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
16,300
45
Female
29,460
Divorced
2
High School
Self-Employed
4.042911
Suburban
Basic
1
14
636
9
2019-09-20 15:21:39.092127
Average
Yes
Rarely
Apartment
2,740
16,301
19
Female
36,369
Single
1
Master's
null
35.885816
Suburban
Basic
1
0
677
9
2022-12-25 15:21:39.206847
Poor
No
Rarely
Apartment
922
16,302
33
Female
44,730
Single
null
Master's
Self-Employed
12.097128
Urban
Basic
null
11
553
8
2021-09-08 15:21:39.187211
Poor
No
Monthly
Condo
36
16,303
20
Female
68,156
Divorced
4
PhD
Employed
36.671038
Urban
Comprehensive
2
14
499
1
2020-07-19 15:21:39.237118
Poor
No
Rarely
Apartment
218
16,304
31
Male
18,087
Single
2
Master's
Unemployed
26.798774
Rural
Basic
null
4
612
3
2020-07-23 15:21:39.087123
Good
No
Monthly
Apartment
582
16,305
47
Female
15,217
Single
0
PhD
Employed
34.987316
Rural
Comprehensive
1
5
null
1
2021-02-11 15:21:39.225916
Good
No
Daily
Apartment
555
16,306
44
Female
91,597
Single
1
Bachelor's
null
36.737454
Suburban
Basic
null
6
381
9
2023-04-18 15:21:39.134960
Good
No
Monthly
Apartment
1,541
16,307
null
Female
null
Single
3
PhD
Employed
35.693111
Rural
Premium
0
13
363
2
2021-01-22 15:21:39.106582
Average
Yes
Weekly
Apartment
269
16,308
22
Male
25,861
Single
0
PhD
Unemployed
43.285928
Urban
Basic
null
18
811
7
2021-08-05 15:21:39.231531
Good
Yes
Weekly
Condo
467
16,309
50
Female
35,329
Married
1
Bachelor's
null
21.262831
Suburban
Premium
1
0
571
7
2022-04-29 15:21:39.134960
Poor
No
Rarely
Condo
1,051
16,310
46
Male
16,275
Divorced
3
PhD
Employed
26.080084
Urban
Comprehensive
1
19
484
2
2019-11-19 15:21:39.115178
Good
Yes
Rarely
House
1,539
16,311
27
Male
4,632
Married
2
High School
Unemployed
49.012717
Urban
Basic
null
18
328
6
2021-09-20 15:21:39.164044
Poor
Yes
Monthly
Apartment
647
16,312
49
Female
6,291
Married
2
Bachelor's
null
19.71693
Urban
Comprehensive
2
5
588
1
2022-11-03 15:21:39.188220
Good
Yes
Weekly
Apartment
1,441
16,313
44
Female
27,989
Single
3
Bachelor's
Unemployed
8.829068
Rural
Premium
1
15
null
1
2023-11-12 15:21:39.224915
Poor
Yes
Weekly
Apartment
524
16,314
28
Female
5,840
Single
2
Master's
Unemployed
31.07311
Suburban
Comprehensive
1
1
508
2
2023-02-08 15:21:39.155231
Poor
No
Daily
Condo
2,655
16,315
39
Female
30,476
Single
0
Bachelor's
Self-Employed
47.836916
Urban
Basic
null
16
782
5
2022-11-29 15:21:39.130190
Good
No
Weekly
Apartment
821
16,316
59
Male
16,031
Single
null
Bachelor's
Unemployed
9.501837
Suburban
Premium
null
0
489
8
2024-01-30 15:21:39.266452
Poor
Yes
Rarely
Condo
258
16,317
34
Male
64,479
Single
1
Master's
Unemployed
26.973121
Rural
Premium
1
11
397
6
2023-01-02 15:21:39.102694
Average
Yes
Weekly
House
1,040
16,318
32
Male
577
Single
3
Master's
Employed
22.955402
Suburban
Comprehensive
null
17
784
5
2023-10-26 15:21:39.113566
null
Yes
Daily
Condo
1,395
16,319
28
Female
14,011
Divorced
3
High School
Employed
21.282002
Urban
Premium
null
15
null
6
2023-08-13 15:21:39.155231
Good
No
Daily
House
258
16,320
25
Male
18,085
Divorced
3
Master's
Employed
22.1417
Urban
Comprehensive
0
19
776
2
2020-12-07 15:21:39.134960
Good
No
Rarely
Condo
1,008
16,321
23
Male
19,654
Married
4
Bachelor's
Self-Employed
51.857364
Suburban
Basic
1
16
null
2
2020-04-17 15:21:39.165120
Good
No
Monthly
Condo
894
16,322
null
Male
72,414
Married
0
PhD
null
48.074266
Suburban
Basic
null
7
398
3
2023-10-18 15:21:39.261856
Average
Yes
Weekly
Condo
961
16,323
30
Female
55,831
Single
2
High School
null
38.734256
Rural
Premium
2
12
717
6
2020-10-05 15:21:39.092127
Poor
Yes
Weekly
Apartment
3,049
16,324
22
Female
8,078
Divorced
0
PhD
null
9.564504
Rural
Basic
0
9
596
1
2021-05-20 15:21:39.083497
null
Yes
Weekly
House
643
16,325
21
Male
901
Married
2
Bachelor's
null
null
Urban
Basic
null
7
null
3
2022-11-17 15:21:39.251142
Poor
No
Weekly
House
683
16,326
59
Male
39,894
Divorced
2
PhD
Unemployed
22.788945
Rural
Premium
0
17
738
4
2021-04-07 15:21:39.237118
Poor
Yes
Rarely
Condo
1,546
16,327
32
Male
39,729
Married
3
High School
Unemployed
47.835136
Suburban
Comprehensive
null
19
638
9
2022-11-19 15:21:39.223390
Good
No
Rarely
Apartment
728
16,328
20
Female
14,054
Married
1
Bachelor's
Employed
30.702878
Rural
Comprehensive
0
3
628
5
2022-05-24 15:21:39.209847
Good
Yes
Monthly
Condo
472
16,329
36
Female
null
Divorced
4
Bachelor's
Employed
31.594611
Rural
Premium
0
16
425
4
2022-12-27 15:21:39.134960
Average
No
Daily
Condo
2,399
16,330
28
Male
13,825
Divorced
3
High School
Self-Employed
43.784892
Rural
Comprehensive
null
15
763
2
2021-01-01 15:21:39.279729
Average
Yes
Weekly
Condo
1,046
16,331
53
Female
94,977
Single
2
PhD
Employed
49.975741
Suburban
Premium
0
0
804
7
2022-01-21 15:21:39.278402
Average
Yes
Rarely
House
67
16,332
57
Female
null
Single
0
Master's
Self-Employed
34.716005
Suburban
Comprehensive
0
19
357
1
2020-07-05 15:21:39.192212
Poor
No
Weekly
House
1,682
16,333
50
Female
44,636
Divorced
4
High School
Unemployed
15.539671
Suburban
Basic
null
6
null
2
2023-02-05 15:21:39.252145
Poor
Yes
Monthly
Apartment
793
16,334
22
Male
35,161
Divorced
2
PhD
Self-Employed
16.302641
Urban
Comprehensive
0
2
488
9
2021-08-12 15:21:39.080440
Poor
Yes
Daily
Condo
2,144
16,335
34
Male
38,272
Single
1
High School
Unemployed
42.881347
Suburban
Premium
1
14
null
1
2024-07-11 15:21:39.232526
Average
No
Monthly
Condo
20
16,336
35
Male
43,969
Divorced
0
High School
Self-Employed
29.683031
Urban
Premium
3
2
366
2
2022-07-24 15:21:39.248098
Good
Yes
Daily
Condo
468
16,337
29
Male
26,225
Divorced
1
PhD
Unemployed
40.857363
Suburban
Comprehensive
null
8
524
5
2022-10-25 15:21:39.188220
Good
Yes
Daily
Condo
2,120
16,338
27
Male
28,603
Divorced
1
Bachelor's
Employed
null
Urban
Comprehensive
0
11
336
9
2021-09-25 15:21:39.253660
Good
Yes
Daily
Condo
2,586
16,339
42
Male
15,670
Married
2
High School
null
7.908367
Rural
Basic
3
5
542
7
2023-07-19 15:21:39.092127
Good
Yes
Daily
House
1,824
16,340
21
Female
18,953
Single
3
Master's
Self-Employed
25.907326
Suburban
Comprehensive
2
3
601
3
2022-05-02 15:21:39.134960
Average
Yes
Daily
House
177
16,341
57
Female
115,561
Married
3
Master's
Employed
12.933215
Rural
Basic
0
17
435
7
2021-03-13 15:21:39.245086
Good
Yes
Rarely
Apartment
671
16,342
53
Male
124,826
Single
2
PhD
null
22.717045
Suburban
Premium
0
12
695
8
2021-01-03 15:21:39.177724
Poor
No
Monthly
Apartment
220
16,343
49
Female
43,488
Married
1
PhD
Employed
25.986597
Urban
Comprehensive
2
13
null
9
2021-11-28 15:21:39.252145
Good
Yes
Daily
Condo
439
16,344
26
Female
60,882
Married
1
PhD
null
34.17609
Suburban
Comprehensive
2
4
673
6
2024-07-01 15:21:39.089116
Good
Yes
Daily
Condo
143
16,345
61
Female
17,961
Married
2
Bachelor's
null
18.158537
Rural
Premium
null
13
464
3
2023-09-18 15:21:39.134960
Average
No
Weekly
Condo
549
16,346
27
Female
27,442
Single
0
Bachelor's
Employed
25.270741
Rural
Comprehensive
0
6
725
8
2023-02-16 15:21:39.209847
Average
Yes
Rarely
Condo
687
16,347
45
Male
2,442
Married
3
PhD
null
21.926698
Urban
Basic
0
9
705
7
2021-11-11 15:21:39.269494
Good
Yes
Rarely
Apartment
2,551
16,348
55
Male
16,891
Divorced
1
Bachelor's
Unemployed
18.35277
Suburban
Basic
null
5
null
9
2024-03-08 15:21:39.181605
Good
No
Weekly
Apartment
522
16,349
18
Male
null
Married
0
Bachelor's
Employed
19.057928
Rural
Comprehensive
null
7
309
9
2023-09-02 15:21:39.155231
Good
Yes
Rarely
Apartment
2,872
16,350
39
Male
118,693
Divorced
1
PhD
Employed
21.537825
Suburban
Comprehensive
0
8
359
6
2021-06-02 15:21:39.256696
Good
Yes
Daily
Apartment
73
16,351
19
Male
29,577
Divorced
1
Bachelor's
Unemployed
20.284444
Rural
Premium
1
0
441
3
2020-08-17 15:21:39.169102
Average
No
Monthly
Condo
611
16,352
21
Male
56,834
Divorced
0
Bachelor's
Unemployed
29.761635
Urban
Basic
1
1
434
3
2020-06-01 15:21:39.208842
Good
Yes
Rarely
Condo
1,504
16,353
null
Male
62,972
Married
0
PhD
null
35.099901
Urban
Premium
0
18
405
7
2022-09-11 15:21:39.096739
Average
No
Monthly
Apartment
1,244
16,354
41
Female
24,359
Married
4
Master's
Employed
43.676417
Rural
Premium
0
9
491
1
2024-01-17 15:21:39.194829
Average
No
Rarely
Apartment
472
16,355
23
Male
136,844
Single
0
PhD
Employed
41.744387
Urban
Comprehensive
null
0
477
4
2020-02-21 15:21:39.192212
Average
Yes
Monthly
House
1,873
16,356
26
Male
3,062
Married
3
Bachelor's
null
null
Rural
Basic
1
9
832
6
2022-11-25 15:21:39.171102
null
Yes
Daily
House
1,246
16,357
52
Female
4,766
Single
0
Master's
Unemployed
35.569766
Rural
Basic
2
5
442
2
2024-07-04 15:21:39.188220
Good
No
Monthly
House
2,943
16,358
57
Male
18,183
Married
3
High School
Unemployed
19.887822
Urban
Premium
null
4
575
3
2022-12-01 15:21:39.207847
Good
No
Weekly
Apartment
1,148
16,359
54
Female
14,859
Divorced
3
Master's
Employed
17.922674
Rural
Comprehensive
1
9
604
6
2023-12-13 15:21:39.175719
Poor
No
Daily
House
434
16,360
40
Female
22,167
Divorced
1
High School
null
29.053874
Rural
Basic
2
19
516
2
2021-09-22 15:21:39.091080
Average
Yes
Weekly
Condo
349
16,361
42
Male
1,437
Single
null
Bachelor's
null
31.957751
Suburban
Basic
null
13
519
8
2020-08-06 15:21:39.134960
Average
Yes
Rarely
House
1,879
16,362
43
Female
4,737
Divorced
3
PhD
Self-Employed
25.658959
Suburban
Basic
0
7
428
5
2022-02-11 15:21:39.093681
null
No
Daily
House
623
16,363
53
Male
47,416
Divorced
null
PhD
Employed
10.358826
Urban
Comprehensive
2
15
482
4
2020-12-06 15:21:39.091080
Average
No
Monthly
Condo
3,360
16,364
22
Female
15,594
Single
0
Bachelor's
Self-Employed
16.719181
Suburban
Basic
null
19
819
2
2024-06-30 15:21:39.261856
Good
No
Daily
Apartment
350
16,365
41
Female
11,531
Married
0
Master's
null
26.174812
Urban
Premium
2
16
745
9
2023-02-06 15:21:39.095696
Average
Yes
Rarely
Apartment
2,935
16,366
56
Male
18,053
Married
2
PhD
Unemployed
18.569164
Urban
Basic
null
8
null
7
2022-08-12 15:21:39.205850
Average
Yes
Rarely
Apartment
557
16,367
61
Male
11,295
Married
2
PhD
null
26.94489
Rural
Comprehensive
1
4
644
6
2022-05-15 15:21:39.155231
Average
No
Weekly
Apartment
686
16,368
56
Female
16,891
Divorced
4
Bachelor's
Employed
26.058524
Suburban
Basic
null
13
null
6
2024-06-17 15:21:39.134960
Good
No
Monthly
Apartment
676
16,369
32
Male
25,563
Single
4
Bachelor's
Self-Employed
22.717836
Urban
Basic
null
14
772
5
2020-03-20 15:21:39.237118
Poor
Yes
Rarely
Condo
654
16,370
18
Male
68,864
Divorced
2
Master's
Unemployed
16.55507
Urban
Comprehensive
2
14
804
4
2020-12-24 15:21:39.254678
Average
Yes
Monthly
Apartment
2,366
16,371
21
Female
null
Married
3
High School
null
12.60555
Rural
Premium
0
11
713
6
2020-04-30 15:21:39.170099
Good
Yes
Monthly
House
281
16,372
55
Female
17,274
Divorced
null
PhD
Unemployed
33.581225
Suburban
Comprehensive
1
3
345
8
2024-06-26 15:21:39.111551
Poor
No
Rarely
House
954
16,373
47
Female
53,480
Divorced
3
PhD
Self-Employed
27.993175
Urban
Basic
null
18
488
7
2020-01-03 15:21:39.210805
Average
Yes
Weekly
Apartment
2,648
16,374
43
Male
7,073
Single
4
Bachelor's
Unemployed
13.058374
Urban
Comprehensive
3
15
542
5
2020-11-15 15:21:39.155231
Average
No
Monthly
Condo
537
16,375
21
Female
144,851
Divorced
3
Master's
Employed
51.039848
Suburban
Basic
0
14
794
4
2021-07-16 15:21:39.132191
Poor
No
Weekly
House
1,140
16,376
44
Female
4,782
Married
3
Master's
Employed
44.846806
Urban
Comprehensive
null
13
361
9
2023-01-20 15:21:39.253660
Poor
No
Rarely
Condo
2,503
16,377
32
Female
55,728
Single
3
High School
null
32.574503
Rural
Comprehensive
null
9
421
5
2023-01-14 15:21:39.229482
null
Yes
Daily
Apartment
1,533
16,378
46
Male
935
Single
0
High School
null
38.836188
Urban
Basic
0
4
391
1
2024-04-27 15:21:39.089116
Average
Yes
Weekly
House
1,420
16,379
61
Male
11,564
Single
4
Master's
null
42.171137
Rural
Comprehensive
0
13
645
6
2023-03-13 15:21:39.134960
Good
Yes
Weekly
Condo
581
16,380
34
Male
3,828
Single
4
High School
Employed
31.788178
Urban
Basic
2
4
null
2
2022-04-04 15:21:39.276901
Poor
Yes
Rarely
House
454
16,381
32
Female
15,380
Divorced
3
PhD
Self-Employed
25.987748
Urban
Premium
1
12
569
2
2020-03-19 15:21:39.192212
Good
Yes
Weekly
Apartment
2,466
16,382
35
Male
1,765
Married
2
High School
Employed
21.643515
Urban
Comprehensive
2
1
595
2
2022-06-07 15:21:39.248098
Good
Yes
Rarely
House
1,148
16,383
32
Female
933
Married
0
High School
Unemployed
15.362379
Suburban
Basic
1
12
735
4
2020-10-18 15:21:39.282785
Average
Yes
Weekly
Apartment
176
16,384
47
Female
8,984
Divorced
4
Master's
Employed
27.426976
Urban
Basic
0
7
780
7
2024-01-02 15:21:39.182597
Good
Yes
Weekly
Apartment
561
16,385
null
Female
36,113
Divorced
1
Bachelor's
Employed
10.966353
Suburban
Basic
1
14
693
1
2020-11-16 15:21:39.092127
Good
Yes
Monthly
Apartment
1,370
16,386
30
Female
55,331
Married
4
Master's
Employed
50.648427
Suburban
Comprehensive
null
1
558
3
2023-03-02 15:21:39.155231
Poor
No
Monthly
House
2,225
16,387
63
Female
73,331
Married
1
High School
null
7.003938
Rural
Basic
3
1
622
6
2024-05-09 15:21:39.231531
null
No
Rarely
Apartment
609
16,388
26
Male
142,422
Divorced
3
Master's
null
null
Rural
Premium
null
12
836
4
2023-07-29 15:21:39.288099
null
Yes
Monthly
Condo
1,629
16,389
48
Male
93,961
Single
3
PhD
null
21.554722
Urban
Basic
1
2
437
5
2022-12-18 15:21:39.134960
Good
Yes
Daily
Condo
714
16,390
26
Female
28,450
Divorced
4
PhD
Unemployed
13.904666
Suburban
Basic
2
0
785
4
2020-08-21 15:21:39.120168
Average
No
Monthly
Condo
609
16,391
30
Male
29,585
Divorced
0
Bachelor's
Unemployed
30.178324
Suburban
Premium
1
17
690
1
2020-06-16 15:21:39.274993
Good
No
Monthly
House
826
16,392
31
Female
32,679
Married
2
High School
Self-Employed
20.984951
Rural
Premium
1
5
694
8
2021-10-28 15:21:39.237118
Good
No
Rarely
Condo
484
16,393
30
Female
15,474
Married
1
Bachelor's
Self-Employed
24.812705
Urban
Comprehensive
1
9
399
4
2022-09-01 15:21:39.237118
Good
Yes
Daily
Apartment
1,326
16,394
62
Male
117,467
Married
null
PhD
Self-Employed
7.409909
Rural
Comprehensive
2
14
498
5
2024-06-03 15:21:39.232526
Average
No
Daily
Condo
388
16,395
40
Female
62,832
Divorced
1
Bachelor's
null
null
Suburban
Basic
2
10
642
6
2020-06-12 15:21:39.168099
null
Yes
Monthly
House
1,099
16,396
50
Male
123,389
Single
2
Bachelor's
null
33.998941
Suburban
Comprehensive
null
16
388
1
2020-06-05 15:21:39.231531
Poor
Yes
Weekly
Apartment
1,363
16,397
48
Female
30,678
Divorced
2
Master's
null
34.897996
Rural
Comprehensive
1
18
616
5
2024-06-27 15:21:39.130190
Average
Yes
Daily
Condo
454
16,398
47
Female
39,855
Married
0
PhD
Employed
23.85469
Rural
Comprehensive
null
8
558
3
2023-10-31 15:21:39.134960
Average
Yes
Daily
Condo
881
16,399
33
Male
75,928
Married
3
High School
Employed
48.777918
Urban
Comprehensive
1
5
727
3
2020-03-07 15:21:39.089116
Good
Yes
Daily
House
112