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
46,400
20
Male
101,619
Divorced
2
Bachelor's
Unemployed
20.07807
Suburban
Comprehensive
1
15
421
7
2024-07-09 15:21:39.106582
Poor
Yes
Daily
Apartment
2,543
46,401
18
Male
66,596
Married
3
High School
null
37.948445
Rural
Premium
null
14
722
2
2019-12-20 15:21:39.209847
Good
No
Weekly
Condo
224
46,402
39
Male
22,402
Divorced
0
Bachelor's
null
5.570076
Urban
Basic
1
1
603
4
2022-01-15 15:21:39.283783
Average
No
Monthly
Condo
320
46,403
20
Male
988
Divorced
1
High School
Self-Employed
48.715572
Urban
Comprehensive
0
5
685
9
2019-09-26 15:21:39.134960
Poor
No
Weekly
Condo
1,314
46,404
34
Male
40,597
Divorced
2
Bachelor's
null
8.03826
Rural
Comprehensive
4
0
389
8
2023-06-30 15:21:39.213373
Average
No
Weekly
Apartment
935
46,405
62
Male
44,625
Married
0
High School
null
42.052589
Urban
Basic
0
16
567
2
2021-07-18 15:21:39.155231
Average
Yes
Weekly
House
1,938
46,406
35
Female
1,561
Divorced
1
Master's
null
8.448869
Rural
Premium
0
9
843
8
2019-09-01 15:21:39.132191
Average
No
Rarely
Apartment
2,049
46,407
38
Male
28,292
Divorced
null
Master's
null
7.612625
Urban
Premium
2
17
null
4
2022-09-20 15:21:39.089116
Poor
Yes
Weekly
Apartment
131
46,408
31
Female
83,492
Married
1
Bachelor's
Unemployed
51.456855
Suburban
Premium
1
13
549
8
2023-07-24 15:21:39.134960
Poor
No
Monthly
Apartment
703
46,409
27
Female
21,669
Divorced
4
PhD
Unemployed
28.673151
Urban
Comprehensive
0
16
775
1
2023-09-06 15:21:39.097737
Poor
No
Weekly
House
522
46,410
37
Female
6,091
Married
2
Master's
null
13.687749
Suburban
Comprehensive
null
16
723
1
2023-10-29 15:21:39.149731
Poor
No
Weekly
House
1,181
46,411
35
Male
43,470
Single
0
Master's
Unemployed
36.912359
Urban
Comprehensive
0
1
520
3
2024-08-06 15:21:39.111551
Poor
No
Monthly
House
1,355
46,412
54
Male
6,892
Single
1
High School
Employed
4.319713
Rural
Comprehensive
0
12
657
8
2021-11-06 15:21:39.250151
Poor
No
Daily
House
1,623
46,413
56
Female
62,985
Married
null
PhD
Unemployed
25.130104
Urban
Basic
4
12
483
5
2022-01-08 15:21:39.278402
Poor
No
Monthly
Apartment
1,004
46,414
21
Female
23,470
Single
1
PhD
Employed
49.133811
Rural
Basic
0
4
659
7
2023-05-04 15:21:39.131192
Poor
Yes
Monthly
Condo
26
46,415
31
Male
25,154
Divorced
null
Bachelor's
null
28.99445
Urban
Premium
0
6
554
9
2022-03-28 15:21:39.155231
Good
Yes
Rarely
House
1,403
46,416
47
Male
8,366
Single
0
Master's
Employed
48.166779
Suburban
Comprehensive
3
2
461
9
2022-12-31 15:21:39.097737
Poor
No
Rarely
House
177
46,417
37
Female
117,561
Single
3
Bachelor's
Unemployed
29.906376
Urban
Comprehensive
1
5
488
7
2021-03-27 15:21:39.237118
Good
No
Weekly
House
2,750
46,418
53
Male
7,991
Single
3
Bachelor's
Self-Employed
null
Urban
Basic
null
10
393
5
2021-07-30 15:21:39.237118
Good
No
Monthly
Condo
605
46,419
38
Male
24,224
Single
2
Bachelor's
Self-Employed
null
Suburban
Premium
null
17
647
6
2021-07-25 15:21:39.134960
Poor
Yes
Daily
Apartment
2,473
46,420
60
Male
81,379
Divorced
4
High School
Employed
32.095569
Rural
Basic
null
12
393
8
2022-03-28 15:21:39.190215
Poor
No
Monthly
House
942
46,421
39
Male
1,150
Single
null
PhD
Employed
4.272645
Rural
Comprehensive
null
14
510
5
2022-09-01 15:21:39.155231
Average
Yes
Rarely
House
1,022
46,422
25
Male
29,190
Divorced
3
Master's
Employed
37.638231
Suburban
Comprehensive
null
10
522
1
2021-02-16 15:21:39.274993
Poor
No
Daily
Condo
1,358
46,423
56
Male
6,071
Divorced
1
Bachelor's
null
29.231841
Suburban
Premium
null
12
486
5
2023-03-04 15:21:39.172097
Poor
Yes
Daily
Apartment
680
46,424
42
Female
14,861
Single
1
PhD
Employed
36.903126
Urban
Basic
1
0
667
1
2022-05-01 15:21:39.235012
Good
Yes
Monthly
House
1,270
46,425
21
Male
39,006
Divorced
0
Bachelor's
Employed
35.619504
Suburban
Comprehensive
null
3
438
4
2021-01-09 15:21:39.223901
Average
No
Weekly
Condo
63
46,426
33
Male
544
Single
null
High School
Employed
8.486814
Rural
Basic
1
13
484
1
2021-05-05 15:21:39.185215
Good
No
Weekly
House
1,167
46,427
63
Female
2,819
Married
0
PhD
Employed
26.71547
Rural
Comprehensive
null
15
478
6
2020-03-01 15:21:39.267454
Poor
No
Monthly
Apartment
20
46,428
25
Female
8,098
Married
4
Bachelor's
Employed
14.823603
Urban
Comprehensive
1
13
718
4
2024-01-25 15:21:39.092127
Good
No
Monthly
Apartment
1,083
46,429
60
Female
69,540
Divorced
1
Bachelor's
Employed
27.939143
Urban
Premium
0
19
727
8
2020-10-06 15:21:39.134960
null
No
Monthly
Apartment
394
46,430
22
Female
101,772
Divorced
2
Bachelor's
Unemployed
24.624709
Urban
Premium
1
15
644
8
2022-07-05 15:21:39.155231
Average
Yes
Rarely
House
175
46,431
50
Female
67,736
Single
4
High School
Self-Employed
16.91496
Suburban
Premium
0
13
431
3
2021-11-02 15:21:39.145732
Average
Yes
Weekly
Apartment
828
46,432
31
Male
83,255
Married
2
Master's
Self-Employed
12.819837
Suburban
Comprehensive
0
9
597
5
2020-03-08 15:21:39.254678
Average
No
Monthly
House
83
46,433
42
Male
36,401
Single
3
High School
Employed
18.129847
Rural
Comprehensive
null
8
595
2
2023-12-03 15:21:39.148733
Average
No
Rarely
House
591
46,434
31
Female
33,254
Divorced
1
Bachelor's
null
26.416468
Suburban
Comprehensive
1
1
548
8
2024-06-10 15:21:39.155231
Average
Yes
Monthly
Apartment
565
46,435
44
Female
4,141
Married
4
High School
Self-Employed
25.243919
Urban
Basic
1
11
380
1
2021-11-11 15:21:39.290098
Average
Yes
Weekly
House
2,397
46,436
63
Female
48,909
Single
1
Master's
null
43.241234
Suburban
Basic
1
9
358
1
2020-09-10 15:21:39.280784
Poor
Yes
Weekly
Apartment
596
46,437
59
Female
3,698
Single
1
High School
Unemployed
34.172657
Suburban
Comprehensive
1
5
null
1
2020-09-01 15:21:39.286113
Poor
No
Monthly
House
2,146
46,438
45
Female
94,476
Divorced
0
Master's
Self-Employed
25.994789
Urban
Premium
0
14
686
4
2021-09-22 15:21:39.134960
Poor
No
Rarely
House
130
46,439
39
Male
10,099
Divorced
4
Master's
Self-Employed
45.736908
Suburban
Comprehensive
4
9
null
7
2020-12-04 15:21:39.237118
Average
Yes
Rarely
Condo
515
46,440
25
Male
6,879
Divorced
3
Bachelor's
Employed
40.907938
Urban
Basic
0
8
645
7
2021-11-03 15:21:39.172097
Good
Yes
Daily
Apartment
196
46,441
35
Male
23,590
Married
4
Bachelor's
Employed
30.362782
Suburban
Comprehensive
0
16
849
1
2021-10-05 15:21:39.172097
Average
Yes
Rarely
House
904
46,442
56
Female
47,208
Divorced
3
High School
Employed
49.570517
Suburban
Premium
0
14
537
4
2023-04-15 15:21:39.134960
Average
No
Weekly
Apartment
359
46,443
33
Male
27,283
Married
0
Master's
Self-Employed
26.285839
Rural
Basic
null
1
829
7
2019-09-20 15:21:39.129190
Good
Yes
Daily
Apartment
48
46,444
55
Male
17,227
Married
2
PhD
Unemployed
40.973644
Urban
Basic
3
4
709
9
2024-05-05 15:21:39.184157
Poor
No
Daily
House
1,604
46,445
18
Female
10,013
Divorced
3
Master's
Self-Employed
27.738702
Rural
Premium
null
9
null
7
2022-11-25 15:21:39.155231
Poor
Yes
Weekly
House
1,820
46,446
29
Male
40,252
Single
3
Bachelor's
Employed
40.616681
Rural
Comprehensive
null
6
308
4
2024-02-19 15:21:39.122134
Poor
No
Weekly
Condo
1,208
46,447
64
Male
70,468
Married
0
High School
Unemployed
12.914278
Suburban
Premium
1
14
456
4
2020-01-26 15:21:39.155231
Average
Yes
Rarely
Apartment
1,659
46,448
55
Male
null
Single
0
PhD
Employed
51.327746
Suburban
Premium
null
9
696
6
2024-02-17 15:21:39.283783
Poor
No
Weekly
Apartment
715
46,449
38
Male
49,868
Divorced
1
PhD
null
46.63301
Rural
Comprehensive
0
14
410
4
2021-07-04 15:21:39.185215
Average
No
Monthly
House
1,536
46,450
23
Male
29,102
Divorced
0
Master's
Employed
36.055427
Rural
Comprehensive
1
1
744
7
2021-06-11 15:21:39.155231
Average
Yes
Daily
Condo
744
46,451
39
Male
75,830
Single
3
Master's
Employed
19.817296
Rural
Basic
0
13
453
4
2022-12-14 15:21:39.134960
Good
No
Rarely
Condo
901
46,452
56
Female
7,865
Married
4
PhD
Employed
34.812335
Urban
Premium
1
18
736
6
2024-05-01 15:21:39.092127
Average
No
Weekly
Apartment
842
46,453
57
Male
90,208
Married
null
Master's
Employed
37.996947
Rural
Basic
2
8
552
3
2020-07-08 15:21:39.232526
Poor
Yes
Daily
Condo
2,811
46,454
26
Female
29,791
Divorced
4
PhD
Employed
15.013385
Rural
Basic
null
14
624
9
2022-06-06 15:21:39.146733
Poor
Yes
Rarely
Condo
672
46,455
46
Male
null
Married
4
PhD
Employed
15.727645
Rural
Premium
1
10
667
8
2022-08-06 15:21:39.274993
Good
No
Rarely
House
362
46,456
27
Male
26,567
Divorced
2
Master's
Employed
38.777936
Suburban
Basic
0
5
665
6
2019-11-07 15:21:39.219432
Good
Yes
Rarely
House
995
46,457
61
Female
6,526
Single
3
Master's
null
39.756665
Rural
Comprehensive
1
7
671
6
2023-10-06 15:21:39.130190
Good
Yes
Daily
Apartment
1,678
46,458
50
Female
45
Divorced
1
Master's
null
8.515438
Urban
Basic
0
3
502
7
2024-07-03 15:21:39.183598
Good
Yes
Monthly
Condo
735
46,459
34
Female
39,769
Single
2
High School
null
35.087496
Rural
Comprehensive
null
4
657
9
2023-06-15 15:21:39.191219
Poor
Yes
Monthly
Condo
870
46,460
59
Male
43,921
Married
1
High School
Unemployed
40.037496
Urban
Basic
null
15
null
4
2021-04-13 15:21:39.079128
Good
Yes
Monthly
Condo
767
46,461
29
Male
17,803
Single
4
Bachelor's
Self-Employed
null
Rural
Premium
2
1
831
5
2022-04-02 15:21:39.221386
Average
Yes
Daily
Apartment
1,046
46,462
47
Male
12,245
Married
2
Bachelor's
Self-Employed
30.834108
Rural
Basic
null
17
410
6
2023-08-29 15:21:39.217387
Good
Yes
Weekly
Apartment
1,282
46,463
43
Female
11,036
Divorced
0
Master's
Employed
14.8462
Rural
Premium
null
11
null
6
2023-12-18 15:21:39.237118
Average
No
Weekly
Condo
1,548
46,464
58
Male
46,381
Divorced
2
High School
null
20.527572
Rural
Comprehensive
null
11
479
3
2021-02-21 15:21:39.155231
Good
No
Weekly
Apartment
45
46,465
34
Female
1,486
Married
3
Bachelor's
Employed
13.41652
Rural
Comprehensive
0
16
null
9
2024-06-11 15:21:39.237118
Good
Yes
Daily
House
4,029
46,466
28
Female
60,572
Divorced
4
Master's
null
25.993945
Urban
Comprehensive
1
2
756
9
2021-01-17 15:21:39.236064
Poor
No
Rarely
Apartment
168
46,467
46
Male
9,451
Married
0
PhD
Employed
40.076927
Urban
Basic
1
14
369
5
2021-11-13 15:21:39.185215
Poor
Yes
Daily
Condo
2,190
46,468
58
Female
19,935
Married
1
Master's
Self-Employed
16.826531
Rural
Premium
2
15
578
6
2023-11-25 15:21:39.206847
null
No
Monthly
Apartment
2,349
46,469
25
Male
28,991
Divorced
0
Bachelor's
Employed
14.573836
Urban
Basic
0
0
797
2
2024-07-17 15:21:39.132191
Good
Yes
Monthly
Condo
1,009
46,470
32
Female
46,203
Married
1
PhD
Self-Employed
46.93878
Rural
Premium
0
1
708
5
2022-06-28 15:21:39.081504
Good
No
Rarely
Condo
36
46,471
28
Female
38,950
Single
0
Master's
null
22.294047
Suburban
Comprehensive
null
0
557
9
2021-12-11 15:21:39.254678
Good
Yes
Monthly
House
785
46,472
20
Male
32,031
Divorced
4
High School
Unemployed
14.393656
Suburban
Basic
3
1
592
7
2020-11-12 15:21:39.133866
Average
Yes
Weekly
Apartment
722
46,473
49
Male
3,680
Married
2
Master's
Employed
40.099265
Urban
Comprehensive
1
17
819
3
2021-07-24 15:21:39.222387
Poor
No
Daily
Apartment
2,769
46,474
40
Male
78,645
Single
0
Bachelor's
Unemployed
23.246078
Rural
Premium
1
4
442
5
2022-11-06 15:21:39.155231
Average
No
Rarely
Condo
2,639
46,475
38
Female
116,680
Divorced
0
PhD
null
null
Suburban
Premium
2
8
null
9
2019-12-29 15:21:39.237118
Good
No
Weekly
House
2,047
46,476
45
Male
18,692
Single
null
PhD
Self-Employed
29.897526
Rural
Basic
0
5
645
1
2023-08-29 15:21:39.132191
Poor
Yes
Monthly
Condo
1,619
46,477
27
Female
58,154
Married
2
PhD
null
16.07916
Suburban
Comprehensive
2
14
757
9
2024-01-31 15:21:39.194829
Poor
Yes
Daily
Condo
79
46,478
35
Female
18,317
Divorced
3
High School
Employed
11.710031
Suburban
Premium
null
13
484
4
2020-07-09 15:21:39.105504
Poor
Yes
Daily
House
1,117
46,479
27
Female
2,479
Divorced
1
High School
null
null
Rural
Comprehensive
1
16
795
9
2021-08-11 15:21:39.237118
Average
No
Monthly
Apartment
523
46,480
56
Male
26,028
Divorced
4
High School
Unemployed
19.823898
Rural
Comprehensive
null
10
685
3
2021-06-04 15:21:39.174719
Good
No
Daily
Apartment
1,927
46,481
56
Male
null
Divorced
1
Bachelor's
Employed
7.268068
Rural
Comprehensive
0
17
699
7
2023-10-25 15:21:39.211806
null
No
Daily
House
2,266
46,482
30
Female
null
Married
4
PhD
null
9.691686
Suburban
Premium
1
10
377
4
2023-08-18 15:21:39.134960
null
Yes
Daily
House
832
46,483
53
Male
26,625
Married
1
Bachelor's
null
50.566833
Urban
Comprehensive
null
0
848
1
2020-03-27 15:21:39.250151
Good
No
Daily
Apartment
2,452
46,484
31
Female
23,991
Divorced
2
PhD
Self-Employed
11.919409
Rural
Comprehensive
null
14
564
8
2023-08-07 15:21:39.146733
Average
Yes
Rarely
House
1,053
46,485
30
Female
66,866
Married
1
Bachelor's
Self-Employed
null
Suburban
Premium
1
12
372
1
2022-12-18 15:21:39.237118
Average
No
Daily
Apartment
1,232
46,486
30
Female
91,307
Single
4
High School
null
12.011314
Urban
Comprehensive
1
13
494
3
2020-12-27 15:21:39.237118
Average
No
Monthly
Apartment
2,473
46,487
61
Female
835
Divorced
3
PhD
Unemployed
38.086738
Rural
Basic
1
0
null
3
2024-07-23 15:21:39.134960
null
No
Monthly
Condo
1,528
46,488
26
Male
95,571
Married
2
High School
Employed
43.192011
Rural
Comprehensive
0
0
603
1
2019-09-07 15:21:39.126661
Average
Yes
Monthly
Condo
1,836
46,489
20
Female
43,814
Single
2
PhD
Self-Employed
14.837775
Rural
Basic
null
12
734
7
2022-11-16 15:21:39.132191
Average
Yes
Weekly
Apartment
903
46,490
54
Male
4,071
Married
4
Master's
null
49.151409
Suburban
Premium
4
14
642
5
2022-12-13 15:21:39.228521
Average
Yes
Rarely
Apartment
439
46,491
47
Male
46
Divorced
3
Master's
Unemployed
16.187056
Urban
Comprehensive
3
16
731
7
2019-09-03 15:21:39.246098
Good
No
Weekly
House
1,132
46,492
33
Female
null
Married
3
PhD
Employed
30.680119
Urban
Premium
2
7
431
6
2020-03-11 15:21:39.107553
Good
No
Weekly
House
837
46,493
null
Male
18,286
Divorced
0
Master's
Self-Employed
16.907392
Urban
Comprehensive
null
11
356
7
2020-11-10 15:21:39.155231
Poor
No
Rarely
Condo
571
46,494
41
Female
18,096
Divorced
3
Master's
Self-Employed
41.774992
Suburban
Premium
1
17
494
4
2022-01-03 15:21:39.265513
Poor
Yes
Weekly
House
1,554
46,495
30
Male
1,289
Divorced
3
Bachelor's
Self-Employed
29.030899
Suburban
Comprehensive
1
1
798
4
2021-12-03 15:21:39.134960
Poor
Yes
Weekly
House
2,856
46,496
31
Male
53,590
null
null
Master's
Unemployed
10.303518
Rural
Basic
null
4
434
5
2022-04-18 15:21:39.149731
Good
No
Monthly
Apartment
1,733
46,497
37
Male
22,796
Married
1
PhD
Self-Employed
23.758966
Rural
Premium
1
7
764
2
2023-06-28 15:21:39.181605
Average
No
Weekly
House
1,064
46,498
33
Male
7,865
Divorced
4
PhD
null
27.482567
Suburban
Comprehensive
null
11
829
1
2024-03-10 15:21:39.119168
Poor
Yes
Rarely
Apartment
1,499
46,499
60
Male
17,963
Single
0
High School
Employed
40.055841
Rural
Premium
2
13
695
8
2022-05-07 15:21:39.236064
Good
No
Rarely
Condo
647