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
50,700
63
Male
4,407
Married
2
High School
Employed
20.498965
Rural
Premium
1
19
308
2
2023-05-11 15:21:39.274993
Good
Yes
Daily
Apartment
400
50,701
18
Male
3,718
Married
2
Bachelor's
Self-Employed
43.973233
Rural
Comprehensive
null
5
732
4
2023-08-09 15:21:39.237118
Average
Yes
Daily
Apartment
2,668
50,702
63
Male
88,905
Single
3
Master's
null
21.132788
Rural
Premium
null
4
328
1
2022-12-10 15:21:39.146733
Average
Yes
Rarely
House
2,698
50,703
null
Male
11,366
Married
1
Bachelor's
null
32.769831
Rural
Premium
null
12
737
9
2023-09-22 15:21:39.237118
Good
No
Daily
Condo
737
50,704
48
Female
18,297
Married
2
Bachelor's
Self-Employed
15.911867
Rural
Comprehensive
0
6
419
1
2020-10-14 15:21:39.111551
Poor
No
Weekly
House
1,472
50,705
30
Female
20,563
Single
1
PhD
null
10.671477
Urban
Premium
null
18
834
3
2023-03-08 15:21:39.164044
Poor
Yes
Monthly
Condo
546
50,706
34
Female
28,862
Married
1
Bachelor's
Employed
46.973205
Urban
Premium
null
18
733
1
2022-02-05 15:21:39.146733
Good
No
Weekly
Apartment
981
50,707
53
Female
81,829
Single
3
High School
Employed
null
Suburban
Premium
1
9
513
8
2023-02-05 15:21:39.223901
null
No
Monthly
Apartment
1,111
50,708
47
Female
27,401
Divorced
4
High School
null
23.482033
Rural
Premium
0
11
762
9
2020-12-10 15:21:39.209847
Good
No
Rarely
Apartment
1,245
50,709
57
Male
46,134
null
0
PhD
Employed
18.175526
Rural
Comprehensive
0
3
612
1
2019-09-07 15:21:39.082499
Good
No
Daily
Condo
1,135
50,710
64
Male
16,067
Divorced
2
High School
Unemployed
5.966697
Suburban
Basic
1
10
550
4
2020-11-09 15:21:39.187211
Poor
No
Daily
House
160
50,711
19
Male
34,074
Single
4
High School
Employed
37.834192
Suburban
Comprehensive
0
3
650
6
2024-02-24 15:21:39.104139
Poor
No
Daily
Condo
340
50,712
33
Male
45,970
Married
4
PhD
Employed
21.876301
Suburban
Premium
1
13
709
9
2021-07-02 15:21:39.254678
Good
Yes
Rarely
Condo
790
50,713
52
Male
29,084
Divorced
3
High School
Employed
26.564245
Urban
Comprehensive
2
8
null
9
2023-10-10 15:21:39.171102
Good
No
Rarely
Condo
87
50,714
30
Female
15,279
Married
1
PhD
Self-Employed
47.689976
Rural
Premium
null
5
330
6
2022-03-06 15:21:39.261856
Poor
Yes
Rarely
House
1,303
50,715
33
Male
27,383
Single
3
Master's
null
6.881513
Suburban
Premium
1
6
null
2
2024-05-04 15:21:39.259788
Poor
Yes
Weekly
House
1,422
50,716
44
Female
16,861
Single
3
Master's
Employed
6.988028
Rural
Premium
1
9
788
5
2023-01-06 15:21:39.198406
Good
Yes
Daily
House
2,327
50,717
19
Female
54,988
Single
0
PhD
Self-Employed
30.814687
Rural
Premium
0
3
314
3
2023-10-24 15:21:39.116179
Good
Yes
Rarely
House
1,224
50,718
54
Female
28,886
Married
2
PhD
Unemployed
12.332366
Urban
Basic
0
12
566
4
2021-05-08 15:21:39.207847
Good
Yes
Monthly
Apartment
659
50,719
19
Male
4,876
Divorced
1
PhD
null
51.30337
Suburban
Comprehensive
1
12
549
5
2020-04-07 15:21:39.155231
Good
No
Daily
Condo
1,286
50,720
19
Male
23,889
Married
2
Master's
Unemployed
37.816302
Suburban
Basic
2
9
649
1
2024-05-11 15:21:39.134960
Average
No
Rarely
House
762
50,721
24
Female
4,611
Divorced
1
High School
Self-Employed
24.397849
Rural
Premium
null
16
367
3
2021-10-14 15:21:39.186212
Average
No
Daily
Condo
910
50,722
19
Female
3,246
Divorced
1
Master's
Employed
18.03085
Suburban
Basic
1
4
null
9
2023-10-06 15:21:39.087123
Average
Yes
Monthly
Apartment
2,141
50,723
43
Male
16,009
Divorced
null
High School
null
27.484095
Urban
Comprehensive
null
16
569
1
2023-12-05 15:21:39.208842
Good
No
Daily
House
1,902
50,724
49
Male
43,771
Divorced
3
Bachelor's
Self-Employed
40.938798
Suburban
Comprehensive
null
14
694
2
2022-04-28 15:21:39.149731
Good
No
Weekly
House
1,045
50,725
62
Male
null
Married
3
High School
Unemployed
10.788649
Rural
Premium
0
19
823
4
2022-03-22 15:21:39.128286
Poor
Yes
Rarely
Apartment
280
50,726
28
Male
60,569
Married
null
High School
null
null
Rural
Premium
null
12
442
1
2021-03-04 15:21:39.237118
Average
Yes
Monthly
Condo
49
50,727
59
Female
132,065
Single
4
Bachelor's
Unemployed
51.232276
Urban
Comprehensive
1
14
845
1
2020-03-06 15:21:39.204790
Average
No
Rarely
House
150
50,728
38
Female
8,936
Married
4
PhD
Employed
16.580168
Suburban
Premium
1
4
554
5
2021-07-23 15:21:39.253660
Good
No
Monthly
House
956
50,729
55
Female
3,655
Single
null
Master's
Employed
23.948345
Rural
Comprehensive
3
16
842
9
2023-05-20 15:21:39.193945
Good
No
Rarely
Apartment
656
50,730
58
Male
10,505
Married
4
Bachelor's
Unemployed
16.177987
Suburban
Comprehensive
0
8
431
7
2022-01-10 15:21:39.086123
Poor
No
Rarely
Condo
254
50,731
61
Male
32,363
Married
0
PhD
Employed
9.812063
Urban
Premium
0
15
746
6
2022-11-29 15:21:39.211806
Good
Yes
Monthly
Apartment
1,453
50,732
45
Male
34,686
Divorced
2
High School
null
27.735125
Urban
Comprehensive
1
6
762
3
2024-01-23 15:21:39.207847
Average
Yes
Monthly
Condo
1,802
50,733
62
Female
17,114
Single
0
PhD
Employed
13.372371
Rural
Basic
3
7
725
3
2020-09-07 15:21:39.087123
null
Yes
Rarely
House
1,366
50,734
57
Male
15,141
Single
3
Master's
null
36.428631
Urban
Basic
3
12
584
7
2021-01-10 15:21:39.134960
Good
No
Daily
House
1,265
50,735
29
Female
43,624
Married
0
High School
Employed
16.471098
Urban
Comprehensive
null
1
488
8
2022-08-09 15:21:39.217387
Good
No
Weekly
House
598
50,736
36
Female
81,158
Single
3
High School
Employed
22.696067
Urban
Comprehensive
0
16
376
9
2023-06-27 15:21:39.172097
Poor
No
Weekly
House
1,434
50,737
30
Female
47,772
Divorced
2
Master's
Unemployed
6.979296
Suburban
Basic
0
14
320
7
2023-08-03 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,082
50,738
22
Male
18,031
Divorced
0
High School
null
27.292068
Suburban
Comprehensive
0
6
639
8
2019-08-20 15:21:39.082499
Poor
No
Weekly
House
652
50,739
57
Female
1,150
Single
4
Master's
null
39.53696
Urban
Basic
0
10
602
1
2024-01-22 15:21:39.107553
Average
Yes
Daily
Apartment
27
50,740
45
Female
37,393
Single
3
PhD
Employed
16.238502
Rural
Basic
3
1
null
9
2021-06-22 15:21:39.276901
Average
Yes
Daily
Apartment
526
50,741
62
Male
25,776
Single
2
Master's
Unemployed
30.53463
Rural
Comprehensive
1
14
629
2
2024-02-17 15:21:39.172097
Average
No
Daily
Condo
916
50,742
41
Female
5,737
Single
2
Master's
Employed
8.723965
Suburban
Comprehensive
0
19
571
1
2024-04-04 15:21:39.244069
Average
Yes
Monthly
House
1,271
50,743
22
Male
39,803
Divorced
3
Bachelor's
null
40.453769
Suburban
Premium
0
2
811
3
2021-04-03 15:21:39.124659
Poor
No
Weekly
House
150
50,744
19
Female
90,573
Single
2
High School
Unemployed
50.372655
Suburban
Premium
0
13
706
9
2024-04-26 15:21:39.282785
Good
No
Rarely
House
336
50,745
63
Male
487
Single
0
Master's
Employed
34.424439
Urban
Premium
2
16
467
4
2023-04-13 15:21:39.230483
Poor
No
Monthly
House
871
50,746
61
Male
12,999
Divorced
2
Master's
Employed
24.028869
Rural
Premium
2
7
609
9
2023-09-02 15:21:39.134960
Poor
No
Daily
House
672
50,747
63
Male
12,051
Divorced
4
Master's
Unemployed
15.564124
Suburban
Premium
1
7
673
1
2020-04-16 15:21:39.155231
Average
No
Rarely
House
1,383
50,748
59
Female
43,750
Divorced
2
High School
Employed
22.125715
Urban
Comprehensive
2
3
778
3
2021-06-19 15:21:39.265513
Poor
Yes
Weekly
Apartment
2,120
50,749
19
Female
14,857
Single
3
High School
Self-Employed
20.15332
Rural
Premium
0
1
334
2
2024-07-28 15:21:39.134960
Poor
No
Rarely
House
2,195
50,750
19
Male
34,221
Married
3
PhD
Unemployed
18.965642
Rural
Basic
0
15
null
1
2021-08-22 15:21:39.187211
Poor
No
Monthly
Condo
1,516
50,751
51
Male
17,290
Single
3
Bachelor's
null
null
Rural
Premium
0
14
676
5
2021-03-20 15:21:39.206847
Average
Yes
Monthly
Condo
1,092
50,752
38
Male
26,351
Married
0
High School
Self-Employed
45.788975
Rural
Basic
0
16
603
2
2020-11-08 15:21:39.274993
Average
No
Rarely
Condo
1,229
50,753
34
Female
5,169
Married
3
High School
Employed
33.394345
Suburban
Comprehensive
6
2
536
8
2021-08-19 15:21:39.150730
Poor
Yes
Weekly
House
1,385
50,754
59
Female
18,794
Divorced
0
High School
Self-Employed
18.29208
Suburban
Basic
1
4
761
5
2020-02-18 15:21:39.155231
Average
No
Rarely
Condo
709
50,755
49
Female
9,531
Married
null
Bachelor's
Self-Employed
27.173431
Suburban
Comprehensive
0
18
567
1
2022-04-16 15:21:39.128286
Good
Yes
Daily
Apartment
165
50,756
28
Male
18,053
Married
1
Master's
Unemployed
36.521508
Suburban
Comprehensive
1
14
null
7
2020-11-04 15:21:39.264504
Poor
No
Daily
Apartment
918
50,757
34
Male
66,763
Divorced
2
PhD
null
31.493622
Urban
Premium
3
12
775
4
2023-09-17 15:21:39.221386
null
No
Daily
Apartment
2,376
50,758
28
Female
50,646
Divorced
4
High School
Self-Employed
26.883663
Rural
Basic
null
12
360
7
2020-03-21 15:21:39.249100
Average
Yes
Monthly
Condo
22
50,759
51
Female
23,791
Divorced
2
High School
Self-Employed
35.934889
Suburban
Comprehensive
null
6
538
8
2022-05-17 15:21:39.134960
Average
No
Daily
House
833
50,760
25
Male
59,098
Single
0
High School
Self-Employed
22.886963
Suburban
Comprehensive
2
5
null
3
2019-11-02 15:21:39.082499
null
Yes
Daily
Condo
832
50,761
57
Male
82,402
Married
0
High School
Unemployed
40.836352
Suburban
Comprehensive
null
10
359
1
2020-03-01 15:21:39.144722
Good
No
Rarely
Apartment
197
50,762
39
Male
18,093
Married
null
PhD
null
33.122831
Suburban
Premium
1
18
537
4
2020-03-11 15:21:39.155231
Average
Yes
Weekly
Apartment
1,383
50,763
42
Female
51,556
Single
null
Master's
Self-Employed
21.240192
Urban
Basic
2
18
337
4
2023-04-11 15:21:39.134960
Poor
No
Daily
Condo
1,558
50,764
27
Female
17,885
Married
2
Bachelor's
Self-Employed
23.676714
Urban
Premium
null
0
484
8
2021-05-26 15:21:39.134960
Good
Yes
Rarely
Condo
595
50,765
53
Female
null
Married
4
Master's
Self-Employed
18.826555
Suburban
Premium
null
2
761
5
2020-08-22 15:21:39.134960
Poor
Yes
Monthly
Condo
188
50,766
56
Female
77,549
Single
0
PhD
Unemployed
17.908813
Urban
Premium
null
11
705
6
2021-04-08 15:21:39.168099
Poor
Yes
Daily
House
212
50,767
51
Male
101
Divorced
3
Bachelor's
Employed
47.839373
Urban
Premium
1
13
737
4
2023-02-03 15:21:39.260856
Good
Yes
Daily
Apartment
693
50,768
43
Female
10,182
null
1
Bachelor's
null
32.451613
Suburban
Comprehensive
0
12
638
3
2022-11-17 15:21:39.272456
Average
No
Monthly
Condo
439
50,769
52
Male
33,901
Divorced
1
Bachelor's
Self-Employed
6.848965
Urban
Basic
null
14
582
3
2024-07-16 15:21:39.172097
Good
Yes
Monthly
House
1,335
50,770
61
Female
1,809
null
1
Bachelor's
Self-Employed
13.171046
Urban
Premium
null
13
null
8
2020-11-04 15:21:39.288099
Good
No
Rarely
House
1,821
50,771
48
Female
4,909
Single
0
Master's
Employed
4.477826
Suburban
Comprehensive
0
0
641
1
2022-08-30 15:21:39.187211
null
No
Rarely
Apartment
663
50,772
49
Male
2,833
Married
1
High School
Unemployed
31.826141
Rural
Basic
1
11
713
2
2024-05-28 15:21:39.237118
Average
Yes
Rarely
House
2,098
50,773
23
Male
7,380
Married
4
Bachelor's
Self-Employed
29.878598
Rural
Comprehensive
1
2
767
1
2020-01-30 15:21:39.149731
Good
No
Monthly
Condo
930
50,774
41
Male
30,991
Single
1
PhD
Self-Employed
15.811897
Rural
Basic
3
0
null
9
2022-02-07 15:21:39.208842
Average
Yes
Weekly
Apartment
1,194
50,775
56
Female
20,428
Divorced
0
PhD
Unemployed
47.965472
Suburban
Premium
null
11
751
2
2023-01-25 15:21:39.222387
Poor
Yes
Rarely
House
762
50,776
64
Female
17,359
Divorced
3
PhD
Unemployed
null
Suburban
Comprehensive
0
15
668
6
2024-01-25 15:21:39.155231
null
No
Rarely
Apartment
1,261
50,777
55
Male
15,761
Single
4
High School
Self-Employed
26.739117
Rural
Premium
0
9
741
1
2023-03-21 15:21:39.248098
Average
Yes
Rarely
Condo
855
50,778
29
Female
5,839
Married
1
PhD
null
32.661977
Suburban
Comprehensive
0
19
755
2
2023-05-20 15:21:39.202448
Average
No
Weekly
House
235
50,779
45
Male
5,512
Divorced
1
High School
null
21.564223
Urban
Premium
null
3
587
9
2019-09-13 15:21:39.155231
Good
Yes
Rarely
Condo
2,347
50,780
49
Male
24,706
Single
0
Bachelor's
Employed
null
Suburban
Basic
1
19
623
7
2023-11-28 15:21:39.090124
Poor
Yes
Rarely
Apartment
3,274
50,781
39
Female
37,214
Divorced
0
Master's
Unemployed
13.006462
Rural
Premium
0
8
820
7
2023-08-25 15:21:39.214388
null
Yes
Rarely
Condo
1,334
50,782
35
Male
7,843
Single
3
PhD
null
19.912495
Rural
Comprehensive
0
13
774
4
2020-05-29 15:21:39.180553
Average
No
Monthly
House
783
50,783
63
Female
24,891
Divorced
4
High School
Employed
12.873249
Rural
Basic
null
7
653
8
2019-12-31 15:21:39.250151
Poor
No
Weekly
Apartment
1,298
50,784
51
Male
2,098
Single
4
High School
Unemployed
13.913157
Urban
Premium
3
14
516
2
2023-08-23 15:21:39.084065
Good
No
Daily
Apartment
494
50,785
28
Female
24,562
Single
null
Master's
null
8.057033
Suburban
Basic
null
14
577
1
2021-01-19 15:21:39.091080
Average
No
Weekly
Apartment
1,703
50,786
43
Female
null
Married
4
PhD
null
34.85789
Rural
Premium
0
12
559
1
2022-11-13 15:21:39.171102
Poor
Yes
Weekly
Condo
203
50,787
26
Female
18,476
Married
3
Bachelor's
Unemployed
7.352509
Suburban
Premium
null
4
null
8
2024-04-17 15:21:39.255696
Average
Yes
Rarely
House
1,732
50,788
44
Female
29,593
Divorced
0
PhD
Self-Employed
19.486435
Urban
Basic
1
12
487
7
2022-08-15 15:21:39.144722
Poor
Yes
Weekly
House
1,556
50,789
60
Male
3,795
Divorced
null
Master's
Self-Employed
26.584634
Suburban
Premium
0
1
461
2
2021-07-14 15:21:39.134960
Poor
No
Monthly
Apartment
35
50,790
48
Male
26,207
Single
3
Bachelor's
Unemployed
39.292042
Rural
Premium
0
5
834
6
2023-01-26 15:21:39.146733
Average
No
Daily
Apartment
1,251
50,791
36
Female
5,839
Single
2
High School
null
35.904345
Urban
Basic
1
11
671
7
2022-06-05 15:21:39.155231
Average
No
Monthly
Apartment
642
50,792
54
Male
68,800
null
2
Bachelor's
Unemployed
25.756669
Rural
Comprehensive
1
7
562
1
2020-02-23 15:21:39.205850
Average
Yes
Rarely
House
25
50,793
22
Male
41,373
Single
1
Master's
null
11.883387
Rural
Basic
null
3
351
3
2022-11-19 15:21:39.128286
Poor
No
Monthly
Condo
727
50,794
58
Female
118,939
Divorced
1
High School
Unemployed
28.365848
Urban
Comprehensive
2
12
557
2
2021-03-31 15:21:39.202448
null
Yes
Monthly
Condo
919
50,795
59
Male
46,300
Single
2
High School
null
18.9653
Urban
Basic
1
17
528
9
2021-07-05 15:21:39.231531
Poor
Yes
Monthly
Apartment
1,209
50,796
42
Female
71,742
Married
1
PhD
Self-Employed
28.942246
Rural
Comprehensive
1
7
691
7
2022-01-14 15:21:39.086123
Good
Yes
Weekly
Apartment
112
50,797
55
Female
14,084
Divorced
1
High School
Employed
27.88481
Rural
Comprehensive
2
15
null
6
2023-07-26 15:21:39.210805
Poor
Yes
Daily
Condo
1,784
50,798
30
Female
16,194
Married
4
High School
Self-Employed
28.253521
Urban
Premium
1
17
810
8
2019-12-04 15:21:39.114118
Good
Yes
Daily
Condo
1,241
50,799
54
Female
61,431
Single
0
Bachelor's
Unemployed
25.262447
Rural
Premium
0
19
327
9
2023-10-21 15:21:39.237118
Average
Yes
Monthly
House
675