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
1,195,600
49
Male
3,490
Married
4
PhD
null
29.5275
Rural
Comprehensive
3
14
533
9
2023-09-22 15:21:39.283783
Good
No
Monthly
House
706
1,195,601
57
Male
20,646
Married
4
High School
Employed
20.148948
Rural
Premium
null
1
727
4
2019-11-28 15:21:39.115178
Average
Yes
Weekly
Apartment
484
1,195,602
56
Male
667
Single
2
Bachelor's
null
30.934652
Rural
Basic
null
0
671
2
2020-08-08 15:21:39.254678
Poor
No
Weekly
Condo
28
1,195,603
37
Male
39,644
Married
0
PhD
Self-Employed
7.067196
Urban
Premium
2
19
613
1
2023-10-21 15:21:39.198406
Poor
No
Monthly
Condo
463
1,195,604
58
Female
69,283
Married
3
High School
null
52.520469
Suburban
Basic
null
17
569
5
2024-01-20 15:21:39.112553
Good
Yes
Rarely
House
857
1,195,605
49
Female
17,086
Married
1
Bachelor's
Employed
49.311411
Suburban
Comprehensive
1
14
654
6
2024-03-25 15:21:39.134960
Good
Yes
Daily
Condo
1,838
1,195,606
19
Female
25,103
Single
3
Master's
Self-Employed
18.983146
Urban
Premium
1
2
782
3
2021-06-29 15:21:39.167099
Good
Yes
Weekly
Apartment
489
1,195,607
27
Female
2,312
Single
3
High School
Employed
20.703068
Rural
Premium
1
17
518
5
2024-08-06 15:21:39.134960
Good
No
Daily
House
131
1,195,608
61
Male
83,796
Married
1
Bachelor's
Unemployed
37.83516
Urban
Basic
0
16
625
1
2020-11-29 15:21:39.145732
Poor
No
Monthly
House
311
1,195,609
38
Male
3,851
Single
3
High School
Unemployed
45.442439
Rural
Basic
null
11
497
4
2021-03-25 15:21:39.155231
Average
No
Weekly
Condo
1,421
1,195,610
27
Female
18,414
Divorced
4
High School
null
13.94376
Urban
Comprehensive
0
6
null
8
2023-07-31 15:21:39.256696
Average
No
Weekly
Condo
184
1,195,611
51
Female
44,946
Single
1
High School
Self-Employed
7.82217
Suburban
Comprehensive
3
12
327
7
2021-05-31 15:21:39.254678
Average
No
Rarely
Condo
901
1,195,612
57
Female
129,803
Single
4
Bachelor's
Unemployed
31.385039
Urban
Comprehensive
null
12
349
6
2020-10-04 15:21:39.252145
Good
No
Monthly
House
1,098
1,195,613
33
Male
27,981
Divorced
3
PhD
Self-Employed
4.551075
Rural
Comprehensive
0
9
773
5
2022-01-15 15:21:39.278402
Average
No
Daily
House
1,191
1,195,614
38
Female
11,791
Married
0
High School
null
13.836784
Urban
Basic
0
17
515
2
2023-07-17 15:21:39.155231
Good
No
Daily
House
881
1,195,615
55
Female
8,511
Divorced
2
Master's
null
8.633472
Urban
Premium
1
12
769
2
2020-10-28 15:21:39.167099
Average
No
Rarely
House
474
1,195,616
60
Male
18,171
Single
3
Master's
null
33.883426
Suburban
Comprehensive
1
16
682
6
2021-08-22 15:21:39.128286
Average
Yes
Rarely
Apartment
1,035
1,195,617
49
Male
44,566
Divorced
0
Master's
Unemployed
20.474502
Suburban
Basic
null
1
443
6
2023-01-12 15:21:39.155231
Average
Yes
Weekly
Condo
121
1,195,618
38
Male
74,951
Divorced
2
Master's
Self-Employed
28.764265
Rural
Premium
0
19
431
6
2020-01-17 15:21:39.081504
Good
Yes
Daily
House
564
1,195,619
31
Female
43,934
Divorced
4
PhD
Employed
28.827496
Urban
Comprehensive
null
17
721
3
2020-08-04 15:21:39.132191
Average
Yes
Rarely
Condo
657
1,195,620
61
Male
78,526
Single
null
High School
Self-Employed
29.819018
Suburban
Premium
0
5
521
3
2019-11-07 15:21:39.221386
Good
No
Rarely
House
3,361
1,195,621
33
Male
24,562
Married
1
PhD
Unemployed
33.248722
Urban
Comprehensive
null
1
null
3
2024-04-30 15:21:39.219432
Average
Yes
Monthly
House
1,256
1,195,622
48
Male
20,994
Single
3
Master's
Employed
22.924942
Rural
Premium
null
8
614
8
2021-04-21 15:21:39.155231
Good
No
Rarely
House
1,091
1,195,623
49
Female
138,914
Divorced
3
High School
Self-Employed
49.098694
Urban
Comprehensive
1
17
320
9
2023-07-23 15:21:39.143708
Poor
No
Rarely
House
999
1,195,624
36
Female
39,547
Single
1
Master's
null
30.60507
Urban
Premium
null
12
685
4
2023-06-24 15:21:39.221386
Good
Yes
Monthly
House
20
1,195,625
46
Male
958
Single
2
High School
Self-Employed
33.992276
Suburban
Basic
1
15
824
5
2023-02-20 15:21:39.190215
Average
No
Daily
Condo
2,553
1,195,626
19
Female
1,169
Single
0
High School
Self-Employed
47.455922
Rural
Premium
null
11
441
2
2022-01-05 15:21:39.283783
Poor
No
Weekly
Condo
564
1,195,627
null
Female
4,088
Divorced
null
High School
Unemployed
null
Urban
Premium
0
10
null
4
2023-07-01 15:21:39.155231
Average
Yes
Daily
Condo
2,068
1,195,628
56
Female
26,396
Married
0
High School
null
null
Rural
Comprehensive
1
3
591
1
2020-01-05 15:21:39.155231
Good
Yes
Rarely
Apartment
2,144
1,195,629
24
Male
49,084
Divorced
0
Bachelor's
null
39.062432
Urban
Premium
null
1
732
1
2020-10-21 15:21:39.130190
Average
No
Weekly
Condo
284
1,195,630
42
Female
23,513
Married
3
Bachelor's
Unemployed
39.908229
Suburban
Basic
1
19
599
3
2022-05-09 15:21:39.286113
Good
No
Monthly
Apartment
2,144
1,195,631
18
Male
16,888
Single
0
Bachelor's
Employed
23.757461
Urban
Comprehensive
0
4
null
9
2021-02-16 15:21:39.134960
Poor
Yes
Weekly
Condo
496
1,195,632
48
Female
103,543
Married
1
Master's
Employed
17.723722
Rural
Comprehensive
null
15
null
7
2020-02-03 15:21:39.174719
Good
No
Monthly
Apartment
381
1,195,633
32
Male
17,492
Divorced
1
Master's
Unemployed
25.824474
Suburban
Comprehensive
null
17
503
1
2022-09-10 15:21:39.134960
Poor
Yes
Daily
Apartment
698
1,195,634
46
Male
1,150
Single
4
High School
Employed
36.936016
Urban
Premium
null
6
662
3
2021-06-17 15:21:39.147735
Poor
No
Rarely
Apartment
2,353
1,195,635
28
Female
11,847
Single
3
High School
null
26.567219
Urban
Basic
null
3
null
1
2021-08-30 15:21:39.267454
Average
No
Rarely
Apartment
472
1,195,636
58
Male
12,489
Divorced
2
Master's
Self-Employed
4.716374
Suburban
Basic
2
12
807
2
2024-05-12 15:21:39.256696
Good
No
Weekly
House
704
1,195,637
55
Male
85,592
Single
1
PhD
Self-Employed
32.553976
Suburban
Premium
null
11
679
8
2022-08-21 15:21:39.274993
null
Yes
Daily
Condo
111
1,195,638
48
Female
36,069
Married
null
Master's
Self-Employed
7.869057
Urban
Comprehensive
null
7
null
5
2019-10-23 15:21:39.231531
Poor
No
Weekly
House
2,446
1,195,639
63
Female
16,051
Married
4
PhD
null
33.12385
Suburban
Comprehensive
0
18
819
6
2020-01-16 15:21:39.226954
Poor
No
Monthly
House
25
1,195,640
37
Male
10,075
Married
1
High School
Self-Employed
14.308328
Rural
Comprehensive
null
17
769
4
2022-08-24 15:21:39.237118
Good
No
Monthly
House
470
1,195,641
21
Female
71,488
Single
3
High School
Self-Employed
30.988854
Suburban
Premium
2
1
554
4
2022-07-26 15:21:39.237118
Poor
No
Rarely
Condo
2,424
1,195,642
51
Male
61,542
Single
4
Master's
null
21.847288
Rural
Comprehensive
0
1
669
1
2023-10-30 15:21:39.274993
Good
Yes
Monthly
Condo
95
1,195,643
55
Female
17,286
Married
4
Bachelor's
null
23.751078
Suburban
Premium
null
4
443
4
2021-10-19 15:21:39.108562
Poor
Yes
Rarely
Condo
49
1,195,644
45
Male
5,926
Divorced
1
PhD
Self-Employed
34.45116
Rural
Premium
0
10
478
8
2022-03-20 15:21:39.265513
Poor
Yes
Monthly
House
486
1,195,645
33
Male
35,200
Divorced
0
Master's
Unemployed
11.811542
Urban
Premium
0
15
586
2
2021-02-21 15:21:39.237118
Average
Yes
Monthly
Condo
964
1,195,646
19
Female
26,681
Divorced
0
Master's
Unemployed
27.181383
Urban
Premium
2
7
769
8
2022-02-08 15:21:39.226954
Average
No
Weekly
Apartment
4,973
1,195,647
27
Male
2,690
Divorced
0
PhD
null
12.445545
Rural
Premium
3
10
841
5
2020-08-12 15:21:39.155231
Poor
No
Weekly
House
827
1,195,648
18
Male
14,054
Married
4
High School
null
43.924553
Rural
Premium
null
5
593
6
2022-11-12 15:21:39.134960
Good
Yes
Monthly
Condo
813
1,195,649
48
Male
7,991
Divorced
1
PhD
Employed
43.890279
Urban
Comprehensive
1
6
761
4
2021-10-18 15:21:39.187211
Poor
No
Weekly
Condo
587
1,195,650
59
Male
14,808
Married
4
High School
null
null
Suburban
Premium
null
0
686
9
2019-10-29 15:21:39.170099
Poor
No
Weekly
House
991
1,195,651
64
Male
104,754
Single
0
PhD
Self-Employed
15.867192
Rural
Premium
0
14
573
7
2021-04-30 15:21:39.183598
Good
No
Weekly
Condo
252
1,195,652
48
Male
6,097
Single
0
Bachelor's
null
34.912311
Rural
Comprehensive
null
18
null
5
2020-03-13 15:21:39.176717
null
No
Daily
House
805
1,195,653
null
Male
43,435
Married
0
Master's
Unemployed
8.470138
Suburban
Comprehensive
0
1
653
9
2024-06-17 15:21:39.155231
Poor
No
Daily
House
531
1,195,654
23
Female
65,717
Divorced
3
Master's
Self-Employed
27.497908
Urban
Premium
0
11
393
3
2024-04-14 15:21:39.202448
Average
No
Monthly
Condo
1,013
1,195,655
25
Male
132,571
Single
2
Master's
Employed
20.812987
Rural
Basic
null
15
446
1
2020-06-17 15:21:39.155231
Poor
No
Weekly
Apartment
927
1,195,656
22
Female
2,089
Single
1
PhD
Employed
43.188966
Rural
Basic
3
17
813
4
2019-09-30 15:21:39.134960
Poor
Yes
Weekly
Condo
467
1,195,657
50
Female
44,771
Married
4
Bachelor's
null
12.914278
Urban
Basic
null
15
471
5
2023-02-23 15:21:39.134960
null
Yes
Daily
Condo
785
1,195,658
46
Male
18,600
Single
1
Master's
Self-Employed
null
Urban
Basic
null
16
776
9
2021-03-09 15:21:39.228521
Good
No
Weekly
Apartment
548
1,195,659
63
Female
16,881
Married
4
Bachelor's
Employed
11.367724
Suburban
Comprehensive
null
12
null
3
2020-06-26 15:21:39.144722
Good
Yes
Weekly
Condo
489
1,195,660
32
Male
null
Single
2
Master's
Employed
45.715579
Rural
Premium
0
5
382
1
2021-05-14 15:21:39.134960
Average
Yes
Rarely
Apartment
1,169
1,195,661
52
Male
54,960
null
2
PhD
Self-Employed
24.495984
Suburban
Comprehensive
1
10
315
9
2021-07-12 15:21:39.089116
Poor
Yes
Rarely
House
799
1,195,662
40
Male
16,130
Single
2
High School
Self-Employed
45.957836
Suburban
Comprehensive
null
3
824
9
2022-07-16 15:21:39.115178
Average
Yes
Rarely
Apartment
1,194
1,195,663
42
Male
5,903
Divorced
4
Bachelor's
null
32.896442
Rural
Premium
2
15
592
6
2023-05-02 15:21:39.164044
Average
Yes
Weekly
Condo
165
1,195,664
53
Female
44,574
Divorced
3
High School
Employed
37.615317
Rural
Comprehensive
null
7
796
1
2021-11-15 15:21:39.154008
Poor
No
Monthly
House
490
1,195,665
30
Female
30,921
Married
2
PhD
null
9.924745
Rural
Premium
1
15
744
7
2020-09-23 15:21:39.169102
Average
Yes
Monthly
House
1,346
1,195,666
59
Female
4,522
Divorced
4
High School
Employed
37.317961
Rural
Basic
2
17
452
6
2020-07-12 15:21:39.114118
Good
Yes
Rarely
House
981
1,195,667
60
Female
19,387
Single
1
Bachelor's
Employed
18.846606
Urban
Basic
null
18
815
8
2024-07-27 15:21:39.272456
Good
No
Daily
Apartment
739
1,195,668
32
Male
23,188
Divorced
0
High School
Unemployed
28.826278
Rural
Premium
null
19
554
6
2020-09-03 15:21:39.272456
Poor
No
Weekly
Apartment
100
1,195,669
42
Male
39,078
Married
1
PhD
Self-Employed
39.222671
Suburban
Premium
0
9
373
1
2022-01-24 15:21:39.273973
Good
Yes
Rarely
Condo
828
1,195,670
62
Male
20,122
Single
null
PhD
Employed
37.252082
Urban
Comprehensive
2
18
730
3
2022-04-29 15:21:39.080440
Poor
No
Rarely
Condo
2,356
1,195,671
30
Female
92,708
Married
0
Bachelor's
Employed
26.381673
Urban
Basic
null
6
434
7
2021-04-01 15:21:39.226954
Average
Yes
Rarely
Apartment
1,232
1,195,672
61
Male
6,091
Single
3
PhD
null
26.393712
Rural
Comprehensive
1
19
821
2
2020-01-06 15:21:39.244069
Poor
No
Monthly
Apartment
1,022
1,195,673
53
Female
3,326
Divorced
4
High School
Employed
null
Urban
Comprehensive
1
7
819
7
2022-07-02 15:21:39.256696
Poor
Yes
Rarely
Condo
1,842
1,195,674
51
Male
27,583
Married
0
PhD
Unemployed
13.589325
Suburban
Premium
1
16
565
9
2021-05-21 15:21:39.204790
Good
Yes
Rarely
Apartment
533
1,195,675
36
Female
28,215
Married
1
PhD
Self-Employed
45.705924
Suburban
Basic
2
19
796
2
2020-02-22 15:21:39.186212
Poor
Yes
Rarely
Condo
1,257
1,195,676
54
Male
394
Divorced
1
Bachelor's
Self-Employed
49.818448
Suburban
Comprehensive
0
6
516
7
2023-08-20 15:21:39.169102
Poor
No
Daily
Condo
67
1,195,677
22
Female
34,991
Married
2
PhD
Unemployed
31.259947
Rural
Comprehensive
null
18
517
8
2022-07-19 15:21:39.100695
Good
No
Weekly
House
632
1,195,678
62
Female
71,479
Single
3
High School
Employed
19.764273
Rural
Basic
1
3
365
4
2023-08-19 15:21:39.190215
Average
No
Daily
Condo
423
1,195,679
21
Male
9,529
Divorced
3
Master's
Self-Employed
35.06881
Rural
Comprehensive
null
4
656
3
2022-12-12 15:21:39.096739
null
Yes
Weekly
House
2,449
1,195,680
47
Female
35,330
Divorced
1
High School
Employed
24.726952
Urban
Basic
0
11
787
2
2021-03-08 15:21:39.149731
Average
Yes
Weekly
Condo
681
1,195,681
22
Female
15,791
Divorced
2
Bachelor's
Self-Employed
18.992869
Suburban
Comprehensive
3
4
821
8
2020-03-17 15:21:39.122134
Average
No
Weekly
House
1,249
1,195,682
33
Female
8,876
Married
0
High School
Unemployed
26.078722
Urban
Comprehensive
2
10
614
3
2019-12-30 15:21:39.259788
Good
Yes
Monthly
Apartment
3,243
1,195,683
55
Female
45,252
Married
1
Bachelor's
Employed
52.326961
Suburban
Premium
1
8
605
7
2019-11-25 15:21:39.164044
Poor
No
Monthly
Condo
1,415
1,195,684
36
Female
null
Single
4
PhD
Unemployed
28.816589
Rural
Basic
0
1
363
5
2021-11-28 15:21:39.134960
null
No
Daily
House
239
1,195,685
23
Female
50,905
Single
0
Bachelor's
Employed
29.124211
Rural
Basic
null
0
442
1
2023-06-01 15:21:39.283783
Poor
Yes
Rarely
Apartment
152
1,195,686
25
Female
20,040
Married
1
High School
Self-Employed
15.726105
Urban
Basic
2
16
null
5
2020-03-03 15:21:39.179186
Average
No
Rarely
Apartment
627
1,195,687
30
Male
88,885
Single
0
PhD
Self-Employed
27.527267
Suburban
Comprehensive
1
3
366
4
2023-10-20 15:21:39.193945
Poor
No
Rarely
Condo
626
1,195,688
57
Male
57,832
Divorced
2
Bachelor's
null
16.393911
Rural
Premium
2
10
559
9
2024-08-07 15:21:39.182597
null
No
Monthly
Apartment
1,085
1,195,689
19
Female
8,791
Divorced
1
Master's
Self-Employed
null
Rural
Premium
1
15
690
7
2021-04-12 15:21:39.098696
Average
Yes
Daily
Apartment
566
1,195,690
52
Male
92,235
Divorced
4
PhD
Self-Employed
null
Suburban
Basic
null
4
757
6
2023-12-01 15:21:39.186212
null
Yes
Weekly
House
583
1,195,691
59
Female
624
Married
4
Bachelor's
null
null
Urban
Premium
null
2
578
1
2024-04-26 15:21:39.146733
Average
Yes
Daily
Condo
516
1,195,692
44
Female
5,799
Single
4
Master's
null
25.053971
Rural
Comprehensive
2
6
762
8
2022-08-26 15:21:39.252145
Poor
No
Monthly
Condo
583
1,195,693
38
Male
4,979
Single
0
Master's
null
12.247935
Urban
Premium
2
6
602
3
2023-08-26 15:21:39.080440
Good
No
Daily
House
855
1,195,694
49
Female
30,678
Married
4
Master's
Employed
13.176911
Urban
Comprehensive
0
13
391
8
2020-12-19 15:21:39.226954
Average
No
Monthly
Condo
434
1,195,695
62
Male
579
Married
1
Master's
null
28.996022
Rural
Comprehensive
3
6
627
6
2020-09-01 15:21:39.086123
Average
Yes
Daily
Condo
603
1,195,696
24
Male
4,540
Single
1
Bachelor's
null
40.614578
Rural
Basic
0
15
744
4
2019-12-19 15:21:39.102694
Average
No
Weekly
Apartment
2,054
1,195,697
42
Male
70,561
Divorced
4
Master's
Self-Employed
26.54314
Suburban
Comprehensive
null
16
833
5
2023-09-07 15:21:39.197445
Good
No
Weekly
Apartment
406
1,195,698
20
Female
26,981
Divorced
3
PhD
Employed
31.726965
Rural
Basic
null
12
556
8
2022-10-03 15:21:39.237118
Good
Yes
Daily
House
1,745
1,195,699
51
Female
44,231
Single
1
PhD
Self-Employed
31.157038
Suburban
Comprehensive
1
5
713
4
2022-09-23 15:21:39.288099
null
Yes
Rarely
Apartment
711