id
int64
0
1.2M
Age
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18
64
Gender
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2 values
Annual Income
float64
1
150k
Marital Status
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3 values
Number of Dependents
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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
12,000
53
Female
null
Divorced
1
Bachelor's
Self-Employed
25.859239
Urban
Basic
null
12
310
2
2023-06-18 15:21:39.260856
Poor
Yes
Daily
House
677
12,001
57
Female
2,909
Married
0
Master's
null
51.072537
Rural
Comprehensive
2
5
783
6
2023-07-25 15:21:39.285112
Poor
Yes
Daily
Condo
912
12,002
51
Female
43,101
Single
3
High School
Employed
12.657059
Rural
Premium
null
15
797
1
2022-10-17 15:21:39.186212
Good
No
Daily
House
30
12,003
37
Male
54,420
Single
2
PhD
Unemployed
3.583301
Rural
Basic
null
4
474
8
2021-05-20 15:21:39.197445
Poor
No
Rarely
Apartment
2,921
12,004
18
Male
38,729
Single
1
Bachelor's
Employed
40.52932
Rural
Basic
1
10
534
1
2020-06-26 15:21:39.134960
Average
Yes
Monthly
Apartment
1,734
12,005
57
Female
49,517
Single
3
Master's
Self-Employed
29.922193
Urban
Comprehensive
0
7
819
3
2021-05-12 15:21:39.090124
Poor
No
Daily
House
311
12,006
45
Male
145,987
Divorced
3
PhD
Employed
36.303078
Urban
Basic
0
2
454
5
2024-01-14 15:21:39.189223
Poor
No
Rarely
Condo
1,328
12,007
61
Male
54,564
Single
4
Master's
null
6.991593
Urban
Basic
null
3
792
3
2024-04-02 15:21:39.209847
Good
No
Monthly
Condo
130
12,008
46
Female
33,647
Divorced
4
PhD
Employed
33.57179
Suburban
Comprehensive
0
13
491
1
2022-06-21 15:21:39.230483
Average
No
Weekly
Apartment
818
12,009
50
Female
3,819
Divorced
3
High School
Employed
47.286059
Urban
Premium
null
12
689
2
2021-02-28 15:21:39.237118
Average
No
Weekly
Apartment
2,482
12,010
57
Female
118,725
Divorced
1
PhD
Employed
12.954735
Suburban
Basic
null
13
314
2
2021-07-10 15:21:39.237118
Good
Yes
Rarely
House
703
12,011
39
Male
44,199
Single
1
Master's
null
39.276827
Suburban
Comprehensive
1
9
707
1
2024-06-11 15:21:39.144722
Poor
Yes
Rarely
House
1,192
12,012
64
Male
3,727
Divorced
3
Master's
Self-Employed
5.688052
Suburban
Comprehensive
1
15
720
3
2019-09-09 15:21:39.265513
Average
No
Weekly
House
1,739
12,013
47
Female
4,941
Married
4
High School
Self-Employed
34.068622
Suburban
Basic
1
15
587
7
2020-03-18 15:21:39.213373
Average
No
Monthly
Condo
4,982
12,014
37
Male
null
Married
0
Bachelor's
null
26.858902
Rural
Comprehensive
0
9
557
6
2021-09-01 15:21:39.272456
Average
No
Monthly
Condo
236
12,015
29
Male
24,603
Single
0
Bachelor's
Employed
3.249399
Suburban
Comprehensive
1
9
639
7
2020-05-24 15:21:39.285112
Poor
Yes
Monthly
Apartment
731
12,016
25
Female
127,585
Divorced
1
Master's
null
6.936273
Urban
Comprehensive
1
13
null
7
2021-10-27 15:21:39.079128
Good
No
Weekly
Apartment
240
12,017
26
Male
64,325
Divorced
4
PhD
Self-Employed
49.839678
Urban
Premium
0
16
427
8
2021-01-16 15:21:39.155231
Good
No
Daily
House
74
12,018
31
Female
3,447
Married
3
High School
Employed
15.692497
Rural
Premium
1
14
829
6
2021-10-22 15:21:39.171102
Average
No
Monthly
Condo
2,374
12,019
38
Male
88,430
Married
3
Master's
Employed
null
Urban
Comprehensive
1
3
null
9
2023-09-30 15:21:39.237118
Average
Yes
Weekly
Apartment
2,489
12,020
45
Female
null
Married
4
PhD
null
12.715382
Suburban
Basic
0
2
648
8
2022-11-24 15:21:39.126661
Good
No
Daily
House
215
12,021
63
Female
80,869
Divorced
2
PhD
null
36.917509
Suburban
Comprehensive
null
7
408
9
2020-04-04 15:21:39.107553
Poor
Yes
Monthly
House
1,663
12,022
57
Female
32,038
Married
2
Bachelor's
Self-Employed
40.594471
Rural
Comprehensive
null
7
null
6
2021-08-02 15:21:39.144722
Poor
Yes
Daily
Apartment
837
12,023
41
Male
2,099
Divorced
1
Bachelor's
Employed
9.231855
Suburban
Premium
0
13
471
9
2019-11-17 15:21:39.221386
Good
Yes
Monthly
Apartment
563
12,024
29
Female
118,378
Divorced
4
Bachelor's
Employed
8.29933
Suburban
Comprehensive
1
18
484
6
2023-03-07 15:21:39.171102
Good
No
Rarely
Apartment
118
12,025
35
Male
14,092
Married
3
High School
Unemployed
28.93662
Urban
Comprehensive
0
17
315
2
2020-12-19 15:21:39.226954
Good
Yes
Rarely
Apartment
478
12,026
28
Male
31,006
Single
0
PhD
null
29.178814
Urban
Basic
null
18
466
8
2020-05-22 15:21:39.264504
Poor
Yes
Daily
Condo
676
12,027
46
Female
35,180
Divorced
3
Master's
null
39.061306
Rural
Premium
null
10
551
5
2023-12-10 15:21:39.105504
Poor
Yes
Daily
Condo
1,471
12,028
27
Female
17,982
Single
0
Master's
null
null
Suburban
Premium
0
11
694
9
2021-03-27 15:21:39.223901
Average
Yes
Monthly
Apartment
712
12,029
42
Female
18,093
Divorced
1
PhD
null
5.30873
Suburban
Premium
null
5
757
1
2022-06-04 15:21:39.261856
Poor
No
Weekly
House
1,244
12,030
21
Female
32,787
Single
0
Bachelor's
Unemployed
24.675517
Rural
Basic
null
10
653
4
2022-06-25 15:21:39.288099
Poor
No
Monthly
House
871
12,031
39
Male
127,723
Single
3
Master's
Self-Employed
31.633236
Urban
Premium
0
16
null
3
2024-03-27 15:21:39.134960
Average
No
Monthly
Apartment
147
12,032
49
Male
2,428
Divorced
null
PhD
Unemployed
29.385034
Rural
Basic
2
11
731
3
2022-03-16 15:21:39.093681
Good
No
Monthly
House
2,901
12,033
29
Female
24,921
Single
1
PhD
null
11.59282
Suburban
Comprehensive
1
2
741
3
2024-02-04 15:21:39.086123
Good
Yes
Monthly
Apartment
1,132
12,034
52
Female
15,863
Married
1
Master's
Unemployed
45.394478
Urban
Basic
3
14
null
3
2019-11-06 15:21:39.092127
Poor
Yes
Rarely
Apartment
2,418
12,035
28
Male
4,071
Married
null
High School
Self-Employed
null
Suburban
Comprehensive
null
2
766
7
2020-10-31 15:21:39.228521
Average
No
Monthly
House
782
12,036
null
Female
5,529
Divorced
3
Master's
null
14.818347
Urban
Basic
0
3
812
6
2021-05-27 15:21:39.126661
Good
No
Rarely
Condo
30
12,037
52
Female
null
Divorced
1
Master's
Self-Employed
17.643323
Suburban
Basic
2
1
483
2
2021-09-19 15:21:39.180553
Average
Yes
Rarely
House
2,070
12,038
42
Male
88,937
Divorced
0
Bachelor's
Unemployed
4.494443
Urban
Premium
1
4
666
7
2021-06-29 15:21:39.170099
Poor
No
Daily
Condo
3,652
12,039
60
Male
126,778
Single
null
High School
null
34.091859
Suburban
Comprehensive
3
0
322
9
2020-10-01 15:21:39.095696
Average
Yes
Daily
Apartment
1,561
12,040
29
Female
51,947
Divorced
0
High School
Self-Employed
16.256538
Suburban
Premium
0
14
null
8
2020-11-29 15:21:39.176717
Average
Yes
Rarely
Condo
111
12,041
38
Male
18,957
Married
3
Bachelor's
Employed
16.834609
Rural
Comprehensive
1
3
469
5
2021-08-10 15:21:39.170099
Average
No
Weekly
House
912
12,042
54
Male
16,077
Single
0
Bachelor's
null
null
Rural
Basic
3
13
552
2
2020-08-23 15:21:39.279729
Average
No
Rarely
Condo
1,732
12,043
33
Female
30,382
Married
2
High School
null
19.584932
Rural
Basic
1
8
751
2
2022-10-18 15:21:39.264504
Good
No
Monthly
Condo
654
12,044
61
Female
1,177
Single
4
PhD
Employed
8.777431
Urban
Comprehensive
2
10
null
8
2021-05-22 15:21:39.221386
Poor
Yes
Weekly
Apartment
952
12,045
58
Female
37,587
Married
1
Master's
Self-Employed
12.496254
Urban
Basic
null
4
409
1
2023-11-30 15:21:39.134960
Average
No
Monthly
Apartment
1,029
12,046
34
Female
24,942
Divorced
3
High School
null
48.444376
Rural
Comprehensive
1
14
null
1
2023-05-09 15:21:39.092127
Good
Yes
Daily
House
123
12,047
57
Female
1,851
Divorced
4
Bachelor's
Employed
15.784221
Rural
Basic
2
9
408
2
2021-01-26 15:21:39.237118
Average
Yes
Rarely
Apartment
641
12,048
51
Male
56,424
Single
null
High School
Employed
31.171227
Suburban
Basic
1
4
507
7
2022-10-12 15:21:39.237118
Good
No
Daily
Condo
45
12,049
64
Male
35,139
Single
1
Master's
null
27.935993
Suburban
Basic
2
17
568
1
2021-01-26 15:21:39.096739
Poor
Yes
Daily
Apartment
1,686
12,050
62
Female
29,098
Married
0
High School
null
34.479562
Suburban
Basic
1
5
576
3
2020-10-16 15:21:39.155231
Average
No
Daily
Apartment
1,263
12,051
24
Male
54,781
Single
3
Bachelor's
Unemployed
null
Suburban
Basic
null
3
847
2
2024-06-30 15:21:39.124659
Good
No
Daily
Apartment
2,465
12,052
40
Female
12,963
Single
2
PhD
Employed
4.924553
Urban
Basic
null
12
773
7
2023-08-07 15:21:39.237118
Poor
Yes
Rarely
Condo
1,285
12,053
59
Female
12,073
Divorced
3
High School
null
17.988132
Suburban
Premium
2
15
569
5
2022-02-15 15:21:39.283783
Good
No
Monthly
Condo
1,411
12,054
25
Male
39,766
Married
null
Master's
Employed
31.955604
Urban
Basic
null
7
656
8
2022-07-20 15:21:39.148733
Poor
No
Monthly
House
1,028
12,055
22
Female
51,499
Divorced
3
Bachelor's
Employed
18.067481
Suburban
Premium
0
19
557
9
2021-08-06 15:21:39.237118
Average
Yes
Daily
Apartment
230
12,056
40
Female
15,824
Married
4
PhD
Self-Employed
7.519468
Suburban
Premium
0
17
null
4
2021-03-30 15:21:39.190215
Average
Yes
Weekly
Condo
668
12,057
28
Female
140,567
Divorced
2
PhD
Self-Employed
9.559918
Suburban
Premium
null
12
401
8
2019-11-10 15:21:39.201446
Average
Yes
Daily
Apartment
923
12,058
20
Female
15,104
Divorced
0
PhD
null
17.419774
Suburban
Basic
0
17
638
3
2023-08-01 15:21:39.211806
Poor
Yes
Rarely
Condo
692
12,059
22
Male
null
Divorced
0
Master's
Employed
14.334793
Urban
Comprehensive
1
6
427
7
2022-09-12 15:21:39.107553
Poor
No
Weekly
Condo
558
12,060
null
Male
5,526
Married
3
PhD
null
27.498521
Urban
Premium
null
10
null
7
2024-05-31 15:21:39.246098
Good
Yes
Daily
Apartment
1,313
12,061
18
Male
11,905
Single
0
Master's
null
14.908386
Rural
Premium
0
8
333
7
2023-10-04 15:21:39.222387
Average
No
Monthly
House
1,052
12,062
30
Male
44,368
Single
3
Bachelor's
Unemployed
23.868365
Rural
Premium
null
15
null
4
2023-05-17 15:21:39.083497
Average
Yes
Daily
House
473
12,063
51
Female
246
Single
3
High School
null
29.981841
Urban
Basic
null
1
null
7
2019-12-29 15:21:39.168099
Poor
No
Daily
Apartment
542
12,064
29
Male
17,131
Married
4
High School
Unemployed
10.246798
Suburban
Comprehensive
0
1
null
1
2019-12-26 15:21:39.125660
Poor
No
Rarely
House
1,178
12,065
44
Female
22,232
Single
1
High School
null
5.742308
Urban
Premium
null
13
604
6
2021-04-17 15:21:39.168099
Good
Yes
Rarely
Apartment
1,937
12,066
63
Male
4,867
Single
3
High School
Employed
28.392629
Rural
Premium
2
12
653
1
2021-07-15 15:21:39.155231
Good
Yes
Weekly
House
583
12,067
50
Female
51,928
Single
3
Master's
Employed
10.722278
Urban
Basic
0
15
378
6
2023-03-11 15:21:39.134960
Average
Yes
Daily
House
998
12,068
20
Female
1,495
Single
2
High School
Employed
13.459864
Rural
Basic
0
19
652
5
2021-01-20 15:21:39.225916
Poor
Yes
Daily
Condo
110
12,069
34
Male
133,836
Divorced
0
High School
Employed
32.083668
Suburban
Premium
null
10
456
1
2024-03-08 15:21:39.194829
null
No
Rarely
Condo
603
12,070
53
Female
18,901
Divorced
1
High School
null
25.052533
Suburban
Comprehensive
1
19
776
4
2023-12-14 15:21:39.237118
Poor
Yes
Weekly
Apartment
403
12,071
45
Female
43,744
Single
1
High School
Employed
25.99666
Urban
Basic
0
4
373
5
2020-02-26 15:21:39.155231
Good
Yes
Daily
Apartment
844
12,072
50
Female
20,149
Divorced
0
Master's
Employed
28.810419
Suburban
Basic
0
15
569
1
2019-08-21 15:21:39.225916
Average
No
Weekly
Condo
1,958
12,073
58
Female
11,525
Married
1
Bachelor's
Employed
31.481185
Rural
Comprehensive
0
9
693
4
2020-08-13 15:21:39.281787
Average
No
Rarely
Apartment
3,075
12,074
22
Male
5,872
Married
3
High School
Self-Employed
24.471567
Rural
Comprehensive
null
9
null
3
2021-03-10 15:21:39.251142
Good
No
Weekly
House
619
12,075
63
Female
104,749
Married
0
PhD
null
null
Rural
Comprehensive
3
14
705
9
2021-02-03 15:21:39.256696
Average
No
Daily
House
815
12,076
22
Female
6,899
Married
4
PhD
Self-Employed
24.018099
Rural
Premium
1
8
722
8
2020-09-26 15:21:39.221386
Average
Yes
Monthly
House
1,520
12,077
34
Male
18,087
Divorced
2
Bachelor's
null
3.922963
Urban
Premium
1
12
727
5
2021-12-07 15:21:39.143708
Poor
Yes
Weekly
House
531
12,078
57
Female
10,001
Married
1
Master's
null
18.058379
Suburban
Basic
null
14
727
7
2023-06-17 15:21:39.134960
Poor
No
Weekly
Condo
1,270
12,079
44
Female
5,905
Married
0
Master's
null
28.441968
Suburban
Premium
null
8
554
1
2021-05-13 15:21:39.082499
Good
Yes
Rarely
House
1,647
12,080
44
Female
null
Single
4
Master's
Employed
10.547759
Rural
Premium
1
6
752
3
2021-06-11 15:21:39.155231
Average
Yes
Weekly
Apartment
294
12,081
62
Male
8,842
Divorced
null
Master's
null
32.737655
Rural
Premium
0
9
674
2
2023-10-27 15:21:39.226954
Poor
No
Weekly
Condo
992
12,082
60
Male
15,485
Single
3
Master's
Self-Employed
3.69583
Urban
Premium
1
6
729
7
2021-06-27 15:21:39.193945
Good
Yes
Weekly
Apartment
966
12,083
55
Female
79,303
Single
0
Master's
null
44.189512
Rural
Comprehensive
0
11
549
4
2021-02-14 15:21:39.237118
Good
Yes
Weekly
House
181
12,084
47
Female
121,296
Single
1
PhD
null
38.194909
Urban
Comprehensive
0
10
506
9
2021-04-27 15:21:39.096739
Average
No
Weekly
Condo
47
12,085
44
Female
2,766
Divorced
3
High School
null
19.076129
Rural
Basic
3
3
498
2
2020-03-14 15:21:39.283783
Good
Yes
Rarely
Apartment
1,398
12,086
37
Female
1,388
Divorced
2
Bachelor's
null
31.581521
Rural
Comprehensive
null
10
769
1
2022-01-06 15:21:39.134960
Average
No
Weekly
Condo
1,839
12,087
64
Female
47,652
Single
null
Bachelor's
Self-Employed
28.262301
Suburban
Premium
3
8
694
6
2021-09-29 15:21:39.222387
Average
Yes
Weekly
House
1,853
12,088
56
Female
597
Divorced
1
Master's
null
46.981368
Suburban
Premium
1
16
482
1
2020-02-03 15:21:39.188220
Good
No
Daily
Apartment
1,048
12,089
59
Female
12,058
Married
1
High School
Self-Employed
14.743263
Urban
Premium
1
7
543
3
2024-01-10 15:21:39.288099
Poor
Yes
Rarely
House
1,011
12,090
27
Male
54,432
Divorced
0
Master's
Unemployed
35.261826
Rural
Basic
1
8
450
4
2019-10-24 15:21:39.095696
Good
No
Weekly
Apartment
1,516
12,091
26
Female
6,098
Single
4
PhD
null
22.735673
Rural
Premium
2
8
null
4
2022-06-08 15:21:39.155231
Average
No
Monthly
Condo
1,069
12,092
51
Male
23,894
Single
0
PhD
null
26.818754
Suburban
Basic
null
9
661
4
2020-06-25 15:21:39.134960
Average
No
Rarely
Condo
476
12,093
51
Male
52,613
Single
3
High School
Employed
12.918874
Urban
Comprehensive
null
7
495
4
2023-02-27 15:21:39.257696
Average
Yes
Monthly
Condo
45
12,094
44
Female
19,004
Single
2
High School
Employed
29.428537
Urban
Comprehensive
2
17
758
4
2021-06-17 15:21:39.265513
Good
No
Daily
House
1,793
12,095
62
Female
45,003
Single
0
Master's
null
27.459936
Urban
Premium
2
15
802
2
2020-03-19 15:21:39.288099
Average
Yes
Monthly
Apartment
818
12,096
48
Female
4,071
Divorced
1
High School
null
5.813129
Suburban
Comprehensive
null
9
598
7
2022-02-12 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,477
12,097
55
Male
2,310
Married
2
High School
Self-Employed
36.996465
Suburban
Basic
2
0
515
1
2020-06-06 15:21:39.120168
Poor
No
Daily
House
917
12,098
45
Male
3,537
Married
0
Master's
Self-Employed
33.857182
Urban
Basic
3
11
null
8
2023-08-28 15:21:39.155231
Poor
No
Daily
Apartment
686
12,099
57
Female
43,884
Single
2
Master's
null
30.977703
Rural
Basic
1
1
null
4
2022-05-03 15:21:39.091080
Good
Yes
Weekly
Condo
1,214