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
1,159,300
34
Male
147,873
Married
4
Master's
Unemployed
21.988896
Urban
Basic
null
19
389
8
2021-12-24 15:21:39.237118
Good
Yes
Rarely
House
169
1,159,301
34
Male
14,863
Single
3
High School
null
19.758093
Urban
Basic
0
13
543
2
2020-12-13 15:21:39.233998
Good
No
Daily
House
185
1,159,302
43
Female
14,077
Single
0
High School
Employed
14.6779
Urban
Premium
1
19
null
7
2023-07-11 15:21:39.228521
Poor
Yes
Rarely
Apartment
187
1,159,303
51
Female
18,982
Divorced
3
PhD
null
50.959329
Urban
Basic
0
18
642
6
2021-07-19 15:21:39.088124
Good
No
Monthly
House
740
1,159,304
39
Female
38,961
Married
4
Master's
Unemployed
46.61574
Suburban
Comprehensive
null
6
826
6
2020-06-19 15:21:39.110557
Average
Yes
Daily
Condo
2,417
1,159,305
null
Male
26,673
Married
4
PhD
Unemployed
16.290925
Suburban
Comprehensive
1
17
662
3
2023-11-14 15:21:39.112553
Average
No
Monthly
Apartment
1,244
1,159,306
57
Female
12,981
Divorced
0
Bachelor's
null
42.182995
Urban
Basic
0
11
673
8
2020-01-30 15:21:39.236064
Poor
Yes
Monthly
House
867
1,159,307
29
Male
67,864
Single
1
Master's
Unemployed
19.77103
Suburban
Premium
2
8
831
2
2024-04-23 15:21:39.274993
Poor
Yes
Rarely
Condo
243
1,159,308
61
Male
51,139
Divorced
2
Master's
Unemployed
37.528825
Rural
Basic
1
6
324
9
2022-02-10 15:21:39.206847
Poor
No
Monthly
Condo
206
1,159,309
32
Male
848
Divorced
null
High School
Self-Employed
12.880727
Suburban
Basic
2
19
711
7
2021-04-23 15:21:39.096739
Average
Yes
Rarely
House
669
1,159,310
26
Female
17,431
Married
4
High School
null
14.663609
Urban
Comprehensive
3
11
826
2
2022-10-30 15:21:39.143708
Average
Yes
Daily
House
817
1,159,311
62
Male
29,502
Single
2
High School
null
22.87402
Rural
Comprehensive
0
3
570
5
2022-04-30 15:21:39.257696
Good
Yes
Rarely
House
675
1,159,312
27
Male
51,426
Married
0
PhD
Self-Employed
43.57303
Rural
Basic
2
16
713
9
2024-06-18 15:21:39.196387
Poor
Yes
Monthly
Apartment
4,045
1,159,313
54
Female
28,372
Divorced
4
PhD
Self-Employed
12.933908
Suburban
Comprehensive
0
5
364
2
2019-12-28 15:21:39.288099
Good
Yes
Rarely
House
514
1,159,314
37
Female
13,073
Single
1
PhD
Self-Employed
35.751221
Urban
Basic
1
14
791
6
2020-01-20 15:21:39.132191
Good
Yes
Rarely
Apartment
748
1,159,315
49
Female
14,063
Married
3
PhD
Employed
23.166856
Urban
Basic
3
3
365
6
2022-02-05 15:21:39.177724
Good
No
Daily
Apartment
657
1,159,316
51
Female
40,682
Single
4
PhD
null
31.734358
Suburban
Basic
1
8
704
3
2021-03-08 15:21:39.134960
Poor
No
Daily
Condo
1,189
1,159,317
null
Male
59,873
Divorced
4
Bachelor's
Self-Employed
11.818234
Suburban
Comprehensive
0
17
744
7
2022-09-04 15:21:39.134960
Poor
No
Weekly
Apartment
48
1,159,318
null
Male
11,863
Married
null
PhD
Employed
null
Urban
Premium
2
6
487
1
2019-12-28 15:21:39.091080
Poor
No
Rarely
Apartment
703
1,159,319
60
Female
5,825
Single
1
Bachelor's
Self-Employed
23.097522
Suburban
Comprehensive
0
18
729
7
2023-11-11 15:21:39.259788
null
No
Weekly
House
472
1,159,320
48
Male
3,171
Married
1
Master's
Unemployed
51.097357
Urban
Premium
null
9
462
4
2021-09-30 15:21:39.155231
Good
Yes
Daily
House
1,304
1,159,321
26
Female
6,054
Single
1
PhD
Self-Employed
25.898143
Suburban
Premium
null
11
596
3
2020-09-18 15:21:39.146733
Good
Yes
Weekly
Condo
1,744
1,159,322
35
Female
null
Single
4
Master's
Self-Employed
17.173574
Suburban
Basic
0
9
512
2
2021-08-05 15:21:39.207847
null
Yes
Rarely
House
2,566
1,159,323
53
Male
18,396
Single
2
PhD
null
22.039506
Suburban
Basic
null
12
843
4
2023-01-16 15:21:39.151732
Poor
No
Rarely
House
724
1,159,324
27
Female
79,826
Single
3
PhD
Self-Employed
36.64382
Suburban
Comprehensive
0
5
549
8
2020-10-02 15:21:39.155231
null
Yes
Daily
Apartment
353
1,159,325
22
Female
2,979
Divorced
4
Bachelor's
Unemployed
48.061487
Suburban
Premium
1
1
543
4
2022-04-13 15:21:39.267454
Good
Yes
Rarely
Condo
433
1,159,326
64
Male
2,630
Single
3
PhD
Self-Employed
12.844156
Urban
Comprehensive
null
0
800
9
2021-06-10 15:21:39.173834
Good
Yes
Monthly
Condo
1,995
1,159,327
35
Male
16,983
Single
2
Bachelor's
Employed
27.492517
Suburban
Comprehensive
1
12
782
2
2022-09-01 15:21:39.125660
Poor
No
Rarely
Condo
2,401
1,159,328
37
Female
7,991
Single
4
PhD
Employed
14.058289
Suburban
Comprehensive
null
19
641
5
2021-05-25 15:21:39.105504
Average
Yes
Weekly
Condo
493
1,159,329
62
Female
29,062
Married
2
Bachelor's
null
12.836785
Urban
Comprehensive
0
10
592
1
2022-10-26 15:21:39.092127
Average
No
Weekly
Apartment
1,391
1,159,330
58
Male
14,984
Married
0
PhD
null
33.884081
Suburban
Premium
null
2
768
9
2021-11-10 15:21:39.148733
Good
Yes
Monthly
Apartment
618
1,159,331
52
Female
13,462
Married
2
Bachelor's
null
14.376893
Suburban
Premium
0
16
713
3
2020-08-18 15:21:39.146733
Good
No
Weekly
Apartment
1,165
1,159,332
23
Female
131,216
Single
null
High School
null
null
Rural
Premium
2
15
492
8
2022-12-18 15:21:39.084065
Average
No
Monthly
Apartment
20
1,159,333
40
Female
67,788
Single
1
High School
null
52.638927
Suburban
Comprehensive
2
10
625
3
2020-03-19 15:21:39.237118
null
Yes
Daily
Apartment
709
1,159,334
35
Male
120,816
Single
2
Master's
Unemployed
7.858581
Rural
Premium
1
5
544
9
2020-10-12 15:21:39.134960
Good
Yes
Weekly
Apartment
100
1,159,335
50
Male
828
Divorced
4
Master's
Self-Employed
9.489926
Suburban
Premium
0
6
796
4
2019-08-22 15:21:39.237118
Poor
No
Daily
House
2,730
1,159,336
34
Female
81,082
Divorced
2
Master's
Self-Employed
19.205618
Urban
Comprehensive
2
12
725
4
2020-08-23 15:21:39.268507
Average
No
Daily
House
2,485
1,159,337
21
Female
2,859
Divorced
1
Bachelor's
Unemployed
13.856648
Rural
Basic
0
12
785
3
2021-01-30 15:21:39.261856
null
No
Weekly
Condo
129
1,159,338
23
Female
39,082
Single
0
PhD
Self-Employed
24.914499
Suburban
Basic
1
2
612
6
2022-08-26 15:21:39.086123
Good
Yes
Monthly
Condo
1,445
1,159,339
60
Female
24,111
Married
0
High School
Employed
32.839875
Suburban
Basic
0
11
null
8
2022-09-30 15:21:39.210805
Average
No
Weekly
Apartment
1,269
1,159,340
52
Male
2,896
Divorced
1
High School
Unemployed
null
Suburban
Basic
1
19
535
6
2023-11-01 15:21:39.166062
Poor
Yes
Weekly
House
597
1,159,341
25
Female
17,107
Single
null
PhD
Unemployed
12.643968
Suburban
Comprehensive
2
9
328
3
2021-01-19 15:21:39.087123
Poor
No
Daily
Condo
22
1,159,342
25
Female
29,069
Divorced
4
High School
Unemployed
6.922102
Urban
Comprehensive
0
8
476
1
2022-12-04 15:21:39.134960
Average
No
Rarely
Apartment
602
1,159,343
43
Female
20,290
Single
3
High School
Self-Employed
16.05651
Rural
Premium
null
4
401
6
2023-03-07 15:21:39.237118
Poor
No
Rarely
Condo
29
1,159,344
41
Female
2,883
Married
3
Master's
null
19.837486
Suburban
Basic
null
2
839
3
2022-06-19 15:21:39.237118
Average
Yes
Monthly
House
2,580
1,159,345
29
Female
4,908
Divorced
null
High School
Unemployed
13.958748
Suburban
Basic
2
8
null
2
2022-07-24 15:21:39.084065
Average
No
Monthly
Condo
849
1,159,346
64
Male
16,097
Divorced
3
PhD
Employed
31.788175
Suburban
Basic
1
4
742
3
2021-08-27 15:21:39.144722
Average
Yes
Weekly
Apartment
535
1,159,347
55
Male
889
Divorced
2
Bachelor's
Unemployed
27.487526
Rural
Comprehensive
1
11
395
3
2023-06-07 15:21:39.255696
Poor
No
Rarely
Apartment
538
1,159,348
64
Female
40,228
null
2
High School
Self-Employed
10.352812
Urban
Comprehensive
1
5
807
6
2024-01-16 15:21:39.089116
Good
Yes
Weekly
Apartment
2,076
1,159,349
64
Male
24,376
Single
3
High School
Unemployed
25.569202
Urban
Comprehensive
2
16
null
5
2020-01-13 15:21:39.237118
Good
No
Daily
Condo
111
1,159,350
23
Female
567
Divorced
3
Bachelor's
null
35.929392
Rural
Basic
null
11
438
2
2020-06-13 15:21:39.125660
Good
Yes
Rarely
Condo
930
1,159,351
54
Female
50,707
Single
3
High School
null
35.485066
Urban
Premium
0
10
354
4
2021-03-18 15:21:39.106582
Good
Yes
Weekly
Condo
342
1,159,352
60
Female
807
Single
null
Bachelor's
Unemployed
41.379715
Rural
Premium
null
13
null
7
2020-09-30 15:21:39.081504
Average
No
Rarely
Condo
291
1,159,353
46
Male
26,962
Single
0
PhD
null
30.357855
Suburban
Premium
null
6
725
7
2019-10-06 15:21:39.149731
Average
Yes
Daily
Condo
1,403
1,159,354
49
Male
6,872
Single
1
Bachelor's
Unemployed
46.099064
Rural
Premium
0
13
804
5
2020-05-21 15:21:39.126661
Poor
Yes
Monthly
Condo
462
1,159,355
57
Female
22,567
Married
3
Master's
Unemployed
17.428516
Urban
Basic
0
2
719
4
2023-10-18 15:21:39.270454
Good
No
Daily
Apartment
746
1,159,356
62
Female
26,625
Married
2
PhD
null
25.590323
Urban
Premium
null
6
607
6
2019-09-05 15:21:39.148733
Average
Yes
Rarely
Apartment
1,119
1,159,357
42
Female
1,918
Single
4
Master's
null
19.572662
Urban
Comprehensive
null
4
null
2
2023-10-21 15:21:39.223901
Poor
No
Daily
Condo
4,850
1,159,358
48
Female
58,267
Divorced
3
Bachelor's
Unemployed
8.873209
Rural
Premium
4
12
315
3
2024-03-29 15:21:39.179186
Good
No
Daily
Apartment
1,691
1,159,359
19
Female
32,163
Divorced
0
High School
Self-Employed
29.829238
Suburban
Comprehensive
0
16
672
3
2021-04-27 15:21:39.084065
Poor
Yes
Weekly
House
604
1,159,360
25
Female
44,659
Divorced
0
Bachelor's
null
15.056256
Suburban
Premium
4
17
809
3
2022-03-29 15:21:39.202448
Average
No
Rarely
House
828
1,159,361
32
Male
30,669
Divorced
2
PhD
Self-Employed
29.36145
Suburban
Comprehensive
null
2
566
6
2021-07-10 15:21:39.223901
Average
Yes
Monthly
Apartment
825
1,159,362
57
Male
11,533
Divorced
null
Bachelor's
null
13.791778
Rural
Comprehensive
null
9
774
7
2023-10-06 15:21:39.123711
Poor
No
Monthly
Apartment
749
1,159,363
39
Male
10,343
Divorced
3
Master's
Self-Employed
25.138219
Urban
Premium
null
14
716
2
2023-06-01 15:21:39.251142
null
Yes
Daily
Apartment
1,212
1,159,364
36
Male
3,129
Single
0
PhD
null
30.093078
Urban
Basic
2
4
736
5
2024-02-18 15:21:39.155231
Good
No
Weekly
House
1,705
1,159,365
49
Female
2,473
Divorced
1
High School
Unemployed
13.451107
Suburban
Comprehensive
1
4
402
4
2022-12-07 15:21:39.226954
null
Yes
Daily
House
473
1,159,366
64
Male
44,763
Single
1
High School
Self-Employed
20.598113
Suburban
Premium
0
2
393
8
2022-11-24 15:21:39.194829
Poor
No
Weekly
House
1,041
1,159,367
25
Female
45,911
Single
0
Bachelor's
null
36.944626
Rural
Basic
null
1
752
7
2023-02-21 15:21:39.264504
Poor
Yes
Rarely
Apartment
1,727
1,159,368
43
Male
16,891
Married
1
Master's
Employed
25.092913
Urban
Basic
null
0
746
6
2020-09-05 15:21:39.134960
Poor
Yes
Rarely
House
1,590
1,159,369
29
Female
113,912
Married
3
Master's
Self-Employed
43.02973
Rural
Basic
3
16
432
9
2020-02-18 15:21:39.134960
Average
No
Weekly
Apartment
2,156
1,159,370
24
Female
7,818
Single
0
Bachelor's
Employed
20.744449
Rural
Comprehensive
1
8
null
7
2019-08-25 15:21:39.155231
Average
No
Weekly
Apartment
2,499
1,159,371
61
Female
16,123
Single
0
PhD
Employed
46.534365
Rural
Premium
0
4
447
1
2021-01-08 15:21:39.177724
Poor
Yes
Monthly
Condo
868
1,159,372
52
Male
4,388
Married
0
PhD
null
51.448081
Urban
Basic
0
17
417
2
2021-01-25 15:21:39.122134
Average
No
Monthly
Condo
3,004
1,159,373
61
Female
24,476
Single
0
PhD
Unemployed
7.898205
Suburban
Comprehensive
1
2
331
9
2019-10-21 15:21:39.251142
Average
Yes
Weekly
House
1,029
1,159,374
63
Female
15,126
Divorced
4
Master's
Employed
44.926263
Suburban
Comprehensive
1
12
622
4
2024-07-23 15:21:39.143708
Poor
No
Monthly
Condo
1,225
1,159,375
51
Male
46,312
Married
1
Master's
Employed
34.527151
Rural
Basic
null
5
694
9
2020-01-02 15:21:39.120168
Average
No
Monthly
Condo
150
1,159,376
37
Female
39,734
Married
null
Master's
Self-Employed
15.670147
Urban
Basic
0
5
690
3
2021-12-28 15:21:39.190215
Good
Yes
Monthly
House
953
1,159,377
40
Male
54,513
Divorced
0
High School
Unemployed
42.12404
Urban
Basic
0
19
331
1
2020-02-13 15:21:39.115178
Average
No
Daily
Condo
384
1,159,378
48
Male
38,863
Single
2
PhD
Employed
16.53439
Suburban
Basic
1
1
819
1
2022-08-17 15:21:39.147735
Good
No
Weekly
Apartment
2,074
1,159,379
48
Female
3,653
Married
3
PhD
null
27.913577
Suburban
Comprehensive
null
15
571
1
2020-06-28 15:21:39.226954
null
No
Monthly
Condo
134
1,159,380
23
Female
29,260
Divorced
4
PhD
Employed
35.867302
Suburban
Premium
null
17
590
3
2021-11-06 15:21:39.257696
Average
No
Monthly
Apartment
1,178
1,159,381
32
Male
28,285
Married
4
Master's
Unemployed
8.175589
Suburban
Comprehensive
2
5
632
1
2022-06-20 15:21:39.207847
Average
No
Weekly
Condo
1,053
1,159,382
64
Male
5,983
Single
3
Bachelor's
null
22.743286
Urban
Premium
2
4
849
7
2019-11-04 15:21:39.186212
Good
No
Daily
Apartment
838
1,159,383
56
Male
6,916
Divorced
0
High School
null
36.191517
Urban
Premium
2
13
498
4
2023-08-31 15:21:39.155231
Poor
Yes
Daily
Apartment
2,947
1,159,384
46
Male
45,241
Married
0
PhD
Unemployed
25.377905
Suburban
Basic
null
19
null
6
2021-01-01 15:21:39.264504
Poor
Yes
Weekly
Apartment
638
1,159,385
63
Female
16,646
Divorced
4
High School
Unemployed
3.839375
Urban
Basic
1
11
695
6
2021-04-28 15:21:39.244069
Poor
Yes
Monthly
House
585
1,159,386
32
Male
39,883
Married
null
High School
Employed
null
Rural
Premium
null
8
788
3
2024-05-17 15:21:39.246098
Good
No
Rarely
House
944
1,159,387
62
Female
86,018
Single
3
PhD
null
22.933135
Urban
Basic
2
4
843
5
2019-08-21 15:21:39.099739
Good
Yes
Rarely
Apartment
104
1,159,388
20
Male
407
Single
4
Master's
null
32.727527
Rural
Comprehensive
1
15
732
5
2021-11-17 15:21:39.223390
Poor
No
Daily
House
406
1,159,389
26
Male
43,439
Divorced
1
High School
null
15.523971
Suburban
Comprehensive
null
16
672
5
2023-03-31 15:21:39.119168
Poor
Yes
Monthly
Condo
1,398
1,159,390
19
Male
9,082
Divorced
2
High School
Self-Employed
20.918062
Rural
Premium
0
13
617
7
2020-11-13 15:21:39.134960
Average
Yes
Monthly
Apartment
438
1,159,391
42
Female
17,554
Divorced
0
High School
Self-Employed
5.241809
Suburban
Premium
1
7
397
3
2020-10-02 15:21:39.283783
Average
Yes
Rarely
Condo
710
1,159,392
36
Female
17,098
Married
0
High School
Self-Employed
9.053532
Suburban
Comprehensive
null
4
null
9
2021-11-22 15:21:39.182597
Poor
No
Monthly
House
652
1,159,393
56
Female
30,562
Divorced
null
Bachelor's
null
20.82844
Suburban
Comprehensive
1
15
784
2
2020-11-18 15:21:39.134960
Average
No
Daily
Apartment
1,791
1,159,394
59
Male
26,695
Divorced
2
PhD
Self-Employed
43.930546
Rural
Basic
null
0
813
6
2023-07-03 15:21:39.092127
Average
No
Daily
Condo
730
1,159,395
44
Male
3,484
Married
1
PhD
Unemployed
52.698528
Suburban
Premium
0
7
743
1
2020-05-22 15:21:39.237118
Average
No
Daily
Condo
461
1,159,396
58
Male
3,070
Single
1
Bachelor's
Self-Employed
24.078067
Suburban
Basic
3
2
571
5
2024-07-14 15:21:39.237118
Average
No
Monthly
Apartment
1,513
1,159,397
61
Male
17,553
Married
3
Bachelor's
Unemployed
37.437439
Suburban
Premium
1
10
590
6
2022-09-23 15:21:39.237118
Average
No
Daily
Apartment
769
1,159,398
47
Male
27,172
Single
4
Bachelor's
Self-Employed
40.744301
Suburban
Premium
4
1
573
8
2021-08-18 15:21:39.190215
Average
Yes
Rarely
Condo
556
1,159,399
28
Female
6,872
Divorced
0
PhD
null
6.597725
Suburban
Premium
null
19
711
3
2022-02-23 15:21:39.219432
Good
No
Weekly
House
2,352