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
6,300
57
Male
20,720
Married
1
High School
null
22.132946
Urban
Comprehensive
0
19
413
7
2024-06-09 15:21:39.267454
Good
No
Rarely
Condo
1,885
6,301
48
Female
null
Divorced
null
PhD
null
41.970921
Urban
Premium
0
3
788
4
2021-11-04 15:21:39.152732
Average
Yes
Weekly
Condo
398
6,302
33
Female
4,601
Married
2
PhD
null
41.665823
Suburban
Premium
0
6
null
3
2020-04-11 15:21:39.134960
Average
Yes
Daily
Apartment
3,749
6,303
34
Female
29,095
Single
4
Master's
Self-Employed
5.58003
Suburban
Basic
3
13
824
6
2023-10-28 15:21:39.155231
Good
No
Weekly
House
2,721
6,304
36
Female
34,374
Divorced
3
PhD
Unemployed
24.756859
Rural
Premium
1
17
null
9
2023-05-17 15:21:39.087123
Average
No
Weekly
Condo
532
6,305
25
Female
43,714
Married
3
Bachelor's
Self-Employed
7.523824
Rural
Premium
null
10
313
5
2024-02-02 15:21:39.106582
Good
No
Rarely
Apartment
2,544
6,306
23
Male
4,894
Single
1
PhD
Unemployed
22.504915
Urban
Premium
null
6
672
4
2020-04-26 15:21:39.147735
Good
No
Daily
Condo
1,876
6,307
49
Female
45,939
Single
2
Master's
Employed
42.358217
Suburban
Comprehensive
1
13
797
7
2021-02-08 15:21:39.124659
Average
No
Monthly
House
1,079
6,308
35
Male
17,310
Married
0
Bachelor's
Self-Employed
16.674406
Rural
Premium
0
16
459
7
2023-03-30 15:21:39.237118
Good
No
Monthly
Condo
184
6,309
43
Female
613
Divorced
1
PhD
null
5.814063
Rural
Premium
2
12
615
8
2020-06-19 15:21:39.232526
null
No
Rarely
House
2,082
6,310
47
Female
3,093
Married
1
Bachelor's
Self-Employed
7.295782
Rural
Comprehensive
2
13
395
2
2020-06-28 15:21:39.198406
Good
Yes
Weekly
Apartment
896
6,311
58
Female
55,915
Divorced
3
High School
null
21.637192
Urban
Comprehensive
1
7
421
8
2020-10-30 15:21:39.225916
Poor
Yes
Weekly
Condo
818
6,312
63
Female
134,087
Single
0
PhD
Self-Employed
15.9858
Suburban
Comprehensive
1
5
391
9
2022-09-06 15:21:39.282785
Good
No
Daily
Condo
859
6,313
63
Female
123,180
Married
0
PhD
Employed
21.886547
Urban
Comprehensive
null
14
null
4
2021-04-26 15:21:39.213373
Average
No
Daily
House
394
6,314
31
Male
18,540
Single
0
High School
Employed
10.615869
Urban
Basic
1
19
335
7
2020-03-29 15:21:39.124659
Poor
Yes
Daily
House
1,147
6,315
20
Male
3,408
Single
0
Bachelor's
Unemployed
40.001808
Suburban
Basic
0
0
685
9
2022-02-16 15:21:39.128286
Average
Yes
Rarely
House
3,089
6,316
40
Male
38,263
Single
4
Bachelor's
Self-Employed
26.897909
Urban
Basic
0
1
642
8
2020-10-24 15:21:39.207847
Average
No
Daily
Condo
1,409
6,317
55
Female
12,042
Married
null
PhD
null
9.856322
Suburban
Basic
1
6
695
3
2020-04-07 15:21:39.168099
Good
No
Daily
Apartment
1,052
6,318
56
Female
17,097
Single
0
Bachelor's
Unemployed
16.099835
Rural
Comprehensive
2
1
466
5
2021-01-21 15:21:39.223390
Poor
No
Rarely
Apartment
1,358
6,319
64
Female
24,885
Divorced
2
Bachelor's
null
5.771726
Suburban
Comprehensive
2
16
645
6
2023-05-07 15:21:39.155231
Good
No
Daily
House
1,714
6,320
53
Male
17,091
Married
0
PhD
Self-Employed
3.624626
Urban
Comprehensive
1
1
634
7
2023-03-12 15:21:39.155231
Poor
Yes
Daily
Condo
1,591
6,321
48
Male
92,732
Divorced
2
Master's
Employed
44.247555
Suburban
Comprehensive
1
16
772
5
2019-10-04 15:21:39.124659
Poor
Yes
Daily
House
28
6,322
37
Female
29,936
Divorced
2
Master's
null
36.029068
Rural
Basic
1
14
766
3
2023-12-11 15:21:39.134960
Good
Yes
Rarely
Condo
247
6,323
57
Female
1,647
Single
null
High School
Unemployed
46.01702
Suburban
Comprehensive
2
14
799
5
2020-03-29 15:21:39.273973
Poor
No
Weekly
Apartment
1,837
6,324
43
Male
8,071
Single
0
PhD
Self-Employed
null
Urban
Comprehensive
0
11
null
3
2021-07-20 15:21:39.172097
Good
No
Monthly
House
541
6,325
37
Male
5,032
Divorced
2
High School
Self-Employed
5.523629
Rural
Comprehensive
1
1
393
8
2020-04-02 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,042
6,326
23
Male
null
Married
4
PhD
Self-Employed
20.481795
Rural
Comprehensive
null
5
437
3
2023-09-11 15:21:39.090124
Poor
No
Rarely
House
22
6,327
52
Male
5,832
Divorced
3
Bachelor's
Self-Employed
7.75593
Suburban
Premium
null
7
463
9
2023-03-26 15:21:39.155231
Average
Yes
Monthly
House
1,731
6,328
58
Male
15,556
Married
0
High School
null
14.826189
Urban
Comprehensive
null
11
834
4
2022-05-28 15:21:39.134960
Average
Yes
Rarely
Condo
803
6,329
41
Male
6,193
Married
3
High School
Self-Employed
25.994766
Rural
Basic
2
17
511
9
2020-03-01 15:21:39.093681
Poor
No
Rarely
Condo
894
6,330
55
Male
28,182
Married
2
Master's
Unemployed
8.490934
Urban
Premium
null
12
null
7
2023-08-30 15:21:39.219432
Poor
No
Weekly
House
3,525
6,331
31
Male
1,557
Single
0
Bachelor's
Unemployed
null
Rural
Comprehensive
null
16
718
2
2022-03-31 15:21:39.095696
Average
Yes
Daily
Condo
643
6,332
31
Male
35
Divorced
4
Master's
null
37.153852
Urban
Comprehensive
1
11
563
4
2023-10-25 15:21:39.134960
Average
No
Rarely
House
495
6,333
33
Female
28,886
Married
3
PhD
null
23.893554
Suburban
Basic
0
1
474
4
2021-09-04 15:21:39.095696
Average
Yes
Daily
Condo
1,094
6,334
49
Female
40,585
Single
null
Bachelor's
null
30.058978
Urban
Premium
null
12
503
7
2022-02-02 15:21:39.125660
Average
No
Daily
House
1,504
6,335
23
Female
469
Single
1
Master's
null
23.261412
Urban
Premium
1
3
607
4
2021-10-26 15:21:39.119168
Good
Yes
Weekly
Condo
2,579
6,336
51
Male
17,420
Married
3
PhD
Employed
30.083797
Urban
Comprehensive
1
10
455
4
2023-09-09 15:21:39.191219
Average
No
Monthly
Apartment
1,488
6,337
32
Female
2,424
Divorced
4
PhD
Unemployed
40.507714
Suburban
Comprehensive
3
6
600
7
2020-07-10 15:21:39.155231
Poor
Yes
Daily
Condo
3,237
6,338
48
Male
72,511
Divorced
null
Master's
Employed
44.493675
Rural
Premium
3
15
790
4
2021-03-04 15:21:39.256696
Good
No
Rarely
House
171
6,339
28
Male
28,666
Single
4
Bachelor's
null
25.370176
Suburban
Comprehensive
1
16
759
7
2024-08-06 15:21:39.237118
Poor
No
Rarely
House
790
6,340
29
Female
765
Single
2
Bachelor's
Employed
null
Suburban
Comprehensive
2
10
656
7
2022-12-06 15:21:39.094752
Average
Yes
Daily
Condo
1,479
6,341
62
Female
43,056
Married
4
Bachelor's
Self-Employed
14.891852
Suburban
Premium
2
18
410
3
2020-02-01 15:21:39.223901
Good
Yes
Weekly
Apartment
685
6,342
46
Male
null
Divorced
3
PhD
Unemployed
27.672354
Rural
Comprehensive
0
8
391
8
2020-03-02 15:21:39.155231
Average
No
Monthly
Apartment
3,477
6,343
50
Female
5,903
Married
2
High School
Self-Employed
8.593746
Urban
Premium
null
0
null
4
2021-11-09 15:21:39.248098
Average
Yes
Weekly
Condo
1,691
6,344
61
Female
17,077
Single
null
Bachelor's
Unemployed
23.823187
Suburban
Basic
0
0
437
8
2021-08-31 15:21:39.209847
Poor
Yes
Daily
Apartment
1,559
6,345
39
Male
2,663
Single
0
Master's
null
33.326925
Suburban
Premium
1
13
375
9
2023-07-04 15:21:39.155231
Average
Yes
Weekly
Condo
605
6,346
21
Male
2,905
Divorced
1
PhD
Unemployed
40.291772
Rural
Basic
null
18
359
1
2023-03-21 15:21:39.237118
Average
Yes
Daily
Apartment
1,076
6,347
34
Male
17
Single
0
PhD
Unemployed
21.121176
Suburban
Premium
0
6
839
6
2021-12-09 15:21:39.192212
Poor
Yes
Weekly
Apartment
588
6,348
51
Male
45,756
Married
1
PhD
Employed
3.47371
Suburban
Premium
null
10
833
5
2023-05-01 15:21:39.266452
Average
No
Weekly
Condo
732
6,349
44
Male
2,420
Married
2
High School
Employed
40.834371
Suburban
Premium
1
5
636
8
2020-07-11 15:21:39.173834
Good
No
Monthly
Apartment
1,881
6,350
35
Male
24,172
Married
0
Bachelor's
null
49.92239
Suburban
Basic
1
13
615
5
2022-07-03 15:21:39.206847
Poor
No
Monthly
House
101
6,351
30
Male
775
Divorced
3
High School
Employed
43.396728
Suburban
Comprehensive
null
5
357
1
2024-05-31 15:21:39.131192
Average
No
Rarely
Apartment
1,140
6,352
35
Male
17,489
Divorced
3
High School
Self-Employed
18.693453
Urban
Comprehensive
0
17
613
2
2022-08-10 15:21:39.192212
Average
Yes
Rarely
Apartment
720
6,353
55
Female
17,894
Single
2
Master's
Employed
31.161551
Rural
Basic
0
0
516
2
2022-06-12 15:21:39.081504
Good
Yes
Weekly
Apartment
22
6,354
37
Male
1,960
Married
4
Bachelor's
Self-Employed
15.3547
Rural
Comprehensive
null
6
300
1
2024-06-24 15:21:39.171102
Average
Yes
Rarely
Condo
726
6,355
20
Female
10,278
Divorced
1
Bachelor's
Unemployed
5.722114
Rural
Comprehensive
1
18
727
1
2023-08-15 15:21:39.187211
Good
No
Daily
Condo
557
6,356
24
Male
938
Single
3
High School
Employed
19.895488
Urban
Comprehensive
2
1
710
4
2022-10-05 15:21:39.272456
Poor
No
Rarely
House
779
6,357
21
Male
42,148
Divorced
3
High School
Unemployed
11.958451
Urban
Basic
null
17
753
9
2020-02-19 15:21:39.102694
Good
Yes
Monthly
Apartment
1,461
6,358
56
Female
6,449
Single
2
Master's
Self-Employed
37.472914
Rural
Premium
0
7
561
2
2022-04-08 15:21:39.143708
Poor
Yes
Weekly
Apartment
1,225
6,359
24
Male
27,991
Single
null
Master's
null
16.80294
Rural
Comprehensive
0
0
569
4
2022-01-02 15:21:39.134960
Poor
No
Rarely
Apartment
2,850
6,360
28
Female
29,292
Married
null
High School
Employed
18.822345
Urban
Basic
1
17
642
6
2024-04-21 15:21:39.182597
Poor
Yes
Weekly
House
783
6,361
60
Male
46,559
null
1
Bachelor's
Employed
39.069972
Rural
Basic
2
17
403
1
2023-03-25 15:21:39.232526
Average
No
Weekly
Apartment
400
6,362
47
Male
35,329
Divorced
null
Master's
Unemployed
23.819462
Rural
Comprehensive
null
0
814
3
2020-01-29 15:21:39.228521
Average
No
Monthly
Condo
648
6,363
48
Female
1,510
Married
0
Master's
Unemployed
24.359955
Rural
Premium
null
10
334
6
2020-01-08 15:21:39.134960
Average
Yes
Rarely
Apartment
663
6,364
56
Female
60,916
Married
3
Master's
Self-Employed
43.679982
Suburban
Comprehensive
null
10
566
9
2019-11-01 15:21:39.256696
Poor
Yes
Monthly
Apartment
2,056
6,365
21
Female
2,445
Married
4
Bachelor's
Unemployed
39.155024
Suburban
Basic
4
19
null
9
2023-04-09 15:21:39.192212
Good
Yes
Daily
House
1,801
6,366
28
Female
10,861
Married
null
High School
Unemployed
23.619384
Urban
Comprehensive
1
5
602
3
2021-09-04 15:21:39.134960
Average
No
Rarely
Apartment
549
6,367
49
Female
41,021
Divorced
4
Bachelor's
Employed
24.661701
Suburban
Basic
0
17
473
8
2020-12-14 15:21:39.237118
Good
No
Monthly
House
253
6,368
21
Female
88,929
Divorced
3
Bachelor's
null
28.681921
Rural
Comprehensive
null
11
479
3
2024-03-19 15:21:39.192212
Good
No
Rarely
Condo
2,592
6,369
18
Female
2,883
Divorced
3
PhD
Self-Employed
24.522346
Rural
Comprehensive
0
9
403
2
2021-01-18 15:21:39.192212
Good
Yes
Rarely
Condo
99
6,370
57
Female
18,194
Married
2
Master's
Unemployed
null
Suburban
Premium
0
4
476
4
2020-03-13 15:21:39.118178
Poor
Yes
Daily
Condo
513
6,371
38
Female
8,096
Married
4
PhD
Unemployed
18.690114
Rural
Basic
null
18
818
7
2022-12-07 15:21:39.222387
Poor
Yes
Monthly
Condo
616
6,372
63
Female
43,001
Divorced
3
PhD
null
40.071093
Rural
Comprehensive
1
15
767
2
2024-06-16 15:21:39.266452
Poor
Yes
Monthly
Condo
940
6,373
57
Male
16,641
Divorced
null
PhD
null
13.859131
Suburban
Basic
1
7
673
6
2020-06-30 15:21:39.254678
Good
No
Daily
Apartment
2,660
6,374
45
Male
27,876
Single
null
PhD
Self-Employed
30.316037
Rural
Premium
null
11
369
9
2020-11-21 15:21:39.290098
Poor
Yes
Monthly
House
30
6,375
37
Male
46,711
Divorced
0
Bachelor's
Employed
32.572537
Rural
Premium
null
16
502
3
2024-07-31 15:21:39.123711
Poor
Yes
Weekly
Apartment
110
6,376
21
Male
9,556
Single
3
High School
Self-Employed
28.90839
Rural
Premium
1
8
582
9
2023-03-13 15:21:39.098696
Poor
Yes
Rarely
Condo
718
6,377
50
Female
25,609
Single
4
Master's
Unemployed
9.078639
Rural
Basic
1
14
818
3
2020-11-28 15:21:39.121169
Good
Yes
Monthly
Apartment
2,268
6,378
53
Female
38,429
null
null
Master's
Self-Employed
13.661892
Urban
Basic
null
13
405
2
2022-12-23 15:21:39.252145
Poor
No
Daily
Apartment
3,378
6,379
42
Male
24,996
Married
2
PhD
Employed
5.291418
Suburban
Basic
1
0
718
1
2021-05-08 15:21:39.131192
Average
Yes
Daily
Apartment
467
6,380
44
Female
33,493
Married
1
Master's
null
13.867937
Rural
Basic
null
6
316
9
2020-01-01 15:21:39.104139
null
Yes
Daily
House
557
6,381
42
Female
22,293
Divorced
null
Master's
Self-Employed
16.290434
Suburban
Basic
2
3
540
5
2023-09-17 15:21:39.192212
Average
Yes
Rarely
Condo
586
6,382
39
Male
739
Divorced
2
PhD
Employed
17.913508
Rural
Basic
null
8
751
8
2020-01-14 15:21:39.134960
null
Yes
Monthly
Apartment
1,189
6,383
58
Male
8,762
Single
1
High School
Employed
21.896667
Urban
Premium
1
1
313
1
2020-05-27 15:21:39.155231
Average
Yes
Rarely
Apartment
1,164
6,384
49
Male
926
Divorced
null
PhD
Unemployed
23.292621
Suburban
Premium
0
9
474
8
2020-09-07 15:21:39.092127
Poor
Yes
Weekly
House
669
6,385
62
Male
67,523
Single
3
High School
Self-Employed
20.791363
Suburban
Basic
2
5
622
1
2023-03-28 15:21:39.258696
Average
Yes
Rarely
Apartment
2,896
6,386
42
Female
16,123
Divorced
0
PhD
Unemployed
26.85749
Rural
Basic
null
11
793
9
2023-09-01 15:21:39.106582
Poor
Yes
Monthly
Apartment
921
6,387
49
Male
null
Divorced
1
Bachelor's
Unemployed
6.89528
Suburban
Basic
1
17
334
8
2019-09-27 15:21:39.129190
Average
Yes
Rarely
House
1,694
6,388
51
Female
1,035
Divorced
null
Bachelor's
Unemployed
null
Urban
Comprehensive
null
13
798
6
2023-03-16 15:21:39.117183
Good
Yes
Weekly
Apartment
1,373
6,389
53
Male
49,850
Divorced
2
PhD
Unemployed
41.774949
Suburban
Basic
null
17
379
9
2020-05-27 15:21:39.233485
Average
No
Daily
House
533
6,390
null
Female
25,862
Single
null
Bachelor's
Self-Employed
20.956072
Rural
Basic
null
18
552
2
2020-07-22 15:21:39.261856
Good
No
Monthly
Condo
3,036
6,391
21
Male
20,982
Single
1
High School
Self-Employed
41.188801
Suburban
Premium
null
9
563
1
2020-07-08 15:21:39.192212
Good
Yes
Weekly
House
859
6,392
35
Male
44,131
Married
3
PhD
Self-Employed
31.897848
Rural
Comprehensive
1
4
572
7
2024-02-28 15:21:39.229482
Poor
Yes
Rarely
Apartment
1,403
6,393
49
Male
64,659
Married
0
High School
Unemployed
15.966141
Urban
Premium
null
11
367
2
2021-09-24 15:21:39.164044
Average
Yes
Rarely
House
436
6,394
61
Female
1,468
Single
0
Bachelor's
Unemployed
25.594858
Suburban
Comprehensive
null
11
685
5
2021-05-14 15:21:39.200452
Poor
Yes
Rarely
Apartment
2,082
6,395
22
Female
35,640
Married
1
PhD
Employed
11.994444
Suburban
Basic
2
7
658
2
2023-06-08 15:21:39.102694
Good
Yes
Rarely
Condo
286
6,396
30
Male
25,720
Single
3
Bachelor's
Self-Employed
24.67243
Rural
Basic
null
19
null
5
2020-06-19 15:21:39.182597
Average
No
Weekly
House
1,331
6,397
20
Male
39
Married
2
PhD
null
25.994876
Suburban
Basic
1
15
496
4
2024-02-22 15:21:39.155231
Average
Yes
Weekly
Apartment
1,180
6,398
23
Female
26,395
Single
2
Master's
Employed
5.917374
Urban
Basic
null
1
562
3
2023-04-04 15:21:39.172097
Average
No
Daily
Condo
48
6,399
33
Male
17,961
Divorced
1
PhD
null
10.854322
Urban
Comprehensive
2
9
744
2
2024-03-04 15:21:39.121169
Average
Yes
Weekly
House
1,092