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
1,183,900
43
Female
7,530
Single
2
Master's
Unemployed
4.180438
Urban
Basic
3
16
552
9
2022-07-03 15:21:39.188220
Average
Yes
Monthly
Condo
1,363
1,183,901
23
Female
110,996
Divorced
1
High School
Employed
15.959561
Suburban
Comprehensive
0
3
421
6
2021-09-05 15:21:39.261856
Good
No
Daily
Condo
26
1,183,902
25
Male
76,516
Single
1
PhD
Employed
27.793888
Suburban
Premium
null
3
616
6
2019-10-19 15:21:39.155231
Good
No
Monthly
Apartment
3,775
1,183,903
38
Male
100,964
Married
0
Bachelor's
null
21.788701
Urban
Comprehensive
1
3
438
3
2024-02-19 15:21:39.221386
Good
No
Weekly
Apartment
788
1,183,904
64
Female
5,958
Single
0
High School
Unemployed
12.294818
Rural
Basic
0
7
603
7
2020-03-17 15:21:39.094752
Poor
Yes
Daily
Apartment
2,125
1,183,905
40
Female
18,077
Divorced
4
Bachelor's
Self-Employed
14.868182
Rural
Basic
0
9
636
3
2023-03-19 15:21:39.155231
Poor
No
Daily
House
930
1,183,906
28
Male
null
Divorced
1
High School
Self-Employed
17.794394
Urban
Basic
1
9
475
9
2024-07-31 15:21:39.134960
Good
Yes
Monthly
Apartment
56
1,183,907
53
Male
16,096
Married
1
High School
Employed
17.242426
Urban
Premium
null
18
505
2
2021-12-10 15:21:39.271453
Poor
No
Monthly
House
719
1,183,908
38
Male
15,762
Single
3
PhD
Self-Employed
27.556069
Rural
Basic
null
5
677
4
2022-04-26 15:21:39.105504
Poor
Yes
Monthly
House
1,029
1,183,909
30
Female
36,642
Divorced
null
Master's
Unemployed
25.737237
Suburban
Comprehensive
0
9
655
4
2023-10-19 15:21:39.083497
Poor
No
Monthly
Condo
492
1,183,910
52
Male
23,720
Single
1
Bachelor's
Self-Employed
22.845578
Urban
Comprehensive
1
2
803
6
2021-02-07 15:21:39.097737
Average
No
Daily
Apartment
722
1,183,911
19
Male
43,780
Divorced
3
Master's
Self-Employed
22.647661
Suburban
Basic
null
19
578
7
2022-08-22 15:21:39.096739
Good
No
Weekly
House
548
1,183,912
57
Female
1,642
Married
3
High School
null
12.074097
Urban
Premium
2
5
706
1
2021-08-13 15:21:39.265513
Average
Yes
Weekly
Condo
1,864
1,183,913
24
Female
5,566
Married
0
Bachelor's
null
6.633582
Urban
Premium
2
1
666
6
2023-09-12 15:21:39.267454
Good
Yes
Daily
Apartment
394
1,183,914
48
Male
44,610
Married
4
Bachelor's
null
12.716488
Suburban
Comprehensive
null
7
424
2
2023-10-18 15:21:39.093681
Good
No
Monthly
Condo
3,180
1,183,915
47
Male
59,728
Divorced
0
Master's
null
27.769706
Suburban
Comprehensive
0
18
508
5
2021-12-15 15:21:39.259788
Average
No
Rarely
Condo
2,224
1,183,916
62
Female
81,778
Single
4
High School
Employed
6.674303
Rural
Basic
2
0
546
2
2023-12-13 15:21:39.129190
null
No
Monthly
Condo
1,499
1,183,917
45
Female
113,867
Divorced
2
High School
Employed
46.630325
Rural
Premium
1
19
405
4
2020-11-09 15:21:39.155231
Poor
No
Weekly
Condo
2,230
1,183,918
61
Male
40,540
Divorced
4
Master's
Employed
17.276817
Suburban
Premium
1
11
803
7
2022-03-22 15:21:39.233998
Average
Yes
Rarely
Apartment
1,208
1,183,919
64
Female
2,858
Single
3
Bachelor's
Unemployed
47.393869
Rural
Premium
0
12
727
7
2021-07-18 15:21:39.155231
Average
Yes
Monthly
Apartment
4,847
1,183,920
40
Male
11,905
Single
2
PhD
null
14.908386
Rural
Basic
0
10
333
1
2023-04-22 15:21:39.105504
Poor
No
Weekly
Condo
719
1,183,921
35
Female
142,861
Married
4
Bachelor's
Self-Employed
18.25463
Urban
Premium
0
7
354
6
2021-09-23 15:21:39.289099
Average
Yes
Daily
House
286
1,183,922
42
Male
73,610
Single
0
High School
Self-Employed
17.441482
Rural
Premium
3
8
506
1
2021-02-10 15:21:39.176717
Good
Yes
Monthly
Condo
1,604
1,183,923
20
Male
44,690
Divorced
1
High School
Unemployed
null
Suburban
Comprehensive
null
5
739
8
2024-05-20 15:21:39.155231
Poor
No
Daily
House
538
1,183,924
39
Female
43,972
Single
2
Master's
Employed
22.159716
Rural
Basic
1
16
494
5
2024-05-21 15:21:39.174719
Good
No
Daily
Apartment
984
1,183,925
38
Male
6,730
Married
2
PhD
Employed
39.692424
Urban
Premium
null
4
null
5
2022-05-08 15:21:39.187211
Average
Yes
Monthly
Condo
2,549
1,183,926
43
Male
61,768
Divorced
null
High School
null
null
Rural
Premium
0
3
438
8
2023-07-22 15:21:39.155231
Average
No
Weekly
Apartment
515
1,183,927
21
Female
16,888
Divorced
4
Bachelor's
null
18.484098
Suburban
Comprehensive
null
9
null
2
2019-11-05 15:21:39.134960
Average
Yes
Rarely
House
1,142
1,183,928
21
Male
2,396
Divorced
3
Bachelor's
Unemployed
24.671428
Rural
Comprehensive
null
2
848
9
2020-09-05 15:21:39.155231
Poor
Yes
Rarely
House
393
1,183,929
53
Male
52,277
Single
3
Bachelor's
null
23.168325
Suburban
Basic
1
13
324
1
2021-01-01 15:21:39.105504
null
Yes
Rarely
Condo
1,054
1,183,930
52
Male
10,439
Married
4
Bachelor's
null
49.966389
Urban
Comprehensive
1
5
567
2
2020-12-18 15:21:39.236064
Good
No
Rarely
House
532
1,183,931
62
Female
15,364
Married
4
High School
Self-Employed
28.818232
Urban
Premium
null
1
791
8
2021-12-16 15:21:39.096739
Average
No
Rarely
Apartment
1,209
1,183,932
19
Male
28,126
Divorced
null
Bachelor's
null
26.385764
Rural
Premium
null
17
584
7
2022-04-30 15:21:39.155231
Poor
No
Daily
Apartment
912
1,183,933
22
Female
22,213
Married
4
PhD
Employed
33.594549
Suburban
Comprehensive
null
9
336
1
2021-01-22 15:21:39.208842
Average
No
Daily
Apartment
3,976
1,183,934
44
Female
3,689
Married
4
High School
Unemployed
33.482989
Rural
Comprehensive
2
1
765
6
2021-02-03 15:21:39.134960
Average
Yes
Weekly
Apartment
556
1,183,935
40
Male
17,897
Single
null
Master's
null
25.637291
Suburban
Premium
null
13
558
7
2022-08-07 15:21:39.134960
Good
Yes
Daily
Condo
1,093
1,183,936
38
Female
11,160
Divorced
3
Master's
Self-Employed
32.597838
Urban
Comprehensive
0
14
725
5
2022-08-25 15:21:39.091080
Good
No
Rarely
House
759
1,183,937
64
Female
99,571
Divorced
0
Bachelor's
Self-Employed
13.121462
Rural
Comprehensive
3
11
415
3
2020-09-17 15:21:39.287115
Average
No
Daily
Condo
126
1,183,938
20
Male
33,647
Married
3
Bachelor's
Employed
9.664303
Urban
Premium
1
0
null
7
2022-07-04 15:21:39.134960
Good
Yes
Monthly
Apartment
739
1,183,939
26
Female
20,597
Married
3
PhD
null
24.544827
Suburban
Comprehensive
1
16
766
2
2023-12-02 15:21:39.155231
Poor
Yes
Daily
Apartment
1,072
1,183,940
30
Female
734
Divorced
2
PhD
null
7.785928
Suburban
Comprehensive
1
3
706
9
2021-06-23 15:21:39.225916
null
Yes
Rarely
House
787
1,183,941
51
Female
23,757
Divorced
4
High School
Self-Employed
47.087312
Rural
Premium
null
18
null
4
2023-08-11 15:21:39.281787
Good
No
Weekly
House
28
1,183,942
55
Male
null
null
1
PhD
Unemployed
50.131369
Urban
Comprehensive
0
8
446
8
2024-06-24 15:21:39.113566
Good
No
Daily
Condo
2,514
1,183,943
46
Male
6,392
Divorced
3
High School
Unemployed
20.143637
Urban
Basic
null
2
642
6
2019-12-10 15:21:39.155231
Average
Yes
Monthly
Apartment
993
1,183,944
49
Male
35,651
Single
3
Master's
null
16.892428
Suburban
Premium
null
4
801
3
2020-08-09 15:21:39.204790
Good
No
Rarely
Condo
1,920
1,183,945
50
Female
148,639
Single
0
High School
null
28.039626
Urban
Premium
0
5
438
2
2023-06-14 15:21:39.205850
Poor
Yes
Rarely
Apartment
1,283
1,183,946
60
Female
26,646
Divorced
1
Master's
null
39.718029
Rural
Comprehensive
2
5
709
1
2019-11-05 15:21:39.208842
Good
No
Weekly
Condo
1,131
1,183,947
43
Female
1,006
Single
4
Master's
Employed
10.68511
Rural
Comprehensive
1
12
729
4
2021-12-08 15:21:39.150730
Good
No
Monthly
Condo
2,518
1,183,948
18
Male
23,495
Single
0
PhD
Self-Employed
35.677841
Urban
Basic
null
6
550
8
2020-09-08 15:21:39.214388
null
Yes
Monthly
Condo
4,978
1,183,949
32
Female
6,839
Divorced
0
High School
Unemployed
28.365501
Suburban
Premium
0
15
725
3
2024-07-05 15:21:39.218388
Average
Yes
Rarely
House
574
1,183,950
56
Male
16,274
Divorced
2
Bachelor's
Unemployed
4.552747
Suburban
Basic
null
10
593
9
2022-10-04 15:21:39.282785
Poor
No
Weekly
House
709
1,183,951
48
Female
75,746
Single
3
PhD
null
16.141147
Rural
Premium
null
8
330
6
2021-09-05 15:21:39.172097
Average
No
Rarely
Apartment
1,659
1,183,952
41
Male
3,083
Divorced
2
PhD
Employed
16.410074
Urban
Premium
0
4
704
1
2023-12-09 15:21:39.098696
null
Yes
Weekly
Apartment
676
1,183,953
54
Male
4,664
Single
4
High School
null
13.366401
Suburban
Comprehensive
3
18
847
6
2023-03-16 15:21:39.256696
Average
No
Weekly
Apartment
923
1,183,954
33
Female
127,164
Married
2
Bachelor's
Employed
31.907469
Rural
Basic
0
17
591
7
2021-12-10 15:21:39.148733
Good
No
Monthly
House
350
1,183,955
36
Male
29,894
Single
0
Master's
Employed
13.26259
Suburban
Comprehensive
null
11
null
9
2022-12-08 15:21:39.214388
Good
Yes
Daily
House
1,746
1,183,956
50
Male
15,636
Divorced
2
High School
Employed
7.819203
Rural
Premium
null
0
303
3
2020-04-11 15:21:39.249100
Poor
No
Rarely
House
4,075
1,183,957
62
Male
38,932
Divorced
4
High School
Self-Employed
19.991634
Suburban
Basic
3
15
null
3
2021-04-24 15:21:39.193945
Average
Yes
Rarely
House
676
1,183,958
21
Female
82,799
Divorced
1
High School
null
31.907842
Suburban
Basic
1
5
677
4
2021-10-03 15:21:39.179186
Poor
Yes
Monthly
Condo
87
1,183,959
21
Female
null
Married
0
PhD
Employed
3.375028
Urban
Comprehensive
2
0
417
8
2024-03-12 15:21:39.274993
Good
No
Daily
Apartment
484
1,183,960
34
Female
1,345
Divorced
0
Bachelor's
Employed
38.053811
Rural
Basic
0
3
403
7
2022-05-28 15:21:39.263607
Good
No
Monthly
House
728
1,183,961
50
Male
18,368
Single
4
Bachelor's
Unemployed
23.687931
Urban
Premium
0
17
581
6
2024-04-24 15:21:39.098696
Average
Yes
Rarely
Condo
112
1,183,962
32
Male
5,945
Married
2
Bachelor's
Employed
10.271863
Suburban
Comprehensive
2
11
367
8
2024-06-13 15:21:39.155231
Poor
Yes
Rarely
Condo
1,350
1,183,963
35
Male
3,988
Single
2
Bachelor's
null
23.437923
Urban
Comprehensive
null
16
460
7
2020-08-17 15:21:39.134960
Average
No
Daily
Condo
1,138
1,183,964
55
Male
107,829
Married
3
High School
Unemployed
23.559465
Suburban
Basic
null
13
575
3
2021-12-14 15:21:39.226954
Good
Yes
Monthly
Condo
391
1,183,965
null
Female
43,711
Married
0
Bachelor's
Unemployed
5.958795
Suburban
Basic
null
14
null
7
2023-10-06 15:21:39.255696
Good
Yes
Daily
Condo
3,081
1,183,966
51
Female
19,532
Single
0
Master's
null
24.457215
Rural
Premium
0
18
447
2
2020-07-10 15:21:39.092127
Good
Yes
Daily
Condo
977
1,183,967
18
Female
2,414
Divorced
0
PhD
Self-Employed
45.792399
Suburban
Premium
2
10
775
3
2020-03-14 15:21:39.261856
Good
Yes
Daily
Condo
991
1,183,968
44
Female
3,058
Married
3
Bachelor's
Unemployed
19.544923
Suburban
Basic
1
0
497
7
2020-04-07 15:21:39.198406
Average
No
Monthly
Apartment
1,734
1,183,969
54
Male
10,176
Divorced
null
PhD
null
3.968834
Suburban
Comprehensive
1
10
848
4
2020-05-16 15:21:39.134960
Poor
No
Monthly
Condo
1,056
1,183,970
40
Male
43,871
Divorced
0
Master's
null
4.984766
Urban
Basic
0
1
328
1
2023-11-09 15:21:39.211806
Good
No
Weekly
Condo
813
1,183,971
29
Male
5,824
Divorced
0
PhD
Employed
34.583947
Urban
Basic
0
8
801
2
2021-06-18 15:21:39.279729
Average
Yes
Daily
Apartment
767
1,183,972
28
Female
19,826
Single
3
High School
Unemployed
18.915827
Urban
Premium
0
4
339
6
2020-02-08 15:21:39.134960
Poor
No
Rarely
House
1,048
1,183,973
25
Male
1,210
Divorced
3
High School
Unemployed
34.844223
Suburban
Basic
2
7
558
2
2020-02-18 15:21:39.134960
Average
No
Weekly
Condo
538
1,183,974
37
Male
1,328
Married
2
Master's
null
22.373225
Suburban
Comprehensive
null
0
659
5
2020-05-06 15:21:39.236064
Good
No
Weekly
House
2,174
1,183,975
48
Male
74,916
Divorced
3
Bachelor's
Unemployed
10.038654
Rural
Premium
0
15
415
3
2021-07-15 15:21:39.134960
Average
Yes
Monthly
House
240
1,183,976
37
Male
9,295
Single
2
PhD
Employed
33.245621
Suburban
Basic
2
12
null
9
2024-07-16 15:21:39.164044
Good
Yes
Monthly
Condo
1,189
1,183,977
38
Male
1,788
Divorced
1
Bachelor's
Unemployed
10.638153
Urban
Premium
1
6
706
1
2021-09-28 15:21:39.265513
Good
No
Monthly
Apartment
2,341
1,183,978
23
Male
7,378
Single
1
High School
Self-Employed
31.164821
Rural
Comprehensive
1
9
674
8
2021-08-10 15:21:39.168099
Average
Yes
Rarely
House
603
1,183,979
40
Female
5,865
Divorced
3
PhD
null
23.036869
Rural
Comprehensive
2
18
567
6
2022-07-03 15:21:39.146733
Poor
Yes
Monthly
House
1,224
1,183,980
24
Female
null
Divorced
1
PhD
Self-Employed
28.846115
Rural
Comprehensive
1
13
832
4
2023-12-09 15:21:39.190215
null
No
Monthly
House
2,996
1,183,981
48
Male
52,653
Married
2
Bachelor's
Employed
28.233098
Urban
Comprehensive
1
7
363
1
2024-08-14 15:21:39.287115
Good
Yes
Daily
Condo
704
1,183,982
41
Female
17,097
Married
2
Bachelor's
Employed
9.959227
Rural
Comprehensive
null
16
434
2
2022-06-13 15:21:39.134960
Poor
No
Weekly
Condo
689
1,183,983
30
Male
619
Married
3
Bachelor's
Self-Employed
48.773946
Rural
Premium
null
4
410
8
2023-11-04 15:21:39.273454
Average
No
Weekly
Condo
2,549
1,183,984
51
Male
103,796
Single
2
High School
Self-Employed
7.030937
Urban
Premium
null
11
474
4
2021-10-08 15:21:39.237118
Poor
No
Rarely
House
3,034
1,183,985
46
Female
14,927
null
2
Master's
null
20.726215
Suburban
Comprehensive
2
3
502
1
2021-11-06 15:21:39.191219
Good
Yes
Daily
House
1,847
1,183,986
24
Female
3,580
Divorced
0
High School
Unemployed
29.928581
Rural
Comprehensive
null
11
706
9
2021-11-30 15:21:39.155231
null
No
Weekly
House
1,808
1,183,987
31
Female
101,733
Single
null
PhD
Unemployed
15.716933
Suburban
Basic
2
5
null
5
2021-03-07 15:21:39.237118
Average
No
Rarely
House
3,011
1,183,988
60
Male
39,055
Single
4
PhD
Unemployed
31.002441
Rural
Premium
1
12
null
8
2021-01-12 15:21:39.105504
Good
No
Monthly
Condo
850
1,183,989
50
Male
74,439
Married
1
Bachelor's
Unemployed
23.084114
Rural
Basic
2
18
433
6
2019-11-24 15:21:39.152732
Good
No
Monthly
Apartment
3,738
1,183,990
50
Female
6,977
Single
4
Master's
Unemployed
11.827904
Suburban
Premium
1
19
673
8
2022-09-18 15:21:39.237118
Average
No
Monthly
Condo
847
1,183,991
53
Male
20,962
Divorced
2
High School
Unemployed
31.390099
Rural
Basic
1
4
513
5
2023-05-21 15:21:39.134960
Average
No
Daily
Apartment
834
1,183,992
45
Female
38,808
Divorced
0
PhD
Unemployed
null
Suburban
Premium
null
7
799
9
2024-04-17 15:21:39.134960
Good
No
Rarely
Condo
1,476
1,183,993
18
Male
927
Married
1
PhD
null
26.723636
Suburban
Comprehensive
2
0
552
6
2022-09-12 15:21:39.181605
null
No
Monthly
Apartment
977
1,183,994
29
Female
55,433
Married
0
PhD
Self-Employed
36.27798
Suburban
Basic
0
6
315
9
2021-03-25 15:21:39.168099
Average
Yes
Monthly
Apartment
452
1,183,995
61
Female
16,063
Divorced
1
PhD
Unemployed
34.856324
Suburban
Comprehensive
1
9
null
5
2022-06-22 15:21:39.182597
null
No
Weekly
Condo
454
1,183,996
59
Male
null
Single
3
High School
Unemployed
35.65453
Suburban
Comprehensive
null
0
578
1
2022-11-08 15:21:39.155231
Poor
No
Weekly
Condo
208
1,183,997
41
Female
91,903
Single
4
PhD
Self-Employed
16.740624
Urban
Premium
2
3
787
8
2024-03-12 15:21:39.155231
null
No
Monthly
Apartment
1,244
1,183,998
50
Female
24,344
Single
0
Master's
null
null
Urban
Comprehensive
2
18
609
6
2021-03-19 15:21:39.233998
Average
Yes
Rarely
House
3,361
1,183,999
40
Female
15,258
Single
2
Master's
Unemployed
33.068397
Rural
Basic
1
0
654
6
2019-09-25 15:21:39.218388
Poor
Yes
Daily
Apartment
1,668