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
54,300
49
Female
null
Divorced
3
High School
null
45.91299
Rural
Comprehensive
null
5
725
9
2023-03-26 15:21:39.146733
Good
Yes
Monthly
House
165
54,301
55
Female
17,227
Divorced
2
High School
Self-Employed
39.125855
Suburban
Comprehensive
0
16
542
1
2023-10-07 15:21:39.207847
Average
No
Weekly
House
940
54,302
20
Female
30,678
Married
2
Bachelor's
Unemployed
null
Suburban
Premium
null
5
830
2
2023-11-30 15:21:39.207847
null
Yes
Rarely
Apartment
477
54,303
24
Female
2,763
Single
3
Master's
Unemployed
10.079179
Urban
Comprehensive
null
2
344
3
2024-07-03 15:21:39.164044
Good
Yes
Daily
House
343
54,304
29
Male
53,601
Single
2
PhD
Employed
36.391191
Rural
Basic
1
10
471
8
2020-12-12 15:21:39.092127
Average
Yes
Rarely
Condo
391
54,305
44
Female
21,330
Married
1
PhD
Self-Employed
49.135665
Rural
Basic
null
17
496
8
2022-06-22 15:21:39.080440
Average
Yes
Rarely
House
1,362
54,306
49
Female
77,950
Divorced
null
Bachelor's
Unemployed
31.496775
Suburban
Comprehensive
1
17
365
5
2021-11-13 15:21:39.185215
Poor
No
Daily
Condo
975
54,307
64
Male
23,249
Married
4
High School
Self-Employed
8.890452
Rural
Comprehensive
null
17
679
9
2021-07-13 15:21:39.087123
Poor
Yes
Rarely
House
1,521
54,308
55
Male
144,575
Divorced
3
Master's
Employed
25.796594
Urban
Comprehensive
0
10
454
7
2023-09-22 15:21:39.235012
Good
Yes
Weekly
House
865
54,309
41
Female
23,593
Married
1
PhD
Self-Employed
20.7078
Urban
Premium
0
10
586
8
2023-08-16 15:21:39.132191
null
No
Weekly
Apartment
3,135
54,310
34
Female
8,881
Married
4
PhD
Unemployed
null
Suburban
Comprehensive
0
10
393
4
2022-05-19 15:21:39.237118
Average
Yes
Monthly
House
834
54,311
62
Male
16,963
Divorced
4
Master's
Unemployed
49.420121
Rural
Premium
3
3
826
3
2021-02-20 15:21:39.236064
Poor
Yes
Daily
House
1,253
54,312
33
Female
23,265
Divorced
4
Bachelor's
Unemployed
null
Urban
Premium
2
19
683
1
2024-02-12 15:21:39.209847
Average
Yes
Daily
Condo
939
54,313
35
Female
6,991
Married
2
Bachelor's
null
16.948002
Rural
Premium
0
3
617
8
2023-06-08 15:21:39.134819
Poor
No
Rarely
Apartment
1,933
54,314
28
Male
17,132
Divorced
0
High School
Unemployed
38.006868
Rural
Premium
1
5
733
5
2021-09-10 15:21:39.217387
Average
Yes
Weekly
Apartment
1,431
54,315
35
Female
92,698
Married
0
PhD
Unemployed
10.956905
Rural
Premium
0
14
459
4
2020-04-10 15:21:39.134960
Good
No
Weekly
Apartment
1,442
54,316
27
Female
94,537
Divorced
2
High School
Unemployed
12.722796
Rural
Basic
2
9
446
2
2022-03-26 15:21:39.205850
Average
No
Weekly
House
749
54,317
54
Male
1,227
Married
1
PhD
Unemployed
21.845509
Rural
Premium
null
1
431
9
2019-10-03 15:21:39.182597
Poor
No
Weekly
Apartment
245
54,318
60
Female
15,333
Single
1
Bachelor's
Employed
8.716783
Suburban
Basic
null
14
null
5
2022-12-07 15:21:39.132191
Average
No
Daily
House
1,683
54,319
62
Female
74,075
Single
3
Master's
Employed
null
Suburban
Basic
0
7
509
2
2022-10-20 15:21:39.155231
Poor
Yes
Daily
Apartment
586
54,320
56
Male
115,933
Married
1
High School
Employed
10.539654
Suburban
Basic
3
6
460
3
2019-10-27 15:21:39.155231
Average
No
Rarely
Apartment
462
54,321
62
Female
25,238
Married
3
Bachelor's
Unemployed
23.509569
Rural
Basic
null
0
539
6
2021-10-14 15:21:39.134960
Good
Yes
Monthly
Condo
721
54,322
32
Male
null
Divorced
0
Master's
Employed
35.84928
Urban
Premium
null
17
397
4
2023-02-18 15:21:39.209847
Good
Yes
Weekly
Apartment
27
54,323
61
Female
2,828
Single
3
PhD
Employed
15.123102
Suburban
Premium
null
16
421
1
2020-08-28 15:21:39.180553
Good
No
Monthly
House
759
54,324
62
Female
24,316
Married
2
Master's
Employed
17.039884
Rural
Premium
2
7
614
3
2020-12-22 15:21:39.122134
Poor
No
Monthly
House
1,058
54,325
18
Male
134,068
Married
0
PhD
Unemployed
null
Rural
Basic
1
8
554
5
2021-06-11 15:21:39.202448
Average
Yes
Weekly
Apartment
49
54,326
48
Male
93,977
Divorced
1
High School
Self-Employed
null
Rural
Basic
2
3
441
1
2023-07-25 15:21:39.134960
Average
Yes
Monthly
House
1,485
54,327
53
Female
46,959
Single
null
Bachelor's
Unemployed
16.973047
Urban
Basic
1
16
326
3
2022-07-31 15:21:39.237118
Poor
Yes
Daily
Condo
1,563
54,328
22
Female
43,971
Married
0
Master's
Self-Employed
12.539896
Urban
Premium
null
5
607
3
2022-10-24 15:21:39.219432
Good
Yes
Monthly
Condo
1,465
54,329
41
Female
74,740
Single
4
PhD
null
21.917967
Urban
Premium
null
7
494
1
2023-03-07 15:21:39.155231
Average
No
Rarely
Apartment
175
54,330
18
Female
66,742
Married
3
High School
null
33.442465
Rural
Basic
0
9
796
9
2022-11-06 15:21:39.176717
Good
No
Daily
Apartment
226
54,331
27
Female
21,359
Married
0
PhD
null
8.700052
Urban
Basic
null
14
764
7
2023-06-11 15:21:39.194829
Poor
Yes
Monthly
Apartment
1,532
54,332
57
Male
6,923
Married
2
High School
Unemployed
7.584744
Rural
Basic
null
17
null
5
2022-11-20 15:21:39.261856
Average
Yes
Weekly
Condo
26
54,333
62
Male
3,715
Single
2
High School
null
50.093033
Suburban
Premium
null
8
342
2
2020-09-03 15:21:39.155231
Average
No
Weekly
Apartment
568
54,334
19
Female
40,636
Divorced
1
Master's
Self-Employed
27.02391
Suburban
Basic
0
5
503
8
2023-02-06 15:21:39.094752
Poor
Yes
Monthly
Apartment
32
54,335
22
Male
39,731
Divorced
null
Bachelor's
Employed
29.908866
Urban
Basic
1
6
566
7
2023-10-12 15:21:39.225916
Good
Yes
Monthly
Apartment
29
54,336
57
Female
4,569
Divorced
3
PhD
Self-Employed
null
Urban
Basic
null
11
614
6
2021-06-09 15:21:39.283783
Good
No
Monthly
House
832
54,337
34
Male
8,984
Divorced
1
High School
Self-Employed
18.347915
Suburban
Premium
null
3
682
8
2024-01-19 15:21:39.190215
Poor
No
Daily
Condo
515
54,338
41
Female
4,740
Married
1
PhD
Unemployed
21.310911
Suburban
Comprehensive
2
10
751
3
2022-12-31 15:21:39.181605
null
No
Weekly
Condo
1,338
54,339
18
Male
10,157
Single
3
Bachelor's
Self-Employed
28.182628
Suburban
Premium
null
11
371
1
2021-05-27 15:21:39.226954
Average
No
Weekly
Apartment
1,426
54,340
52
Male
91,644
Divorced
4
Master's
Employed
49.824679
Suburban
Premium
null
3
839
4
2020-09-11 15:21:39.237118
Average
No
Monthly
Condo
2,088
54,341
28
Female
50,724
Divorced
2
PhD
Employed
46.180634
Rural
Premium
2
10
459
9
2022-11-16 15:21:39.123711
Average
No
Weekly
Condo
474
54,342
34
Female
26,593
Single
4
Master's
Employed
28.613626
Urban
Comprehensive
1
1
805
7
2023-07-30 15:21:39.276901
Good
No
Daily
House
1,606
54,343
61
Female
16,086
Married
1
High School
Self-Employed
3.964497
Rural
Comprehensive
0
2
null
3
2019-11-17 15:21:39.134960
Good
Yes
Daily
House
1,614
54,344
24
Female
29,046
Divorced
0
Bachelor's
Unemployed
32.993573
Rural
Basic
0
12
639
2
2021-10-08 15:21:39.172097
Average
No
Monthly
Apartment
1,271
54,345
50
Female
27,114
Married
0
Master's
null
30.599838
Urban
Basic
2
10
594
9
2022-09-14 15:21:39.172097
Good
Yes
Daily
House
646
54,346
50
Female
39,737
Married
3
PhD
Unemployed
49.234045
Suburban
Basic
3
1
782
6
2019-12-13 15:21:39.237118
null
Yes
Rarely
Condo
478
54,347
43
Female
34,348
Single
4
High School
Employed
19.350094
Urban
Comprehensive
null
1
531
1
2024-05-21 15:21:39.143708
Good
No
Monthly
Condo
652
54,348
60
Female
38,509
Single
4
High School
Employed
40.865833
Urban
Basic
0
2
629
3
2020-11-18 15:21:39.130190
Average
No
Daily
House
952
54,349
21
Male
24,591
Married
3
Master's
Self-Employed
13.077357
Suburban
Premium
2
17
null
5
2019-08-29 15:21:39.134960
Poor
No
Monthly
Apartment
823
54,350
18
Male
5,058
Married
0
Bachelor's
Unemployed
42.719684
Rural
Basic
1
10
395
4
2022-10-04 15:21:39.108562
Average
Yes
Daily
House
3,575
54,351
56
Female
30,678
Single
1
Bachelor's
Unemployed
16.793833
Urban
Premium
1
3
467
9
2022-06-26 15:21:39.208842
Average
Yes
Weekly
Apartment
622
54,352
36
Female
29,892
Divorced
null
PhD
Self-Employed
37.947494
Suburban
Comprehensive
1
19
675
3
2022-09-26 15:21:39.276901
Poor
No
Rarely
Condo
622
54,353
61
Female
64,574
Married
null
Bachelor's
Unemployed
30.176958
Urban
Basic
1
9
406
2
2020-12-20 15:21:39.172097
Good
Yes
Weekly
House
101
54,354
37
Male
null
null
4
PhD
null
null
Rural
Basic
4
15
466
7
2020-03-29 15:21:39.250151
Average
Yes
Daily
Condo
717
54,355
30
Female
48,293
Married
3
PhD
Employed
40.465714
Rural
Comprehensive
0
8
414
1
2021-04-28 15:21:39.248098
Good
No
Rarely
Condo
709
54,356
31
Male
64,929
Single
2
High School
null
31.558619
Rural
Premium
null
12
384
1
2021-10-20 15:21:39.134960
Poor
No
Daily
House
1,475
54,357
33
Female
26,775
Married
4
High School
null
30.692414
Suburban
Premium
1
11
327
7
2023-08-14 15:21:39.247098
Good
No
Daily
House
558
54,358
58
Male
91,917
Married
4
High School
Unemployed
24.365066
Urban
Comprehensive
null
3
319
7
2022-06-10 15:21:39.150730
null
No
Daily
Condo
742
54,359
52
Male
34
Single
0
Master's
Self-Employed
11.373455
Rural
Premium
1
14
511
1
2022-05-23 15:21:39.134960
Poor
No
Rarely
Condo
715
54,360
32
Male
25,651
Single
1
Bachelor's
Employed
26.08882
Suburban
Premium
2
14
449
7
2023-01-26 15:21:39.150730
Average
No
Daily
House
841
54,361
28
Male
null
Married
0
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
13
668
8
2021-07-23 15:21:39.187211
null
Yes
Weekly
Condo
2,097
54,362
44
Male
10,172
Married
4
PhD
null
21.566261
Rural
Premium
0
3
579
7
2023-02-13 15:21:39.091080
Poor
No
Weekly
Condo
551
54,363
56
Male
4,636
Single
4
PhD
Employed
50.095481
Suburban
Comprehensive
2
8
null
6
2022-09-18 15:21:39.247098
Average
No
Weekly
Apartment
557
54,364
27
Male
14,711
Married
null
Master's
null
10.603303
Rural
Premium
null
3
581
3
2022-07-12 15:21:39.086123
Good
Yes
Daily
Condo
149
54,365
29
Female
20,489
Single
1
Master's
null
31.45162
Urban
Basic
0
11
803
9
2024-08-05 15:21:39.194829
Good
No
Monthly
Condo
910
54,366
57
Male
20,346
Married
0
Master's
Self-Employed
29.498034
Urban
Premium
0
9
731
4
2021-03-02 15:21:39.098696
Good
No
Daily
Apartment
619
54,367
33
Male
5,070
Single
3
Bachelor's
Unemployed
42.913446
Rural
Comprehensive
null
12
696
9
2021-01-03 15:21:39.105504
Good
No
Daily
Condo
554
54,368
64
Female
49,926
Single
4
PhD
null
11.719097
Suburban
Basic
0
18
771
9
2024-01-19 15:21:39.134960
Good
Yes
Monthly
Apartment
176
54,369
38
Female
9,091
Married
0
PhD
null
17.829591
Urban
Comprehensive
0
18
776
5
2019-12-08 15:21:39.205850
Good
No
Rarely
Condo
852
54,370
44
Male
5,984
Married
2
Bachelor's
Unemployed
35.750065
Suburban
Comprehensive
3
13
561
1
2020-10-26 15:21:39.092127
Poor
Yes
Weekly
House
1,434
54,371
33
Female
52,844
Single
3
Bachelor's
Employed
19.062429
Rural
Premium
null
15
765
1
2021-08-01 15:21:39.290098
Average
No
Weekly
House
428
54,372
60
Male
84,983
Single
0
PhD
null
51.878204
Suburban
Premium
1
4
734
3
2023-01-23 15:21:39.134960
Poor
No
Daily
House
1,622
54,373
18
Female
14,819
Married
3
Bachelor's
Employed
42.446848
Suburban
Premium
0
17
835
2
2023-07-16 15:21:39.104139
Poor
No
Weekly
House
1,976
54,374
48
Male
36,911
Single
3
Master's
null
38.939284
Rural
Premium
0
10
710
5
2022-07-10 15:21:39.123711
Poor
Yes
Weekly
Condo
668
54,375
39
Female
15,790
Single
null
PhD
Self-Employed
16.639254
Urban
Basic
null
12
483
9
2019-11-02 15:21:39.237118
Good
Yes
Rarely
Condo
2,017
54,376
37
Male
46,338
Single
1
High School
null
19.474411
Suburban
Premium
null
15
810
1
2022-09-26 15:21:39.128286
Poor
Yes
Rarely
Apartment
50
54,377
22
Female
949
Married
1
Bachelor's
Employed
16.566964
Urban
Basic
2
6
734
2
2023-03-21 15:21:39.192212
Good
Yes
Monthly
House
1,355
54,378
40
Male
10,983
Divorced
3
Bachelor's
Unemployed
21.271067
Rural
Premium
0
7
788
5
2020-04-21 15:21:39.231531
Poor
Yes
Weekly
House
739
54,379
18
Male
12,086
Single
0
Bachelor's
Employed
24.079597
Rural
Comprehensive
1
12
803
7
2019-11-25 15:21:39.237118
Poor
No
Monthly
Apartment
646
54,380
29
Female
6,100
Divorced
1
Bachelor's
null
9.827778
Urban
Basic
1
17
548
9
2022-09-06 15:21:39.112553
Good
Yes
Daily
Apartment
870
54,381
27
Female
11,778
null
2
Master's
Self-Employed
11.950071
Rural
Premium
0
0
825
7
2020-11-24 15:21:39.180553
Poor
Yes
Daily
House
1,092
54,382
30
Female
25,602
Divorced
3
High School
Unemployed
45.058807
Suburban
Comprehensive
2
2
637
9
2024-03-22 15:21:39.155231
Good
No
Rarely
House
1,557
54,383
42
Female
3,611
Married
null
Master's
null
48.005645
Urban
Premium
1
18
834
1
2019-10-30 15:21:39.223901
Average
Yes
Daily
Condo
1,014
54,384
41
Male
29,573
Divorced
3
High School
null
8.838696
Rural
Premium
null
16
746
9
2023-09-20 15:21:39.134960
Good
No
Rarely
House
1,616
54,385
55
Female
16,881
Single
null
High School
Self-Employed
12.14987
Rural
Comprehensive
null
3
704
6
2019-10-05 15:21:39.176717
Good
No
Rarely
Condo
394
54,386
52
Male
44,650
Single
0
PhD
Employed
28.611673
Suburban
Basic
null
2
649
4
2020-09-05 15:21:39.134960
Poor
No
Rarely
Condo
2,296
54,387
50
Male
50,621
Single
3
Bachelor's
Unemployed
29.893069
Suburban
Comprehensive
2
7
490
7
2024-05-20 15:21:39.279729
Good
Yes
Daily
Condo
2,096
54,388
52
Female
14,094
Single
0
High School
Employed
27.058478
Rural
Comprehensive
0
19
788
9
2019-12-14 15:21:39.085129
null
Yes
Daily
Apartment
2,176
54,389
47
Female
1,197
Single
1
Bachelor's
Unemployed
null
Urban
Comprehensive
null
7
806
8
2024-03-09 15:21:39.147735
Good
Yes
Monthly
Condo
967
54,390
50
Female
15,987
Divorced
1
Master's
null
45.79835
Suburban
Comprehensive
null
0
null
1
2021-08-08 15:21:39.192212
Good
No
Weekly
Condo
1,085
54,391
25
Female
28,897
Married
0
High School
Employed
29.86823
Rural
Basic
2
13
565
4
2023-12-19 15:21:39.224915
Good
Yes
Monthly
House
1,528
54,392
64
Male
37,265
Married
4
High School
Employed
47.282006
Rural
Comprehensive
1
11
406
9
2019-09-16 15:21:39.264504
Average
No
Daily
Apartment
2,596
54,393
39
Female
23,881
Married
0
Master's
Self-Employed
30.386701
Suburban
Comprehensive
null
1
539
6
2023-03-20 15:21:39.211806
Good
Yes
Daily
Condo
1,128
54,394
42
Female
43,937
Divorced
4
Bachelor's
Self-Employed
23.992048
Rural
Basic
null
0
778
4
2024-01-08 15:21:39.134960
Poor
Yes
Monthly
House
1,580
54,395
62
Male
1,277
Married
1
High School
null
25.898398
Suburban
Premium
2
10
547
8
2021-08-07 15:21:39.217387
Average
Yes
Daily
Apartment
857
54,396
26
Female
95,966
Divorced
2
Master's
null
37.183079
Rural
Premium
0
18
382
9
2020-02-10 15:21:39.143708
Average
Yes
Rarely
House
904
54,397
38
Female
15,123
Married
4
High School
null
22.966197
Rural
Premium
0
1
683
8
2020-01-22 15:21:39.134960
Good
Yes
Daily
Apartment
812
54,398
30
Female
17,107
Single
2
Bachelor's
Employed
7.231809
Rural
Basic
0
19
636
4
2019-08-17 15:21:39.116179
Average
No
Rarely
Condo
2,846
54,399
24
Male
9,273
Married
4
High School
Employed
21.912789
Urban
Premium
0
11
788
8
2019-11-23 15:21:39.175719
Average
Yes
Rarely
Apartment
391