelor's
Unemployed
30.240001
Suburban
Basic
null
14
454
6
2023-07-13 15:21:39.134960
Average
No
Monthly
Apartment
3,508
30,688
57
Female
17,091
null
0
High School
Employed
14.411114
Rural
Basic
null
19
618
2
2021-02-23 15:21:39.256696
null
Yes
Weekly
House
1,085
30,689
43
Female
null
Divorced
4
Master's
Employed
38.893563
Suburban
Basic
5
7
619
9
2020-02-29 15:21:39.180553
Average
No
Daily
House
2,674
30,690
28
Female
34,764
Divorced
null
Bachelor's
null
29.367062
Suburban
Comprehensive
null
11
647
8
2020-12-02 15:21:39.092127
Poor
No
Monthly
Apartment
28
30,691
20
Female
28,740
Single
0
Bachelor's
Employed
10.946271
Suburban
Comprehensive
1
13
327
3
2019-09-30 15:21:39.177724
Average
Yes
Monthly
Apartment
437
30,692
59
Male
84,771
Married
null
Bachelor's
null
null
Rural
Comprehensive
null
16
488
6
2023-07-11 15:21:39.274993
Poor
No
Daily
House
1,421
30,693
22
Male
10,984
Divorced
4
High School
null
38.92822
Urban
Basic
0
11
697
8
2021-02-14 15:21:39.134960
Average
Yes
Daily
House
381
30,694
23
Male
11,999
Married
3
Bachelor's
Unemployed
15.699618
Suburban
Basic
0
17
null
8
2023-04-30 15:21:39.182597
Good
No
Daily
Condo
1,135
30,695
31
Male
51,118
Single
0
High School
null
39.06479
Urban
Basic
null
12
636
7
2022-07-15 15:21:39.282785
Poor
Yes
Daily
Condo
397
30,696
43
Female
5,877
Married
2
High School
Unemployed
24.717043
Rural
Basic
2
11
678
1
2022-08-04 15:21:39.222387
Good
Yes
Daily
House
130
30,697
60
Female
15,380
Single
4
PhD
Self-Employed
23.859609
Rural
Basic
null
14
336
3
2022-10-22 15:21:39.288099
Average
Yes
Daily
Condo
1,221
30,698
25
Female
29,368
Single
0
Master's
Unemployed
14.144898
Suburban
Comprehensive
null
8
753
5
2021-08-14 15:21:39.254678
Average
Yes
Monthly
House
1,296
30,699
55
Female
36,118
Divorced
4
Master's
null
45.542127
Suburban
Basic
2
0
487
3
2020-03-07 15:21:39.134960
Poor
No
Weekly
House
3,171