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
1,175,300
49
Male
10,546
Married
1
PhD
Unemployed
7.819289
Rural
Premium
null
11
761
7
2024-07-11 15:21:39.255696
Poor
No
Monthly
Condo
2,390
1,175,301
59
Male
5,927
Married
2
Bachelor's
Self-Employed
46.456415
Suburban
Basic
null
7
613
8
2020-05-14 15:21:39.182597
Good
Yes
Monthly
House
1,085
1,175,302
37
Female
null
Married
2
PhD
Employed
25.819657
Urban
Comprehensive
null
10
312
1
2022-12-03 15:21:39.196387
Good
Yes
Weekly
Apartment
21
1,175,303
43
Male
46,118
Divorced
0
Bachelor's
Unemployed
22.681326
Suburban
Comprehensive
0
2
482
2
2020-06-01 15:21:39.095696
Poor
No
Daily
House
340
1,175,304
28
Female
69,749
Married
3
High School
Unemployed
24.064154
Urban
Premium
0
12
482
2
2022-02-16 15:21:39.205850
null
Yes
Daily
Condo
2,033
1,175,305
49
Male
102,523
Single
2
High School
Employed
24.80244
Urban
Premium
0
2
436
3
2021-01-15 15:21:39.261856
Poor
Yes
Rarely
Condo
654
1,175,306
62
Male
26,962
Married
0
Master's
Self-Employed
39.979751
Rural
Comprehensive
0
3
782
1
2023-01-29 15:21:39.176717
Poor
Yes
Monthly
Apartment
748
1,175,307
38
Male
34,350
Divorced
2
Bachelor's
Unemployed
26.582569
Rural
Comprehensive
1
11
698
9
2019-11-23 15:21:39.082499
Average
Yes
Weekly
Apartment
1,746
1,175,308
33
Female
86,442
Divorced
0
Master's
Self-Employed
26.856381
Rural
Premium
2
1
463
8
2024-08-09 15:21:39.133866
Average
No
Monthly
Condo
44
1,175,309
33
Female
31,004
Single
3
PhD
Self-Employed
43.137843
Suburban
Basic
null
9
502
1
2021-05-26 15:21:39.218388
Good
No
Monthly
Condo
1,334
1,175,310
42
Female
28,665
Married
4
High School
Self-Employed
47.023445
Suburban
Premium
null
5
646
2
2020-01-19 15:21:39.155231
Good
No
Weekly
Apartment
2,138
1,175,311
47
Female
145,723
Divorced
3
Master's
Unemployed
null
Urban
Comprehensive
1
12
482
5
2021-10-25 15:21:39.172097
Poor
Yes
Daily
House
668
1,175,312
24
Male
43,845
Married
2
PhD
Employed
4.781954
Suburban
Premium
null
19
607
3
2020-01-27 15:21:39.132191
Average
Yes
Weekly
Apartment
2,133
1,175,313
36
Female
19,793
Divorced
4
Bachelor's
Self-Employed
44.163818
Rural
Comprehensive
1
14
476
2
2021-08-04 15:21:39.133866
Poor
Yes
Monthly
Condo
823
1,175,314
51
Female
5,060
Divorced
2
Master's
Unemployed
13.167938
Rural
Comprehensive
null
10
703
4
2023-01-26 15:21:39.188220
Average
Yes
Weekly
House
556
1,175,315
38
Female
38,152
Divorced
3
High School
Self-Employed
25.843752
Rural
Premium
0
18
312
4
2021-02-27 15:21:39.222387
Good
Yes
Monthly
Condo
437
1,175,316
39
Male
71,220
Divorced
1
PhD
Employed
27.6364
Rural
Premium
2
19
712
5
2020-12-24 15:21:39.091080
Poor
Yes
Weekly
House
73
1,175,317
null
Female
10,095
Married
0
Master's
null
30.029066
Urban
Basic
null
9
796
7
2023-11-22 15:21:39.255696
Average
Yes
Weekly
Condo
815
1,175,318
42
Male
17,087
Divorced
null
High School
Unemployed
20.828009
Urban
Comprehensive
null
9
454
9
2019-09-25 15:21:39.253660
Good
Yes
Rarely
House
689
1,175,319
53
Female
11,414
Divorced
0
High School
Unemployed
24.296819
Rural
Comprehensive
2
15
841
9
2024-07-16 15:21:39.252145
Good
No
Weekly
House
122
1,175,320
61
Male
51,490
Single
0
PhD
null
9.812063
Urban
Basic
1
2
693
6
2024-08-14 15:21:39.211806
Good
No
Monthly
Condo
210
1,175,321
39
Female
44,193
Divorced
3
Master's
Unemployed
20.95229
Suburban
Basic
null
8
848
9
2020-05-23 15:21:39.221386
Good
No
Rarely
House
815
1,175,322
29
Female
22,717
Divorced
2
Bachelor's
null
16.730213
Rural
Premium
2
11
830
2
2022-02-25 15:21:39.155231
Good
No
Rarely
House
1,034
1,175,323
23
Female
1,344
Divorced
null
PhD
Self-Employed
12.784889
Urban
Comprehensive
2
0
751
5
2021-04-29 15:21:39.149731
Average
No
Rarely
Apartment
567
1,175,324
52
Female
27,111
Single
4
Master's
Unemployed
19.791448
Urban
Basic
2
3
439
1
2022-01-27 15:21:39.155231
Poor
Yes
Monthly
Apartment
642
1,175,325
54
Female
2,445
Single
0
Master's
null
6.788481
Rural
Comprehensive
1
19
398
4
2021-03-20 15:21:39.280784
Poor
No
Weekly
Condo
29
1,175,326
41
Male
7,073
Divorced
2
High School
null
27.993699
Urban
Premium
0
19
null
7
2021-02-14 15:21:39.192212
Poor
Yes
Monthly
Apartment
646
1,175,327
54
Male
38,216
Divorced
null
Bachelor's
Employed
25.818276
Rural
Comprehensive
0
5
549
9
2020-05-20 15:21:39.086123
Average
No
Weekly
Condo
1,377
1,175,328
38
Female
21,505
Married
0
Bachelor's
Self-Employed
18.476627
Rural
Basic
2
4
508
1
2021-01-23 15:21:39.214388
Average
No
Monthly
House
729
1,175,329
33
Male
null
Divorced
3
PhD
Unemployed
25.497025
Rural
Premium
null
10
812
9
2024-04-20 15:21:39.253660
Average
No
Daily
Apartment
45
1,175,330
24
Male
null
Divorced
3
High School
null
38.71284
Suburban
Basic
2
18
526
7
2019-11-10 15:21:39.244069
Average
Yes
Monthly
House
38
1,175,331
45
Male
4,845
Married
0
PhD
Employed
38.03867
Urban
Comprehensive
2
2
549
4
2022-04-17 15:21:39.210805
Poor
No
Rarely
Apartment
586
1,175,332
56
Female
91,259
Divorced
2
Bachelor's
Employed
40.055841
Rural
Basic
0
17
448
3
2021-03-04 15:21:39.134960
Average
No
Daily
House
981
1,175,333
19
Female
907
Married
2
High School
Unemployed
19.917692
Rural
Basic
null
1
613
7
2022-09-20 15:21:39.255696
Average
No
Weekly
House
2,553
1,175,334
25
Male
2,733
Married
0
PhD
Self-Employed
50.534926
Rural
Basic
3
5
624
4
2019-09-01 15:21:39.155231
Poor
No
Monthly
Apartment
1,694
1,175,335
34
Male
10,001
Married
2
Bachelor's
Unemployed
29.811325
Suburban
Comprehensive
0
0
804
4
2023-12-21 15:21:39.155231
Poor
No
Rarely
Condo
2,327
1,175,336
60
Male
46,372
Divorced
2
Bachelor's
null
35.948268
Urban
Comprehensive
1
18
450
9
2020-01-20 15:21:39.280784
Average
No
Monthly
House
373
1,175,337
31
Male
45,940
Single
3
High School
null
16.98983
Suburban
Comprehensive
0
1
756
2
2021-09-24 15:21:39.155231
Good
Yes
Daily
House
1,141
1,175,338
24
Male
2,065
Divorced
2
PhD
Employed
26.038747
Urban
Premium
0
17
517
5
2023-08-27 15:21:39.143708
Good
No
Daily
House
2,106
1,175,339
19
Female
35,385
Married
4
High School
null
11.852509
Urban
Comprehensive
1
14
369
1
2022-03-23 15:21:39.288099
Good
No
Daily
Apartment
2,892
1,175,340
43
Male
5,823
Single
0
Master's
null
21.814478
Rural
Comprehensive
0
11
791
8
2019-12-29 15:21:39.084065
Good
Yes
Monthly
House
2,486
1,175,341
36
Female
8,054
Single
0
PhD
Self-Employed
21.964317
Rural
Premium
null
19
607
9
2023-11-14 15:21:39.155231
Good
No
Rarely
House
405
1,175,342
55
Male
53,620
Married
0
High School
Employed
51.503879
Rural
Premium
1
9
558
6
2021-05-27 15:21:39.236064
Poor
Yes
Rarely
Apartment
1,414
1,175,343
55
Male
4,958
Married
2
High School
null
33.53401
Rural
Comprehensive
2
5
815
1
2021-04-06 15:21:39.155231
Poor
No
Rarely
Apartment
1,245
1,175,344
50
Male
22,535
Divorced
4
PhD
Unemployed
12.542138
Urban
Premium
1
16
713
2
2021-07-19 15:21:39.134960
Average
No
Rarely
Apartment
269
1,175,345
18
Female
17,338
Single
4
High School
Unemployed
11.29677
Suburban
Comprehensive
null
15
783
6
2020-06-16 15:21:39.098696
Poor
No
Rarely
Condo
1,089
1,175,346
20
Male
144,936
Divorced
2
Bachelor's
Employed
45.566456
Suburban
Comprehensive
1
11
671
2
2024-06-30 15:21:39.221386
null
No
Monthly
House
2,052
1,175,347
62
Female
44,782
Married
0
Bachelor's
Self-Employed
null
Suburban
Premium
0
11
379
8
2021-06-22 15:21:39.092127
Good
Yes
Rarely
Condo
725
1,175,348
51
Female
null
Single
1
Bachelor's
Unemployed
null
Suburban
Premium
null
17
382
3
2020-03-10 15:21:39.237118
Good
No
Weekly
Condo
20
1,175,349
43
Male
9,079
Divorced
0
PhD
Employed
18.182769
Rural
Premium
1
10
704
7
2020-12-22 15:21:39.259788
Average
Yes
Monthly
House
563
1,175,350
52
Male
3,198
Single
3
High School
Employed
35.948312
Rural
Basic
2
7
null
9
2023-11-26 15:21:39.080440
Good
Yes
Monthly
House
456
1,175,351
53
Male
136,298
Divorced
4
High School
Unemployed
36.63715
Urban
Comprehensive
1
3
null
8
2021-08-26 15:21:39.134960
Poor
Yes
Rarely
House
172
1,175,352
22
Male
10,511
Single
2
High School
Unemployed
22.49828
Rural
Basic
1
11
795
3
2023-03-26 15:21:39.128286
null
Yes
Rarely
House
882
1,175,353
43
Male
1,883
Divorced
3
Bachelor's
Self-Employed
36.298025
Urban
Premium
null
17
352
2
2023-06-15 15:21:39.229482
Good
No
Rarely
Condo
1,281
1,175,354
25
Male
1,510
Single
1
PhD
null
27.75744
Urban
Comprehensive
1
5
391
5
2020-02-07 15:21:39.225916
Poor
No
Monthly
House
393
1,175,355
22
Male
18,085
Married
3
Master's
Unemployed
41.722179
Urban
Premium
0
1
826
4
2023-12-19 15:21:39.264504
Average
Yes
Weekly
Apartment
972
1,175,356
19
Female
39,681
Single
3
Bachelor's
null
23.325967
Urban
Basic
0
10
479
3
2021-02-25 15:21:39.134960
Poor
No
Weekly
Condo
1,119
1,175,357
58
Female
24,472
Single
null
PhD
Unemployed
10.46584
Urban
Premium
null
12
null
4
2022-12-28 15:21:39.171102
Poor
Yes
Rarely
Condo
1,131
1,175,358
24
Male
10,045
Married
3
PhD
null
33.1335
Rural
Comprehensive
0
12
604
5
2022-05-23 15:21:39.124659
Good
No
Daily
Apartment
1,572
1,175,359
38
Female
14,094
Single
1
Master's
Self-Employed
25.912177
Urban
Comprehensive
2
15
788
8
2022-01-18 15:21:39.134960
Good
No
Weekly
Condo
839
1,175,360
58
Male
142,781
Single
3
Bachelor's
null
11.491349
Rural
Premium
0
3
338
6
2022-02-16 15:21:39.285112
Good
No
Daily
Condo
545
1,175,361
62
Male
30,509
Single
null
High School
Self-Employed
27.584415
Suburban
Basic
0
0
834
5
2024-05-25 15:21:39.094752
Average
No
Daily
House
963
1,175,362
60
Female
35,786
Divorced
0
High School
Self-Employed
20.490914
Rural
Premium
null
8
713
2
2021-02-15 15:21:39.112553
Average
No
Monthly
House
1,404
1,175,363
40
Female
29,079
Divorced
0
High School
null
24.26856
Rural
Basic
1
12
589
1
2022-03-14 15:21:39.237118
Good
No
Rarely
Condo
589
1,175,364
21
Female
4,400
Married
3
High School
Employed
25.990846
Rural
Premium
null
6
479
5
2021-07-11 15:21:39.256696
Average
No
Daily
House
1,142
1,175,365
57
Female
25,155
Single
2
Bachelor's
null
28.066609
Rural
Comprehensive
null
12
551
3
2022-10-05 15:21:39.237118
Good
No
Daily
Condo
1,422
1,175,366
57
Female
62,445
Married
2
Master's
null
33.622359
Suburban
Basic
1
6
null
3
2019-10-28 15:21:39.100695
Poor
No
Rarely
House
2,433
1,175,367
38
Male
11,456
Single
0
High School
Unemployed
27.868584
Rural
Premium
1
5
552
2
2022-08-10 15:21:39.191219
Average
No
Rarely
Apartment
33
1,175,368
64
Female
21,362
Single
4
PhD
Unemployed
26.547159
Suburban
Premium
0
5
null
5
2021-11-10 15:21:39.256696
Average
Yes
Daily
Condo
792
1,175,369
49
Female
2,065
Married
0
PhD
Employed
22.856171
Urban
Comprehensive
1
18
457
6
2022-12-11 15:21:39.096739
Average
Yes
Weekly
Apartment
744
1,175,370
27
Female
16,073
Single
4
Bachelor's
Self-Employed
34.98439
Suburban
Basic
null
4
681
1
2021-08-28 15:21:39.166062
Average
No
Monthly
Apartment
2,391
1,175,371
42
Female
16,891
Married
0
Bachelor's
null
45.547281
Suburban
Premium
1
18
684
7
2021-11-09 15:21:39.264504
Poor
No
Daily
Apartment
2,194
1,175,372
62
Male
13,791
Single
2
High School
null
23.205723
Urban
Premium
0
10
811
7
2020-12-25 15:21:39.276901
Poor
Yes
Monthly
Apartment
2,694
1,175,373
41
Male
28,161
Married
null
Bachelor's
null
32.955392
Urban
Basic
0
0
597
2
2020-02-02 15:21:39.246098
Good
Yes
Weekly
Condo
838
1,175,374
63
Male
26,120
Divorced
3
Bachelor's
Employed
null
Suburban
Premium
1
3
678
2
2019-11-29 15:21:39.081504
Good
Yes
Monthly
House
819
1,175,375
47
Male
25,573
Divorced
4
High School
Employed
24.8284
Urban
Comprehensive
0
18
null
1
2021-06-15 15:21:39.237118
Good
Yes
Monthly
Condo
643
1,175,376
43
Female
15,791
Single
0
High School
null
17.29463
Rural
Basic
0
10
619
4
2022-11-22 15:21:39.093681
Good
No
Rarely
Condo
526
1,175,377
36
Male
14,058
Divorced
null
Bachelor's
Unemployed
13.175786
Rural
Premium
2
14
726
3
2019-10-17 15:21:39.120168
Good
No
Weekly
House
706
1,175,378
19
Male
17,096
Divorced
3
High School
null
20.78746
Suburban
Comprehensive
0
4
621
3
2021-11-05 15:21:39.092127
Average
Yes
Monthly
Condo
881
1,175,379
38
Female
22,109
Single
2
High School
null
10.939701
Suburban
Premium
null
17
584
6
2024-07-21 15:21:39.123711
Average
Yes
Weekly
Apartment
438
1,175,380
44
Female
16,769
Divorced
2
Bachelor's
null
30.829763
Rural
Comprehensive
1
4
690
1
2023-12-08 15:21:39.122134
Good
Yes
Weekly
House
1,480
1,175,381
64
Male
6,965
Single
1
PhD
null
39.59055
Urban
Basic
1
18
710
6
2021-01-22 15:21:39.155231
Average
No
Monthly
Apartment
1,011
1,175,382
41
Female
56,436
Married
4
High School
Employed
37.955059
Rural
Premium
0
18
382
2
2024-06-17 15:21:39.213373
Average
Yes
Weekly
House
796
1,175,383
55
Female
78,883
Single
0
Master's
null
36.09668
Urban
Premium
null
11
778
8
2019-11-11 15:21:39.201446
null
Yes
Weekly
Apartment
127
1,175,384
30
Male
9,082
Married
3
High School
null
51.878447
Suburban
Basic
0
6
693
3
2022-12-14 15:21:39.098696
Good
Yes
Weekly
Apartment
676
1,175,385
23
Female
1,820
Single
0
Bachelor's
null
23.829463
Rural
Comprehensive
5
0
584
2
2020-08-19 15:21:39.175719
Poor
No
Weekly
Apartment
781
1,175,386
20
Female
27,442
Married
2
Master's
Self-Employed
30.159988
Suburban
Basic
1
14
544
3
2020-09-08 15:21:39.092127
Good
No
Weekly
Condo
711
1,175,387
19
Female
664
Divorced
null
Bachelor's
null
null
Rural
Basic
0
15
558
9
2020-08-03 15:21:39.084065
Good
Yes
Daily
Apartment
1,293
1,175,388
31
Female
70,541
Single
4
High School
Self-Employed
6.868578
Suburban
Comprehensive
0
10
388
3
2023-01-07 15:21:39.185215
Good
Yes
Weekly
House
1,439
1,175,389
56
Male
44,722
Married
1
Master's
Self-Employed
22.817606
Urban
Premium
0
4
655
6
2021-09-07 15:21:39.172097
Average
No
Monthly
Apartment
20
1,175,390
22
Female
30,652
Divorced
1
High School
Unemployed
12.427044
Suburban
Basic
null
19
null
7
2021-11-25 15:21:39.134960
Poor
No
Monthly
Apartment
2,480
1,175,391
31
Female
4,534
Married
null
High School
Unemployed
6.865447
Suburban
Comprehensive
3
18
410
8
2021-02-25 15:21:39.092127
Poor
Yes
Monthly
Apartment
2,196
1,175,392
63
Female
11,231
Married
null
Master's
Unemployed
36.641556
Urban
Premium
0
8
776
1
2023-05-04 15:21:39.221386
Average
No
Weekly
House
478
1,175,393
null
Male
68,349
Single
4
PhD
Self-Employed
14.330439
Suburban
Comprehensive
0
9
803
6
2023-01-29 15:21:39.254678
Poor
No
Daily
Condo
101
1,175,394
63
Male
9,093
Single
3
PhD
null
20.73599
Rural
Basic
null
9
784
3
2021-02-03 15:21:39.288099
Average
No
Monthly
Condo
536
1,175,395
37
Female
2,878
Married
0
Bachelor's
Self-Employed
16.93976
Suburban
Premium
1
2
773
5
2021-07-22 15:21:39.273973
Poor
Yes
Rarely
Apartment
49
1,175,396
60
Male
1,224
Divorced
4
Master's
null
36.979641
Suburban
Comprehensive
3
18
496
2
2021-02-14 15:21:39.134960
Average
Yes
Monthly
Condo
1,153
1,175,397
37
Female
null
Single
1
PhD
Self-Employed
38.017728
Suburban
Premium
null
12
631
9
2021-07-30 15:21:39.237118
Good
Yes
Monthly
House
382
1,175,398
43
Female
19,555
Single
4
Master's
null
16.078177
Rural
Comprehensive
1
16
766
5
2024-03-18 15:21:39.155231
Good
Yes
Daily
House
2,155
1,175,399
61
Male
20,237
Married
0
PhD
Self-Employed
null
Suburban
Comprehensive
0
1
742
2
2020-10-25 15:21:39.175719
Good
Yes
Daily
Apartment
1,605