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
33,000
54
Male
51,407
Single
1
High School
null
34.896977
Rural
Premium
3
9
381
4
2023-03-21 15:21:39.184157
Good
No
Monthly
House
3,099
33,001
45
Female
null
Single
2
Master's
Self-Employed
13.457742
Urban
Basic
0
5
411
2
2020-12-02 15:21:39.278402
Poor
Yes
Weekly
Condo
1,818
33,002
64
Female
20,795
Divorced
2
Master's
Self-Employed
24.849282
Suburban
Basic
1
7
709
7
2024-04-06 15:21:39.288099
Poor
Yes
Weekly
Apartment
734
33,003
null
Male
131,779
Divorced
null
High School
Self-Employed
12.009531
Urban
Comprehensive
0
7
445
5
2022-03-10 15:21:39.236064
Poor
No
Monthly
House
671
33,004
19
Male
64,958
Single
3
Bachelor's
Employed
38.764861
Urban
Comprehensive
0
16
334
3
2021-05-08 15:21:39.155231
Average
No
Daily
Apartment
2,296
33,005
51
Female
5,912
Single
3
Bachelor's
null
17.840469
Rural
Premium
null
19
733
6
2020-08-08 15:21:39.087123
Average
No
Monthly
Condo
2,175
33,006
28
Male
28,326
Divorced
0
Bachelor's
Unemployed
35.176428
Suburban
Comprehensive
null
19
378
6
2024-02-15 15:21:39.233998
Poor
Yes
Rarely
House
678
33,007
43
Male
61,737
null
null
PhD
Employed
25.366434
Urban
Premium
1
6
394
2
2023-12-15 15:21:39.179186
Average
No
Monthly
House
944
33,008
55
Female
126,632
Single
4
Bachelor's
Self-Employed
28.611172
Urban
Basic
2
0
null
4
2021-07-20 15:21:39.208842
Good
Yes
Daily
Condo
293
33,009
36
Female
12,091
Divorced
3
Bachelor's
Unemployed
13.556676
Urban
Premium
1
3
482
6
2024-01-06 15:21:39.155231
Poor
Yes
Monthly
House
681
33,010
47
Female
43,517
Single
1
Bachelor's
Unemployed
6.624739
Urban
Premium
0
11
356
2
2019-11-17 15:21:39.207847
Good
No
Monthly
Apartment
1,190
33,011
23
Female
18,013
Single
4
Bachelor's
Unemployed
25.865345
Suburban
Comprehensive
0
6
null
8
2024-05-13 15:21:39.226954
Poor
No
Rarely
Apartment
2,070
33,012
47
Female
34,222
Divorced
0
Bachelor's
Unemployed
11.482862
Rural
Premium
null
3
523
3
2020-03-27 15:21:39.179186
Good
Yes
Monthly
Apartment
2,379
33,013
30
Female
575
Divorced
2
High School
null
null
Suburban
Premium
1
14
null
6
2022-08-26 15:21:39.092127
Poor
Yes
Weekly
Apartment
716
33,014
43
Female
24,706
Married
4
Bachelor's
Self-Employed
6.90836
Rural
Basic
null
7
766
9
2022-02-22 15:21:39.269494
Average
Yes
Weekly
House
605
33,015
56
Male
1,698
Single
3
Bachelor's
Employed
47.965881
Suburban
Basic
2
14
644
8
2022-08-06 15:21:39.258696
Poor
Yes
Monthly
Apartment
893
33,016
24
Female
null
Divorced
1
High School
Employed
29.934107
Urban
Comprehensive
null
11
315
8
2020-03-27 15:21:39.155231
Poor
No
Daily
Apartment
543
33,017
60
Female
1,220
Single
3
PhD
Unemployed
15.141716
Rural
Comprehensive
0
17
320
6
2021-06-20 15:21:39.198406
Good
No
Rarely
Condo
63
33,018
43
Male
35,200
Single
1
Master's
Employed
45.368068
Rural
Comprehensive
null
6
554
6
2020-11-19 15:21:39.237118
Poor
No
Rarely
House
1,231
33,019
34
Female
67,952
Single
0
PhD
Unemployed
23.068395
Suburban
Premium
2
1
null
8
2022-11-02 15:21:39.237118
Poor
Yes
Monthly
Apartment
128
33,020
55
Male
18,856
Married
4
High School
Employed
10.92793
Rural
Premium
1
16
435
6
2020-04-14 15:21:39.084065
Poor
Yes
Weekly
Apartment
177
33,021
19
Male
29,785
Divorced
0
High School
Self-Employed
3.456491
Urban
Premium
0
19
371
1
2023-03-09 15:21:39.225916
Good
No
Monthly
House
29
33,022
21
Male
62,857
Single
3
Bachelor's
null
null
Rural
Basic
2
19
483
2
2023-04-10 15:21:39.253660
Poor
No
Monthly
Apartment
1,725
33,023
36
Female
64,497
Married
3
PhD
null
33.564218
Suburban
Comprehensive
1
9
454
9
2023-11-05 15:21:39.128286
Good
No
Rarely
Condo
1,761
33,024
25
Male
26,736
Married
3
PhD
Self-Employed
11.078526
Urban
Basic
0
7
355
3
2022-04-05 15:21:39.172097
Average
No
Rarely
Condo
1,084
33,025
39
Female
2,117
Married
2
Master's
Unemployed
13.55768
Suburban
Basic
0
6
672
9
2019-09-01 15:21:39.278402
Good
Yes
Weekly
Apartment
234
33,026
27
Male
27,982
Married
1
Master's
Unemployed
42.849338
Rural
Premium
1
8
677
9
2024-05-05 15:21:39.107553
Average
Yes
Monthly
House
1,076
33,027
46
Female
4,865
Divorced
2
PhD
null
24.397849
Suburban
Comprehensive
0
3
420
3
2023-04-23 15:21:39.283783
Poor
No
Rarely
Condo
2,121
33,028
46
Male
35
Married
3
PhD
Unemployed
20.812455
Urban
Basic
2
2
662
3
2020-07-18 15:21:39.134960
Poor
Yes
Monthly
Apartment
615
33,029
34
Female
23,142
Divorced
null
Master's
null
13.373089
Rural
Basic
1
17
515
9
2023-04-18 15:21:39.155231
Average
No
Monthly
House
28
33,030
55
Female
17,091
Single
2
High School
null
38.581048
Rural
Comprehensive
null
10
590
6
2022-07-16 15:21:39.237118
Poor
Yes
Monthly
House
538
33,031
58
Female
43,750
Single
0
High School
Unemployed
11.908176
Rural
Comprehensive
1
3
516
4
2021-07-31 15:21:39.079128
Average
Yes
Weekly
House
813
33,032
57
Female
87,228
Divorced
null
PhD
Unemployed
32.070077
Urban
Basic
null
2
350
3
2023-12-07 15:21:39.233998
Good
Yes
Monthly
Apartment
511
33,033
31
Male
23,419
Divorced
3
High School
Employed
29.818231
Rural
Comprehensive
2
11
null
7
2024-05-19 15:21:39.175719
Poor
No
Weekly
Condo
78
33,034
28
Female
823
Married
3
PhD
null
null
Urban
Basic
1
10
518
6
2022-04-19 15:21:39.154008
Average
Yes
Weekly
House
658
33,035
null
Female
null
Married
0
High School
Self-Employed
9.724581
Rural
Premium
3
16
551
6
2020-09-15 15:21:39.176717
Average
Yes
Daily
House
112
33,036
23
Male
36,770
Divorced
3
PhD
Employed
17.71163
Suburban
Premium
0
18
515
4
2022-05-23 15:21:39.145732
Good
No
Monthly
Apartment
1,275
33,037
22
Female
10,169
Single
2
Master's
null
19.701718
Rural
Premium
1
4
699
3
2021-12-22 15:21:39.199447
Average
Yes
Daily
Condo
459
33,038
32
Female
35,017
Divorced
3
Bachelor's
Unemployed
3.564304
Suburban
Basic
0
2
779
6
2021-03-04 15:21:39.206847
Good
Yes
Daily
House
456
33,039
55
Male
16,256
Divorced
null
Bachelor's
Self-Employed
3.037123
Urban
Premium
1
6
null
5
2022-07-20 15:21:39.237118
Average
Yes
Rarely
Apartment
1,201
33,040
18
Male
30,647
Divorced
4
Master's
Unemployed
21.959626
Urban
Basic
1
17
null
4
2019-12-16 15:21:39.155231
Good
No
Weekly
Condo
1,053
33,041
31
Male
17,091
Divorced
3
Master's
Self-Employed
18.988269
Suburban
Comprehensive
0
0
779
8
2020-06-06 15:21:39.152732
Average
No
Weekly
House
916
33,042
64
Female
8,096
Single
3
Master's
Employed
18.657721
Rural
Premium
null
3
759
8
2022-12-22 15:21:39.205850
Average
No
Weekly
Condo
304
33,043
46
Male
43,611
Married
0
Bachelor's
null
39.622781
Rural
Basic
1
2
464
6
2024-06-16 15:21:39.255696
Average
Yes
Rarely
Apartment
714
33,044
31
Male
9,135
Divorced
2
PhD
Self-Employed
3.917144
Rural
Basic
1
9
345
3
2021-11-03 15:21:39.155231
Good
Yes
Monthly
Apartment
673
33,045
64
Male
26,891
Divorced
3
High School
Employed
32.049753
Urban
Comprehensive
1
8
551
1
2020-02-16 15:21:39.146733
Average
No
Daily
House
1,419
33,046
21
Female
923
Single
4
High School
Self-Employed
37.386468
Suburban
Basic
null
7
791
3
2022-02-18 15:21:39.285112
Poor
Yes
Monthly
Apartment
340
33,047
60
Male
597
Single
null
PhD
null
null
Rural
Basic
null
3
676
8
2022-08-14 15:21:39.171102
Average
Yes
Rarely
Condo
431
33,048
57
Female
12,086
Married
1
Bachelor's
Unemployed
15.990772
Suburban
Basic
1
15
681
7
2022-12-07 15:21:39.167099
Average
Yes
Monthly
House
792
33,049
43
Male
22,655
Married
2
PhD
Self-Employed
4.974322
Urban
Comprehensive
1
18
381
4
2022-09-28 15:21:39.190215
Average
Yes
Daily
Condo
924
33,050
47
Male
44,416
Married
0
Master's
Employed
47.177022
Rural
Premium
null
14
444
4
2022-01-15 15:21:39.254678
null
No
Rarely
House
1,006
33,051
25
Male
26,180
Divorced
2
PhD
Employed
26.982199
Suburban
Premium
4
18
596
1
2020-01-30 15:21:39.154008
Good
No
Daily
Condo
1,116
33,052
51
Male
63,927
Married
2
High School
null
23.487872
Suburban
Basic
1
8
484
4
2021-11-23 15:21:39.134960
Good
No
Weekly
Apartment
2,054
33,053
39
Male
59,622
Married
4
Bachelor's
Self-Employed
14.945688
Urban
Premium
2
11
461
8
2022-07-12 15:21:39.134960
Good
No
Weekly
House
2,965
33,054
19
Male
29,190
Divorced
2
Master's
Employed
18.065505
Urban
Comprehensive
null
7
587
7
2021-10-29 15:21:39.250151
Good
No
Daily
Apartment
1,041
33,055
56
Female
35,706
Divorced
1
High School
Unemployed
22.91859
Urban
Comprehensive
0
7
469
2
2022-01-09 15:21:39.207847
Good
Yes
Weekly
Apartment
731
33,056
36
Female
123,830
Divorced
3
PhD
Employed
7.982031
Suburban
Premium
3
19
359
7
2022-08-07 15:21:39.098696
null
No
Rarely
Apartment
957
33,057
62
Female
27,791
Divorced
2
High School
Self-Employed
12.62403
Urban
Basic
2
2
835
9
2021-03-23 15:21:39.282785
Average
No
Weekly
Apartment
1,094
33,058
36
Male
5,290
Married
4
Master's
Self-Employed
24.953656
Urban
Comprehensive
null
4
555
9
2023-06-25 15:21:39.222387
Poor
No
Monthly
Condo
1,826
33,059
40
Male
518
Married
2
High School
Employed
41.384824
Rural
Comprehensive
2
19
830
9
2020-07-13 15:21:39.134960
Poor
No
Weekly
Condo
939
33,060
26
Female
8,069
Divorced
4
Bachelor's
null
4.058688
Suburban
Premium
null
15
null
5
2024-01-01 15:21:39.149731
Average
No
Daily
Apartment
1,189
33,061
24
Male
66,732
Single
1
High School
Self-Employed
15.83859
Suburban
Comprehensive
null
8
382
9
2022-05-27 15:21:39.126661
Average
No
Monthly
Condo
626
33,062
49
Male
29,190
Married
2
PhD
Self-Employed
13.847655
Urban
Basic
0
17
544
3
2021-08-01 15:21:39.105504
Poor
Yes
Monthly
Condo
559
33,063
45
Male
915
Divorced
4
PhD
null
34.58276
Urban
Comprehensive
1
16
703
1
2022-08-05 15:21:39.081504
Average
No
Weekly
House
2,482
33,064
20
Male
82,678
Divorced
4
Bachelor's
null
17.9883
Rural
Premium
null
11
456
2
2020-12-11 15:21:39.152732
null
Yes
Monthly
House
634
33,065
24
Female
23,203
Married
4
Bachelor's
Employed
27.585529
Urban
Comprehensive
null
12
null
4
2020-08-03 15:21:39.237118
Poor
No
Monthly
Apartment
2,237
33,066
25
Male
71,154
Married
4
Master's
null
52.506087
Suburban
Comprehensive
0
9
553
7
2020-01-26 15:21:39.209847
Good
No
Weekly
Condo
1,747
33,067
25
Female
53,471
Single
4
Bachelor's
Unemployed
31.902185
Suburban
Premium
null
1
406
1
2020-11-13 15:21:39.206847
null
No
Monthly
House
517
33,068
59
Male
29,210
Single
3
PhD
null
30.844705
Urban
Premium
1
9
535
2
2021-06-14 15:21:39.237118
Average
No
Monthly
Condo
1,453
33,069
36
Female
5,812
Married
1
Master's
Employed
14.67986
Urban
Comprehensive
0
19
750
6
2020-02-05 15:21:39.290098
Poor
Yes
Weekly
Condo
638
33,070
22
Male
11,748
Single
0
High School
null
45.834258
Rural
Basic
1
9
667
4
2021-04-28 15:21:39.172097
Average
No
Weekly
Apartment
709
33,071
19
Female
82,886
Divorced
1
Bachelor's
null
51.158099
Rural
Premium
1
0
736
7
2022-01-26 15:21:39.092127
Poor
No
Monthly
Condo
736
33,072
23
Female
6,894
Married
4
Bachelor's
Self-Employed
10.802545
Rural
Basic
2
3
535
2
2021-04-22 15:21:39.237118
Poor
No
Weekly
Apartment
36
33,073
34
Male
524
Single
1
Master's
Employed
null
Rural
Premium
0
19
null
2
2021-02-05 15:21:39.132191
Good
No
Daily
Apartment
393
33,074
34
Female
23,755
Divorced
0
PhD
Unemployed
40.633018
Rural
Premium
0
16
431
6
2022-04-09 15:21:39.182597
Average
Yes
Monthly
Condo
1,510
33,075
36
Female
21,872
Divorced
null
Master's
Employed
20.814202
Urban
Basic
2
18
416
2
2023-12-23 15:21:39.165120
Average
Yes
Monthly
House
1,314
33,076
64
Female
26,981
Married
3
Master's
Employed
28.874673
Urban
Basic
null
17
663
8
2024-04-07 15:21:39.219432
Poor
No
Rarely
Apartment
2,160
33,077
47
Female
3,623
Married
3
PhD
Self-Employed
49.168219
Rural
Comprehensive
1
19
500
3
2021-03-08 15:21:39.215386
Good
No
Daily
House
957
33,078
34
Female
null
Married
4
High School
Employed
32.094535
Urban
Premium
null
15
439
7
2020-08-31 15:21:39.248098
Good
Yes
Rarely
House
308
33,079
41
Female
44,961
Married
4
Master's
null
16.928401
Rural
Comprehensive
null
8
470
2
2020-09-19 15:21:39.175719
Good
No
Monthly
House
35
33,080
64
Male
35,113
Married
1
PhD
Unemployed
47.69178
Suburban
Premium
1
3
817
2
2022-07-12 15:21:39.134960
Good
Yes
Monthly
Apartment
872
33,081
19
Female
5,076
Divorced
2
Bachelor's
null
15.135596
Urban
Premium
1
6
479
1
2022-07-17 15:21:39.171102
Average
Yes
Rarely
Condo
2,355
33,082
58
Female
939
Married
4
Bachelor's
Self-Employed
52.096698
Suburban
Comprehensive
2
19
null
5
2024-05-05 15:21:39.190215
Poor
No
Monthly
Condo
1,942
33,083
31
Female
23,881
Divorced
1
Bachelor's
Self-Employed
13.940929
Urban
Comprehensive
2
15
null
3
2019-09-18 15:21:39.237118
Good
No
Rarely
House
1,362
33,084
43
Female
9,274
Divorced
0
PhD
Unemployed
25.940867
Urban
Comprehensive
0
16
617
8
2024-05-12 15:21:39.175719
Poor
Yes
Daily
House
1,177
33,085
48
Male
44,257
Divorced
2
High School
Unemployed
27.240468
Suburban
Comprehensive
2
3
634
2
2020-05-28 15:21:39.150730
Good
No
Weekly
Condo
537
33,086
64
Female
34,298
Single
4
Bachelor's
Employed
36.494743
Urban
Basic
null
4
846
7
2023-09-28 15:21:39.194829
Average
No
Weekly
Condo
867
33,087
34
Female
20,231
Single
2
High School
Self-Employed
8.471238
Rural
Comprehensive
null
14
652
1
2020-10-04 15:21:39.093681
Average
No
Weekly
Apartment
669
33,088
35
Male
68,983
Married
3
Master's
Self-Employed
21.54161
Rural
Premium
null
5
400
6
2022-02-09 15:21:39.226954
Average
No
Daily
Apartment
651
33,089
64
Male
6,862
Single
2
Bachelor's
Unemployed
null
Rural
Premium
null
19
503
9
2023-11-27 15:21:39.276901
Good
No
Monthly
House
633
33,090
43
Female
10,166
Single
3
PhD
Unemployed
26.751234
Urban
Basic
null
7
584
8
2022-11-23 15:21:39.126661
Average
Yes
Monthly
Apartment
2,133
33,091
37
Female
34,015
Single
0
Master's
null
27.89244
Urban
Basic
0
18
511
8
2020-08-22 15:21:39.150730
Average
Yes
Daily
Condo
793
33,092
29
Male
23,188
Single
2
Master's
Self-Employed
25.912669
Urban
Premium
null
14
669
5
2022-10-12 15:21:39.237118
Poor
Yes
Monthly
House
779
33,093
53
Female
6,058
Single
1
Bachelor's
Employed
9.43485
Rural
Premium
2
10
null
7
2023-11-06 15:21:39.237118
Good
No
Weekly
Apartment
589
33,094
60
Male
5,154
Married
null
PhD
Unemployed
41.286665
Suburban
Basic
0
0
787
5
2020-03-02 15:21:39.206847
Poor
No
Daily
House
1,659
33,095
null
Male
25,720
Married
0
Master's
null
null
Suburban
Comprehensive
1
19
794
7
2020-10-11 15:21:39.105504
Poor
No
Monthly
Apartment
1,644
33,096
19
Male
44,759
Married
3
Bachelor's
null
46.149859
Suburban
Premium
null
17
678
2
2021-03-01 15:21:39.146733
Poor
No
Monthly
Apartment
3,872
33,097
57
Female
53,600
Divorced
3
PhD
Unemployed
10.545702
Rural
Basic
null
18
830
3
2023-07-31 15:21:39.207847
Average
No
Daily
Condo
361
33,098
53
Male
1,486
Married
1
Bachelor's
Employed
16.062769
Suburban
Basic
null
7
822
3
2019-10-29 15:21:39.171102
null
No
Weekly
Condo
2,134
33,099
38
Female
19,717
Married
3
Master's
Employed
18.917131
Rural
Basic
0
17
null
9
2020-12-07 15:21:39.106582
Average
No
Monthly
House
726