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
40,000
54
Female
49,851
Divorced
3
Master's
null
49.089505
Rural
Basic
null
13
573
9
2020-02-29 15:21:39.224915
Good
No
Rarely
House
193
40,001
36
Male
92,362
Single
0
Master's
Unemployed
7.917914
Rural
Comprehensive
2
19
473
5
2020-11-14 15:21:39.175719
null
No
Monthly
Condo
2,625
40,002
34
Female
16,297
Divorced
1
Master's
Unemployed
8.94799
Rural
Comprehensive
1
12
null
8
2023-03-16 15:21:39.224915
Good
No
Daily
Apartment
828
40,003
32
Female
1,429
Divorced
3
PhD
null
32.185827
Urban
Basic
2
11
556
9
2020-10-25 15:21:39.180553
Poor
No
Rarely
Apartment
28
40,004
51
Female
73,881
Married
null
Bachelor's
null
51.07953
Suburban
Basic
1
18
310
6
2022-12-14 15:21:39.083497
Average
No
Monthly
Apartment
966
40,005
45
Male
2,873
Single
null
PhD
Unemployed
7.737883
Rural
Comprehensive
2
15
725
7
2022-08-16 15:21:39.179186
Good
No
Rarely
House
785
40,006
50
Male
105,883
Married
1
Bachelor's
Employed
null
Rural
Premium
null
7
373
2
2022-03-30 15:21:39.134960
null
Yes
Monthly
House
1,332
40,007
54
Male
58,463
Married
0
Bachelor's
Employed
26.158313
Suburban
Comprehensive
null
9
364
3
2022-08-24 15:21:39.113566
Poor
No
Weekly
Apartment
1,135
40,008
26
Male
37,663
Divorced
0
High School
Employed
28.835494
Urban
Basic
null
15
360
5
2022-06-02 15:21:39.155231
Average
Yes
Rarely
Apartment
476
40,009
28
Male
14,061
Divorced
1
PhD
Unemployed
11.764973
Urban
Basic
1
7
527
2
2020-11-23 15:21:39.276901
Good
Yes
Rarely
House
884
40,010
31
Male
8,258
Single
1
High School
null
26.919995
Rural
Comprehensive
1
6
394
2
2020-01-11 15:21:39.163789
Good
Yes
Daily
Apartment
822
40,011
35
Female
3,254
Divorced
null
Bachelor's
Unemployed
25.781069
Rural
Premium
null
11
693
2
2021-02-24 15:21:39.155231
Good
No
Rarely
Condo
156
40,012
64
Female
48,721
Divorced
3
High School
Employed
5.32986
Rural
Basic
1
3
376
6
2022-12-28 15:21:39.081504
Average
No
Daily
Apartment
633
40,013
58
Male
1,626
Married
2
Master's
Self-Employed
29.022924
Urban
Basic
2
13
840
5
2020-12-10 15:21:39.211806
Average
No
Daily
House
2,539
40,014
33
Female
1,007
Divorced
1
PhD
null
18.993583
Urban
Comprehensive
2
5
744
2
2023-03-16 15:21:39.134960
Good
No
Rarely
Apartment
2,686
40,015
37
Female
25,004
Divorced
0
Master's
null
null
Suburban
Comprehensive
0
10
null
1
2023-02-22 15:21:39.279729
null
Yes
Weekly
House
3,377
40,016
64
Male
null
Single
0
Master's
Self-Employed
22.933897
Rural
Comprehensive
0
5
330
6
2020-09-18 15:21:39.134960
Average
No
Weekly
House
589
40,017
36
Female
101,174
Married
1
Bachelor's
Employed
6.984791
Urban
Premium
null
9
407
8
2023-06-21 15:21:39.120168
Good
Yes
Monthly
Condo
1,185
40,018
26
Female
10,097
Divorced
1
PhD
null
18.994849
Rural
Basic
1
19
533
7
2021-12-18 15:21:39.155231
Poor
No
Weekly
House
728
40,019
24
Male
89,992
Divorced
3
Master's
Unemployed
34.782828
Urban
Premium
2
14
null
9
2021-01-05 15:21:39.134960
Poor
Yes
Rarely
House
50
40,020
37
Male
23,015
Single
2
Master's
Unemployed
27.017785
Urban
Comprehensive
1
1
null
5
2024-07-18 15:21:39.198406
Good
No
Daily
Condo
2,133
40,021
31
Male
44,967
Married
2
Bachelor's
Self-Employed
39.637486
Urban
Comprehensive
1
14
772
9
2020-11-18 15:21:39.145732
Good
Yes
Weekly
Condo
757
40,022
19
Male
6,098
Single
3
Bachelor's
null
40.988511
Rural
Comprehensive
1
14
438
7
2020-07-02 15:21:39.096739
Poor
No
Monthly
Condo
661
40,023
60
Female
2,476
Single
0
PhD
Self-Employed
10.969671
Rural
Comprehensive
2
9
782
7
2019-10-23 15:21:39.171102
Poor
No
Monthly
Condo
477
40,024
39
Male
40,237
Married
4
High School
Unemployed
6.038845
Rural
Comprehensive
1
14
586
8
2021-04-19 15:21:39.121169
Poor
Yes
Weekly
Condo
185
40,025
34
Male
11,473
Divorced
3
High School
Self-Employed
37.016522
Suburban
Basic
null
18
584
6
2022-10-05 15:21:39.155231
Poor
No
Rarely
House
1,922
40,026
58
Female
55,556
Divorced
1
High School
null
21.716578
Suburban
Basic
null
18
451
5
2021-10-30 15:21:39.202448
Poor
Yes
Monthly
Condo
261
40,027
23
Female
84,490
Divorced
4
High School
Employed
null
Urban
Basic
2
12
813
7
2024-02-19 15:21:39.108562
Average
Yes
Monthly
House
37
40,028
61
Male
2,474
Divorced
4
Bachelor's
Unemployed
30.878492
Suburban
Premium
0
10
771
8
2024-04-23 15:21:39.261856
Good
No
Daily
Apartment
2,766
40,029
31
Female
14,228
Single
3
Master's
Employed
15.167419
Suburban
Premium
0
1
347
9
2024-05-08 15:21:39.126661
null
Yes
Daily
Condo
1,516
40,030
61
Male
3,645
Single
4
Master's
Self-Employed
21.639732
Urban
Basic
0
9
313
5
2022-11-26 15:21:39.237118
null
No
Rarely
Condo
1,197
40,031
42
Female
13,791
Single
3
PhD
null
25.593814
Suburban
Comprehensive
null
9
639
5
2022-08-12 15:21:39.206847
Good
Yes
Monthly
Condo
36
40,032
27
Male
48,541
Married
0
PhD
null
13.959083
Suburban
Basic
1
2
325
3
2020-01-19 15:21:39.123711
Good
No
Monthly
Condo
260
40,033
59
Female
25,166
Married
0
High School
Employed
8.472077
Suburban
Basic
1
2
557
6
2021-02-27 15:21:39.106582
Poor
No
Daily
House
907
40,034
56
Male
43,463
Married
null
PhD
Unemployed
44.495524
Rural
Comprehensive
1
3
783
9
2023-06-17 15:21:39.126661
Average
Yes
Daily
Apartment
1,379
40,035
58
Male
9,646
Divorced
0
High School
null
10.139881
Rural
Premium
null
13
478
3
2023-06-15 15:21:39.270454
Poor
No
Weekly
House
2,817
40,036
39
Male
3,351
Single
0
High School
Self-Employed
11.354825
Urban
Basic
null
16
602
6
2023-03-04 15:21:39.108562
Good
Yes
Rarely
Apartment
392
40,037
61
Male
45,610
Single
0
High School
Employed
null
Rural
Comprehensive
1
12
549
5
2021-06-16 15:21:39.114118
Good
Yes
Monthly
Apartment
1,559
40,038
61
Male
8,096
Married
4
PhD
null
null
Rural
Premium
null
19
605
5
2021-05-29 15:21:39.288099
Poor
Yes
Rarely
Apartment
811
40,039
33
Male
16,051
Married
1
Master's
Unemployed
40.834353
Rural
Comprehensive
0
16
662
5
2024-03-10 15:21:39.173834
Good
No
Monthly
Condo
753
40,040
34
Male
5,579
Single
3
Bachelor's
null
21.847321
Rural
Premium
0
4
327
4
2020-11-04 15:21:39.261856
Average
Yes
Weekly
House
857
40,041
29
Female
36,370
Divorced
3
High School
null
13.890452
Rural
Comprehensive
0
0
697
4
2020-06-20 15:21:39.134960
Good
No
Daily
Apartment
1,102
40,042
29
Female
6,857
Married
4
High School
null
24.572628
Urban
Premium
0
18
718
4
2024-03-02 15:21:39.134960
Good
Yes
Rarely
Condo
909
40,043
57
Male
10,192
Divorced
2
PhD
null
14.55998
Urban
Basic
2
18
775
9
2023-11-24 15:21:39.093681
Average
No
Weekly
House
2,775
40,044
47
Male
10,816
Divorced
null
Bachelor's
Unemployed
21.485871
Suburban
Comprehensive
1
15
685
5
2023-03-17 15:21:39.281787
Poor
Yes
Daily
Apartment
1,528
40,045
48
Male
44,457
Single
4
Bachelor's
Self-Employed
9.988988
Urban
Comprehensive
0
5
655
5
2019-10-27 15:21:39.278402
Poor
No
Daily
Condo
813
40,046
23
Male
5,837
Married
4
Master's
null
24.876388
Suburban
Comprehensive
0
7
558
2
2024-01-19 15:21:39.263607
Poor
No
Rarely
House
1,936
40,047
59
Male
39,079
Divorced
2
Master's
Employed
9.726247
Suburban
Premium
0
8
417
2
2023-03-19 15:21:39.092127
Average
Yes
Weekly
House
1,544
40,048
44
Female
24,836
Divorced
3
Bachelor's
null
26.390589
Urban
Comprehensive
0
5
null
9
2023-02-24 15:21:39.114118
Good
Yes
Rarely
Apartment
178
40,049
64
Male
43,987
Divorced
1
Bachelor's
Self-Employed
41.452347
Rural
Premium
1
18
762
4
2023-08-27 15:21:39.261856
Poor
No
Weekly
Apartment
1,730
40,050
25
Female
25,148
Married
4
Master's
null
9.14051
Rural
Premium
0
13
393
1
2021-04-30 15:21:39.082499
Poor
Yes
Rarely
House
881
40,051
24
Male
77,040
Single
4
High School
null
24.967399
Suburban
Basic
0
6
396
2
2020-03-04 15:21:39.144722
Poor
Yes
Rarely
House
722
40,052
49
Female
42,956
Divorced
2
Bachelor's
null
4.957192
Rural
Basic
1
3
794
2
2020-09-03 15:21:39.164044
Average
No
Weekly
Condo
716
40,053
20
Male
2,790
Single
null
PhD
Employed
21.907968
Urban
Premium
null
12
795
5
2024-05-13 15:21:39.282785
Average
No
Rarely
Apartment
20
40,054
64
Female
27,696
Single
null
Master's
Employed
26.283324
Rural
Comprehensive
null
18
711
2
2021-06-24 15:21:39.096739
Poor
No
Daily
Apartment
857
40,055
50
Female
39,769
Married
4
High School
Unemployed
23.813876
Urban
Comprehensive
0
18
605
4
2022-04-23 15:21:39.285112
Poor
No
Monthly
Apartment
887
40,056
47
Female
3,998
Divorced
1
PhD
Unemployed
51.957147
Urban
Premium
0
16
584
8
2020-08-23 15:21:39.170099
Average
Yes
Rarely
Apartment
476
40,057
61
Male
18,341
Married
3
PhD
Unemployed
13.717371
Urban
Comprehensive
null
0
541
9
2021-04-04 15:21:39.134960
Average
No
Monthly
Condo
1,708
40,058
23
Female
11,910
Married
null
Master's
null
26.755323
Rural
Basic
0
0
null
1
2022-03-31 15:21:39.167099
null
Yes
Weekly
Condo
273
40,059
24
Male
14,485
Single
1
Master's
null
16.826531
Rural
Basic
null
0
575
2
2023-11-27 15:21:39.163910
Good
Yes
Rarely
House
2,371
40,060
44
Male
25,941
Divorced
2
Master's
Unemployed
15.35252
Suburban
Basic
0
13
569
3
2020-06-23 15:21:39.222387
null
Yes
Daily
Condo
919
40,061
38
Male
34,015
Single
3
High School
Employed
17.030734
Urban
Premium
null
9
null
1
2022-05-30 15:21:39.125660
Average
No
Weekly
House
567
40,062
55
Female
6,734
Married
2
Bachelor's
null
19.049544
Suburban
Comprehensive
null
17
501
9
2022-08-25 15:21:39.192212
Poor
No
Rarely
House
223
40,063
37
Female
5,816
Single
4
Bachelor's
Self-Employed
19.753353
Urban
Comprehensive
1
12
703
4
2019-12-25 15:21:39.128286
Poor
No
Monthly
Condo
46
40,064
46
Female
null
Single
4
PhD
Unemployed
16.953798
Rural
Basic
0
16
326
2
2024-02-15 15:21:39.134960
null
No
Daily
Condo
629
40,065
39
Female
25,573
Divorced
null
Bachelor's
Employed
5.783389
Suburban
Premium
0
16
366
7
2022-08-03 15:21:39.134960
Average
Yes
Monthly
Condo
2,882
40,066
34
Male
43,927
Divorced
4
Master's
Employed
35.415748
Urban
Comprehensive
0
1
844
8
2020-01-14 15:21:39.097737
Average
Yes
Rarely
Apartment
513
40,067
28
Male
11,099
Single
null
High School
Self-Employed
15.203333
Urban
Comprehensive
0
5
540
7
2022-03-25 15:21:39.237118
Good
Yes
Rarely
Apartment
790
40,068
49
Male
38,833
Divorced
1
Bachelor's
Unemployed
44.606633
Rural
Premium
1
8
416
7
2022-10-25 15:21:39.249100
Poor
No
Daily
Apartment
543
40,069
57
Female
2,552
Single
null
PhD
Employed
28.352435
Urban
Basic
1
7
301
1
2024-07-14 15:21:39.233998
null
Yes
Monthly
Condo
578
40,070
41
Female
73,357
Single
3
PhD
null
18.77474
Rural
Basic
0
8
417
1
2019-10-18 15:21:39.090124
Average
No
Rarely
House
891
40,071
53
Male
16,427
Single
4
High School
Unemployed
15.929131
Suburban
Premium
0
12
738
8
2022-04-11 15:21:39.201446
Average
No
Weekly
Apartment
330
40,072
49
Female
71,369
Single
0
Master's
Unemployed
22.586426
Suburban
Comprehensive
1
8
347
2
2021-07-19 15:21:39.116179
Average
Yes
Rarely
House
1,369
40,073
19
Male
15,922
Single
0
Master's
Employed
7.496697
Rural
Comprehensive
0
6
787
9
2021-09-12 15:21:39.278180
Average
No
Weekly
House
2,087
40,074
56
Female
29,046
Single
3
Bachelor's
null
48.09041
Urban
Basic
0
2
515
6
2023-04-18 15:21:39.145732
Poor
Yes
Daily
Condo
2,212
40,075
50
Male
44,502
Single
4
Master's
Self-Employed
47.561928
Urban
Premium
null
13
455
2
2019-09-17 15:21:39.131192
Poor
No
Daily
Apartment
343
40,076
29
Male
29,139
Single
2
High School
Self-Employed
29.749212
Rural
Premium
0
11
722
5
2022-07-01 15:21:39.244069
Average
Yes
Monthly
Apartment
1,644
40,077
53
Male
70,563
Married
3
Master's
Unemployed
null
Rural
Basic
1
18
632
4
2020-04-18 15:21:39.130190
Good
Yes
Weekly
Condo
2,224
40,078
56
Female
93,311
Divorced
3
High School
Unemployed
21.879457
Urban
Comprehensive
0
14
358
1
2023-06-03 15:21:39.155231
Poor
Yes
Rarely
House
517
40,079
62
Female
27,132
Single
2
PhD
null
21.722963
Suburban
Basic
null
11
602
8
2021-06-04 15:21:39.259788
Average
Yes
Rarely
Apartment
1,713
40,080
40
Female
1,064
Single
1
Master's
null
18.944862
Urban
Comprehensive
0
12
844
6
2022-12-16 15:21:39.090124
null
Yes
Rarely
Condo
890
40,081
23
Female
6,907
Single
4
PhD
Self-Employed
null
Urban
Basic
0
7
487
5
2019-11-21 15:21:39.213373
Good
Yes
Monthly
House
843
40,082
27
Male
21,843
Married
null
Bachelor's
Unemployed
4.806325
Rural
Comprehensive
2
17
683
6
2021-12-24 15:21:39.176717
Poor
Yes
Rarely
Apartment
635
40,083
43
Male
34,389
Married
2
Bachelor's
Employed
null
Suburban
Basic
null
19
517
5
2022-04-22 15:21:39.172097
Average
No
Weekly
Apartment
1,242
40,084
37
Male
2,536
Married
0
High School
Unemployed
28.084325
Urban
Premium
2
10
831
6
2023-12-05 15:21:39.169102
Good
Yes
Monthly
Condo
1,154
40,085
31
Male
16,963
Married
4
High School
Self-Employed
31.955158
Rural
Comprehensive
1
17
713
9
2022-08-04 15:21:39.113566
Good
Yes
Rarely
House
1,513
40,086
23
Female
48,737
Divorced
0
Master's
Employed
21.681771
Suburban
Premium
1
6
667
3
2020-03-31 15:21:39.110557
Average
No
Daily
Condo
290
40,087
59
Female
15,774
Single
null
PhD
Employed
20.918349
Urban
Comprehensive
0
15
816
3
2024-03-01 15:21:39.237118
Good
No
Daily
House
1,809
40,088
58
Female
44,012
Married
1
PhD
null
13.959504
Urban
Premium
1
7
742
3
2023-07-28 15:21:39.155231
Poor
Yes
Weekly
Condo
574
40,089
38
Male
27,752
Married
1
High School
Self-Employed
45.084201
Suburban
Premium
3
1
334
5
2023-05-05 15:21:39.264504
Average
No
Monthly
Condo
2,156
40,090
59
Male
15,963
Single
1
PhD
Employed
33.1031
Rural
Premium
1
0
408
9
2019-10-05 15:21:39.274993
Poor
No
Rarely
Apartment
1,105
40,091
50
Male
30,444
Divorced
2
Bachelor's
Self-Employed
23.944449
Urban
Premium
null
17
591
9
2022-06-07 15:21:39.086123
Poor
No
Daily
House
439
40,092
20
Male
38,152
Single
2
High School
null
32.76655
Suburban
Comprehensive
null
1
796
3
2021-12-19 15:21:39.251142
Average
Yes
Monthly
Condo
453
40,093
59
Female
40,073
Married
4
PhD
Self-Employed
28.816763
Suburban
Basic
0
17
639
4
2024-08-03 15:21:39.155231
Average
No
Weekly
House
801
40,094
37
Male
8,246
Single
3
Bachelor's
Unemployed
14.569141
Rural
Basic
null
0
552
7
2021-04-22 15:21:39.200452
Average
No
Weekly
Apartment
67
40,095
43
Female
25,148
Single
0
Bachelor's
Unemployed
7.77465
Rural
Basic
null
13
725
5
2023-08-25 15:21:39.107553
Average
No
Rarely
Condo
2,133
40,096
28
Female
131,134
Single
2
Bachelor's
Unemployed
25.163074
Rural
Premium
1
16
437
9
2023-12-13 15:21:39.258696
Average
Yes
Weekly
Apartment
1,119
40,097
56
Female
4,154
Divorced
null
High School
Self-Employed
22.064972
Suburban
Comprehensive
4
9
538
5
2023-10-01 15:21:39.126661
Poor
Yes
Monthly
Apartment
1,694
40,098
31
Male
24,280
Single
4
High School
null
13.738283
Suburban
Comprehensive
null
6
641
7
2021-11-18 15:21:39.134960
Poor
No
Daily
House
437
40,099
60
Female
56,533
Married
3
High School
Self-Employed
36.744484
Suburban
Basic
null
15
701
5
2021-06-30 15:21:39.118178
Poor
Yes
Weekly
Condo
256