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
1,197,400
60
Male
15,255
Divorced
0
High School
Self-Employed
15.955562
Rural
Comprehensive
1
17
null
7
2021-03-28 15:21:39.205850
Poor
Yes
Weekly
Apartment
1,058
1,197,401
58
Male
91,326
Single
1
High School
Unemployed
null
Suburban
Premium
0
17
439
2
2024-07-31 15:21:39.237118
Good
Yes
Monthly
Apartment
1,495
1,197,402
19
Male
7,999
Divorced
null
High School
Self-Employed
17.564184
Suburban
Basic
1
5
603
8
2020-07-21 15:21:39.114118
Good
Yes
Monthly
Apartment
319
1,197,403
37
Female
59,631
Married
null
Bachelor's
Employed
6.477942
Urban
Basic
null
16
734
2
2023-10-08 15:21:39.208842
Average
No
Rarely
Apartment
391
1,197,404
null
Female
29,719
Single
2
High School
Unemployed
22.612847
Urban
Premium
null
14
582
9
2021-01-11 15:21:39.264504
Good
Yes
Monthly
Apartment
676
1,197,405
40
Male
2,490
Divorced
3
Bachelor's
Unemployed
36.822123
Suburban
Premium
1
3
704
9
2022-05-31 15:21:39.134960
Good
No
Weekly
House
3,244
1,197,406
48
Male
122,907
Single
3
PhD
Self-Employed
49.844777
Rural
Premium
1
5
685
7
2022-03-05 15:21:39.236064
Poor
Yes
Daily
Condo
2,471
1,197,407
61
Male
17,963
Single
3
Master's
null
32.715575
Rural
Premium
0
19
751
2
2023-05-22 15:21:39.274993
Average
No
Monthly
Condo
1,027
1,197,408
47
Female
103,400
Married
4
High School
Employed
20.44696
Urban
Comprehensive
0
15
477
8
2022-08-13 15:21:39.248098
Average
No
Monthly
Apartment
2,040
1,197,409
63
Female
7,550
Single
null
High School
Self-Employed
24.294831
Urban
Comprehensive
0
17
788
2
2020-06-10 15:21:39.121169
Poor
Yes
Daily
House
761
1,197,410
41
Male
59,717
Single
1
Master's
Self-Employed
27.799945
Rural
Premium
null
6
321
8
2024-02-21 15:21:39.237118
Poor
No
Daily
House
1,373
1,197,411
32
Female
45,934
null
0
Bachelor's
null
null
Suburban
Premium
0
1
481
1
2022-04-04 15:21:39.244069
Average
Yes
Rarely
Condo
38
1,197,412
60
Male
46,437
Single
null
Master's
Self-Employed
5.524718
Rural
Comprehensive
2
5
745
1
2022-06-21 15:21:39.105504
Average
No
Daily
Apartment
22
1,197,413
null
Female
23,217
Single
3
Bachelor's
Self-Employed
44.223203
Suburban
Basic
0
18
692
3
2023-10-21 15:21:39.175719
Poor
Yes
Weekly
House
526
1,197,414
37
Female
567
Married
4
Bachelor's
Unemployed
18.766317
Rural
Comprehensive
0
18
null
4
2022-05-10 15:21:39.194829
Good
Yes
Weekly
Condo
105
1,197,415
52
Male
40,186
Single
2
PhD
Self-Employed
33.077013
Suburban
Premium
0
13
null
8
2020-08-03 15:21:39.134960
Good
No
Monthly
Apartment
288
1,197,416
24
Female
1,038
Divorced
0
High School
Self-Employed
14.123711
Urban
Comprehensive
null
9
494
5
2019-09-12 15:21:39.197445
Poor
No
Weekly
Condo
1,098
1,197,417
41
Female
33
Married
0
High School
Employed
45.935375
Suburban
Comprehensive
1
6
766
7
2024-04-22 15:21:39.285112
null
Yes
Monthly
Apartment
839
1,197,418
30
Female
3,009
Married
4
Bachelor's
Self-Employed
46.814622
Suburban
Comprehensive
0
7
null
6
2023-05-13 15:21:39.155231
Good
Yes
Rarely
House
2,176
1,197,419
54
Male
10,485
Married
1
Bachelor's
Employed
32.055928
Suburban
Comprehensive
0
8
847
7
2023-01-31 15:21:39.177724
Poor
No
Rarely
House
22
1,197,420
41
Male
1,609
Divorced
4
Bachelor's
Employed
null
Suburban
Basic
null
10
694
2
2024-04-10 15:21:39.176717
Poor
Yes
Daily
Condo
1,355
1,197,421
41
Male
16,054
Divorced
1
Master's
Unemployed
17.240513
Suburban
Premium
null
9
739
8
2022-03-21 15:21:39.237118
Good
Yes
Rarely
Apartment
710
1,197,422
38
Male
30,997
Single
0
High School
Unemployed
22.41295
Suburban
Basic
null
13
null
2
2019-12-15 15:21:39.281787
Good
No
Rarely
House
1,105
1,197,423
45
Male
14,069
Divorced
0
Master's
Employed
38.739882
Rural
Premium
0
16
515
5
2024-08-05 15:21:39.271453
Good
No
Daily
Condo
2,363
1,197,424
32
Male
4,737
Single
0
Bachelor's
Self-Employed
null
Rural
Basic
0
0
641
9
2022-10-31 15:21:39.134960
Good
Yes
Weekly
Apartment
1,298
1,197,425
30
Male
24,591
Divorced
null
PhD
Self-Employed
23.922286
Rural
Basic
1
18
470
6
2020-04-16 15:21:39.265513
Average
No
Daily
House
1,575
1,197,426
45
Female
27,470
Married
null
Bachelor's
null
15.936648
Suburban
Basic
1
4
520
2
2024-01-25 15:21:39.283783
Average
No
Rarely
Condo
783
1,197,427
57
Male
24,862
Divorced
0
Master's
Unemployed
18.641376
Suburban
Comprehensive
1
15
749
1
2023-10-22 15:21:39.288099
null
No
Rarely
House
1,514
1,197,428
56
Female
8,232
Married
1
High School
Employed
24.977808
Suburban
Premium
null
6
515
5
2023-04-15 15:21:39.086123
Good
Yes
Weekly
Condo
271
1,197,429
46
Male
17,791
Divorced
0
High School
Employed
8.385725
Rural
Comprehensive
0
11
607
7
2022-08-22 15:21:39.176717
Average
Yes
Weekly
Apartment
827
1,197,430
42
Female
38,184
Married
4
Bachelor's
Unemployed
19.262216
Rural
Basic
1
0
716
2
2024-07-05 15:21:39.155231
Average
Yes
Weekly
Apartment
1,753
1,197,431
56
Male
3,626
Divorced
4
Master's
null
29.369961
Rural
Comprehensive
2
10
635
2
2023-10-27 15:21:39.237118
Good
Yes
Monthly
Apartment
1,620
1,197,432
25
Female
30,521
Divorced
0
Bachelor's
Unemployed
12.907438
Urban
Premium
1
10
678
2
2024-03-08 15:21:39.092127
Good
Yes
Rarely
Condo
581
1,197,433
56
Male
29,389
Married
4
PhD
null
20.96719
Rural
Basic
0
17
654
8
2024-04-25 15:21:39.155231
null
No
Rarely
House
1,471
1,197,434
26
Female
135,045
Married
1
Bachelor's
Employed
13.076652
Suburban
Comprehensive
null
5
318
1
2023-09-09 15:21:39.122134
Average
Yes
Monthly
House
1,084
1,197,435
59
Male
25,388
Single
2
Master's
null
40.928915
Suburban
Basic
1
16
801
8
2023-06-19 15:21:39.244069
Good
Yes
Daily
House
1,908
1,197,436
38
Female
15,274
Single
0
Bachelor's
Employed
15.099182
Rural
Premium
null
17
629
4
2023-06-29 15:21:39.155231
Good
No
Weekly
Apartment
576
1,197,437
52
Female
25,573
Single
2
High School
null
41.639274
Rural
Comprehensive
null
15
738
1
2021-02-07 15:21:39.237118
Good
Yes
Monthly
Condo
638
1,197,438
48
Female
24,894
Married
4
Master's
null
27.68633
Urban
Premium
null
17
798
4
2020-01-25 15:21:39.170099
Poor
No
Weekly
House
739
1,197,439
18
Male
12,531
Single
4
Master's
Unemployed
14.908386
Rural
Basic
0
7
768
7
2023-04-14 15:21:39.254678
Average
Yes
Monthly
Apartment
1,052
1,197,440
21
Female
7,582
Married
3
Master's
Unemployed
8.015823
Suburban
Premium
1
19
547
3
2020-01-10 15:21:39.246098
Poor
Yes
Weekly
House
2,984
1,197,441
54
Male
1,463
Single
1
Master's
Unemployed
41.556316
Suburban
Premium
0
9
379
8
2022-02-16 15:21:39.264504
Good
No
Monthly
Apartment
615
1,197,442
39
Female
6,916
Married
0
PhD
Self-Employed
14.349976
Suburban
Premium
3
6
584
1
2024-03-09 15:21:39.289099
Good
Yes
Daily
Apartment
1,059
1,197,443
40
Male
43,471
Married
0
Master's
Unemployed
23.293858
Urban
Premium
null
3
589
8
2024-03-06 15:21:39.092127
Average
Yes
Monthly
Condo
1,752
1,197,444
63
Female
2,420
Married
0
High School
Employed
24.054712
Suburban
Comprehensive
2
1
711
2
2022-03-28 15:21:39.237118
Good
No
Weekly
House
1,597
1,197,445
21
Female
2,798
Single
null
Bachelor's
null
10.913473
Rural
Comprehensive
null
12
769
7
2019-09-30 15:21:39.132191
Average
No
Monthly
Apartment
23
1,197,446
31
Male
81,383
Single
0
Bachelor's
Employed
28.522965
Suburban
Premium
0
17
658
8
2023-07-08 15:21:39.124659
Poor
Yes
Weekly
House
347
1,197,447
48
Male
14,087
Divorced
2
Bachelor's
Self-Employed
35.927042
Rural
Basic
null
19
461
5
2022-02-06 15:21:39.155231
Poor
Yes
Monthly
Condo
1,435
1,197,448
50
Male
26,395
Single
3
PhD
Self-Employed
25.996483
Urban
Comprehensive
2
7
null
7
2021-01-05 15:21:39.134960
Good
Yes
Monthly
House
1,209
1,197,449
51
Female
120,961
Divorced
1
Bachelor's
Self-Employed
45.383416
Rural
Basic
2
0
406
2
2020-08-26 15:21:39.285112
Poor
Yes
Monthly
Apartment
471
1,197,450
63
Female
52,239
Divorced
1
PhD
Employed
21.383284
Urban
Basic
0
13
350
1
2021-09-27 15:21:39.134960
Average
Yes
Weekly
Condo
816
1,197,451
33
Male
6,928
Married
0
Master's
null
4.869257
Rural
Basic
1
13
471
2
2020-09-30 15:21:39.080440
Poor
No
Weekly
Apartment
515
1,197,452
46
Male
18,341
Single
3
High School
Unemployed
28.097826
Rural
Basic
0
7
null
2
2020-11-12 15:21:39.218388
Poor
Yes
Daily
Condo
649
1,197,453
21
Female
20,335
Divorced
0
High School
Self-Employed
null
Suburban
Basic
2
13
725
4
2019-08-19 15:21:39.223901
Good
Yes
Weekly
Apartment
3,246
1,197,454
53
Male
12,470
Divorced
4
Master's
Unemployed
50.895147
Suburban
Premium
null
1
781
5
2022-02-26 15:21:39.223901
Good
Yes
Weekly
House
2,845
1,197,455
34
Female
25,687
Married
3
PhD
Employed
22.771365
Rural
Comprehensive
null
19
null
2
2020-02-25 15:21:39.085129
Average
Yes
Monthly
Condo
1,071
1,197,456
63
Female
null
Married
null
Bachelor's
Unemployed
null
Suburban
Basic
null
7
350
9
2020-05-17 15:21:39.198406
Poor
Yes
Daily
Apartment
884
1,197,457
52
Female
44,257
Divorced
1
Bachelor's
Employed
37.826466
Urban
Basic
0
4
585
9
2022-09-15 15:21:39.226954
Average
No
Weekly
House
796
1,197,458
52
Female
10,143
Single
3
PhD
null
27.93381
Urban
Premium
0
2
null
7
2022-02-09 15:21:39.092127
Average
No
Rarely
Apartment
696
1,197,459
27
Female
64,890
Single
0
PhD
Unemployed
null
Urban
Premium
null
18
302
5
2022-05-05 15:21:39.236064
Average
Yes
Weekly
Condo
934
1,197,460
62
Female
3,614
Married
2
PhD
null
14.293004
Urban
Comprehensive
0
17
328
5
2021-12-27 15:21:39.204790
Poor
No
Daily
Condo
1,010
1,197,461
51
Male
null
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Premium
0
8
446
8
2022-01-05 15:21:39.168099
Good
Yes
Monthly
Apartment
719
1,197,462
30
Male
3,750
Married
1
Master's
Unemployed
36.064683
Rural
Premium
1
9
671
9
2021-02-18 15:21:39.257696
Average
No
Daily
Condo
3,626
1,197,463
20
Male
54,890
Divorced
0
Master's
Self-Employed
33.794869
Suburban
Premium
null
15
370
7
2022-05-25 15:21:39.233485
Poor
No
Weekly
Apartment
1,983
1,197,464
45
Male
120,113
Divorced
0
Bachelor's
Self-Employed
6.261638
Urban
Comprehensive
null
17
456
7
2024-08-03 15:21:39.082499
null
Yes
Monthly
House
1,596
1,197,465
41
Male
18,933
Single
0
Master's
null
35.927217
Urban
Premium
null
2
339
7
2021-12-23 15:21:39.148733
null
Yes
Rarely
Condo
1,848
1,197,466
49
Female
4,935
Single
0
PhD
Unemployed
31.522966
Urban
Comprehensive
null
14
748
3
2023-11-10 15:21:39.190215
Poor
No
Weekly
Condo
2,373
1,197,467
61
Male
12,932
Married
2
High School
null
24.829484
Urban
Basic
1
1
561
3
2020-10-05 15:21:39.093681
Good
Yes
Monthly
Apartment
661
1,197,468
25
Female
52,781
Single
3
Bachelor's
Self-Employed
25.148834
Suburban
Premium
3
16
null
3
2024-07-31 15:21:39.226954
Poor
No
Weekly
House
2,391
1,197,469
21
Male
3,523
Divorced
3
Master's
null
9.137711
Rural
Basic
2
1
784
2
2020-07-14 15:21:39.222387
Average
Yes
Monthly
Condo
688
1,197,470
53
Male
36,758
Divorced
0
High School
Employed
28.154065
Rural
Premium
null
6
810
4
2020-09-17 15:21:39.096739
Average
Yes
Weekly
Apartment
635
1,197,471
28
Female
32,622
Married
null
Bachelor's
null
13.766103
Suburban
Comprehensive
0
19
722
9
2023-04-14 15:21:39.237118
Poor
Yes
Weekly
House
2,145
1,197,472
56
Male
43,771
Single
3
High School
Employed
29.444828
Rural
Premium
null
14
null
7
2019-10-08 15:21:39.111551
Average
No
Weekly
Apartment
919
1,197,473
38
Female
44,604
Divorced
1
Bachelor's
Self-Employed
30.912845
Suburban
Premium
1
9
827
4
2021-11-09 15:21:39.154008
Good
Yes
Daily
Apartment
675
1,197,474
53
Female
20,679
null
0
PhD
Employed
8.385853
Urban
Premium
0
5
307
9
2022-09-08 15:21:39.270454
null
No
Monthly
Apartment
1,365
1,197,475
47
Male
20,423
Divorced
2
Master's
null
12.242043
Suburban
Comprehensive
0
11
772
9
2020-05-11 15:21:39.094752
Average
Yes
Monthly
Condo
1,856
1,197,476
24
Male
57,914
Married
3
Master's
null
27.616968
Urban
Premium
0
12
422
9
2023-03-16 15:21:39.155231
Poor
No
Weekly
House
287
1,197,477
48
Female
8,881
Single
0
Bachelor's
null
17.297082
Suburban
Basic
1
15
null
4
2022-04-11 15:21:39.123711
Average
No
Daily
Condo
1,169
1,197,478
41
Female
58,311
Married
null
Bachelor's
Employed
17.85841
Suburban
Comprehensive
null
15
435
6
2024-03-09 15:21:39.237118
Poor
Yes
Weekly
Condo
262
1,197,479
61
Male
27,358
Married
1
PhD
null
25.716254
Rural
Comprehensive
0
12
null
1
2023-04-21 15:21:39.171102
Average
No
Daily
Apartment
2,497
1,197,480
63
Female
18,368
Married
0
High School
Unemployed
22.397978
Urban
Comprehensive
0
1
783
5
2023-09-28 15:21:39.192212
Poor
No
Rarely
Apartment
817
1,197,481
33
Male
20,406
Married
null
High School
null
33.886205
Suburban
Basic
null
17
788
2
2022-05-30 15:21:39.189223
Average
Yes
Weekly
Apartment
238
1,197,482
64
Female
23,983
Divorced
1
Bachelor's
null
24.472626
Urban
Comprehensive
2
2
551
2
2024-04-15 15:21:39.147735
Poor
No
Weekly
Condo
691
1,197,483
30
Female
10,231
Married
0
PhD
null
24.660711
Rural
Premium
null
10
731
9
2020-01-26 15:21:39.094752
Good
Yes
Rarely
House
1,800
1,197,484
58
Female
17,096
Single
3
PhD
null
29.619513
Suburban
Premium
1
3
622
4
2022-03-13 15:21:39.155231
Good
No
Daily
Apartment
523
1,197,485
18
Male
57,987
Divorced
0
Master's
Self-Employed
53.714854
Rural
Comprehensive
null
16
742
6
2020-06-07 15:21:39.146733
Good
No
Weekly
Condo
1,114
1,197,486
34
Male
78,833
Married
3
PhD
null
9.143615
Suburban
Premium
0
8
599
5
2023-08-19 15:21:39.197445
Average
No
Monthly
House
349
1,197,487
28
Male
226
Single
null
PhD
Unemployed
35.981356
Rural
Basic
2
3
null
6
2021-07-10 15:21:39.155231
Average
Yes
Daily
Condo
609
1,197,488
54
Male
20,984
Divorced
1
High School
Unemployed
12.844156
Suburban
Comprehensive
null
11
791
5
2020-07-14 15:21:39.237118
Poor
No
Weekly
Condo
821
1,197,489
52
Male
9,910
Divorced
4
High School
null
38.869365
Rural
Premium
3
11
482
6
2020-08-30 15:21:39.244069
Average
Yes
Monthly
House
1,444
1,197,490
26
Female
147,743
Divorced
3
PhD
null
19.796552
Rural
Premium
3
11
413
9
2022-06-03 15:21:39.237118
Good
No
Weekly
Apartment
691
1,197,491
29
Female
22,272
Married
3
Bachelor's
Employed
20.661571
Suburban
Comprehensive
null
11
667
2
2024-08-14 15:21:39.134960
Average
No
Daily
House
372
1,197,492
37
Female
114,852
Married
1
Master's
Employed
12.879149
Urban
Basic
1
8
311
1
2019-10-11 15:21:39.255696
Average
Yes
Weekly
House
848
1,197,493
60
Male
101,764
Married
1
PhD
Employed
28.764128
Rural
Comprehensive
null
6
670
4
2019-08-27 15:21:39.237118
Good
Yes
Rarely
House
2,391
1,197,494
30
Male
29,894
Married
4
Master's
Employed
19.039107
Rural
Premium
1
18
449
8
2020-05-21 15:21:39.134960
Average
No
Weekly
House
1,733
1,197,495
39
Female
28,894
Married
3
High School
Employed
19.638342
Suburban
Basic
null
1
564
4
2020-10-18 15:21:39.155231
Good
Yes
Weekly
Apartment
1,269
1,197,496
48
Female
20,861
Single
3
Bachelor's
Employed
38.984041
Suburban
Basic
0
19
348
9
2023-12-06 15:21:39.130190
Average
No
Daily
House
1,665
1,197,497
51
Male
67,719
Divorced
0
PhD
Self-Employed
34.283665
Urban
Premium
2
10
711
5
2020-12-05 15:21:39.235012
Average
No
Weekly
House
397
1,197,498
50
Female
6,857
Divorced
1
Bachelor's
Employed
16.31733
Urban
Basic
0
15
438
3
2023-01-14 15:21:39.204790
Good
Yes
Monthly
Condo
605
1,197,499
64
Male
8,791
Married
4
High School
Employed
18.843645
Suburban
Comprehensive
1
17
478
3
2022-06-25 15:21:39.079128
Good
Yes
Monthly
House
1,172