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
10,300
34
Male
2,784
Single
0
High School
Employed
33.619061
Suburban
Comprehensive
0
0
442
7
2023-11-24 15:21:39.177724
Poor
No
Daily
Condo
1,326
10,301
35
Male
23,593
Divorced
2
Master's
Employed
20.818363
Urban
Basic
null
11
538
7
2022-08-19 15:21:39.097737
Good
No
Weekly
House
1,404
10,302
50
Female
30,462
Married
3
Master's
null
36.934849
Suburban
Comprehensive
null
15
716
4
2024-07-11 15:21:39.248098
Good
Yes
Daily
House
1,327
10,303
43
Female
24,682
null
0
Master's
Self-Employed
22.696778
Suburban
Comprehensive
2
7
null
4
2021-05-06 15:21:39.207847
Poor
No
Weekly
Apartment
518
10,304
20
Female
5,090
Divorced
2
Master's
null
12.782526
Urban
Premium
null
14
678
9
2023-07-16 15:21:39.155231
Good
No
Monthly
Condo
739
10,305
59
Male
16,096
Married
1
PhD
Employed
16.790749
Suburban
Comprehensive
null
8
820
1
2020-01-05 15:21:39.219432
Poor
No
Daily
Condo
1,507
10,306
37
Female
24,360
Married
1
PhD
Unemployed
18.827246
Suburban
Basic
null
7
579
1
2022-12-08 15:21:39.229482
Good
Yes
Daily
Apartment
672
10,307
64
Male
30,497
Divorced
null
High School
Unemployed
8.096115
Urban
Basic
1
3
542
9
2023-08-26 15:21:39.167099
Good
No
Daily
Apartment
843
10,308
22
Male
18,194
Single
4
PhD
null
27.162771
Suburban
Basic
0
15
744
9
2023-08-11 15:21:39.155231
null
No
Monthly
Apartment
2,339
10,309
57
Male
66
null
4
High School
Self-Employed
17.863914
Urban
Comprehensive
null
10
536
3
2021-03-15 15:21:39.174719
Good
Yes
Monthly
House
3,129
10,310
30
Female
28,583
Divorced
1
Master's
Unemployed
26.072222
Rural
Basic
1
0
557
1
2020-04-11 15:21:39.155231
Average
No
Daily
Condo
981
10,311
21
Male
1,333
Married
3
High School
Employed
27.695826
Suburban
Basic
2
17
391
1
2020-04-10 15:21:39.257696
Good
Yes
Weekly
Apartment
618
10,312
26
Female
3,736
Divorced
0
High School
Employed
14.167722
Suburban
Premium
0
6
null
8
2024-04-25 15:21:39.260856
Average
Yes
Monthly
House
1,834
10,313
59
Male
18,077
Married
1
High School
Unemployed
25.084666
Suburban
Premium
2
5
719
6
2019-08-30 15:21:39.134960
Good
Yes
Rarely
House
571
10,314
40
Female
43,812
Single
1
Master's
null
50.838473
Rural
Comprehensive
1
9
743
9
2021-06-29 15:21:39.134960
null
No
Daily
Apartment
926
10,315
26
Male
27,042
Married
0
High School
null
17.928144
Suburban
Basic
1
17
607
9
2021-01-21 15:21:39.204790
Poor
Yes
Rarely
Condo
587
10,316
51
Female
null
Single
4
Master's
Unemployed
23.522664
Urban
Basic
1
18
323
8
2024-03-20 15:21:39.102694
Average
No
Rarely
Apartment
786
10,317
18
Male
44,998
Single
3
High School
null
24.751596
Urban
Comprehensive
0
12
746
8
2023-07-26 15:21:39.155231
Poor
Yes
Daily
Condo
565
10,318
32
Male
24,385
Married
2
Bachelor's
Unemployed
17.397967
Suburban
Basic
1
5
440
9
2022-02-17 15:21:39.155231
Average
Yes
Monthly
House
464
10,319
58
Female
5,892
Single
4
Bachelor's
Unemployed
33.337401
Rural
Basic
null
13
682
2
2020-12-02 15:21:39.263607
Poor
No
Weekly
House
662
10,320
26
Female
39,600
Divorced
4
Master's
Self-Employed
33.694671
Urban
Comprehensive
0
7
662
8
2023-08-24 15:21:39.197445
Poor
Yes
Weekly
Apartment
1,794
10,321
53
Female
null
Single
3
Bachelor's
Employed
10.195972
Suburban
Basic
null
16
446
6
2022-12-16 15:21:39.155231
Average
Yes
Rarely
House
99
10,322
51
Male
28,052
Divorced
3
High School
Self-Employed
47.764383
Suburban
Comprehensive
1
3
677
2
2022-09-02 15:21:39.155231
Good
Yes
Daily
Apartment
926
10,323
31
Male
36,322
Divorced
0
PhD
Employed
50.534856
Urban
Premium
0
11
706
4
2022-05-31 15:21:39.091080
Poor
Yes
Daily
Condo
2,371
10,324
20
Male
7,438
Married
2
Bachelor's
Employed
36.788224
Rural
Basic
2
6
null
8
2021-08-12 15:21:39.132191
Average
No
Weekly
House
1,138
10,325
43
Female
56,447
Divorced
2
PhD
Employed
27.637191
Suburban
Basic
0
3
477
2
2021-11-04 15:21:39.244069
Average
Yes
Monthly
Apartment
2,918
10,326
50
Male
15,126
Married
3
High School
null
34.658615
Rural
Basic
2
5
840
1
2022-07-12 15:21:39.155231
null
No
Rarely
Apartment
1,684
10,327
41
Male
1,724
Divorced
1
High School
Self-Employed
27.90786
Urban
Premium
null
3
609
4
2020-05-30 15:21:39.079128
null
Yes
Monthly
House
574
10,328
61
Female
46,356
Divorced
3
PhD
Self-Employed
47.325812
Urban
Basic
null
17
843
8
2019-09-20 15:21:39.282785
null
Yes
Daily
Condo
672
10,329
61
Female
104,730
Married
null
Bachelor's
null
5.581589
Rural
Basic
null
9
413
6
2021-02-07 15:21:39.281787
Average
No
Rarely
Apartment
1,892
10,330
57
Male
128,889
null
0
PhD
null
29.683161
Suburban
Basic
null
18
471
8
2022-06-12 15:21:39.134960
Poor
No
Weekly
Condo
872
10,331
63
Male
14,013
Married
2
Master's
Unemployed
18.564194
Urban
Comprehensive
0
5
356
6
2024-07-18 15:21:39.264504
Good
No
Daily
Apartment
1,156
10,332
61
Female
44,930
Divorced
4
Bachelor's
null
20.836654
Rural
Premium
null
11
674
3
2024-08-04 15:21:39.134960
Good
No
Daily
Apartment
27
10,333
35
Male
23,401
Married
2
High School
null
39.567298
Urban
Basic
null
15
544
2
2023-05-10 15:21:39.149731
Good
Yes
Monthly
House
514
10,334
27
Male
6,092
Single
2
Bachelor's
Unemployed
43.695549
Urban
Premium
1
0
671
3
2023-07-30 15:21:39.181605
Good
No
Weekly
Apartment
1,158
10,335
62
Female
10,027
Single
2
PhD
Employed
49.739595
Urban
Basic
1
4
662
2
2023-03-10 15:21:39.288099
Poor
No
Rarely
Condo
1,242
10,336
62
Male
5,502
Married
1
Bachelor's
null
42.539287
Urban
Premium
1
11
543
1
2021-01-07 15:21:39.204790
Good
Yes
Rarely
Condo
2,002
10,337
56
Male
1,809
Divorced
4
Master's
Unemployed
28.097981
Rural
Premium
0
16
464
7
2020-07-20 15:21:39.134960
Average
No
Rarely
Apartment
2,172
10,338
53
Female
1,169
Divorced
0
PhD
Unemployed
41.076893
Suburban
Basic
null
12
null
7
2024-07-24 15:21:39.095696
Average
Yes
Monthly
Apartment
2,012
10,339
43
Male
51,741
Single
2
Bachelor's
null
16.951701
Urban
Comprehensive
0
9
346
2
2021-12-13 15:21:39.194829
Average
No
Daily
Apartment
1,733
10,340
null
Male
28,503
Divorced
3
Bachelor's
null
22.845891
Rural
Premium
1
14
574
8
2022-03-17 15:21:39.134960
Poor
Yes
Rarely
Condo
581
10,341
27
Female
28,059
Married
2
PhD
Self-Employed
14.991583
Suburban
Comprehensive
0
9
574
9
2021-02-01 15:21:39.200452
Poor
Yes
Rarely
Condo
1,388
10,342
42
Male
17,012
Married
4
PhD
Unemployed
22.818892
Rural
Basic
3
2
582
3
2023-03-06 15:21:39.211806
null
Yes
Weekly
Apartment
549
10,343
52
Female
34,757
Married
0
Bachelor's
null
3.545469
Suburban
Comprehensive
1
12
819
1
2020-08-14 15:21:39.289099
Poor
Yes
Monthly
House
514
10,344
36
Male
38,368
Single
1
PhD
Self-Employed
22.777656
Suburban
Basic
null
1
842
1
2021-10-16 15:21:39.098696
Poor
Yes
Monthly
Apartment
890
10,345
59
Female
null
Married
4
Bachelor's
Self-Employed
20.749757
Rural
Premium
1
12
309
3
2022-05-07 15:21:39.104139
Good
No
Weekly
Condo
1,710
10,346
31
Male
126,581
Single
1
PhD
null
39.532181
Suburban
Comprehensive
1
4
403
2
2023-10-06 15:21:39.155231
Good
No
Rarely
Condo
1,077
10,347
28
Female
52,223
Divorced
3
Master's
Employed
37.526819
Rural
Premium
2
1
392
3
2020-03-05 15:21:39.191219
Average
Yes
Rarely
Apartment
586
10,348
23
Male
11,666
Married
1
Master's
Self-Employed
30.167513
Rural
Premium
null
16
766
2
2023-11-23 15:21:39.249100
Average
No
Rarely
Apartment
498
10,349
47
Male
78,926
Married
1
PhD
Self-Employed
10.933232
Suburban
Comprehensive
null
8
809
8
2022-01-10 15:21:39.134960
Poor
Yes
Weekly
House
255
10,350
60
Female
34,823
Single
1
High School
null
10.796734
Urban
Comprehensive
2
8
615
1
2023-12-04 15:21:39.080440
Poor
No
Weekly
Condo
1,693
10,351
40
Female
53,943
Single
2
PhD
Self-Employed
20.124562
Urban
Basic
1
9
824
4
2019-09-26 15:21:39.085129
Good
Yes
Daily
Apartment
3,568
10,352
48
Female
146,864
Single
2
Master's
Employed
null
Suburban
Basic
null
18
570
1
2022-10-20 15:21:39.152732
null
No
Monthly
House
1,096
10,353
21
Male
27,189
Single
1
Master's
null
29.684589
Urban
Comprehensive
0
15
312
9
2024-04-06 15:21:39.168099
Poor
Yes
Daily
House
1,754
10,354
52
Male
16,456
Divorced
null
PhD
null
45.509324
Urban
Premium
1
12
492
4
2022-06-20 15:21:39.155231
Good
No
Monthly
Apartment
2,887
10,355
44
Female
13,152
Divorced
null
Bachelor's
Employed
40.796987
Suburban
Comprehensive
0
13
389
4
2023-08-24 15:21:39.237118
Average
No
Weekly
Apartment
2,658
10,356
51
Male
7,350
Single
1
Bachelor's
null
49.976608
Urban
Basic
null
11
710
8
2019-10-20 15:21:39.120168
Good
Yes
Daily
House
680
10,357
23
Female
43,837
Married
null
High School
Employed
26.977193
Rural
Basic
0
7
829
9
2022-12-04 15:21:39.237118
Poor
No
Rarely
Condo
1,308
10,358
21
Female
24,996
Married
3
PhD
Employed
35.005947
Urban
Comprehensive
null
8
485
1
2020-02-15 15:21:39.133866
Average
No
Rarely
House
2,780
10,359
38
Female
15,982
Single
2
Bachelor's
null
46.933128
Urban
Basic
null
13
812
5
2024-02-24 15:21:39.121169
Good
Yes
Daily
House
934
10,360
61
Male
9,892
Single
1
PhD
Employed
21.918379
Rural
Basic
null
8
695
1
2020-06-02 15:21:39.204790
Average
No
Rarely
House
739
10,361
30
Female
null
Divorced
2
High School
Self-Employed
12.493399
Rural
Premium
0
18
410
8
2022-03-05 15:21:39.180553
Average
Yes
Rarely
Condo
1,484
10,362
20
Female
6,917
Divorced
4
High School
Unemployed
47.0783
Rural
Basic
1
3
558
7
2023-04-07 15:21:39.264504
Good
No
Monthly
House
1,734
10,363
21
Female
59,628
Married
3
Bachelor's
Unemployed
17.283435
Rural
Premium
0
2
412
2
2021-11-03 15:21:39.175719
Poor
Yes
Rarely
Condo
1,744
10,364
57
Female
18,063
Single
1
Bachelor's
Self-Employed
null
Suburban
Comprehensive
2
0
829
4
2019-10-15 15:21:39.171102
Poor
No
Weekly
House
516
10,365
43
Female
3,852
Married
2
PhD
null
19.296825
Rural
Basic
3
10
647
6
2023-11-03 15:21:39.101733
Good
No
Rarely
House
245
10,366
34
Male
25,571
Divorced
3
Master's
null
14.064176
Suburban
Comprehensive
null
12
null
3
2021-04-29 15:21:39.123711
Good
Yes
Weekly
House
2,076
10,367
35
Female
6,760
Single
null
Master's
Unemployed
29.835241
Suburban
Comprehensive
1
0
590
1
2021-03-28 15:21:39.083497
Poor
Yes
Rarely
House
1,996
10,368
null
Male
36,404
Divorced
0
Master's
Employed
15.96711
Urban
Comprehensive
null
15
604
1
2022-03-02 15:21:39.180553
Poor
No
Rarely
House
589
10,369
48
Female
101,671
Married
2
Bachelor's
null
38.334781
Rural
Comprehensive
1
4
630
1
2023-02-28 15:21:39.194829
Poor
No
Daily
Condo
367
10,370
45
Female
14,030
Divorced
null
Master's
Unemployed
15.752572
Suburban
Basic
3
4
583
1
2021-01-07 15:21:39.207847
Average
No
Weekly
Apartment
2,804
10,371
23
Male
827
Married
2
Bachelor's
Employed
null
Rural
Basic
1
9
590
5
2020-03-28 15:21:39.091080
Average
Yes
Daily
Apartment
664
10,372
19
Female
110,847
Single
1
PhD
Employed
16.996611
Urban
Premium
null
17
695
1
2020-09-08 15:21:39.265513
Good
No
Monthly
House
335
10,373
62
Female
106,523
Divorced
2
Master's
Employed
40.191114
Rural
Basic
2
13
361
7
2020-02-21 15:21:39.256696
Poor
Yes
Weekly
Condo
675
10,374
49
Male
44,949
Single
3
PhD
null
10.271974
Suburban
Basic
0
16
491
1
2023-09-03 15:21:39.237118
Average
Yes
Daily
Condo
587
10,375
50
Female
17
Married
1
PhD
Unemployed
22.836785
Urban
Comprehensive
0
2
562
4
2020-06-11 15:21:39.222387
Average
Yes
Monthly
House
905
10,376
39
Female
102,054
Divorced
4
PhD
Unemployed
13.323423
Suburban
Comprehensive
null
9
418
6
2020-09-01 15:21:39.290098
Poor
Yes
Monthly
Condo
1,314
10,377
36
Male
81,453
Divorced
3
High School
Self-Employed
27.237537
Suburban
Comprehensive
null
4
425
5
2019-10-04 15:21:39.125660
Good
Yes
Weekly
Apartment
3,030
10,378
36
Male
20,892
Divorced
0
PhD
null
41.844236
Suburban
Basic
1
13
814
5
2023-06-26 15:21:39.144722
Poor
No
Daily
Condo
901
10,379
47
Male
42,435
Married
3
Master's
Self-Employed
39.976204
Urban
Premium
0
15
658
7
2023-11-24 15:21:39.155231
Good
No
Weekly
Condo
166
10,380
57
Female
70,214
Single
0
Bachelor's
null
29.957375
Urban
Basic
0
16
363
9
2023-02-05 15:21:39.279729
Average
Yes
Rarely
Apartment
1,978
10,381
46
Female
6,904
Divorced
0
PhD
Self-Employed
18.953152
Rural
Premium
null
11
792
3
2024-03-19 15:21:39.245086
Average
No
Rarely
House
2,083
10,382
38
Female
17,111
Married
null
PhD
null
13.639408
Rural
Comprehensive
0
18
null
5
2020-08-22 15:21:39.172097
Good
Yes
Daily
Condo
744
10,383
59
Female
17,901
Single
0
Master's
Self-Employed
38.097522
Suburban
Comprehensive
null
17
688
8
2019-12-14 15:21:39.155231
Average
No
Weekly
Condo
574
10,384
42
Female
51,609
Single
4
High School
Unemployed
51.010858
Rural
Basic
3
0
759
4
2024-05-15 15:21:39.098696
Good
No
Weekly
Condo
552
10,385
57
Male
21,712
Divorced
4
PhD
Unemployed
48.595501
Suburban
Comprehensive
1
13
332
3
2022-07-10 15:21:39.202448
Good
Yes
Rarely
House
506
10,386
55
Male
901
Divorced
null
PhD
null
43.923465
Urban
Premium
1
5
null
3
2023-11-02 15:21:39.134960
Poor
No
Daily
Apartment
402
10,387
19
Male
3,924
Married
null
PhD
null
25.362067
Urban
Basic
0
5
484
3
2022-07-26 15:21:39.206847
Poor
Yes
Weekly
House
597
10,388
54
Female
923
Single
3
PhD
null
32.547834
Rural
Premium
1
3
677
4
2020-09-22 15:21:39.248098
Poor
Yes
Monthly
Apartment
2,108
10,389
49
Male
116,326
Married
4
Master's
Employed
12.798867
Urban
Basic
null
2
361
6
2019-09-19 15:21:39.222387
Poor
No
Daily
House
2,446
10,390
39
Female
11,262
Single
4
PhD
Unemployed
28.749301
Urban
Basic
0
3
720
3
2023-08-12 15:21:39.095696
Good
Yes
Monthly
Apartment
562
10,391
54
Male
null
Divorced
0
PhD
Self-Employed
51.944178
Suburban
Basic
0
3
564
6
2023-06-25 15:21:39.283783
Good
No
Rarely
Apartment
787
10,392
34
Male
10,066
Divorced
1
Master's
Self-Employed
7.231617
Rural
Comprehensive
null
4
624
1
2022-04-21 15:21:39.134960
Poor
Yes
Rarely
Apartment
654
10,393
34
Female
43,485
Divorced
1
PhD
Employed
21.090618
Rural
Premium
0
16
null
7
2020-04-22 15:21:39.259788
Poor
Yes
Weekly
Apartment
565
10,394
36
Male
132,748
Single
0
High School
Unemployed
41.970921
Rural
Basic
1
14
710
7
2019-11-11 15:21:39.155231
Poor
No
Monthly
Apartment
398
10,395
26
Female
116,445
Divorced
3
PhD
Self-Employed
22.05119
Rural
Premium
null
17
564
3
2021-12-25 15:21:39.187211
Average
Yes
Rarely
House
3,613
10,396
54
Male
45,905
Single
2
Master's
null
30.240005
Suburban
Premium
0
1
799
5
2023-03-01 15:21:39.134960
Poor
No
Daily
Condo
31
10,397
56
Male
29,862
Single
4
Bachelor's
Self-Employed
22.919444
Rural
Comprehensive
0
16
576
1
2020-05-08 15:21:39.214388
Average
No
Weekly
Apartment
715
10,398
44
Male
141,639
Divorced
2
High School
Unemployed
null
Rural
Premium
1
13
484
2
2023-07-22 15:21:39.147735
Good
No
Daily
Condo
1,160
10,399
30
Female
5,548
Married
0
PhD
Self-Employed
13.974644
Urban
Basic
1
13
828
3
2022-02-12 15:21:39.187211
Average
No
Rarely
Apartment
1,277