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
1,182,400
63
Male
2,673
Single
2
High School
Unemployed
10.474988
Suburban
Comprehensive
null
13
481
5
2024-01-16 15:21:39.130190
Poor
No
Rarely
Apartment
1,032
1,182,401
21
Male
18,300
Single
4
PhD
null
null
Urban
Premium
0
6
526
7
2023-02-18 15:21:39.172097
Average
No
Monthly
Condo
616
1,182,402
29
Female
6,973
Married
2
Master's
Employed
6.89194
Urban
Premium
null
4
566
4
2022-07-26 15:21:39.149731
Good
No
Rarely
Condo
641
1,182,403
46
Male
135,046
Married
0
Master's
Employed
16.635465
Rural
Comprehensive
2
18
634
8
2020-09-19 15:21:39.084065
null
No
Monthly
House
1,022
1,182,404
29
Female
2,766
Divorced
1
Master's
Self-Employed
30.296524
Urban
Basic
null
18
840
2
2023-08-21 15:21:39.288099
null
Yes
Weekly
Condo
479
1,182,405
56
Female
null
Married
3
High School
Self-Employed
null
Suburban
Comprehensive
3
8
597
4
2021-04-29 15:21:39.155231
Average
No
Monthly
Apartment
1,381
1,182,406
19
Female
43,777
Single
0
PhD
Employed
15.92623
Rural
Premium
2
1
575
9
2021-09-22 15:21:39.222387
Poor
Yes
Monthly
Condo
759
1,182,407
58
Female
17,093
Divorced
0
High School
Unemployed
36.698612
Rural
Comprehensive
0
17
621
3
2020-12-23 15:21:39.175719
Good
No
Daily
Apartment
632
1,182,408
54
Male
22,035
Married
2
Bachelor's
null
45.62373
Suburban
Premium
0
2
610
6
2022-09-17 15:21:39.105504
Good
Yes
Weekly
House
515
1,182,409
32
Male
3,142
Married
4
Master's
Self-Employed
42.027839
Urban
Premium
3
18
690
6
2022-04-24 15:21:39.265513
Poor
Yes
Weekly
House
463
1,182,410
50
Female
67,966
Divorced
4
Bachelor's
Employed
38.928721
Suburban
Premium
1
0
486
9
2022-09-29 15:21:39.087123
null
Yes
Daily
Apartment
1,207
1,182,411
39
Male
99,869
Married
2
Bachelor's
Unemployed
14.41982
Urban
Basic
1
19
382
7
2022-08-11 15:21:39.134960
Poor
No
Weekly
Condo
798
1,182,412
49
Female
2,970
Married
2
Master's
Unemployed
25.142537
Urban
Comprehensive
0
2
null
4
2022-08-19 15:21:39.232526
null
No
Rarely
House
1,867
1,182,413
24
Female
42,150
Divorced
4
PhD
null
32.8165
Rural
Basic
null
4
652
6
2022-11-18 15:21:39.133866
Poor
No
Weekly
House
431
1,182,414
57
Male
15,761
Married
4
Master's
Unemployed
40.878107
Rural
Basic
2
17
711
3
2019-12-29 15:21:39.087123
Poor
No
Rarely
Apartment
709
1,182,415
49
Female
122,221
Single
3
Bachelor's
Unemployed
22.907865
Rural
Basic
null
18
505
1
2023-03-21 15:21:39.281787
Good
No
Weekly
House
221
1,182,416
39
Female
1,311
Married
2
High School
null
25.67168
Rural
Premium
2
10
767
5
2024-08-04 15:21:39.274993
Good
Yes
Monthly
Condo
619
1,182,417
33
Male
10,613
Single
1
PhD
Self-Employed
36.803369
Rural
Comprehensive
4
14
null
7
2022-01-06 15:21:39.134960
null
No
Rarely
Condo
492
1,182,418
39
Female
96,550
Single
1
High School
Unemployed
39.708925
Rural
Comprehensive
0
3
765
9
2022-04-17 15:21:39.289099
Average
Yes
Monthly
Apartment
112
1,182,419
23
Male
55,475
Divorced
1
Bachelor's
Unemployed
18.646961
Urban
Basic
0
1
464
1
2022-10-02 15:21:39.254678
Poor
Yes
Daily
Condo
397
1,182,420
27
Female
38,008
Single
null
Bachelor's
Unemployed
50.384323
Rural
Comprehensive
1
14
438
6
2023-01-06 15:21:39.249100
Average
No
Rarely
House
596
1,182,421
60
Male
17,056
Married
4
Bachelor's
Employed
36.793218
Rural
Premium
1
11
null
4
2022-08-29 15:21:39.245086
Good
No
Daily
Apartment
45
1,182,422
50
Female
27,891
Single
null
Master's
Unemployed
15.501076
Suburban
Premium
3
15
517
5
2022-06-04 15:21:39.134960
Average
No
Weekly
House
674
1,182,423
55
Male
43,431
Divorced
0
PhD
null
36.751822
Urban
Premium
1
1
602
3
2024-07-04 15:21:39.261856
null
Yes
Weekly
Condo
1,494
1,182,424
19
Female
35,682
Single
3
Master's
Employed
44.147716
Rural
Basic
0
0
519
6
2022-05-22 15:21:39.188220
Poor
No
Monthly
Apartment
1,466
1,182,425
42
Female
43,847
Married
1
Master's
Unemployed
7.012127
Urban
Comprehensive
1
11
null
4
2020-11-17 15:21:39.124659
Poor
Yes
Weekly
Apartment
45
1,182,426
40
Male
16,996
Single
4
Master's
Self-Employed
32.50488
Rural
Comprehensive
2
19
753
8
2021-01-17 15:21:39.080440
null
Yes
Monthly
Condo
1,325
1,182,427
58
Female
38,782
Married
3
Bachelor's
Unemployed
37.564483
Rural
Comprehensive
1
1
null
6
2023-05-23 15:21:39.155231
Average
No
Monthly
House
724
1,182,428
55
Female
29,863
Married
0
High School
Self-Employed
15.533922
Rural
Basic
null
14
757
4
2022-07-06 15:21:39.205850
Average
No
Daily
House
2,803
1,182,429
58
Female
14,094
Married
null
Master's
Employed
5.144775
Urban
Premium
1
7
642
5
2022-03-13 15:21:39.125660
Good
Yes
Weekly
Apartment
466
1,182,430
54
Male
1,688
Divorced
4
Master's
null
46.189035
Suburban
Premium
3
14
665
4
2023-12-12 15:21:39.221386
Good
No
Weekly
House
2,315
1,182,431
58
Female
63,607
Single
2
High School
Unemployed
47.880061
Suburban
Premium
3
19
null
1
2024-02-23 15:21:39.202448
null
Yes
Rarely
Condo
63
1,182,432
63
Female
71,811
Single
0
High School
Unemployed
18.826607
Rural
Basic
2
1
508
8
2021-12-10 15:21:39.237118
null
Yes
Weekly
House
1,364
1,182,433
33
Male
15,774
Married
2
Bachelor's
Self-Employed
16.351217
Suburban
Premium
0
7
746
4
2023-08-09 15:21:39.168099
Average
No
Rarely
Apartment
1,023
1,182,434
55
Female
18,795
Married
4
Master's
Unemployed
17.486698
Rural
Premium
1
0
713
6
2022-10-09 15:21:39.091080
Good
Yes
Weekly
House
2,473
1,182,435
25
Female
35,994
Single
1
PhD
null
17.839598
Rural
Premium
1
0
428
7
2020-01-23 15:21:39.146733
Poor
No
Weekly
Apartment
795
1,182,436
47
Female
128,410
Divorced
1
PhD
Employed
34.281705
Suburban
Comprehensive
1
17
452
9
2024-07-11 15:21:39.113566
null
Yes
Rarely
Apartment
2,271
1,182,437
34
Female
54,920
Married
0
High School
Self-Employed
12.746337
Rural
Premium
0
1
481
8
2020-10-18 15:21:39.274993
null
Yes
Daily
House
2,792
1,182,438
35
Female
3,223
Married
0
High School
Unemployed
29.052457
Suburban
Comprehensive
2
8
538
2
2019-10-18 15:21:39.081504
Poor
Yes
Daily
Apartment
661
1,182,439
56
Male
94,952
Single
4
PhD
Unemployed
32.802535
Rural
Premium
0
2
489
6
2023-03-21 15:21:39.186212
null
Yes
Monthly
Apartment
1,872
1,182,440
25
Male
42,390
Married
4
PhD
null
28.897906
Urban
Basic
1
2
471
9
2023-07-25 15:21:39.265513
Average
No
Daily
Condo
449
1,182,441
43
Female
2,889
Single
0
PhD
Employed
10.195972
Suburban
Premium
null
14
828
6
2023-07-25 15:21:39.092127
Average
Yes
Daily
House
2,291
1,182,442
30
Male
11,513
Married
1
Bachelor's
Unemployed
31.374619
Urban
Basic
0
18
573
7
2024-05-02 15:21:39.175719
Average
Yes
Weekly
Condo
498
1,182,443
46
Female
125,742
Single
3
Master's
Self-Employed
51.052231
Rural
Comprehensive
2
19
null
6
2021-12-04 15:21:39.126661
Poor
No
Daily
House
1,106
1,182,444
62
Female
9,056
Divorced
2
High School
Self-Employed
10.848659
Rural
Premium
null
18
574
9
2020-04-25 15:21:39.134960
Good
No
Monthly
Apartment
1,583
1,182,445
42
Male
26,625
Single
1
High School
Employed
23.59598
Rural
Basic
0
4
666
5
2020-11-13 15:21:39.129190
Poor
Yes
Monthly
Apartment
1,303
1,182,446
33
Female
58,980
Married
4
Master's
Self-Employed
51.807006
Rural
Comprehensive
0
6
377
6
2022-11-17 15:21:39.134960
Good
Yes
Monthly
Apartment
1,733
1,182,447
52
Female
2,558
Married
3
PhD
Employed
51.166766
Rural
Basic
3
5
null
5
2024-01-04 15:21:39.168099
Average
No
Weekly
House
2,183
1,182,448
18
Female
71,597
Married
0
High School
null
44.890815
Suburban
Comprehensive
1
5
370
2
2023-04-22 15:21:39.126661
Good
Yes
Weekly
House
1,052
1,182,449
46
Male
10,025
Married
1
PhD
Self-Employed
25.811195
Rural
Premium
null
11
682
5
2020-07-13 15:21:39.175719
Average
Yes
Rarely
Apartment
1,170
1,182,450
64
Male
65,153
Married
2
Bachelor's
Unemployed
40.811592
Urban
Comprehensive
0
17
450
1
2022-01-19 15:21:39.148733
Average
Yes
Daily
Condo
678
1,182,451
19
Male
25,309
Single
4
High School
null
6.339867
Urban
Comprehensive
1
8
826
9
2020-08-12 15:21:39.209847
Good
Yes
Weekly
Apartment
729
1,182,452
53
Male
3,842
Single
4
PhD
Employed
37.87939
Urban
Comprehensive
null
12
799
4
2019-09-18 15:21:39.228521
Poor
No
Rarely
Condo
2,208
1,182,453
22
Female
26,863
Divorced
1
High School
Employed
null
Rural
Basic
null
19
646
6
2022-08-12 15:21:39.122134
Poor
Yes
Rarely
Apartment
449
1,182,454
64
Female
43,969
Divorced
2
Master's
Employed
17.619751
Suburban
Basic
null
9
546
8
2019-10-04 15:21:39.097737
Average
Yes
Rarely
Condo
809
1,182,455
32
Male
20,805
Married
2
Master's
Self-Employed
35.948131
Rural
Comprehensive
1
0
661
7
2024-02-15 15:21:39.267454
Average
No
Daily
House
1,484
1,182,456
28
Male
18,649
Single
2
Master's
Self-Employed
19.971659
Urban
Basic
3
3
577
6
2019-09-22 15:21:39.116179
Good
Yes
Rarely
House
20
1,182,457
47
Female
35,705
Divorced
4
High School
Employed
8.56864
Urban
Basic
0
3
680
5
2024-01-31 15:21:39.106582
Poor
Yes
Monthly
House
194
1,182,458
32
Male
61,894
Married
null
High School
Unemployed
40.564632
Suburban
Premium
null
0
747
2
2023-03-09 15:21:39.134960
Poor
No
Weekly
Condo
371
1,182,459
49
Female
8,861
Divorced
0
High School
Self-Employed
8.907686
Suburban
Comprehensive
null
14
581
7
2019-12-28 15:21:39.222387
Good
No
Weekly
Apartment
1,598
1,182,460
58
Male
23,401
Married
2
High School
null
23.680185
Urban
Comprehensive
1
18
null
3
2024-06-09 15:21:39.155231
Poor
Yes
Monthly
House
664
1,182,461
24
Male
5,813
Married
2
PhD
null
32.695922
Urban
Basic
null
11
797
2
2022-11-06 15:21:39.194829
Average
No
Daily
Apartment
1,762
1,182,462
27
Male
null
null
1
High School
null
22.835119
Suburban
Basic
null
11
632
5
2020-04-05 15:21:39.213373
Good
Yes
Monthly
House
141
1,182,463
60
Male
18,296
Divorced
4
Bachelor's
Unemployed
null
Suburban
Basic
1
13
790
8
2021-08-14 15:21:39.189223
Poor
No
Weekly
Condo
1,727
1,182,464
45
Male
5,871
Divorced
null
Bachelor's
Unemployed
3.643526
Urban
Premium
0
6
472
5
2023-11-08 15:21:39.134960
Poor
Yes
Daily
House
977
1,182,465
48
Male
22,690
Divorced
3
Master's
Employed
12.450094
Rural
Comprehensive
0
9
589
1
2023-01-14 15:21:39.134960
Good
Yes
Weekly
Apartment
808
1,182,466
62
Male
5,346
Married
4
PhD
Unemployed
29.236671
Suburban
Comprehensive
null
4
723
3
2024-05-12 15:21:39.126661
Good
No
Rarely
Condo
101
1,182,467
28
Male
9,786
Married
null
Master's
null
33.759862
Rural
Premium
2
19
469
9
2023-10-23 15:21:39.253660
Poor
No
Monthly
House
1,155
1,182,468
39
Female
12,084
Married
1
PhD
Self-Employed
47.827181
Urban
Comprehensive
0
17
542
9
2019-10-14 15:21:39.274993
Average
Yes
Weekly
House
1,189
1,182,469
31
Male
null
Single
1
PhD
Unemployed
23.157465
Urban
Premium
2
11
799
6
2020-07-03 15:21:39.155231
Good
No
Weekly
House
2,624
1,182,470
36
Male
11,764
Married
1
Master's
null
41.630619
Rural
Comprehensive
2
11
495
4
2019-10-29 15:21:39.172097
Good
No
Monthly
House
3,348
1,182,471
55
Male
3,246
Single
1
Master's
null
40.351489
Suburban
Premium
null
5
316
1
2020-01-16 15:21:39.205850
Good
No
Weekly
Condo
665
1,182,472
34
Male
123,640
Single
2
PhD
null
20.824625
Rural
Premium
null
19
649
9
2022-03-28 15:21:39.131192
Good
No
Daily
House
164
1,182,473
29
Male
23,952
Single
2
Bachelor's
null
12.956725
Rural
Basic
0
11
null
5
2020-10-30 15:21:39.237118
Poor
Yes
Monthly
House
1,247
1,182,474
43
Female
30,253
Single
4
High School
Unemployed
16.939102
Urban
Basic
1
1
757
1
2021-07-24 15:21:39.180553
Poor
Yes
Monthly
Apartment
842
1,182,475
18
Female
63,727
Married
4
Master's
Employed
26.138934
Rural
Comprehensive
null
12
427
2
2021-04-21 15:21:39.155231
Poor
No
Daily
Condo
693
1,182,476
51
Female
45,975
Divorced
null
PhD
Employed
15.332751
Rural
Comprehensive
0
15
749
6
2020-10-03 15:21:39.194829
Good
Yes
Daily
Condo
1,228
1,182,477
62
Male
43,841
Single
1
PhD
Self-Employed
28.177568
Suburban
Comprehensive
1
9
773
2
2023-10-05 15:21:39.209847
Average
Yes
Daily
House
903
1,182,478
22
Male
43,813
Divorced
null
Master's
Self-Employed
36.045948
Rural
Comprehensive
1
0
677
1
2021-07-28 15:21:39.171102
Poor
No
Daily
Condo
642
1,182,479
59
Female
19,883
Divorced
3
High School
Unemployed
10.284449
Urban
Basic
null
7
510
5
2021-07-20 15:21:39.192212
Average
No
Daily
House
264
1,182,480
32
Male
29,598
Single
2
Bachelor's
null
13.518854
Urban
Comprehensive
1
15
579
6
2021-08-16 15:21:39.274993
Poor
Yes
Rarely
Condo
1,622
1,182,481
62
Male
6,501
Divorced
1
Bachelor's
Unemployed
37.843129
Suburban
Comprehensive
null
14
558
8
2023-08-25 15:21:39.087123
null
Yes
Daily
House
22
1,182,482
45
Male
259
Single
1
PhD
Self-Employed
25.773158
Suburban
Comprehensive
1
15
484
2
2021-08-15 15:21:39.177724
Average
No
Monthly
House
259
1,182,483
28
Male
45,001
Single
1
Master's
Employed
9.869862
Suburban
Basic
0
18
710
6
2021-05-16 15:21:39.204790
Good
No
Rarely
House
551
1,182,484
53
Female
20,683
Divorced
2
Master's
null
17.096169
Urban
Premium
1
8
null
6
2024-04-05 15:21:39.252145
Poor
Yes
Monthly
Condo
1,581
1,182,485
48
Female
89,853
Married
null
High School
Self-Employed
23.92377
Suburban
Premium
null
12
439
3
2022-08-24 15:21:39.155231
Poor
Yes
Daily
Apartment
1,616
1,182,486
58
Female
45,901
Divorced
0
Master's
Self-Employed
36.737808
Suburban
Premium
0
13
466
1
2022-09-14 15:21:39.237118
Poor
Yes
Weekly
House
1,709
1,182,487
37
Male
38,298
Married
3
High School
Self-Employed
34.077579
Urban
Premium
1
14
null
4
2021-10-07 15:21:39.121169
Poor
No
Weekly
Apartment
391
1,182,488
42
Male
30,988
Married
0
Master's
Employed
18.813282
Suburban
Premium
3
14
813
5
2020-04-12 15:21:39.184157
Average
Yes
Monthly
Apartment
292
1,182,489
53
Female
32,009
Married
3
PhD
Self-Employed
39.638433
Urban
Premium
1
8
null
5
2019-08-31 15:21:39.169102
Average
Yes
Rarely
House
107
1,182,490
50
Female
12,892
null
3
Master's
Self-Employed
37.097611
Rural
Premium
1
6
695
3
2020-09-16 15:21:39.190215
Good
No
Daily
Condo
1,539
1,182,491
44
Female
11,230
Married
1
Master's
Employed
32.876338
Rural
Comprehensive
0
3
542
4
2022-05-25 15:21:39.237118
Average
No
Weekly
House
975
1,182,492
55
Male
40,981
Married
4
Bachelor's
Employed
8.67369
Suburban
Premium
0
14
595
4
2021-06-10 15:21:39.261856
Poor
No
Weekly
Apartment
975
1,182,493
41
Male
75,548
Divorced
3
PhD
Self-Employed
25.991569
Urban
Comprehensive
0
13
645
3
2024-06-05 15:21:39.226954
Good
No
Daily
Condo
48
1,182,494
48
Female
4,894
Married
1
PhD
null
3.484631
Rural
Comprehensive
1
7
683
9
2021-03-04 15:21:39.251142
Poor
Yes
Daily
Condo
98
1,182,495
30
Female
11,862
Married
3
Master's
Self-Employed
22.237948
Suburban
Basic
2
12
753
8
2023-10-22 15:21:39.272456
Good
No
Rarely
House
305
1,182,496
45
Male
1,788
Divorced
0
High School
null
27.823344
Rural
Comprehensive
2
2
757
7
2022-07-05 15:21:39.091080
Good
Yes
Weekly
Condo
519
1,182,497
39
Female
66,638
Single
0
Master's
null
16.890591
Suburban
Comprehensive
2
19
621
6
2022-02-16 15:21:39.177724
Good
No
Weekly
Apartment
389
1,182,498
30
Male
16,862
Single
1
High School
Employed
16.482706
Urban
Premium
1
1
547
5
2020-03-31 15:21:39.081504
Poor
No
Monthly
Apartment
558
1,182,499
62
Female
14,096
Married
4
Bachelor's
null
10.757975
Rural
Basic
0
19
602
4
2021-02-23 15:21:39.091080
Average
No
Rarely
Condo
646