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
52,900
39
Male
18,084
Single
null
High School
Unemployed
11.599827
Urban
Premium
1
11
null
6
2021-04-03 15:21:39.098696
Poor
Yes
Monthly
Condo
1,119
52,901
52
Female
null
Divorced
3
Bachelor's
Unemployed
14.08364
Urban
Comprehensive
null
16
392
3
2020-03-29 15:21:39.170099
Poor
Yes
Daily
Apartment
767
52,902
49
Male
14,077
Married
1
Bachelor's
Unemployed
24.065447
Urban
Premium
1
12
815
1
2024-07-29 15:21:39.095696
Poor
No
Weekly
House
564
52,903
24
Female
811
Single
1
PhD
Unemployed
22.243538
Suburban
Premium
null
14
644
1
2023-01-07 15:21:39.237118
null
No
Weekly
House
1,335
52,904
33
Female
null
Married
3
Master's
Employed
48.786776
Rural
Premium
1
6
461
2
2021-08-27 15:21:39.288099
Average
Yes
Monthly
Condo
417
52,905
32
Female
50,837
Married
3
Master's
Employed
21.806065
Urban
Basic
0
17
341
2
2020-01-01 15:21:39.214388
Average
No
Daily
House
1,058
52,906
28
Male
1,330
Single
4
Bachelor's
null
23.481712
Suburban
Basic
1
11
486
8
2024-05-14 15:21:39.122134
Good
No
Monthly
House
1,779
52,907
40
Male
10,128
Divorced
1
Bachelor's
null
25.289993
Rural
Comprehensive
null
5
349
9
2021-09-03 15:21:39.104139
Good
No
Rarely
House
627
52,908
55
Male
18,062
Divorced
3
PhD
Self-Employed
44.908144
Rural
Premium
1
0
652
3
2021-10-17 15:21:39.181605
Poor
Yes
Weekly
Condo
616
52,909
52
Female
25,962
Married
4
PhD
null
36.816659
Suburban
Basic
0
0
711
5
2024-06-30 15:21:39.134960
Poor
No
Monthly
Apartment
431
52,910
49
Female
51,604
Married
4
Bachelor's
Self-Employed
null
Suburban
Basic
0
18
449
5
2022-01-09 15:21:39.121169
Good
Yes
Daily
House
486
52,911
27
Female
16,999
Married
2
High School
null
28.722398
Suburban
Comprehensive
null
11
757
3
2023-12-25 15:21:39.134960
Average
No
Monthly
House
362
52,912
42
Female
1,320
Single
2
PhD
null
14.55598
Suburban
Basic
null
19
330
1
2021-06-11 15:21:39.172097
Average
No
Rarely
Apartment
27
52,913
19
Male
11,814
Single
4
Bachelor's
Self-Employed
34.824703
Rural
Basic
1
17
798
4
2024-03-23 15:21:39.273973
Poor
Yes
Monthly
House
484
52,914
49
Female
5,524
Divorced
4
Master's
null
9.507628
Rural
Premium
3
12
569
9
2021-11-26 15:21:39.155231
Good
No
Monthly
House
1,690
52,915
45
Male
30,678
Married
3
Master's
Unemployed
30.83849
Rural
Comprehensive
1
10
755
4
2023-01-05 15:21:39.182597
Poor
No
Monthly
House
821
52,916
28
Female
96,380
Married
0
Bachelor's
Employed
22.18246
Urban
Basic
null
2
607
3
2021-04-29 15:21:39.119168
Poor
Yes
Weekly
House
306
52,917
25
Female
87,060
Single
4
Master's
null
27.151539
Urban
Comprehensive
2
7
324
2
2023-09-03 15:21:39.226954
Good
No
Daily
Apartment
1,265
52,918
24
Female
16,636
Married
2
Bachelor's
Unemployed
28.327869
Urban
Comprehensive
1
9
664
1
2023-01-29 15:21:39.258696
null
No
Daily
House
654
52,919
23
Female
16,198
Married
0
Master's
null
50.867146
Suburban
Comprehensive
1
18
782
8
2022-08-01 15:21:39.144722
Average
Yes
Rarely
Condo
2,054
52,920
38
Female
71,708
Single
null
Bachelor's
null
31.428326
Urban
Premium
null
13
396
8
2023-01-06 15:21:39.192212
Poor
No
Daily
House
662
52,921
57
Male
null
Married
0
Bachelor's
Employed
8.929262
Suburban
Premium
3
8
359
4
2020-09-09 15:21:39.186212
Average
No
Rarely
Condo
554
52,922
61
Male
2,399
Married
4
Master's
null
3.372748
Urban
Premium
2
4
488
4
2022-11-26 15:21:39.204790
Poor
No
Rarely
Condo
704
52,923
36
Male
26,604
Married
2
High School
Unemployed
43.93551
Rural
Comprehensive
null
13
450
7
2023-01-15 15:21:39.283783
Average
No
Monthly
Condo
101
52,924
22
Female
6,095
Single
1
Bachelor's
Self-Employed
33.823351
Rural
Comprehensive
2
19
495
6
2023-11-11 15:21:39.155231
Poor
Yes
Daily
Apartment
3,473
52,925
56
Female
25,961
Single
4
Bachelor's
Unemployed
13.749208
Urban
Basic
1
16
543
6
2021-03-15 15:21:39.254678
Good
Yes
Monthly
Condo
51
52,926
33
Female
62,950
Married
1
High School
null
31.678625
Suburban
Premium
null
10
617
1
2021-04-11 15:21:39.173834
Good
No
Daily
Apartment
105
52,927
37
Male
27,694
Single
2
Bachelor's
Employed
30.733976
Urban
Premium
3
19
827
4
2020-06-12 15:21:39.231531
Poor
Yes
Daily
Condo
361
52,928
37
Male
24,007
Single
2
Master's
Unemployed
11.091309
Suburban
Comprehensive
0
15
651
9
2020-10-31 15:21:39.237118
Average
Yes
Rarely
Apartment
659
52,929
45
Female
61,713
Single
1
PhD
Self-Employed
27.927597
Rural
Basic
null
16
375
4
2021-05-08 15:21:39.247098
Average
Yes
Monthly
House
710
52,930
18
Male
56,893
Divorced
2
Master's
null
null
Suburban
Basic
1
2
464
6
2023-02-24 15:21:39.248098
Good
No
Monthly
Condo
496
52,931
51
Female
59,541
Single
3
PhD
Unemployed
37.937381
Rural
Comprehensive
0
9
361
1
2023-12-01 15:21:39.155231
Good
Yes
Weekly
House
515
52,932
40
Male
61,583
Married
1
Bachelor's
null
4.296008
Rural
Premium
null
19
418
2
2023-03-25 15:21:39.147735
Poor
No
Weekly
Condo
673
52,933
61
Male
72,693
Married
4
High School
Unemployed
27.72429
Urban
Comprehensive
0
0
638
3
2021-11-18 15:21:39.170099
Average
Yes
Rarely
House
391
52,934
24
Female
13,611
Divorced
3
High School
Employed
17.912013
Rural
Premium
null
19
571
5
2023-07-08 15:21:39.192212
Good
No
Rarely
Condo
23
52,935
32
Male
52,369
Divorced
4
High School
Unemployed
16.837355
Suburban
Premium
0
1
776
1
2020-03-02 15:21:39.264504
Average
No
Monthly
House
215
52,936
35
Female
3,342
Divorced
0
High School
Unemployed
10.818273
Suburban
Premium
1
7
null
4
2022-08-31 15:21:39.134960
Good
No
Weekly
House
2,460
52,937
20
Female
4,900
Married
1
High School
Employed
19.717936
Suburban
Basic
2
17
814
6
2020-08-07 15:21:39.276388
Poor
No
Rarely
Condo
1,216
52,938
36
Male
1,607
Single
4
High School
Employed
21.822706
Urban
Premium
3
1
626
1
2020-02-23 15:21:39.223390
Poor
No
Daily
Apartment
1,215
52,939
35
Female
20,597
Married
0
PhD
null
14.554419
Urban
Comprehensive
1
10
622
6
2024-05-27 15:21:39.134960
Good
Yes
Rarely
House
1,273
52,940
50
Female
35,850
Married
0
High School
null
39.572463
Suburban
Premium
0
11
711
1
2022-06-07 15:21:39.126661
Poor
No
Rarely
House
1,459
52,941
45
Female
29,593
Married
4
Master's
Self-Employed
13.580801
Suburban
Basic
1
9
634
1
2020-09-13 15:21:39.272456
Good
Yes
Rarely
House
482
52,942
28
Female
3,440
Married
0
High School
Unemployed
29.012415
Suburban
Premium
1
19
442
5
2019-09-10 15:21:39.112553
Poor
Yes
Monthly
Apartment
865
52,943
20
Female
16,051
Single
0
Master's
Employed
32.434714
Rural
Comprehensive
1
17
null
1
2021-09-15 15:21:39.134960
Good
No
Rarely
Apartment
1,430
52,944
32
Male
18,077
Married
2
High School
null
10.788481
Urban
Comprehensive
1
0
678
7
2020-06-19 15:21:39.093681
Poor
Yes
Weekly
Condo
907
52,945
61
Male
38,714
Single
4
Master's
Unemployed
12.630829
Suburban
Premium
null
19
638
4
2021-04-16 15:21:39.280784
Poor
No
Rarely
House
1,695
52,946
null
Male
35,311
Divorced
0
PhD
null
4.359621
Urban
Basic
1
6
718
9
2022-04-14 15:21:39.183598
Average
Yes
Daily
House
672
52,947
44
Male
43,922
Married
1
High School
Employed
8.929262
Suburban
Comprehensive
0
18
null
7
2021-04-20 15:21:39.210805
Good
Yes
Rarely
House
1,654
52,948
26
Male
24,981
Married
0
Bachelor's
Unemployed
17.088961
Suburban
Premium
1
7
488
6
2021-05-03 15:21:39.213373
Average
Yes
Rarely
Apartment
1,801
52,949
44
Male
58,864
null
1
High School
Self-Employed
7.918223
Suburban
Comprehensive
2
18
543
8
2022-01-29 15:21:39.191219
Poor
No
Daily
Condo
646
52,950
58
Male
28,776
Divorced
4
PhD
Employed
24.67378
Suburban
Comprehensive
0
3
528
2
2022-06-24 15:21:39.177724
Average
Yes
Monthly
Apartment
2,226
52,951
48
Male
18,289
Married
null
High School
Self-Employed
32.34928
Urban
Premium
null
15
573
1
2021-08-10 15:21:39.256696
Good
No
Monthly
Condo
453
52,952
41
Male
133,146
Divorced
0
Bachelor's
null
31.630564
Rural
Premium
null
4
823
9
2023-12-25 15:21:39.124659
Poor
Yes
Weekly
Condo
166
52,953
43
Female
39,715
Married
4
Master's
null
23.439849
Urban
Basic
2
14
613
4
2022-07-12 15:21:39.171102
Average
Yes
Monthly
Apartment
1,249
52,954
24
Female
24,229
Married
1
High School
null
27.914194
Suburban
Basic
1
19
793
1
2022-05-08 15:21:39.281787
Good
Yes
Monthly
Condo
1,598
52,955
34
Female
39,766
Married
0
PhD
null
40.636137
Rural
Premium
null
1
454
2
2020-03-30 15:21:39.134960
Average
Yes
Daily
Apartment
897
52,956
52
Female
10,827
Single
2
Bachelor's
Employed
12.551792
Rural
Basic
0
5
487
5
2022-10-01 15:21:39.134960
Good
Yes
Daily
Apartment
471
52,957
57
Male
3,769
null
3
PhD
null
18.504962
Rural
Comprehensive
1
1
807
6
2021-10-03 15:21:39.155231
Poor
Yes
Weekly
Apartment
338
52,958
54
Male
72,391
Single
4
High School
Employed
9.674542
Urban
Premium
2
11
310
9
2019-10-28 15:21:39.244069
Poor
No
Daily
House
2,680
52,959
39
Female
12,800
Divorced
0
PhD
Employed
5.71926
Rural
Comprehensive
2
12
null
5
2020-03-20 15:21:39.107553
Poor
No
Daily
Condo
2,164
52,960
54
Female
37,149
null
1
Bachelor's
null
16.16492
Suburban
Premium
null
7
null
4
2020-11-30 15:21:39.155231
Average
Yes
Daily
House
2,674
52,961
31
Female
20,298
Married
0
Bachelor's
null
16.992667
Suburban
Basic
2
15
829
2
2022-04-18 15:21:39.282785
Average
Yes
Monthly
Condo
571
52,962
37
Male
1,592
null
2
Master's
null
13.179551
Rural
Comprehensive
3
16
557
4
2023-05-31 15:21:39.113566
Poor
Yes
Daily
Condo
1,325
52,963
52
Female
1,001
Divorced
2
Master's
Unemployed
25.584787
Urban
Basic
null
0
751
3
2021-02-27 15:21:39.155231
Poor
Yes
Daily
House
2,465
52,964
47
Female
888
Single
4
High School
Self-Employed
null
Rural
Premium
0
16
595
9
2022-02-28 15:21:39.094752
Good
Yes
Daily
House
1,875
52,965
50
Male
45,943
Married
1
Bachelor's
Employed
35.823129
Suburban
Premium
null
8
null
3
2023-12-01 15:21:39.204790
Good
Yes
Daily
Condo
1,076
52,966
29
Female
3,909
Married
2
Master's
Self-Employed
6.636974
Rural
Comprehensive
0
17
588
6
2021-07-20 15:21:39.274993
Good
No
Daily
House
2,194
52,967
30
Female
4,870
Divorced
4
Bachelor's
Self-Employed
51.966833
Suburban
Basic
0
0
null
7
2023-07-30 15:21:39.130190
Good
Yes
Daily
House
172
52,968
35
Male
9,407
Divorced
3
Master's
Unemployed
20.859102
Rural
Basic
null
7
438
9
2020-06-21 15:21:39.081504
Good
Yes
Daily
Apartment
742
52,969
36
Female
54,596
Divorced
2
Master's
null
51.878209
Rural
Comprehensive
null
10
518
5
2024-01-12 15:21:39.245086
Poor
Yes
Daily
Apartment
543
52,970
48
Female
16,536
Single
3
Bachelor's
Unemployed
26.203319
Rural
Premium
3
2
716
4
2021-06-30 15:21:39.251142
Poor
No
Monthly
House
1,198
52,971
30
Male
20,370
Married
3
PhD
Employed
20.553394
Suburban
Comprehensive
null
10
787
3
2024-05-14 15:21:39.155231
null
No
Weekly
Apartment
2,598
52,972
52
Male
5,782
Single
2
PhD
Employed
18.942462
Suburban
Comprehensive
null
16
632
1
2021-06-11 15:21:39.134960
Average
Yes
Weekly
Condo
741
52,973
39
Female
45,923
Divorced
3
Bachelor's
Employed
16.149894
Rural
Basic
null
10
700
8
2019-09-25 15:21:39.148733
Average
No
Daily
Apartment
1,031
52,974
39
Female
39,743
Divorced
1
PhD
Unemployed
23.522345
Rural
Comprehensive
null
4
815
3
2020-11-26 15:21:39.237118
Average
No
Rarely
House
565
52,975
48
Male
11,551
Divorced
1
Master's
Self-Employed
8.351805
Urban
Comprehensive
1
15
687
2
2020-12-12 15:21:39.213373
Good
No
Rarely
House
519
52,976
62
Female
91,662
Divorced
0
Master's
Unemployed
13.164526
Urban
Basic
2
17
522
3
2021-11-18 15:21:39.109552
Good
No
Rarely
Condo
66
52,977
47
Male
758
Single
1
PhD
null
33.038652
Rural
Basic
0
1
459
6
2019-08-20 15:21:39.112553
Average
No
Monthly
House
1,210
52,978
26
Male
12,204
Married
2
Master's
Self-Employed
26.091534
Suburban
Comprehensive
2
1
781
7
2020-02-02 15:21:39.111551
Poor
Yes
Weekly
Apartment
454
52,979
64
Female
6,373
Married
4
Master's
Self-Employed
34.757206
Rural
Comprehensive
null
3
778
4
2023-05-13 15:21:39.134960
Good
No
Weekly
Apartment
1,543
52,980
18
Female
15,942
Married
1
High School
Self-Employed
23.039781
Suburban
Comprehensive
null
13
null
9
2022-11-12 15:21:39.126661
Average
No
Weekly
Apartment
639
52,981
33
Male
12,466
Divorced
null
High School
Unemployed
46.08678
Suburban
Comprehensive
0
18
632
2
2023-12-27 15:21:39.237118
Good
Yes
Rarely
Condo
857
52,982
42
Female
50,424
Divorced
2
PhD
Unemployed
5.681007
Urban
Comprehensive
0
17
428
8
2024-06-06 15:21:39.193945
Good
Yes
Monthly
House
3,771
52,983
49
Male
null
Single
1
Master's
Self-Employed
19.937161
Rural
Basic
null
4
null
2
2021-01-25 15:21:39.194829
Good
No
Daily
Condo
327
52,984
46
Male
29,063
Married
3
Master's
Employed
48.487976
Rural
Basic
null
8
848
2
2023-05-06 15:21:39.155231
Good
No
Daily
House
1,114
52,985
39
Male
37,819
Married
2
Master's
Employed
17.868475
Rural
Comprehensive
null
0
719
9
2020-07-08 15:21:39.165120
Poor
Yes
Weekly
House
1,607
52,986
49
Female
63,302
Divorced
2
PhD
null
29.371586
Suburban
Comprehensive
3
9
834
9
2023-09-21 15:21:39.192212
Average
Yes
Monthly
Condo
325
52,987
32
Male
9,652
Married
4
Bachelor's
Self-Employed
24.69336
Rural
Premium
1
6
330
1
2022-05-10 15:21:39.134960
Average
Yes
Daily
Apartment
1,600
52,988
20
Male
64,490
Married
2
High School
Employed
16.143834
Suburban
Premium
3
13
336
4
2020-10-03 15:21:39.276901
Average
No
Monthly
Apartment
78
52,989
64
Female
61,787
Single
1
Bachelor's
null
10.588837
Urban
Basic
0
5
739
9
2024-06-03 15:21:39.248098
null
Yes
Weekly
Condo
1,839
52,990
23
Male
2,973
Married
3
Bachelor's
Self-Employed
32.299541
Urban
Comprehensive
2
14
571
8
2023-05-28 15:21:39.248098
Poor
Yes
Monthly
Apartment
535
52,991
44
Female
32,622
Divorced
1
High School
Unemployed
13.828166
Urban
Basic
0
4
622
1
2023-02-16 15:21:39.134960
Poor
No
Rarely
House
809
52,992
31
Female
11,095
Married
3
Master's
Self-Employed
21.816101
Urban
Comprehensive
0
14
537
4
2021-12-10 15:21:39.219432
Poor
No
Weekly
Condo
373
52,993
62
Female
28,409
Married
3
Bachelor's
Unemployed
32.691131
Urban
Premium
0
15
775
2
2020-01-13 15:21:39.132191
Good
No
Weekly
Condo
3,521
52,994
46
Female
42,345
Married
0
High School
Self-Employed
16.616732
Rural
Basic
0
14
null
2
2024-01-27 15:21:39.149731
Average
No
Daily
Apartment
1,661
52,995
26
Female
2,670
Single
4
High School
Employed
30.839655
Suburban
Basic
3
9
822
5
2020-02-10 15:21:39.134960
Poor
Yes
Weekly
House
473
52,996
55
Male
3,484
Married
0
PhD
null
22.817453
Urban
Comprehensive
1
1
713
2
2019-12-16 15:21:39.207847
Average
No
Rarely
Condo
2,376
52,997
41
Female
132,432
Single
2
High School
Self-Employed
21.253679
Rural
Premium
0
12
437
3
2024-07-22 15:21:39.256696
Average
No
Daily
Apartment
3,073
52,998
38
Male
82,040
Married
4
PhD
null
49.944186
Urban
Premium
1
5
501
8
2021-03-19 15:21:39.188220
Good
Yes
Rarely
Apartment
73
52,999
25
Male
105,106
Divorced
2
Bachelor's
Self-Employed
41.52798
Rural
Premium
1
0
460
6
2021-12-14 15:21:39.269494
Average
Yes
Daily
Apartment
425