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
9,700
41
Female
43,834
Single
1
PhD
Self-Employed
22.122644
Urban
Comprehensive
0
19
431
2
2020-10-09 15:21:39.155231
Poor
Yes
Daily
House
478
9,701
18
Female
70,511
Single
2
Master's
Employed
13.817036
Suburban
Premium
1
5
490
1
2023-05-13 15:21:39.237118
Average
No
Weekly
Condo
23
9,702
36
Female
3,374
Divorced
1
Master's
Employed
9.98403
Urban
Comprehensive
null
13
303
9
2024-01-17 15:21:39.257696
Poor
No
Monthly
House
1,831
9,703
34
Male
35,318
Married
4
Bachelor's
Self-Employed
30.596601
Suburban
Basic
0
14
722
6
2022-09-15 15:21:39.126661
Good
Yes
Weekly
Apartment
1,418
9,704
59
Female
17,983
Married
1
High School
null
17.527789
Urban
Premium
null
1
558
9
2022-12-14 15:21:39.134960
Poor
Yes
Weekly
Condo
828
9,705
45
Female
3,328
Divorced
1
Bachelor's
null
37.174626
Urban
Basic
0
0
508
3
2019-09-18 15:21:39.084065
Average
Yes
Weekly
House
3,056
9,706
64
Female
26,757
Married
0
Master's
null
7.738364
Rural
Comprehensive
0
2
622
7
2023-10-19 15:21:39.226954
Good
No
Weekly
Condo
1,140
9,707
60
Female
36,569
Single
null
Master's
null
18.813473
Rural
Basic
0
16
626
6
2023-10-11 15:21:39.176717
Average
Yes
Weekly
Condo
2,113
9,708
47
Male
1,210
Divorced
null
High School
Unemployed
33.63969
Suburban
Premium
null
13
658
4
2022-07-01 15:21:39.155231
Poor
No
Daily
Apartment
112
9,709
62
Male
4,923
Married
0
Master's
Self-Employed
28.84956
Suburban
Basic
2
17
815
1
2024-01-15 15:21:39.121169
Good
No
Daily
Condo
2,134
9,710
64
Female
85,887
Single
4
High School
null
20.357774
Rural
Premium
0
5
359
2
2024-02-13 15:21:39.261856
Good
Yes
Rarely
Apartment
393
9,711
56
Male
8,600
Married
null
High School
null
17.73744
Rural
Basic
0
15
485
5
2023-02-11 15:21:39.120168
Good
No
Rarely
Apartment
2,213
9,712
55
Female
147,836
Divorced
0
Bachelor's
null
15.530671
Suburban
Comprehensive
3
1
381
6
2021-03-18 15:21:39.094752
Average
No
Weekly
Condo
1,816
9,713
48
Male
37,000
Married
0
PhD
Self-Employed
30.813556
Suburban
Premium
0
17
null
9
2022-10-18 15:21:39.283783
Average
Yes
Daily
House
711
9,714
43
Male
null
Divorced
3
PhD
Unemployed
null
Rural
Premium
0
18
642
3
2021-01-25 15:21:39.276901
Average
Yes
Monthly
Apartment
119
9,715
60
Male
382
Divorced
0
Bachelor's
Self-Employed
23.914897
Rural
Basic
null
13
631
4
2020-05-04 15:21:39.155231
Poor
Yes
Rarely
House
476
9,716
45
Female
111,908
Single
3
PhD
Unemployed
16.547662
Rural
Premium
0
15
301
3
2021-09-10 15:21:39.261856
Good
No
Rarely
Apartment
1,028
9,717
59
Male
2,673
Single
3
High School
Unemployed
22.719283
Rural
Basic
0
9
698
1
2021-05-19 15:21:39.172097
null
No
Daily
Condo
818
9,718
49
Female
11,060
Married
4
High School
Unemployed
25.84802
Urban
Basic
0
15
516
3
2019-10-06 15:21:39.216387
Good
No
Monthly
House
2,454
9,719
61
Female
1,201
Single
0
Bachelor's
null
45.867881
Urban
Comprehensive
0
18
653
7
2021-01-18 15:21:39.192212
Poor
No
Monthly
Condo
1,867
9,720
55
Male
5,538
null
1
High School
null
19.812327
Suburban
Basic
2
12
701
5
2022-07-31 15:21:39.198406
Average
Yes
Rarely
Condo
1,705
9,721
46
Female
935
Divorced
2
High School
Self-Employed
41.644515
Suburban
Comprehensive
0
10
470
1
2024-02-06 15:21:39.148733
null
Yes
Rarely
House
567
9,722
23
Male
35,113
Single
3
Bachelor's
null
41.745865
Suburban
Basic
0
5
669
7
2020-08-14 15:21:39.185215
Poor
No
Weekly
House
831
9,723
22
Male
2,729
Divorced
2
Bachelor's
null
6.528518
Rural
Premium
2
7
335
3
2023-11-27 15:21:39.133866
Average
Yes
Rarely
Condo
813
9,724
56
Female
55,934
Single
4
PhD
null
12.671865
Rural
Premium
null
14
null
3
2022-03-17 15:21:39.177724
Average
Yes
Weekly
House
45
9,725
20
Female
39,258
Divorced
3
Master's
Self-Employed
33.104921
Rural
Comprehensive
null
3
468
7
2023-10-05 15:21:39.225916
Average
Yes
Weekly
Apartment
1,106
9,726
20
Male
85,887
Divorced
3
Bachelor's
Self-Employed
14.685324
Rural
Comprehensive
null
18
376
8
2020-11-08 15:21:39.126661
Good
No
Rarely
House
1,644
9,727
29
Female
6,727
Single
1
Bachelor's
null
33.329419
Suburban
Comprehensive
0
13
364
3
2022-11-23 15:21:39.204790
Average
Yes
Daily
Condo
1,049
9,728
35
Male
6,760
Single
0
Master's
Unemployed
21.845751
Rural
Comprehensive
1
16
617
3
2023-12-13 15:21:39.285112
Average
Yes
Daily
House
716
9,729
58
Male
56,448
Single
2
PhD
null
49.869366
Urban
Comprehensive
1
9
null
2
2023-02-21 15:21:39.247098
Poor
No
Weekly
House
2,374
9,730
59
Female
2,487
null
2
High School
Employed
10.453155
Suburban
Basic
null
17
825
1
2021-07-24 15:21:39.151732
Average
No
Weekly
Condo
736
9,731
64
Male
46,903
Married
2
Bachelor's
null
null
Urban
Basic
0
14
446
7
2023-02-10 15:21:39.233485
Poor
Yes
Weekly
Apartment
1,404
9,732
29
Female
13,791
Married
3
PhD
Unemployed
null
Rural
Basic
null
17
372
9
2021-12-17 15:21:39.086123
Poor
No
Weekly
Apartment
1,434
9,733
39
Female
6,821
Single
0
Master's
null
38.664375
Urban
Basic
1
10
719
1
2020-09-10 15:21:39.289099
Poor
No
Weekly
Condo
787
9,734
45
Male
12,340
Married
1
High School
Self-Employed
17.567451
Rural
Premium
null
1
786
4
2023-08-06 15:21:39.205850
Average
No
Weekly
Apartment
124
9,735
55
Male
11,894
Married
0
PhD
Self-Employed
24.553968
Urban
Premium
2
12
619
5
2020-07-13 15:21:39.193945
Poor
Yes
Daily
Condo
942
9,736
29
Female
4,777
Single
1
Master's
Unemployed
42.973183
Urban
Comprehensive
null
13
828
6
2022-11-14 15:21:39.170099
Poor
No
Weekly
Apartment
2,489
9,737
45
Female
28,587
Divorced
4
High School
null
29.242152
Suburban
Premium
0
3
572
1
2020-02-26 15:21:39.134960
Average
No
Weekly
Apartment
828
9,738
40
Male
2,470
Married
null
High School
Employed
44.774071
Rural
Basic
0
4
554
6
2021-02-09 15:21:39.105504
Good
No
Monthly
House
2,938
9,739
31
Male
38,969
Divorced
3
Master's
null
8.292778
Suburban
Comprehensive
1
10
null
5
2023-03-03 15:21:39.147735
Good
Yes
Monthly
Condo
548
9,740
50
Male
44,256
Divorced
1
High School
null
28.752039
Rural
Comprehensive
1
0
454
3
2021-08-15 15:21:39.175719
Good
Yes
Weekly
Apartment
827
9,741
41
Female
null
Divorced
0
Master's
Employed
37.381612
Suburban
Basic
1
10
759
4
2024-05-27 15:21:39.155231
Average
Yes
Rarely
Apartment
222
9,742
31
Female
1,156
Single
1
Bachelor's
null
17.664794
Urban
Comprehensive
0
14
462
2
2020-05-29 15:21:39.261856
Average
No
Weekly
Apartment
318
9,743
45
Female
9,093
Divorced
3
Bachelor's
Self-Employed
46.410321
Urban
Premium
1
15
575
1
2021-05-03 15:21:39.237118
Good
No
Daily
Apartment
545
9,744
51
Male
435
Divorced
4
High School
Employed
49.883092
Suburban
Comprehensive
1
7
508
9
2022-04-27 15:21:39.100695
Good
Yes
Monthly
Condo
279
9,745
33
Male
7,869
Single
1
High School
Self-Employed
30.172953
Suburban
Premium
null
2
692
1
2023-10-28 15:21:39.134960
Good
Yes
Rarely
Condo
100
9,746
34
Male
61,471
Married
3
PhD
Unemployed
34.850074
Rural
Basic
null
16
622
6
2022-12-06 15:21:39.134960
Average
Yes
Rarely
House
382
9,747
37
Female
20,797
Married
1
Master's
Self-Employed
9.798823
Suburban
Comprehensive
1
1
727
8
2024-05-28 15:21:39.224915
Average
No
Rarely
Apartment
1,563
9,748
57
Male
667
Married
2
PhD
Self-Employed
46.085102
Urban
Basic
2
0
486
6
2020-07-14 15:21:39.134960
Good
Yes
Weekly
Apartment
828
9,749
58
Female
null
Single
0
PhD
null
27.835337
Suburban
Comprehensive
0
1
308
9
2023-03-02 15:21:39.214388
Good
Yes
Monthly
House
3,063
9,750
32
Male
624
Single
2
Master's
null
10.869126
Rural
Basic
2
4
null
5
2022-10-05 15:21:39.143708
Average
No
Rarely
Apartment
20
9,751
null
Male
107,935
Divorced
1
Bachelor's
Unemployed
24.951405
Suburban
Basic
null
13
613
3
2024-08-03 15:21:39.257696
Average
No
Daily
House
130
9,752
25
Female
37,342
Single
1
PhD
Employed
26.422917
Suburban
Premium
0
13
668
2
2021-01-06 15:21:39.282785
Good
Yes
Daily
Condo
654
9,753
20
Female
20,963
Single
0
High School
Employed
24.580017
Suburban
Basic
null
8
602
1
2023-06-28 15:21:39.134960
Good
Yes
Monthly
House
595
9,754
28
Female
21,391
Married
4
PhD
Unemployed
25.137781
Rural
Comprehensive
1
17
669
9
2023-06-24 15:21:39.144722
Good
Yes
Daily
Apartment
477
9,755
51
Female
44,946
Single
2
PhD
Employed
13.933448
Rural
Premium
1
13
null
9
2022-10-25 15:21:39.092127
Average
No
Rarely
House
731
9,756
53
Male
24,871
Single
0
High School
Employed
16.053731
Rural
Premium
null
8
692
2
2021-01-31 15:21:39.204790
Average
Yes
Monthly
Apartment
683
9,757
50
Female
39,266
Single
1
Bachelor's
Self-Employed
14.267629
Rural
Premium
null
3
768
8
2024-08-04 15:21:39.187211
Poor
Yes
Rarely
Apartment
930
9,758
40
Female
50,516
Married
0
Master's
Employed
25.88275
Urban
Comprehensive
null
18
433
9
2020-07-28 15:21:39.164044
Average
No
Rarely
Apartment
4,478
9,759
33
Male
471
Divorced
1
Bachelor's
Unemployed
25.676988
Rural
Basic
0
0
421
8
2022-11-22 15:21:39.154008
Poor
Yes
Weekly
Condo
636
9,760
58
Male
4,958
Married
1
Master's
null
11.834608
Suburban
Comprehensive
2
4
793
4
2021-10-24 15:21:39.095696
Good
Yes
Daily
Apartment
1,416
9,761
32
Male
122,704
Single
0
Master's
Employed
27.796066
Rural
Premium
null
18
453
7
2021-04-17 15:21:39.147735
Good
No
Daily
Apartment
3,166
9,762
27
Male
2,978
Divorced
1
Bachelor's
null
35.893516
Suburban
Premium
null
16
763
4
2022-07-05 15:21:39.155231
null
Yes
Rarely
Condo
1,044
9,763
31
Female
27,862
Divorced
0
High School
Unemployed
34.681259
Suburban
Basic
2
0
null
5
2021-11-27 15:21:39.098696
Good
Yes
Daily
Condo
1,022
9,764
49
Male
29,368
Married
null
Bachelor's
Unemployed
32.449987
Urban
Comprehensive
0
17
417
5
2019-11-16 15:21:39.237118
Good
No
Weekly
House
1,184
9,765
58
Female
69,139
null
0
Master's
Self-Employed
45.279461
Suburban
Basic
2
9
507
2
2020-04-27 15:21:39.096739
Poor
Yes
Rarely
House
1,596
9,766
32
Female
28,881
Married
4
Bachelor's
Employed
23.656546
Suburban
Basic
2
9
704
2
2021-04-28 15:21:39.261856
Poor
Yes
Daily
Apartment
2,768
9,767
35
Male
19,380
Married
4
Master's
Self-Employed
13.442879
Rural
Comprehensive
null
19
null
6
2024-04-20 15:21:39.172097
Poor
No
Monthly
Condo
978
9,768
42
Male
51,465
Divorced
2
Master's
Self-Employed
20.822288
Suburban
Comprehensive
0
4
null
6
2022-05-06 15:21:39.209847
Poor
No
Monthly
Apartment
288
9,769
25
Female
5,865
Divorced
1
Master's
null
22.933791
Urban
Basic
1
0
819
4
2021-02-14 15:21:39.134960
Average
No
Weekly
Apartment
627
9,770
24
Male
10,001
Divorced
2
PhD
Self-Employed
null
Suburban
Comprehensive
null
17
758
3
2020-03-21 15:21:39.155231
Poor
Yes
Rarely
House
3,913
9,771
21
Male
688
Married
4
Bachelor's
Unemployed
38.980614
Urban
Basic
2
3
null
6
2023-09-08 15:21:39.099739
Good
Yes
Rarely
Condo
1,039
9,772
50
Female
6,962
Divorced
3
Bachelor's
null
30.938329
Suburban
Premium
null
7
513
5
2022-01-21 15:21:39.155231
Good
Yes
Monthly
Condo
1,162
9,773
27
Female
11,517
Married
0
Bachelor's
Self-Employed
34.591465
Rural
Comprehensive
0
19
788
7
2019-09-30 15:21:39.155231
Good
Yes
Monthly
Condo
809
9,774
31
Female
11,905
Single
3
High School
Self-Employed
26.137556
Rural
Premium
null
14
null
2
2023-07-27 15:21:39.244069
Poor
Yes
Weekly
Apartment
1,257
9,775
null
Male
31,756
Single
2
Master's
Self-Employed
20.817357
Urban
Basic
1
10
673
8
2023-08-12 15:21:39.154008
Poor
No
Monthly
Condo
1,931
9,776
49
Female
57,872
Divorced
3
Master's
Self-Employed
34.849434
Rural
Basic
null
16
null
2
2021-07-22 15:21:39.134960
Good
No
Weekly
House
144
9,777
63
Male
12,056
Married
3
High School
Self-Employed
31.141958
Rural
Premium
1
16
613
9
2023-05-18 15:21:39.278402
Average
No
Weekly
Condo
604
9,778
59
Male
29,221
Divorced
0
High School
Unemployed
18.997909
Urban
Basic
0
14
626
4
2019-08-28 15:21:39.265513
Good
No
Weekly
Apartment
1,489
9,779
45
Male
295
Single
3
Bachelor's
Self-Employed
20.030956
Suburban
Comprehensive
0
15
542
5
2022-02-18 15:21:39.205850
Average
No
Daily
Apartment
644
9,780
42
Male
15,881
Single
4
Master's
null
43.79647
Rural
Premium
0
16
712
7
2021-09-16 15:21:39.149731
Poor
Yes
Weekly
House
518
9,781
30
Female
6,256
Divorced
null
Bachelor's
Employed
39.572984
Rural
Premium
null
10
659
4
2024-05-25 15:21:39.097737
Poor
Yes
Rarely
House
1,304
9,782
35
Male
39,079
Married
3
Bachelor's
Unemployed
23.054884
Urban
Premium
null
2
825
6
2019-11-27 15:21:39.155231
Poor
Yes
Rarely
House
397
9,783
44
Female
5,152
Single
0
Bachelor's
Unemployed
9.98874
Suburban
Comprehensive
0
19
568
4
2022-10-29 15:21:39.084065
Poor
Yes
Weekly
Condo
198
9,784
37
Male
28,503
Married
0
Master's
Self-Employed
34.025929
Urban
Comprehensive
0
16
517
1
2020-02-12 15:21:39.267454
null
Yes
Daily
House
930
9,785
55
Male
5,952
Divorced
1
Bachelor's
null
49.160123
Urban
Basic
null
6
462
6
2019-09-04 15:21:39.219432
Good
Yes
Daily
Condo
945
9,786
52
Female
61,174
Divorced
2
Master's
Self-Employed
26.131491
Rural
Basic
1
12
434
4
2022-04-05 15:21:39.256696
Poor
Yes
Monthly
Apartment
217
9,787
63
Male
16,888
Divorced
1
Master's
null
15.036878
Suburban
Basic
0
18
737
7
2023-07-27 15:21:39.155231
Good
Yes
Daily
Condo
1,745
9,788
50
Male
1,340
Married
0
PhD
Unemployed
28.704814
Suburban
Premium
0
19
467
6
2022-05-13 15:21:39.134960
Good
Yes
Monthly
Apartment
1,217
9,789
18
Female
12,702
Divorced
0
Bachelor's
null
23.174485
Rural
Premium
0
5
null
9
2020-07-15 15:21:39.145732
Good
No
Weekly
Condo
735
9,790
57
Male
39,078
Divorced
0
PhD
null
22.145548
Rural
Basic
0
4
382
6
2020-12-14 15:21:39.278402
Good
Yes
Weekly
House
1,405
9,791
41
Male
47,415
Married
2
Master's
Employed
40.385044
Rural
Basic
0
16
471
4
2022-10-20 15:21:39.192212
Poor
No
Rarely
Apartment
3,227
9,792
49
Male
61,804
Divorced
2
High School
Employed
34.868255
Rural
Basic
null
17
683
2
2019-12-08 15:21:39.237118
Poor
Yes
Rarely
House
115
9,793
30
Female
3,725
Divorced
1
High School
Employed
34.493374
Urban
Comprehensive
0
5
570
2
2022-11-25 15:21:39.154008
Average
Yes
Rarely
House
324
9,794
40
Female
18,086
Single
2
High School
Self-Employed
16.178515
Suburban
Comprehensive
null
16
364
4
2020-07-04 15:21:39.288099
Good
No
Rarely
Apartment
1,330
9,795
23
Male
93,516
Divorced
3
Bachelor's
null
22.882348
Urban
Basic
1
16
497
2
2021-08-29 15:21:39.081504
Good
No
Rarely
Apartment
2,268
9,796
38
Female
16,081
Single
4
Master's
Self-Employed
43.726785
Urban
Basic
2
7
643
1
2023-06-22 15:21:39.114118
Poor
Yes
Monthly
Condo
1,072
9,797
18
Male
2,289
Divorced
null
High School
Unemployed
17.566674
Urban
Premium
null
1
839
4
2023-12-21 15:21:39.108562
Average
Yes
Daily
Apartment
2,416
9,798
64
Female
4,733
Single
3
Bachelor's
null
null
Rural
Premium
2
6
785
1
2023-07-16 15:21:39.105404
Good
Yes
Weekly
House
1,207
9,799
41
Male
28,683
Married
3
Bachelor's
null
24.678426
Urban
Premium
1
1
789
4
2021-08-12 15:21:39.237118
Poor
No
Rarely
House
886