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
44,600
38
Female
13,983
Single
2
PhD
null
19.724083
Suburban
Basic
1
10
744
6
2023-10-27 15:21:39.155231
Poor
Yes
Daily
House
588
44,601
19
Male
45,907
Single
3
High School
Employed
14.988355
Suburban
Comprehensive
0
18
null
8
2021-05-06 15:21:39.182597
Average
Yes
Weekly
Condo
2,391
44,602
38
Male
70,538
Divorced
1
Bachelor's
Unemployed
25.722283
Urban
Comprehensive
1
13
469
1
2023-04-16 15:21:39.114118
null
Yes
Monthly
House
860
44,603
57
Female
78,851
Single
2
Bachelor's
Employed
28.782735
Rural
Basic
1
6
374
2
2023-09-22 15:21:39.091080
Poor
Yes
Monthly
House
141
44,604
49
Male
92,627
Divorced
2
Master's
Employed
22.121256
Urban
Premium
1
7
841
5
2024-01-01 15:21:39.134960
null
No
Weekly
Apartment
2,687
44,605
62
Male
1,210
Single
null
Bachelor's
Self-Employed
26.973121
Rural
Basic
2
11
558
3
2022-07-25 15:21:39.179186
Poor
No
Daily
Condo
1,861
44,606
18
Male
53,815
Married
2
Bachelor's
Self-Employed
38.282713
Rural
Comprehensive
2
7
400
2
2021-01-31 15:21:39.155231
Good
Yes
Rarely
House
1,109
44,607
null
Female
1,544
Divorced
3
Bachelor's
null
23.61633
Urban
Basic
1
6
710
2
2022-06-20 15:21:39.237066
Good
No
Monthly
Condo
2,259
44,608
50
Male
38,245
Single
4
Master's
null
22.291212
Urban
Comprehensive
null
10
378
2
2021-01-29 15:21:39.276901
Average
Yes
Rarely
House
2,901
44,609
29
Male
42,905
Divorced
3
PhD
Employed
20.927574
Suburban
Basic
1
3
553
1
2022-03-16 15:21:39.155231
Poor
No
Monthly
House
385
44,610
56
Male
142,386
Divorced
1
High School
Unemployed
11.052046
Suburban
Premium
1
15
328
3
2021-08-19 15:21:39.134960
Average
No
Weekly
Condo
772
44,611
23
Female
13,652
Single
2
High School
null
19.611442
Urban
Basic
1
11
744
7
2022-12-24 15:21:39.194829
Poor
Yes
Weekly
Condo
2,212
44,612
50
Male
10,299
Married
4
High School
Unemployed
22.607543
Rural
Comprehensive
0
13
649
7
2024-08-11 15:21:39.220389
Poor
No
Daily
House
992
44,613
30
Female
93,184
Married
3
Master's
Unemployed
10.56912
Urban
Premium
3
15
427
8
2023-03-15 15:21:39.134960
Poor
Yes
Weekly
Condo
195
44,614
56
Male
35,227
Divorced
2
Master's
null
31.492321
Rural
Comprehensive
0
15
null
9
2021-11-01 15:21:39.182597
Poor
Yes
Rarely
Apartment
735
44,615
29
Female
102,636
Single
4
Bachelor's
Unemployed
49.203763
Rural
Comprehensive
2
18
743
4
2019-10-04 15:21:39.208842
Good
No
Daily
House
302
44,616
27
Male
20,489
Married
1
Master's
null
37.691707
Urban
Premium
1
8
674
8
2022-07-12 15:21:39.187211
null
No
Weekly
Condo
1,489
44,617
40
Female
116,493
Divorced
0
Bachelor's
null
null
Rural
Premium
4
14
628
3
2023-05-20 15:21:39.252145
Good
Yes
Daily
House
657
44,618
58
Female
29,076
Single
4
Bachelor's
Employed
38.148925
Urban
Premium
null
11
551
3
2023-04-02 15:21:39.166062
Average
Yes
Daily
House
659
44,619
49
Female
62,649
Divorced
2
Bachelor's
Self-Employed
51.253888
Rural
Premium
1
8
415
8
2021-02-09 15:21:39.132191
Poor
Yes
Monthly
Apartment
1,687
44,620
62
Female
2,412
null
4
PhD
Self-Employed
38.009412
Rural
Basic
2
12
461
3
2021-05-29 15:21:39.171102
Average
No
Daily
Apartment
1,404
44,621
38
Male
14,084
Married
3
Master's
Self-Employed
17.011544
Suburban
Basic
null
13
681
4
2022-06-14 15:21:39.254678
Average
Yes
Daily
Condo
918
44,622
18
Male
12,097
Single
0
Bachelor's
Self-Employed
42.977801
Rural
Premium
null
12
740
9
2021-07-31 15:21:39.085129
Good
Yes
Weekly
House
614
44,623
40
Male
6,964
Single
0
Bachelor's
null
22.397876
Suburban
Comprehensive
0
13
716
9
2023-12-08 15:21:39.134960
Average
No
Rarely
Condo
1,098
44,624
34
Female
63,944
Divorced
2
High School
null
7.249023
Suburban
Comprehensive
1
18
506
7
2019-10-02 15:21:39.092127
Good
No
Monthly
Condo
3,111
44,625
59
Female
4,431
Divorced
2
Bachelor's
Self-Employed
23.140544
Rural
Basic
null
11
746
6
2021-08-23 15:21:39.169102
Poor
No
Weekly
House
2,735
44,626
47
Female
5,942
Single
3
Master's
Self-Employed
45.06114
Rural
Comprehensive
0
19
635
5
2024-08-01 15:21:39.105192
Average
No
Weekly
Condo
568
44,627
26
Male
20,683
Single
null
High School
Self-Employed
15.732168
Suburban
Basic
0
10
461
1
2020-01-26 15:21:39.102694
Average
No
Monthly
Condo
1,238
44,628
64
Female
24,114
Married
null
PhD
Employed
13.692837
Suburban
Premium
2
2
682
6
2021-03-10 15:21:39.106582
Good
Yes
Rarely
Apartment
81
44,629
51
Female
18,560
Divorced
2
Bachelor's
Self-Employed
17.868842
Urban
Premium
null
10
443
7
2021-11-21 15:21:39.287115
Good
No
Weekly
Apartment
1,364
44,630
61
Female
24,401
Divorced
4
Bachelor's
null
14.513427
Suburban
Comprehensive
0
5
613
4
2023-01-03 15:21:39.096739
Average
Yes
Weekly
Apartment
647
44,631
46
Female
2,589
Single
1
High School
Unemployed
38.834409
Urban
Basic
0
19
472
5
2020-12-02 15:21:39.282785
Average
No
Daily
House
1,827
44,632
47
Female
14,983
Single
null
PhD
Unemployed
43.149769
Rural
Basic
null
19
677
5
2023-09-23 15:21:39.236064
Average
Yes
Monthly
Condo
2,347
44,633
48
Male
42,296
Divorced
null
Master's
Self-Employed
17.294064
Rural
Premium
2
7
781
2
2020-08-13 15:21:39.146733
Average
No
Monthly
House
2,251
44,634
51
Female
122,983
Single
4
PhD
Unemployed
23.859107
Rural
Comprehensive
0
0
null
4
2021-06-05 15:21:39.132191
Good
Yes
Rarely
Condo
100
44,635
37
Female
8,878
Divorced
2
Bachelor's
Employed
33.392667
Rural
Basic
null
11
625
4
2020-06-20 15:21:39.237118
Poor
Yes
Weekly
Apartment
715
44,636
53
Female
29,685
Married
null
Bachelor's
Unemployed
16.817139
Urban
Premium
1
3
782
3
2023-09-30 15:21:39.256696
Poor
Yes
Daily
Apartment
380
44,637
37
Male
8,578
Married
null
PhD
Self-Employed
22.51174
Urban
Comprehensive
2
10
361
7
2019-11-08 15:21:39.100695
Poor
Yes
Daily
Apartment
1,110
44,638
23
Female
17,175
Divorced
1
High School
Unemployed
45.780076
Suburban
Basic
1
10
543
7
2023-03-29 15:21:39.103944
Good
No
Rarely
House
2,674
44,639
27
Male
null
Single
4
Master's
null
15.664464
Rural
Basic
0
15
318
5
2022-05-28 15:21:39.175719
Poor
Yes
Daily
House
1,023
44,640
30
Female
18,094
Married
2
PhD
Self-Employed
34.172668
Rural
Premium
2
16
null
9
2024-02-14 15:21:39.084065
Good
Yes
Rarely
Condo
1,060
44,641
64
Male
4,923
Single
0
Bachelor's
Self-Employed
16.854342
Rural
Comprehensive
null
15
504
2
2021-11-13 15:21:39.120168
Poor
Yes
Monthly
Condo
370
44,642
48
Female
24,997
Married
0
High School
null
24.232523
Urban
Basic
1
13
787
9
2024-03-02 15:21:39.134960
Good
Yes
Weekly
Apartment
1,750
44,643
30
Female
43,463
Single
2
Master's
Self-Employed
27.986544
Urban
Basic
null
6
677
1
2022-12-28 15:21:39.090124
Good
No
Daily
Condo
522
44,644
50
Female
24,984
Single
1
PhD
null
27.828894
Suburban
Premium
1
14
497
7
2022-05-06 15:21:39.134960
Poor
Yes
Monthly
Condo
991
44,645
20
Female
14,965
Single
2
PhD
Employed
4.353392
Suburban
Premium
null
6
580
1
2022-09-28 15:21:39.220389
null
No
Daily
Condo
256
44,646
57
Female
1,540
Married
1
PhD
Self-Employed
48.945586
Urban
Premium
null
11
712
2
2023-08-29 15:21:39.237118
Average
No
Daily
House
111
44,647
54
Female
27,114
Married
3
High School
null
32.836972
Rural
Comprehensive
null
1
463
9
2021-03-11 15:21:39.237118
Average
Yes
Rarely
House
1,172
44,648
37
Male
11,467
Single
4
Master's
null
8.473953
Urban
Basic
2
0
715
2
2021-07-04 15:21:39.095696
Good
No
Weekly
Apartment
1,752
44,649
59
Male
10,863
Single
3
Bachelor's
Unemployed
24.817095
Rural
Comprehensive
1
18
554
5
2022-08-04 15:21:39.155231
Average
No
Rarely
House
998
44,650
37
Male
6,817
Divorced
3
High School
Self-Employed
12.049158
Rural
Premium
2
18
566
3
2022-04-16 15:21:39.252145
Good
Yes
Weekly
Apartment
843
44,651
59
Female
7,077
Single
null
Bachelor's
Self-Employed
23.660623
Urban
Comprehensive
0
15
642
9
2022-10-17 15:21:39.095696
Good
No
Daily
Condo
1,176
44,652
30
Female
28,886
Married
0
Bachelor's
Employed
38.837285
Suburban
Basic
1
5
818
6
2022-08-04 15:21:39.146733
Good
No
Weekly
House
607
44,653
53
Male
28,897
Married
3
Bachelor's
Unemployed
36.883811
Urban
Premium
1
17
693
5
2021-07-12 15:21:39.224915
null
Yes
Rarely
House
535
44,654
25
Male
23,013
Single
2
Master's
Employed
10.519597
Rural
Comprehensive
2
18
841
3
2024-04-29 15:21:39.174719
Average
No
Rarely
Apartment
1,434
44,655
60
Male
56,724
Single
4
Bachelor's
Unemployed
null
Urban
Comprehensive
2
19
493
6
2020-02-11 15:21:39.223901
Average
Yes
Weekly
Condo
735
44,656
40
Female
136,445
Divorced
4
PhD
Unemployed
14.484479
Rural
Premium
1
13
438
7
2021-06-23 15:21:39.084065
Poor
Yes
Rarely
Apartment
861
44,657
51
Female
30,004
Divorced
1
Master's
null
7.534644
Suburban
Basic
null
19
789
7
2020-10-04 15:21:39.134960
Poor
Yes
Monthly
House
907
44,658
59
Male
748
Single
4
High School
Employed
18.270565
Urban
Basic
0
16
758
5
2020-11-17 15:21:39.155231
Good
Yes
Rarely
Condo
394
44,659
22
Female
4,825
Divorced
1
PhD
Self-Employed
16.73821
Rural
Comprehensive
0
0
434
5
2021-02-15 15:21:39.172097
Good
No
Daily
Apartment
585
44,660
20
Female
17,155
Single
0
PhD
Self-Employed
3.803653
Rural
Premium
2
4
604
6
2024-03-30 15:21:39.283783
null
Yes
Weekly
House
543
44,661
37
Female
40,354
Divorced
2
Master's
Unemployed
29.769758
Suburban
Basic
null
3
441
7
2020-12-01 15:21:39.247098
Good
Yes
Daily
Condo
778
44,662
24
Female
35,017
Divorced
3
PhD
Employed
35.59897
Urban
Basic
null
8
516
4
2022-09-29 15:21:39.134960
Good
No
Weekly
Condo
1,021
44,663
42
Male
15,107
Divorced
null
PhD
Employed
8.131194
Urban
Premium
0
7
null
8
2022-05-04 15:21:39.155231
Average
Yes
Weekly
House
685
44,664
62
Female
25,148
Divorced
4
PhD
Unemployed
21.007077
Suburban
Premium
null
14
310
3
2019-09-28 15:21:39.290098
Average
No
Weekly
Apartment
703
44,665
39
Male
66,814
Single
0
PhD
Unemployed
null
Urban
Comprehensive
0
16
472
1
2020-11-28 15:21:39.192212
Good
Yes
Rarely
Condo
1,662
44,666
31
Male
53,555
Married
3
PhD
null
null
Urban
Premium
1
17
null
3
2020-06-03 15:21:39.251142
Good
Yes
Daily
Condo
110
44,667
35
Female
1,510
Single
null
High School
Unemployed
23.958693
Suburban
Basic
null
12
746
1
2023-08-11 15:21:39.102694
Good
Yes
Weekly
Condo
2,884
44,668
50
Female
25,863
Divorced
2
PhD
null
47.343009
Suburban
Premium
null
19
362
1
2020-08-20 15:21:39.228521
Good
Yes
Daily
Condo
1,328
44,669
36
Female
4,624
Single
4
PhD
Employed
39.084037
Urban
Premium
1
6
690
8
2023-08-21 15:21:39.204790
Average
Yes
Weekly
Apartment
150
44,670
40
Male
6,051
Married
null
Master's
null
19.709549
Suburban
Premium
null
5
563
8
2021-11-24 15:21:39.274993
Average
No
Rarely
Condo
175
44,671
18
Male
6,866
null
null
PhD
Employed
3.982706
Urban
Comprehensive
0
16
829
6
2023-11-24 15:21:39.228521
Average
Yes
Rarely
Condo
1,325
44,672
62
Male
17,982
Married
3
PhD
Employed
10.775028
Urban
Premium
2
16
685
6
2020-02-01 15:21:39.225916
Poor
Yes
Rarely
Apartment
1,370
44,673
29
Female
5,817
Single
1
Master's
Self-Employed
25.993132
Rural
Comprehensive
1
14
564
4
2023-01-20 15:21:39.155231
Average
Yes
Weekly
Condo
118
44,674
18
Female
5,907
Single
4
High School
Self-Employed
31.6811
Urban
Comprehensive
1
9
434
1
2020-10-13 15:21:39.220389
Poor
Yes
Weekly
Apartment
471
44,675
23
Male
18,101
Divorced
4
Master's
Unemployed
18.425923
Urban
Premium
null
19
495
1
2023-11-04 15:21:39.134960
Poor
No
Weekly
House
925
44,676
25
Male
23,203
Single
3
Bachelor's
Unemployed
29.457059
Suburban
Premium
1
18
308
7
2024-02-05 15:21:39.175719
Good
No
Weekly
Apartment
2,714
44,677
26
Male
11,613
Single
3
Bachelor's
Unemployed
28.29777
Suburban
Premium
1
1
658
3
2021-04-04 15:21:39.124659
Poor
No
Monthly
Condo
130
44,678
21
Female
95,945
Divorced
4
Bachelor's
Unemployed
11.883419
Rural
Premium
3
17
391
3
2019-10-30 15:21:39.194829
Poor
Yes
Weekly
Condo
916
44,679
19
Male
49,500
Married
2
Master's
null
37.746142
Suburban
Basic
2
1
548
3
2021-10-14 15:21:39.225916
Good
Yes
Daily
House
2,556
44,680
64
Female
9,072
Married
3
Bachelor's
Employed
30.362674
Suburban
Basic
1
7
684
9
2024-01-15 15:21:39.237118
Average
Yes
Daily
Apartment
807
44,681
41
Female
25,168
Divorced
0
PhD
Self-Employed
17.924643
Urban
Comprehensive
0
10
656
2
2021-05-19 15:21:39.134960
Poor
No
Weekly
Apartment
508
44,682
43
Male
9,568
Divorced
2
High School
Employed
31.276857
Rural
Basic
1
7
518
5
2021-07-28 15:21:39.283783
Average
No
Weekly
Condo
2,540
44,683
41
Female
77,890
Married
3
Bachelor's
null
17.527779
Urban
Premium
2
3
727
2
2024-01-15 15:21:39.088124
Average
Yes
Daily
Apartment
2,255
44,684
18
Female
35,791
Single
3
PhD
Self-Employed
45.273962
Suburban
Basic
1
8
463
2
2019-09-07 15:21:39.106582
Average
Yes
Rarely
Apartment
324
44,685
24
Male
58,960
Divorced
0
Bachelor's
Self-Employed
45.2349
Suburban
Basic
1
2
718
2
2023-03-31 15:21:39.223901
Poor
Yes
Rarely
Condo
365
44,686
52
Female
57,080
Married
2
Bachelor's
Self-Employed
41.084934
Rural
Basic
2
7
601
3
2020-07-11 15:21:39.134960
Poor
No
Monthly
House
87
44,687
41
Male
1,420
null
2
Bachelor's
null
45.003959
Rural
Premium
2
5
749
7
2020-01-21 15:21:39.155231
Average
No
Rarely
Apartment
816
44,688
54
Female
24,351
Married
4
Master's
null
49.165068
Suburban
Premium
2
7
502
7
2021-05-06 15:21:39.134960
Good
Yes
Daily
House
446
44,689
22
Male
25,693
Single
null
Bachelor's
Employed
12.456537
Suburban
Comprehensive
null
12
329
9
2023-03-05 15:21:39.174719
Average
Yes
Daily
House
802
44,690
49
Male
6,923
Divorced
1
Bachelor's
Employed
22.534706
Urban
Comprehensive
null
16
323
6
2020-08-13 15:21:39.189223
Average
No
Monthly
Apartment
1,431
44,691
23
Male
59,490
Divorced
1
Bachelor's
Unemployed
22.492596
Rural
Comprehensive
1
4
null
9
2019-09-04 15:21:39.166062
Poor
Yes
Daily
House
159
44,692
58
Male
34,177
Divorced
1
Bachelor's
Self-Employed
4.282769
Urban
Premium
null
15
530
1
2021-11-07 15:21:39.271453
Poor
Yes
Daily
Condo
795
44,693
47
Female
39,451
Single
4
Bachelor's
Unemployed
45.664158
Urban
Premium
2
9
718
6
2020-01-20 15:21:39.098696
Average
Yes
Monthly
Condo
2,212
44,694
42
Male
18,047
Married
1
PhD
Employed
20.440023
Rural
Comprehensive
null
16
529
5
2022-07-09 15:21:39.251142
Poor
Yes
Daily
Condo
2,302
44,695
null
Male
35,297
Married
0
PhD
Self-Employed
14.826006
Suburban
Comprehensive
1
1
594
9
2021-05-03 15:21:39.172097
Poor
Yes
Rarely
Condo
1,570
44,696
23
Male
87,073
Divorced
3
PhD
Unemployed
36.086259
Suburban
Comprehensive
1
3
391
7
2020-07-30 15:21:39.144722
Poor
No
Monthly
House
837
44,697
29
Female
36,759
Married
4
Master's
null
10.933761
Suburban
Basic
0
8
554
7
2021-04-07 15:21:39.134960
Average
No
Rarely
Condo
572
44,698
35
Male
5,509
Married
0
Master's
Self-Employed
27.184805
Rural
Premium
0
16
471
1
2023-05-06 15:21:39.100695
Average
Yes
Rarely
Condo
471
44,699
52
Female
2,628
Married
0
PhD
null
36.170007
Urban
Comprehensive
null
2
757
1
2021-05-03 15:21:39.274993
Average
Yes
Daily
Apartment
29