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
44,000
25
Female
14,051
Divorced
1
High School
Unemployed
31.1277
Urban
Premium
1
14
736
4
2024-05-11 15:21:39.134960
Good
Yes
Daily
House
1,634
44,001
55
Male
2,873
Married
0
Bachelor's
Employed
13.270801
Suburban
Comprehensive
null
7
841
5
2024-06-30 15:21:39.094752
null
Yes
Monthly
House
648
44,002
29
Male
null
Divorced
2
Master's
Employed
24.757748
Suburban
Basic
null
2
407
8
2020-10-18 15:21:39.194829
null
Yes
Monthly
Apartment
1,703
44,003
60
Male
23,894
Married
3
Master's
Employed
37.458056
Suburban
Comprehensive
2
18
432
7
2019-12-07 15:21:39.147735
Poor
Yes
Monthly
Apartment
1,902
44,004
64
Male
17,114
Married
0
High School
Unemployed
19.569776
Suburban
Basic
0
3
595
5
2022-05-19 15:21:39.251142
Average
No
Daily
Condo
20
44,005
31
Female
26,200
Married
0
PhD
Employed
20.066606
Suburban
Basic
null
11
572
4
2023-03-29 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,162
44,006
44
Male
3,447
Single
3
High School
Self-Employed
8.988794
Urban
Comprehensive
4
11
674
8
2022-05-13 15:21:39.134960
Good
No
Monthly
House
793
44,007
49
Female
59,492
Divorced
0
Master's
Unemployed
27.294214
Urban
Comprehensive
0
10
312
9
2023-12-15 15:21:39.175719
Poor
Yes
Rarely
Apartment
1,077
44,008
51
Female
15,284
Divorced
3
Master's
null
25.967667
Rural
Premium
2
3
578
8
2022-05-21 15:21:39.134960
Good
Yes
Rarely
Apartment
527
44,009
48
Male
54,085
Divorced
3
High School
Employed
22.796902
Urban
Comprehensive
null
14
664
3
2021-01-17 15:21:39.211806
Average
No
Monthly
House
227
44,010
53
Male
1,413
Single
1
PhD
Unemployed
35.981356
Urban
Basic
1
6
476
9
2023-12-17 15:21:39.279729
Poor
No
Monthly
House
303
44,011
40
Female
30,505
Married
4
High School
Employed
31.744305
Rural
Basic
1
11
479
9
2023-10-10 15:21:39.134960
Good
Yes
Daily
Apartment
369
44,012
57
Male
78,685
Married
4
High School
Self-Employed
17.716654
Urban
Premium
1
5
700
3
2020-09-25 15:21:39.134960
Good
Yes
Weekly
House
370
44,013
34
Male
15,774
Divorced
4
High School
Self-Employed
22.929703
Suburban
Comprehensive
1
17
628
6
2020-10-17 15:21:39.087123
Average
Yes
Weekly
Condo
573
44,014
37
Female
91,705
Divorced
3
PhD
Unemployed
11.077906
Rural
Comprehensive
3
2
554
2
2020-12-21 15:21:39.169102
Average
No
Weekly
House
3,664
44,015
24
Male
26,703
Married
3
High School
Self-Employed
32.89058
Rural
Basic
1
5
824
4
2022-08-17 15:21:39.194829
Poor
Yes
Daily
Apartment
1,466
44,016
41
Female
46,440
Single
null
Bachelor's
Employed
13.913472
Suburban
Basic
1
16
325
1
2020-06-20 15:21:39.200452
Poor
Yes
Weekly
Apartment
1,085
44,017
64
Female
136,570
null
3
High School
null
47.808346
Rural
Basic
null
6
709
5
2020-12-18 15:21:39.261856
null
Yes
Daily
Condo
804
44,018
42
Male
40,233
Divorced
1
High School
Employed
28.376947
Suburban
Comprehensive
0
14
674
6
2022-05-23 15:21:39.144722
Average
Yes
Monthly
Apartment
119
44,019
30
Female
131,861
Married
null
Bachelor's
Employed
45.816575
Suburban
Premium
0
5
319
5
2024-01-23 15:21:39.155231
Good
No
Rarely
Apartment
436
44,020
24
Male
88,831
Single
0
Master's
null
21.488639
Urban
Premium
1
2
401
7
2021-11-02 15:21:39.265513
Poor
No
Weekly
Apartment
3,325
44,021
34
Male
3,322
Single
3
Master's
null
33.678818
Suburban
Premium
4
19
746
4
2020-05-13 15:21:39.175719
Average
No
Weekly
Apartment
2,050
44,022
34
Female
15,274
Single
0
PhD
Unemployed
51.759748
Rural
Comprehensive
0
3
349
6
2024-02-09 15:21:39.155231
Average
No
Monthly
Apartment
926
44,023
38
Male
3,258
Single
null
Master's
null
41.539528
Suburban
Basic
null
9
782
2
2020-04-19 15:21:39.081504
Average
Yes
Daily
Condo
20
44,024
19
Male
null
Divorced
4
PhD
null
null
Suburban
Basic
2
10
433
6
2020-12-26 15:21:39.155231
Average
Yes
Rarely
Apartment
542
44,025
39
Female
115,178
Divorced
1
Master's
Unemployed
51.441487
Urban
Comprehensive
0
1
595
2
2022-01-05 15:21:39.168099
Poor
No
Weekly
House
546
44,026
59
Male
24,486
Single
2
Master's
null
38.32932
Urban
Comprehensive
null
1
595
2
2022-08-31 15:21:39.202448
Average
Yes
Monthly
Apartment
1,201
44,027
60
Female
18,093
Divorced
1
PhD
Employed
29.973605
Rural
Comprehensive
null
7
728
1
2019-08-31 15:21:39.175719
Poor
No
Monthly
Condo
673
44,028
26
Female
47,622
Single
1
PhD
Unemployed
28.571073
Rural
Premium
4
11
748
2
2021-09-01 15:21:39.155061
Average
Yes
Daily
Apartment
2,267
44,029
57
Male
43,715
Married
2
High School
Unemployed
21.881175
Rural
Premium
null
8
775
6
2023-10-25 15:21:39.166062
Poor
No
Daily
Apartment
113
44,030
41
Female
121,668
Divorced
0
High School
Unemployed
8.387689
Urban
Premium
1
9
473
6
2019-10-26 15:21:39.253660
Poor
No
Monthly
House
2,460
44,031
null
Female
4,420
Married
3
Master's
Unemployed
39.573687
Suburban
Basic
1
5
562
1
2021-05-10 15:21:39.226954
Good
Yes
Daily
Condo
2,691
44,032
53
Male
38,095
Married
3
Master's
Self-Employed
28.857641
Rural
Premium
null
14
476
1
2021-07-29 15:21:39.084065
Average
Yes
Monthly
Apartment
382
44,033
33
Female
71,072
Married
4
PhD
Self-Employed
19.013788
Urban
Basic
3
19
491
5
2023-12-25 15:21:39.244069
Poor
No
Daily
Apartment
1,724
44,034
45
Male
50,034
Married
2
PhD
null
38.774856
Rural
Premium
null
5
408
5
2020-05-06 15:21:39.173834
Good
No
Weekly
Apartment
872
44,035
46
Female
44,256
Divorced
0
High School
Employed
5.878682
Rural
Premium
0
6
682
8
2019-12-12 15:21:39.224915
Good
No
Rarely
House
1,378
44,036
62
Female
12,962
Divorced
2
High School
Self-Employed
null
Rural
Basic
1
4
622
6
2023-09-04 15:21:39.188220
Average
No
Weekly
House
1,031
44,037
35
Male
43,747
Single
2
High School
null
17.143027
Rural
Premium
0
14
435
5
2022-10-07 15:21:39.226954
Good
Yes
Rarely
House
532
44,038
23
Female
2,953
Single
0
Master's
Employed
9.057779
Suburban
Basic
0
8
null
5
2022-05-02 15:21:39.147735
Good
Yes
Monthly
House
3,430
44,039
43
Female
null
Divorced
null
PhD
Unemployed
19.954116
Urban
Comprehensive
null
8
716
8
2021-10-05 15:21:39.181605
Good
No
Weekly
Apartment
90
44,040
26
Male
12,054
Divorced
4
High School
Employed
37.878608
Urban
Basic
1
0
699
4
2022-03-10 15:21:39.252145
Poor
No
Monthly
Apartment
721
44,041
50
Female
9,666
Married
3
High School
Self-Employed
32.853135
Urban
Basic
1
8
626
9
2021-09-10 15:21:39.134960
Good
No
Weekly
Condo
214
44,042
20
Female
29,054
Single
1
Bachelor's
Employed
32.059738
Urban
Basic
0
15
557
6
2020-03-26 15:21:39.143708
Good
No
Rarely
Condo
1,537
44,043
34
Male
25,809
Married
4
Bachelor's
Employed
17.684032
Rural
Comprehensive
1
13
null
3
2023-07-31 15:21:39.093681
Poor
Yes
Rarely
Condo
1,782
44,044
56
Male
93,536
Single
1
Master's
Employed
21.955247
Urban
Basic
0
5
734
1
2023-05-17 15:21:39.155231
null
Yes
Weekly
Condo
2,451
44,045
23
Male
16,107
Married
1
High School
null
16.327937
Suburban
Basic
1
5
664
2
2020-11-28 15:21:39.288099
Average
No
Monthly
Condo
782
44,046
38
Male
11,167
null
3
Bachelor's
Self-Employed
31.295719
Urban
Basic
2
3
613
5
2019-12-28 15:21:39.087123
Average
No
Weekly
Apartment
779
44,047
35
Male
99,049
Single
3
Master's
null
42.986301
Urban
Premium
1
9
310
4
2024-03-05 15:21:39.219432
Average
No
Monthly
House
64
44,048
58
Male
16,274
Divorced
3
PhD
Employed
19.12095
Suburban
Comprehensive
null
1
762
4
2022-06-25 15:21:39.272456
Good
No
Daily
Condo
100
44,049
18
Female
16,077
Divorced
2
PhD
Employed
22.472651
Suburban
Comprehensive
null
4
486
6
2024-01-26 15:21:39.089116
Good
Yes
Daily
Condo
755
44,050
25
Male
27,358
Single
null
High School
null
17.730739
Rural
Basic
null
10
724
4
2022-04-21 15:21:39.134960
Good
No
Weekly
House
441
44,051
28
Male
18,087
Single
1
Bachelor's
null
22.766456
Rural
Basic
0
10
344
4
2022-11-15 15:21:39.164044
Poor
No
Daily
Condo
1,159
44,052
56
Male
38,963
Married
3
High School
Employed
29.017566
Urban
Premium
2
4
847
5
2023-10-27 15:21:39.155231
Poor
Yes
Weekly
Apartment
442
44,053
49
Male
10,055
Single
0
Master's
Employed
28.945431
Suburban
Basic
null
8
378
4
2021-05-15 15:21:39.130190
Good
Yes
Weekly
Apartment
882
44,054
57
Male
105,893
Single
4
High School
Self-Employed
24.569477
Rural
Basic
0
10
353
7
2022-07-13 15:21:39.194829
Good
Yes
Weekly
House
362
44,055
31
Female
81,221
Married
1
PhD
Employed
34.138365
Urban
Basic
null
1
506
4
2023-03-27 15:21:39.236064
Poor
Yes
Daily
Condo
393
44,056
60
Male
45,987
Single
1
Bachelor's
null
21.66554
Urban
Comprehensive
1
4
601
3
2024-02-28 15:21:39.285112
Poor
No
Daily
Apartment
1,104
44,057
31
Female
3,344
Single
1
PhD
Unemployed
26.84057
Urban
Premium
3
10
695
5
2019-09-19 15:21:39.265513
Poor
No
Monthly
Condo
1,472
44,058
58
Male
1,089
Single
2
Master's
Employed
37.38203
Rural
Premium
0
7
782
8
2019-08-25 15:21:39.134960
Good
Yes
Rarely
House
1,375
44,059
26
Female
14,074
Single
3
High School
Unemployed
20.812922
Suburban
Comprehensive
null
13
581
9
2021-06-13 15:21:39.172097
Poor
Yes
Weekly
House
1,059
44,060
47
Female
66,780
Divorced
0
High School
Unemployed
null
Rural
Premium
1
0
null
7
2020-10-02 15:21:39.150730
Poor
Yes
Rarely
Condo
2,040
44,061
39
Male
80,700
Married
2
PhD
null
14.489323
Suburban
Premium
2
14
null
9
2020-01-21 15:21:39.143708
Poor
Yes
Monthly
House
2,422
44,062
40
Female
48,293
Married
0
High School
Self-Employed
32.058983
Suburban
Premium
null
5
402
6
2022-09-05 15:21:39.182597
Poor
No
Monthly
House
1,918
44,063
49
Female
25,720
Married
0
Bachelor's
null
22.750059
Urban
Comprehensive
null
1
613
9
2022-09-29 15:21:39.172097
Poor
No
Weekly
Apartment
523
44,064
56
Male
17,553
Divorced
4
PhD
Self-Employed
14.252625
Urban
Basic
0
11
null
3
2021-03-21 15:21:39.285112
Good
Yes
Daily
House
1,090
44,065
45
Male
8,078
Single
2
PhD
null
42.17941
Suburban
Premium
0
0
754
9
2021-12-22 15:21:39.134960
Good
No
Monthly
House
27
44,066
39
Female
4,933
Single
1
Bachelor's
null
null
Rural
Comprehensive
null
11
488
2
2020-12-04 15:21:39.192212
Poor
Yes
Rarely
House
1,419
44,067
29
Female
27,311
Single
3
Master's
Employed
15.639383
Rural
Basic
0
12
641
5
2020-05-18 15:21:39.131192
Poor
No
Monthly
Condo
382
44,068
25
Male
18,114
Single
0
Master's
Unemployed
33.874994
Suburban
Basic
null
13
736
9
2024-06-10 15:21:39.229482
Average
No
Monthly
Condo
1,453
44,069
58
Male
28,797
Married
0
PhD
null
33.988153
Urban
Premium
1
1
789
8
2020-08-18 15:21:39.155231
Average
Yes
Weekly
Apartment
932
44,070
28
Female
815
Divorced
1
Bachelor's
Employed
36.569893
Urban
Comprehensive
2
12
751
8
2020-12-18 15:21:39.207847
Poor
No
Rarely
House
816
44,071
50
Male
26,599
Married
0
PhD
Self-Employed
19.868466
Urban
Premium
0
0
313
3
2019-10-24 15:21:39.218388
Good
Yes
Monthly
Apartment
3,117
44,072
25
Female
70,633
Married
0
Master's
null
14.676869
Urban
Comprehensive
2
3
446
6
2022-04-15 15:21:39.134960
Average
Yes
Monthly
Condo
531
44,073
56
Female
44,492
Married
4
Master's
Employed
35.171179
Rural
Comprehensive
0
7
817
3
2022-10-08 15:21:39.176717
Poor
Yes
Monthly
Condo
608
44,074
43
Male
2,954
Single
4
PhD
Self-Employed
28.967262
Urban
Premium
1
3
552
6
2023-09-24 15:21:39.146733
Average
Yes
Daily
House
30
44,075
48
Female
23,755
Divorced
2
High School
null
24.818019
Urban
Comprehensive
1
1
null
6
2022-07-11 15:21:39.207847
Poor
No
Weekly
House
1,245
44,076
37
Female
16,759
Single
null
Bachelor's
Unemployed
31.977294
Suburban
Basic
null
1
588
2
2023-04-19 15:21:39.223901
Average
Yes
Monthly
House
696
44,077
27
Male
53,513
Single
2
Bachelor's
Unemployed
9.9499
Suburban
Premium
null
17
348
2
2022-12-11 15:21:39.228521
Poor
Yes
Daily
Condo
563
44,078
59
Male
93,392
Married
4
High School
Unemployed
39.073501
Urban
Comprehensive
2
3
646
1
2022-02-04 15:21:39.264504
Average
No
Weekly
Apartment
3,898
44,079
null
Male
null
Divorced
3
PhD
Self-Employed
27.965412
Urban
Premium
0
15
420
9
2020-06-02 15:21:39.090124
Good
No
Rarely
Condo
1,267
44,080
60
Male
11,923
Divorced
0
Master's
Employed
16.641931
Rural
Basic
3
8
582
8
2024-05-19 15:21:39.192212
Average
Yes
Daily
Condo
1,513
44,081
23
Female
4,632
Single
2
Master's
Unemployed
25.81438
Suburban
Premium
2
3
687
5
2023-07-28 15:21:39.288099
Good
No
Monthly
Condo
548
44,082
25
Male
141,276
Married
0
PhD
Unemployed
18.058819
Urban
Basic
null
19
391
5
2022-09-02 15:21:39.080440
Poor
Yes
Rarely
Apartment
4,043
44,083
34
Female
39,271
Married
2
Master's
null
4.313418
Suburban
Basic
2
3
498
6
2020-12-28 15:21:39.172097
Good
No
Daily
Condo
2,098
44,084
46
Male
null
Married
2
High School
null
24.924078
Suburban
Premium
1
16
421
6
2022-04-08 15:21:39.155231
Good
No
Rarely
Apartment
864
44,085
44
Male
12,084
Divorced
1
High School
null
null
Rural
Basic
null
16
729
2
2020-06-09 15:21:39.134960
Average
No
Weekly
House
724
44,086
35
Female
22,664
Married
2
Master's
Employed
24.926966
Suburban
Basic
1
5
700
4
2021-10-19 15:21:39.155231
Good
Yes
Rarely
House
81
44,087
61
Female
14,082
Single
4
Bachelor's
Unemployed
13.381299
Urban
Premium
0
18
497
7
2023-11-17 15:21:39.177724
Poor
Yes
Monthly
Apartment
453
44,088
61
Female
21,102
Married
2
PhD
Self-Employed
50.926199
Rural
Premium
null
4
731
9
2022-12-05 15:21:39.268507
Good
No
Daily
Apartment
1,769
44,089
46
Male
9,094
Married
4
PhD
Unemployed
null
Suburban
Premium
null
11
682
1
2022-11-23 15:21:39.082499
Poor
No
Daily
Condo
1,542
44,090
63
Female
119,014
Married
0
Master's
null
10.907361
Suburban
Premium
1
17
339
2
2020-06-02 15:21:39.254678
Good
No
Rarely
House
1,309
44,091
25
Male
40,955
Divorced
2
Master's
null
44.939055
Suburban
Premium
null
0
726
9
2022-10-11 15:21:39.132191
Average
No
Monthly
Apartment
671
44,092
41
Male
26,982
Married
2
High School
null
23.955983
Urban
Comprehensive
null
10
695
1
2023-05-17 15:21:39.114118
Poor
No
Monthly
Apartment
973
44,093
54
Male
9,215
Single
4
Master's
Unemployed
48.18289
Urban
Premium
0
8
749
8
2020-08-09 15:21:39.087123
Good
No
Rarely
House
475
44,094
64
Male
10,067
Married
3
PhD
null
32.926607
Suburban
Basic
null
3
559
2
2024-05-22 15:21:39.134960
Poor
No
Daily
House
558
44,095
51
Female
43,352
Single
3
Master's
Self-Employed
9.764396
Suburban
Basic
null
9
600
4
2021-05-19 15:21:39.181605
Good
Yes
Weekly
Apartment
933
44,096
43
Female
9,649
Single
0
Master's
Employed
24.694837
Rural
Premium
1
9
null
4
2022-07-25 15:21:39.276901
Poor
No
Daily
Apartment
819
44,097
64
Male
27,460
Divorced
3
Master's
null
18.847306
Rural
Comprehensive
1
14
573
9
2023-02-28 15:21:39.237118
Average
No
Rarely
Condo
722
44,098
48
Female
35,321
Divorced
3
Master's
Employed
33.058333
Urban
Premium
null
19
null
2
2020-07-07 15:21:39.150730
Poor
No
Daily
Condo
892
44,099
43
Female
13,684
Single
0
Master's
Self-Employed
29.695758
Rural
Basic
null
0
687
5
2023-07-21 15:21:39.256696
Poor
No
Rarely
Condo
1,052