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
25,300
32
Female
43,419
Single
0
High School
Self-Employed
5.564108
Urban
Basic
1
15
647
3
2020-11-06 15:21:39.237118
Average
Yes
Weekly
Condo
892
25,301
64
Female
3,193
Single
4
Bachelor's
Unemployed
44.527756
Rural
Basic
2
18
null
1
2022-05-13 15:21:39.134960
Poor
No
Monthly
House
2,612
25,302
37
Male
2,873
Single
1
Bachelor's
Employed
45.512656
Suburban
Basic
3
15
324
7
2021-08-21 15:21:39.155231
null
No
Rarely
Apartment
885
25,303
25
Female
11,446
Single
0
Master's
Unemployed
6.28356
Urban
Premium
1
18
775
5
2021-10-01 15:21:39.194829
Good
Yes
Weekly
House
29
25,304
55
Female
39,732
Married
4
Master's
Self-Employed
21.837884
Suburban
Premium
null
17
null
7
2024-03-03 15:21:39.155231
Average
Yes
Daily
Apartment
893
25,305
56
Male
17,227
Married
2
Master's
null
15.5479
Suburban
Premium
2
0
474
6
2022-07-29 15:21:39.091080
Poor
No
Rarely
House
453
25,306
41
Female
16,094
Single
1
High School
null
11.678311
Urban
Comprehensive
null
10
607
5
2020-09-24 15:21:39.185215
Average
Yes
Rarely
Apartment
514
25,307
59
Male
4,866
Married
3
High School
Employed
46.539666
Rural
Comprehensive
4
7
466
2
2023-01-10 15:21:39.211806
Poor
No
Daily
House
818
25,308
44
Female
45,624
Divorced
4
High School
null
6.892239
Suburban
Basic
3
14
526
1
2021-02-09 15:21:39.082499
Poor
No
Monthly
Condo
431
25,309
23
Male
3,851
Single
2
PhD
null
28.724073
Suburban
Basic
0
5
831
4
2019-11-28 15:21:39.117183
Poor
Yes
Weekly
Condo
2,674
25,310
47
Female
14,073
Married
null
High School
Employed
38.636637
Suburban
Basic
0
5
null
9
2020-06-03 15:21:39.276901
Poor
Yes
Weekly
Apartment
1,109
25,311
48
Male
15,735
Divorced
4
High School
Self-Employed
6.011296
Suburban
Basic
1
15
569
1
2022-10-03 15:21:39.134960
Good
No
Daily
Condo
150
25,312
34
Male
812
Divorced
4
Bachelor's
Self-Employed
24.439021
Suburban
Premium
0
5
581
5
2021-03-20 15:21:39.155231
Good
No
Rarely
Apartment
2,116
25,313
60
Female
5,817
Divorced
1
Master's
Unemployed
29.444915
Rural
Premium
1
17
621
2
2021-03-25 15:21:39.123711
Good
Yes
Daily
House
628
25,314
62
Male
77,947
Married
2
Master's
Self-Employed
null
Rural
Comprehensive
2
6
565
4
2022-07-18 15:21:39.155231
Good
Yes
Weekly
Condo
2,142
25,315
27
Male
48,988
Married
1
PhD
Unemployed
37.835668
Rural
Comprehensive
null
1
438
7
2023-01-24 15:21:39.226954
Good
No
Rarely
Apartment
2,311
25,316
19
Female
20,797
Married
2
High School
Self-Employed
41.836972
Suburban
Premium
0
16
372
8
2020-11-03 15:21:39.237118
Good
No
Monthly
Condo
1,204
25,317
35
Male
23,891
Married
1
Master's
null
11.81227
Rural
Comprehensive
1
14
null
8
2022-03-10 15:21:39.118178
Poor
No
Monthly
House
1,085
25,318
36
Male
801
Single
2
Master's
null
18.05127
Urban
Basic
1
0
477
9
2022-10-10 15:21:39.198406
Good
No
Daily
Apartment
1,487
25,319
32
Male
30,983
Divorced
0
Master's
Unemployed
12.684964
Rural
Comprehensive
0
14
612
5
2023-12-14 15:21:39.237118
Poor
Yes
Weekly
Condo
149
25,320
63
Male
16,275
Single
3
High School
Self-Employed
25.136413
Suburban
Premium
1
17
513
5
2024-03-28 15:21:39.191219
Average
Yes
Monthly
House
745
25,321
19
Female
16,339
Married
0
Bachelor's
Employed
10.472684
Rural
Basic
0
4
812
9
2020-02-04 15:21:39.081504
Good
No
Daily
Apartment
3,312
25,322
40
Male
52,864
Married
0
PhD
null
13.40336
Rural
Basic
null
17
324
6
2020-07-11 15:21:39.085129
Average
No
Rarely
Apartment
456
25,323
45
Female
5,854
Married
2
High School
Self-Employed
39.715607
Rural
Premium
0
18
521
6
2021-02-15 15:21:39.168099
Good
No
Daily
Apartment
4,529
25,324
44
Male
15,409
Single
1
High School
Unemployed
20.858261
Rural
Premium
0
0
null
3
2024-03-21 15:21:39.170099
Average
Yes
Daily
Condo
1,069
25,325
34
Male
18,958
Married
0
Master's
Employed
8.907887
Urban
Comprehensive
0
5
776
8
2021-02-11 15:21:39.237118
Average
Yes
Rarely
Condo
1,261
25,326
53
Male
81,140
Single
4
PhD
Self-Employed
null
Urban
Premium
0
3
386
6
2020-03-11 15:21:39.134960
Good
Yes
Rarely
House
2,128
25,327
18
Female
61,550
Divorced
1
Master's
null
11.816371
Rural
Basic
null
3
628
4
2020-02-22 15:21:39.216387
Poor
No
Daily
Condo
4,817
25,328
61
Male
23,886
Married
0
High School
Unemployed
19.209988
Urban
Basic
null
3
477
4
2023-05-21 15:21:39.112553
Average
Yes
Monthly
Condo
1,426
25,329
26
Male
84,090
Married
1
Master's
Self-Employed
48.710315
Urban
Comprehensive
0
16
365
6
2019-11-15 15:21:39.092127
Average
No
Daily
Apartment
840
25,330
26
Female
38,255
Divorced
2
Bachelor's
Employed
null
Suburban
Premium
null
11
null
2
2022-06-24 15:21:39.221386
Poor
No
Rarely
Condo
784
25,331
22
Male
2,904
Married
0
Master's
Self-Employed
null
Suburban
Premium
1
7
662
3
2022-03-18 15:21:39.134960
Good
Yes
Daily
House
961
25,332
57
Female
82,380
Single
3
High School
Unemployed
36.169811
Suburban
Basic
3
4
576
9
2022-10-10 15:21:39.279729
Average
Yes
Monthly
Apartment
110
25,333
21
Male
20,495
Single
2
High School
null
25.539703
Urban
Basic
null
2
657
9
2020-08-22 15:21:39.237118
Average
Yes
Rarely
Apartment
811
25,334
61
Female
7,066
Divorced
0
Bachelor's
Unemployed
12.738949
Urban
Comprehensive
null
13
822
1
2023-09-22 15:21:39.100695
Poor
No
Monthly
Apartment
934
25,335
43
Male
4,538
Married
0
High School
Unemployed
41.646569
Rural
Premium
1
8
393
3
2020-08-08 15:21:39.232526
null
Yes
Weekly
Condo
952
25,336
54
Male
126,933
Single
0
PhD
Unemployed
35.651017
Urban
Basic
null
17
336
4
2024-04-12 15:21:39.168099
Average
Yes
Weekly
Apartment
548
25,337
61
Male
32,622
Single
0
Bachelor's
Employed
13.766103
Urban
Basic
null
11
577
1
2022-03-14 15:21:39.172097
Poor
Yes
Weekly
Condo
2,289
25,338
36
Male
18,609
Single
0
High School
Unemployed
10.90731
Suburban
Comprehensive
null
15
847
5
2022-10-19 15:21:39.254678
Poor
No
Rarely
House
703
25,339
30
Female
32,278
Divorced
0
Bachelor's
null
48.917572
Urban
Comprehensive
null
15
761
8
2021-01-16 15:21:39.155231
Average
Yes
Weekly
Apartment
484
25,340
48
Male
34,941
Divorced
1
High School
Employed
30.81884
Rural
Comprehensive
null
16
734
7
2021-05-29 15:21:39.214388
Poor
No
Rarely
Apartment
321
25,341
63
Male
29,365
Single
4
Master's
Employed
4.786123
Urban
Basic
0
9
628
2
2020-05-18 15:21:39.230483
Poor
No
Daily
Apartment
1,078
25,342
62
Male
26,203
Divorced
null
Bachelor's
Unemployed
19.397866
Urban
Premium
3
18
771
2
2022-09-23 15:21:39.248098
null
Yes
Daily
Condo
1,687
25,343
53
Male
2,894
Married
0
PhD
Self-Employed
39.551443
Suburban
Basic
null
1
615
4
2020-06-02 15:21:39.154008
Average
Yes
Rarely
Condo
3,976
25,344
20
Female
53,786
Single
0
Master's
null
25.525619
Rural
Comprehensive
null
12
527
8
2020-11-01 15:21:39.087123
Good
No
Rarely
Condo
294
25,345
63
Male
133,763
Married
2
Master's
null
null
Suburban
Basic
1
0
802
8
2020-07-02 15:21:39.282785
Poor
Yes
Monthly
Condo
1,839
25,346
46
Female
7,587
Married
0
Master's
Employed
15.965285
Rural
Basic
null
2
773
1
2022-07-13 15:21:39.172097
Average
Yes
Daily
Apartment
1,458
25,347
46
Male
27,430
Single
1
Bachelor's
Employed
18.179301
Rural
Basic
0
19
654
1
2021-11-02 15:21:39.278402
Poor
Yes
Rarely
Condo
810
25,348
null
Female
2,550
Divorced
null
PhD
Unemployed
49.919145
Urban
Premium
1
0
489
4
2021-07-04 15:21:39.134960
Average
Yes
Rarely
House
717
25,349
26
Male
14,862
Married
2
Master's
Employed
null
Rural
Comprehensive
1
6
835
5
2021-03-19 15:21:39.081504
Poor
Yes
Daily
House
1,670
25,350
50
Male
70,946
Divorced
4
Master's
Employed
29.519461
Rural
Comprehensive
2
2
767
6
2022-03-05 15:21:39.168099
Good
No
Weekly
Condo
357
25,351
25
Female
27,281
Married
2
Bachelor's
null
13.07462
Urban
Comprehensive
null
6
611
7
2021-04-29 15:21:39.092127
Poor
Yes
Monthly
Condo
1,074
25,352
35
Male
53,300
Married
3
High School
null
11.946228
Urban
Comprehensive
null
1
384
8
2023-01-20 15:21:39.155231
Good
No
Weekly
House
1,437
25,353
41
Male
61,909
Married
1
High School
Employed
29.341012
Rural
Basic
1
11
719
3
2023-08-02 15:21:39.134960
Average
Yes
Monthly
Condo
283
25,354
36
Female
76,937
Single
3
PhD
null
24.261332
Suburban
Basic
4
12
498
6
2022-07-24 15:21:39.285112
Poor
Yes
Monthly
House
1,270
25,355
26
Female
14,092
Married
3
High School
Self-Employed
20.793434
Rural
Comprehensive
null
14
785
1
2020-01-11 15:21:39.191219
null
Yes
Daily
House
731
25,356
43
Female
1,369
Single
2
Master's
Unemployed
null
Urban
Basic
1
12
755
1
2021-08-14 15:21:39.254678
Poor
Yes
Weekly
House
638
25,357
19
Male
null
Single
4
Bachelor's
null
37.754571
Urban
Basic
null
16
null
6
2024-02-08 15:21:39.080440
Good
No
Rarely
Condo
219
25,358
62
Male
63,551
Divorced
1
Master's
null
32.457984
Suburban
Comprehensive
2
9
483
3
2020-05-30 15:21:39.155231
Good
No
Daily
House
130
25,359
30
Male
48,988
Married
2
Master's
null
30.936804
Suburban
Basic
1
5
794
4
2023-11-05 15:21:39.246098
Average
No
Rarely
Apartment
120
25,360
40
Male
null
Single
1
PhD
Unemployed
7.924227
Urban
Basic
0
3
333
4
2020-11-29 15:21:39.245086
Average
No
Weekly
Condo
2,292
25,361
53
Female
39,739
Married
2
Master's
Unemployed
24.990792
Urban
Premium
1
2
829
5
2020-01-12 15:21:39.134960
Good
Yes
Daily
Condo
481
25,362
54
Female
10,074
Married
4
Master's
Self-Employed
45.456058
Urban
Comprehensive
2
19
562
5
2021-04-21 15:21:39.130190
Good
Yes
Monthly
Apartment
975
25,363
19
Female
10,501
Divorced
1
Master's
Self-Employed
35.901831
Urban
Premium
null
0
538
4
2019-10-19 15:21:39.105504
Average
No
Daily
House
172
25,364
53
Male
9,108
Single
0
Master's
Self-Employed
41.241395
Suburban
Comprehensive
1
4
807
3
2022-08-27 15:21:39.092127
Poor
No
Rarely
Apartment
795
25,365
49
Male
null
Divorced
0
Bachelor's
null
29.81678
Rural
Premium
4
15
387
2
2022-08-25 15:21:39.143708
Poor
No
Rarely
Apartment
1,116
25,366
60
Female
56,414
Single
1
PhD
Employed
25.236836
Rural
Premium
0
10
462
2
2020-12-14 15:21:39.129190
Good
Yes
Daily
Apartment
1,887
25,367
41
Female
44,943
Divorced
2
Master's
Unemployed
8.913393
Rural
Basic
1
11
730
1
2020-08-07 15:21:39.087123
Average
Yes
Daily
Condo
2,721
25,368
58
Female
3,908
Married
4
Bachelor's
Self-Employed
27.724697
Rural
Comprehensive
3
2
683
7
2022-04-30 15:21:39.155231
null
No
Weekly
Condo
857
25,369
19
Female
38,101
Married
4
Bachelor's
Employed
15.955353
Suburban
Premium
2
11
673
7
2021-02-16 15:21:39.081504
Poor
Yes
Monthly
Condo
26
25,370
30
Female
85,560
Single
1
Bachelor's
Employed
25.527758
Urban
Basic
null
7
370
7
2022-01-17 15:21:39.280784
Good
Yes
Daily
House
431
25,371
47
Female
9,939
Divorced
4
Master's
null
35.065842
Rural
Basic
null
10
615
3
2024-02-10 15:21:39.134960
Poor
No
Monthly
House
1,044
25,372
49
Female
5,428
Married
3
PhD
Self-Employed
4.664539
Suburban
Basic
1
2
786
3
2021-07-26 15:21:39.237118
null
Yes
Daily
House
1,355
25,373
25
Male
16,862
Married
null
PhD
Self-Employed
19.539102
Suburban
Premium
1
14
506
5
2021-09-16 15:21:39.134960
null
No
Rarely
Condo
941
25,374
19
Male
1,694
Divorced
2
High School
null
13.832806
Urban
Comprehensive
1
10
468
5
2023-05-25 15:21:39.085129
Average
Yes
Rarely
House
693
25,375
41
Female
79,826
Married
2
Bachelor's
Employed
19.523411
Suburban
Comprehensive
1
3
330
9
2023-03-01 15:21:39.146733
Average
No
Rarely
House
38
25,376
47
Female
30,600
Divorced
3
Bachelor's
null
24.366767
Rural
Comprehensive
null
18
653
3
2023-12-02 15:21:39.155231
Poor
No
Monthly
Condo
431
25,377
37
Female
926
Married
1
High School
Employed
null
Urban
Premium
1
10
743
3
2022-03-17 15:21:39.237118
Average
Yes
Rarely
Condo
1,631
25,378
34
Female
144,724
Single
2
Master's
null
26.171321
Suburban
Premium
null
8
390
3
2021-07-25 15:21:39.279729
Poor
Yes
Daily
House
801
25,379
45
Male
2,488
Single
2
PhD
Employed
29.936582
Rural
Comprehensive
2
5
null
3
2022-08-16 15:21:39.134960
Average
No
Weekly
House
3,289
25,380
55
Male
12,984
Married
1
PhD
Employed
50.801601
Rural
Basic
1
14
603
2
2022-12-21 15:21:39.111551
Good
Yes
Monthly
Apartment
722
25,381
50
Female
18,073
Divorced
1
High School
Employed
30.136441
Rural
Premium
1
12
439
2
2020-08-11 15:21:39.134960
Good
No
Monthly
Condo
2,122
25,382
36
Female
80,562
Married
2
High School
null
21.965143
Suburban
Basic
0
15
429
1
2023-05-08 15:21:39.134960
Good
Yes
Monthly
House
817
25,383
26
Male
8,791
Married
null
High School
Self-Employed
21.958477
Rural
Comprehensive
null
19
613
2
2021-01-22 15:21:39.105504
Good
Yes
Daily
Condo
563
25,384
21
Male
17,992
Divorced
0
Master's
null
29.45103
Rural
Comprehensive
null
1
569
5
2023-02-23 15:21:39.096739
Average
No
Monthly
Condo
1,166
25,385
64
Male
104,759
Divorced
null
PhD
null
8.093242
Urban
Premium
0
5
306
7
2019-11-11 15:21:39.268507
Average
No
Monthly
Condo
254
25,386
64
Female
2,379
Married
4
Bachelor's
Self-Employed
22.048515
Urban
Premium
0
5
699
6
2023-06-26 15:21:39.126661
Good
Yes
Monthly
Condo
4,053
25,387
47
Male
42,736
Divorced
3
Bachelor's
Employed
29.077557
Suburban
Comprehensive
0
16
506
6
2024-05-10 15:21:39.280784
Good
Yes
Rarely
Condo
386
25,388
30
Male
30,644
Married
0
Bachelor's
Employed
15.010769
Rural
Premium
null
1
713
5
2021-09-01 15:21:39.251142
Average
No
Weekly
Condo
839
25,389
31
Male
25,776
Married
0
PhD
Self-Employed
38.373432
Rural
Premium
3
16
719
2
2022-08-17 15:21:39.279729
Poor
No
Rarely
Apartment
484
25,390
59
Male
52,223
Married
2
PhD
null
26.90773
Urban
Premium
2
14
810
2
2020-01-20 15:21:39.170099
Average
No
Monthly
House
110
25,391
28
Female
44,604
Married
1
High School
Employed
15.441835
Rural
Premium
0
12
614
4
2021-12-18 15:21:39.155231
Good
Yes
Weekly
Apartment
2,489
25,392
24
Female
3,042
Divorced
4
Bachelor's
Employed
27.070929
Suburban
Premium
3
11
603
5
2020-04-26 15:21:39.192212
null
Yes
Weekly
Apartment
1,133
25,393
48
Male
29,897
Married
0
PhD
Unemployed
13.727858
Urban
Comprehensive
1
5
785
9
2020-08-09 15:21:39.126661
Good
Yes
Rarely
House
1,078
25,394
22
Female
44,776
Single
4
Master's
Unemployed
30.430213
Urban
Premium
0
19
573
4
2023-05-19 15:21:39.181605
Poor
No
Monthly
House
581
25,395
60
Male
10,791
Married
null
High School
Self-Employed
30.890706
Rural
Premium
2
3
598
9
2022-01-02 15:21:39.134960
Good
Yes
Daily
Apartment
1,757
25,396
42
Male
44,260
Married
0
PhD
Employed
39.504429
Suburban
Premium
0
17
454
5
2020-05-04 15:21:39.094752
null
No
Weekly
Condo
1,270
25,397
46
Male
20,300
Married
3
Bachelor's
Employed
35.69974
Rural
Basic
0
11
762
5
2024-05-16 15:21:39.144722
null
No
Daily
Apartment
1,164
25,398
55
Male
12,056
Married
3
Bachelor's
Self-Employed
16.067846
Rural
Premium
null
6
667
7
2023-08-22 15:21:39.190215
Average
Yes
Daily
Condo
3,664
25,399
45
Female
1,761
Single
1
PhD
Unemployed
27.926881
Suburban
Basic
2
5
561
6
2022-03-19 15:21:39.288099
Good
No
Monthly
Apartment
1,855