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
1,161,400
33
Male
40,809
Single
3
PhD
Employed
null
Suburban
Comprehensive
0
2
657
9
2020-05-08 15:21:39.155231
Poor
Yes
Weekly
Condo
1,637
1,161,401
40
Male
43,493
Married
null
Master's
Unemployed
44.997031
Rural
Basic
0
12
534
8
2022-04-10 15:21:39.166062
Average
No
Monthly
House
1,472
1,161,402
32
Female
17,673
Divorced
2
PhD
Unemployed
null
Suburban
Comprehensive
null
3
432
7
2022-01-06 15:21:39.251142
Good
No
Weekly
Apartment
856
1,161,403
36
Female
6,098
Married
3
High School
Unemployed
19.869701
Urban
Comprehensive
0
3
607
3
2020-12-13 15:21:39.175719
Poor
Yes
Monthly
House
841
1,161,404
38
Male
27,126
Married
1
Master's
null
19.771846
Rural
Premium
1
18
null
3
2023-05-01 15:21:39.223901
Poor
No
Rarely
Apartment
1,686
1,161,405
44
Female
836
Single
2
Bachelor's
null
null
Urban
Premium
null
3
793
3
2023-08-13 15:21:39.226954
Average
No
Daily
Apartment
547
1,161,406
22
Female
6,916
Married
4
Master's
Employed
46.671705
Rural
Basic
0
0
482
4
2021-12-07 15:21:39.126661
Average
No
Rarely
Apartment
498
1,161,407
22
Male
4,099
Single
null
High School
null
44.15395
Urban
Premium
1
17
623
5
2019-12-01 15:21:39.187211
Poor
No
Weekly
Condo
517
1,161,408
64
Male
29,368
Single
3
PhD
null
35.590877
Suburban
Premium
0
17
646
7
2023-06-20 15:21:39.114118
Poor
Yes
Daily
House
485
1,161,409
37
Female
82,320
Divorced
3
High School
Employed
49.904264
Suburban
Premium
0
7
755
7
2023-06-16 15:21:39.289099
null
Yes
Monthly
Apartment
128
1,161,410
48
Female
113,989
Divorced
3
PhD
null
17.274072
Suburban
Comprehensive
null
7
443
1
2023-01-27 15:21:39.237118
Poor
No
Monthly
Condo
678
1,161,411
51
Female
13,020
Divorced
2
Master's
Employed
18.012357
Suburban
Premium
1
17
null
7
2021-09-19 15:21:39.237118
Poor
Yes
Daily
Apartment
1,078
1,161,412
18
Male
29,092
Divorced
1
PhD
null
8.141526
Suburban
Premium
null
16
481
9
2022-05-10 15:21:39.102694
Average
Yes
Daily
Condo
1,414
1,161,413
19
Male
25,166
Divorced
0
PhD
null
26.918799
Urban
Basic
0
6
null
8
2022-08-08 15:21:39.181605
Poor
Yes
Weekly
Apartment
2,627
1,161,414
46
Male
98,856
null
3
Master's
Unemployed
null
Suburban
Basic
0
6
603
6
2022-03-02 15:21:39.131192
Average
No
Rarely
Condo
1,641
1,161,415
23
Male
28,963
Married
2
Bachelor's
Self-Employed
45.444897
Rural
Comprehensive
null
18
753
9
2022-08-07 15:21:39.082499
Good
No
Monthly
Apartment
1,028
1,161,416
34
Male
7,897
Divorced
3
Master's
Self-Employed
16.882258
Urban
Comprehensive
1
14
672
4
2021-06-25 15:21:39.123711
Good
Yes
Monthly
House
481
1,161,417
18
Female
15,507
Married
null
Bachelor's
null
12.474675
Urban
Comprehensive
null
12
552
9
2023-09-30 15:21:39.151732
Average
No
Daily
Apartment
903
1,161,418
19
Female
64,626
Married
4
PhD
Unemployed
23.354768
Urban
Premium
3
4
365
9
2023-10-28 15:21:39.290098
Good
No
Rarely
Condo
2,028
1,161,419
48
Female
26,625
Married
0
High School
Self-Employed
46.891655
Urban
Basic
0
16
487
2
2024-04-09 15:21:39.088124
Average
Yes
Daily
House
2,736
1,161,420
42
Male
6,891
Single
0
High School
Self-Employed
46.152975
Urban
Premium
1
9
611
9
2020-08-05 15:21:39.121169
Poor
Yes
Rarely
House
1,186
1,161,421
61
Female
44,945
Divorced
4
Master's
Employed
18.557326
Suburban
Comprehensive
null
13
849
8
2024-02-24 15:21:39.155231
Poor
Yes
Rarely
Condo
1,090
1,161,422
45
Male
29,082
Single
1
Master's
null
12.442847
Suburban
Basic
0
12
301
1
2023-04-03 15:21:39.155231
Good
No
Rarely
House
812
1,161,423
44
Male
589
Single
2
Bachelor's
Self-Employed
22.965164
Rural
Comprehensive
2
6
null
4
2024-02-28 15:21:39.096739
Poor
Yes
Monthly
Apartment
488
1,161,424
63
Male
27,385
Married
3
Bachelor's
null
33.914562
Rural
Basic
null
15
639
4
2019-10-24 15:21:39.218388
Poor
Yes
Weekly
Condo
3,021
1,161,425
31
Male
38,662
Divorced
0
Master's
Self-Employed
28.59287
Rural
Comprehensive
1
0
566
4
2021-04-03 15:21:39.170099
Poor
No
Rarely
Condo
837
1,161,426
54
Female
45,626
Married
3
Master's
null
7.878188
Rural
Comprehensive
0
14
null
3
2020-10-23 15:21:39.098696
Good
No
Daily
Apartment
496
1,161,427
33
Female
28,862
Married
2
Master's
Self-Employed
31.67141
Rural
Basic
null
10
null
5
2022-02-03 15:21:39.192212
Poor
No
Monthly
Apartment
447
1,161,428
61
Female
29,879
Married
null
Master's
Self-Employed
12.276113
Rural
Premium
1
5
519
6
2023-09-27 15:21:39.193945
Good
No
Weekly
House
604
1,161,429
35
Male
24
Divorced
null
High School
Unemployed
7.49417
Rural
Basic
null
14
371
8
2024-04-25 15:21:39.166062
Average
No
Monthly
Apartment
2,558
1,161,430
61
Female
14,077
Divorced
1
PhD
Unemployed
17.723188
Rural
Basic
null
2
779
7
2020-10-19 15:21:39.155231
Average
Yes
Weekly
Condo
2,220
1,161,431
31
Male
5,907
Divorced
3
Bachelor's
Employed
24.751072
Rural
Comprehensive
4
7
null
6
2020-12-14 15:21:39.168099
Poor
Yes
Weekly
House
1,155
1,161,432
43
Female
17,140
Single
4
PhD
Unemployed
43.388521
Rural
Comprehensive
null
18
null
7
2024-01-23 15:21:39.253660
Good
No
Daily
Condo
1,012
1,161,433
44
Male
null
Divorced
1
Bachelor's
Unemployed
13.001225
Rural
Premium
null
0
373
5
2021-08-08 15:21:39.194829
Good
No
Monthly
House
2,855
1,161,434
48
Female
14,098
Single
2
High School
Self-Employed
35.827667
Rural
Comprehensive
1
15
694
4
2023-03-11 15:21:39.093681
Average
No
Monthly
Apartment
1,068
1,161,435
55
Male
147,921
Divorced
4
Bachelor's
null
31.78309
Rural
Comprehensive
2
11
507
2
2019-10-31 15:21:39.250151
Good
Yes
Monthly
House
882
1,161,436
54
Male
17,095
Married
null
PhD
null
40.959203
Suburban
Comprehensive
0
3
797
2
2021-08-27 15:21:39.202448
Good
No
Rarely
House
1,081
1,161,437
31
Female
1,311
Married
3
Bachelor's
Employed
44.039005
Rural
Comprehensive
0
14
756
8
2021-10-31 15:21:39.196387
Poor
No
Daily
House
2,387
1,161,438
31
Female
18,708
Married
4
Master's
null
null
Rural
Premium
1
6
null
2
2024-03-31 15:21:39.197445
Average
Yes
Rarely
House
576
1,161,439
23
Female
14,304
Married
0
Master's
Unemployed
6.445937
Suburban
Premium
1
10
552
2
2023-02-24 15:21:39.134960
Good
No
Rarely
Condo
615
1,161,440
38
Male
1,520
Married
3
Master's
null
20.354839
Urban
Basic
null
16
381
7
2022-12-19 15:21:39.269494
null
No
Daily
Apartment
1,864
1,161,441
44
Male
39,741
Married
null
PhD
Employed
41.85305
Rural
Comprehensive
3
5
579
6
2019-12-13 15:21:39.087123
Poor
Yes
Daily
Condo
553
1,161,442
58
Female
11,587
Divorced
1
High School
null
15.039325
Suburban
Premium
null
15
673
4
2022-05-04 15:21:39.188220
Poor
No
Weekly
House
644
1,161,443
28
Male
20,292
Married
4
PhD
Self-Employed
16.1727
Rural
Premium
0
15
676
9
2020-09-27 15:21:39.123711
Good
Yes
Weekly
Condo
1,211
1,161,444
38
Male
15,455
Married
4
PhD
null
19.098531
Rural
Basic
2
15
782
6
2024-03-26 15:21:39.134960
Average
No
Weekly
Condo
3,802
1,161,445
47
Male
null
Single
0
High School
Employed
31.919175
Rural
Basic
null
9
379
4
2024-06-28 15:21:39.170099
Poor
No
Rarely
Condo
562
1,161,446
61
Female
38,018
Divorced
1
Bachelor's
Self-Employed
19.849488
Urban
Basic
null
4
595
2
2021-01-23 15:21:39.250151
Average
No
Weekly
Condo
38
1,161,447
62
Male
6,870
Married
3
PhD
Employed
24.019982
Urban
Premium
0
12
462
3
2021-02-27 15:21:39.196387
Poor
Yes
Rarely
House
739
1,161,448
18
Female
8,072
Married
3
PhD
Self-Employed
16.929083
Rural
Basic
2
1
632
7
2020-06-17 15:21:39.237118
Average
No
Weekly
Apartment
1,352
1,161,449
51
Female
28,574
Divorced
2
PhD
Unemployed
5.913754
Urban
Comprehensive
1
10
615
7
2020-12-20 15:21:39.092127
Poor
Yes
Monthly
House
456
1,161,450
44
Female
31,019
Married
3
Bachelor's
Employed
20.274637
Suburban
Premium
null
19
551
1
2021-02-18 15:21:39.276901
Average
No
Weekly
Condo
478
1,161,451
37
Male
null
Divorced
2
PhD
Employed
35.277506
Suburban
Premium
3
7
774
2
2023-12-31 15:21:39.165120
Good
No
Rarely
Condo
218
1,161,452
27
Female
74,236
Single
4
PhD
Self-Employed
27.844396
Rural
Premium
0
15
812
2
2022-03-14 15:21:39.091080
Poor
No
Weekly
Condo
32
1,161,453
62
Female
2,571
Divorced
3
Master's
null
26.254844
Urban
Premium
0
18
348
7
2021-07-22 15:21:39.150730
null
Yes
Daily
Apartment
39
1,161,454
60
Male
46,428
Divorced
3
PhD
Self-Employed
51.719696
Rural
Comprehensive
1
18
827
5
2022-08-17 15:21:39.279729
Average
Yes
Rarely
House
561
1,161,455
53
Female
9,091
Divorced
1
High School
null
47.898446
Rural
Premium
0
12
796
5
2021-03-14 15:21:39.254678
Poor
Yes
Rarely
Apartment
556
1,161,456
58
Male
67,770
Divorced
0
High School
Self-Employed
50.811539
Rural
Comprehensive
2
16
552
5
2021-09-25 15:21:39.199447
Good
No
Weekly
House
1,207
1,161,457
19
Female
1,277
Divorced
2
Master's
null
34.099606
Suburban
Premium
0
5
629
1
2020-04-25 15:21:39.172097
Good
No
Weekly
House
417
1,161,458
33
Male
28,408
Single
3
PhD
null
null
Suburban
Basic
null
0
765
9
2021-05-13 15:21:39.123711
Good
Yes
Weekly
House
1,554
1,161,459
41
Female
3,100
Single
4
High School
Self-Employed
3.37676
Rural
Basic
0
1
458
5
2020-09-02 15:21:39.134960
Good
Yes
Monthly
Condo
801
1,161,460
55
Female
10,192
Single
4
Bachelor's
null
5.966697
Suburban
Comprehensive
1
3
550
5
2023-02-15 15:21:39.191219
Poor
No
Monthly
House
160
1,161,461
58
Male
4,162
Single
0
High School
Self-Employed
38.853005
Rural
Premium
null
14
768
9
2023-04-03 15:21:39.187211
null
No
Rarely
Apartment
739
1,161,462
48
Male
39,321
Married
3
High School
Unemployed
16.367798
Urban
Premium
4
8
556
2
2023-10-18 15:21:39.199447
Poor
Yes
Rarely
House
956
1,161,463
54
Female
11,881
Single
3
Bachelor's
null
41.859458
Urban
Comprehensive
null
7
574
2
2024-06-20 15:21:39.226954
Poor
Yes
Rarely
Apartment
519
1,161,464
33
Male
24,372
Single
4
Bachelor's
null
51.608929
Rural
Comprehensive
0
12
589
3
2021-03-17 15:21:39.186212
Poor
No
Daily
Apartment
20
1,161,465
39
Female
2,592
Married
4
High School
null
46.383715
Urban
Basic
3
16
693
3
2020-11-03 15:21:39.274993
Good
No
Monthly
Apartment
602
1,161,466
null
Male
20,953
Married
2
PhD
null
28.882497
Rural
Premium
1
2
613
9
2022-01-31 15:21:39.223901
Poor
No
Rarely
House
936
1,161,467
61
Male
3,645
Single
1
PhD
Self-Employed
20.744698
Urban
Basic
3
14
837
8
2024-04-16 15:21:39.205850
Average
No
Monthly
Condo
1,858
1,161,468
34
Male
68,820
Single
3
High School
null
25.087155
Rural
Basic
0
1
393
6
2022-06-04 15:21:39.106582
Good
No
Daily
Apartment
690
1,161,469
21
Female
2,532
Divorced
0
Bachelor's
Unemployed
24.773682
Suburban
Premium
null
12
808
3
2021-08-26 15:21:39.265513
Poor
Yes
Monthly
House
2,248
1,161,470
23
Female
2,654
Married
null
High School
Unemployed
49.492748
Urban
Premium
1
16
578
6
2023-09-06 15:21:39.134960
Poor
No
Daily
Condo
2,373
1,161,471
52
Male
27,065
Divorced
3
Bachelor's
null
9.434636
Suburban
Basic
0
0
682
3
2020-01-28 15:21:39.132191
Average
Yes
Monthly
House
681
1,161,472
58
Male
5,570
Divorced
2
Master's
null
22.879577
Urban
Comprehensive
1
8
532
1
2021-07-16 15:21:39.285112
Poor
Yes
Rarely
Apartment
930
1,161,473
63
Male
33,125
Married
0
Master's
null
31.017821
Suburban
Premium
0
13
783
5
2022-02-10 15:21:39.134960
Good
Yes
Daily
Apartment
3,902
1,161,474
23
Female
41,589
Married
null
PhD
Employed
20.058141
Rural
Comprehensive
2
7
537
9
2021-02-05 15:21:39.175719
Good
No
Monthly
Condo
833
1,161,475
35
Female
68,991
Married
4
Master's
Self-Employed
17.278564
Rural
Basic
null
16
382
3
2021-06-02 15:21:39.184157
Poor
No
Monthly
House
774
1,161,476
37
Female
132,439
Married
1
Master's
Unemployed
6.011427
Urban
Premium
3
4
773
4
2022-09-19 15:21:39.155231
Average
Yes
Daily
House
2,339
1,161,477
48
Male
4,286
Married
3
Master's
Employed
21.526949
Urban
Comprehensive
1
18
null
5
2019-09-03 15:21:39.115178
Average
Yes
Rarely
House
708
1,161,478
38
Male
77,657
Divorced
3
Master's
Unemployed
20.33053
Suburban
Basic
0
18
514
1
2024-04-07 15:21:39.265513
Good
Yes
Monthly
House
77
1,161,479
36
Female
4,088
Divorced
0
High School
null
11.827507
Suburban
Premium
0
18
504
2
2020-09-26 15:21:39.080440
Average
Yes
Weekly
Condo
645
1,161,480
19
Male
26,709
Divorced
3
Bachelor's
null
23.887979
Rural
Premium
3
15
732
1
2021-02-27 15:21:39.172097
Good
No
Weekly
House
1,724
1,161,481
45
Male
66,916
Divorced
3
Bachelor's
Self-Employed
23.610944
Suburban
Comprehensive
null
18
352
6
2022-05-30 15:21:39.254678
Good
Yes
Daily
House
1,241
1,161,482
24
Female
36,316
Single
3
PhD
Employed
34.813977
Suburban
Comprehensive
1
8
642
6
2022-07-30 15:21:39.223901
Average
No
Rarely
Condo
619
1,161,483
49
Male
24,993
Divorced
4
PhD
null
18.848534
Urban
Premium
0
3
null
3
2022-12-13 15:21:39.155231
Average
No
Weekly
House
1,717
1,161,484
61
Male
8,957
Married
3
PhD
Self-Employed
23.815718
Urban
Comprehensive
null
3
728
5
2022-05-06 15:21:39.194829
Average
Yes
Monthly
Apartment
2,811
1,161,485
43
Male
27,991
Married
2
Master's
Employed
20.867458
Rural
Basic
1
12
319
5
2021-01-11 15:21:39.093681
Good
Yes
Daily
Apartment
1,618
1,161,486
50
Male
30,984
Divorced
0
High School
null
3.94741
Rural
Premium
1
8
553
6
2020-02-01 15:21:39.122134
Good
Yes
Rarely
Apartment
1,361
1,161,487
36
Male
38,263
Married
1
PhD
null
15.805584
Urban
Comprehensive
1
0
null
3
2020-05-26 15:21:39.276901
Poor
Yes
Rarely
Apartment
1,253
1,161,488
34
Female
4,719
Divorced
3
High School
null
25.16234
Urban
Basic
0
14
482
7
2022-05-27 15:21:39.155231
Good
No
Weekly
Apartment
873
1,161,489
58
Male
33,135
Married
4
Master's
Unemployed
34.746374
Suburban
Premium
0
2
469
1
2024-04-06 15:21:39.220389
Good
Yes
Rarely
House
284
1,161,490
20
Male
1,715
Single
0
High School
Self-Employed
18.413824
Urban
Premium
0
7
678
8
2023-07-22 15:21:39.256696
Average
Yes
Daily
Apartment
2,010
1,161,491
30
Female
7,991
Divorced
2
High School
Employed
25.068104
Rural
Comprehensive
1
19
568
4
2024-08-10 15:21:39.145732
Average
No
Rarely
Condo
1,204
1,161,492
46
Male
43,905
Divorced
null
Bachelor's
null
33.717056
Rural
Basic
null
14
825
8
2024-02-21 15:21:39.185215
Good
Yes
Monthly
Condo
977
1,161,493
26
Male
71,062
Divorced
0
PhD
Unemployed
35.520865
Urban
Comprehensive
3
6
470
1
2021-06-20 15:21:39.251142
null
No
Rarely
House
452
1,161,494
44
Male
7,093
Divorced
1
Master's
Unemployed
25.692663
Rural
Comprehensive
null
14
594
9
2024-01-02 15:21:39.254678
Average
No
Weekly
Apartment
2,811
1,161,495
31
Female
9,563
Married
3
Bachelor's
null
34.566699
Rural
Premium
null
3
775
7
2023-11-28 15:21:39.288099
Poor
No
Monthly
Apartment
681
1,161,496
61
Male
17,983
Divorced
1
Master's
Employed
41.498618
Rural
Basic
1
13
671
4
2022-03-04 15:21:39.192212
Average
No
Rarely
Apartment
26
1,161,497
33
Male
38,962
Married
null
PhD
Employed
28.711367
Suburban
Comprehensive
1
18
383
7
2023-08-24 15:21:39.091080
Average
No
Rarely
Apartment
2,246
1,161,498
46
Male
24,484
Single
2
Master's
Self-Employed
25.726137
Urban
Premium
null
18
717
6
2021-11-18 15:21:39.172097
Average
Yes
Weekly
Condo
645
1,161,499
22
Male
7,860
Divorced
4
PhD
null
22.071889
Rural
Premium
0
6
null
3
2020-02-08 15:21:39.223390
Average
No
Weekly
Condo
3,070