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
1,196,700
54
Male
1,678
Divorced
3
Bachelor's
Unemployed
52.281968
Urban
Comprehensive
null
5
529
9
2023-02-14 15:21:39.283783
Good
Yes
Rarely
Apartment
730
1,196,701
19
Female
50,934
Divorced
0
Bachelor's
Self-Employed
5.567432
Urban
Basic
1
12
434
6
2020-08-11 15:21:39.090124
Good
No
Daily
Condo
691
1,196,702
32
Male
40,487
Divorced
0
Bachelor's
Unemployed
15.085791
Urban
Basic
2
3
627
1
2022-04-28 15:21:39.155231
Poor
No
Rarely
Condo
4,181
1,196,703
46
Female
34,758
Single
2
PhD
null
43.856014
Rural
Comprehensive
0
2
785
4
2021-01-21 15:21:39.192212
Average
Yes
Weekly
Apartment
673
1,196,704
34
Male
null
Married
0
Master's
Employed
28.020502
Suburban
Basic
0
18
447
1
2024-06-13 15:21:39.237118
null
Yes
Weekly
Condo
3,341
1,196,705
28
Male
99,819
Single
2
PhD
Self-Employed
40.984248
Suburban
Premium
2
4
null
9
2022-08-31 15:21:39.184157
null
Yes
Monthly
Apartment
1,725
1,196,706
27
Female
43,433
Married
3
Master's
Self-Employed
8.715474
Urban
Premium
null
12
638
2
2021-03-21 15:21:39.237118
Poor
Yes
Daily
House
828
1,196,707
58
Male
25,783
Single
0
High School
Employed
36.569185
Suburban
Premium
null
11
516
1
2024-07-07 15:21:39.122134
Good
Yes
Rarely
Condo
2,600
1,196,708
58
Female
19,524
Single
1
Master's
Employed
44.639742
Rural
Basic
null
5
408
9
2022-12-31 15:21:39.266452
Poor
Yes
Daily
Condo
2,781
1,196,709
34
Female
9,051
Single
3
High School
Self-Employed
28.362748
Urban
Comprehensive
0
16
804
1
2021-11-29 15:21:39.264504
Poor
Yes
Weekly
House
1,091
1,196,710
53
Male
87,644
Single
1
PhD
Self-Employed
40.82335
Urban
Premium
0
14
365
2
2020-03-01 15:21:39.134960
Poor
No
Daily
House
1,685
1,196,711
33
Female
7,981
Single
3
Bachelor's
Self-Employed
45.814296
Suburban
Basic
0
18
705
8
2023-12-12 15:21:39.102694
Poor
Yes
Rarely
Condo
649
1,196,712
24
Female
3,636
Married
3
High School
null
null
Rural
Comprehensive
1
2
533
3
2024-02-20 15:21:39.259788
Poor
Yes
Daily
Apartment
795
1,196,713
34
Male
2,456
Single
2
PhD
Unemployed
null
Urban
Comprehensive
null
9
762
3
2024-05-19 15:21:39.192212
Poor
No
Weekly
House
803
1,196,714
27
Male
17,253
Single
4
Master's
Self-Employed
35.450066
Urban
Premium
0
8
530
2
2024-02-10 15:21:39.124659
Good
No
Monthly
Apartment
1,333
1,196,715
31
Female
44,932
Divorced
3
Master's
Unemployed
17.639656
Urban
Premium
2
11
692
4
2024-03-24 15:21:39.263607
Average
Yes
Monthly
House
683
1,196,716
43
Female
43,714
Divorced
3
Master's
Employed
32.955793
Rural
Basic
0
11
690
2
2021-06-25 15:21:39.095696
Average
Yes
Weekly
House
26
1,196,717
43
Female
15,126
Single
3
Master's
null
42.726867
Suburban
Comprehensive
1
16
719
9
2020-11-02 15:21:39.152732
Average
No
Daily
Condo
1,086
1,196,718
31
Male
5,854
Married
null
Bachelor's
Self-Employed
40.879433
Urban
Basic
0
0
766
2
2020-04-13 15:21:39.251142
Poor
No
Weekly
House
2,108
1,196,719
60
Male
44,774
Divorced
3
High School
null
42.344051
Urban
Basic
null
19
613
2
2022-08-30 15:21:39.080440
Poor
No
Daily
Condo
506
1,196,720
20
Male
56,728
Divorced
3
PhD
Employed
46.834135
Urban
Premium
0
16
420
1
2022-08-22 15:21:39.155231
Average
No
Weekly
House
714
1,196,721
59
Female
815
Single
1
High School
null
null
Rural
Comprehensive
null
16
834
8
2023-09-27 15:21:39.273973
Good
No
Weekly
Apartment
539
1,196,722
62
Female
1,589
Single
0
Master's
null
13.757939
Urban
Comprehensive
null
7
509
8
2020-07-01 15:21:39.105504
Average
Yes
Monthly
House
1,263
1,196,723
27
Male
2,858
Divorced
0
Master's
Unemployed
13.096308
Rural
Basic
null
14
667
6
2022-08-01 15:21:39.151732
Poor
No
Monthly
Condo
2,228
1,196,724
64
Female
17,002
Divorced
2
Master's
null
39.392893
Suburban
Premium
null
1
543
3
2024-01-18 15:21:39.207847
Good
No
Weekly
Condo
559
1,196,725
52
Female
13,983
Single
3
High School
Unemployed
37.644825
Urban
Basic
0
11
null
5
2023-07-18 15:21:39.133866
Good
No
Weekly
House
1,718
1,196,726
45
Male
108,936
Single
3
Master's
null
14.297989
Urban
Premium
2
8
713
5
2024-05-27 15:21:39.289099
Good
No
Monthly
Apartment
2,638
1,196,727
30
Female
34,181
Married
4
PhD
Unemployed
45.663631
Suburban
Comprehensive
0
17
null
9
2021-06-01 15:21:39.205850
Poor
No
Daily
Condo
552
1,196,728
36
Male
11,069
Married
2
High School
Self-Employed
24.527061
Urban
Basic
null
12
663
7
2021-03-08 15:21:39.278402
null
No
Daily
Apartment
1,210
1,196,729
27
Male
39,589
Married
2
Bachelor's
null
15.410524
Rural
Premium
0
19
null
8
2024-04-13 15:21:39.132191
Average
Yes
Weekly
Apartment
596
1,196,730
38
Female
null
Married
1
Bachelor's
Employed
25.271801
Suburban
Premium
0
5
372
6
2021-07-27 15:21:39.278402
Poor
No
Weekly
Apartment
447
1,196,731
22
Female
16,963
Divorced
1
Master's
Self-Employed
22.907954
Urban
Basic
1
11
689
8
2022-11-29 15:21:39.283783
Average
No
Monthly
Apartment
1,162
1,196,732
59
Female
2,832
Divorced
1
Bachelor's
Unemployed
42.797621
Suburban
Premium
2
14
727
8
2022-10-06 15:21:39.091080
Poor
No
Rarely
Condo
1,210
1,196,733
43
Female
57,701
Single
null
High School
null
10.474534
Suburban
Basic
1
9
414
5
2019-11-19 15:21:39.244069
Average
Yes
Weekly
House
1,081
1,196,734
26
Female
44,690
Married
2
High School
null
25.948804
Suburban
Basic
null
1
727
3
2023-12-21 15:21:39.199447
Poor
No
Rarely
House
1,837
1,196,735
43
Male
2,683
Single
0
High School
Self-Employed
4.757034
Urban
Premium
1
0
828
8
2020-11-27 15:21:39.081504
null
No
Monthly
House
919
1,196,736
55
Female
10,066
Single
1
Master's
null
19.564622
Suburban
Comprehensive
0
19
662
2
2020-06-29 15:21:39.222387
Good
Yes
Daily
House
119
1,196,737
21
Female
33,877
Married
4
Bachelor's
null
22.381342
Rural
Comprehensive
null
8
331
6
2021-02-13 15:21:39.134960
Poor
No
Weekly
House
1,184
1,196,738
44
Male
null
Married
null
High School
null
34.627513
Suburban
Basic
1
16
584
1
2021-05-09 15:21:39.095696
null
Yes
Monthly
Condo
3,575
1,196,739
21
Male
33,882
Divorced
0
PhD
Employed
26.754009
Urban
Premium
0
4
687
5
2023-12-17 15:21:39.098696
Poor
Yes
Weekly
House
26
1,196,740
46
Female
3,484
Divorced
3
High School
Unemployed
4.889113
Urban
Comprehensive
1
13
493
6
2020-08-01 15:21:39.211806
Good
Yes
Weekly
House
829
1,196,741
33
Male
3,354
Divorced
3
Master's
Self-Employed
28.764128
Urban
Basic
null
10
722
5
2020-05-20 15:21:39.173834
Good
Yes
Weekly
Apartment
20
1,196,742
20
Male
86,328
Married
3
High School
Unemployed
3.890648
Suburban
Comprehensive
2
6
838
8
2022-01-09 15:21:39.231531
Average
No
Weekly
House
151
1,196,743
29
Female
95,904
Divorced
2
Bachelor's
Self-Employed
28.764295
Suburban
Premium
2
3
null
3
2023-07-16 15:21:39.187211
Average
Yes
Rarely
Condo
1,875
1,196,744
54
Female
98,380
Divorced
4
High School
null
9.692306
Rural
Comprehensive
0
15
null
4
2022-06-16 15:21:39.168099
null
Yes
Monthly
House
2,588
1,196,745
48
Male
49,549
Divorced
1
High School
null
15.121063
Suburban
Basic
0
6
706
9
2024-02-21 15:21:39.210805
Average
No
Monthly
Condo
130
1,196,746
20
Female
null
Single
4
PhD
Employed
24.284921
Urban
Basic
3
15
381
6
2019-09-08 15:21:39.263432
Average
Yes
Monthly
House
244
1,196,747
48
Male
86,596
Married
2
High School
null
47.676583
Rural
Premium
2
11
788
1
2024-05-25 15:21:39.198406
Average
No
Weekly
Condo
1,838
1,196,748
51
Female
29,138
Married
1
High School
null
34.836245
Urban
Comprehensive
1
2
690
8
2019-12-19 15:21:39.172097
Average
No
Rarely
House
2,215
1,196,749
40
Female
16,888
Divorced
4
Bachelor's
Self-Employed
14.660917
Urban
Comprehensive
0
0
692
3
2020-01-05 15:21:39.106582
Poor
No
Daily
House
1,668
1,196,750
57
Female
26,604
Single
0
Bachelor's
Self-Employed
35.569372
Suburban
Comprehensive
1
9
487
7
2019-12-25 15:21:39.131192
null
No
Monthly
House
603
1,196,751
60
Female
41,355
Single
1
Bachelor's
Employed
12.737932
Suburban
Basic
0
10
773
3
2023-08-03 15:21:39.236064
Good
Yes
Rarely
Condo
2,640
1,196,752
61
Female
84,577
Married
0
High School
null
15.754923
Suburban
Premium
1
4
449
1
2022-01-09 15:21:39.264504
Good
Yes
Daily
Condo
2,835
1,196,753
30
Female
28,215
Married
0
Master's
Unemployed
38.125786
Suburban
Premium
null
8
753
6
2022-10-02 15:21:39.205850
Good
No
Weekly
Condo
3,329
1,196,754
43
Male
8,892
null
2
Master's
Self-Employed
null
Urban
Comprehensive
null
8
669
2
2020-09-06 15:21:39.095696
Good
No
Daily
Condo
1,472
1,196,755
35
Female
44,752
Single
null
Bachelor's
Unemployed
23.883564
Urban
Comprehensive
null
14
613
8
2020-08-22 15:21:39.134960
Good
No
Weekly
House
213
1,196,756
30
Female
90,966
Single
1
Bachelor's
Self-Employed
49.116447
Suburban
Comprehensive
2
8
319
7
2020-05-12 15:21:39.155231
Good
Yes
Daily
Apartment
1,616
1,196,757
58
Female
27,190
Married
4
High School
Self-Employed
31.366437
Rural
Comprehensive
1
10
null
9
2021-07-10 15:21:39.172097
Poor
No
Weekly
House
485
1,196,758
44
Female
93,495
Divorced
4
High School
Self-Employed
10.719233
Suburban
Comprehensive
2
12
484
2
2020-12-19 15:21:39.114118
Good
Yes
Daily
Apartment
25
1,196,759
53
Male
117,701
null
4
PhD
Employed
17.376041
Urban
Basic
1
12
510
4
2021-02-08 15:21:39.237118
Poor
Yes
Weekly
Condo
1,631
1,196,760
54
Female
29,095
Divorced
2
Bachelor's
Self-Employed
26.339413
Urban
Comprehensive
1
11
845
9
2020-07-10 15:21:39.237118
Good
No
Daily
House
524
1,196,761
57
Female
17,109
Divorced
null
PhD
Unemployed
23.510066
Urban
Comprehensive
null
5
476
7
2022-12-23 15:21:39.170099
Poor
Yes
Monthly
House
1,619
1,196,762
48
Female
52,431
Single
2
Bachelor's
Self-Employed
30.351737
Rural
Comprehensive
1
15
387
8
2021-12-29 15:21:39.191219
Good
No
Monthly
Condo
1,422
1,196,763
22
Female
3,978
Single
3
Master's
Self-Employed
16.664428
Suburban
Premium
null
17
534
7
2023-09-12 15:21:39.147735
Average
No
Daily
Condo
83
1,196,764
55
Female
45,719
Single
1
Bachelor's
null
16.298737
Urban
Premium
null
14
387
4
2021-07-27 15:21:39.152732
Average
Yes
Monthly
House
1,657
1,196,765
27
Male
25,211
Single
4
PhD
Self-Employed
32.277746
Rural
Premium
null
14
725
9
2020-06-15 15:21:39.252145
Poor
No
Weekly
Apartment
378
1,196,766
51
Male
92,780
Divorced
3
High School
Employed
23.143018
Urban
Comprehensive
null
17
363
1
2023-08-26 15:21:39.125660
Average
Yes
Weekly
Apartment
3,870
1,196,767
36
Female
4,801
Divorced
3
Master's
Self-Employed
18.98466
Rural
Comprehensive
1
2
828
8
2023-09-27 15:21:39.177724
Average
Yes
Monthly
Condo
378
1,196,768
58
Male
9,993
Divorced
3
Bachelor's
Self-Employed
31.935306
Urban
Basic
0
8
701
8
2023-11-03 15:21:39.167099
Average
No
Monthly
Apartment
115
1,196,769
32
Female
2,763
Single
0
PhD
null
null
Suburban
Comprehensive
null
0
null
5
2022-08-10 15:21:39.093681
Average
No
Rarely
Apartment
839
1,196,770
53
Male
43,481
Single
3
Master's
null
11.539244
Urban
Basic
1
11
675
1
2023-03-14 15:21:39.237118
null
No
Daily
Apartment
651
1,196,771
null
Female
38,984
Single
3
PhD
Self-Employed
19.262271
Urban
Premium
0
17
559
2
2022-05-09 15:21:39.283783
Poor
Yes
Rarely
House
816
1,196,772
19
Female
69,019
Divorced
0
Master's
Self-Employed
24.564396
Rural
Basic
1
11
586
8
2020-07-04 15:21:39.180553
Poor
Yes
Weekly
House
331
1,196,773
24
Female
null
Divorced
2
Master's
null
40.548812
Suburban
Comprehensive
0
5
null
4
2022-07-26 15:21:39.237118
Average
No
Weekly
House
214
1,196,774
46
Female
745
null
1
Master's
null
18.591115
Urban
Comprehensive
1
10
365
3
2021-08-15 15:21:39.134960
Average
No
Monthly
Condo
1,059
1,196,775
35
Male
7,703
Divorced
4
Bachelor's
Self-Employed
26.743245
Suburban
Premium
1
2
null
1
2021-04-30 15:21:39.155231
Good
No
Weekly
House
2,272
1,196,776
29
Male
5,619
Married
3
Master's
null
17.923645
Urban
Comprehensive
null
16
692
9
2021-02-13 15:21:39.256696
Average
No
Weekly
Condo
1,607
1,196,777
22
Female
64,619
Single
1
Bachelor's
null
33.581623
Rural
Comprehensive
0
3
799
4
2023-01-08 15:21:39.126661
Average
Yes
Monthly
Condo
308
1,196,778
58
Female
5,699
Married
0
Master's
Employed
21.653913
Urban
Premium
null
4
397
3
2020-12-18 15:21:39.231531
Good
No
Weekly
Condo
906
1,196,779
30
Female
35,725
Single
1
PhD
Employed
35.277918
Rural
Basic
2
5
326
5
2021-09-09 15:21:39.143708
Poor
Yes
Daily
House
1,171
1,196,780
39
Male
23,891
Divorced
null
PhD
Self-Employed
12.757658
Suburban
Premium
4
15
510
7
2019-11-03 15:21:39.229482
Poor
Yes
Weekly
Condo
2,822
1,196,781
55
Female
35,371
Divorced
4
PhD
Employed
41.849748
Suburban
Comprehensive
0
0
676
9
2021-08-14 15:21:39.133866
null
Yes
Weekly
House
772
1,196,782
40
Male
133,086
Divorced
3
High School
null
47.363638
Suburban
Premium
2
17
327
1
2020-09-02 15:21:39.233485
Good
No
Monthly
Apartment
1,821
1,196,783
34
Female
120,917
null
2
PhD
Self-Employed
20.242094
Urban
Comprehensive
0
19
508
6
2023-01-10 15:21:39.155231
Poor
Yes
Monthly
House
1,213
1,196,784
31
Male
17,111
Married
1
PhD
null
21.707041
Urban
Premium
0
8
417
1
2024-04-07 15:21:39.086123
Poor
Yes
Weekly
House
1,602
1,196,785
59
Male
46,797
Single
0
Bachelor's
Self-Employed
32.142552
Rural
Basic
1
14
824
5
2022-07-20 15:21:39.105504
Poor
No
Rarely
Condo
309
1,196,786
55
Male
4,333
Single
1
High School
Self-Employed
21.383846
Suburban
Basic
1
10
561
8
2019-09-23 15:21:39.122134
null
No
Monthly
Apartment
855
1,196,787
41
Male
44,100
Divorced
3
High School
null
24.94736
Rural
Basic
null
7
623
1
2019-11-01 15:21:39.290098
Poor
No
Monthly
House
646
1,196,788
57
Female
43,450
Married
4
Master's
null
33.737733
Rural
Premium
null
0
617
9
2022-09-27 15:21:39.237118
Average
No
Monthly
House
679
1,196,789
19
Male
80,142
Married
2
PhD
Unemployed
39.44458
Urban
Premium
1
13
677
6
2019-11-23 15:21:39.082499
Good
No
Rarely
Condo
33
1,196,790
52
Male
126,933
Divorced
4
Master's
null
32.867181
Rural
Premium
3
3
635
5
2021-04-23 15:21:39.102694
Average
Yes
Weekly
Apartment
273
1,196,791
25
Male
24,991
Married
4
Bachelor's
Self-Employed
25.132851
Rural
Premium
1
2
622
4
2020-02-08 15:21:39.155231
Average
Yes
Monthly
House
3,153
1,196,792
25
Female
39,717
Single
0
High School
null
15.426929
Rural
Comprehensive
1
10
570
5
2022-07-06 15:21:39.228521
null
Yes
Monthly
House
1,797
1,196,793
47
Male
38,408
Married
2
High School
Self-Employed
15.843228
Suburban
Basic
null
15
819
4
2022-04-11 15:21:39.149731
Poor
Yes
Daily
House
48
1,196,794
56
Male
62,245
Single
3
Master's
null
41.826343
Urban
Comprehensive
null
4
495
8
2022-04-22 15:21:39.117183
Poor
Yes
Rarely
Condo
77
1,196,795
29
Male
56,526
Single
4
Bachelor's
Unemployed
27.566567
Suburban
Comprehensive
0
1
361
2
2019-11-10 15:21:39.081504
Average
No
Rarely
Condo
1,086
1,196,796
24
Female
47,786
Divorced
1
Bachelor's
null
22.922244
Urban
Basic
null
2
377
7
2021-06-17 15:21:39.192212
Poor
Yes
Rarely
Condo
573
1,196,797
29
Male
4,400
Single
0
High School
null
15.64841
Urban
Basic
1
18
null
2
2023-09-19 15:21:39.259788
Good
Yes
Rarely
Apartment
2,421
1,196,798
63
Female
72,961
Divorced
null
High School
Employed
17.443469
Rural
Comprehensive
2
14
634
5
2019-11-29 15:21:39.118178
Average
No
Monthly
Condo
4,988
1,196,799
31
Female
11,130
Divorced
3
Master's
Unemployed
null
Urban
Premium
0
6
null
3
2024-07-17 15:21:39.266452
Average
No
Rarely
Apartment
882