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
3,700
51
Male
948
Single
1
PhD
Employed
15.998968
Urban
Comprehensive
0
11
842
1
2024-07-04 15:21:39.154008
Poor
Yes
Weekly
House
1,831
3,701
57
Male
65,160
null
null
Master's
null
36.998948
Rural
Comprehensive
null
5
767
4
2024-04-24 15:21:39.092127
Average
Yes
Daily
Condo
65
3,702
52
Female
131,885
Divorced
3
PhD
Self-Employed
24.051845
Suburban
Premium
3
7
641
2
2023-01-17 15:21:39.098696
Good
No
Monthly
Apartment
2,066
3,703
37
Male
81,529
Married
3
Bachelor's
Self-Employed
12.186921
Suburban
Premium
0
19
531
5
2023-02-27 15:21:39.126661
Good
No
Monthly
Condo
364
3,704
26
Male
64,557
Married
3
Master's
null
22.491759
Suburban
Premium
null
17
574
8
2020-11-20 15:21:39.182597
Good
No
Weekly
House
221
3,705
32
Male
16,285
Married
0
PhD
null
40.955163
Rural
Premium
1
14
518
3
2021-05-15 15:21:39.265513
Good
Yes
Rarely
Apartment
731
3,706
20
Male
29,573
Single
4
High School
Self-Employed
22.304664
Rural
Comprehensive
1
16
784
5
2022-07-08 15:21:39.134960
Average
Yes
Rarely
Condo
566
3,707
28
Female
10,249
Married
2
PhD
Employed
24.180747
Rural
Basic
1
11
695
4
2023-12-15 15:21:39.283783
Poor
No
Rarely
Apartment
357
3,708
62
Male
2,093
Divorced
4
Master's
Employed
14.612521
Urban
Premium
2
17
328
9
2024-01-16 15:21:39.171102
Poor
Yes
Monthly
Apartment
685
3,709
49
Male
23,015
Divorced
3
PhD
null
27.267583
Rural
Premium
2
9
null
1
2022-05-22 15:21:39.250151
Average
Yes
Rarely
Apartment
827
3,710
34
Female
30,663
Married
3
Master's
Employed
null
Rural
Premium
null
15
811
7
2021-08-28 15:21:39.222387
Average
Yes
Rarely
House
1,257
3,711
56
Male
20,006
Divorced
2
PhD
Employed
24.416314
Suburban
Premium
2
16
791
7
2021-05-12 15:21:39.101733
Poor
Yes
Daily
House
113
3,712
36
Female
52,276
Married
3
Master's
Unemployed
20.492558
Suburban
Premium
2
9
544
5
2024-05-09 15:21:39.095696
Good
Yes
Rarely
Condo
3,246
3,713
21
Female
10,063
Married
3
High School
Unemployed
15.324925
Urban
Premium
0
2
762
3
2020-08-05 15:21:39.205850
Average
No
Monthly
House
541
3,714
23
Male
578
Divorced
4
PhD
Unemployed
15.058349
Urban
Comprehensive
0
5
439
4
2023-02-23 15:21:39.172097
Poor
No
Monthly
House
1,420
3,715
62
Male
43,472
Married
3
Bachelor's
Self-Employed
10.554733
Rural
Premium
0
8
631
2
2020-03-10 15:21:39.209847
Average
Yes
Weekly
Apartment
945
3,716
27
Male
1,098
Single
2
Bachelor's
Self-Employed
25.782518
Suburban
Premium
1
3
528
2
2019-11-17 15:21:39.134960
Average
No
Daily
Apartment
50
3,717
21
Male
26,171
Single
3
High School
null
31.518414
Urban
Premium
1
15
583
5
2024-04-30 15:21:39.179186
Good
No
Rarely
Apartment
21
3,718
38
Male
3,911
Single
0
Bachelor's
Unemployed
41.051902
Rural
Basic
2
3
null
9
2023-10-11 15:21:39.228521
Good
Yes
Rarely
Apartment
225
3,719
54
Male
37,398
Divorced
4
PhD
Unemployed
43.641412
Suburban
Basic
1
0
629
8
2022-12-19 15:21:39.261856
Average
Yes
Weekly
House
1,563
3,720
41
Male
14,537
Divorced
3
Bachelor's
Unemployed
40.380162
Rural
Premium
1
9
848
9
2023-06-26 15:21:39.176717
Good
No
Rarely
House
1,304
3,721
23
Male
null
Married
1
PhD
Unemployed
49.722222
Urban
Premium
1
17
506
2
2020-08-18 15:21:39.228521
Good
No
Rarely
Apartment
2,353
3,722
44
Female
17,001
Single
null
Master's
null
27.051574
Suburban
Basic
1
13
475
5
2022-01-22 15:21:39.155231
Average
No
Weekly
Condo
1,245
3,723
54
Female
25,863
Divorced
null
Master's
Unemployed
20.390035
Rural
Comprehensive
null
6
536
4
2022-09-22 15:21:39.194829
Poor
No
Monthly
Condo
1,708
3,724
46
Female
15,983
Single
3
High School
Employed
41.489894
Suburban
Basic
2
0
797
4
2022-08-17 15:21:39.085129
Good
No
Weekly
Condo
34
3,725
58
Female
41,368
Single
0
Master's
Self-Employed
15.105813
Urban
Comprehensive
0
3
596
3
2021-08-13 15:21:39.134960
Average
No
Rarely
Apartment
1,536
3,726
28
Female
35,264
Divorced
null
Master's
Self-Employed
39.374484
Suburban
Comprehensive
0
4
750
5
2022-01-12 15:21:39.171102
Poor
Yes
Daily
Condo
2,833
3,727
29
Male
44,933
Married
0
High School
Employed
15.773602
Suburban
Premium
null
1
692
1
2022-07-22 15:21:39.252145
Poor
No
Daily
Condo
715
3,728
26
Female
35,567
Married
4
High School
null
12.927135
Suburban
Premium
0
3
564
5
2021-04-16 15:21:39.148733
Good
Yes
Daily
Condo
305
3,729
58
Male
28,552
Married
1
High School
null
18.994905
Urban
Comprehensive
null
7
759
4
2020-09-20 15:21:39.288099
Good
Yes
Rarely
Condo
3,475
3,730
21
Female
103,063
Single
2
Master's
Self-Employed
28.882431
Urban
Basic
null
14
585
4
2020-11-20 15:21:39.164044
null
No
Weekly
Condo
2,363
3,731
53
Female
25,776
Single
3
High School
null
30.24606
Rural
Comprehensive
null
4
586
4
2021-05-27 15:21:39.171102
Poor
Yes
Rarely
Condo
597
3,732
48
Female
10,517
Married
4
Master's
Employed
50.426951
Urban
Basic
2
1
null
8
2021-02-12 15:21:39.246098
null
No
Monthly
Condo
2,147
3,733
52
Male
null
Single
0
PhD
Self-Employed
42.093261
Rural
Premium
1
4
390
8
2022-08-11 15:21:39.155231
Poor
No
Monthly
Condo
1,482
3,734
61
Female
3,042
Single
2
Bachelor's
null
13.514749
Rural
Basic
2
2
378
7
2023-09-03 15:21:39.237118
Average
No
Daily
Apartment
714
3,735
54
Male
8,909
Married
2
Master's
null
33.102581
Urban
Premium
null
11
410
8
2021-03-11 15:21:39.126661
Average
No
Rarely
Condo
517
3,736
49
Female
5,533
Married
0
Master's
Self-Employed
46.056412
Urban
Basic
0
18
null
1
2024-03-16 15:21:39.108562
Good
No
Rarely
House
65
3,737
46
Male
26,892
Married
null
PhD
Unemployed
33.185955
Suburban
Comprehensive
1
19
673
8
2023-05-09 15:21:39.115178
null
Yes
Daily
Condo
1,099
3,738
63
Female
17,098
Single
0
Bachelor's
null
13.144467
Urban
Comprehensive
1
16
null
7
2020-03-23 15:21:39.252145
Average
No
Rarely
Condo
1,556
3,739
41
Female
20,897
Divorced
3
High School
Unemployed
19.355319
Urban
Premium
1
8
542
5
2021-04-30 15:21:39.276901
Poor
No
Rarely
House
998
3,740
22
Female
28,574
Divorced
3
Master's
Unemployed
25.791166
Rural
Comprehensive
3
16
578
9
2022-08-10 15:21:39.152732
Poor
Yes
Daily
Condo
943
3,741
64
Female
15,964
Single
3
High School
Unemployed
33.32643
Suburban
Premium
0
6
null
5
2024-05-16 15:21:39.091080
Good
Yes
Weekly
House
478
3,742
32
Male
17,227
Married
4
PhD
Unemployed
9.54772
Rural
Premium
2
19
null
9
2021-10-18 15:21:39.086123
Good
No
Weekly
Condo
652
3,743
42
Male
61,676
Married
1
High School
null
13.958282
Urban
Premium
0
19
435
5
2022-04-07 15:21:39.092127
Poor
Yes
Monthly
Apartment
213
3,744
23
Female
2,414
Divorced
4
Bachelor's
null
null
Rural
Basic
1
7
584
7
2023-08-17 15:21:39.163789
Poor
Yes
Daily
House
1,439
3,745
30
Male
27,155
Married
3
PhD
Self-Employed
23.276
Rural
Comprehensive
null
14
null
6
2020-09-23 15:21:39.223390
Average
No
Monthly
House
1,506
3,746
35
Male
20,360
Married
0
Master's
null
27.314911
Suburban
Basic
1
8
783
1
2020-09-23 15:21:39.133866
Poor
Yes
Weekly
Condo
2,145
3,747
45
Female
20,361
Single
3
Master's
null
4.869257
Urban
Premium
null
5
null
2
2019-09-12 15:21:39.155231
Good
No
Monthly
House
861
3,748
55
Female
63,428
Divorced
null
Bachelor's
Unemployed
32.433399
Urban
Basic
1
6
779
8
2020-09-04 15:21:39.223390
Average
No
Weekly
Apartment
191
3,749
31
Male
38,393
Single
0
Bachelor's
Employed
34.722844
Urban
Premium
null
10
778
5
2023-04-04 15:21:39.231531
Good
No
Daily
Condo
917
3,750
58
Male
34,753
Divorced
1
High School
null
30.47123
Urban
Comprehensive
1
14
null
5
2022-09-18 15:21:39.237118
Average
No
Monthly
House
2,357
3,751
58
Male
5,035
Married
4
Bachelor's
null
9.653971
Suburban
Comprehensive
0
17
685
2
2020-03-07 15:21:39.166062
Average
Yes
Rarely
Apartment
748
3,752
41
Female
93,669
Single
4
Bachelor's
Self-Employed
51.057036
Suburban
Premium
null
14
469
7
2022-02-09 15:21:39.131192
Average
Yes
Weekly
Condo
772
3,753
19
Female
11,583
Divorced
null
High School
Unemployed
21.926698
Suburban
Basic
2
0
691
4
2020-09-15 15:21:39.155231
Good
No
Daily
House
995
3,754
19
Female
1,338
Single
1
High School
Employed
10.82251
Suburban
Comprehensive
0
7
566
8
2024-07-13 15:21:39.130190
Poor
No
Monthly
Condo
2,610
3,755
54
Male
3,646
Single
0
Master's
null
30.610616
Urban
Premium
2
13
719
1
2024-04-02 15:21:39.222387
Good
Yes
Weekly
Condo
781
3,756
47
Male
37,678
Single
1
Master's
null
32.55791
Suburban
Premium
0
19
746
9
2023-01-24 15:21:39.231531
null
Yes
Rarely
Condo
959
3,757
41
Female
381
Single
0
PhD
Self-Employed
15.019905
Rural
Comprehensive
0
11
658
6
2021-01-13 15:21:39.092127
Good
No
Weekly
Condo
843
3,758
49
Male
28,847
Married
4
Bachelor's
Self-Employed
25.893066
Suburban
Comprehensive
null
18
581
6
2023-01-29 15:21:39.092127
Good
No
Weekly
Condo
447
3,759
35
Female
31,516
Single
1
PhD
Employed
46.533923
Suburban
Basic
0
7
647
3
2021-03-30 15:21:39.218388
Good
No
Daily
House
2,299
3,760
36
Female
381
Married
0
Master's
Employed
42.258818
Rural
Premium
0
7
677
6
2021-05-09 15:21:39.290098
Poor
No
Monthly
Apartment
1,057
3,761
32
Female
8,074
Single
3
Master's
null
32.964213
Suburban
Basic
null
16
614
7
2021-05-22 15:21:39.134960
Average
No
Weekly
Apartment
607
3,762
40
Female
71,115
Divorced
2
High School
Self-Employed
51.816113
Rural
Premium
null
14
591
7
2021-09-21 15:21:39.155231
Average
No
Daily
Apartment
1,089
3,763
60
Female
14,085
Married
1
PhD
null
26.988534
Suburban
Basic
null
7
822
6
2020-06-29 15:21:39.134960
Good
Yes
Rarely
Condo
1,049
3,764
58
Male
12,058
Divorced
3
Bachelor's
null
18.858807
Suburban
Comprehensive
null
17
781
7
2021-07-22 15:21:39.106582
Poor
Yes
Monthly
Condo
547
3,765
42
Female
53,815
Divorced
4
High School
Self-Employed
18.919503
Urban
Basic
0
12
361
8
2021-01-28 15:21:39.282785
Average
No
Monthly
Apartment
1,110
3,766
30
Female
25,787
Divorced
2
Bachelor's
null
4.752502
Rural
Comprehensive
1
12
null
1
2022-08-22 15:21:39.122134
Good
Yes
Monthly
Condo
1,308
3,767
58
Female
44,393
Single
4
PhD
Self-Employed
17.598566
Suburban
Comprehensive
1
17
809
5
2022-04-03 15:21:39.143708
Average
Yes
Monthly
Apartment
1,847
3,768
18
Male
2,371
Single
2
High School
Self-Employed
8.928298
Suburban
Premium
0
12
459
4
2022-01-23 15:21:39.254678
Poor
No
Monthly
Condo
939
3,769
24
Male
24,989
Single
4
Bachelor's
null
36.682979
Urban
Premium
1
16
698
2
2020-10-22 15:21:39.147735
Poor
Yes
Monthly
House
408
3,770
36
Male
2,785
Single
1
Bachelor's
null
35.845578
Rural
Comprehensive
null
11
410
4
2023-05-30 15:21:39.134960
Good
Yes
Monthly
Apartment
1,292
3,771
26
Male
26,246
Single
1
Master's
null
17.982869
Suburban
Comprehensive
2
8
342
7
2022-08-12 15:21:39.144722
Poor
Yes
Daily
House
1,141
3,772
31
Female
75,933
Married
null
PhD
null
11.097924
Suburban
Premium
1
19
332
4
2023-08-12 15:21:39.092127
Average
Yes
Rarely
Condo
1,809
3,773
42
Male
4,923
Married
1
High School
Employed
23.737997
Urban
Comprehensive
0
10
null
8
2022-09-15 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,435
3,774
21
Female
23,478
Divorced
2
Bachelor's
null
33.534833
Rural
Premium
2
14
738
8
2022-03-13 15:21:39.220389
Good
Yes
Monthly
Apartment
829
3,775
62
Male
29,891
Single
1
High School
null
39.449879
Rural
Premium
0
18
695
5
2021-08-18 15:21:39.082499
Average
Yes
Monthly
House
1,685
3,776
56
Male
4,045
Divorced
1
PhD
Unemployed
15.651222
Urban
Basic
3
11
535
4
2023-12-31 15:21:39.134960
Good
Yes
Weekly
Apartment
516
3,777
60
Female
null
Divorced
4
High School
Unemployed
28.874275
Suburban
Comprehensive
3
16
849
3
2023-05-25 15:21:39.106582
Good
Yes
Daily
House
311
3,778
47
Male
3,795
Divorced
4
Bachelor's
Self-Employed
43.696028
Suburban
Basic
1
5
308
1
2023-01-06 15:21:39.088124
Good
No
Monthly
House
574
3,779
35
Male
4,745
Single
0
Master's
Employed
null
Rural
Premium
1
19
622
5
2021-07-20 15:21:39.208842
Average
Yes
Monthly
Condo
3,299
3,780
29
Female
1,184
Divorced
4
PhD
Self-Employed
null
Rural
Premium
0
2
576
8
2022-08-18 15:21:39.282785
Poor
Yes
Monthly
Condo
753
3,781
35
Male
34,553
Divorced
1
PhD
Employed
19.59271
Urban
Premium
null
14
null
9
2023-07-28 15:21:39.223901
Average
Yes
Daily
Condo
212
3,782
53
Male
146,973
Divorced
2
High School
null
40.749669
Rural
Premium
1
18
759
4
2024-06-17 15:21:39.231531
Average
No
Rarely
Apartment
325
3,783
52
Female
61,353
null
0
High School
null
15.07182
Urban
Comprehensive
null
5
607
9
2019-12-08 15:21:39.132191
null
No
Rarely
Condo
1,335
3,784
27
Male
23,114
Single
2
PhD
null
10.097463
Suburban
Basic
null
6
734
8
2022-08-02 15:21:39.213373
Average
Yes
Daily
Apartment
1,129
3,785
32
Male
39,734
Married
4
Master's
Employed
15.994636
Urban
Premium
null
14
709
2
2023-03-06 15:21:39.134960
Good
Yes
Daily
Apartment
2,694
3,786
39
Female
83,813
Married
3
Master's
null
11.919244
Suburban
Premium
null
0
383
9
2021-08-25 15:21:39.134960
Average
Yes
Weekly
House
2,082
3,787
60
Female
8,919
Divorced
3
PhD
null
9.999081
Suburban
Basic
1
5
613
1
2023-09-10 15:21:39.237118
Good
No
Weekly
Apartment
1,705
3,788
21
Female
7,093
Divorced
null
PhD
null
13.010651
Urban
Comprehensive
0
15
372
5
2021-05-30 15:21:39.134960
Poor
Yes
Daily
Condo
557
3,789
50
Male
34,454
Single
1
Master's
null
7.285801
Urban
Basic
0
4
null
2
2023-06-18 15:21:39.222387
Average
Yes
Monthly
Apartment
556
3,790
22
Male
44,110
Married
4
Master's
Unemployed
14.037118
Urban
Basic
0
9
694
3
2023-01-03 15:21:39.222387
Poor
Yes
Rarely
Condo
3,281
3,791
37
Male
3,033
Single
1
Bachelor's
null
21.882801
Urban
Basic
null
5
403
6
2021-01-19 15:21:39.134960
null
No
Monthly
Apartment
111
3,792
61
Male
117,322
Married
3
Bachelor's
Unemployed
36.566353
Urban
Comprehensive
3
5
328
5
2023-06-22 15:21:39.253660
Average
No
Weekly
Condo
643
3,793
64
Female
141,341
Divorced
0
PhD
null
32.361173
Rural
Comprehensive
null
9
370
5
2020-03-08 15:21:39.214388
Good
No
Weekly
Apartment
2,340
3,794
54
Male
61,487
null
0
PhD
Self-Employed
49.560724
Rural
Basic
0
16
383
5
2020-10-08 15:21:39.261856
Average
No
Weekly
Apartment
37
3,795
63
Male
14,881
Single
1
Bachelor's
Self-Employed
41.379716
Urban
Premium
0
1
678
3
2023-01-25 15:21:39.177724
Average
Yes
Rarely
House
49
3,796
26
Female
61,498
Single
3
Master's
Self-Employed
33.01132
Suburban
Premium
null
13
403
3
2022-03-13 15:21:39.225916
Good
No
Rarely
Condo
792
3,797
53
Female
null
Divorced
0
Master's
Employed
38.807302
Rural
Comprehensive
1
15
824
9
2021-04-22 15:21:39.245086
Average
Yes
Monthly
House
45
3,798
52
Male
5,660
Single
1
Bachelor's
Unemployed
35.004294
Suburban
Premium
1
8
616
8
2023-09-04 15:21:39.283783
Poor
No
Monthly
Condo
2,397
3,799
57
Female
null
Single
3
Bachelor's
Employed
20.002699
Urban
Premium
null
19
391
4
2022-05-16 15:21:39.246098
Poor
No
Weekly
Apartment
280