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
1,175,000
37
Female
14,891
Single
2
Master's
null
46.634245
Suburban
Comprehensive
1
14
788
2
2023-12-09 15:21:39.147735
Average
No
Monthly
Apartment
642
1,175,001
46
Male
54,432
Divorced
2
Master's
Unemployed
26.852154
Urban
Basic
null
19
334
2
2020-05-17 15:21:39.208842
Average
No
Monthly
House
1,471
1,175,002
48
Female
39,460
Divorced
1
Master's
null
43.52833
Rural
Premium
0
12
541
4
2022-03-19 15:21:39.148733
Poor
Yes
Daily
Apartment
623
1,175,003
43
Male
24,100
Divorced
1
Master's
Self-Employed
34.233384
Urban
Comprehensive
0
16
759
6
2023-11-24 15:21:39.236064
Poor
No
Monthly
Condo
710
1,175,004
29
Male
9,897
Divorced
null
High School
Employed
13.749187
Suburban
Premium
0
4
433
7
2021-12-27 15:21:39.213373
Average
No
Monthly
House
783
1,175,005
44
Male
78,406
Married
0
High School
Employed
7.003894
Rural
Comprehensive
null
15
null
2
2023-11-19 15:21:39.258696
Good
No
Rarely
Condo
236
1,175,006
38
Male
739
Single
1
Master's
Employed
45.867688
Urban
Comprehensive
null
2
491
3
2022-03-18 15:21:39.090124
Average
Yes
Monthly
House
567
1,175,007
45
Female
35,240
Divorced
4
PhD
Employed
19.917084
Suburban
Basic
0
0
657
8
2024-03-29 15:21:39.177724
Poor
Yes
Weekly
House
703
1,175,008
35
Male
12,253
Married
null
High School
Unemployed
34.988251
Suburban
Basic
0
10
716
9
2019-09-25 15:21:39.253660
Good
No
Daily
Condo
427
1,175,009
29
Female
142,290
Married
4
High School
null
null
Urban
Premium
1
8
644
4
2023-12-10 15:21:39.192212
Average
No
Monthly
Condo
168
1,175,010
53
Female
2,824
Single
null
High School
Unemployed
33.288927
Rural
Premium
0
12
709
5
2021-05-06 15:21:39.155231
Poor
No
Monthly
Apartment
1,856
1,175,011
23
Female
16,096
Divorced
2
Bachelor's
Self-Employed
30.704876
Rural
Comprehensive
0
17
637
7
2023-09-04 15:21:39.221386
Average
No
Monthly
Condo
735
1,175,012
52
Female
4,827
Single
2
Bachelor's
Unemployed
20.981407
Rural
Basic
3
13
827
8
2020-04-22 15:21:39.172097
Good
No
Monthly
Apartment
3,675
1,175,013
39
Female
6,825
Married
0
High School
Unemployed
48.052057
Rural
Premium
0
12
737
3
2021-07-25 15:21:39.100695
Poor
No
Weekly
Apartment
350
1,175,014
32
Female
52,550
Single
4
Bachelor's
Unemployed
35.846452
Suburban
Comprehensive
1
2
709
1
2024-05-09 15:21:39.097737
null
Yes
Rarely
Condo
292
1,175,015
41
Male
14,961
Divorced
0
High School
Self-Employed
24.965362
Rural
Basic
1
4
447
8
2021-03-12 15:21:39.125660
Average
Yes
Weekly
House
919
1,175,016
36
Female
92,353
Divorced
null
Master's
Self-Employed
40.886766
Urban
Basic
2
16
621
8
2020-10-08 15:21:39.093681
Average
No
Weekly
House
2,452
1,175,017
32
Male
20,962
Divorced
0
High School
Unemployed
18.647327
Urban
Comprehensive
1
10
582
5
2020-05-31 15:21:39.237118
Poor
No
Monthly
Apartment
1,189
1,175,018
53
Male
3,999
Single
0
PhD
null
16.314967
Urban
Comprehensive
2
19
652
2
2024-07-03 15:21:39.109552
Average
Yes
Weekly
House
467
1,175,019
22
Male
54,394
Married
3
Master's
Unemployed
22.798564
Rural
Basic
1
10
508
3
2019-08-24 15:21:39.212862
Poor
Yes
Rarely
Condo
27
1,175,020
29
Female
5,821
Single
2
PhD
Unemployed
15.997933
Suburban
Comprehensive
0
14
669
5
2020-10-28 15:21:39.133866
Poor
Yes
Weekly
Apartment
4,740
1,175,021
50
Male
44,954
Divorced
1
PhD
Self-Employed
23.459328
Urban
Basic
1
12
471
8
2022-09-21 15:21:39.187211
Average
Yes
Daily
Apartment
632
1,175,022
29
Male
22,868
Divorced
1
Master's
null
26.34963
Suburban
Premium
2
13
300
6
2024-03-14 15:21:39.134960
Average
Yes
Weekly
Condo
854
1,175,023
40
Female
16,245
Single
1
High School
null
43.66444
Rural
Comprehensive
null
7
704
1
2021-07-27 15:21:39.259788
Average
No
Monthly
House
3,531
1,175,024
52
Female
16,625
Married
1
PhD
Self-Employed
12.56723
Rural
Premium
1
12
351
2
2023-11-18 15:21:39.172097
Good
Yes
Rarely
Condo
4,655
1,175,025
37
Female
37,458
Married
4
PhD
Self-Employed
15.411621
Urban
Premium
0
3
null
1
2021-10-31 15:21:39.279729
Good
Yes
Monthly
Condo
2,289
1,175,026
55
Female
4,900
Single
1
PhD
Unemployed
30.162674
Urban
Premium
0
13
478
6
2022-06-22 15:21:39.273973
Average
No
Daily
Apartment
661
1,175,027
37
Female
58,835
Single
3
Master's
Employed
30.751675
Rural
Basic
null
3
509
8
2023-05-21 15:21:39.134960
Poor
No
Rarely
House
1,979
1,175,028
18
Male
61,392
Married
null
Master's
null
51.918787
Urban
Premium
2
17
641
3
2020-09-23 15:21:39.237118
Average
Yes
Rarely
House
589
1,175,029
52
Male
1,833
Married
2
High School
Self-Employed
14.14062
Suburban
Comprehensive
null
1
473
7
2021-11-23 15:21:39.134960
Average
No
Daily
Condo
675
1,175,030
59
Female
24,881
Married
1
Master's
Employed
30.079292
Urban
Basic
null
10
null
4
2021-07-03 15:21:39.237118
Good
No
Monthly
Apartment
903
1,175,031
19
Female
8,063
Single
2
Bachelor's
Self-Employed
10.097487
Rural
Premium
0
7
746
4
2024-06-12 15:21:39.125660
Average
Yes
Monthly
House
597
1,175,032
53
Female
1,187
Single
2
PhD
Employed
19.274061
Rural
Comprehensive
2
16
644
9
2023-10-08 15:21:39.219432
Good
Yes
Daily
Apartment
392
1,175,033
30
Female
9,054
Married
4
Bachelor's
Employed
25.791946
Rural
Comprehensive
null
6
null
7
2021-04-20 15:21:39.155231
Poor
Yes
Weekly
Apartment
834
1,175,034
63
Female
20,429
Married
0
PhD
null
null
Suburban
Premium
2
17
704
8
2020-09-14 15:21:39.143708
Average
No
Daily
Condo
1,696
1,175,035
38
Male
43,907
Divorced
null
PhD
Employed
14.420036
Urban
Comprehensive
0
3
547
3
2023-07-02 15:21:39.108562
Good
Yes
Weekly
Condo
790
1,175,036
63
Female
45,660
Divorced
2
High School
Employed
7.185736
Rural
Basic
1
16
622
3
2020-12-31 15:21:39.155231
Good
No
Daily
Condo
783
1,175,037
41
Male
6,820
null
4
Bachelor's
Self-Employed
31.394211
Rural
Comprehensive
3
0
614
2
2019-11-29 15:21:39.089116
Average
No
Weekly
Condo
944
1,175,038
41
Female
18,093
Married
4
Master's
Self-Employed
45.099876
Urban
Premium
null
12
null
7
2020-04-16 15:21:39.079128
Poor
Yes
Monthly
Condo
857
1,175,039
61
Female
5,516
Single
null
Master's
null
50.816308
Rural
Comprehensive
3
18
805
6
2019-10-18 15:21:39.128286
Poor
No
Monthly
House
1,103
1,175,040
38
Male
16,582
Married
1
High School
Self-Employed
16.419326
Suburban
Comprehensive
0
13
553
9
2021-11-06 15:21:39.130190
Poor
No
Monthly
Condo
615
1,175,041
48
Male
10,125
Married
2
High School
Employed
14.099869
Rural
Basic
null
11
null
2
2023-03-17 15:21:39.237118
Good
No
Monthly
Apartment
621
1,175,042
50
Male
43,740
Single
3
High School
null
41.342778
Urban
Basic
null
9
803
6
2024-07-16 15:21:39.134960
Average
No
Monthly
House
652
1,175,043
56
Female
113,974
Single
3
Master's
Employed
42.315711
Rural
Premium
null
18
509
3
2024-05-04 15:21:39.081504
Poor
No
Weekly
House
2,929
1,175,044
27
Female
51,430
Single
4
Master's
null
17.066329
Rural
Premium
0
3
641
7
2020-06-17 15:21:39.119168
Poor
Yes
Rarely
Apartment
365
1,175,045
33
Female
1,851
Divorced
1
PhD
Self-Employed
47.582812
Rural
Comprehensive
null
16
313
9
2021-08-12 15:21:39.134960
Good
Yes
Daily
Apartment
224
1,175,046
62
Female
87,146
Single
2
PhD
Self-Employed
16.827258
Suburban
Basic
1
10
653
6
2021-10-21 15:21:39.180553
Good
Yes
Weekly
Apartment
303
1,175,047
44
Male
74,422
Married
1
Master's
null
20.527085
Rural
Basic
null
17
456
1
2021-09-23 15:21:39.188220
Average
Yes
Rarely
House
119
1,175,048
47
Female
120,414
Divorced
3
Master's
Self-Employed
34.591207
Suburban
Basic
null
9
790
1
2022-11-20 15:21:39.257696
Average
Yes
Monthly
House
297
1,175,049
41
Male
18,561
Divorced
0
Bachelor's
Employed
6.935245
Suburban
Basic
0
15
556
1
2022-04-04 15:21:39.236064
null
Yes
Daily
Apartment
1,404
1,175,050
61
Male
26,545
Divorced
2
High School
Self-Employed
17.679217
Rural
Premium
null
11
494
8
2022-07-13 15:21:39.224915
Poor
Yes
Weekly
Apartment
494
1,175,051
46
Female
43,970
Married
2
PhD
null
27.935999
Urban
Premium
0
17
null
4
2022-09-28 15:21:39.220389
Good
Yes
Monthly
Apartment
2,041
1,175,052
35
Male
837
Married
1
Bachelor's
Self-Employed
26.142657
Rural
Basic
1
15
721
2
2021-09-28 15:21:39.202448
Good
Yes
Rarely
Condo
158
1,175,053
57
Female
706
Married
1
PhD
Self-Employed
17.872241
Suburban
Premium
null
7
586
4
2020-05-31 15:21:39.086123
Good
Yes
Rarely
House
177
1,175,054
53
Female
20,236
Single
1
PhD
Unemployed
28.059833
Rural
Basic
1
7
707
1
2021-06-11 15:21:39.204790
Poor
Yes
Monthly
Condo
678
1,175,055
19
Female
126,721
Married
3
Master's
Self-Employed
47.898225
Suburban
Comprehensive
null
19
308
8
2020-08-06 15:21:39.259788
Average
Yes
Monthly
Condo
213
1,175,056
null
Female
5,818
Married
1
Master's
Unemployed
47.898225
Suburban
Basic
null
0
441
5
2022-03-08 15:21:39.134960
Average
Yes
Rarely
House
1,156
1,175,057
31
Female
4,227
Divorced
1
PhD
Employed
28.242351
Rural
Basic
2
4
408
5
2022-07-22 15:21:39.122134
Poor
Yes
Daily
Apartment
2,459
1,175,058
22
Male
23,706
Divorced
3
High School
Employed
24.667792
Suburban
Premium
1
2
786
8
2020-08-04 15:21:39.167099
Average
No
Rarely
Apartment
939
1,175,059
25
Male
18,391
Single
null
Master's
null
21.865666
Urban
Premium
0
8
746
3
2020-10-28 15:21:39.187211
Good
No
Rarely
Apartment
1,639
1,175,060
21
Female
13,894
Married
4
High School
Self-Employed
7.40253
Suburban
Comprehensive
null
19
513
7
2021-03-22 15:21:39.092127
Good
Yes
Rarely
House
1,806
1,175,061
33
Male
17,131
Single
0
High School
Self-Employed
39.648908
Suburban
Basic
1
15
812
2
2021-05-17 15:21:39.172097
Poor
No
Monthly
Apartment
829
1,175,062
54
Female
14,861
Married
0
PhD
Unemployed
20.137714
Suburban
Basic
0
16
432
9
2020-03-25 15:21:39.186212
Poor
Yes
Monthly
Apartment
1,724
1,175,063
24
Male
2,859
Married
3
Master's
Unemployed
18.369464
Suburban
Comprehensive
null
7
null
1
2022-03-22 15:21:39.276901
Average
No
Rarely
House
2,731
1,175,064
56
Female
43,989
Divorced
1
Master's
Employed
16.448913
Rural
Premium
1
5
581
8
2020-02-17 15:21:39.150730
Poor
No
Daily
Apartment
1,763
1,175,065
47
Female
907
Single
null
Bachelor's
null
35.82361
Rural
Comprehensive
0
1
null
9
2020-08-04 15:21:39.185215
Average
Yes
Weekly
Apartment
23
1,175,066
26
Male
115,895
Divorced
4
PhD
null
14.908651
Rural
Comprehensive
0
17
null
6
2023-09-20 15:21:39.177724
Average
No
Rarely
Apartment
227
1,175,067
41
Female
27,241
Single
2
High School
Unemployed
9.496538
Urban
Basic
0
11
788
4
2023-12-03 15:21:39.102694
Poor
No
Daily
Apartment
2,836
1,175,068
40
Male
50,919
Married
2
Master's
null
14.835674
Rural
Premium
2
3
538
1
2022-06-23 15:21:39.174719
Good
Yes
Weekly
House
2,225
1,175,069
61
Female
622
Single
0
Master's
null
10.098636
Rural
Comprehensive
null
4
657
9
2023-04-04 15:21:39.155231
Good
Yes
Monthly
House
2,771
1,175,070
41
Male
66,543
Single
2
PhD
Unemployed
11.322612
Urban
Premium
2
14
821
3
2019-12-10 15:21:39.274993
Poor
Yes
Monthly
Condo
24
1,175,071
52
Female
14,077
Single
2
Bachelor's
Employed
39.018932
Rural
Premium
null
18
791
6
2021-10-29 15:21:39.155231
Average
Yes
Daily
Condo
946
1,175,072
63
Female
2,420
Married
3
High School
Self-Employed
34.791651
Suburban
Basic
1
0
483
1
2019-11-20 15:21:39.261856
Good
Yes
Monthly
House
2,387
1,175,073
39
Male
138,841
Married
2
Bachelor's
Unemployed
37.075058
Rural
Basic
2
3
722
9
2020-04-11 15:21:39.134960
Poor
No
Weekly
House
27
1,175,074
51
Male
1,465
Single
3
Bachelor's
Self-Employed
48.081555
Rural
Comprehensive
1
7
722
8
2021-03-11 15:21:39.126661
Poor
Yes
Daily
Apartment
3,413
1,175,075
57
Male
44,774
Single
3
Master's
Unemployed
17.873118
Urban
Basic
1
19
824
7
2022-02-04 15:21:39.191219
Poor
No
Monthly
House
662
1,175,076
24
Male
12,085
Married
2
Bachelor's
null
32.640916
Suburban
Basic
1
8
733
9
2024-03-18 15:21:39.081504
null
No
Daily
House
1,206
1,175,077
34
Male
null
Single
1
High School
Employed
26.890013
Urban
Premium
1
18
307
6
2024-04-07 15:21:39.273973
Average
No
Weekly
House
1,066
1,175,078
43
Male
26,296
Single
2
Bachelor's
null
42.922108
Rural
Basic
2
5
492
3
2020-02-27 15:21:39.188220
Good
No
Daily
Apartment
362
1,175,079
45
Male
61,437
Single
2
Bachelor's
Unemployed
null
Urban
Basic
0
18
739
6
2020-09-13 15:21:39.246098
Poor
No
Weekly
House
2,180
1,175,080
45
Male
20,489
Married
0
PhD
Employed
21.242894
Suburban
Comprehensive
null
19
693
4
2020-08-08 15:21:39.245086
Good
No
Daily
Condo
431
1,175,081
53
Female
54,764
Married
1
PhD
Self-Employed
41.146446
Suburban
Premium
null
19
657
5
2022-04-11 15:21:39.134960
Poor
No
Monthly
Condo
259
1,175,082
59
Female
27,981
Divorced
2
Bachelor's
Self-Employed
46.010527
Rural
Comprehensive
2
16
313
2
2021-08-22 15:21:39.125660
Average
No
Daily
House
628
1,175,083
29
Female
20,695
Married
null
PhD
null
45.604876
Urban
Premium
3
11
null
4
2020-06-21 15:21:39.134960
Good
No
Rarely
Condo
40
1,175,084
26
Male
30,663
Single
2
PhD
Unemployed
26.527805
Urban
Basic
null
11
834
2
2023-03-26 15:21:39.155231
Average
Yes
Rarely
Condo
715
1,175,085
52
Male
1,592
Divorced
2
PhD
Employed
42.490214
Suburban
Basic
null
5
307
1
2022-07-03 15:21:39.219432
Average
Yes
Daily
Condo
943
1,175,086
62
Male
32,317
Married
0
PhD
Employed
38.90795
Suburban
Premium
0
19
725
5
2021-05-03 15:21:39.179186
Good
Yes
Monthly
House
793
1,175,087
33
Male
43,826
Single
1
Bachelor's
Employed
12.819837
Suburban
Comprehensive
null
13
846
1
2022-03-21 15:21:39.172097
Average
Yes
Weekly
Apartment
884
1,175,088
38
Female
12,009
Divorced
1
Master's
Unemployed
13.137714
Rural
Basic
null
6
687
2
2022-08-04 15:21:39.155231
Average
No
Weekly
House
1,690
1,175,089
28
Male
129,800
Single
0
High School
Unemployed
23.045469
Suburban
Basic
0
8
537
8
2020-03-04 15:21:39.149731
Average
No
Daily
House
324
1,175,090
59
Female
92,742
Married
3
Master's
null
28.897883
Suburban
Premium
null
1
437
3
2021-06-25 15:21:39.098696
Good
Yes
Rarely
House
583
1,175,091
29
Male
35,244
Married
4
Bachelor's
null
22.612451
Rural
Premium
1
13
518
4
2021-03-21 15:21:39.281787
Average
No
Daily
Apartment
26
1,175,092
58
Female
108,263
Married
0
PhD
null
4.514418
Suburban
Basic
0
13
453
6
2023-11-19 15:21:39.278402
Average
No
Monthly
Apartment
4,620
1,175,093
31
Female
3,045
Divorced
1
Master's
Unemployed
43.918322
Urban
Premium
1
3
674
3
2022-04-09 15:21:39.226954
null
No
Weekly
House
722
1,175,094
63
Male
1,030
Married
3
Master's
Unemployed
12.798922
Suburban
Basic
1
4
470
5
2022-08-31 15:21:39.287115
Poor
No
Monthly
House
1,003
1,175,095
43
Male
null
Divorced
4
High School
Employed
39.077345
Urban
Comprehensive
null
10
765
5
2023-07-22 15:21:39.264504
Average
Yes
Weekly
Apartment
130
1,175,096
62
Female
545
Divorced
3
High School
null
15.716009
Rural
Premium
0
19
500
3
2023-12-14 15:21:39.130190
Good
Yes
Daily
Apartment
1,069
1,175,097
42
Female
21,874
Married
2
Bachelor's
Self-Employed
37.706504
Rural
Basic
1
13
485
5
2024-04-08 15:21:39.263607
Good
Yes
Monthly
Condo
1,004
1,175,098
43
Female
14,052
Single
2
High School
Self-Employed
18.987417
Urban
Premium
null
16
727
6
2021-02-27 15:21:39.123711
Average
Yes
Weekly
Condo
504
1,175,099
58
Male
50,727
Married
3
Master's
Self-Employed
30.828379
Suburban
Basic
1
19
412
5
2023-05-02 15:21:39.105504
Average
No
Rarely
Apartment
226