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
14,300
37
Male
15,126
Single
1
Master's
null
14.749287
Suburban
Basic
null
12
657
1
2024-05-08 15:21:39.082499
null
No
Weekly
House
1,801
14,301
36
Male
null
Married
1
Bachelor's
null
29.908321
Rural
Basic
null
9
817
6
2020-08-20 15:21:39.150730
Good
No
Daily
House
358
14,302
50
Female
47,672
Divorced
1
High School
null
32.256865
Urban
Basic
2
19
834
9
2019-09-15 15:21:39.263607
null
Yes
Weekly
Apartment
2,597
14,303
27
Female
2,526
Single
0
Bachelor's
Employed
32.721121
Urban
Comprehensive
0
16
313
5
2022-06-04 15:21:39.081504
Poor
No
Weekly
Apartment
1,744
14,304
19
Female
6,092
Single
4
PhD
null
16.071037
Rural
Comprehensive
0
15
null
7
2021-09-29 15:21:39.222387
Good
Yes
Monthly
Apartment
1,259
14,305
41
Male
84,551
Married
0
Master's
Self-Employed
41.257833
Urban
Comprehensive
null
16
446
2
2019-10-21 15:21:39.209847
Poor
No
Weekly
House
1,007
14,306
25
Female
21,334
Divorced
3
PhD
null
4.861386
Suburban
Basic
0
11
809
2
2023-08-10 15:21:39.231531
Average
No
Rarely
Apartment
1,059
14,307
22
Male
93,518
Divorced
null
Master's
Employed
13.792551
Rural
Premium
0
17
459
5
2021-09-09 15:21:39.219432
Good
Yes
Monthly
House
33
14,308
28
Female
7,076
Married
3
High School
Self-Employed
23.935259
Urban
Premium
null
6
603
1
2023-07-26 15:21:39.134960
Good
No
Monthly
House
649
14,309
59
Male
20,597
Single
4
High School
null
15.057501
Rural
Comprehensive
0
3
668
4
2021-05-20 15:21:39.105504
Good
No
Daily
Condo
614
14,310
26
Male
18,938
Divorced
0
Bachelor's
Employed
49.348437
Rural
Premium
1
15
705
1
2022-08-28 15:21:39.095696
Poor
No
Weekly
Condo
626
14,311
46
Female
1,575
Divorced
3
High School
null
12.757577
Suburban
Comprehensive
2
9
819
9
2023-12-02 15:21:39.167099
Average
No
Daily
Condo
2,054
14,312
27
Female
73,931
Married
null
Bachelor's
Unemployed
46.924709
Urban
Comprehensive
null
17
466
1
2024-04-03 15:21:39.221386
Poor
Yes
Rarely
Condo
2,063
14,313
30
Female
26,151
Single
1
PhD
Self-Employed
35.006004
Suburban
Comprehensive
0
6
359
1
2024-06-13 15:21:39.177724
Good
Yes
Weekly
Apartment
542
14,314
47
Female
3,193
Divorced
2
High School
Self-Employed
40.619108
Suburban
Premium
2
0
null
3
2021-09-11 15:21:39.190215
Good
Yes
Weekly
House
1,520
14,315
64
Male
null
Divorced
4
High School
null
28.824559
Suburban
Comprehensive
0
9
414
8
2021-10-30 15:21:39.155231
Poor
No
Daily
House
914
14,316
55
Male
48,940
Divorced
1
High School
Self-Employed
45.036216
Rural
Comprehensive
0
13
310
4
2020-03-19 15:21:39.093681
Good
No
Daily
House
463
14,317
63
Male
24,552
Married
2
Master's
null
42.887953
Suburban
Comprehensive
0
16
null
6
2022-07-28 15:21:39.198406
Good
Yes
Rarely
House
923
14,318
59
Female
16,245
Single
0
High School
Self-Employed
26.391711
Suburban
Basic
null
0
765
1
2023-10-01 15:21:39.237118
Poor
Yes
Daily
Condo
1,078
14,319
36
Male
16,580
Married
3
High School
Unemployed
26.772766
Suburban
Premium
1
13
520
6
2023-12-15 15:21:39.155231
Good
Yes
Monthly
Apartment
2,494
14,320
49
Female
null
Divorced
3
PhD
Unemployed
21.923197
Rural
Comprehensive
null
1
413
4
2021-07-20 15:21:39.151732
Average
Yes
Weekly
Condo
815
14,321
50
Female
18,058
Married
0
PhD
Employed
36.09447
Urban
Comprehensive
0
8
552
7
2022-10-05 15:21:39.198406
Poor
No
Monthly
House
454
14,322
46
Male
17,091
Married
1
High School
Unemployed
28.366876
Rural
Premium
0
5
829
7
2023-01-30 15:21:39.249100
Good
No
Monthly
Apartment
2,031
14,323
55
Male
7,894
Single
3
Bachelor's
null
19.918596
Rural
Basic
3
14
670
2
2023-05-15 15:21:39.155231
Good
No
Daily
Condo
476
14,324
55
Female
142,874
null
1
Bachelor's
Employed
41.28304
Suburban
Premium
2
16
609
7
2022-04-18 15:21:39.134960
Average
No
Monthly
Condo
591
14,325
30
Male
13,420
Divorced
2
Master's
Unemployed
21.75496
Urban
Premium
1
15
496
5
2021-02-26 15:21:39.094752
Average
No
Rarely
Condo
3,563
14,326
27
Male
26,691
Single
4
PhD
Self-Employed
43.20426
Rural
Comprehensive
0
2
797
2
2020-03-05 15:21:39.285112
Poor
No
Rarely
Apartment
553
14,327
23
Female
18,272
Divorced
1
Bachelor's
Unemployed
51.049782
Rural
Comprehensive
3
10
847
6
2022-06-06 15:21:39.222387
Poor
No
Monthly
House
334
14,328
19
Female
1,540
Single
1
High School
Self-Employed
13.67009
Urban
Basic
1
5
384
2
2021-10-14 15:21:39.116179
Average
No
Rarely
House
1,154
14,329
40
Female
44,803
Divorced
0
High School
Unemployed
37.927571
Rural
Basic
null
9
659
5
2022-05-18 15:21:39.155231
Good
No
Weekly
House
664
14,330
22
Male
1,695
Married
2
High School
Self-Employed
22.749291
Urban
Comprehensive
0
11
430
3
2021-07-12 15:21:39.155231
Good
Yes
Daily
Condo
3,835
14,331
34
Female
43,897
Divorced
2
High School
null
14.944792
Rural
Premium
null
2
null
7
2020-12-03 15:21:39.210805
Average
Yes
Monthly
Condo
1,632
14,332
34
Female
29,142
Single
4
PhD
Unemployed
20.783059
Rural
Comprehensive
1
15
812
5
2021-02-21 15:21:39.134960
Average
No
Daily
Condo
829
14,333
51
Female
6,096
Divorced
3
Master's
Self-Employed
24.764405
Urban
Premium
null
8
445
4
2022-07-04 15:21:39.237118
Good
Yes
Rarely
Condo
1,428
14,334
52
Female
4,941
Single
1
Bachelor's
Employed
29.913257
Rural
Premium
0
0
639
9
2020-07-20 15:21:39.179186
Poor
No
Weekly
Apartment
2,362
14,335
43
Female
28,448
Divorced
2
Master's
null
12.837476
Rural
Premium
1
0
551
4
2021-08-07 15:21:39.092127
Average
Yes
Daily
Condo
574
14,336
49
Male
56,630
Married
3
PhD
null
20.076496
Suburban
Basic
null
9
831
1
2020-06-01 15:21:39.254678
Average
No
Rarely
Condo
393
14,337
62
Male
20,398
Married
2
Bachelor's
Employed
13.84219
Urban
Basic
null
19
333
7
2024-03-04 15:21:39.084065
Average
No
Monthly
House
695
14,338
55
Male
39,240
Divorced
0
Bachelor's
null
20.847119
Rural
Basic
null
1
788
6
2024-02-16 15:21:39.153733
Poor
Yes
Weekly
Apartment
594
14,339
52
Female
18,063
Married
3
Bachelor's
Self-Employed
21.235585
Rural
Basic
0
1
584
8
2022-02-25 15:21:39.289099
Good
No
Daily
House
1,419
14,340
62
Female
28,587
Married
0
Master's
Employed
9.246896
Suburban
Premium
1
13
672
9
2022-04-12 15:21:39.193945
Average
Yes
Daily
Condo
1,056
14,341
34
Male
39,724
Single
4
Bachelor's
null
21.639668
Suburban
Premium
null
2
573
7
2022-11-15 15:21:39.177724
Good
No
Weekly
Apartment
518
14,342
56
Female
null
Married
0
Master's
Unemployed
18.566585
Rural
Premium
1
10
444
4
2021-05-09 15:21:39.133866
Average
No
Weekly
House
336
14,343
40
Female
22,608
Married
1
High School
null
25.992751
Suburban
Comprehensive
0
17
797
8
2022-07-13 15:21:39.134960
Average
Yes
Daily
House
305
14,344
62
Male
15,881
Divorced
2
Bachelor's
Employed
21.791871
Suburban
Premium
2
19
548
2
2021-02-06 15:21:39.228521
Average
Yes
Daily
Apartment
854
14,345
39
Female
17,860
Married
0
PhD
null
41.456077
Urban
Basic
0
5
704
5
2023-08-06 15:21:39.098696
Poor
Yes
Rarely
Condo
835
14,346
58
Male
4,921
Married
0
Master's
Unemployed
26.637842
Rural
Comprehensive
0
12
634
3
2021-01-02 15:21:39.085129
Average
Yes
Weekly
Apartment
35
14,347
47
Male
23,604
Single
2
High School
Self-Employed
null
Rural
Comprehensive
null
10
706
1
2023-04-02 15:21:39.185215
Average
Yes
Daily
Condo
441
14,348
42
Male
65,230
Married
1
Master's
Unemployed
40.878256
Suburban
Comprehensive
0
17
null
8
2024-03-29 15:21:39.199447
Poor
Yes
Daily
House
144
14,349
41
Male
61,182
Divorced
4
High School
Self-Employed
40.625533
Suburban
Premium
0
16
383
1
2024-03-08 15:21:39.172097
Good
Yes
Rarely
Apartment
676
14,350
53
Female
7,073
Single
4
PhD
null
18.493489
Suburban
Comprehensive
1
19
462
2
2023-10-12 15:21:39.092127
Good
Yes
Daily
Condo
21
14,351
57
Male
13,616
Divorced
4
PhD
Unemployed
27.917265
Urban
Comprehensive
null
7
575
6
2023-08-11 15:21:39.181605
Poor
Yes
Daily
Apartment
1,165
14,352
30
Female
15,556
Married
3
PhD
null
11.943243
Urban
Comprehensive
1
2
null
1
2023-01-20 15:21:39.289099
Average
No
Monthly
House
634
14,353
43
Female
10,724
Divorced
null
Master's
null
24.724495
Rural
Basic
null
19
797
8
2021-09-16 15:21:39.134960
Average
No
Daily
Apartment
454
14,354
28
Female
null
Single
4
PhD
Employed
13.570617
Suburban
Basic
null
2
770
2
2020-04-11 15:21:39.155231
Poor
No
Daily
House
297
14,355
30
Female
120,190
Single
1
PhD
null
36.906284
Urban
Premium
0
7
541
7
2022-05-07 15:21:39.181605
Good
No
Monthly
House
391
14,356
41
Male
9,076
Divorced
2
Master's
null
17.868586
Urban
Comprehensive
null
0
653
2
2020-05-24 15:21:39.134960
Good
No
Weekly
Condo
3,102
14,357
33
Male
15,641
Single
2
Master's
Self-Employed
18.051151
Suburban
Basic
0
7
539
6
2021-05-09 15:21:39.263607
Average
Yes
Rarely
Apartment
1,034
14,358
19
Male
16,058
Divorced
null
PhD
null
21.673408
Urban
Basic
0
13
771
3
2021-03-01 15:21:39.226954
Good
No
Weekly
Condo
804
14,359
28
Female
20,408
Married
2
Master's
null
18.587961
Suburban
Premium
0
4
613
3
2023-12-06 15:21:39.082499
Poor
No
Weekly
Apartment
26
14,360
43
Male
29,093
Married
null
High School
null
null
Suburban
Comprehensive
1
3
511
9
2024-02-29 15:21:39.081504
Good
No
Daily
House
1,804
14,361
49
Female
4,191
Single
2
Bachelor's
Self-Employed
17.858183
Rural
Premium
null
8
309
8
2023-10-19 15:21:39.266452
Good
No
Rarely
Condo
172
14,362
36
Male
312
Married
1
Master's
Unemployed
17.173574
Urban
Basic
null
15
738
3
2022-01-22 15:21:39.155231
null
Yes
Monthly
Apartment
612
14,363
59
Male
748
Single
1
Master's
null
34.459515
Urban
Premium
null
0
848
5
2023-04-21 15:21:39.155231
Good
Yes
Weekly
Apartment
110
14,364
26
Female
93,197
Divorced
0
High School
Self-Employed
16.818432
Suburban
Comprehensive
1
8
null
4
2021-09-25 15:21:39.082499
Average
No
Rarely
Apartment
97
14,365
27
Male
5,857
Married
2
Bachelor's
Employed
26.981895
Rural
Premium
1
10
612
4
2023-03-13 15:21:39.134960
Poor
Yes
Daily
House
1,338
14,366
20
Male
27,155
Divorced
0
Bachelor's
Self-Employed
25.367948
Suburban
Premium
null
6
813
6
2019-10-11 15:21:39.286113
Poor
No
Rarely
Apartment
1,348
14,367
58
Male
117,785
Married
3
Bachelor's
null
22.7124
Rural
Comprehensive
0
13
472
4
2022-02-09 15:21:39.192212
null
Yes
Daily
Apartment
147
14,368
57
Female
18,056
Single
0
Bachelor's
null
7.46091
Urban
Basic
null
6
696
6
2023-12-22 15:21:39.080440
Good
No
Rarely
Apartment
1,363
14,369
56
Female
null
Married
0
Bachelor's
Employed
15.284092
Rural
Premium
null
8
412
4
2023-04-25 15:21:39.237118
Average
Yes
Rarely
Condo
3,076
14,370
27
Female
54,586
Single
null
PhD
Self-Employed
49.567268
Suburban
Comprehensive
1
3
439
9
2020-03-05 15:21:39.134960
Good
Yes
Monthly
House
1,290
14,371
45
Male
53,565
Divorced
1
Master's
Employed
17.753431
Suburban
Premium
2
2
406
4
2020-02-03 15:21:39.237118
Average
No
Monthly
Apartment
2,817
14,372
64
Male
12,345
Single
1
High School
null
14.928135
Urban
Premium
0
10
364
7
2023-07-01 15:21:39.250151
Poor
Yes
Daily
Condo
2,715
14,373
64
Female
null
Single
0
High School
null
16.059785
Urban
Basic
1
1
326
2
2022-07-05 15:21:39.105504
Average
Yes
Weekly
House
801
14,374
25
Female
16,983
Divorced
0
High School
null
16.60584
Suburban
Comprehensive
1
10
null
5
2021-04-12 15:21:39.209847
Poor
Yes
Daily
Condo
1,052
14,375
36
Female
43,790
Married
0
PhD
Unemployed
18.964471
Rural
Basic
null
19
562
1
2024-04-29 15:21:39.155231
Poor
No
Weekly
House
2,220
14,376
53
Male
16,072
Married
3
PhD
Employed
8.758517
Rural
Basic
2
15
673
5
2024-02-15 15:21:39.086123
Average
No
Weekly
House
857
14,377
39
Male
133,317
Single
0
PhD
Unemployed
37.793369
Urban
Premium
0
1
null
5
2022-10-24 15:21:39.090124
Average
No
Monthly
Condo
110
14,378
49
Female
16,572
Divorced
2
PhD
null
40.57168
Rural
Comprehensive
null
12
449
6
2019-12-26 15:21:39.211806
Poor
No
Weekly
House
669
14,379
31
Female
10,047
Divorced
1
Bachelor's
Employed
35.671567
Suburban
Comprehensive
1
12
725
1
2022-05-07 15:21:39.175719
Good
No
Daily
House
843
14,380
53
Male
35,475
Single
4
PhD
Self-Employed
28.868257
Urban
Basic
2
15
538
2
2021-02-12 15:21:39.114118
null
No
Daily
House
1,108
14,381
20
Male
null
Single
3
High School
Self-Employed
9.907409
Suburban
Premium
1
13
308
6
2022-11-21 15:21:39.226954
Average
No
Weekly
Condo
2,675
14,382
31
Female
4,715
Married
3
Master's
Employed
31.737743
Urban
Premium
2
14
571
9
2019-12-19 15:21:39.086123
null
No
Weekly
Apartment
1,086
14,383
39
Male
3,436
Divorced
3
High School
Unemployed
7.698927
Rural
Basic
null
11
625
9
2023-09-10 15:21:39.251142
Poor
Yes
Monthly
Condo
112
14,384
28
Male
31,300
Single
4
Master's
null
4.662261
Suburban
Premium
0
9
428
1
2021-06-17 15:21:39.257696
Good
Yes
Monthly
House
453
14,385
24
Male
2,692
Single
4
PhD
null
27.648475
Suburban
Basic
null
13
352
7
2023-06-22 15:21:39.102694
Good
No
Monthly
Condo
3,138
14,386
24
Female
55,818
Married
3
High School
Unemployed
26.590194
Suburban
Premium
2
12
314
5
2021-09-27 15:21:39.126661
Poor
No
Daily
House
630
14,387
26
Female
117,783
Divorced
2
Bachelor's
null
null
Rural
Premium
3
12
632
9
2022-11-17 15:21:39.248098
null
No
Daily
Condo
726
14,388
55
Male
36,802
Married
4
High School
Unemployed
14.221278
Urban
Basic
0
6
519
8
2023-07-12 15:21:39.253660
Good
Yes
Rarely
House
459
14,389
null
Male
14,056
Married
3
PhD
Self-Employed
23.067231
Rural
Comprehensive
null
2
580
7
2020-04-05 15:21:39.248098
Average
No
Weekly
Condo
1,341
14,390
21
Male
14,085
Married
0
Master's
Self-Employed
26.548581
Suburban
Basic
null
3
null
3
2022-06-13 15:21:39.098696
Average
Yes
Monthly
Apartment
954
14,391
45
Male
90,131
Married
0
High School
Self-Employed
14.769544
Urban
Comprehensive
null
8
419
5
2022-06-07 15:21:39.177724
Average
Yes
Weekly
Condo
728
14,392
47
Male
15,401
Divorced
1
High School
Self-Employed
30.073932
Suburban
Basic
1
19
772
2
2024-03-17 15:21:39.192212
Poor
Yes
Daily
Apartment
873
14,393
59
Male
null
Single
null
Master's
Unemployed
13.099065
Suburban
Premium
1
6
509
2
2024-01-13 15:21:39.155231
Average
Yes
Weekly
Condo
2,295
14,394
47
Male
30,862
Divorced
1
Bachelor's
Employed
17.645064
Urban
Basic
1
2
556
8
2021-09-12 15:21:39.248098
Good
Yes
Monthly
Apartment
1,499
14,395
22
Male
23,264
Single
1
High School
Employed
37.743013
Urban
Comprehensive
null
1
591
9
2019-09-09 15:21:39.175719
Good
Yes
Daily
House
1,135
14,396
38
Male
60,582
Divorced
null
Bachelor's
Unemployed
22.937803
Rural
Comprehensive
null
13
366
9
2023-04-01 15:21:39.264504
Poor
Yes
Monthly
Condo
923
14,397
24
Female
44,984
Single
4
Bachelor's
Employed
20.606078
Suburban
Premium
null
3
827
8
2024-07-08 15:21:39.204790
Average
Yes
Monthly
Condo
570
14,398
56
Male
1,675
Divorced
3
PhD
null
41.038634
Rural
Comprehensive
null
15
478
6
2021-07-12 15:21:39.290098
Average
No
Daily
Condo
1,508
14,399
56
Female
18,059
Divorced
1
Master's
Self-Employed
11.658371
Urban
Basic
null
7
643
1
2019-12-31 15:21:39.092127
Good
No
Rarely
Apartment
659