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
1,194,900
33
Female
6,072
Married
null
Master's
Employed
8.967861
Rural
Basic
2
2
null
6
2023-03-31 15:21:39.272456
Good
No
Rarely
House
3,530
1,194,901
27
Female
20,429
Divorced
null
Master's
Self-Employed
13.983649
Suburban
Comprehensive
1
4
725
6
2021-05-05 15:21:39.237118
Average
No
Weekly
Condo
30
1,194,902
18
Male
62,701
Married
1
High School
Employed
36.681484
Suburban
Basic
null
13
null
4
2021-08-01 15:21:39.155231
Average
No
Weekly
Apartment
394
1,194,903
28
Male
41,023
Single
1
Master's
null
17.988584
Rural
Basic
null
5
604
9
2023-03-29 15:21:39.267454
Poor
Yes
Monthly
House
1,952
1,194,904
51
Female
5,378
Single
1
Bachelor's
Employed
18.013986
Rural
Premium
1
10
783
1
2022-09-08 15:21:39.246098
Poor
Yes
Weekly
Condo
1,575
1,194,905
23
Female
6,127
Single
2
PhD
null
17.634373
Urban
Comprehensive
1
7
357
3
2020-01-07 15:21:39.093681
Poor
No
Daily
House
2,058
1,194,906
36
Male
9,084
Single
0
High School
Unemployed
null
Urban
Comprehensive
2
3
511
8
2023-05-13 15:21:39.089116
Average
No
Rarely
House
1,195
1,194,907
42
Male
16,001
Single
null
Bachelor's
Unemployed
27.959124
Suburban
Comprehensive
null
6
701
5
2020-07-24 15:21:39.082499
Poor
Yes
Rarely
House
2,941
1,194,908
43
Female
37,730
Married
3
High School
Self-Employed
18.681956
Rural
Premium
0
3
668
4
2021-04-25 15:21:39.134960
Poor
No
Rarely
House
297
1,194,909
48
Female
25,591
Married
2
Master's
Unemployed
7.087554
Suburban
Premium
null
1
515
2
2021-02-08 15:21:39.261856
Average
No
Monthly
Apartment
973
1,194,910
40
Male
1,258
Single
1
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
10
767
7
2022-08-02 15:21:39.105504
Poor
No
Weekly
Apartment
1,054
1,194,911
37
Female
96,495
Single
3
PhD
null
34.867451
Urban
Basic
4
14
835
1
2021-09-25 15:21:39.098696
Average
Yes
Monthly
Apartment
4,570
1,194,912
57
Male
1,678
Single
4
PhD
Employed
22.797521
Suburban
Premium
0
14
496
5
2024-01-08 15:21:39.081504
Average
Yes
Weekly
Condo
485
1,194,913
63
Female
43,929
Single
0
Bachelor's
null
23.56676
Urban
Comprehensive
1
13
498
2
2019-09-27 15:21:39.246098
Poor
No
Daily
House
3,381
1,194,914
63
Female
11,986
Divorced
2
PhD
null
31.868239
Urban
Premium
0
12
573
6
2023-09-05 15:21:39.098696
Average
Yes
Monthly
Apartment
743
1,194,915
30
Female
31,003
Single
4
Master's
Self-Employed
35.487065
Suburban
Basic
null
18
790
3
2021-08-16 15:21:39.155231
Average
No
Rarely
House
1,732
1,194,916
56
Male
6,093
Single
1
PhD
null
22.93586
Urban
Comprehensive
0
10
629
4
2022-07-03 15:21:39.176717
Poor
Yes
Weekly
Apartment
1,694
1,194,917
29
Male
63,005
Married
3
Master's
Employed
22.302862
Urban
Comprehensive
1
15
367
2
2019-10-03 15:21:39.215386
Average
Yes
Rarely
House
2,177
1,194,918
58
Female
29,350
Divorced
0
Master's
Unemployed
24.788348
Urban
Comprehensive
2
17
675
5
2023-03-07 15:21:39.225916
Average
Yes
Rarely
House
282
1,194,919
42
Male
957
Married
null
PhD
Unemployed
33.633016
Suburban
Comprehensive
1
4
null
5
2019-11-02 15:21:39.102694
Poor
Yes
Weekly
House
488
1,194,920
35
Female
34,389
Single
0
High School
null
19.404595
Suburban
Basic
null
9
746
8
2022-10-26 15:21:39.226954
Average
Yes
Weekly
House
726
1,194,921
43
Female
17,963
Married
null
Bachelor's
null
51.97953
Suburban
Premium
2
12
490
8
2020-11-20 15:21:39.224915
Average
Yes
Weekly
House
2,112
1,194,922
35
Female
2,551
Single
4
Bachelor's
Unemployed
45.869387
Suburban
Basic
1
10
414
5
2021-08-09 15:21:39.204790
Average
No
Daily
House
2,981
1,194,923
41
Female
62,473
Divorced
null
High School
Unemployed
null
Suburban
Basic
null
2
651
9
2021-10-24 15:21:39.283783
Average
No
Daily
Condo
3,346
1,194,924
37
Female
11,184
Single
2
Master's
Unemployed
31.538912
Suburban
Basic
null
9
609
1
2022-10-14 15:21:39.093681
Poor
Yes
Daily
Apartment
604
1,194,925
null
Female
4,818
Divorced
1
High School
Self-Employed
26.783825
Suburban
Comprehensive
0
17
725
1
2021-06-27 15:21:39.132191
Average
No
Daily
Apartment
2,620
1,194,926
57
Male
945
Single
1
Bachelor's
Unemployed
23.912663
Suburban
Premium
2
2
705
5
2020-11-17 15:21:39.226954
Poor
Yes
Monthly
House
1,459
1,194,927
33
Female
12,319
Divorced
3
High School
Employed
23.869323
Rural
Comprehensive
null
17
707
2
2022-05-31 15:21:39.081504
Good
Yes
Rarely
House
572
1,194,928
47
Male
3,397
Married
1
High School
Unemployed
null
Suburban
Premium
null
17
614
5
2021-06-23 15:21:39.155231
null
Yes
Daily
Condo
2,734
1,194,929
51
Male
9,085
Married
4
High School
null
26.351918
Suburban
Premium
null
0
518
3
2022-09-28 15:21:39.192212
Poor
Yes
Daily
House
462
1,194,930
30
Female
2,458
Divorced
3
Bachelor's
Employed
null
Rural
Basic
1
12
632
5
2020-03-30 15:21:39.226954
Average
Yes
Monthly
House
1,691
1,194,931
31
Male
11,004
Married
3
High School
Unemployed
7.281383
Urban
Premium
2
12
614
6
2022-11-15 15:21:39.206847
Average
No
Daily
House
1,108
1,194,932
58
Male
11,982
Single
4
Master's
null
44.879349
Rural
Basic
0
7
567
4
2021-12-21 15:21:39.251142
Poor
Yes
Daily
House
695
1,194,933
59
Female
132,359
Married
3
Bachelor's
Unemployed
26.040528
Urban
Comprehensive
2
12
761
9
2019-11-15 15:21:39.267454
Poor
No
Daily
House
3,381
1,194,934
26
Female
16,062
Single
3
High School
Employed
25.115762
Urban
Premium
1
14
541
8
2020-06-02 15:21:39.096739
Average
Yes
Rarely
Condo
2,879
1,194,935
48
Female
24,622
Single
1
Master's
Unemployed
19.59368
Suburban
Basic
1
15
588
8
2021-02-20 15:21:39.134960
Good
No
Rarely
House
431
1,194,936
27
Female
26,776
Divorced
3
Master's
Self-Employed
19.913263
Rural
Basic
1
8
751
1
2023-05-28 15:21:39.237118
Good
No
Daily
Apartment
964
1,194,937
21
Female
8,056
Divorced
2
Bachelor's
Unemployed
18.829059
Rural
Premium
0
5
566
7
2024-05-25 15:21:39.166062
Poor
Yes
Monthly
Apartment
1,203
1,194,938
24
Male
121,390
Married
2
PhD
Employed
15.644968
Rural
Comprehensive
null
8
418
8
2020-10-09 15:21:39.287115
Average
No
Monthly
Condo
124
1,194,939
54
Male
61,283
Married
4
PhD
Employed
42.682031
Rural
Basic
0
7
308
5
2023-02-19 15:21:39.192212
Good
No
Weekly
Condo
671
1,194,940
45
Male
24,997
Single
null
PhD
Unemployed
44.567283
Suburban
Comprehensive
0
16
479
9
2020-03-16 15:21:39.204790
Poor
No
Daily
House
447
1,194,941
30
Female
13,983
Single
1
Master's
Employed
26.924212
Rural
Comprehensive
1
9
433
5
2021-09-07 15:21:39.155231
Poor
No
Monthly
Condo
2,586
1,194,942
37
Female
16,646
Married
1
Bachelor's
Employed
null
Urban
Comprehensive
1
10
814
8
2020-04-15 15:21:39.155231
Average
Yes
Monthly
Condo
1,492
1,194,943
20
Male
18,053
Divorced
3
PhD
Unemployed
7.275028
Rural
Comprehensive
1
8
622
9
2022-03-22 15:21:39.218388
null
Yes
Rarely
Condo
1,020
1,194,944
29
Male
24,552
Single
4
PhD
null
18.447511
Rural
Comprehensive
null
9
821
3
2021-02-26 15:21:39.181605
Good
Yes
Rarely
Apartment
2,686
1,194,945
30
Female
54,722
Single
0
Bachelor's
null
31.173817
Rural
Comprehensive
1
7
336
5
2021-02-26 15:21:39.237118
Poor
Yes
Rarely
Condo
618
1,194,946
59
Male
29,418
Divorced
4
Bachelor's
Unemployed
19.170848
Rural
Premium
null
7
387
4
2022-12-24 15:21:39.259788
Average
Yes
Monthly
House
1,121
1,194,947
64
Male
75,951
Divorced
null
PhD
Employed
26.064608
Suburban
Comprehensive
2
14
310
9
2020-06-12 15:21:39.084065
Good
Yes
Weekly
Apartment
659
1,194,948
26
Female
15,210
Single
1
Bachelor's
Self-Employed
null
Rural
Premium
1
19
641
8
2023-07-19 15:21:39.155231
Poor
No
Rarely
Apartment
767
1,194,949
44
Male
24,881
Single
3
High School
Unemployed
10.168571
Rural
Basic
4
14
803
1
2020-01-28 15:21:39.181605
Good
No
Weekly
House
813
1,194,950
42
Female
15,188
Married
4
High School
Self-Employed
null
Suburban
Comprehensive
null
6
364
4
2021-02-08 15:21:39.108562
Good
Yes
Daily
Apartment
1,873
1,194,951
62
Male
24,791
null
0
Master's
null
22.505402
Urban
Comprehensive
0
3
495
1
2019-12-12 15:21:39.132191
Poor
No
Daily
Apartment
1,224
1,194,952
61
Male
1,139
Married
0
Master's
null
22.389611
Suburban
Premium
1
18
484
9
2022-07-05 15:21:39.259788
Average
Yes
Daily
Apartment
566
1,194,953
38
Female
24,881
Single
0
Master's
Self-Employed
11.443905
Urban
Premium
1
15
662
6
2020-10-29 15:21:39.204790
Average
Yes
Monthly
House
1,665
1,194,954
54
Male
9,727
Divorced
3
Bachelor's
Unemployed
16.818158
Urban
Basic
0
15
836
5
2022-10-06 15:21:39.194829
Average
Yes
Daily
Condo
953
1,194,955
null
Male
32,010
Married
1
High School
Employed
37.007971
Rural
Premium
2
16
635
3
2024-01-27 15:21:39.173834
Good
No
Daily
House
1,432
1,194,956
61
Female
34,998
Single
4
Master's
Employed
null
Urban
Comprehensive
2
3
634
6
2022-11-18 15:21:39.228521
Average
Yes
Rarely
House
447
1,194,957
51
Male
24,894
Divorced
4
Master's
Employed
null
Urban
Premium
null
6
619
9
2021-05-11 15:21:39.265513
Average
Yes
Rarely
House
734
1,194,958
58
Female
1,045
Married
2
PhD
Unemployed
null
Suburban
Basic
1
10
607
8
2021-03-09 15:21:39.134960
Average
No
Daily
Condo
1,558
1,194,959
38
Female
44,270
Single
2
Master's
null
8.684766
Suburban
Premium
null
6
824
9
2024-07-02 15:21:39.114118
Poor
Yes
Monthly
House
683
1,194,960
47
Female
744
Single
1
PhD
Self-Employed
44.099199
Urban
Basic
null
16
null
8
2019-10-28 15:21:39.155231
Average
No
Monthly
Condo
1,670
1,194,961
48
Female
14,892
Single
4
High School
Self-Employed
31.078622
Rural
Comprehensive
null
16
458
2
2021-11-20 15:21:39.105504
null
Yes
Rarely
House
1,442
1,194,962
60
Male
18,515
Divorced
4
Bachelor's
Unemployed
13.876203
Rural
Basic
1
10
652
5
2024-01-20 15:21:39.276901
Average
Yes
Daily
Condo
103
1,194,963
22
Male
10,178
Single
3
Bachelor's
null
19.691836
Suburban
Premium
null
9
767
3
2019-09-12 15:21:39.107553
Good
Yes
Rarely
Condo
1,203
1,194,964
40
Female
141,894
Single
1
High School
Self-Employed
20.824905
Urban
Basic
1
8
438
3
2023-01-28 15:21:39.172097
Poor
No
Weekly
House
881
1,194,965
48
Female
16,054
Single
3
Bachelor's
Unemployed
43.389841
Rural
Basic
null
0
549
9
2022-03-04 15:21:39.264504
Good
No
Monthly
House
1,099
1,194,966
48
Female
133,842
Married
0
High School
Employed
36.077584
Urban
Comprehensive
1
12
442
5
2022-03-30 15:21:39.188220
Poor
Yes
Monthly
Condo
631
1,194,967
54
Female
2,973
null
2
Master's
Unemployed
23.814831
Urban
Premium
2
1
631
9
2020-01-26 15:21:39.278402
Good
Yes
Rarely
Condo
1,306
1,194,968
62
Male
null
Married
3
PhD
Unemployed
17.670856
Rural
Premium
2
6
762
1
2022-11-12 15:21:39.102694
Poor
Yes
Rarely
House
1,910
1,194,969
41
Female
35,754
Married
1
Master's
Unemployed
35.679027
Rural
Basic
1
11
536
7
2023-08-17 15:21:39.221386
Good
No
Monthly
Apartment
34
1,194,970
43
Female
17,074
Divorced
null
PhD
Employed
20.333597
Suburban
Basic
3
0
761
6
2022-12-26 15:21:39.155231
Good
Yes
Weekly
Condo
3,278
1,194,971
34
Female
135,792
Divorced
2
PhD
null
4.634454
Rural
Basic
0
17
423
4
2024-05-01 15:21:39.288099
Good
No
Weekly
Condo
1,840
1,194,972
21
Female
44,763
Single
1
Master's
Employed
38.964604
Urban
Comprehensive
null
14
632
7
2022-11-08 15:21:39.233485
Poor
No
Monthly
Condo
2,095
1,194,973
46
Female
15,763
Single
null
High School
Unemployed
24.564911
Urban
Premium
2
3
477
8
2022-08-03 15:21:39.199447
Poor
No
Weekly
Apartment
869
1,194,974
54
Male
1,279
Married
2
Master's
null
22.929094
Suburban
Premium
0
17
615
5
2022-02-17 15:21:39.246098
Average
No
Daily
Apartment
2,216
1,194,975
37
Female
39,350
Married
2
PhD
Self-Employed
21.882801
Urban
Comprehensive
0
12
615
3
2022-10-15 15:21:39.094752
Good
No
Weekly
House
731
1,194,976
33
Male
645
Divorced
4
Bachelor's
Self-Employed
10.836786
Rural
Basic
0
19
559
3
2021-02-24 15:21:39.134960
null
No
Weekly
Condo
975
1,194,977
18
Female
23,188
Divorced
0
Master's
Employed
33.07863
Urban
Basic
0
8
385
8
2024-05-21 15:21:39.261856
null
Yes
Monthly
House
928
1,194,978
46
Male
27,112
Single
2
Master's
Self-Employed
29.567245
Suburban
Basic
2
12
754
9
2021-11-16 15:21:39.085129
Good
Yes
Weekly
Apartment
801
1,194,979
31
Male
6,810
Married
4
Bachelor's
Unemployed
33.825416
Urban
Comprehensive
null
8
446
2
2024-05-28 15:21:39.233485
Average
Yes
Weekly
House
1,264
1,194,980
21
Male
8,094
Divorced
0
Master's
Self-Employed
24.754559
Urban
Basic
null
16
641
3
2021-11-01 15:21:39.187211
Good
No
Daily
House
790
1,194,981
24
Male
130,104
Married
2
Master's
Employed
36.049108
Suburban
Premium
1
0
325
2
2021-09-12 15:21:39.206847
Good
Yes
Daily
Condo
926
1,194,982
51
Male
23,892
Married
4
High School
null
28.144849
Rural
Basic
0
14
746
8
2022-03-13 15:21:39.204000
Good
No
Weekly
Apartment
724
1,194,983
18
Female
30,347
Single
4
Bachelor's
null
42.169439
Rural
Basic
0
16
619
5
2024-07-12 15:21:39.208842
Good
Yes
Rarely
House
1,504
1,194,984
41
Female
36,776
Divorced
2
Bachelor's
null
17.226776
Urban
Basic
1
4
494
2
2021-01-09 15:21:39.131192
Average
No
Rarely
House
367
1,194,985
23
Male
5,241
Divorced
2
Bachelor's
Self-Employed
13.083427
Suburban
Comprehensive
null
14
568
2
2024-03-28 15:21:39.254678
Poor
No
Weekly
Condo
1,053
1,194,986
60
Female
12,448
Divorced
2
PhD
null
30.136419
Suburban
Premium
null
1
721
4
2021-04-08 15:21:39.264504
Average
No
Monthly
Condo
1,122
1,194,987
29
Female
16,073
Divorced
3
Bachelor's
Unemployed
29.482787
Suburban
Basic
1
12
639
6
2023-01-02 15:21:39.155231
Poor
Yes
Weekly
House
746
1,194,988
31
Female
126,863
null
0
Master's
Self-Employed
28.483794
Rural
Premium
2
6
537
9
2022-08-15 15:21:39.196387
Average
Yes
Weekly
Condo
686
1,194,989
26
Male
55,417
Married
4
High School
Employed
39.164473
Rural
Basic
1
6
366
7
2020-08-19 15:21:39.102694
Poor
Yes
Monthly
Apartment
50
1,194,990
24
Female
39,791
Divorced
1
Master's
Self-Employed
12.559813
Suburban
Basic
1
17
753
6
2024-05-08 15:21:39.254678
Poor
No
Rarely
Condo
565
1,194,991
24
Male
62,779
Single
3
Master's
Employed
6.011786
Urban
Premium
2
9
692
2
2022-10-16 15:21:39.155231
null
No
Weekly
House
578
1,194,992
59
Male
18,216
Divorced
4
PhD
null
null
Rural
Comprehensive
1
18
533
1
2022-05-07 15:21:39.222387
Good
Yes
Rarely
Condo
2,369
1,194,993
21
Female
3,940
Divorced
2
High School
Employed
45.84537
Rural
Premium
null
17
551
1
2019-10-01 15:21:39.106582
Good
No
Rarely
House
3,386
1,194,994
20
Female
1,250
Married
1
Master's
Self-Employed
null
Rural
Premium
0
4
639
6
2022-06-22 15:21:39.261856
Poor
No
Weekly
Apartment
903
1,194,995
34
Female
62,695
Single
4
Bachelor's
Self-Employed
18.682339
Suburban
Basic
0
15
421
9
2020-01-15 15:21:39.202448
Good
No
Daily
Apartment
2,694
1,194,996
49
Female
29,199
Married
null
Bachelor's
Employed
7.028812
Urban
Premium
2
3
478
1
2020-08-16 15:21:39.279729
Average
Yes
Rarely
Apartment
663
1,194,997
34
Male
116,592
Married
4
Bachelor's
null
16.999854
Rural
Premium
3
9
331
4
2021-08-23 15:21:39.221386
Poor
Yes
Weekly
House
542
1,194,998
57
Male
17,175
Married
3
High School
null
11.569133
Urban
Comprehensive
1
11
578
3
2021-05-25 15:21:39.244069
Average
No
Weekly
Condo
1,205
1,194,999
34
Female
81,538
Single
4
PhD
null
14.948431
Rural
Basic
1
6
439
4
2023-10-06 15:21:39.254678
Poor
Yes
Weekly
Apartment
664