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
32,300
25
Female
7,053
Single
0
Bachelor's
null
null
Rural
Comprehensive
null
6
686
1
2022-05-09 15:21:39.105192
Average
Yes
Daily
Condo
1,420
32,301
21
Female
24,897
Married
0
Master's
null
29.999632
Urban
Basic
1
17
609
3
2021-02-27 15:21:39.134960
Good
No
Weekly
Condo
2,832
32,302
50
Male
62,950
null
null
Master's
null
43.774331
Suburban
Premium
0
2
470
8
2021-04-06 15:21:39.122134
Poor
No
Rarely
Condo
1,338
32,303
50
Male
664
Married
1
PhD
Unemployed
12.906705
Suburban
Basic
1
16
null
1
2022-07-28 15:21:39.134960
Average
Yes
Weekly
Condo
1,858
32,304
45
Male
18,074
Married
0
PhD
null
18.721508
Rural
Premium
1
5
417
4
2021-07-02 15:21:39.268507
Good
Yes
Monthly
Apartment
3,788
32,305
64
Male
81,436
Single
0
Master's
Employed
14.908687
Rural
Basic
0
5
440
7
2022-03-23 15:21:39.192212
Poor
No
Monthly
Apartment
120
32,306
62
Female
null
Single
0
Master's
Employed
13.707038
Urban
Comprehensive
2
2
752
7
2020-02-13 15:21:39.211806
Average
No
Weekly
Condo
206
32,307
23
Male
43,977
Divorced
2
Master's
Unemployed
36.698421
Suburban
Premium
null
4
831
3
2023-02-19 15:21:39.115178
Good
No
Weekly
House
2,443
32,308
47
Female
16,338
Divorced
0
High School
null
10.938705
Urban
Premium
null
7
510
7
2020-10-27 15:21:39.149731
Average
Yes
Rarely
Condo
853
32,309
23
Female
129,828
Single
4
Master's
Employed
31.44658
Urban
Comprehensive
1
9
342
6
2020-09-03 15:21:39.171102
Poor
Yes
Rarely
House
855
32,310
24
Female
69,969
Married
2
Bachelor's
Self-Employed
22.056796
Urban
Comprehensive
0
12
453
6
2019-10-17 15:21:39.206847
Poor
No
Daily
Condo
101
32,311
22
Male
1,153
Single
2
Master's
Self-Employed
28.599749
Suburban
Basic
2
13
514
9
2020-10-12 15:21:39.164044
null
Yes
Rarely
Apartment
3,141
32,312
28
Male
142,349
Married
0
PhD
Self-Employed
16.076168
Rural
Comprehensive
1
18
759
1
2020-03-01 15:21:39.134960
Good
Yes
Monthly
Apartment
391
32,313
33
Female
779
Single
4
Bachelor's
Unemployed
26.84597
Rural
Premium
0
13
621
1
2019-09-01 15:21:39.105504
Poor
Yes
Daily
Apartment
2,534
32,314
52
Female
9,084
Single
2
High School
Unemployed
30.095759
Urban
Basic
null
8
724
1
2020-02-04 15:21:39.134960
Good
No
Weekly
Apartment
2,222
32,315
36
Female
5,540
Married
3
High School
Self-Employed
24.933962
Suburban
Premium
null
5
762
8
2022-12-14 15:21:39.143708
Poor
Yes
Monthly
House
728
32,316
50
Male
23,891
Single
0
PhD
null
4.142274
Urban
Comprehensive
0
18
693
2
2023-11-23 15:21:39.155231
Good
Yes
Rarely
Condo
1,544
32,317
45
Female
137,936
Divorced
1
Bachelor's
null
32.293003
Rural
Premium
2
16
733
7
2023-10-16 15:21:39.098696
Good
Yes
Monthly
House
2,089
32,318
18
Female
null
Married
3
Bachelor's
null
4.685975
Urban
Premium
1
3
328
1
2023-03-23 15:21:39.169102
Poor
No
Rarely
Condo
2,561
32,319
48
Male
2,877
Married
1
Master's
null
31.56481
Suburban
Basic
2
13
null
3
2022-11-08 15:21:39.144722
Average
No
Monthly
Condo
2,145
32,320
30
Female
122,044
Single
2
Bachelor's
Unemployed
40.627879
Rural
Basic
null
7
null
1
2020-05-05 15:21:39.245086
Poor
No
Monthly
House
404
32,321
62
Female
102,883
Married
2
PhD
null
18.73497
Rural
Basic
1
8
441
5
2020-10-13 15:21:39.205850
Good
No
Daily
Apartment
686
32,322
40
Male
17,651
Single
4
PhD
null
13.452393
Rural
Comprehensive
2
13
341
5
2023-12-11 15:21:39.098696
Poor
Yes
Weekly
House
1,069
32,323
22
Male
5,966
Divorced
null
PhD
Employed
21.814182
Suburban
Basic
1
5
661
7
2020-10-18 15:21:39.224915
Good
No
Monthly
Apartment
20
32,324
27
Male
17,663
Divorced
1
PhD
Unemployed
20.904404
Rural
Premium
1
12
null
8
2020-09-04 15:21:39.276388
Poor
No
Rarely
Condo
2,132
32,325
18
Female
20,389
Divorced
1
High School
Employed
18.702503
Suburban
Premium
null
3
null
2
2020-04-06 15:21:39.260856
Average
No
Daily
Condo
1,817
32,326
50
Female
52,972
Single
0
Bachelor's
Unemployed
24.816704
Rural
Comprehensive
null
6
652
2
2020-04-14 15:21:39.213373
Poor
Yes
Rarely
House
157
32,327
62
Male
2,077
Divorced
4
PhD
Self-Employed
29.442567
Suburban
Basic
0
14
438
1
2019-12-11 15:21:39.155231
Average
No
Rarely
House
3,610
32,328
45
Female
26,200
Married
4
Master's
Employed
22.964213
Suburban
Basic
1
2
535
1
2020-01-22 15:21:39.182597
Poor
No
Daily
House
538
32,329
25
Female
9,735
Married
1
PhD
Employed
38.590547
Urban
Comprehensive
1
2
577
2
2023-09-09 15:21:39.155231
Average
No
Daily
Condo
2,598
32,330
47
Female
11,516
Divorced
null
PhD
Unemployed
30.843249
Rural
Basic
1
13
687
3
2020-11-09 15:21:39.255696
Good
Yes
Monthly
Condo
2,480
32,331
38
Female
106,542
Divorced
null
High School
null
15.131438
Suburban
Comprehensive
null
4
678
7
2020-12-17 15:21:39.116179
Average
Yes
Weekly
Condo
81
32,332
27
Female
38,963
Divorced
3
Master's
null
25.157834
Rural
Basic
null
18
824
7
2022-04-04 15:21:39.122134
Good
Yes
Daily
Condo
904
32,333
26
Male
7,091
Married
4
PhD
Employed
27.39054
Suburban
Basic
0
8
null
4
2022-05-30 15:21:39.261856
Good
Yes
Weekly
House
3,735
32,334
62
Male
85,540
null
1
Master's
null
28.395582
Rural
Premium
1
19
314
3
2022-03-26 15:21:39.134960
Poor
Yes
Daily
Apartment
1,018
32,335
23
Female
34,875
Single
3
Bachelor's
Employed
15.164924
Rural
Basic
null
8
609
5
2022-09-05 15:21:39.154008
Good
Yes
Weekly
Condo
1,661
32,336
47
Male
38,791
Married
2
PhD
Self-Employed
20.744675
Suburban
Comprehensive
null
8
836
6
2023-01-07 15:21:39.102694
Average
Yes
Daily
Condo
1,403
32,337
22
Female
12,946
Divorced
null
PhD
Employed
23.936506
Suburban
Basic
1
15
703
6
2023-04-11 15:21:39.134960
Good
Yes
Monthly
Apartment
558
32,338
27
Male
134,850
Divorced
0
PhD
Self-Employed
37.996948
Urban
Basic
0
4
722
6
2019-09-27 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,122
32,339
43
Male
16,704
Divorced
null
Bachelor's
null
24.692033
Rural
Premium
null
5
null
2
2023-03-22 15:21:39.102694
Poor
No
Weekly
House
1,052
32,340
54
Female
11,571
Single
2
Master's
Employed
38.582133
Suburban
Basic
1
18
645
6
2022-10-19 15:21:39.253660
Good
Yes
Daily
House
1,179
32,341
34
Female
43,740
Married
1
Master's
Self-Employed
null
Suburban
Basic
1
11
464
2
2022-01-10 15:21:39.265513
null
Yes
Daily
Condo
567
32,342
58
Male
18,795
Married
3
Bachelor's
null
19.128972
Suburban
Basic
0
9
481
6
2023-03-27 15:21:39.143708
Good
Yes
Daily
Condo
941
32,343
47
Male
1,237
Married
2
PhD
null
13.657716
Rural
Premium
2
16
828
9
2021-06-10 15:21:39.146733
Average
Yes
Monthly
House
1,389
32,344
32
Male
2,927
Single
2
Bachelor's
Employed
5.811786
Urban
Premium
null
3
383
9
2024-05-13 15:21:39.090124
Poor
No
Rarely
Condo
377
32,345
47
Male
38,564
Divorced
4
PhD
null
11.263553
Rural
Premium
0
1
824
5
2024-05-30 15:21:39.122134
Average
Yes
Monthly
Apartment
434
32,346
60
Female
null
Married
2
Master's
Employed
40.294431
Rural
Comprehensive
1
6
356
7
2021-04-17 15:21:39.134960
Good
Yes
Daily
Condo
1,593
32,347
64
Female
8,803
Divorced
3
Bachelor's
null
9.392069
Suburban
Comprehensive
1
11
681
3
2020-12-04 15:21:39.092127
Average
No
Rarely
Apartment
681
32,348
34
Male
32,695
Divorced
4
Master's
Unemployed
4.665839
Suburban
Premium
0
6
486
1
2019-11-12 15:21:39.129190
Good
Yes
Daily
House
1,696
32,349
58
Male
32,598
Single
2
PhD
Unemployed
34.17487
Suburban
Premium
1
16
815
6
2023-09-12 15:21:39.134960
Good
No
Weekly
Condo
1,339
32,350
30
Female
29,460
Single
0
High School
null
39.448414
Suburban
Basic
0
10
658
3
2020-11-19 15:21:39.134960
Average
No
Daily
House
716
32,351
37
Male
55,255
Divorced
4
Bachelor's
Employed
46.81445
Suburban
Basic
1
1
583
9
2021-10-05 15:21:39.107553
Average
No
Weekly
Condo
411
32,352
61
Female
67,854
Single
3
Bachelor's
Employed
6.547433
Rural
Basic
2
11
578
3
2020-05-19 15:21:39.092127
Good
No
Rarely
Condo
23
32,353
36
Male
20,672
Married
3
Master's
null
24.564383
Urban
Basic
null
6
483
4
2024-01-01 15:21:39.134960
Poor
Yes
Weekly
Condo
652
32,354
32
Male
34,239
Single
null
Bachelor's
Unemployed
37.65763
Urban
Basic
1
3
null
4
2022-12-11 15:21:39.126661
Good
Yes
Rarely
Condo
933
32,355
29
Male
72,643
Married
2
PhD
Employed
24.788124
Suburban
Comprehensive
null
7
null
6
2019-10-24 15:21:39.231531
null
Yes
Weekly
Condo
2,962
32,356
25
Male
15,253
Divorced
0
Master's
Self-Employed
null
Suburban
Basic
0
14
null
5
2022-05-11 15:21:39.155231
Average
Yes
Weekly
House
2,066
32,357
39
Male
11,512
Married
4
Master's
Employed
26.574966
Suburban
Premium
0
4
827
2
2022-06-19 15:21:39.199447
Poor
No
Daily
House
488
32,358
23
Female
71,483
Married
0
Master's
Unemployed
5.814173
Rural
Comprehensive
1
11
473
9
2022-06-02 15:21:39.130190
Average
Yes
Monthly
House
25
32,359
44
Female
27,463
null
3
Bachelor's
null
5.92655
Rural
Premium
1
3
761
9
2021-04-07 15:21:39.094752
Average
No
Monthly
Apartment
1,085
32,360
45
Female
39,724
Divorced
1
Master's
Employed
20.098193
Urban
Basic
1
14
787
7
2023-05-20 15:21:39.155231
Poor
No
Monthly
Condo
467
32,361
25
Male
121,412
Single
0
High School
Employed
10.075095
Suburban
Premium
0
16
305
7
2024-05-18 15:21:39.116179
Average
Yes
Rarely
House
447
32,362
54
Female
17,579
Married
1
Bachelor's
Self-Employed
13.829058
Suburban
Premium
0
11
709
9
2020-03-04 15:21:39.155231
Average
Yes
Weekly
Condo
678
32,363
30
Male
24,897
Single
1
Bachelor's
Self-Employed
9.049347
Rural
Basic
0
15
682
8
2021-10-16 15:21:39.081504
Poor
Yes
Weekly
House
1,479
32,364
37
Male
39,082
Single
2
High School
Employed
31.744707
Rural
Comprehensive
0
0
648
3
2022-02-13 15:21:39.194829
Good
Yes
Monthly
Condo
1,237
32,365
27
Male
34,026
Divorced
1
Bachelor's
null
26.790926
Rural
Premium
1
12
758
4
2020-04-13 15:21:39.175719
Poor
Yes
Rarely
House
264
32,366
29
Female
null
Divorced
2
Bachelor's
null
35.948887
Rural
Basic
0
0
374
9
2022-07-20 15:21:39.132191
Good
No
Monthly
Apartment
939
32,367
58
Female
23,302
Divorced
null
High School
Self-Employed
6.545428
Suburban
Basic
null
5
678
5
2022-12-28 15:21:39.094752
null
No
Daily
House
1,488
32,368
30
Female
1,686
Single
4
Bachelor's
null
23.900056
Rural
Basic
0
4
613
9
2023-12-27 15:21:39.084065
null
No
Rarely
Condo
543
32,369
39
Female
43,969
Divorced
2
PhD
null
11.557755
Urban
Comprehensive
0
13
400
5
2020-11-30 15:21:39.172097
Good
No
Rarely
Apartment
1,840
32,370
51
Male
46,728
Divorced
2
PhD
Employed
16.376884
Urban
Comprehensive
0
10
479
8
2021-05-27 15:21:39.132191
null
Yes
Weekly
Apartment
22
32,371
56
Male
20,468
Single
1
PhD
Self-Employed
51.566843
Rural
Comprehensive
0
15
721
2
2019-10-28 15:21:39.276901
Average
No
Weekly
House
1,745
32,372
19
Female
16,339
Married
2
Bachelor's
null
42.666217
Urban
Premium
4
9
null
2
2023-05-15 15:21:39.131192
Good
No
Monthly
Condo
1,091
32,373
39
Female
37,714
Single
2
Master's
Employed
21.917995
Rural
Premium
1
17
818
9
2021-04-24 15:21:39.148733
Good
No
Daily
House
61
32,374
23
Male
12,899
Married
1
PhD
Self-Employed
32.662854
Suburban
Comprehensive
1
10
799
3
2021-07-17 15:21:39.131192
Good
Yes
Daily
House
746
32,375
39
Female
2,742
Single
4
Bachelor's
Employed
17.634175
Urban
Premium
null
7
393
6
2021-01-03 15:21:39.155231
Average
No
Rarely
Apartment
1,547
32,376
22
Female
4,431
Married
0
High School
null
18.549839
Urban
Basic
null
3
561
7
2024-06-03 15:21:39.228521
null
Yes
Weekly
House
557
32,377
63
Male
18,728
Single
1
Master's
Self-Employed
12.917599
Urban
Basic
0
6
731
1
2020-02-06 15:21:39.188220
Good
No
Rarely
Condo
648
32,378
32
Male
null
Married
0
Master's
Employed
17.054826
Suburban
Comprehensive
1
8
404
6
2024-06-21 15:21:39.196387
Poor
Yes
Monthly
Apartment
755
32,379
51
Male
2,840
Divorced
3
Bachelor's
Unemployed
11.78394
Urban
Basic
1
8
678
8
2020-09-27 15:21:39.134960
Good
Yes
Monthly
Condo
3,744
32,380
20
Male
12,806
Divorced
0
Master's
Unemployed
5.754873
Suburban
Premium
0
5
516
6
2024-07-27 15:21:39.204790
Poor
Yes
Rarely
Apartment
263
32,381
22
Female
72,349
Married
3
Master's
Employed
9.125002
Rural
Comprehensive
null
12
708
4
2023-05-31 15:21:39.082499
Good
Yes
Rarely
Apartment
115
32,382
45
Female
15,983
Divorced
0
Master's
Self-Employed
null
Rural
Comprehensive
1
7
687
1
2020-07-04 15:21:39.134960
Average
No
Rarely
Apartment
837
32,383
51
Male
54,814
Single
0
Bachelor's
null
26.451494
Urban
Premium
2
5
705
2
2024-07-16 15:21:39.232526
Good
Yes
Daily
Condo
2,038
32,384
57
Male
1,692
Single
4
High School
Unemployed
21.644831
Rural
Comprehensive
2
17
746
9
2021-10-16 15:21:39.085129
Average
Yes
Rarely
Condo
790
32,385
18
Male
5,086
Single
2
Master's
Unemployed
29.633118
Suburban
Comprehensive
null
2
790
8
2022-03-21 15:21:39.155231
Poor
Yes
Weekly
House
881
32,386
42
Female
null
Single
0
Master's
Employed
29.290571
Rural
Premium
0
18
496
4
2021-04-12 15:21:39.155231
Good
No
Weekly
Condo
36
32,387
37
Female
45,638
Single
0
Master's
Employed
18.583949
Rural
Basic
0
19
696
7
2021-04-26 15:21:39.144722
Average
No
Weekly
Apartment
546
32,388
23
Female
3,264
Divorced
3
Master's
null
48.09756
Urban
Premium
2
6
749
7
2024-05-18 15:21:39.100695
Poor
Yes
Weekly
Condo
439
32,389
56
Female
4,942
Single
1
Bachelor's
Employed
31.772748
Urban
Premium
null
15
674
7
2022-07-12 15:21:39.177724
Poor
No
Monthly
Condo
3,079
32,390
36
Male
46,356
Single
0
PhD
Self-Employed
19.121114
Rural
Comprehensive
2
7
652
2
2022-09-22 15:21:39.173834
Poor
Yes
Daily
Apartment
265
32,391
44
Female
1,310
Divorced
1
PhD
Self-Employed
24.180987
Urban
Basic
1
10
695
6
2021-05-14 15:21:39.123711
Poor
No
Monthly
House
130
32,392
61
Female
31,971
Married
0
PhD
null
14.758942
Rural
Premium
1
8
718
8
2021-05-01 15:21:39.155231
Poor
Yes
Weekly
Apartment
353
32,393
56
Female
5,157
Single
3
Bachelor's
null
25.898143
Suburban
Premium
2
9
474
6
2024-08-08 15:21:39.271453
Poor
No
Daily
Apartment
603
32,394
54
Female
27,862
Divorced
null
High School
Employed
4.552455
Rural
Premium
1
4
366
8
2022-12-11 15:21:39.079128
null
No
Monthly
House
1,646
32,395
40
Male
3,458
Married
1
PhD
Unemployed
36.807926
Urban
Comprehensive
1
18
492
4
2022-11-16 15:21:39.116179
Good
No
Rarely
Apartment
721
32,396
55
Female
45,838
Single
1
Bachelor's
Unemployed
20.817451
Urban
Premium
null
9
434
7
2023-05-07 15:21:39.134960
Average
No
Daily
House
471
32,397
52
Female
null
null
4
Master's
Unemployed
15.826184
Urban
Premium
1
6
603
7
2023-03-09 15:21:39.089116
Average
No
Monthly
House
2,691
32,398
38
Female
72,215
Married
null
PhD
Employed
25.426439
Rural
Basic
1
0
433
7
2021-01-14 15:21:39.217387
Good
Yes
Rarely
Condo
1,722
32,399
63
Male
28,485
Divorced
0
Master's
null
22.929214
Rural
Premium
0
3
776
9
2024-06-04 15:21:39.185215
Average
No
Rarely
Apartment
539