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
1,185,700
20
Female
10,197
Married
4
PhD
Unemployed
40.610913
Rural
Comprehensive
null
4
678
7
2022-02-05 15:21:39.098696
null
Yes
Rarely
House
1,703
1,185,701
64
Female
28,294
Divorced
3
PhD
Employed
25.35155
Urban
Comprehensive
0
2
709
7
2019-11-26 15:21:39.172097
Good
Yes
Monthly
Condo
1,361
1,185,702
21
Female
3,045
Married
null
Bachelor's
null
5.986535
Suburban
Premium
null
11
692
9
2021-08-03 15:21:39.134960
Good
No
Daily
House
2,132
1,185,703
46
Female
30,894
Married
0
High School
null
39.265729
Rural
Comprehensive
1
18
477
6
2020-08-17 15:21:39.261856
Good
Yes
Rarely
House
2,514
1,185,704
30
Female
11,892
Married
3
Bachelor's
null
27.664127
Urban
Comprehensive
null
14
509
6
2021-05-24 15:21:39.214388
Average
Yes
Daily
Condo
1,432
1,185,705
33
Male
111,238
Single
4
Bachelor's
Employed
12.016595
Rural
Comprehensive
null
15
308
1
2020-07-13 15:21:39.101733
Average
No
Monthly
House
80
1,185,706
37
Male
17,885
Single
1
PhD
Employed
43.898685
Suburban
Comprehensive
null
13
492
9
2023-09-30 15:21:39.134960
null
No
Weekly
Condo
1,407
1,185,707
27
Female
36,534
Married
3
PhD
Self-Employed
22.351046
Urban
Premium
0
18
704
1
2023-05-25 15:21:39.124659
Poor
No
Daily
Condo
668
1,185,708
54
Male
33,174
Divorced
4
PhD
null
33.776934
Rural
Premium
0
10
364
2
2019-12-13 15:21:39.261856
Poor
No
Rarely
House
498
1,185,709
25
Female
16,982
Married
2
Bachelor's
Self-Employed
null
Suburban
Basic
1
14
553
5
2023-08-06 15:21:39.134960
Poor
No
Weekly
Condo
645
1,185,710
32
Female
72,280
Single
4
Bachelor's
Self-Employed
18.5474
Rural
Basic
3
17
485
9
2022-10-19 15:21:39.134960
Poor
No
Monthly
House
1,214
1,185,711
51
Female
74,679
Married
2
Master's
Unemployed
49.324471
Rural
Comprehensive
1
10
null
3
2023-04-17 15:21:39.269494
Average
Yes
Daily
Condo
52
1,185,712
63
Male
5,839
Divorced
4
Master's
null
23.381369
Rural
Comprehensive
3
18
753
5
2020-11-23 15:21:39.289099
Good
Yes
Daily
Apartment
973
1,185,713
59
Male
5,511
Single
4
High School
Unemployed
49.596839
Rural
Premium
1
14
530
3
2023-10-28 15:21:39.237118
null
No
Weekly
Condo
587
1,185,714
30
Female
711
Divorced
2
PhD
Self-Employed
21.869095
Urban
Comprehensive
null
8
454
6
2020-05-03 15:21:39.134960
Average
No
Rarely
Condo
669
1,185,715
25
Male
63,720
Married
2
Master's
Unemployed
53.61253
Urban
Comprehensive
0
8
612
3
2023-03-26 15:21:39.147735
Poor
No
Rarely
House
2,070
1,185,716
59
Male
5,517
Divorced
3
PhD
Employed
16.646629
Rural
Premium
0
11
null
5
2021-06-26 15:21:39.237118
Average
Yes
Rarely
Condo
1,508
1,185,717
44
Female
46,762
Single
3
Bachelor's
null
23.338045
Rural
Premium
0
7
727
1
2022-01-05 15:21:39.134960
null
No
Rarely
Apartment
2,661
1,185,718
32
Female
18,096
Divorced
null
PhD
Employed
33.908716
Suburban
Basic
0
14
790
8
2023-11-06 15:21:39.191219
Poor
No
Monthly
House
1,233
1,185,719
32
Female
52,219
Married
4
PhD
Self-Employed
17.419569
Suburban
Premium
2
17
757
3
2020-04-16 15:21:39.090124
Poor
Yes
Daily
House
416
1,185,720
53
Male
45,941
Married
0
Bachelor's
Unemployed
21.656561
Urban
Premium
null
4
769
4
2020-03-11 15:21:39.126661
Poor
No
Rarely
House
48
1,185,721
25
Male
49,908
Single
1
High School
Unemployed
27.372446
Suburban
Premium
null
1
757
7
2019-08-28 15:21:39.134960
Poor
Yes
Weekly
Apartment
232
1,185,722
58
Female
23,217
Single
1
Master's
Unemployed
15.05233
Rural
Comprehensive
null
10
507
2
2020-08-14 15:21:39.276901
Poor
Yes
Weekly
House
2,866
1,185,723
57
Male
29,173
Married
1
Master's
null
25.373081
Rural
Basic
0
15
null
9
2022-10-12 15:21:39.123711
Good
No
Weekly
Condo
2,109
1,185,724
44
Male
28,193
Single
1
Master's
Unemployed
6.444827
Urban
Comprehensive
null
7
null
9
2023-05-03 15:21:39.133866
Average
Yes
Monthly
House
1,793
1,185,725
52
Male
69,956
Divorced
0
PhD
Employed
45.049469
Urban
Basic
1
13
497
4
2020-06-27 15:21:39.105504
Poor
Yes
Daily
Condo
101
1,185,726
27
Female
45,946
Single
1
Master's
null
39.33353
Rural
Basic
null
7
null
6
2021-11-16 15:21:39.155231
Average
Yes
Daily
Apartment
1,171
1,185,727
42
Male
42,945
Single
0
Master's
null
30.173353
Urban
Basic
0
1
314
1
2023-03-04 15:21:39.119168
Average
Yes
Daily
Condo
2,917
1,185,728
31
Male
133,515
Divorced
2
PhD
null
26.894127
Rural
Basic
1
7
687
3
2024-02-01 15:21:39.244069
Poor
Yes
Weekly
House
207
1,185,729
57
Male
null
Divorced
4
Bachelor's
Unemployed
14.55146
Rural
Basic
null
8
571
3
2021-07-31 15:21:39.194829
Poor
No
Rarely
House
317
1,185,730
39
Female
30,892
Single
2
PhD
null
43.62477
Rural
Comprehensive
0
19
638
6
2021-02-21 15:21:39.193945
Poor
Yes
Daily
Condo
632
1,185,731
19
Male
15,632
Single
1
Bachelor's
Self-Employed
10.719042
Rural
Basic
1
16
781
9
2024-07-07 15:21:39.185215
Poor
Yes
Rarely
Condo
156
1,185,732
30
Female
52,864
Married
2
High School
Self-Employed
19.824283
Suburban
Premium
0
11
431
7
2023-08-13 15:21:39.216387
Average
Yes
Weekly
House
833
1,185,733
20
Female
36,805
Divorced
1
PhD
Unemployed
40.826186
Rural
Basic
1
7
623
9
2020-02-08 15:21:39.093681
Poor
Yes
Daily
Apartment
704
1,185,734
23
Female
26,776
Married
3
High School
null
null
Rural
Premium
null
12
653
6
2022-06-09 15:21:39.202448
Poor
No
Daily
Apartment
473
1,185,735
31
Male
12,243
Divorced
0
High School
Unemployed
37.181453
Urban
Comprehensive
null
3
null
9
2022-04-14 15:21:39.147735
Average
No
Rarely
Condo
711
1,185,736
29
Male
25,168
Divorced
4
High School
Self-Employed
44.994725
Urban
Comprehensive
1
7
585
9
2020-02-24 15:21:39.202448
Poor
No
Weekly
Condo
1,482
1,185,737
53
Male
35,244
Single
0
Master's
Unemployed
38.766689
Rural
Comprehensive
0
19
null
8
2019-09-02 15:21:39.155231
Average
Yes
Daily
Condo
543
1,185,738
32
Male
11,960
Divorced
1
PhD
null
38.615618
Rural
Basic
null
12
716
4
2021-06-08 15:21:39.252145
Average
No
Rarely
Condo
2,224
1,185,739
39
Male
26,700
Married
2
High School
null
6.7276
Suburban
Basic
1
16
727
9
2022-01-24 15:21:39.132191
Average
Yes
Rarely
Condo
1,593
1,185,740
54
Male
30,600
Divorced
0
High School
Self-Employed
12.848677
Suburban
Basic
null
1
709
9
2020-09-03 15:21:39.095696
Average
No
Daily
House
1,350
1,185,741
56
Male
60,908
Married
2
High School
null
30.065504
Suburban
Premium
1
10
431
6
2023-02-05 15:21:39.152732
Poor
No
Weekly
House
2,137
1,185,742
25
Female
64,416
Single
4
Master's
null
17.924263
Rural
Premium
1
5
369
8
2019-09-29 15:21:39.289099
Poor
No
Daily
House
102
1,185,743
29
Female
5,975
Divorced
null
High School
null
20.270125
Rural
Basic
null
4
518
1
2023-05-26 15:21:39.192212
Average
No
Monthly
Condo
1,089
1,185,744
56
Female
15,333
Married
2
PhD
Unemployed
23.868752
Urban
Premium
null
13
711
1
2022-08-29 15:21:39.082499
Poor
No
Daily
Apartment
573
1,185,745
64
Male
469
Married
3
Bachelor's
Self-Employed
null
Rural
Basic
0
7
685
7
2022-04-10 15:21:39.134960
Average
Yes
Monthly
Condo
1,397
1,185,746
49
Male
7,991
Single
3
PhD
Employed
5.937808
Rural
Premium
null
0
644
1
2020-08-19 15:21:39.134960
Good
No
Weekly
Apartment
703
1,185,747
19
Male
18,414
Married
2
High School
Employed
21.979468
Suburban
Premium
1
2
763
5
2020-04-21 15:21:39.155231
Poor
Yes
Monthly
Apartment
928
1,185,748
38
Female
null
Single
4
PhD
Self-Employed
42.987351
Urban
Comprehensive
0
8
416
6
2022-09-09 15:21:39.094752
Good
No
Rarely
House
22
1,185,749
31
Male
11,992
Divorced
1
PhD
Self-Employed
37.14877
Suburban
Basic
0
13
553
5
2021-10-07 15:21:39.261856
Good
No
Weekly
Apartment
1,340
1,185,750
30
Male
54,777
Married
null
Master's
Self-Employed
17.596549
Suburban
Basic
1
14
324
6
2023-12-13 15:21:39.081504
Average
Yes
Monthly
House
482
1,185,751
48
Male
7,095
Single
4
Master's
null
23.881775
Suburban
Premium
3
14
803
4
2020-10-29 15:21:39.134960
Good
No
Weekly
Apartment
465
1,185,752
25
Male
3,770
Married
1
Bachelor's
null
null
Rural
Comprehensive
1
2
453
2
2020-02-06 15:21:39.108562
Average
Yes
Monthly
Apartment
2,443
1,185,753
50
Male
3,637
Single
null
Master's
Unemployed
44.607906
Suburban
Premium
1
5
702
3
2020-10-26 15:21:39.194829
null
Yes
Rarely
Apartment
1,341
1,185,754
27
Female
26,456
Single
0
Bachelor's
Unemployed
29.424812
Urban
Basic
0
18
539
7
2021-06-01 15:21:39.190215
Good
Yes
Daily
Condo
442
1,185,755
60
Male
29,071
Divorced
4
PhD
Employed
48.317331
Rural
Premium
0
11
706
2
2024-06-03 15:21:39.207847
Average
Yes
Monthly
House
577
1,185,756
64
Female
2,907
Married
1
PhD
Unemployed
null
Rural
Basic
null
19
494
2
2020-05-06 15:21:39.173834
Poor
Yes
Weekly
Condo
784
1,185,757
45
Female
45,930
Single
3
Bachelor's
null
24.158728
Urban
Premium
1
14
845
5
2021-06-03 15:21:39.134960
Poor
Yes
Daily
Condo
2,445
1,185,758
64
Female
917
Married
null
Bachelor's
Unemployed
38.845596
Suburban
Comprehensive
null
0
516
1
2021-09-29 15:21:39.267454
Poor
Yes
Weekly
House
3,128
1,185,759
20
Male
16,056
Married
4
Master's
Self-Employed
50.818643
Urban
Premium
0
10
744
6
2020-01-21 15:21:39.170099
Poor
Yes
Daily
House
823
1,185,760
18
Female
14,077
Divorced
2
Master's
Unemployed
37.449023
Urban
Comprehensive
1
7
828
7
2021-07-17 15:21:39.097737
Good
Yes
Monthly
House
1,211
1,185,761
24
Female
26,591
Divorced
3
Master's
Unemployed
23.879261
Urban
Comprehensive
1
1
316
4
2023-12-08 15:21:39.084065
Poor
Yes
Weekly
House
2,378
1,185,762
63
Male
3,407
Married
2
PhD
null
10.48288
Suburban
Basic
2
1
728
2
2021-10-21 15:21:39.102694
Average
Yes
Weekly
House
2,744
1,185,763
20
Male
20,984
Divorced
0
Bachelor's
Unemployed
45.967813
Rural
Premium
0
12
561
9
2023-02-10 15:21:39.237118
Poor
Yes
Rarely
House
478
1,185,764
38
Female
45,929
Married
3
Bachelor's
Unemployed
37.058657
Rural
Basic
0
12
667
9
2020-03-02 15:21:39.254678
Good
Yes
Daily
Apartment
100
1,185,765
46
Female
14,096
Single
2
PhD
Unemployed
26.679953
Rural
Comprehensive
0
5
621
9
2024-06-24 15:21:39.155231
Average
No
Weekly
House
671
1,185,766
51
Female
38,782
Single
1
PhD
Self-Employed
30.959352
Suburban
Comprehensive
2
11
null
5
2020-09-21 15:21:39.167099
Poor
No
Daily
House
463
1,185,767
32
Female
3,546
Divorced
3
PhD
Unemployed
9.076327
Urban
Premium
3
10
566
5
2019-08-26 15:21:39.194829
Average
No
Rarely
Condo
1,230
1,185,768
44
Female
6,091
Single
4
High School
null
null
Urban
Basic
null
15
553
7
2022-12-25 15:21:39.207847
Good
Yes
Daily
House
656
1,185,769
61
Male
18,082
Divorced
1
High School
Self-Employed
null
Rural
Premium
null
5
421
5
2022-08-12 15:21:39.181605
Average
Yes
Weekly
House
515
1,185,770
24
Male
1,656
Single
0
High School
Self-Employed
15.346777
Urban
Premium
0
9
656
9
2020-08-12 15:21:39.134960
Poor
Yes
Weekly
Condo
2,731
1,185,771
22
Male
9,295
Divorced
2
Bachelor's
Employed
28.641253
Suburban
Premium
null
8
671
8
2022-04-06 15:21:39.107553
Good
No
Weekly
House
819
1,185,772
48
Male
7,830
Divorced
0
PhD
Unemployed
31.793925
Suburban
Premium
1
16
677
1
2022-12-18 15:21:39.134960
Good
Yes
Weekly
House
736
1,185,773
42
Male
47,720
Single
2
Bachelor's
Employed
22.697503
Rural
Comprehensive
1
16
343
4
2023-10-18 15:21:39.097737
Average
Yes
Weekly
House
203
1,185,774
55
Male
45,923
Single
null
Bachelor's
Self-Employed
37.990698
Suburban
Premium
0
12
null
3
2020-02-03 15:21:39.180373
Average
Yes
Daily
House
1,214
1,185,775
32
Female
4,218
Divorced
4
Bachelor's
Employed
26.642
Suburban
Comprehensive
1
14
588
7
2021-04-29 15:21:39.201446
Poor
No
Monthly
Apartment
395
1,185,776
38
Female
29,715
Divorced
3
Master's
null
44.964726
Urban
Premium
1
17
574
8
2024-05-10 15:21:39.105504
Good
Yes
Weekly
House
728
1,185,777
42
Male
23,991
Married
null
Master's
Employed
26.012212
Rural
Basic
0
4
717
2
2020-12-06 15:21:39.237118
Average
Yes
Daily
House
1,196
1,185,778
36
Female
7,799
Divorced
0
High School
Unemployed
20.163407
Rural
Comprehensive
1
19
559
7
2024-06-12 15:21:39.104139
Average
No
Rarely
House
20
1,185,779
19
Female
27,405
Married
3
Bachelor's
Employed
25.590842
Rural
Comprehensive
0
16
null
1
2020-01-31 15:21:39.167099
Average
No
Monthly
Apartment
381
1,185,780
34
Female
7,007
Married
null
PhD
Self-Employed
30.356851
Rural
Basic
1
2
797
4
2021-07-09 15:21:39.155231
Poor
No
Weekly
Condo
1,695
1,185,781
29
Female
100,078
Married
2
High School
null
32.926545
Urban
Premium
1
6
791
7
2021-02-05 15:21:39.251142
Average
No
Weekly
House
206
1,185,782
38
Male
146,539
Single
0
Bachelor's
null
22.636503
Suburban
Premium
2
7
707
5
2024-01-29 15:21:39.092127
Average
No
Monthly
House
4,042
1,185,783
18
Female
25,774
Married
1
Bachelor's
Unemployed
26.953336
Rural
Premium
null
1
713
5
2021-06-30 15:21:39.100695
Poor
Yes
Monthly
Condo
2,028
1,185,784
63
Male
25,850
Married
null
PhD
Unemployed
45.59703
Suburban
Premium
0
1
381
1
2023-08-03 15:21:39.155231
Poor
No
Rarely
Condo
656
1,185,785
25
Female
39,766
Divorced
1
High School
Self-Employed
29.143047
Rural
Comprehensive
1
19
619
8
2020-07-28 15:21:39.190215
Average
Yes
Rarely
House
922
1,185,786
42
Female
9,073
Married
3
Bachelor's
null
35.258879
Urban
Basic
null
8
null
6
2021-04-08 15:21:39.134960
Poor
No
Weekly
Apartment
1,485
1,185,787
49
Male
901
Married
2
High School
Self-Employed
26.849254
Suburban
Basic
null
1
531
9
2022-04-29 15:21:39.110557
null
Yes
Monthly
House
1,079
1,185,788
50
Male
29,897
Divorced
0
Bachelor's
null
25.284964
Rural
Premium
1
9
667
8
2022-03-09 15:21:39.128286
Good
No
Monthly
Condo
380
1,185,789
25
Female
39,415
Divorced
1
PhD
null
28.181065
Suburban
Basic
0
18
310
4
2024-02-09 15:21:39.128286
Good
Yes
Monthly
Apartment
1,262
1,185,790
47
Male
61,798
Divorced
3
High School
Self-Employed
null
Rural
Comprehensive
2
3
744
5
2022-12-11 15:21:39.084065
Good
Yes
Daily
Condo
27
1,185,791
30
Female
45,647
Divorced
1
PhD
Self-Employed
25.152811
Urban
Basic
2
17
719
6
2022-01-22 15:21:39.268507
null
No
Monthly
House
1,060
1,185,792
60
Female
4,923
Single
4
PhD
null
13.452648
Suburban
Comprehensive
3
16
376
3
2023-03-29 15:21:39.178717
Average
Yes
Monthly
Apartment
890
1,185,793
60
Male
59,081
Married
0
PhD
null
18.385894
Urban
Comprehensive
0
17
336
3
2023-02-01 15:21:39.134960
Poor
Yes
Monthly
Condo
1,119
1,185,794
33
Male
17,200
Single
2
Bachelor's
Self-Employed
37.363587
Urban
Basic
1
18
790
4
2023-03-03 15:21:39.209847
Poor
No
Rarely
Condo
1,331
1,185,795
63
Female
4,075
Single
0
High School
Self-Employed
17.484036
Suburban
Comprehensive
1
0
311
9
2023-08-27 15:21:39.261856
Poor
No
Daily
House
2,220
1,185,796
29
Female
24,897
Married
2
Bachelor's
Self-Employed
18.624187
Urban
Comprehensive
null
14
602
8
2023-08-01 15:21:39.097737
Average
No
Monthly
House
623
1,185,797
52
Female
23,119
Single
3
PhD
Self-Employed
45.636104
Rural
Premium
1
1
583
8
2023-05-06 15:21:39.171102
Average
No
Rarely
Condo
297
1,185,798
59
Female
1,255
Married
2
PhD
Self-Employed
10.71719
Urban
Premium
1
19
609
1
2022-08-22 15:21:39.177724
Poor
No
Rarely
House
25
1,185,799
23
Male
39,740
Single
1
PhD
Employed
9.505928
Urban
Basic
2
10
405
1
2021-11-23 15:21:39.155231
Good
No
Monthly
Apartment
1,120