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
42,400
62
Female
43,485
Single
0
Bachelor's
null
38.543999
Rural
Premium
1
19
614
6
2020-12-30 15:21:39.226954
Poor
No
Monthly
House
752
42,401
24
Male
1,079
Single
1
PhD
Self-Employed
12.826386
Suburban
Basic
null
19
373
4
2021-08-29 15:21:39.237118
Good
No
Weekly
Condo
838
42,402
55
Male
13,068
Married
4
Master's
Employed
20.918787
Urban
Basic
0
12
673
2
2022-05-30 15:21:39.264504
Good
No
Rarely
Condo
1,371
42,403
51
Male
2,973
Single
0
High School
Employed
19.817018
Urban
Premium
0
11
323
4
2021-05-10 15:21:39.261856
Poor
No
Rarely
Condo
756
42,404
61
Female
28,897
Divorced
2
Bachelor's
Self-Employed
36.233065
Suburban
Comprehensive
1
0
581
2
2020-08-01 15:21:39.170099
Poor
Yes
Weekly
House
567
42,405
30
Female
93
Single
0
Master's
null
36.724366
Urban
Basic
null
12
750
2
2023-10-20 15:21:39.228521
Average
Yes
Monthly
House
1,847
42,406
null
Female
6,418
Single
0
High School
Unemployed
29.817484
Suburban
Basic
0
17
547
4
2024-05-29 15:21:39.132191
Average
Yes
Monthly
Apartment
839
42,407
18
Male
45,637
Divorced
0
Bachelor's
Unemployed
15.666514
Urban
Basic
null
9
679
4
2021-11-07 15:21:39.134960
Poor
Yes
Weekly
House
2,197
42,408
50
Female
5,614
Divorced
3
PhD
Employed
25.284209
Rural
Basic
0
2
437
9
2022-02-18 15:21:39.276901
null
No
Weekly
House
3,535
42,409
19
Female
82,522
Divorced
1
Bachelor's
null
30.209982
Urban
Basic
2
4
345
6
2023-08-24 15:21:39.216387
null
No
Monthly
Apartment
789
42,410
55
Male
33,114
Single
1
High School
Self-Employed
18.957713
Urban
Comprehensive
0
8
751
3
2023-01-23 15:21:39.155231
Good
Yes
Rarely
House
955
42,411
31
Female
27,480
Divorced
4
PhD
Employed
19.276602
Urban
Basic
1
7
515
1
2020-11-19 15:21:39.256696
Poor
No
Monthly
Apartment
2,160
42,412
18
Female
81,724
Single
2
Master's
null
15.43433
Rural
Comprehensive
1
17
492
8
2024-07-21 15:21:39.174719
Poor
No
Weekly
Condo
2,387
42,413
46
Female
null
Married
3
High School
null
20.918609
Urban
Comprehensive
null
17
309
1
2022-04-29 15:21:39.100695
Average
Yes
Rarely
Condo
1,001
42,414
62
Male
44,714
Divorced
3
High School
Employed
23.079348
Rural
Basic
0
19
516
7
2021-10-25 15:21:39.166062
Average
No
Monthly
House
1,242
42,415
51
Female
46,173
Married
3
Master's
Unemployed
12.437414
Urban
Basic
null
15
847
9
2021-10-26 15:21:39.100695
Average
Yes
Daily
Condo
148
42,416
34
Male
45,630
Single
1
PhD
Employed
44.668078
Urban
Premium
null
17
635
3
2020-11-13 15:21:39.155231
Good
No
Monthly
House
119
42,417
24
Male
18,794
Divorced
0
High School
Unemployed
13.857293
Rural
Premium
0
0
628
6
2023-11-04 15:21:39.194829
Average
No
Daily
Apartment
441
42,418
45
Female
77,983
Married
2
High School
Employed
null
Urban
Premium
5
15
712
6
2020-10-17 15:21:39.221386
Average
No
Monthly
Apartment
2,124
42,419
24
Male
7,073
Married
4
Master's
Self-Employed
37.67888
Suburban
Premium
0
1
784
6
2024-03-26 15:21:39.155231
Average
Yes
Daily
Condo
152
42,420
60
Male
14,562
Married
1
Bachelor's
null
51.957627
Rural
Comprehensive
null
0
564
3
2020-01-03 15:21:39.259788
Good
Yes
Weekly
House
909
42,421
41
Male
10,176
Married
3
High School
null
16.690412
Suburban
Basic
1
15
441
2
2022-06-30 15:21:39.134960
Poor
Yes
Daily
Apartment
1,236
42,422
29
Male
43,811
Married
0
PhD
Employed
9.993705
Rural
Premium
1
6
621
7
2022-09-22 15:21:39.237118
Average
Yes
Daily
Apartment
715
42,423
50
Female
18,308
Divorced
3
Bachelor's
Unemployed
45.608009
Urban
Premium
0
10
846
9
2020-12-31 15:21:39.251142
Good
Yes
Rarely
Condo
199
42,424
38
Male
27,897
Married
2
High School
Employed
18.079394
Urban
Comprehensive
1
7
662
7
2023-07-28 15:21:39.134960
Good
Yes
Rarely
House
903
42,425
22
Female
8,098
Single
4
PhD
null
26.336665
Urban
Basic
null
5
662
3
2021-07-07 15:21:39.237118
Good
Yes
Rarely
Condo
749
42,426
38
Female
36,241
Married
4
Bachelor's
Unemployed
33.236027
Urban
Basic
null
7
486
4
2022-02-11 15:21:39.253660
Poor
No
Weekly
Condo
1,102
42,427
28
Male
40,077
Divorced
3
High School
Self-Employed
26.836212
Urban
Basic
0
7
605
2
2023-03-07 15:21:39.233998
Poor
Yes
Monthly
Condo
811
42,428
18
Male
72,822
Single
4
High School
Unemployed
38.994586
Suburban
Premium
0
14
367
9
2024-05-14 15:21:39.125660
Poor
No
Rarely
Apartment
472
42,429
28
Male
70,581
Divorced
0
Bachelor's
null
12.67003
Rural
Comprehensive
1
18
554
5
2022-07-22 15:21:39.092127
null
Yes
Monthly
Apartment
2,484
42,430
60
Female
48,722
Married
null
Bachelor's
Employed
45.121457
Suburban
Premium
1
15
370
2
2021-07-31 15:21:39.184157
Average
Yes
Weekly
House
635
42,431
64
Female
20,981
Single
null
Bachelor's
Unemployed
null
Suburban
Premium
0
6
509
7
2020-01-28 15:21:39.225916
Good
No
Rarely
Apartment
1,653
42,432
44
Male
7,085
Divorced
1
Bachelor's
Unemployed
10.953091
Urban
Premium
null
9
843
7
2021-11-15 15:21:39.278402
Average
No
Monthly
Apartment
551
42,433
52
Male
43,786
Single
0
Bachelor's
Self-Employed
25.967181
Rural
Basic
0
10
782
3
2019-10-07 15:21:39.237118
Poor
No
Monthly
Apartment
552
42,434
24
Male
45,205
Single
1
High School
Self-Employed
43.590176
Rural
Comprehensive
null
7
599
1
2024-01-30 15:21:39.276901
Good
Yes
Weekly
House
1,205
42,435
42
Female
31,324
Single
2
PhD
Self-Employed
11.958575
Rural
Comprehensive
1
7
372
7
2021-07-04 15:21:39.237118
Average
Yes
Weekly
Condo
1,436
42,436
39
Male
24,986
Single
1
High School
Unemployed
36.672056
Urban
Basic
0
1
528
2
2020-05-22 15:21:39.134960
Good
Yes
Monthly
House
1,313
42,437
53
Female
27,132
Married
4
Bachelor's
Unemployed
13.865314
Rural
Premium
0
12
732
4
2020-02-11 15:21:39.206847
Good
No
Rarely
Condo
151
42,438
52
Male
10,049
Married
1
High School
Unemployed
39.772169
Rural
Basic
2
16
682
8
2023-04-30 15:21:39.134960
Poor
No
Weekly
House
1,101
42,439
54
Male
15,774
Single
4
Bachelor's
Self-Employed
27.946648
Urban
Premium
null
12
454
4
2022-05-04 15:21:39.204790
Average
No
Rarely
Condo
2,919
42,440
44
Female
46,985
Divorced
2
High School
Employed
32.079931
Urban
Premium
2
1
719
5
2024-04-19 15:21:39.149731
Poor
No
Weekly
House
26
42,441
38
Male
106,496
Divorced
0
PhD
Unemployed
24.185026
Rural
Comprehensive
null
12
657
5
2022-04-28 15:21:39.226954
Poor
Yes
Monthly
House
362
42,442
39
Male
949
Married
4
Master's
Unemployed
39.837211
Suburban
Comprehensive
1
7
402
6
2023-09-08 15:21:39.237118
Good
No
Monthly
House
2,343
42,443
63
Male
22,574
Single
1
Bachelor's
Employed
16.242275
Urban
Comprehensive
0
16
569
3
2021-07-04 15:21:39.132191
Good
Yes
Weekly
Condo
2,258
42,444
26
Female
27,743
Married
4
PhD
null
25.759953
Urban
Premium
null
3
null
9
2024-05-14 15:21:39.097737
Poor
Yes
Monthly
House
837
42,445
34
Female
6,935
Married
1
High School
Self-Employed
32.571909
Rural
Premium
0
16
548
9
2023-07-12 15:21:39.252145
Poor
Yes
Weekly
House
2,737
42,446
49
Female
51,273
Divorced
3
PhD
Employed
23.161383
Rural
Premium
1
7
490
9
2019-09-04 15:21:39.147735
Poor
No
Monthly
Apartment
240
42,447
56
Female
23,767
Married
0
PhD
null
32.996051
Urban
Comprehensive
1
14
577
5
2022-06-20 15:21:39.191219
null
Yes
Monthly
Condo
578
42,448
34
Female
28,791
Married
0
PhD
Unemployed
6.693998
Rural
Basic
null
16
null
7
2020-04-10 15:21:39.185215
Poor
Yes
Daily
Condo
619
42,449
23
Female
73,632
Single
2
High School
Self-Employed
null
Suburban
Comprehensive
2
4
516
1
2020-02-07 15:21:39.209847
Average
Yes
Daily
Condo
517
42,450
35
Female
29,539
Single
1
High School
Self-Employed
13.979424
Rural
Comprehensive
null
6
651
1
2022-06-05 15:21:39.207847
Average
No
Daily
Condo
1,488
42,451
51
Female
447
Single
3
Bachelor's
Self-Employed
34.938283
Rural
Comprehensive
null
12
791
6
2023-05-16 15:21:39.237118
Good
No
Monthly
Condo
2,217
42,452
24
Male
147,768
Married
0
High School
null
22.351279
Rural
Premium
0
18
485
3
2020-08-19 15:21:39.154008
Poor
Yes
Daily
House
3,097
42,453
49
Male
40,318
Married
2
Bachelor's
Employed
37.383636
Urban
Comprehensive
3
11
821
1
2021-04-01 15:21:39.257696
Good
No
Monthly
Condo
1,307
42,454
30
Female
3,490
Single
0
Master's
null
13.094311
Rural
Basic
1
12
651
7
2019-11-24 15:21:39.149731
null
No
Rarely
House
2,553
42,455
41
Female
20,162
Married
4
Bachelor's
null
7.717463
Rural
Comprehensive
0
6
786
3
2021-10-30 15:21:39.245086
Poor
Yes
Monthly
House
508
42,456
38
Male
4,740
Single
1
PhD
Employed
9.778735
Urban
Comprehensive
0
9
552
5
2023-03-06 15:21:39.279729
Average
Yes
Weekly
Apartment
2,421
42,457
63
Female
117,517
Single
1
High School
Self-Employed
null
Suburban
Comprehensive
1
14
495
5
2021-08-03 15:21:39.166062
Good
Yes
Daily
Condo
1,358
42,458
37
Male
37,156
Single
2
Master's
null
33.876999
Suburban
Basic
null
0
634
4
2022-03-20 15:21:39.134960
Good
Yes
Daily
Apartment
605
42,459
34
Male
9,791
Married
2
PhD
null
23.929356
Rural
Premium
0
19
563
2
2021-02-23 15:21:39.237118
Poor
No
Daily
Apartment
688
42,460
53
Female
24,862
Married
2
High School
null
32.816587
Suburban
Basic
0
8
775
2
2021-02-04 15:21:39.252145
Good
Yes
Monthly
Apartment
3,106
42,461
40
Female
43,896
Single
2
PhD
Employed
26.163783
Urban
Comprehensive
2
18
null
2
2019-12-14 15:21:39.155231
Good
Yes
Daily
Apartment
1,531
42,462
45
Male
29,055
Single
4
Master's
null
9.837895
Urban
Basic
1
10
727
5
2022-04-08 15:21:39.102694
Poor
Yes
Monthly
Condo
2,023
42,463
44
Male
1,288
Divorced
2
Master's
Unemployed
null
Rural
Comprehensive
null
6
526
7
2023-01-28 15:21:39.256696
Good
No
Monthly
Condo
943
42,464
39
Male
6,787
Single
4
Master's
null
30.15198
Suburban
Comprehensive
0
12
540
9
2020-02-14 15:21:39.092127
Average
No
Rarely
Apartment
898
42,465
51
Female
72,267
Married
2
High School
null
46.835642
Urban
Basic
null
17
439
9
2022-12-07 15:21:39.091080
Poor
No
Daily
House
26
42,466
31
Male
null
Divorced
4
Bachelor's
Employed
34.517765
Rural
Premium
2
7
775
1
2020-01-08 15:21:39.175719
Average
No
Rarely
House
393
42,467
21
Female
85,887
Married
0
Master's
Employed
32.088884
Suburban
Basic
0
9
826
5
2022-10-17 15:21:39.155231
Average
No
Rarely
House
391
42,468
26
Female
42,978
Divorced
2
Master's
null
30.867401
Urban
Premium
0
12
825
2
2019-11-26 15:21:39.103737
Average
Yes
Monthly
Apartment
573
42,469
56
Female
null
Single
0
High School
Unemployed
33.554662
Suburban
Basic
1
5
384
7
2024-01-10 15:21:39.104139
Poor
No
Rarely
House
1,266
42,470
47
Female
72,620
Divorced
2
Bachelor's
Employed
21.827815
Rural
Basic
0
15
449
3
2021-05-09 15:21:39.177724
Poor
No
Weekly
House
1,595
42,471
21
Male
116,927
Divorced
null
High School
null
31.002205
Suburban
Comprehensive
null
10
381
2
2023-05-10 15:21:39.155231
null
No
Daily
House
850
42,472
40
Female
43,918
Married
0
Master's
null
11.958808
Urban
Basic
0
3
743
5
2022-11-23 15:21:39.134960
Average
No
Monthly
Condo
910
42,473
35
Female
33,497
Divorced
4
PhD
Employed
18.955428
Suburban
Comprehensive
1
0
462
3
2020-01-26 15:21:39.095696
Average
Yes
Weekly
Apartment
497
42,474
51
Male
null
Divorced
0
High School
Employed
18.164959
Urban
Basic
null
0
772
2
2020-03-07 15:21:39.125660
Good
Yes
Rarely
House
49
42,475
51
Female
27,481
Divorced
null
PhD
Self-Employed
23.044968
Urban
Comprehensive
null
11
603
5
2020-11-22 15:21:39.237118
Poor
No
Monthly
Condo
931
42,476
18
Male
120,621
Married
null
Bachelor's
Self-Employed
28.887999
Rural
Premium
1
16
617
5
2024-01-17 15:21:39.237118
Average
Yes
Rarely
House
418
42,477
42
Male
22,301
Single
1
Master's
null
11.83934
Suburban
Premium
null
18
null
1
2023-01-05 15:21:39.080440
Good
No
Monthly
House
171
42,478
64
Female
2,611
Divorced
null
Master's
Self-Employed
null
Suburban
Comprehensive
2
10
507
4
2019-12-16 15:21:39.192212
Average
No
Weekly
Apartment
2,446
42,479
54
Female
1,026
Married
4
High School
Unemployed
11.79254
Suburban
Comprehensive
null
11
561
2
2020-04-14 15:21:39.282785
Average
No
Rarely
Condo
26
42,480
18
Female
9,934
Divorced
1
PhD
null
44.935968
Rural
Comprehensive
1
15
753
2
2020-11-06 15:21:39.204790
Poor
No
Weekly
Apartment
519
42,481
29
Female
3,277
Married
null
High School
Unemployed
33.137876
Rural
Premium
2
13
622
7
2020-08-15 15:21:39.226954
Poor
No
Monthly
House
1,061
42,482
57
Male
36,401
Divorced
4
High School
Self-Employed
15.778058
Rural
Premium
1
4
646
3
2023-01-21 15:21:39.169102
Average
No
Daily
Condo
1,281
42,483
42
Male
95,769
Divorced
2
Master's
Employed
24.739888
Rural
Premium
1
4
484
8
2022-10-09 15:21:39.244069
Good
No
Rarely
Condo
3,466
42,484
55
Male
29,467
Married
3
High School
Unemployed
40.769878
Urban
Premium
0
1
477
8
2021-03-25 15:21:39.289099
Poor
Yes
Daily
Apartment
1,025
42,485
53
Male
27,112
Single
4
Master's
Unemployed
3.177931
Rural
Comprehensive
null
16
552
2
2022-03-04 15:21:39.259788
Good
Yes
Monthly
Condo
2,236
42,486
40
Female
null
Single
0
PhD
Self-Employed
38.601969
Suburban
Premium
0
3
410
8
2022-10-30 15:21:39.089116
Poor
Yes
Daily
House
1,363
42,487
24
Male
26,681
Divorced
0
PhD
Employed
27.90786
Urban
Comprehensive
1
7
397
3
2022-07-09 15:21:39.257696
Good
No
Weekly
Apartment
2,670
42,488
51
Male
15,882
Married
0
Bachelor's
Unemployed
8.121155
Suburban
Basic
0
19
543
7
2021-03-16 15:21:39.134960
Good
No
Daily
House
1,160
42,489
43
Male
5,812
Single
0
Bachelor's
Employed
15.24589
Rural
Comprehensive
1
7
null
6
2020-04-24 15:21:39.129190
Poor
No
Daily
Condo
524
42,490
22
Male
26,373
Single
0
High School
Self-Employed
35.141287
Urban
Basic
null
12
774
5
2022-09-16 15:21:39.270454
Average
No
Rarely
Condo
395
42,491
44
Male
10,116
Married
0
PhD
Employed
21.354547
Urban
Basic
null
6
744
3
2021-07-27 15:21:39.155231
Poor
No
Monthly
Apartment
2,221
42,492
55
Male
24,879
Married
2
High School
Self-Employed
21.735874
Urban
Comprehensive
0
13
695
2
2020-10-21 15:21:39.221386
Poor
No
Rarely
Apartment
2,854
42,493
36
Female
28,399
Single
null
High School
Self-Employed
14.05607
Urban
Comprehensive
1
16
null
7
2022-01-17 15:21:39.144722
Good
Yes
Weekly
House
2,445
42,494
41
Female
9,573
Divorced
3
PhD
Employed
6.99697
Rural
Basic
1
19
634
9
2022-08-18 15:21:39.092127
Poor
Yes
Weekly
Condo
1,374
42,495
34
Male
23,296
Married
2
High School
Self-Employed
26.779211
Rural
Basic
2
1
590
7
2020-12-19 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,526
42,496
32
Male
16,063
Single
2
High School
Self-Employed
18.277068
Suburban
Comprehensive
3
5
495
3
2021-04-05 15:21:39.117183
Average
Yes
Monthly
Condo
3,388
42,497
38
Female
35,311
Divorced
1
High School
Employed
20.897217
Urban
Comprehensive
4
1
588
8
2021-05-13 15:21:39.134960
Average
Yes
Monthly
House
494
42,498
43
Male
3,622
Single
1
Bachelor's
Employed
10.138864
Suburban
Basic
1
9
727
3
2019-12-19 15:21:39.143708
Poor
Yes
Daily
House
3,111
42,499
49
Female
4,541
Single
3
Bachelor's
Self-Employed
10.029936
Suburban
Premium
1
14
757
9
2019-10-17 15:21:39.122134
Poor
Yes
Rarely
Condo
1,864