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
1,000
37
Female
30,881
Married
0
PhD
null
null
Suburban
Premium
2
5
751
4
2020-01-20 15:21:39.091080
Good
Yes
Monthly
Condo
890
1,001
31
Female
38,335
Divorced
0
Master's
Unemployed
30.590938
Suburban
Basic
1
13
337
2
2022-11-18 15:21:39.155231
Good
No
Daily
House
25
1,002
56
Female
20,535
Married
1
Bachelor's
Self-Employed
11.812236
Urban
Premium
null
16
619
3
2023-11-24 15:21:39.192212
Poor
No
Monthly
House
1,706
1,003
27
Female
10,912
Married
3
PhD
Employed
30.852162
Suburban
Comprehensive
null
1
513
1
2020-11-20 15:21:39.130190
Poor
No
Weekly
House
198
1,004
25
Male
1,724
Divorced
2
Bachelor's
null
24.076696
Rural
Basic
null
12
451
9
2024-07-19 15:21:39.283783
Poor
No
Rarely
Condo
567
1,005
54
Female
86,851
Married
3
Master's
Self-Employed
16.053546
Rural
Comprehensive
null
14
829
7
2024-04-04 15:21:39.126661
null
Yes
Rarely
Condo
3,373
1,006
48
Male
944
Single
0
PhD
Employed
50.87623
Rural
Basic
0
18
716
6
2020-09-02 15:21:39.148733
Average
No
Monthly
Condo
788
1,007
20
Female
12,084
Divorced
2
High School
null
37.253582
Rural
Premium
0
16
678
4
2021-04-03 15:21:39.171102
Good
No
Daily
Apartment
1,499
1,008
46
Female
59,918
Divorced
0
Master's
Self-Employed
14.221818
Urban
Premium
1
17
621
7
2023-12-31 15:21:39.123711
Good
No
Weekly
Condo
379
1,009
23
Male
81,818
Married
3
High School
Employed
46.966788
Urban
Comprehensive
2
0
462
8
2020-07-08 15:21:39.235012
Average
No
Monthly
Apartment
139
1,010
32
Male
27,917
Divorced
4
Master's
Self-Employed
11.40399
Rural
Premium
4
15
479
4
2022-04-13 15:21:39.190215
Good
No
Monthly
Apartment
843
1,011
60
Male
6,938
Divorced
0
High School
null
37.98995
Suburban
Premium
1
2
401
4
2020-06-01 15:21:39.147735
Poor
Yes
Daily
Condo
931
1,012
33
Female
825
Divorced
4
PhD
Unemployed
19.898602
Urban
Basic
1
18
672
9
2022-11-05 15:21:39.237118
Good
Yes
Rarely
Apartment
3,166
1,013
63
Male
464
Single
3
PhD
Unemployed
28.06579
Suburban
Premium
null
10
796
9
2021-12-27 15:21:39.134960
Poor
Yes
Daily
House
226
1,014
23
Female
59,920
Divorced
4
Master's
Self-Employed
31.923811
Urban
Premium
2
9
775
6
2023-06-06 15:21:39.107553
Good
Yes
Daily
Apartment
3,111
1,015
53
Female
30,450
Single
4
PhD
Employed
43.838259
Rural
Premium
1
3
483
7
2019-12-27 15:21:39.168099
Average
Yes
Weekly
Apartment
2,674
1,016
24
Female
8,841
Single
2
High School
Employed
29.938555
Suburban
Premium
1
0
462
8
2022-04-28 15:21:39.134960
Poor
No
Weekly
Condo
556
1,017
62
Male
26,897
Single
3
Bachelor's
Employed
25.823603
Suburban
Basic
0
0
828
4
2022-05-25 15:21:39.205850
Average
No
Weekly
House
925
1,018
40
Male
72,432
Married
2
High School
Self-Employed
16.410817
Suburban
Premium
1
3
763
2
2019-12-29 15:21:39.132191
Good
No
Daily
House
180
1,019
57
Female
7,092
Divorced
0
Bachelor's
Self-Employed
10.907214
Rural
Comprehensive
0
7
806
5
2023-11-19 15:21:39.092127
Average
Yes
Monthly
House
173
1,020
33
Male
37,163
Divorced
4
High School
Self-Employed
8.14457
Urban
Premium
3
10
493
7
2022-08-22 15:21:39.134960
null
No
Weekly
Apartment
1,686
1,021
36
Male
11,051
Single
1
High School
Self-Employed
11.935003
Suburban
Comprehensive
null
10
621
8
2021-06-08 15:21:39.148733
Average
Yes
Weekly
Apartment
2,822
1,022
47
Male
35,725
Married
4
PhD
null
31.147089
Urban
Basic
2
14
672
7
2022-04-29 15:21:39.285112
Poor
Yes
Rarely
House
673
1,023
46
Female
51,630
Married
4
PhD
Employed
25.141304
Rural
Comprehensive
null
7
null
7
2021-06-10 15:21:39.091080
Poor
Yes
Daily
Apartment
113
1,024
18
Female
3,547
Married
0
Master's
null
18.71764
Urban
Comprehensive
0
15
649
7
2020-11-29 15:21:39.271453
null
Yes
Monthly
Apartment
1,764
1,025
19
Male
8,096
Divorced
3
High School
Employed
15.753881
Rural
Basic
null
14
456
1
2024-06-23 15:21:39.152732
Average
No
Daily
Apartment
573
1,026
41
Male
722
null
2
Master's
Employed
32.87958
Urban
Basic
1
4
647
9
2020-06-06 15:21:39.151732
Good
No
Weekly
House
167
1,027
36
Female
53,920
Divorced
3
PhD
Self-Employed
23.928873
Suburban
Basic
1
10
487
2
2024-06-14 15:21:39.207847
null
Yes
Weekly
Condo
2,147
1,028
49
Male
46,781
Divorced
1
PhD
Self-Employed
14.957251
Urban
Premium
0
2
332
8
2024-01-10 15:21:39.245086
Poor
Yes
Rarely
Condo
709
1,029
31
Female
23,084
Single
1
Bachelor's
Employed
17.572552
Urban
Premium
1
3
466
5
2023-08-15 15:21:39.088124
Good
Yes
Weekly
Apartment
1,812
1,030
20
Female
13,603
Single
2
Bachelor's
Unemployed
41.144785
Suburban
Comprehensive
0
10
712
7
2021-05-15 15:21:39.098696
Good
No
Rarely
House
1,018
1,031
52
Female
38,695
Single
4
Bachelor's
null
32.691954
Urban
Premium
null
14
627
9
2021-06-24 15:21:39.222387
Average
Yes
Daily
House
1,310
1,032
35
Male
16,091
Married
0
PhD
Self-Employed
null
Urban
Premium
0
9
null
4
2020-04-28 15:21:39.134960
Average
Yes
Weekly
Condo
1,377
1,033
47
Male
44,956
Married
null
Master's
Employed
21.417937
Rural
Comprehensive
2
10
521
9
2020-11-25 15:21:39.271453
Poor
Yes
Monthly
Apartment
496
1,034
46
Female
16,123
Divorced
3
Bachelor's
Employed
null
Urban
Premium
2
1
835
1
2023-02-28 15:21:39.251142
Poor
No
Daily
Condo
1,642
1,035
23
Male
10,881
Married
1
Master's
Self-Employed
4.619293
Suburban
Comprehensive
1
19
null
4
2023-08-11 15:21:39.092127
Poor
No
Daily
Apartment
604
1,036
19
Male
43,935
Married
3
PhD
null
21.834137
Urban
Comprehensive
1
11
571
6
2024-04-02 15:21:39.251142
Poor
Yes
Weekly
Condo
29
1,037
56
Male
40,981
Divorced
2
PhD
Unemployed
21.098272
Urban
Basic
2
17
439
1
2019-10-07 15:21:39.216387
Good
Yes
Monthly
Condo
1,253
1,038
29
Female
86,680
Married
2
Bachelor's
Employed
null
Urban
Premium
0
17
null
9
2022-10-18 15:21:39.134960
Good
No
Weekly
Apartment
382
1,039
47
Male
100,199
Divorced
2
Bachelor's
Employed
44.087557
Urban
Basic
0
18
688
4
2020-04-15 15:21:39.155231
Good
No
Weekly
Condo
128
1,040
20
Male
7,081
Divorced
2
High School
Employed
30.567382
Suburban
Basic
0
13
null
2
2023-02-19 15:21:39.177724
Average
Yes
Daily
House
710
1,041
24
Male
45,487
Divorced
2
Bachelor's
Unemployed
7.924252
Urban
Premium
1
2
572
7
2022-05-08 15:21:39.149731
Poor
No
Monthly
House
1,602
1,042
37
Female
null
Divorced
0
Master's
null
29.890853
Rural
Basic
3
3
832
1
2020-07-16 15:21:39.247098
Good
Yes
Weekly
Condo
2,224
1,043
49
Female
13,982
Divorced
1
Master's
Unemployed
20.636458
Urban
Comprehensive
0
11
816
1
2021-04-02 15:21:39.237118
Average
Yes
Weekly
Condo
1,465
1,044
43
Female
26,685
Divorced
1
High School
Unemployed
15.965779
Rural
Premium
1
11
442
3
2020-05-27 15:21:39.090124
Poor
No
Daily
Condo
226
1,045
30
Female
1,823
Married
3
High School
Self-Employed
14.612521
Urban
Premium
1
15
758
2
2023-04-26 15:21:39.084065
null
No
Weekly
Apartment
1,085
1,046
58
Female
25,389
Divorced
0
PhD
null
50.534856
Rural
Comprehensive
1
12
849
1
2023-03-16 15:21:39.134960
null
No
Weekly
House
860
1,047
43
Female
32,064
Single
null
Master's
Employed
24.896488
Urban
Basic
1
5
677
1
2021-07-05 15:21:39.197445
Good
No
Daily
House
2,288
1,048
56
Male
2,586
null
4
Master's
Unemployed
42.259856
Suburban
Comprehensive
null
17
552
8
2022-10-01 15:21:39.237118
Good
No
Rarely
House
1,311
1,049
49
Male
18,408
Married
0
PhD
null
null
Rural
Comprehensive
null
19
638
2
2021-08-01 15:21:39.134960
Poor
No
Rarely
House
832
1,050
60
Female
28,962
Single
null
Bachelor's
Unemployed
5.057593
Suburban
Premium
null
15
528
3
2020-03-29 15:21:39.226954
Average
Yes
Monthly
Apartment
1,298
1,051
55
Female
132,049
Single
0
PhD
Employed
10.273869
Suburban
Basic
2
3
506
1
2024-03-26 15:21:39.254678
Poor
Yes
Rarely
House
2,931
1,052
40
Male
1,075
Divorced
3
High School
Self-Employed
30.054248
Urban
Basic
1
11
818
4
2020-02-23 15:21:39.283783
Good
Yes
Daily
Apartment
2,114
1,053
28
Male
29,056
Divorced
1
Bachelor's
Employed
null
Suburban
Comprehensive
1
3
716
7
2021-11-12 15:21:39.244069
Poor
No
Rarely
House
632
1,054
52
Male
91,958
Single
2
Bachelor's
Unemployed
37.828874
Rural
Comprehensive
1
0
405
8
2020-07-07 15:21:39.221386
Average
Yes
Weekly
House
776
1,055
39
Male
17,982
Divorced
3
Master's
null
36.957546
Suburban
Comprehensive
0
18
749
1
2024-02-06 15:21:39.205850
Poor
No
Monthly
Apartment
582
1,056
53
Female
45,434
Married
null
Bachelor's
Unemployed
24.611161
Suburban
Premium
1
12
404
5
2022-05-25 15:21:39.181605
Average
No
Monthly
House
613
1,057
23
Male
33,010
Divorced
1
Bachelor's
null
14.847247
Urban
Basic
1
6
627
7
2020-03-31 15:21:39.168099
Average
Yes
Weekly
Apartment
1,126
1,058
59
Male
61,220
Divorced
2
PhD
Employed
27.010833
Suburban
Basic
0
2
452
2
2023-01-21 15:21:39.202448
Average
Yes
Daily
House
1,142
1,059
45
Female
20,861
Divorced
4
Bachelor's
Employed
null
Suburban
Basic
null
11
775
3
2021-01-29 15:21:39.155231
Average
Yes
Daily
Condo
1,098
1,060
51
Male
82,751
Divorced
2
PhD
Unemployed
24.588894
Urban
Comprehensive
null
18
438
7
2023-01-21 15:21:39.164044
Good
No
Rarely
Condo
2,370
1,061
40
Female
523
Married
2
Master's
null
null
Suburban
Basic
2
13
643
7
2024-08-15 15:21:39.237118
Good
Yes
Daily
Condo
823
1,062
36
Male
186
Single
2
Master's
Unemployed
30.089164
Urban
Premium
0
14
467
8
2022-06-17 15:21:39.244069
Good
No
Weekly
Condo
1,151
1,063
49
Male
43,820
Single
2
Master's
Unemployed
46.064897
Suburban
Premium
0
19
549
9
2021-05-08 15:21:39.149731
null
Yes
Monthly
Apartment
462
1,064
56
Female
10,551
Single
4
Bachelor's
Unemployed
31.540549
Rural
Comprehensive
1
18
632
1
2021-03-21 15:21:39.134960
Good
No
Monthly
House
1,629
1,065
64
Female
12,881
Married
null
PhD
Unemployed
36.899061
Urban
Premium
0
11
626
6
2020-11-26 15:21:39.092127
Poor
No
Weekly
Apartment
1,034
1,066
58
Female
29,892
null
3
Master's
Unemployed
13.287897
Rural
Premium
null
3
593
2
2021-11-16 15:21:39.245086
Poor
Yes
Weekly
House
944
1,067
35
Female
51,165
Divorced
4
High School
Unemployed
11.813556
Suburban
Premium
1
9
null
5
2019-10-02 15:21:39.259788
Poor
No
Rarely
House
298
1,068
49
Female
4,326
Divorced
0
Bachelor's
null
8.127524
Rural
Premium
1
11
731
9
2019-10-14 15:21:39.134960
Average
No
Monthly
Condo
1,230
1,069
50
Male
113,317
Single
4
Master's
Self-Employed
30.374798
Rural
Premium
1
19
372
6
2022-10-02 15:21:39.087123
Average
No
Monthly
Apartment
832
1,070
59
Female
29,350
Divorced
1
Master's
Unemployed
14.640917
Urban
Comprehensive
null
16
454
7
2024-05-16 15:21:39.289099
Good
No
Rarely
Condo
437
1,071
35
Female
43,949
Married
4
Master's
Self-Employed
17.95966
Rural
Premium
1
8
null
6
2024-07-23 15:21:39.134960
Poor
No
Monthly
Apartment
933
1,072
64
Female
49,361
Married
3
High School
Self-Employed
25.037651
Rural
Comprehensive
0
9
410
2
2022-01-26 15:21:39.233998
Good
No
Daily
Condo
2,975
1,073
43
Female
10,821
Married
3
Bachelor's
Employed
50.95969
Rural
Basic
0
4
788
7
2020-02-28 15:21:39.237118
Poor
No
Rarely
Condo
541
1,074
46
Female
17,285
Single
2
Bachelor's
Employed
28.566003
Urban
Basic
null
16
710
9
2023-02-07 15:21:39.182597
Poor
No
Weekly
House
1,032
1,075
38
Male
24,226
Married
1
Bachelor's
Self-Employed
34.638446
Urban
Basic
2
3
596
8
2024-07-11 15:21:39.192212
Poor
Yes
Weekly
Apartment
1,784
1,076
52
Male
26,904
Single
2
High School
null
33.812987
Urban
Basic
null
9
null
9
2023-04-06 15:21:39.134960
Poor
Yes
Weekly
Apartment
627
1,077
36
Female
null
Divorced
4
Master's
Employed
null
Urban
Basic
1
4
310
4
2024-01-11 15:21:39.208842
Poor
Yes
Daily
Apartment
2,513
1,078
35
Male
3,852
Single
4
Master's
Self-Employed
38.081797
Suburban
Premium
0
6
482
5
2019-11-10 15:21:39.278402
null
Yes
Daily
Condo
2,840
1,079
43
Male
2,695
Married
2
Bachelor's
null
null
Urban
Comprehensive
0
9
761
9
2023-12-10 15:21:39.169102
null
Yes
Monthly
Apartment
1,168
1,080
57
Female
37,389
Married
3
Bachelor's
Self-Employed
38.937494
Suburban
Premium
1
17
583
4
2022-11-25 15:21:39.237118
Poor
No
Monthly
House
846
1,081
32
Male
6,939
Married
3
Bachelor's
Employed
19.924644
Urban
Comprehensive
1
14
746
9
2023-07-16 15:21:39.089116
Poor
No
Weekly
House
1,625
1,082
54
Male
13,271
Married
null
PhD
Unemployed
13.40336
Urban
Basic
null
6
786
7
2022-01-08 15:21:39.237118
Poor
No
Rarely
Apartment
3,271
1,083
48
Male
50,477
Single
0
High School
Employed
14.246444
Rural
Comprehensive
0
11
318
7
2023-03-05 15:21:39.154008
Poor
No
Rarely
Apartment
1,132
1,084
44
Male
103,959
Married
2
Bachelor's
Employed
25.551434
Suburban
Premium
1
0
772
9
2020-07-22 15:21:39.219432
Average
Yes
Weekly
Condo
57
1,085
18
Female
2,498
Married
null
Master's
null
17.829136
Urban
Basic
2
10
null
1
2022-06-01 15:21:39.253660
Good
Yes
Daily
Apartment
1,211
1,086
53
Male
114,226
Married
null
PhD
Employed
34.854372
Urban
Basic
null
8
397
8
2019-12-07 15:21:39.079128
Average
No
Weekly
House
76
1,087
41
Female
16,073
Married
3
PhD
Employed
46.099056
Rural
Basic
null
18
626
9
2020-07-23 15:21:39.132191
Average
No
Daily
Apartment
1,168
1,088
23
Male
52,357
Divorced
1
Master's
Employed
23.583665
Rural
Basic
null
0
476
7
2020-04-25 15:21:39.231531
Poor
Yes
Monthly
Condo
27
1,089
30
Male
73,481
Married
4
Master's
null
null
Urban
Premium
null
6
684
3
2024-07-14 15:21:39.152732
Good
No
Monthly
House
39
1,090
47
Male
7,073
Single
0
Master's
null
null
Urban
Premium
0
16
632
4
2020-08-18 15:21:39.134960
Poor
No
Daily
Apartment
933
1,091
42
Female
35,067
Divorced
null
Bachelor's
Self-Employed
26.733636
Rural
Comprehensive
3
3
null
6
2024-01-01 15:21:39.102694
Average
Yes
Daily
House
400
1,092
47
Female
44,100
Divorced
3
High School
Employed
23.391809
Urban
Basic
0
4
476
1
2021-07-28 15:21:39.194829
Average
Yes
Monthly
House
934
1,093
28
Male
35,910
Divorced
1
Master's
Self-Employed
23.390002
Rural
Basic
null
5
732
2
2021-01-27 15:21:39.155231
Good
No
Daily
House
537
1,094
38
Female
16,284
Divorced
4
High School
Employed
15.689714
Rural
Basic
0
19
756
2
2020-11-23 15:21:39.191219
Average
No
Daily
House
2,221
1,095
18
Female
45,900
Divorced
2
Bachelor's
Self-Employed
44.452698
Urban
Comprehensive
null
4
787
9
2024-05-05 15:21:39.214388
Poor
Yes
Rarely
Apartment
1,328
1,096
61
Male
35,330
Divorced
3
Bachelor's
Self-Employed
27.398944
Rural
Basic
3
8
672
3
2023-07-04 15:21:39.248098
Average
Yes
Monthly
House
479
1,097
49
Male
469
Married
null
Bachelor's
Employed
5.331066
Suburban
Basic
null
16
791
9
2019-09-25 15:21:39.253660
Poor
Yes
Rarely
House
198
1,098
26
Male
45,252
Divorced
4
Master's
Employed
34.37387
Suburban
Premium
1
10
515
9
2021-02-21 15:21:39.155231
Poor
No
Rarely
Condo
659
1,099
55
Female
35,318
Single
3
PhD
null
27.957452
Suburban
Comprehensive
2
15
839
9
2024-02-19 15:21:39.176717
Poor
No
Monthly
Condo
1,729