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
1,181,000
55
Male
28,650
Single
4
Master's
Employed
4.126763
Rural
Basic
1
13
667
7
2020-09-11 15:21:39.209847
Good
Yes
Weekly
Apartment
593
1,181,001
39
Male
37,406
Married
3
PhD
Self-Employed
33.898757
Suburban
Comprehensive
null
17
543
2
2024-03-02 15:21:39.260856
Good
No
Daily
Apartment
687
1,181,002
55
Female
2,579
Single
4
Bachelor's
Employed
17.39107
Urban
Comprehensive
2
3
818
9
2022-05-13 15:21:39.190215
Average
No
Daily
Condo
565
1,181,003
63
Female
58,903
Married
null
Bachelor's
Self-Employed
21.356621
Rural
Basic
null
14
null
9
2022-07-22 15:21:39.290098
Average
Yes
Monthly
House
247
1,181,004
54
Female
17,072
Married
1
Bachelor's
Self-Employed
18.908374
Suburban
Comprehensive
1
2
528
3
2020-04-29 15:21:39.097737
Poor
No
Monthly
House
2,311
1,181,005
33
Male
null
Divorced
1
Master's
Employed
20.756846
Urban
Comprehensive
1
18
490
3
2020-06-28 15:21:39.216387
Good
Yes
Monthly
Condo
362
1,181,006
33
Female
8,092
Divorced
3
High School
null
37.957916
Rural
Comprehensive
null
4
438
4
2020-12-29 15:21:39.155231
Average
No
Daily
Condo
1,132
1,181,007
50
Male
41,601
Divorced
null
Master's
Employed
41.971682
Urban
Premium
null
16
722
5
2021-02-15 15:21:39.246098
Average
No
Weekly
Apartment
1,407
1,181,008
26
Male
12,054
Single
2
High School
null
41.567992
Suburban
Comprehensive
0
14
639
7
2023-07-04 15:21:39.183598
Good
No
Daily
Condo
1,403
1,181,009
46
Male
1,326
Divorced
4
Bachelor's
Employed
39.776899
Urban
Premium
0
6
616
4
2019-08-18 15:21:39.211806
Good
No
Monthly
House
52
1,181,010
23
Female
44,629
Single
4
High School
Self-Employed
32.235535
Suburban
Premium
1
17
639
2
2023-04-07 15:21:39.122134
Average
No
Daily
Condo
1,668
1,181,011
28
Female
37,389
Married
4
Master's
Unemployed
46.770089
Urban
Premium
1
17
796
7
2022-06-01 15:21:39.134960
Average
No
Monthly
Apartment
671
1,181,012
39
Female
4,826
Divorced
1
Bachelor's
Unemployed
21.858437
Rural
Basic
2
13
711
9
2020-12-28 15:21:39.155231
Good
Yes
Weekly
House
309
1,181,013
46
Female
16,002
Divorced
2
Bachelor's
null
18.037744
Urban
Premium
1
4
536
4
2023-07-22 15:21:39.283783
Poor
No
Rarely
House
799
1,181,014
51
Female
19,163
Single
0
Bachelor's
Employed
41.912069
Rural
Comprehensive
1
7
762
6
2021-07-05 15:21:39.256696
Poor
No
Monthly
Condo
604
1,181,015
55
Male
18,076
Married
null
PhD
null
10.457839
Rural
Basic
0
19
560
1
2021-07-25 15:21:39.237118
Good
Yes
Rarely
House
1,552
1,181,016
46
Male
85,058
Divorced
4
PhD
Employed
10.908462
Rural
Premium
null
17
495
7
2024-04-15 15:21:39.134960
Good
Yes
Daily
Apartment
143
1,181,017
19
Female
17,109
Single
1
Bachelor's
Unemployed
13.341734
Suburban
Comprehensive
1
13
661
5
2021-11-09 15:21:39.107553
Average
No
Rarely
House
1,654
1,181,018
24
Female
18,114
Married
0
PhD
Employed
12.620193
Urban
Premium
null
15
795
4
2024-05-25 15:21:39.086123
Poor
Yes
Daily
Apartment
47
1,181,019
25
Female
1,336
Single
1
High School
Unemployed
17.394503
Suburban
Basic
0
7
365
5
2022-08-17 15:21:39.120168
Poor
No
Weekly
Condo
631
1,181,020
56
Female
4,828
Married
0
High School
null
null
Urban
Comprehensive
null
8
null
4
2024-03-14 15:21:39.214388
Average
No
Daily
House
703
1,181,021
41
Female
28,886
Married
1
Master's
Self-Employed
18.409002
Suburban
Comprehensive
null
5
783
8
2023-05-30 15:21:39.283783
Good
No
Rarely
Condo
629
1,181,022
44
Male
18,707
Single
4
Bachelor's
Unemployed
47.252056
Rural
Comprehensive
2
13
491
8
2023-10-15 15:21:39.134960
Good
No
Weekly
Apartment
1,089
1,181,023
21
Male
13,279
Single
2
PhD
null
30.939692
Rural
Comprehensive
0
11
630
3
2022-01-12 15:21:39.114118
Poor
Yes
Daily
Condo
37
1,181,024
48
Female
60,532
Single
3
PhD
Unemployed
null
Rural
Basic
null
17
532
2
2021-03-22 15:21:39.104139
null
No
Rarely
Apartment
714
1,181,025
52
Female
106,483
Single
0
High School
Employed
26.189212
Rural
Comprehensive
2
1
619
1
2023-06-25 15:21:39.081504
Average
Yes
Monthly
Apartment
1,832
1,181,026
30
Female
20,086
Single
1
Bachelor's
Unemployed
22.567724
Rural
Basic
0
9
759
1
2023-02-16 15:21:39.147735
Average
Yes
Monthly
Condo
458
1,181,027
29
Female
75,717
Single
1
Master's
Employed
30.818194
Rural
Basic
2
19
511
7
2019-09-07 15:21:39.175719
Average
Yes
Monthly
Apartment
1,194
1,181,028
23
Female
35,153
Single
0
Master's
Self-Employed
31.928581
Urban
Premium
null
15
null
2
2023-08-03 15:21:39.229482
Average
No
Daily
House
1,731
1,181,029
60
Male
26,862
Divorced
0
High School
Self-Employed
8.816398
Rural
Basic
0
17
565
4
2020-01-18 15:21:39.207847
Good
Yes
Monthly
House
1,258
1,181,030
48
Female
24,791
Single
0
High School
Unemployed
31.73929
Suburban
Basic
2
11
648
5
2023-12-11 15:21:39.286113
Good
Yes
Rarely
Apartment
181
1,181,031
51
Female
5,534
Married
1
Bachelor's
Employed
18.906108
Suburban
Comprehensive
0
13
491
9
2020-05-06 15:21:39.124659
Average
Yes
Daily
House
1,480
1,181,032
22
Female
1,412
Single
4
PhD
Unemployed
31.653498
Suburban
Premium
0
11
454
7
2021-03-24 15:21:39.237118
null
No
Rarely
Apartment
2,765
1,181,033
36
Female
92,824
Married
3
High School
Unemployed
19.051638
Urban
Comprehensive
0
1
848
6
2021-05-30 15:21:39.273973
Average
Yes
Monthly
House
119
1,181,034
63
Female
45,989
Divorced
0
Bachelor's
Self-Employed
30.406041
Rural
Premium
null
4
590
8
2021-06-23 15:21:39.121169
Average
No
Weekly
House
1,414
1,181,035
31
Male
8,493
Married
2
High School
Employed
8.979888
Urban
Premium
1
9
705
7
2022-02-17 15:21:39.228521
Poor
Yes
Weekly
Apartment
729
1,181,036
64
Female
35,239
Single
0
PhD
Self-Employed
37.160101
Suburban
Comprehensive
0
4
692
5
2020-02-05 15:21:39.155231
Good
Yes
Weekly
Condo
1,731
1,181,037
47
Female
31,008
Single
0
Bachelor's
null
null
Rural
Comprehensive
null
13
null
8
2021-02-17 15:21:39.155231
Average
No
Rarely
Apartment
831
1,181,038
39
Male
1,762
Single
4
Master's
Self-Employed
20.273022
Suburban
Premium
0
5
799
9
2019-10-12 15:21:39.143708
Good
No
Rarely
House
1,043
1,181,039
52
Male
21,987
Married
3
Master's
Unemployed
10.356491
Suburban
Premium
3
16
484
4
2021-08-19 15:21:39.259788
Poor
No
Daily
Condo
1,653
1,181,040
22
Male
20,147
Divorced
3
PhD
Employed
23.612541
Suburban
Comprehensive
null
18
617
2
2020-01-10 15:21:39.134960
Average
Yes
Rarely
Apartment
943
1,181,041
63
Female
8,384
Divorced
0
Bachelor's
Unemployed
49.711169
Urban
Premium
0
19
558
8
2020-05-13 15:21:39.167099
Poor
No
Rarely
House
818
1,181,042
44
Female
36,040
Married
2
PhD
null
19.95283
Urban
Premium
1
10
554
2
2020-05-12 15:21:39.289099
Good
Yes
Monthly
House
552
1,181,043
22
Female
29,349
Divorced
2
High School
Unemployed
24.812406
Suburban
Basic
2
12
525
2
2019-12-26 15:21:39.092127
Average
No
Weekly
Condo
988
1,181,044
53
Female
29,025
Single
2
High School
Unemployed
30.63682
Urban
Premium
1
12
324
5
2023-01-31 15:21:39.269494
null
Yes
Rarely
Condo
3,162
1,181,045
58
Male
22,589
null
4
Master's
Employed
34.906376
Rural
Basic
0
14
null
2
2020-08-11 15:21:39.214388
Poor
Yes
Daily
Apartment
1,389
1,181,046
39
Male
9,667
Married
4
PhD
null
34.926558
Urban
Premium
null
18
626
2
2023-10-24 15:21:39.134960
Good
Yes
Weekly
House
1,465
1,181,047
43
Female
36,451
Single
1
Bachelor's
Self-Employed
29.428327
Suburban
Premium
null
9
441
8
2020-04-23 15:21:39.237118
Poor
Yes
Weekly
Condo
1,458
1,181,048
50
Male
102,786
null
2
High School
Unemployed
18.534199
Urban
Premium
0
16
362
6
2020-08-22 15:21:39.086123
Good
Yes
Daily
Condo
928
1,181,049
49
Male
28,503
Married
4
PhD
null
32.093849
Suburban
Comprehensive
null
19
711
5
2022-08-07 15:21:39.122134
Average
No
Weekly
Apartment
485
1,181,050
50
Male
8,188
Single
null
High School
Unemployed
28.296541
Rural
Premium
2
10
818
2
2021-02-23 15:21:39.216387
Poor
Yes
Weekly
Condo
554
1,181,051
61
Female
39,042
Married
4
Master's
Unemployed
19.478618
Urban
Premium
1
5
798
1
2022-06-01 15:21:39.168099
Average
Yes
Daily
Condo
35
1,181,052
52
Female
1,027
Married
0
PhD
Unemployed
30.957136
Suburban
Basic
0
16
466
3
2020-05-27 15:21:39.175719
Average
Yes
Daily
Apartment
516
1,181,053
34
Male
88,414
Married
4
High School
null
19.498631
Suburban
Comprehensive
1
6
401
4
2024-03-14 15:21:39.143708
Poor
No
Monthly
Apartment
2,564
1,181,054
20
Male
3,254
Single
2
High School
Unemployed
34.944308
Rural
Basic
2
4
793
6
2023-12-18 15:21:39.134960
Good
No
Weekly
House
1,601
1,181,055
58
Male
82,235
Married
3
Master's
Unemployed
9.145926
Suburban
Comprehensive
0
3
394
1
2024-07-04 15:21:39.122134
Good
Yes
Rarely
Apartment
1,341
1,181,056
35
Female
82,586
Divorced
1
High School
Self-Employed
20.165025
Urban
Premium
2
13
774
9
2020-08-07 15:21:39.110557
Average
Yes
Weekly
Condo
2,764
1,181,057
25
Male
45,626
Married
null
PhD
Unemployed
null
Urban
Comprehensive
null
3
713
8
2023-12-26 15:21:39.219432
Average
Yes
Weekly
Apartment
860
1,181,058
53
Female
116,576
Single
0
Master's
null
18.253803
Urban
Premium
0
15
331
7
2023-12-31 15:21:39.225916
Good
No
Weekly
House
292
1,181,059
34
Female
25,615
Married
2
Bachelor's
null
42.818806
Urban
Premium
0
7
496
5
2022-05-17 15:21:39.180553
Good
Yes
Daily
House
1,353
1,181,060
35
Male
24,182
Married
2
Bachelor's
Self-Employed
13.248889
Suburban
Basic
0
11
334
8
2022-07-11 15:21:39.237118
Poor
No
Monthly
House
713
1,181,061
63
Male
9,894
Married
2
High School
null
18.719356
Suburban
Premium
null
9
849
7
2024-08-11 15:21:39.192212
Poor
No
Weekly
House
45
1,181,062
51
Male
12,062
Single
3
Master's
Employed
35.993254
Suburban
Comprehensive
2
19
786
1
2019-12-16 15:21:39.105192
Good
Yes
Monthly
House
1,499
1,181,063
26
Male
122,690
Divorced
0
Bachelor's
Unemployed
23.80475
Urban
Premium
2
17
449
5
2023-08-21 15:21:39.119168
Good
No
Daily
House
526
1,181,064
62
Male
40,425
Single
3
High School
Self-Employed
13.938327
Urban
Comprehensive
1
4
610
3
2022-09-30 15:21:39.185215
Poor
Yes
Monthly
Condo
350
1,181,065
33
Female
43,903
Single
2
High School
Self-Employed
29.323445
Urban
Premium
0
8
497
8
2020-11-14 15:21:39.257696
Average
Yes
Rarely
Condo
1,523
1,181,066
40
Male
28,892
Divorced
0
High School
Unemployed
45.465738
Suburban
Comprehensive
0
18
584
5
2021-02-19 15:21:39.164044
Average
No
Weekly
House
873
1,181,067
22
Female
3,240
Married
0
Bachelor's
Employed
41.868844
Rural
Premium
0
9
644
3
2019-08-19 15:21:39.131192
Good
Yes
Rarely
Apartment
1,290
1,181,068
58
Female
123,912
Single
1
High School
null
42.339768
Suburban
Premium
null
9
703
5
2022-04-10 15:21:39.226954
Poor
Yes
Weekly
House
411
1,181,069
48
Female
5,729
Divorced
1
High School
null
49.776922
Suburban
Comprehensive
1
7
439
8
2024-03-06 15:21:39.198406
Poor
Yes
Weekly
Condo
1,067
1,181,070
44
Female
16,094
Married
2
Bachelor's
null
34.570117
Urban
Premium
null
14
453
1
2022-06-09 15:21:39.193945
Average
Yes
Monthly
House
574
1,181,071
41
Female
665
Single
0
Master's
Self-Employed
18.818157
Urban
Premium
2
14
null
1
2021-05-28 15:21:39.205850
Good
No
Monthly
Apartment
486
1,181,072
46
Male
51,183
Divorced
3
High School
null
21.868258
Rural
Comprehensive
null
12
471
3
2022-03-19 15:21:39.209847
Good
Yes
Weekly
Condo
428
1,181,073
29
Male
44,427
Divorced
0
High School
null
41.671742
Suburban
Premium
1
11
null
2
2021-07-30 15:21:39.247098
Good
No
Daily
Apartment
2,200
1,181,074
44
Male
null
Divorced
2
Bachelor's
Unemployed
24.723877
Rural
Premium
1
7
479
6
2020-01-04 15:21:39.259788
Average
Yes
Weekly
House
391
1,181,075
30
Female
88,236
Divorced
2
High School
Self-Employed
25.752835
Urban
Premium
null
8
452
6
2020-08-16 15:21:39.237118
Average
No
Weekly
Apartment
2,216
1,181,076
26
Female
34,498
Single
2
Bachelor's
Employed
25.739719
Suburban
Premium
1
16
688
2
2023-09-30 15:21:39.085129
Poor
Yes
Daily
Apartment
434
1,181,077
54
Male
3,896
Divorced
0
PhD
Self-Employed
14.055011
Rural
Basic
1
7
305
6
2023-10-22 15:21:39.223390
Average
No
Rarely
Condo
1,549
1,181,078
42
Female
28,544
Divorced
3
PhD
Employed
23.495629
Rural
Premium
1
18
462
5
2023-01-24 15:21:39.145732
Poor
Yes
Weekly
House
1,049
1,181,079
50
Female
34,221
Divorced
4
Master's
Self-Employed
11.123355
Urban
Premium
null
13
748
3
2021-01-21 15:21:39.084065
Good
Yes
Rarely
Apartment
1,004
1,181,080
18
Male
17,227
Divorced
0
Master's
Employed
35.443047
Suburban
Comprehensive
0
11
608
7
2022-07-16 15:21:39.098696
Poor
Yes
Weekly
Apartment
740
1,181,081
null
Female
381
Married
null
PhD
Employed
18.315328
Urban
Premium
null
10
738
8
2022-10-20 15:21:39.134960
Average
Yes
Daily
Condo
819
1,181,082
24
Female
4,958
Divorced
1
Bachelor's
Unemployed
17.187929
Urban
Premium
3
18
801
2
2022-07-12 15:21:39.281787
Good
Yes
Daily
Condo
821
1,181,083
33
Male
74,930
Divorced
4
Master's
Employed
42.111987
Suburban
Premium
1
11
447
1
2024-05-31 15:21:39.093681
Average
Yes
Monthly
House
825
1,181,084
19
Male
43,437
Married
2
PhD
null
31.636335
Suburban
Premium
null
2
704
4
2022-04-29 15:21:39.134960
Poor
Yes
Monthly
Apartment
871
1,181,085
60
Female
37,845
Married
null
PhD
Unemployed
21.551762
Suburban
Premium
null
16
477
6
2024-03-06 15:21:39.175719
Average
No
Rarely
Condo
20
1,181,086
53
Female
64,173
Married
4
High School
Employed
25.49264
Suburban
Premium
0
4
662
3
2021-07-29 15:21:39.283783
Poor
Yes
Weekly
Condo
81
1,181,087
34
Male
67,596
Divorced
1
Master's
null
49.725744
Rural
Basic
1
15
398
7
2021-09-25 15:21:39.253660
Poor
No
Monthly
Apartment
683
1,181,088
18
Male
14,639
Married
2
Bachelor's
Unemployed
34.929642
Suburban
Basic
null
15
776
3
2020-04-28 15:21:39.155231
Poor
No
Monthly
Apartment
676
1,181,089
35
Female
6,097
Single
3
High School
null
14.817483
Suburban
Comprehensive
0
14
null
7
2020-10-11 15:21:39.098696
Good
Yes
Weekly
Condo
553
1,181,090
28
Female
935
Divorced
0
Bachelor's
Employed
8.927573
Urban
Premium
0
16
667
1
2019-10-02 15:21:39.134960
Poor
Yes
Daily
Condo
907
1,181,091
53
Male
30,705
Single
3
High School
Self-Employed
18.651582
Suburban
Comprehensive
2
1
378
5
2024-04-02 15:21:39.123711
Poor
Yes
Rarely
House
453
1,181,092
33
Male
24,981
Married
0
Master's
Unemployed
5.139548
Suburban
Basic
null
6
null
4
2021-05-21 15:21:39.283783
Good
No
Weekly
Condo
1,115
1,181,093
39
Female
7,923
Divorced
null
High School
Self-Employed
13.723132
Suburban
Comprehensive
2
6
819
2
2020-01-26 15:21:39.155231
Good
Yes
Daily
Condo
1,071
1,181,094
35
Male
10,094
Married
2
High School
null
24.099703
Rural
Basic
2
13
552
9
2019-09-04 15:21:39.204790
null
Yes
Monthly
House
922
1,181,095
56
Female
84,563
Divorced
3
Master's
Employed
12.813981
Suburban
Premium
1
18
403
5
2021-07-13 15:21:39.087123
Poor
No
Daily
Condo
489
1,181,096
61
Male
113,597
Married
4
High School
null
14.263613
Suburban
Comprehensive
1
17
690
2
2021-11-20 15:21:39.168099
Average
No
Daily
House
189
1,181,097
49
Male
62,366
Married
2
PhD
Employed
11.257721
Rural
Premium
2
7
469
8
2020-05-10 15:21:39.134960
Poor
No
Monthly
House
2,840
1,181,098
39
Female
64,866
Single
3
Master's
Self-Employed
28.091525
Urban
Premium
0
14
300
8
2021-01-10 15:21:39.131192
Average
No
Rarely
House
1,031
1,181,099
58
Male
2,373
Divorced
0
High School
null
15.189567
Rural
Comprehensive
1
2
469
3
2024-03-11 15:21:39.146733
Average
Yes
Monthly
Condo
113