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
27,600
26
Female
45,934
Single
4
Master's
null
33.792825
Rural
Basic
0
16
456
9
2020-05-26 15:21:39.134960
Poor
Yes
Daily
Condo
1,438
27,601
22
Female
4,753
Divorced
3
Master's
Employed
34.87923
Rural
Premium
2
8
319
8
2020-08-03 15:21:39.274993
Poor
No
Daily
House
618
27,602
42
Female
23,791
Married
4
High School
Unemployed
16.945267
Suburban
Basic
1
17
398
3
2024-07-05 15:21:39.155231
Average
Yes
Weekly
House
696
27,603
33
Male
137,860
Divorced
2
Bachelor's
null
18.587627
Suburban
Comprehensive
null
19
371
9
2019-12-13 15:21:39.108562
Good
No
Daily
Apartment
719
27,604
53
Male
16,891
Divorced
0
Bachelor's
Employed
21.31761
Urban
Comprehensive
null
2
692
6
2021-02-19 15:21:39.191219
Average
No
Daily
Apartment
2,454
27,605
21
Female
6,973
Divorced
2
Master's
Self-Employed
22.818334
Urban
Premium
null
8
566
4
2022-11-21 15:21:39.155231
Good
No
Monthly
Apartment
803
27,606
39
Male
118,937
Single
4
Master's
null
22.845325
Rural
Premium
null
17
418
7
2021-11-23 15:21:39.207847
Poor
Yes
Monthly
Apartment
2,246
27,607
58
Male
73,562
Single
0
High School
Unemployed
16.054898
Suburban
Comprehensive
1
6
376
7
2020-01-29 15:21:39.288099
Poor
Yes
Rarely
Condo
1,027
27,608
62
Female
14,232
Single
0
High School
Self-Employed
25.594858
Suburban
Basic
0
7
658
1
2023-01-04 15:21:39.164044
Average
Yes
Rarely
Apartment
2,033
27,609
45
Female
15,177
Single
1
Bachelor's
Self-Employed
10.580424
Rural
Premium
null
15
775
8
2022-02-09 15:21:39.192212
Good
Yes
Weekly
House
619
27,610
24
Female
23,780
Single
1
Bachelor's
null
19.004807
Suburban
Premium
1
17
313
2
2022-05-18 15:21:39.259788
Poor
Yes
Monthly
House
1,106
27,611
40
Female
2,844
Married
4
Bachelor's
Unemployed
9.977367
Urban
Basic
1
4
370
5
2023-08-21 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,038
27,612
29
Male
748
Married
3
Master's
Unemployed
null
Rural
Premium
1
7
null
9
2020-05-24 15:21:39.134960
Average
Yes
Rarely
Condo
546
27,613
23
Female
34,380
Married
0
Master's
Employed
47.957708
Urban
Comprehensive
0
14
552
9
2021-05-23 15:21:39.155231
Poor
No
Monthly
Apartment
1,281
27,614
60
Female
27,106
Divorced
3
High School
Self-Employed
23.879261
Urban
Premium
1
19
781
8
2023-12-08 15:21:39.084065
Poor
Yes
Weekly
Apartment
2,378
27,615
19
Male
22,941
null
0
High School
Self-Employed
30.152282
Suburban
Basic
null
0
487
2
2022-09-11 15:21:39.225916
Average
Yes
Rarely
Condo
1,028
27,616
29
Male
27,059
Single
null
Master's
Employed
24.807925
Urban
Basic
null
8
597
7
2022-10-24 15:21:39.237118
Average
No
Monthly
Apartment
511
27,617
52
Male
847
Single
null
PhD
Unemployed
27.979266
Suburban
Comprehensive
null
13
369
9
2021-02-15 15:21:39.134960
Good
No
Rarely
Apartment
591
27,618
60
Male
818
Married
3
Bachelor's
null
null
Urban
Premium
null
1
725
7
2023-07-05 15:21:39.134960
Poor
No
Daily
House
1,207
27,619
58
Male
32,019
Divorced
3
High School
Employed
48.160085
Rural
Basic
null
13
null
5
2021-12-12 15:21:39.155231
Poor
No
Daily
House
2,033
27,620
18
Male
5,881
Married
0
High School
null
null
Urban
Premium
null
5
636
8
2021-06-14 15:21:39.265513
Average
Yes
Rarely
Apartment
23
27,621
25
Female
36,322
Divorced
4
PhD
null
47.534205
Rural
Comprehensive
null
10
687
7
2021-09-10 15:21:39.120168
Good
No
Weekly
Apartment
3,342
27,622
33
Female
20,281
Single
4
Bachelor's
Unemployed
26.744675
Urban
Basic
0
13
839
5
2023-01-24 15:21:39.125660
Poor
Yes
Daily
House
649
27,623
29
Male
44,645
Divorced
1
High School
Employed
34.424415
Rural
Basic
1
18
783
7
2024-02-08 15:21:39.155231
Poor
No
Rarely
House
1,025
27,624
48
Female
26,457
Married
4
Bachelor's
Self-Employed
46.720736
Urban
Basic
null
16
563
2
2019-10-27 15:21:39.124659
Poor
Yes
Weekly
House
100
27,625
49
Male
6,901
Married
null
High School
Self-Employed
11.097432
Suburban
Comprehensive
0
17
719
4
2020-09-18 15:21:39.214388
Poor
No
Daily
House
1,494
27,626
35
Female
1,479
Married
3
Bachelor's
Self-Employed
27.897856
Urban
Comprehensive
0
14
750
2
2022-12-17 15:21:39.192212
null
No
Daily
Condo
1,055
27,627
44
Female
36,759
Married
0
High School
Self-Employed
15.140515
Urban
Premium
0
3
819
4
2020-06-12 15:21:39.278402
Average
Yes
Monthly
Condo
2,226
27,628
28
Female
28,962
Married
0
Master's
Self-Employed
47.676867
Suburban
Basic
null
18
823
9
2021-05-14 15:21:39.155231
Average
Yes
Monthly
Apartment
830
27,629
18
Female
27,460
Single
4
High School
Employed
4.17254
Rural
Basic
null
4
null
5
2019-09-13 15:21:39.165120
Good
Yes
Rarely
House
909
27,630
23
Male
5,938
Single
3
PhD
Self-Employed
44.23264
Urban
Comprehensive
2
11
581
5
2022-05-12 15:21:39.145732
Poor
No
Rarely
Apartment
1,556
27,631
29
Female
null
Married
3
Master's
Unemployed
35.639336
Suburban
Comprehensive
0
1
478
3
2019-11-26 15:21:39.155231
null
Yes
Daily
House
802
27,632
59
Male
32,935
Married
1
Bachelor's
null
20.55581
Suburban
Premium
null
5
543
7
2023-12-26 15:21:39.143708
Average
No
Rarely
House
917
27,633
53
Male
382
Married
4
High School
Unemployed
38.553036
Rural
Premium
null
16
744
5
2020-06-04 15:21:39.245086
Average
No
Monthly
Condo
2,943
27,634
20
Female
93,925
Divorced
3
PhD
Unemployed
39.611128
Urban
Comprehensive
0
9
382
3
2020-07-23 15:21:39.225916
Good
No
Monthly
House
1,334
27,635
42
Female
19,364
Single
4
Master's
Employed
27.682087
Suburban
Comprehensive
null
5
798
4
2020-09-21 15:21:39.132191
null
No
Monthly
House
2,946
27,636
55
Female
74,344
Married
null
PhD
Unemployed
17.671667
Suburban
Basic
0
7
712
8
2020-07-13 15:21:39.196387
Average
No
Monthly
Condo
145
27,637
20
Male
11,025
Married
3
Bachelor's
Unemployed
38.590547
Rural
Basic
1
7
846
2
2020-08-21 15:21:39.286113
Good
No
Daily
Condo
1,726
27,638
24
Female
67,056
Divorced
3
Master's
null
25.451038
Urban
Premium
null
17
329
9
2019-09-23 15:21:39.279729
Good
Yes
Rarely
Apartment
861
27,639
null
Male
71,479
Divorced
0
Master's
null
37.472914
Urban
Comprehensive
1
17
751
3
2020-07-11 15:21:39.192212
Poor
Yes
Daily
Apartment
337
27,640
43
Female
1,140
Divorced
4
High School
Self-Employed
35.948925
Suburban
Comprehensive
null
13
372
9
2022-04-22 15:21:39.255696
Good
No
Weekly
Apartment
834
27,641
45
Female
66,913
Single
3
Master's
Self-Employed
13.087244
Rural
Premium
null
19
398
2
2023-08-31 15:21:39.268507
Average
No
Monthly
House
349
27,642
49
Female
1,312
Single
0
Master's
Unemployed
null
Rural
Premium
1
15
556
3
2024-02-17 15:21:39.228521
Average
Yes
Weekly
Apartment
536
27,643
56
Male
18,405
Divorced
2
PhD
null
27.443796
Rural
Premium
1
6
796
6
2021-10-01 15:21:39.232526
Poor
Yes
Weekly
House
1,201
27,644
40
Female
8,243
Married
2
Bachelor's
Self-Employed
17.81963
Urban
Comprehensive
0
0
539
4
2020-06-22 15:21:39.230483
Good
No
Monthly
Apartment
877
27,645
62
Male
44,365
Divorced
1
Master's
null
27.826307
Rural
Premium
2
3
438
9
2022-11-23 15:21:39.193945
Average
Yes
Monthly
Condo
823
27,646
46
Female
31,002
Single
1
Master's
Employed
9.129983
Urban
Premium
3
2
336
6
2021-08-20 15:21:39.155231
Poor
Yes
Daily
House
675
27,647
29
Male
29,931
Single
0
High School
Unemployed
13.088755
Suburban
Basic
1
7
null
5
2021-07-14 15:21:39.205850
Good
Yes
Daily
House
272
27,648
62
Male
34,925
Married
0
Bachelor's
Employed
10.88221
Urban
Premium
1
3
643
7
2020-05-12 15:21:39.167099
Average
No
Daily
Condo
445
27,649
62
Male
38,216
Divorced
null
PhD
Self-Employed
33.603837
Rural
Comprehensive
1
10
647
1
2020-02-24 15:21:39.185215
Poor
No
Rarely
House
822
27,650
42
Male
6,819
Divorced
3
Master's
null
null
Rural
Comprehensive
0
1
683
4
2024-01-11 15:21:39.219432
Average
Yes
Weekly
Condo
537
27,651
46
Male
923
Divorced
2
Bachelor's
Employed
11.098241
Suburban
Premium
0
13
769
4
2020-10-21 15:21:39.259788
Average
No
Weekly
Condo
38
27,652
21
Male
10,987
Single
0
High School
Self-Employed
4.812466
Rural
Comprehensive
1
0
370
2
2020-09-24 15:21:39.250151
Poor
Yes
Weekly
Condo
1,465
27,653
62
Female
7,542
Married
null
Master's
Unemployed
47.898131
Suburban
Comprehensive
1
5
466
7
2023-05-18 15:21:39.237118
Good
No
Weekly
Condo
111
27,654
39
Male
null
Divorced
0
Master's
Self-Employed
36.465961
Urban
Comprehensive
0
3
308
4
2020-10-25 15:21:39.208842
Average
Yes
Monthly
Condo
719
27,655
62
Male
2,656
Single
4
Bachelor's
Employed
38.927643
Suburban
Comprehensive
null
6
729
6
2021-05-28 15:21:39.087123
Poor
No
Weekly
Condo
25
27,656
54
Male
44,003
Married
2
PhD
null
31.865234
Suburban
Comprehensive
0
11
613
7
2024-04-04 15:21:39.279729
Poor
Yes
Rarely
Condo
2,860
27,657
62
Male
16,761
Married
0
Bachelor's
Employed
17.937797
Urban
Basic
null
10
493
1
2021-09-19 15:21:39.251142
Average
Yes
Daily
House
285
27,658
24
Male
null
Divorced
null
Master's
null
21.585426
Rural
Basic
0
1
569
7
2022-05-07 15:21:39.189223
Good
Yes
Daily
House
306
27,659
39
Female
26,395
Divorced
1
High School
null
35.918472
Suburban
Basic
1
19
752
1
2020-05-14 15:21:39.121169
Average
No
Monthly
House
642
27,660
57
Male
61,345
Married
3
Master's
null
49.338893
Rural
Basic
0
16
718
1
2019-09-21 15:21:39.230483
Poor
Yes
Rarely
Condo
2,924
27,661
18
Male
1,222
Single
4
High School
Unemployed
16.363657
Suburban
Comprehensive
null
18
707
6
2021-12-29 15:21:39.130190
null
No
Rarely
House
933
27,662
33
Male
29,396
Single
1
High School
Self-Employed
32.726697
Rural
Premium
null
10
null
2
2020-05-10 15:21:39.237118
Poor
Yes
Monthly
House
36
27,663
47
Female
15,556
Married
2
Master's
Self-Employed
27.693106
Rural
Premium
null
1
676
1
2024-08-13 15:21:39.188220
Good
No
Rarely
Apartment
27
27,664
22
Male
725
Single
1
High School
Self-Employed
null
Suburban
Premium
null
14
761
4
2022-06-16 15:21:39.237118
Poor
Yes
Rarely
Apartment
615
27,665
31
Female
23,146
Married
2
Master's
Unemployed
null
Rural
Basic
2
12
595
2
2021-03-17 15:21:39.083497
null
Yes
Rarely
Apartment
876
27,666
27
Female
35,796
Divorced
2
Bachelor's
Employed
32.293489
Suburban
Premium
null
15
761
8
2020-02-02 15:21:39.237118
Good
Yes
Monthly
House
557
27,667
18
Female
11,457
Married
2
High School
Self-Employed
36.093681
Suburban
Premium
1
9
609
6
2024-04-09 15:21:39.201446
Poor
Yes
Daily
House
4,517
27,668
44
Female
118,518
Divorced
2
PhD
Self-Employed
15.789872
Urban
Comprehensive
null
4
363
3
2024-02-14 15:21:39.283783
Good
No
Monthly
House
691
27,669
63
Male
26,141
Single
4
Master's
Unemployed
23.055147
Urban
Premium
null
7
796
4
2023-06-20 15:21:39.151732
Poor
No
Daily
Condo
963
27,670
58
Female
27,172
Single
4
PhD
Employed
38.102822
Suburban
Basic
0
16
584
3
2023-01-24 15:21:39.109552
Average
Yes
Daily
Apartment
1,804
27,671
62
Female
2,683
null
1
Bachelor's
null
26.594186
Suburban
Basic
1
16
630
9
2024-06-23 15:21:39.229482
Poor
Yes
Rarely
House
1,752
27,672
56
Male
496
Divorced
4
Master's
Employed
null
Rural
Basic
2
10
307
6
2019-12-10 15:21:39.189223
Average
No
Rarely
Condo
2,984
27,673
47
Male
7,086
Divorced
null
PhD
Self-Employed
null
Urban
Premium
null
2
844
4
2022-10-30 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,052
27,674
38
Female
25,387
Divorced
3
PhD
Unemployed
null
Rural
Premium
1
2
785
7
2022-12-05 15:21:39.205850
Good
Yes
Daily
House
689
27,675
50
Male
45,972
Divorced
3
Bachelor's
null
22.149848
Rural
Comprehensive
null
9
406
3
2023-10-29 15:21:39.176717
Poor
No
Monthly
Apartment
2,493
27,676
50
Male
null
Divorced
2
Master's
null
28.716236
Rural
Premium
1
10
391
7
2023-07-14 15:21:39.080440
Good
No
Rarely
Condo
946
27,677
49
Female
57
Divorced
2
PhD
Unemployed
39.591151
Rural
Premium
0
16
null
4
2021-06-03 15:21:39.121169
Poor
No
Weekly
Condo
2,314
27,678
31
Female
10,096
Married
0
High School
Unemployed
26.37352
Suburban
Comprehensive
1
2
491
9
2024-03-29 15:21:39.280784
Average
No
Daily
House
495
27,679
57
Female
4,568
Divorced
null
Master's
null
25.908195
Urban
Premium
2
18
596
3
2021-05-11 15:21:39.251142
Good
Yes
Weekly
House
150
27,680
52
Female
43,439
Divorced
null
Master's
Employed
36.181275
Urban
Basic
0
3
743
7
2020-04-12 15:21:39.183598
Average
Yes
Rarely
Apartment
556
27,681
null
Female
3,455
Divorced
1
Master's
null
35.934844
Rural
Comprehensive
2
12
751
6
2024-04-14 15:21:39.187211
Poor
No
Monthly
House
1,705
27,682
25
Female
123,557
Single
null
PhD
Self-Employed
53.735235
Urban
Basic
null
17
705
8
2022-05-17 15:21:39.104139
null
Yes
Daily
Condo
1,366
27,683
22
Female
1,433
Single
0
PhD
Self-Employed
null
Rural
Comprehensive
null
17
565
9
2022-11-19 15:21:39.180553
Good
Yes
Weekly
Apartment
809
27,684
18
Male
7,991
Divorced
1
PhD
Unemployed
5.451956
Suburban
Premium
3
3
521
8
2021-04-21 15:21:39.155231
Poor
Yes
Weekly
Apartment
3,086
27,685
61
Male
20,489
Divorced
null
High School
Unemployed
37.995681
Urban
Comprehensive
2
15
310
3
2021-11-22 15:21:39.128286
Poor
No
Monthly
Condo
1,162
27,686
22
Male
535
Divorced
4
High School
Unemployed
null
Suburban
Basic
null
10
676
2
2023-03-16 15:21:39.155231
Good
No
Daily
Condo
1,094
27,687
22
Female
31,400
Divorced
2
High School
Employed
32.617539
Rural
Comprehensive
2
15
644
9
2020-05-08 15:21:39.237118
null
No
Rarely
Apartment
1,216
27,688
20
Male
10,076
Single
0
Master's
null
32.683182
Urban
Comprehensive
null
7
664
7
2020-12-29 15:21:39.237118
Poor
Yes
Rarely
House
86
27,689
23
Male
18,705
Divorced
3
High School
null
7.889251
Rural
Premium
1
19
552
9
2020-05-28 15:21:39.094752
Average
Yes
Rarely
House
3,470
27,690
34
Male
5,524
Divorced
4
High School
null
27.567466
Suburban
Comprehensive
1
12
740
5
2024-02-27 15:21:39.148733
Good
No
Weekly
House
3,491
27,691
36
Female
11,459
Divorced
4
Master's
Employed
16.292737
Rural
Comprehensive
2
14
694
3
2019-09-20 15:21:39.121169
Good
No
Weekly
Condo
1,256
27,692
56
Male
10,100
Divorced
0
Bachelor's
Employed
6.598621
Urban
Basic
null
3
817
3
2021-08-23 15:21:39.237118
Good
No
Daily
Apartment
552
27,693
39
Female
12,602
null
4
High School
Self-Employed
34.097324
Urban
Premium
null
16
null
5
2021-04-13 15:21:39.188220
Good
No
Daily
Apartment
487
27,694
45
Male
31,079
Single
3
Master's
Unemployed
22.979494
Urban
Premium
1
1
null
9
2022-03-13 15:21:39.082499
Good
Yes
Rarely
Condo
1,222
27,695
53
Male
11,207
Divorced
null
Master's
Self-Employed
47.45231
Rural
Premium
2
6
831
2
2021-06-18 15:21:39.233485
Poor
Yes
Daily
Apartment
1,383
27,696
23
Female
11,703
Married
0
Master's
Unemployed
33.07297
Rural
Premium
1
2
767
3
2024-05-13 15:21:39.190215
Average
No
Rarely
House
889
27,697
56
Female
17,559
null
null
Master's
null
39.996045
Urban
Premium
0
4
319
7
2021-02-25 15:21:39.191219
Good
No
Rarely
Condo
1,181
27,698
64
Male
2,561
Divorced
1
High School
Unemployed
27.792366
Rural
Basic
null
2
null
8
2019-12-03 15:21:39.155231
null
Yes
Rarely
Apartment
1,119
27,699
30
Male
2,182
Single
null
High School
Employed
26.745976
Urban
Basic
0
18
449
1
2024-01-07 15:21:39.121169
Good
No
Rarely
Apartment
456