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
1,198,600
43
Female
27,478
Single
1
PhD
null
40.638171
Urban
Premium
1
7
393
3
2023-06-29 15:21:39.085129
Average
No
Daily
Condo
1,767
1,198,601
28
Male
3,322
Single
4
Bachelor's
Unemployed
46.752123
Urban
Comprehensive
null
19
480
3
2023-05-31 15:21:39.272456
Poor
No
Daily
House
1,411
1,198,602
33
Female
712
Divorced
3
Bachelor's
Unemployed
null
Suburban
Comprehensive
null
2
565
8
2024-04-04 15:21:39.181605
Average
Yes
Daily
Condo
489
1,198,603
29
Male
44,925
Divorced
2
Bachelor's
Unemployed
29.823105
Rural
Premium
1
17
642
8
2020-03-18 15:21:39.170099
Poor
No
Monthly
Condo
147
1,198,604
null
Male
868
Single
0
Bachelor's
Unemployed
29.999865
Urban
Comprehensive
null
16
339
5
2022-01-28 15:21:39.148733
Good
No
Weekly
Condo
70
1,198,605
64
Male
16,054
Married
0
Master's
Self-Employed
37.156946
Rural
Premium
0
0
589
9
2023-10-05 15:21:39.231531
Average
No
Rarely
Condo
992
1,198,606
28
Male
928
Married
0
PhD
null
38.867667
Urban
Premium
2
6
637
1
2020-11-17 15:21:39.155231
Average
No
Weekly
House
1,416
1,198,607
51
Female
57,460
Married
3
High School
Employed
15.827875
Urban
Premium
0
11
602
2
2024-06-06 15:21:39.197445
Average
No
Weekly
House
411
1,198,608
59
Female
3,748
Single
1
High School
null
3.154911
Suburban
Comprehensive
2
5
null
8
2021-05-24 15:21:39.237118
Good
No
Rarely
Apartment
2,786
1,198,609
37
Female
9,071
Married
2
Master's
null
26.537733
Urban
Basic
null
12
716
5
2023-09-21 15:21:39.194829
Good
Yes
Daily
House
1,668
1,198,610
27
Female
577
Single
4
High School
null
null
Suburban
Basic
0
16
null
4
2021-05-09 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,252
1,198,611
52
Male
91,429
Married
1
Bachelor's
Employed
null
Urban
Basic
1
6
581
4
2022-02-12 15:21:39.122134
Good
No
Weekly
Apartment
2,056
1,198,612
60
Male
1,250
Divorced
4
High School
Unemployed
null
Urban
Basic
1
13
734
9
2020-11-17 15:21:39.130190
Poor
No
Rarely
Condo
618
1,198,613
58
Male
24,706
Married
1
High School
Unemployed
7.384488
Urban
Comprehensive
1
15
471
6
2019-09-03 15:21:39.152732
Poor
Yes
Monthly
House
453
1,198,614
48
Male
null
Single
3
High School
Unemployed
20.749501
Rural
Basic
null
9
763
6
2023-05-09 15:21:39.279729
Good
No
Rarely
Apartment
48
1,198,615
64
Female
44,743
Married
2
Bachelor's
Self-Employed
21.374624
Suburban
Basic
0
1
626
4
2023-12-06 15:21:39.134960
Good
Yes
Monthly
House
1,613
1,198,616
34
Male
37,374
Single
2
Master's
null
42.734348
Urban
Basic
0
0
558
7
2021-03-09 15:21:39.274993
Poor
No
Daily
House
548
1,198,617
22
Male
2,912
Married
2
Bachelor's
Self-Employed
17.328322
Rural
Comprehensive
0
11
481
6
2022-10-10 15:21:39.286113
Average
No
Rarely
Condo
1,102
1,198,618
49
Male
35,178
Single
4
Master's
Unemployed
44.876256
Urban
Comprehensive
2
11
527
2
2024-07-14 15:21:39.273973
Average
Yes
Daily
House
583
1,198,619
55
Female
9,074
Married
3
High School
Unemployed
11.08993
Urban
Comprehensive
null
13
543
6
2023-10-18 15:21:39.192212
Good
No
Monthly
House
411
1,198,620
26
Male
30,226
Single
0
PhD
null
13.354839
Suburban
Comprehensive
0
6
721
4
2021-10-17 15:21:39.237118
Good
No
Weekly
Condo
925
1,198,621
36
Male
5,115
Divorced
3
High School
Self-Employed
23.947371
Urban
Comprehensive
0
2
336
1
2021-09-19 15:21:39.255696
Average
Yes
Monthly
Apartment
2,772
1,198,622
50
Male
29,230
Single
0
PhD
null
30.145868
Suburban
Comprehensive
null
0
822
1
2023-09-24 15:21:39.237118
Average
No
Daily
Apartment
20
1,198,623
58
Female
19,557
Divorced
3
Bachelor's
null
33.368766
Urban
Comprehensive
1
3
626
4
2022-04-25 15:21:39.180553
Good
No
Monthly
House
699
1,198,624
47
Male
15,123
Married
3
PhD
Unemployed
25.539703
Suburban
Comprehensive
null
0
638
9
2019-12-25 15:21:39.256696
Poor
Yes
Monthly
Condo
714
1,198,625
24
Male
37,663
Single
1
High School
Employed
15.865817
Suburban
Premium
2
15
null
3
2023-10-24 15:21:39.176717
Poor
No
Daily
Condo
735
1,198,626
31
Male
50,895
Divorced
0
Master's
Unemployed
32.858231
Rural
Basic
1
4
null
9
2019-10-31 15:21:39.282785
null
Yes
Monthly
Apartment
2,392
1,198,627
39
Male
33,247
Single
4
PhD
Unemployed
28.448085
Urban
Premium
null
1
590
3
2021-06-02 15:21:39.089116
Poor
Yes
Rarely
Condo
1,176
1,198,628
33
Female
53,760
Divorced
0
Bachelor's
Employed
26.651424
Suburban
Basic
null
18
318
1
2023-04-01 15:21:39.203442
Good
No
Weekly
Condo
1,554
1,198,629
26
Female
120,466
Single
3
PhD
Self-Employed
22.837863
Rural
Basic
3
3
null
1
2022-12-22 15:21:39.111551
Poor
No
Monthly
Apartment
50
1,198,630
24
Female
56,962
Married
3
High School
Unemployed
39.937188
Rural
Comprehensive
1
6
456
2
2020-06-09 15:21:39.155231
Good
Yes
Monthly
Condo
882
1,198,631
42
Female
5,161
Divorced
3
PhD
Unemployed
50.857962
Urban
Basic
2
11
330
5
2024-06-04 15:21:39.151732
Average
No
Daily
Condo
498
1,198,632
28
Female
14,378
Single
1
PhD
null
48.458646
Urban
Comprehensive
2
8
663
5
2022-04-02 15:21:39.168099
Poor
Yes
Rarely
House
1,088
1,198,633
22
Female
43,961
Married
4
High School
Self-Employed
6.788133
Urban
Premium
null
0
833
2
2023-08-07 15:21:39.155231
Good
No
Daily
House
2,548
1,198,634
32
Male
18,992
Divorced
4
PhD
Self-Employed
9.958195
Urban
Comprehensive
null
17
605
1
2020-06-23 15:21:39.205850
Good
No
Weekly
Condo
2,108
1,198,635
27
Female
46,448
Divorced
0
High School
Employed
14.166798
Rural
Premium
2
13
709
3
2022-05-19 15:21:39.155231
Average
No
Rarely
Apartment
3,279
1,198,636
61
Female
1,199
Divorced
4
Bachelor's
Unemployed
17.591978
Rural
Basic
0
10
674
5
2021-01-02 15:21:39.290098
null
No
Rarely
Apartment
2,423
1,198,637
30
Female
61,230
Single
4
PhD
Employed
24.3356
Urban
Premium
null
4
473
8
2020-09-09 15:21:39.237118
Good
No
Daily
House
3,102
1,198,638
35
Female
17,015
Single
1
PhD
Self-Employed
null
Suburban
Premium
null
18
709
3
2023-04-13 15:21:39.155231
Good
Yes
Daily
Condo
1,636
1,198,639
57
Male
64,749
Divorced
1
Master's
Unemployed
12.013567
Urban
Comprehensive
1
9
308
6
2023-10-04 15:21:39.222387
Poor
Yes
Weekly
Condo
742
1,198,640
58
Male
28,862
Single
3
PhD
Unemployed
20.904458
Suburban
Basic
3
12
515
7
2023-12-24 15:21:39.155231
Average
No
Daily
House
2,154
1,198,641
56
Female
3,246
Divorced
4
Master's
Employed
null
Urban
Comprehensive
null
10
553
7
2022-11-27 15:21:39.256696
Poor
Yes
Weekly
Apartment
541
1,198,642
60
Female
6,830
Divorced
2
Master's
Self-Employed
8.886547
Suburban
Premium
0
13
626
2
2020-06-06 15:21:39.278180
Good
Yes
Weekly
Condo
2,526
1,198,643
44
Male
965
Married
1
High School
Self-Employed
25.879437
Suburban
Comprehensive
null
4
751
3
2021-11-25 15:21:39.134960
Average
No
Weekly
Apartment
1,875
1,198,644
21
Male
4,907
Divorced
0
PhD
Self-Employed
36.811678
Rural
Premium
null
12
576
2
2021-08-03 15:21:39.236064
Average
No
Daily
Condo
397
1,198,645
41
Female
17,043
Divorced
1
Bachelor's
Self-Employed
25.882289
Rural
Basic
3
14
802
9
2021-02-15 15:21:39.091080
Average
No
Monthly
Condo
1,764
1,198,646
42
Male
null
Single
3
PhD
null
21.498871
Suburban
Comprehensive
2
7
439
6
2022-11-17 15:21:39.209847
Good
No
Daily
Apartment
726
1,198,647
56
Female
14,087
Divorced
4
Master's
null
42.990324
Suburban
Basic
2
4
null
3
2019-11-27 15:21:39.085129
Good
No
Rarely
Apartment
533
1,198,648
26
Male
null
Single
4
High School
null
25.593311
Rural
Comprehensive
null
15
437
2
2022-02-09 15:21:39.164044
Good
No
Daily
Apartment
25
1,198,649
49
Male
59,844
Married
null
Bachelor's
null
8.242667
Urban
Comprehensive
null
12
602
1
2019-09-16 15:21:39.221386
Poor
Yes
Monthly
House
2,742
1,198,650
48
Male
18,113
Married
0
High School
null
28.895519
Rural
Comprehensive
0
14
502
7
2023-01-22 15:21:39.167099
null
Yes
Rarely
House
1,113
1,198,651
51
Male
14,094
Married
0
Master's
Unemployed
19.037177
Suburban
Comprehensive
2
8
724
1
2020-05-31 15:21:39.125660
Good
Yes
Weekly
Apartment
1,057
1,198,652
24
Female
77,402
Divorced
1
Bachelor's
Self-Employed
32.573871
Rural
Basic
2
9
651
3
2024-08-14 15:21:39.252145
Average
Yes
Daily
House
161
1,198,653
32
Male
10,320
Single
0
Bachelor's
Unemployed
24.544825
Suburban
Basic
1
0
389
4
2022-01-09 15:21:39.114118
Average
Yes
Daily
Apartment
994
1,198,654
35
Female
25,352
Divorced
4
PhD
null
18.619177
Urban
Basic
null
6
844
4
2021-10-24 15:21:39.237118
Good
No
Daily
House
1,020
1,198,655
37
Male
13,398
Divorced
4
PhD
Self-Employed
7.79731
Rural
Premium
2
7
783
1
2021-09-13 15:21:39.102694
Poor
Yes
Rarely
Condo
1,401
1,198,656
58
Male
18,113
Married
1
PhD
null
34.937831
Suburban
Premium
null
13
631
5
2021-01-18 15:21:39.222387
Average
Yes
Daily
Apartment
1,531
1,198,657
27
Female
1,449
Single
0
Bachelor's
Employed
null
Urban
Comprehensive
1
0
810
9
2023-06-24 15:21:39.194829
Poor
Yes
Rarely
Condo
740
1,198,658
25
Male
7,538
Married
1
High School
Unemployed
11.484589
Rural
Premium
null
0
514
2
2024-04-09 15:21:39.146733
Good
No
Daily
Condo
1,336
1,198,659
39
Female
10,705
Divorced
2
Master's
Self-Employed
29.912155
Urban
Premium
1
17
844
8
2022-06-06 15:21:39.180553
Average
Yes
Daily
Condo
474
1,198,660
36
Male
121,447
Divorced
2
Master's
Self-Employed
32.142857
Urban
Premium
0
17
773
1
2023-08-19 15:21:39.155231
Poor
No
Rarely
House
48
1,198,661
22
Male
65,664
Married
null
High School
null
10.016519
Rural
Premium
2
0
503
7
2019-08-20 15:21:39.218388
Poor
No
Weekly
Condo
1,009
1,198,662
55
Male
40,802
Married
0
Bachelor's
Unemployed
18.058379
Suburban
Basic
null
15
822
9
2021-03-03 15:21:39.106582
Good
No
Monthly
Condo
913
1,198,663
56
Male
6,528
Married
3
PhD
Employed
25.756669
Urban
Comprehensive
null
3
515
3
2023-05-27 15:21:39.249100
Good
Yes
Rarely
Apartment
3,697
1,198,664
50
Female
1,335
Divorced
3
High School
Unemployed
23.738274
Suburban
Premium
2
11
661
4
2021-07-20 15:21:39.176717
Average
No
Weekly
House
939
1,198,665
63
Female
40,997
Divorced
null
Bachelor's
Employed
8.458412
Rural
Basic
null
8
753
2
2022-07-25 15:21:39.274993
Good
No
Weekly
Condo
511
1,198,666
32
Male
925
Single
1
PhD
Self-Employed
47.813553
Suburban
Premium
2
16
461
9
2021-01-18 15:21:39.129190
Good
No
Weekly
Condo
489
1,198,667
63
Female
38,156
Married
null
Bachelor's
Employed
24.918083
Rural
Basic
0
12
null
8
2023-09-24 15:21:39.134960
Poor
No
Monthly
Condo
39
1,198,668
59
Female
34,348
Divorced
0
Master's
Self-Employed
15.869797
Rural
Basic
1
5
841
9
2020-02-13 15:21:39.155231
Good
Yes
Weekly
Apartment
632
1,198,669
30
Male
3,096
Married
2
Bachelor's
Employed
10.751595
Rural
Comprehensive
2
16
790
7
2020-09-26 15:21:39.279729
Good
Yes
Weekly
Apartment
442
1,198,670
29
Female
38,651
Single
0
High School
Self-Employed
39.965364
Suburban
Basic
0
12
null
1
2020-11-03 15:21:39.093681
Good
No
Weekly
Apartment
2,098
1,198,671
50
Female
4,569
Divorced
2
Master's
Self-Employed
null
Suburban
Comprehensive
1
7
664
7
2021-07-31 15:21:39.260856
Poor
No
Rarely
House
807
1,198,672
40
Female
35,484
Divorced
null
PhD
Unemployed
12.843019
Suburban
Comprehensive
3
13
525
9
2020-09-22 15:21:39.226954
Good
No
Weekly
Apartment
306
1,198,673
47
Female
137,446
Married
3
Master's
null
20.886973
Rural
Comprehensive
null
18
643
8
2023-10-19 15:21:39.102694
Average
No
Weekly
House
150
1,198,674
41
Female
38,810
Divorced
4
Bachelor's
Self-Employed
43.146737
Urban
Comprehensive
2
16
595
8
2019-10-30 15:21:39.221386
Good
Yes
Monthly
Apartment
334
1,198,675
37
Male
5,968
Single
3
Bachelor's
Employed
13.684877
Urban
Premium
0
2
463
9
2022-05-09 15:21:39.289099
Good
Yes
Rarely
House
20
1,198,676
23
Male
76,420
Divorced
null
Bachelor's
Self-Employed
null
Urban
Basic
0
1
359
8
2020-05-12 15:21:39.264504
Poor
Yes
Monthly
House
1,483
1,198,677
21
Male
2,784
Single
1
Bachelor's
Self-Employed
7.927507
Rural
Basic
1
0
null
5
2022-05-07 15:21:39.223901
Good
No
Monthly
Apartment
26
1,198,678
51
Male
52,822
Married
0
Master's
Unemployed
31.452559
Rural
Comprehensive
null
5
420
5
2020-06-26 15:21:39.095696
null
No
Daily
Condo
917
1,198,679
43
Female
29,350
Divorced
0
PhD
null
28.67237
Suburban
Premium
1
10
793
9
2023-11-09 15:21:39.086123
Poor
No
Monthly
House
1,327
1,198,680
43
Male
4,569
Divorced
1
Bachelor's
Employed
10.434214
Suburban
Basic
null
9
694
5
2019-08-18 15:21:39.220389
Average
Yes
Daily
Condo
718
1,198,681
50
Female
97,525
Single
1
PhD
Unemployed
24.837443
Suburban
Comprehensive
null
3
680
5
2022-10-12 15:21:39.090124
Average
Yes
Monthly
Condo
157
1,198,682
46
Female
25,612
Divorced
4
High School
null
36.827095
Suburban
Comprehensive
0
10
811
6
2022-07-03 15:21:39.207847
Good
No
Rarely
Apartment
740
1,198,683
39
Female
16,051
Single
2
High School
null
31.74465
Rural
Basic
2
11
798
7
2021-08-11 15:21:39.155231
Poor
No
Daily
Apartment
933
1,198,684
31
Male
47,629
Single
3
Master's
Self-Employed
33.939766
Suburban
Basic
0
9
530
4
2019-11-21 15:21:39.155231
Good
No
Daily
Apartment
344
1,198,685
63
Female
12,054
Single
2
Master's
Employed
29.634607
Urban
Comprehensive
2
19
535
3
2023-02-26 15:21:39.172097
Average
Yes
Rarely
Condo
1,027
1,198,686
44
Female
13,541
Married
null
PhD
Self-Employed
30.605918
Rural
Comprehensive
3
4
626
2
2021-03-05 15:21:39.204000
Average
No
Daily
House
84
1,198,687
51
Male
7,098
Divorced
0
High School
Unemployed
15.329909
Suburban
Premium
1
18
830
4
2020-07-19 15:21:39.173834
Poor
Yes
Daily
House
669
1,198,688
63
Female
31,595
Married
2
High School
Employed
34.838809
Urban
Premium
1
0
null
3
2020-05-21 15:21:39.134960
Good
No
Weekly
Condo
963
1,198,689
47
Female
44,100
Divorced
0
High School
Employed
32.682445
Rural
Basic
0
9
708
6
2021-10-05 15:21:39.201446
Average
Yes
Rarely
Condo
22
1,198,690
47
Female
12,713
Single
null
PhD
Unemployed
26.846126
Rural
Premium
null
1
707
9
2021-04-10 15:21:39.191219
Good
No
Weekly
Apartment
1,176
1,198,691
64
Male
44,226
Single
4
High School
Self-Employed
31.893484
Suburban
Premium
1
1
638
9
2023-10-31 15:21:39.111551
Poor
No
Rarely
Condo
838
1,198,692
50
Female
78
Single
4
PhD
Self-Employed
28.835397
Urban
Basic
0
2
445
3
2021-02-17 15:21:39.221386
Good
No
Monthly
House
941
1,198,693
25
Male
44,744
Single
4
Bachelor's
null
28.722398
Suburban
Basic
null
17
761
8
2022-08-10 15:21:39.180553
Poor
Yes
Weekly
Condo
101
1,198,694
52
Male
3,913
Single
4
PhD
null
null
Suburban
Comprehensive
0
2
301
6
2020-07-25 15:21:39.261856
Poor
Yes
Weekly
House
991
1,198,695
22
Male
7,875
Divorced
2
Bachelor's
Employed
27.683115
Suburban
Premium
0
1
767
4
2022-01-22 15:21:39.143708
Average
Yes
Daily
Condo
78
1,198,696
26
Male
3,563
Single
null
Bachelor's
Employed
21.835623
Suburban
Basic
0
10
467
6
2020-10-26 15:21:39.084065
Good
Yes
Weekly
House
1,290
1,198,697
19
Female
127,729
Single
0
PhD
Employed
23.869279
Urban
Basic
null
4
312
2
2023-10-28 15:21:39.220389
Good
No
Rarely
Condo
1,499
1,198,698
43
Female
23,258
Divorced
0
Bachelor's
null
26.823842
Urban
Basic
null
11
678
9
2024-04-01 15:21:39.155231
Poor
Yes
Daily
Apartment
607
1,198,699
28
Male
24,092
Married
null
Bachelor's
null
4.391082
Suburban
Basic
null
3
829
3
2021-02-06 15:21:39.148733
Poor
Yes
Rarely
Condo
240