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
39,600
58
Male
10,114
Married
0
Bachelor's
null
44.355425
Urban
Basic
1
7
null
7
2021-09-12 15:21:39.208842
Good
Yes
Daily
House
1,487
39,601
28
Male
121,414
Divorced
2
Bachelor's
Unemployed
49.038389
Urban
Premium
null
13
null
6
2019-11-22 15:21:39.134960
Average
No
Weekly
House
76
39,602
28
Female
24,678
Divorced
2
Master's
Self-Employed
20.075048
Suburban
Premium
1
10
662
4
2023-08-10 15:21:39.155231
Poor
No
Weekly
Condo
989
39,603
32
Female
15,963
Married
null
Master's
Self-Employed
21.749209
Rural
Comprehensive
1
14
772
3
2019-11-14 15:21:39.289099
Poor
No
Weekly
Apartment
765
39,604
44
Male
23,305
Divorced
0
Bachelor's
Unemployed
5.636177
Suburban
Premium
null
8
null
8
2021-07-20 15:21:39.107553
Good
Yes
Monthly
House
1,878
39,605
62
Female
80,983
Single
1
Bachelor's
null
21.705096
Suburban
Premium
null
11
null
8
2022-12-26 15:21:39.102694
Good
Yes
Monthly
House
101
39,606
30
Male
43,944
Divorced
1
PhD
Employed
18.835271
Rural
Basic
1
18
496
9
2020-10-15 15:21:39.237118
Poor
No
Rarely
Apartment
685
39,607
41
Male
15,876
Single
null
PhD
Self-Employed
24.639316
Rural
Premium
2
4
833
4
2023-10-15 15:21:39.083497
Poor
No
Daily
House
158
39,608
64
Male
2,778
Single
2
Master's
Employed
39.320423
Suburban
Comprehensive
0
17
502
3
2024-05-20 15:21:39.081504
Poor
Yes
Weekly
Apartment
1,403
39,609
29
Male
5,548
Divorced
4
High School
Unemployed
13.819148
Rural
Comprehensive
1
3
688
7
2021-03-01 15:21:39.093681
Poor
No
Rarely
Condo
906
39,610
26
Male
39,425
Married
4
Bachelor's
null
15.067708
Suburban
Basic
1
0
531
8
2023-06-18 15:21:39.171102
Poor
Yes
Rarely
Condo
463
39,611
57
Female
32,796
Divorced
0
High School
Self-Employed
19.580172
Suburban
Comprehensive
0
0
527
5
2023-07-26 15:21:39.091080
Good
Yes
Rarely
Condo
270
39,612
63
Female
44,691
Single
3
Bachelor's
null
24.527876
Suburban
Premium
4
7
null
4
2024-03-27 15:21:39.266452
Good
No
Rarely
Condo
1,605
39,613
29
Female
30,862
Married
0
PhD
Unemployed
40.356467
Urban
Comprehensive
1
13
793
6
2021-08-13 15:21:39.134960
Poor
No
Rarely
Apartment
539
39,614
41
Female
1,807
Single
1
Master's
null
14.076929
Rural
Premium
2
16
517
7
2024-06-27 15:21:39.155231
Good
No
Daily
House
1,058
39,615
54
Male
74,585
Single
3
Bachelor's
null
9.976382
Rural
Comprehensive
null
10
444
6
2022-07-24 15:21:39.176717
Average
Yes
Monthly
House
855
39,616
63
Female
140,852
Divorced
0
Master's
Employed
23.734147
Urban
Basic
1
9
430
3
2020-04-29 15:21:39.250151
Good
No
Weekly
Apartment
867
39,617
47
Female
71,591
Married
0
High School
null
33.992716
Urban
Premium
1
5
400
2
2021-04-12 15:21:39.134960
Good
Yes
Daily
House
1,312
39,618
49
Female
3,655
Married
2
High School
null
21.858743
Urban
Basic
null
10
null
9
2023-02-27 15:21:39.274993
Good
No
Weekly
Apartment
4,060
39,619
44
Male
58,748
Married
1
Bachelor's
null
7.096374
Suburban
Comprehensive
0
3
324
5
2023-06-01 15:21:39.155061
Poor
No
Weekly
Condo
1,827
39,620
49
Male
43,516
null
1
Master's
Unemployed
32.715518
Suburban
Premium
0
3
661
8
2021-07-24 15:21:39.247098
Good
Yes
Daily
Condo
1,121
39,621
20
Female
66,939
Single
2
PhD
Unemployed
11.166633
Urban
Comprehensive
3
11
679
1
2023-05-21 15:21:39.088124
Good
No
Daily
Condo
2,063
39,622
37
Male
44,224
Divorced
4
High School
Employed
null
Urban
Comprehensive
2
7
637
4
2022-05-15 15:21:39.228521
Good
No
Rarely
House
1,492
39,623
57
Female
56,545
Divorced
2
Bachelor's
Self-Employed
48.456364
Rural
Comprehensive
null
6
376
4
2021-10-09 15:21:39.167099
Good
No
Weekly
Apartment
684
39,624
60
Male
16,155
Single
0
PhD
Employed
40.879378
Urban
Premium
0
3
684
2
2022-11-28 15:21:39.252145
Good
Yes
Weekly
House
3,080
39,625
18
Male
801
Married
0
Bachelor's
null
16.814103
Urban
Premium
0
0
null
1
2021-01-05 15:21:39.216387
Good
Yes
Weekly
Condo
380
39,626
31
Female
128,812
Single
1
Master's
null
26.934708
Urban
Comprehensive
0
1
439
9
2023-04-08 15:21:39.255696
Poor
No
Daily
Condo
1,196
39,627
64
Male
null
Divorced
1
High School
Employed
12.951326
Suburban
Comprehensive
null
6
373
8
2024-01-21 15:21:39.249100
null
Yes
Daily
Condo
1,086
39,628
34
Female
20,583
Divorced
1
High School
null
13.917655
Suburban
Premium
null
14
315
7
2024-07-02 15:21:39.112553
Average
Yes
Daily
Apartment
627
39,629
25
Female
9,273
Divorced
4
High School
Self-Employed
12.826485
Rural
Premium
2
5
327
5
2020-04-09 15:21:39.084065
Average
No
Weekly
House
783
39,630
38
Male
1,267
Divorced
4
Master's
Self-Employed
28.359848
Rural
Premium
2
17
824
3
2024-05-29 15:21:39.202448
Poor
No
Rarely
Apartment
1,674
39,631
57
Female
44,393
Married
4
High School
Self-Employed
26.380185
Urban
Comprehensive
0
14
611
6
2020-09-11 15:21:39.205850
Good
Yes
Weekly
House
692
39,632
60
Male
142,269
Married
0
PhD
null
null
Rural
Comprehensive
0
6
641
7
2022-05-17 15:21:39.096739
Average
No
Weekly
House
3,858
39,633
29
Female
45,266
Single
1
High School
Unemployed
24.181696
Rural
Comprehensive
0
3
null
7
2020-03-06 15:21:39.122134
Average
Yes
Rarely
House
860
39,634
19
Female
5,046
Married
2
PhD
null
13.07165
Suburban
Comprehensive
1
12
781
7
2020-07-23 15:21:39.202448
Good
Yes
Daily
House
1,810
39,635
58
Male
null
Married
2
High School
null
49.738226
Urban
Basic
1
19
762
5
2019-12-12 15:21:39.187211
Good
Yes
Monthly
Apartment
2,155
39,636
50
Female
45,680
Married
1
High School
Unemployed
12.724407
Urban
Premium
1
19
null
6
2021-03-26 15:21:39.274993
Average
No
Rarely
Apartment
686
39,637
62
Female
34,708
Married
1
Bachelor's
Employed
34.737971
Rural
Basic
null
16
719
9
2021-02-27 15:21:39.244069
Average
No
Daily
Condo
1,630
39,638
41
Male
16,053
Single
3
High School
Self-Employed
20.814168
Suburban
Premium
0
9
766
9
2020-09-14 15:21:39.097737
Good
Yes
Rarely
House
1,054
39,639
48
Male
29,112
Divorced
null
High School
null
19.788924
Rural
Comprehensive
2
9
540
4
2021-01-30 15:21:39.167099
Poor
Yes
Weekly
Condo
2,092
39,640
36
Male
18,378
Single
3
Bachelor's
Employed
42.526716
Rural
Comprehensive
1
4
690
7
2020-03-20 15:21:39.121169
Poor
No
Daily
Apartment
45
39,641
51
Male
23,142
Single
4
Master's
null
null
Urban
Comprehensive
3
9
578
4
2021-03-28 15:21:39.252145
Average
Yes
Monthly
Condo
646
39,642
54
Female
20,652
Divorced
2
Bachelor's
null
13.684004
Rural
Premium
0
18
826
2
2020-06-29 15:21:39.172097
Good
No
Rarely
Condo
1,165
39,643
45
Male
12,005
Divorced
4
Master's
Employed
18.869709
Urban
Comprehensive
0
15
842
1
2023-06-27 15:21:39.091080
Good
Yes
Weekly
Apartment
1,560
39,644
45
Male
44,691
Single
2
High School
null
38.049721
Rural
Premium
0
6
711
4
2023-08-26 15:21:39.169102
Average
No
Daily
House
741
39,645
57
Male
16,011
Married
2
High School
Employed
18.163927
Suburban
Basic
1
0
629
1
2021-10-22 15:21:39.181605
Poor
No
Weekly
Condo
1,238
39,646
45
Male
35,455
Single
null
Master's
null
35.985909
Suburban
Comprehensive
2
2
759
6
2021-12-07 15:21:39.255696
Poor
No
Weekly
Condo
438
39,647
54
Female
90,917
Divorced
3
Master's
Self-Employed
3.816693
Suburban
Comprehensive
1
10
319
4
2021-09-08 15:21:39.244069
Poor
Yes
Weekly
House
379
39,648
59
Male
30,450
null
2
Master's
Employed
8.570937
Rural
Comprehensive
2
11
836
9
2022-08-04 15:21:39.170099
Poor
No
Daily
Condo
2,102
39,649
50
Male
48,266
Divorced
1
High School
Unemployed
10.359832
Suburban
Comprehensive
1
12
433
7
2022-09-24 15:21:39.193945
Good
Yes
Rarely
Condo
459
39,650
33
Male
26,667
Single
2
PhD
null
12.801681
Rural
Comprehensive
2
15
391
4
2019-11-19 15:21:39.237118
Poor
No
Daily
House
912
39,651
30
Female
61,934
Married
4
PhD
Unemployed
36.389839
Suburban
Comprehensive
2
18
547
6
2021-03-31 15:21:39.129190
Poor
Yes
Monthly
House
2,238
39,652
37
Female
22,804
Single
2
Master's
Unemployed
24.088218
Rural
Premium
0
13
472
8
2020-12-25 15:21:39.180553
null
Yes
Weekly
House
2,199
39,653
49
Male
7,881
Married
2
PhD
Self-Employed
26.64844
Suburban
Basic
2
6
null
7
2020-04-03 15:21:39.146733
null
No
Monthly
House
1,499
39,654
56
Female
7,091
Single
null
High School
Self-Employed
13.678063
Suburban
Premium
0
19
741
5
2023-07-23 15:21:39.288099
Average
No
Rarely
Apartment
1,534
39,655
59
Male
5,849
null
3
PhD
Employed
44.426946
Suburban
Comprehensive
1
19
531
5
2023-11-20 15:21:39.134960
Average
Yes
Rarely
Apartment
2,681
39,656
54
Male
5,881
Married
4
Master's
null
null
Urban
Comprehensive
null
4
587
5
2024-05-19 15:21:39.134960
Poor
Yes
Monthly
Apartment
813
39,657
49
Male
93,570
Single
3
PhD
null
21.068353
Suburban
Comprehensive
0
3
301
3
2019-10-12 15:21:39.172097
Average
Yes
Weekly
Condo
446
39,658
31
Female
101,836
Married
3
High School
Unemployed
18.870955
Rural
Basic
1
14
455
1
2023-06-24 15:21:39.151732
Poor
No
Monthly
House
742
39,659
59
Female
18,113
Single
1
PhD
null
17.769393
Suburban
Comprehensive
null
4
619
9
2019-09-24 15:21:39.208842
Good
Yes
Rarely
Apartment
1,371
39,660
55
Male
4,541
Single
4
Bachelor's
null
6.497376
Rural
Comprehensive
null
15
427
5
2021-09-12 15:21:39.134960
Poor
No
Daily
Condo
543
39,661
59
Female
144,978
Married
1
Bachelor's
null
43.566869
Urban
Premium
2
10
405
6
2022-06-25 15:21:39.172097
Poor
Yes
Rarely
Apartment
39
39,662
27
Male
12,961
Single
null
High School
Self-Employed
17.791919
Suburban
Premium
null
14
846
2
2021-04-18 15:21:39.188220
Average
Yes
Monthly
House
647
39,663
26
Female
3,849
Married
0
Bachelor's
Self-Employed
25.651164
Suburban
Basic
2
16
711
2
2023-03-31 15:21:39.249100
Poor
Yes
Weekly
House
459
39,664
62
Male
null
Married
4
Bachelor's
Unemployed
null
Urban
Premium
3
5
775
3
2021-08-26 15:21:39.134960
Good
No
Monthly
Condo
788
39,665
null
Male
15,284
Married
2
Master's
Employed
34.837505
Urban
Premium
1
19
355
9
2021-03-24 15:21:39.155231
Poor
Yes
Daily
Condo
2,326
39,666
18
Male
43,781
Divorced
3
High School
Self-Employed
21.936793
Suburban
Premium
1
6
742
5
2021-12-19 15:21:39.080440
Poor
Yes
Monthly
Condo
596
39,667
29
Female
39,082
Married
0
Bachelor's
Employed
34.433613
Rural
Comprehensive
1
15
819
1
2024-04-14 15:21:39.134960
null
No
Monthly
Condo
39
39,668
37
Male
35,651
Married
2
PhD
null
18.838658
Rural
Basic
0
19
473
8
2022-01-08 15:21:39.172097
Average
Yes
Rarely
Apartment
345
39,669
41
Female
136,731
Divorced
null
Bachelor's
Employed
49.813672
Suburban
Premium
2
6
844
4
2020-07-01 15:21:39.180553
null
No
Monthly
House
3,086
39,670
28
Female
35,999
Married
1
Bachelor's
Self-Employed
7.185878
Suburban
Premium
1
8
495
3
2023-12-11 15:21:39.150730
null
No
Daily
Condo
277
39,671
40
Male
56,722
Married
3
Master's
Unemployed
20.59312
Rural
Comprehensive
null
17
366
5
2023-11-08 15:21:39.114118
Average
No
Rarely
Condo
3,007
39,672
19
Female
25,175
Divorced
0
PhD
null
20.791363
Rural
Comprehensive
2
18
664
1
2021-06-06 15:21:39.102694
null
Yes
Rarely
Apartment
803
39,673
25
Female
17,183
Married
1
Bachelor's
Self-Employed
24.766979
Urban
Basic
0
18
794
5
2022-05-25 15:21:39.132191
Poor
Yes
Monthly
Condo
984
39,674
44
Female
5,978
Married
0
Bachelor's
Employed
36.791019
Rural
Premium
2
4
491
9
2022-03-23 15:21:39.211806
Poor
Yes
Monthly
House
576
39,675
28
Male
86,672
Married
4
Master's
null
31.63941
Urban
Premium
2
7
658
7
2024-01-21 15:21:39.265513
Good
Yes
Weekly
Apartment
2,249
39,676
48
Female
44,630
Married
1
Bachelor's
Employed
17.876006
Suburban
Premium
1
11
null
8
2024-01-13 15:21:39.290098
Good
No
Rarely
House
1,162
39,677
33
Female
55,416
Divorced
3
Master's
Unemployed
15.80632
Urban
Basic
0
11
518
2
2021-07-29 15:21:39.097737
Average
Yes
Weekly
House
402
39,678
22
Female
28,783
Divorced
4
PhD
null
null
Suburban
Basic
1
9
829
9
2021-04-05 15:21:39.134960
Poor
Yes
Monthly
Apartment
535
39,679
55
Male
8,960
Single
1
PhD
null
42.763188
Urban
Basic
2
11
661
9
2022-11-19 15:21:39.207847
Good
Yes
Daily
Apartment
1,173
39,680
32
Female
3,401
Divorced
3
Master's
null
26.802888
Rural
Comprehensive
1
0
721
7
2023-08-05 15:21:39.191219
Good
Yes
Daily
Apartment
195
39,681
53
Female
51,716
Single
3
High School
null
4.184436
Rural
Premium
null
16
437
2
2019-09-06 15:21:39.155231
Poor
Yes
Daily
House
2,737
39,682
23
Male
58,911
Divorced
1
Master's
null
18.863496
Urban
Premium
null
2
542
1
2020-08-21 15:21:39.182597
Average
No
Weekly
Apartment
323
39,683
40
Female
44,143
Married
0
Master's
Employed
49.175795
Urban
Premium
null
9
685
8
2022-03-17 15:21:39.118178
Poor
No
Rarely
House
24
39,684
22
Female
14,878
Single
2
Bachelor's
null
31.813803
Urban
Premium
null
12
null
9
2024-02-22 15:21:39.248098
Average
No
Weekly
Condo
98
39,685
61
Female
28,862
Divorced
4
Master's
null
24.796951
Rural
Comprehensive
1
10
565
2
2022-12-12 15:21:39.155231
Poor
Yes
Daily
Condo
1,253
39,686
35
Male
29,071
Married
3
Master's
Self-Employed
23.619905
Urban
Premium
2
6
null
7
2024-02-05 15:21:39.170099
Good
Yes
Daily
House
567
39,687
62
Female
15,284
Divorced
null
PhD
null
null
Suburban
Comprehensive
0
7
604
9
2022-05-24 15:21:39.202448
Poor
No
Monthly
House
1,260
39,688
null
Male
36,222
Single
2
High School
Employed
24.892215
Rural
Comprehensive
0
6
507
5
2021-08-23 15:21:39.263607
null
Yes
Weekly
Condo
2,113
39,689
64
Male
16,078
Divorced
4
PhD
Employed
28.173927
Suburban
Premium
1
6
674
1
2021-08-07 15:21:39.079128
Good
No
Weekly
Apartment
1,431
39,690
29
Male
2,393
Married
0
Bachelor's
Employed
9.917935
Suburban
Comprehensive
4
11
579
6
2024-05-12 15:21:39.134960
Poor
Yes
Weekly
House
831
39,691
60
Female
11,064
Divorced
3
Master's
Self-Employed
25.814793
Rural
Premium
null
13
677
6
2021-04-07 15:21:39.194829
null
Yes
Weekly
Apartment
1,106
39,692
62
Male
56,925
Divorced
2
Bachelor's
Self-Employed
46.690891
Urban
Premium
1
5
403
3
2024-01-23 15:21:39.261856
null
No
Monthly
Condo
846
39,693
22
Male
75,848
Divorced
1
Master's
Employed
7.717572
Urban
Comprehensive
null
18
844
2
2019-09-15 15:21:39.264504
Average
Yes
Monthly
Apartment
2,524
39,694
31
Male
34,734
Married
4
Master's
Self-Employed
34.904368
Suburban
Comprehensive
null
13
636
4
2019-10-24 15:21:39.176717
Good
Yes
Weekly
House
437
39,695
32
Female
4,743
Single
4
PhD
null
null
Rural
Comprehensive
1
0
null
7
2019-12-21 15:21:39.237118
Average
Yes
Daily
House
45
39,696
64
Male
2,580
Single
4
Master's
Employed
21.592456
Suburban
Basic
3
16
751
2
2021-05-05 15:21:39.130190
Average
Yes
Weekly
House
3,810
39,697
34
Male
16,095
Divorced
4
High School
null
23.029767
Urban
Basic
1
12
null
9
2022-11-14 15:21:39.148733
Poor
Yes
Weekly
House
1,073
39,698
null
Male
null
Single
3
High School
null
4.489892
Urban
Premium
null
5
702
5
2023-02-06 15:21:39.108562
Good
No
Weekly
House
384
39,699
29
Male
null
Divorced
2
Bachelor's
Unemployed
17.948318
Suburban
Premium
0
17
725
2
2021-07-29 15:21:39.134960
Good
No
Weekly
House
142