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
54,600
60
Female
5,194
Married
3
High School
Employed
9.937419
Suburban
Basic
1
7
702
2
2020-11-03 15:21:39.205850
Poor
Yes
Weekly
Condo
452
54,601
32
Female
40,485
Divorced
2
Bachelor's
null
37.76929
Urban
Basic
null
2
468
2
2023-05-30 15:21:39.134960
Good
No
Monthly
Condo
2,045
54,602
60
Female
29,894
Married
0
Master's
null
7.455785
Suburban
Premium
null
13
613
1
2023-08-21 15:21:39.091080
Good
No
Rarely
House
536
54,603
54
Female
20,564
Married
4
High School
Unemployed
11.30273
Rural
Comprehensive
0
19
null
4
2021-11-17 15:21:39.202448
Average
No
Rarely
Condo
390
54,604
33
Male
23,991
Single
3
High School
Unemployed
12.2518
Rural
Basic
1
16
586
1
2023-01-27 15:21:39.091080
Good
Yes
Rarely
Apartment
966
54,605
33
Female
35,070
Divorced
1
High School
Unemployed
22.05015
Urban
Basic
0
3
556
2
2020-12-28 15:21:39.092127
null
No
Rarely
Condo
430
54,606
43
Female
9,404
Divorced
2
Bachelor's
null
28.145867
Urban
Premium
null
14
335
9
2023-03-13 15:21:39.097737
Average
Yes
Monthly
House
1,346
54,607
48
Female
18,993
Single
3
High School
Unemployed
9.944311
Urban
Basic
0
18
477
4
2020-10-03 15:21:39.132191
Average
Yes
Monthly
Apartment
1,086
54,608
23
Male
40,540
Married
2
Master's
Unemployed
31.754719
Suburban
Comprehensive
2
4
831
8
2021-07-27 15:21:39.237118
Poor
No
Rarely
Apartment
2,520
54,609
33
Female
2,865
Single
0
Master's
Self-Employed
20.150197
Urban
Comprehensive
1
1
433
9
2021-08-14 15:21:39.172097
Poor
No
Weekly
Condo
692
54,610
40
Female
30,224
Divorced
1
Bachelor's
null
12.564308
Rural
Comprehensive
3
3
758
5
2019-12-31 15:21:39.083497
Average
No
Monthly
Condo
1,347
54,611
null
Female
43,475
Married
4
Master's
Self-Employed
13.858454
Suburban
Comprehensive
1
14
583
8
2022-02-07 15:21:39.259788
Good
Yes
Rarely
House
519
54,612
40
Male
10,166
Married
1
High School
null
11.157087
Suburban
Basic
null
9
558
6
2019-11-24 15:21:39.100695
Good
Yes
Rarely
Apartment
719
54,613
31
Male
6,923
Single
1
Bachelor's
null
17.914863
Suburban
Basic
null
17
null
6
2023-06-15 15:21:39.097737
Poor
Yes
Daily
Apartment
812
54,614
18
Female
11,020
Married
1
High School
Unemployed
28.181606
Rural
Premium
0
14
578
6
2021-09-22 15:21:39.231531
Average
Yes
Monthly
House
1,218
54,615
39
Female
17,561
Married
1
PhD
Employed
24.564707
Rural
Premium
1
19
632
7
2022-06-08 15:21:39.257696
Average
No
Rarely
House
2,094
54,616
31
Male
122,499
Divorced
2
Bachelor's
Employed
41.12178
Urban
Comprehensive
1
8
363
4
2020-03-28 15:21:39.205850
Poor
No
Rarely
Condo
543
54,617
41
Male
36,697
Single
1
PhD
Employed
26.766404
Urban
Comprehensive
null
15
null
5
2020-02-28 15:21:39.254678
Average
Yes
Weekly
Apartment
366
54,618
41
Male
13,982
Divorced
null
Master's
Unemployed
32.15363
Urban
Basic
0
15
548
3
2019-12-11 15:21:39.185215
Average
Yes
Daily
Apartment
509
54,619
29
Male
110,128
null
2
PhD
null
31.812196
Suburban
Basic
3
16
571
8
2021-01-15 15:21:39.278402
Poor
Yes
Rarely
Apartment
1,525
54,620
18
Male
20,994
Divorced
3
PhD
Employed
51.957242
Rural
Premium
1
17
817
3
2021-06-16 15:21:39.116179
Poor
No
Monthly
House
931
54,621
20
Male
25,204
Single
null
Bachelor's
null
20.08422
Suburban
Basic
null
12
667
9
2021-12-28 15:21:39.144722
Poor
Yes
Weekly
Condo
495
54,622
null
Male
8,900
null
3
Master's
null
10.16798
Suburban
Basic
1
4
571
9
2023-01-28 15:21:39.267454
Average
Yes
Weekly
Condo
4,642
54,623
46
Female
25,211
Married
4
Master's
Employed
22.126839
Suburban
Basic
1
11
403
4
2022-06-24 15:21:39.194829
Poor
No
Weekly
House
673
54,624
34
Male
35,122
Married
4
PhD
null
22.766192
Rural
Basic
null
9
null
1
2022-01-02 15:21:39.223901
Poor
No
Daily
Apartment
1,728
54,625
41
Male
5,925
Divorced
null
High School
null
9.749412
Urban
Premium
null
14
627
1
2023-06-25 15:21:39.134960
Good
No
Daily
House
510
54,626
47
Male
131,887
Married
1
Bachelor's
Employed
16.354479
Rural
Comprehensive
2
17
692
6
2022-01-08 15:21:39.237118
null
Yes
Weekly
Apartment
1,269
54,627
23
Female
3,142
Married
0
Master's
Self-Employed
41.906223
Urban
Comprehensive
null
16
743
1
2020-10-20 15:21:39.259788
Poor
Yes
Rarely
Apartment
1,829
54,628
21
Male
29,097
Single
4
PhD
Self-Employed
33.898147
Urban
Comprehensive
0
15
545
5
2022-01-29 15:21:39.155231
Poor
Yes
Rarely
Condo
946
54,629
63
Male
38,316
Married
2
Bachelor's
Employed
8.652378
Urban
Premium
null
2
null
8
2023-12-24 15:21:39.187211
Poor
Yes
Monthly
Apartment
30
54,630
56
Female
79,920
Divorced
0
High School
Unemployed
34.099082
Urban
Premium
null
0
323
1
2022-04-10 15:21:39.170099
Average
Yes
Monthly
Condo
536
54,631
55
Male
71,203
null
1
High School
Employed
22.137918
Rural
Basic
1
14
485
7
2024-07-14 15:21:39.096739
Good
No
Weekly
Condo
1,377
54,632
57
Female
13,783
Divorced
2
Master's
Unemployed
20.274637
Suburban
Premium
0
3
318
2
2020-01-29 15:21:39.119168
Good
Yes
Monthly
Apartment
1,172
54,633
25
Female
29,453
Married
null
Bachelor's
Self-Employed
17.095229
Suburban
Premium
null
15
617
9
2023-03-31 15:21:39.155231
Average
No
Daily
Apartment
2,256
54,634
36
Female
56,514
Divorced
4
PhD
Unemployed
34.05669
Rural
Comprehensive
2
7
503
7
2023-03-16 15:21:39.210805
Poor
Yes
Daily
Condo
236
54,635
38
Female
25,310
Single
4
High School
null
16.251581
Urban
Basic
0
6
829
1
2021-08-21 15:21:39.273973
Good
Yes
Daily
Condo
706
54,636
63
Female
38,662
Single
2
Master's
Unemployed
7.564006
Rural
Comprehensive
1
15
441
9
2023-01-24 15:21:39.235012
Good
Yes
Weekly
House
2,658
54,637
56
Female
1,305
Married
4
Bachelor's
Employed
46.0168
Rural
Premium
2
1
704
1
2023-05-22 15:21:39.250151
Poor
No
Monthly
House
2,009
54,638
27
Female
7,426
Single
4
Master's
Self-Employed
25.974159
Suburban
Basic
null
9
676
6
2024-01-17 15:21:39.230483
Average
Yes
Monthly
Condo
686
54,639
38
Male
1,610
Single
4
Master's
Employed
null
Suburban
Comprehensive
null
5
null
2
2020-01-05 15:21:39.216387
Average
No
Monthly
Condo
690
54,640
33
Male
4,907
Divorced
0
PhD
Employed
26.985973
Suburban
Comprehensive
1
13
785
2
2022-12-31 15:21:39.223901
Poor
Yes
Monthly
Apartment
411
54,641
37
Female
10,013
Single
0
Bachelor's
null
41.99287
Rural
Basic
0
19
null
8
2023-04-30 15:21:39.097737
Poor
Yes
Weekly
House
1,827
54,642
63
Female
37,996
Married
4
PhD
Employed
14.266538
Suburban
Comprehensive
0
2
753
6
2020-08-10 15:21:39.283783
Average
No
Rarely
Condo
966
54,643
21
Female
6,974
Married
4
High School
null
31.680197
Urban
Basic
1
18
489
7
2023-11-24 15:21:39.155231
Good
Yes
Rarely
Apartment
846
54,644
21
Male
41,565
Divorced
0
Master's
Employed
15.646691
Suburban
Basic
1
15
522
9
2020-02-11 15:21:39.185215
Good
Yes
Rarely
Condo
876
54,645
20
Female
118,916
Single
0
PhD
null
28.613626
Rural
Premium
null
10
389
7
2023-03-01 15:21:39.155231
Average
Yes
Weekly
Condo
1,886
54,646
62
Female
9,823
Single
3
Master's
Unemployed
26.71077
Rural
Premium
0
15
786
7
2020-08-04 15:21:39.123711
Average
Yes
Rarely
House
2,058
54,647
28
Female
17,663
Married
2
PhD
Unemployed
14.569609
Suburban
Premium
1
1
718
1
2022-06-27 15:21:39.191219
Poor
No
Rarely
Condo
2,585
54,648
63
Male
92,444
Single
1
Bachelor's
Unemployed
35.948738
Urban
Basic
null
15
806
2
2023-03-31 15:21:39.146733
Average
Yes
Monthly
Condo
228
54,649
51
Male
471
Single
1
PhD
null
11.696041
Rural
Premium
2
5
785
9
2023-12-28 15:21:39.111551
Poor
No
Weekly
Apartment
1,101
54,650
51
Female
17,095
Single
4
Master's
null
39.161417
Urban
Comprehensive
0
0
633
7
2021-06-15 15:21:39.219432
Good
Yes
Rarely
Apartment
468
54,651
63
Female
14,961
Single
3
Master's
Self-Employed
16.079461
Rural
Basic
0
9
634
1
2022-08-09 15:21:39.290098
Good
No
Weekly
Apartment
1,281
54,652
47
Male
61,540
Divorced
0
Master's
Employed
14.494878
Suburban
Premium
1
12
359
7
2023-05-16 15:21:39.111551
Average
Yes
Weekly
Apartment
1,419
54,653
35
Male
55,733
Single
1
Bachelor's
null
51.15139
Rural
Comprehensive
null
6
null
8
2019-08-22 15:21:39.115178
Average
No
Daily
Condo
428
54,654
52
Male
null
Married
3
Master's
null
20.874139
Suburban
Premium
null
1
366
2
2021-03-24 15:21:39.289099
Average
Yes
Weekly
Condo
934
54,655
28
Male
41,008
Divorced
4
Master's
null
29.341808
Urban
Premium
0
7
null
8
2022-01-16 15:21:39.253660
Poor
No
Weekly
Condo
2,824
54,656
40
Female
10,881
Married
3
PhD
Self-Employed
17.739684
Urban
Premium
2
11
626
9
2022-05-26 15:21:39.134960
Average
Yes
Rarely
House
1,207
54,657
54
Female
44,673
Single
3
PhD
null
41.858108
Rural
Basic
1
9
726
9
2022-02-10 15:21:39.078837
Good
No
Weekly
House
644
54,658
34
Female
42,579
Divorced
4
Bachelor's
Employed
21.716738
Rural
Basic
0
11
713
8
2021-09-15 15:21:39.085129
Good
Yes
Monthly
Apartment
445
54,659
41
Female
28,408
Married
null
Bachelor's
Employed
14.87923
Suburban
Comprehensive
3
2
353
6
2020-06-08 15:21:39.126661
Average
Yes
Monthly
Condo
1,180
54,660
55
Female
14,982
Single
null
Bachelor's
Self-Employed
33.148319
Urban
Premium
null
17
833
2
2019-10-15 15:21:39.155231
Average
Yes
Daily
House
688
54,661
38
Male
45,976
Divorced
3
Bachelor's
null
14.457078
Suburban
Comprehensive
1
8
null
1
2023-08-29 15:21:39.208842
Poor
Yes
Daily
House
1,219
54,662
20
Male
12,673
Married
1
PhD
Self-Employed
22.351445
Urban
Basic
null
18
377
4
2022-09-22 15:21:39.134960
null
No
Weekly
Condo
615
54,663
47
Female
28,198
Divorced
4
Master's
Unemployed
16.819165
Rural
Premium
null
14
756
9
2022-05-16 15:21:39.082499
Poor
No
Monthly
Apartment
643
54,664
37
Male
2,965
Single
1
High School
Employed
46.527014
Urban
Premium
1
10
474
7
2022-10-13 15:21:39.194829
Good
Yes
Monthly
Condo
2,567
54,665
43
Male
53,943
Married
1
Master's
Self-Employed
20.170532
Rural
Basic
1
10
755
6
2023-07-09 15:21:39.095696
null
Yes
Weekly
House
2,872
54,666
37
Male
3,118
Single
1
PhD
null
21.249569
Urban
Comprehensive
null
15
394
2
2023-12-22 15:21:39.207847
Average
Yes
Monthly
Apartment
150
54,667
32
Female
7,094
Single
null
Master's
Unemployed
null
Urban
Premium
1
6
819
3
2024-07-19 15:21:39.134960
Poor
No
Daily
Condo
30
54,668
54
Female
117,063
Divorced
0
PhD
null
14.796771
Rural
Comprehensive
3
10
529
3
2020-07-01 15:21:39.131192
Poor
No
Monthly
Apartment
2,630
54,669
62
Male
77,832
Divorced
4
Master's
Self-Employed
29.473194
Suburban
Basic
0
11
475
8
2023-08-17 15:21:39.079128
Poor
No
Monthly
Condo
209
54,670
27
Female
12,289
Divorced
2
PhD
Self-Employed
36.945758
Rural
Premium
0
14
790
2
2022-07-03 15:21:39.121169
Poor
Yes
Rarely
Apartment
1,647
54,671
62
Male
18,389
Single
null
Bachelor's
Unemployed
28.391768
Urban
Basic
1
7
537
3
2023-11-16 15:21:39.185215
Poor
No
Weekly
Apartment
1,602
54,672
24
Male
76,980
Married
1
Bachelor's
Self-Employed
22.579741
Rural
Basic
1
9
474
1
2023-07-15 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,693
54,673
47
Male
16,761
Divorced
1
PhD
null
30.957477
Suburban
Basic
1
0
791
9
2021-06-25 15:21:39.155231
Poor
Yes
Rarely
Apartment
910
54,674
50
Female
16,309
Divorced
null
PhD
Unemployed
24.039736
Urban
Basic
2
1
506
7
2021-03-09 15:21:39.212862
Good
Yes
Rarely
Apartment
48
54,675
53
Female
5,544
Divorced
null
Bachelor's
Unemployed
32.067888
Rural
Premium
1
11
578
2
2022-05-15 15:21:39.237118
Good
Yes
Daily
Apartment
871
54,676
52
Male
14,879
Married
0
PhD
Employed
34.836245
Urban
Premium
0
10
824
6
2023-12-14 15:21:39.134960
Poor
Yes
Daily
House
693
54,677
43
Female
24,706
Single
3
Master's
null
27.779839
Urban
Comprehensive
1
13
773
6
2020-02-06 15:21:39.134960
Poor
No
Monthly
Apartment
1,434
54,678
42
Female
70,725
Divorced
1
Master's
Unemployed
30.818194
Suburban
Basic
0
18
439
9
2023-09-09 15:21:39.172097
Average
Yes
Weekly
Condo
1,194
54,679
22
Male
30,282
Married
1
Bachelor's
Employed
36.644084
Rural
Premium
null
9
588
2
2021-10-31 15:21:39.237118
Poor
Yes
Monthly
House
1,251
54,680
null
Female
137,798
Divorced
2
PhD
Unemployed
45.455423
Rural
Basic
0
11
357
2
2019-11-27 15:21:39.286113
Average
Yes
Daily
Apartment
1,472
54,681
36
Male
25,554
Single
0
High School
Unemployed
21.318826
Urban
Comprehensive
3
5
572
1
2019-08-28 15:21:39.134960
Poor
Yes
Rarely
House
1,056
54,682
60
Female
16,347
Divorced
1
PhD
null
41.671276
Rural
Basic
0
19
418
8
2020-11-26 15:21:39.289099
Poor
Yes
Monthly
Condo
1,866
54,683
59
Male
2,637
Single
0
Master's
null
22.386811
Suburban
Premium
0
15
371
9
2022-03-25 15:21:39.192212
Good
Yes
Rarely
Condo
250
54,684
59
Male
5,952
Single
1
Master's
null
6.172879
Suburban
Basic
3
5
609
3
2022-04-10 15:21:39.164044
Poor
Yes
Weekly
House
1,040
54,685
28
Male
16,696
Single
null
Master's
Self-Employed
44.502528
Suburban
Premium
2
15
816
1
2021-11-08 15:21:39.080184
Good
Yes
Rarely
Condo
2,320
54,686
26
Male
24,984
Married
1
High School
null
18.014564
Rural
Comprehensive
1
15
739
2
2019-11-08 15:21:39.134960
Poor
No
Rarely
Apartment
1,230
54,687
36
Male
926
Married
1
PhD
Unemployed
47.12588
Suburban
Premium
2
16
371
1
2021-11-01 15:21:39.192212
Poor
Yes
Monthly
House
596
54,688
49
Female
61,804
Divorced
2
Bachelor's
Unemployed
null
Urban
Basic
null
4
662
8
2024-05-15 15:21:39.175719
Good
No
Monthly
Apartment
2,296
54,689
35
Male
37,188
Married
0
High School
null
25.586627
Suburban
Comprehensive
null
19
710
7
2021-04-25 15:21:39.260856
Average
No
Rarely
House
622
54,690
37
Male
38,119
Married
0
Master's
null
15.284092
Rural
Premium
1
12
412
6
2019-08-28 15:21:39.096739
Average
Yes
Rarely
Apartment
819
54,691
64
Female
48,704
Single
0
Bachelor's
null
30.835732
Urban
Basic
2
13
622
9
2022-12-20 15:21:39.218388
Average
No
Daily
Apartment
26
54,692
31
Male
775
Married
4
High School
null
29.922345
Rural
Basic
1
11
361
5
2022-06-26 15:21:39.251142
Average
Yes
Weekly
House
1,854
54,693
58
Male
20,495
Single
4
PhD
null
25.991209
Rural
Premium
0
12
677
1
2020-05-12 15:21:39.108562
Good
Yes
Daily
Apartment
513
54,694
52
Female
10,347
Married
2
Bachelor's
null
41.554848
Urban
Basic
0
12
388
6
2024-07-20 15:21:39.187211
Poor
Yes
Rarely
Apartment
438
54,695
27
Male
17,086
Married
1
High School
Unemployed
22.988315
Suburban
Basic
2
7
688
3
2021-03-12 15:21:39.134960
Average
Yes
Rarely
House
1,574
54,696
21
Male
2,557
Single
3
Master's
null
43.848367
Urban
Premium
1
3
493
6
2023-05-04 15:21:39.175719
Poor
No
Rarely
House
130
54,697
55
Female
3,955
Married
1
PhD
Employed
null
Urban
Premium
0
6
690
8
2023-10-02 15:21:39.224915
Average
Yes
Monthly
Condo
928
54,698
35
Male
8,175
Single
4
Master's
null
42.223372
Suburban
Premium
2
19
663
6
2022-01-23 15:21:39.155231
Poor
No
Weekly
House
836
54,699
18
Male
577
Divorced
null
Bachelor's
null
19.099621
Rural
Premium
1
15
661
2
2019-09-01 15:21:39.237118
Good
No
Monthly
Apartment
573