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
1,166,400
44
Female
24,153
Single
3
Master's
Self-Employed
4.014024
Urban
Premium
2
19
301
8
2023-01-28 15:21:39.134960
Good
No
Weekly
Apartment
973
1,166,401
37
Female
31,028
Single
4
PhD
Unemployed
46.079404
Rural
Comprehensive
2
10
null
4
2023-03-12 15:21:39.092127
Average
No
Rarely
Apartment
964
1,166,402
35
Female
30,377
Divorced
2
High School
Unemployed
41.766285
Urban
Comprehensive
null
18
588
8
2024-06-23 15:21:39.283783
Poor
Yes
Weekly
House
749
1,166,403
22
Female
70,514
Divorced
0
PhD
Unemployed
24.935321
Urban
Comprehensive
1
15
453
8
2020-04-05 15:21:39.228521
Poor
Yes
Weekly
House
1,058
1,166,404
44
Female
1,317
Married
2
PhD
null
13.922796
Suburban
Basic
2
1
712
7
2021-04-01 15:21:39.248098
Good
No
Daily
Condo
890
1,166,405
43
Female
79,281
Single
3
Master's
Employed
24.727325
Rural
Basic
1
19
686
7
2020-02-20 15:21:39.228521
Average
No
Daily
Apartment
125
1,166,406
63
Female
15,605
Married
2
High School
Employed
5.923352
Suburban
Premium
1
6
null
1
2022-01-05 15:21:39.211806
Poor
Yes
Weekly
Condo
554
1,166,407
56
Female
38,981
Divorced
3
Bachelor's
Employed
34.146446
Suburban
Basic
0
3
652
1
2020-05-06 15:21:39.102694
Average
Yes
Weekly
Condo
926
1,166,408
57
Female
7,898
Married
0
Bachelor's
Unemployed
31.93532
Suburban
Basic
1
7
555
8
2024-03-02 15:21:39.155231
Good
No
Daily
House
537
1,166,409
45
Male
3,354
Divorced
2
Bachelor's
Employed
49.055017
Rural
Basic
0
7
683
9
2021-01-05 15:21:39.093681
Poor
No
Monthly
Apartment
110
1,166,410
47
Male
null
Divorced
2
Master's
Self-Employed
20.383744
Urban
Premium
0
17
370
1
2020-02-12 15:21:39.237118
Good
Yes
Weekly
Condo
1,669
1,166,411
24
Female
106,572
Single
2
PhD
null
29.922193
Rural
Comprehensive
null
17
591
1
2022-10-28 15:21:39.155231
Average
Yes
Monthly
House
296
1,166,412
58
Male
135,942
Single
4
PhD
Unemployed
47.597934
Rural
Basic
0
12
703
8
2019-09-20 15:21:39.233998
Good
No
Daily
Apartment
3,563
1,166,413
61
Female
30,226
Married
null
Bachelor's
Unemployed
37.049447
Rural
Comprehensive
null
8
637
7
2022-02-09 15:21:39.134960
Good
No
Weekly
House
739
1,166,414
57
Male
29,032
Divorced
4
Master's
Unemployed
17.858804
Suburban
Premium
2
14
609
3
2020-04-15 15:21:39.209847
Good
Yes
Monthly
Condo
795
1,166,415
43
Female
36,252
Single
0
Bachelor's
null
28.471657
Urban
Basic
2
19
434
4
2023-04-23 15:21:39.200452
Poor
Yes
Monthly
Condo
654
1,166,416
55
Male
94,898
Divorced
1
PhD
null
32.053545
Rural
Premium
0
5
318
7
2024-04-29 15:21:39.122134
Good
No
Rarely
House
1,717
1,166,417
28
Female
28,561
Married
3
High School
Unemployed
25.355947
Urban
Comprehensive
2
12
751
8
2021-07-23 15:21:39.134960
Poor
No
Monthly
Apartment
3,724
1,166,418
29
Female
7,912
Married
4
Master's
Employed
22.126075
Rural
Basic
0
15
718
9
2021-09-08 15:21:39.226954
Poor
Yes
Rarely
Condo
2,322
1,166,419
38
Male
3,777
Single
3
High School
null
38.405797
Urban
Premium
0
8
437
1
2024-02-21 15:21:39.270454
Average
Yes
Weekly
Apartment
1,783
1,166,420
30
Male
null
Married
0
High School
Unemployed
24.814497
Urban
Basic
1
9
431
4
2023-08-09 15:21:39.288099
Good
No
Monthly
Condo
894
1,166,421
32
Female
7,876
Married
null
High School
Unemployed
51.630969
Rural
Basic
0
10
716
9
2020-02-09 15:21:39.209847
Good
No
Weekly
House
3,655
1,166,422
63
Female
37,389
Single
null
PhD
null
14.595798
Rural
Premium
null
8
552
8
2021-09-19 15:21:39.173834
Good
Yes
Monthly
House
657
1,166,423
62
Female
122,482
Married
3
PhD
Self-Employed
35.879047
Rural
Basic
0
6
390
8
2019-09-01 15:21:39.187211
Poor
No
Rarely
Condo
27
1,166,424
28
Female
2,611
Single
null
High School
Unemployed
16.867807
Suburban
Premium
0
18
336
9
2020-07-21 15:21:39.145732
Good
No
Weekly
Apartment
168
1,166,425
38
Male
30,382
Divorced
0
Bachelor's
Employed
34.098368
Suburban
Comprehensive
1
8
null
4
2022-01-21 15:21:39.226954
Poor
No
Weekly
House
454
1,166,426
45
Male
23,755
Single
null
High School
null
39.490225
Urban
Premium
0
4
535
6
2023-08-30 15:21:39.180553
Poor
Yes
Daily
Condo
1,560
1,166,427
62
Male
5,877
Single
2
Master's
Self-Employed
17.79477
Rural
Comprehensive
0
18
595
2
2022-05-29 15:21:39.237118
Good
Yes
Monthly
Condo
712
1,166,428
56
Female
44,752
Single
0
PhD
Employed
21.172466
Urban
Premium
0
17
614
8
2020-03-14 15:21:39.102694
Average
No
Rarely
Apartment
1,604
1,166,429
34
Female
3,534
null
2
Master's
null
38.141217
Suburban
Basic
0
18
328
9
2020-08-16 15:21:39.281787
Good
Yes
Monthly
House
785
1,166,430
54
Female
10,439
Single
2
Master's
Self-Employed
49.966389
Urban
Basic
null
13
null
7
2023-06-23 15:21:39.143708
Good
Yes
Rarely
Apartment
1,129
1,166,431
62
Female
4,534
Single
0
PhD
Self-Employed
10.922365
Urban
Comprehensive
2
15
706
5
2022-04-14 15:21:39.177724
Average
No
Rarely
House
452
1,166,432
46
Female
null
Divorced
4
Bachelor's
Self-Employed
39.066181
Rural
Comprehensive
0
9
585
2
2023-08-27 15:21:39.134960
Poor
No
Rarely
Condo
394
1,166,433
56
Female
5,873
Married
null
High School
Self-Employed
22.353914
Rural
Comprehensive
2
9
684
6
2020-02-16 15:21:39.082499
null
Yes
Weekly
Apartment
587
1,166,434
33
Male
115,933
Married
1
Master's
Unemployed
22.824272
Urban
Comprehensive
1
17
313
7
2022-06-29 15:21:39.237118
Poor
No
Rarely
Apartment
48
1,166,435
null
Male
67,791
Married
4
High School
Unemployed
25.965173
Rural
Basic
null
10
743
8
2020-07-12 15:21:39.219432
Average
Yes
Monthly
Apartment
281
1,166,436
29
Female
40,217
Married
1
Bachelor's
Employed
6.922102
Suburban
Premium
2
16
826
2
2019-12-07 15:21:39.209847
Average
Yes
Monthly
Condo
645
1,166,437
54
Female
18,783
Single
1
PhD
null
31.088841
Rural
Premium
1
12
564
4
2021-09-28 15:21:39.202448
Average
No
Monthly
Apartment
910
1,166,438
27
Male
null
Single
0
High School
Self-Employed
32.723441
Urban
Comprehensive
2
12
405
4
2019-12-08 15:21:39.108562
null
Yes
Monthly
House
48
1,166,439
36
Female
11,994
Single
2
High School
Employed
47.334819
Urban
Basic
null
14
785
3
2021-06-08 15:21:39.289099
Good
Yes
Rarely
Condo
822
1,166,440
59
Male
82,926
Married
4
Master's
Self-Employed
11.654623
Urban
Basic
1
10
425
6
2024-05-20 15:21:39.134960
Good
No
Weekly
House
1,415
1,166,441
27
Female
55,831
Single
3
Master's
null
31.914832
Urban
Premium
null
0
359
2
2019-10-22 15:21:39.271453
Good
No
Daily
Condo
1,037
1,166,442
36
Male
113,619
Divorced
2
Bachelor's
null
30.577957
Suburban
Comprehensive
2
6
356
2
2022-11-13 15:21:39.172097
Average
Yes
Weekly
Condo
788
1,166,443
47
Male
11,954
Married
0
High School
null
17.548518
Suburban
Basic
1
4
566
2
2023-07-16 15:21:39.115178
Good
Yes
Rarely
Condo
1,601
1,166,444
36
Female
19,690
Divorced
2
High School
null
19.351817
Urban
Comprehensive
null
17
752
6
2021-09-22 15:21:39.134960
Average
No
Rarely
House
955
1,166,445
30
Male
3,716
Single
3
Master's
null
19.025829
Urban
Premium
0
1
427
4
2022-02-23 15:21:39.102694
Good
No
Monthly
Condo
1,442
1,166,446
52
Male
40,323
Married
4
Bachelor's
Unemployed
38.937286
Suburban
Basic
null
16
534
2
2020-09-21 15:21:39.094752
Average
No
Rarely
House
1,388
1,166,447
53
Male
744
Married
0
Bachelor's
Employed
null
Rural
Basic
null
1
622
1
2021-12-31 15:21:39.134960
Good
Yes
Daily
Apartment
538
1,166,448
null
Female
11,923
Divorced
2
High School
Self-Employed
13.260064
Urban
Comprehensive
3
2
670
7
2023-11-29 15:21:39.214388
Average
Yes
Monthly
Apartment
516
1,166,449
55
Male
88,076
Single
4
Bachelor's
null
21.098297
Suburban
Basic
null
14
513
9
2021-02-14 15:21:39.128286
null
No
Weekly
Apartment
2,916
1,166,450
20
Female
16,339
Married
2
High School
Self-Employed
41.508421
Rural
Premium
0
11
717
3
2021-04-25 15:21:39.134960
Poor
Yes
Daily
Apartment
454
1,166,451
58
Female
null
Married
0
High School
Unemployed
30.633789
Rural
Comprehensive
null
7
834
3
2020-10-28 15:21:39.191219
Average
No
Monthly
Apartment
230
1,166,452
59
Female
26,553
Married
0
PhD
Employed
51.895156
Suburban
Basic
0
19
435
9
2019-12-27 15:21:39.261856
Poor
Yes
Weekly
Apartment
3,055
1,166,453
62
Male
17,861
Divorced
1
High School
Unemployed
28.994427
Rural
Basic
0
12
null
9
2023-09-10 15:21:39.264504
null
Yes
Monthly
Apartment
3,518
1,166,454
33
Female
39,764
Divorced
1
Bachelor's
Employed
24.723775
Rural
Basic
1
11
725
7
2021-10-11 15:21:39.186212
Average
No
Daily
Apartment
1,003
1,166,455
52
Male
12,981
Single
1
PhD
Self-Employed
8.908648
Urban
Basic
null
19
766
6
2021-06-09 15:21:39.253660
Average
No
Weekly
Apartment
758
1,166,456
28
Female
45,431
Divorced
2
PhD
Employed
42.5777
Suburban
Comprehensive
1
2
null
8
2020-11-05 15:21:39.122134
Poor
No
Rarely
House
704
1,166,457
44
Female
38,480
Single
4
Bachelor's
Unemployed
38.285039
Urban
Premium
null
5
null
1
2021-05-20 15:21:39.225916
Average
Yes
Daily
House
659
1,166,458
35
Female
1,628
Married
2
PhD
Self-Employed
41.774992
Rural
Basic
1
15
468
9
2022-09-02 15:21:39.112553
Poor
Yes
Rarely
House
644
1,166,459
24
Female
9,384
Divorced
4
High School
Self-Employed
19.922766
Suburban
Comprehensive
null
14
null
1
2021-12-18 15:21:39.175719
Average
No
Rarely
Apartment
1,807
1,166,460
53
Female
28,332
Single
2
Master's
null
5.956426
Urban
Basic
0
10
690
7
2020-06-01 15:21:39.172097
Good
No
Rarely
Apartment
943
1,166,461
44
Male
5,975
Divorced
0
Master's
null
18.233761
Rural
Basic
0
15
673
6
2022-10-02 15:21:39.155231
Good
No
Monthly
Apartment
557
1,166,462
46
Female
10,125
Divorced
null
PhD
Unemployed
26.828349
Urban
Premium
1
0
431
4
2024-02-25 15:21:39.269494
Poor
No
Weekly
Condo
952
1,166,463
45
Female
126,939
null
3
High School
Employed
29.014919
Urban
Comprehensive
1
4
null
2
2020-05-31 15:21:39.237118
Average
No
Weekly
Apartment
2,377
1,166,464
35
Female
null
Single
4
Master's
null
12.715829
Suburban
Premium
1
2
464
2
2021-06-17 15:21:39.270454
Poor
No
Daily
House
23
1,166,465
19
Female
5,819
Married
2
Master's
Self-Employed
22.379854
Rural
Comprehensive
1
4
516
1
2024-02-11 15:21:39.128286
Good
Yes
Monthly
Condo
45
1,166,466
63
Male
10,598
Single
null
Master's
Self-Employed
34.812608
Suburban
Premium
1
17
708
3
2020-06-19 15:21:39.237118
Poor
No
Weekly
Condo
451
1,166,467
25
Female
112,665
Divorced
2
High School
Unemployed
19.428861
Rural
Basic
1
2
383
6
2019-10-03 15:21:39.217387
Poor
Yes
Monthly
House
1,325
1,166,468
52
Male
88,708
null
2
Master's
Self-Employed
9.643274
Urban
Premium
null
12
null
7
2022-08-17 15:21:39.185215
Poor
No
Monthly
Apartment
378
1,166,469
47
Male
43,826
Single
null
High School
Unemployed
27.174535
Urban
Basic
0
8
682
4
2021-03-21 15:21:39.087123
Good
No
Weekly
Condo
2,125
1,166,470
56
Female
22,091
Divorced
null
High School
Employed
26.243705
Suburban
Comprehensive
null
3
571
4
2023-02-12 15:21:39.237118
Average
Yes
Monthly
Apartment
332
1,166,471
45
Male
1,038
Divorced
4
High School
null
20.586696
Suburban
Premium
0
13
816
4
2019-09-30 15:21:39.207847
Poor
Yes
Daily
Apartment
2,845
1,166,472
49
Male
25,428
Divorced
2
Bachelor's
Employed
40.82876
Urban
Comprehensive
null
12
636
8
2024-06-28 15:21:39.259788
Good
Yes
Rarely
House
582
1,166,473
24
Female
23,168
Divorced
0
Master's
Employed
35.610028
Urban
Comprehensive
0
1
704
1
2022-09-22 15:21:39.224915
null
Yes
Monthly
House
801
1,166,474
45
Female
57,553
Divorced
0
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
9
414
8
2021-03-10 15:21:39.172097
Poor
Yes
Monthly
Condo
769
1,166,475
50
Female
50,634
Divorced
1
High School
null
31.39563
Urban
Basic
0
13
585
9
2022-11-04 15:21:39.133866
null
Yes
Weekly
Apartment
2,370
1,166,476
49
Female
81,356
Married
3
Bachelor's
Employed
29.382899
Urban
Comprehensive
2
15
473
5
2019-09-30 15:21:39.233485
Average
Yes
Rarely
Condo
1,238
1,166,477
61
Female
11,993
Divorced
1
High School
Self-Employed
50.643734
Suburban
Comprehensive
null
18
471
9
2021-04-13 15:21:39.134960
Good
Yes
Rarely
House
725
1,166,478
36
Male
35,484
Married
3
Bachelor's
Employed
17.547267
Rural
Premium
2
9
781
1
2022-09-17 15:21:39.266452
Poor
Yes
Weekly
Condo
1,008
1,166,479
28
Female
6,938
Single
0
Bachelor's
Employed
22.246878
Rural
Premium
null
5
578
6
2020-09-11 15:21:39.128286
Average
No
Rarely
Condo
1,720
1,166,480
47
Male
52,738
Married
3
Master's
Unemployed
36.19481
Suburban
Basic
null
1
null
4
2022-03-25 15:21:39.245086
Good
Yes
Monthly
Apartment
130
1,166,481
38
Female
5,516
Divorced
3
PhD
Employed
15.164617
Urban
Basic
2
15
null
6
2023-01-07 15:21:39.228521
Poor
No
Daily
House
1,118
1,166,482
54
Female
25,962
Divorced
4
Master's
Employed
3.892691
Urban
Comprehensive
0
7
624
5
2021-12-03 15:21:39.093681
Poor
No
Weekly
Condo
151
1,166,483
41
Female
1,699
Divorced
null
High School
Employed
22.038201
Suburban
Comprehensive
2
6
688
5
2020-05-27 15:21:39.201446
Good
Yes
Weekly
House
1,705
1,166,484
52
Male
75,460
Single
null
PhD
Unemployed
12.816882
Suburban
Basic
2
8
370
2
2019-10-25 15:21:39.191219
Good
Yes
Weekly
Condo
1,247
1,166,485
22
Male
2,353
Divorced
4
PhD
Unemployed
41.382716
Urban
Comprehensive
0
13
313
3
2022-07-03 15:21:39.122134
Poor
No
Monthly
Condo
167
1,166,486
42
Male
8,966
Divorced
0
High School
Unemployed
30.638751
Rural
Premium
0
8
null
3
2020-12-20 15:21:39.091080
Poor
Yes
Monthly
Condo
1,769
1,166,487
42
Male
59,463
Married
0
Bachelor's
null
33.415476
Rural
Premium
1
2
348
8
2022-03-02 15:21:39.145732
Good
No
Weekly
Apartment
324
1,166,488
35
Male
25,683
Single
3
Bachelor's
Self-Employed
16.277727
Rural
Premium
1
10
638
8
2023-01-07 15:21:39.180553
Poor
No
Weekly
House
1,129
1,166,489
59
Female
39,881
Single
4
Bachelor's
Employed
30.91842
Urban
Basic
1
1
825
6
2021-11-15 15:21:39.173834
Poor
No
Rarely
House
1,755
1,166,490
58
Female
1,197
Married
4
PhD
Employed
27.72429
Rural
Basic
2
15
594
4
2021-11-18 15:21:39.092127
Average
No
Daily
Apartment
1,147
1,166,491
48
Male
468
Married
3
PhD
Unemployed
20.754633
Rural
Basic
0
13
348
7
2022-10-04 15:21:39.112553
Good
Yes
Daily
House
2,436
1,166,492
60
Male
11,933
Single
3
PhD
Employed
22.353749
Suburban
Comprehensive
2
11
null
5
2022-04-22 15:21:39.246098
null
Yes
Daily
House
1,442
1,166,493
20
Male
8,262
Married
3
Master's
Employed
12.930826
Suburban
Basic
1
16
615
2
2023-07-19 15:21:39.223901
Poor
No
Weekly
Condo
1,003
1,166,494
43
Female
113,453
Married
0
Master's
Employed
35.578634
Urban
Premium
0
11
562
5
2021-08-17 15:21:39.171102
Poor
Yes
Weekly
Apartment
336
1,166,495
62
Male
51,612
Single
4
Bachelor's
Self-Employed
26.914194
Rural
Comprehensive
0
16
434
5
2021-09-01 15:21:39.084065
Good
Yes
Monthly
Condo
882
1,166,496
41
Female
24,761
Divorced
3
Master's
Self-Employed
13.099587
Suburban
Basic
1
17
759
5
2021-11-21 15:21:39.080440
null
Yes
Weekly
House
632
1,166,497
26
Female
17,087
Married
2
Master's
null
23.936663
Suburban
Comprehensive
0
9
653
2
2022-07-16 15:21:39.283783
Poor
Yes
Weekly
House
551
1,166,498
41
Male
37,659
Married
null
Master's
null
18.828182
Urban
Premium
0
4
849
5
2019-11-18 15:21:39.251142
Poor
Yes
Weekly
Condo
581
1,166,499
61
Female
35,318
Married
2
Master's
Self-Employed
38.276701
Urban
Premium
1
6
408
7
2024-07-20 15:21:39.132191
Poor
No
Rarely
Condo
1,908