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
1,600
62
Female
15,008
Married
1
Bachelor's
Self-Employed
12.729027
Suburban
Basic
0
12
584
9
2019-11-16 15:21:39.223901
null
No
Monthly
Condo
680
1,601
25
Male
1,879
Married
1
Master's
null
32.964972
Urban
Basic
null
14
783
4
2023-05-21 15:21:39.100695
Good
Yes
Monthly
Apartment
362
1,602
40
Male
1,465
Married
1
Master's
null
32.519619
Urban
Premium
2
10
581
4
2024-05-01 15:21:39.219432
Poor
Yes
Rarely
Condo
829
1,603
22
Female
23,860
Married
0
Master's
Unemployed
15.564979
Urban
Comprehensive
null
13
635
7
2020-06-17 15:21:39.133866
Good
Yes
Daily
Condo
2,576
1,604
20
Male
38,255
Married
2
Master's
Employed
24.739782
Rural
Premium
null
8
642
8
2023-05-16 15:21:39.237118
Average
Yes
Daily
Apartment
1,216
1,605
52
Female
39,009
Divorced
4
Bachelor's
Unemployed
43.206724
Urban
Basic
null
4
646
6
2020-03-06 15:21:39.209847
Poor
Yes
Rarely
Apartment
2,335
1,606
28
Male
1,028
null
3
High School
null
21.279468
Urban
Basic
0
3
586
9
2023-03-17 15:21:39.232526
Average
Yes
Weekly
Apartment
639
1,607
48
Male
2,592
Married
4
Master's
Unemployed
3.841836
Urban
Basic
1
11
434
4
2022-10-15 15:21:39.134960
Poor
Yes
Daily
House
831
1,608
37
Male
5,977
Divorced
1
PhD
Self-Employed
24.33483
Rural
Premium
1
15
725
3
2022-04-20 15:21:39.134960
Good
Yes
Weekly
Condo
527
1,609
60
Female
24,077
Married
2
PhD
Employed
12.977234
Rural
Comprehensive
0
6
null
9
2023-06-24 15:21:39.289099
Good
No
Weekly
House
946
1,610
27
Female
14,998
Single
2
PhD
Employed
11.780526
Rural
Premium
null
10
304
5
2021-05-15 15:21:39.154008
Good
No
Weekly
Apartment
1,196
1,611
52
Female
15,984
Divorced
4
PhD
Self-Employed
null
Rural
Premium
0
19
561
9
2023-03-26 15:21:39.155231
Good
Yes
Rarely
House
603
1,612
34
Female
4,518
Married
3
Master's
null
20.161934
Rural
Basic
null
9
693
3
2022-06-25 15:21:39.155231
Average
Yes
Rarely
Apartment
3,528
1,613
59
Male
6,935
Married
3
Master's
Employed
11.964972
Suburban
Premium
1
9
586
3
2023-03-22 15:21:39.132191
Good
No
Rarely
Apartment
1,709
1,614
62
Female
782
Married
0
Bachelor's
Self-Employed
22.410629
Rural
Basic
null
2
475
8
2024-04-06 15:21:39.134960
Poor
No
Daily
House
961
1,615
32
Female
15,126
Single
null
Master's
Unemployed
8.493275
Rural
Premium
1
6
715
6
2021-12-09 15:21:39.091080
Good
Yes
Monthly
House
873
1,616
53
Female
45,926
Divorced
0
High School
null
null
Suburban
Comprehensive
2
8
519
7
2021-05-11 15:21:39.155231
Average
Yes
Monthly
Apartment
685
1,617
61
Male
104,231
Married
4
Master's
Unemployed
28.90749
Urban
Premium
0
1
651
4
2020-12-31 15:21:39.097737
Average
Yes
Weekly
Condo
215
1,618
34
Female
1,238
Divorced
0
PhD
Employed
null
Rural
Comprehensive
null
2
632
3
2024-03-03 15:21:39.180553
Good
No
Daily
Condo
721
1,619
59
Female
33,506
Married
2
PhD
Self-Employed
16.183347
Suburban
Comprehensive
0
10
676
9
2021-07-22 15:21:39.155231
Poor
No
Weekly
Condo
554
1,620
37
Male
52,889
Single
1
PhD
null
41.687039
Urban
Comprehensive
2
0
321
4
2019-11-01 15:21:39.098696
Average
No
Rarely
Condo
921
1,621
41
Female
1,345
Married
0
Bachelor's
null
null
Urban
Comprehensive
null
3
796
4
2024-01-18 15:21:39.145732
Average
No
Rarely
House
963
1,622
44
Female
9,982
Single
1
PhD
Unemployed
37.787749
Suburban
Comprehensive
0
16
523
6
2023-03-18 15:21:39.210805
Poor
Yes
Rarely
House
1,282
1,623
21
Female
18,061
Single
0
Bachelor's
Self-Employed
36.624673
Urban
Premium
2
1
657
5
2020-10-21 15:21:39.188220
Poor
Yes
Weekly
House
1,069
1,624
52
Female
6,988
Divorced
null
Bachelor's
Self-Employed
23.070173
Urban
Comprehensive
1
13
488
2
2021-02-04 15:21:39.250151
Average
No
Daily
Apartment
1,078
1,625
53
Male
8,987
Divorced
0
Bachelor's
Employed
34.605097
Rural
Premium
0
11
301
8
2022-07-08 15:21:39.197445
Average
Yes
Weekly
Condo
1,045
1,626
35
Male
4,433
Married
0
Master's
null
39.039794
Suburban
Basic
2
10
384
7
2023-11-19 15:21:39.086123
Good
Yes
Rarely
Apartment
152
1,627
18
Female
10,103
Divorced
2
Master's
null
15.016934
Urban
Basic
null
8
477
8
2023-06-28 15:21:39.087123
Poor
Yes
Monthly
Condo
709
1,628
19
Male
28,881
Divorced
3
High School
null
40.19197
Rural
Comprehensive
2
2
803
3
2022-10-03 15:21:39.155231
Poor
No
Rarely
House
709
1,629
64
Female
24,761
Married
0
Bachelor's
Employed
13.037294
Rural
Premium
null
14
563
5
2020-12-04 15:21:39.155231
Poor
Yes
Weekly
Apartment
489
1,630
18
Male
92,663
Married
2
Bachelor's
Employed
8.244043
Rural
Comprehensive
0
10
406
2
2023-05-27 15:21:39.265513
Average
Yes
Monthly
Apartment
1,192
1,631
21
Male
27,983
Single
null
High School
null
36.858982
Rural
Comprehensive
0
9
699
1
2023-09-02 15:21:39.145732
Poor
No
Weekly
House
1,246
1,632
38
Female
26,724
Divorced
1
Bachelor's
Unemployed
20.977704
Suburban
Premium
2
18
839
5
2019-09-04 15:21:39.118178
Poor
No
Monthly
Apartment
1,045
1,633
47
Male
115,081
Married
0
PhD
Self-Employed
18.140876
Urban
Basic
0
2
447
4
2021-10-13 15:21:39.276901
Average
Yes
Monthly
Apartment
1,233
1,634
25
Male
100,044
Married
1
High School
Self-Employed
34.098457
Urban
Basic
null
11
752
4
2024-08-05 15:21:39.134960
Average
Yes
Daily
Condo
162
1,635
29
Female
24,237
Single
2
Master's
null
35.834609
Suburban
Comprehensive
3
5
null
1
2022-11-14 15:21:39.144722
Average
No
Weekly
House
2,213
1,636
30
Female
23,258
Divorced
2
Bachelor's
Unemployed
8.813129
Suburban
Basic
null
2
622
7
2023-03-26 15:21:39.285112
Average
Yes
Daily
Apartment
656
1,637
56
Male
81,519
Divorced
1
Master's
Self-Employed
17.05654
Suburban
Basic
0
5
796
7
2021-02-13 15:21:39.264504
Poor
No
Weekly
House
45
1,638
48
Female
28,293
Single
3
Bachelor's
Self-Employed
28.697579
Rural
Comprehensive
2
11
820
5
2020-12-15 15:21:39.114118
Good
No
Weekly
House
33
1,639
46
Female
3,738
Single
null
High School
Unemployed
18.232558
Rural
Premium
1
11
373
2
2022-03-29 15:21:39.278402
Poor
No
Weekly
Apartment
2,635
1,640
18
Female
39,098
Single
null
Master's
Self-Employed
23.269737
Suburban
Comprehensive
1
11
null
9
2021-01-02 15:21:39.155231
Good
Yes
Monthly
House
805
1,641
51
Female
2,399
Married
0
Master's
Self-Employed
24.588844
Rural
Basic
null
1
613
5
2023-09-29 15:21:39.272456
Poor
Yes
Monthly
Condo
431
1,642
64
Female
515
Married
1
PhD
Employed
null
Suburban
Premium
null
3
602
7
2021-07-29 15:21:39.097737
Good
Yes
Rarely
Apartment
1,040
1,643
33
Female
15,268
Divorced
3
Master's
Self-Employed
47.686761
Rural
Comprehensive
1
5
548
4
2020-10-11 15:21:39.264504
Good
Yes
Weekly
Condo
3,715
1,644
62
Female
128,235
Single
1
High School
Self-Employed
39.275048
Suburban
Comprehensive
null
17
346
8
2021-11-23 15:21:39.290098
null
No
Weekly
Condo
1,776
1,645
54
Female
35,759
Married
2
Bachelor's
Self-Employed
30.446494
Rural
Premium
null
6
626
5
2023-08-13 15:21:39.261856
Poor
No
Weekly
House
2,116
1,646
21
Male
32,632
Married
3
Bachelor's
Unemployed
19.502857
Rural
Premium
null
15
849
1
2023-12-16 15:21:39.257696
Poor
No
Weekly
Condo
804
1,647
39
Female
23,595
Divorced
4
PhD
Self-Employed
27.569373
Suburban
Basic
null
1
378
8
2020-02-15 15:21:39.289099
Good
Yes
Daily
Condo
1,495
1,648
45
Male
26,553
Single
0
High School
null
28.367319
Rural
Comprehensive
null
14
472
9
2022-03-29 15:21:39.126661
Good
Yes
Daily
House
725
1,649
56
Female
106,635
Married
4
High School
Self-Employed
null
Urban
Comprehensive
1
14
725
7
2022-02-15 15:21:39.105192
Average
No
Rarely
House
3,435
1,650
46
Female
29,226
Divorced
1
High School
Employed
48.139651
Urban
Comprehensive
null
15
null
5
2020-03-07 15:21:39.155231
Average
Yes
Monthly
House
130
1,651
null
Male
6,887
Single
2
Bachelor's
Self-Employed
22.236679
Suburban
Basic
1
18
562
8
2022-11-03 15:21:39.092127
Average
Yes
Rarely
Condo
600
1,652
32
Male
3,040
Married
4
Master's
null
44.170413
Suburban
Comprehensive
0
17
null
3
2024-06-08 15:21:39.145732
Poor
Yes
Weekly
Condo
3,875
1,653
31
Female
6,872
Single
3
High School
Employed
5.037131
Suburban
Comprehensive
1
14
598
2
2021-07-30 15:21:39.155231
Average
No
Rarely
Apartment
1,526
1,654
19
Male
140,852
Single
2
Bachelor's
Unemployed
52.017413
Suburban
Basic
1
14
644
5
2020-01-25 15:21:39.126661
null
Yes
Rarely
Condo
1,664
1,655
null
Male
30,962
Divorced
1
Master's
Self-Employed
14.281367
Urban
Basic
null
16
462
9
2020-06-20 15:21:39.237118
Poor
No
Monthly
Condo
551
1,656
26
Female
138,904
Single
null
Master's
null
20.251337
Suburban
Comprehensive
null
0
730
6
2022-05-06 15:21:39.270454
null
Yes
Rarely
Apartment
2,836
1,657
48
Female
40,560
null
4
Master's
null
22.135812
Urban
Basic
1
12
300
4
2022-09-27 15:21:39.251142
Good
No
Weekly
House
749
1,658
37
Male
7,882
Single
4
High School
Employed
19.988276
Suburban
Basic
null
0
419
3
2022-01-29 15:21:39.175719
Good
No
Rarely
House
1,511
1,659
48
Male
6,072
null
3
Master's
Self-Employed
50.173819
Urban
Basic
null
12
766
6
2021-07-17 15:21:39.188220
Average
Yes
Rarely
House
1,125
1,660
28
Female
18,187
Divorced
4
Master's
Employed
10.879176
Suburban
Comprehensive
null
18
663
3
2023-12-11 15:21:39.282785
Poor
Yes
Monthly
Condo
946
1,661
null
Female
5,572
Single
4
PhD
null
9.118977
Suburban
Premium
null
10
527
8
2022-03-04 15:21:39.177724
Good
Yes
Weekly
House
812
1,662
50
Female
66,465
Married
2
PhD
Self-Employed
38.944483
Suburban
Basic
2
16
null
1
2022-04-28 15:21:39.079128
Good
No
Weekly
Apartment
2,899
1,663
34
Male
20,597
Divorced
0
PhD
Self-Employed
17.934136
Urban
Comprehensive
1
10
688
8
2022-05-24 15:21:39.134960
Good
Yes
Rarely
Condo
828
1,664
25
Female
11,510
Married
2
High School
Employed
28.90846
Urban
Comprehensive
null
0
796
3
2023-05-15 15:21:39.120168
Poor
Yes
Weekly
Condo
120
1,665
40
Female
115,036
null
0
PhD
Employed
41.996489
Rural
Premium
2
16
320
7
2021-09-12 15:21:39.166062
Poor
No
Daily
Apartment
1,465
1,666
61
Male
5,965
Single
0
High School
Employed
14.499989
Rural
Premium
null
3
492
9
2020-06-26 15:21:39.174719
Average
Yes
Weekly
Apartment
729
1,667
29
Female
28,215
Single
2
PhD
Self-Employed
30.539203
Rural
Comprehensive
0
15
635
3
2020-02-22 15:21:39.092127
Average
No
Rarely
Condo
651
1,668
48
Male
2,425
Single
1
Bachelor's
Self-Employed
8.473953
Rural
Premium
null
9
446
9
2020-11-15 15:21:39.264504
Average
Yes
Daily
House
114
1,669
49
Female
21,264
Divorced
2
Master's
Employed
21.142631
Rural
Premium
0
8
668
2
2021-11-10 15:21:39.095696
Average
No
Daily
House
809
1,670
30
Female
63,544
Married
2
Master's
null
47.185956
Urban
Premium
null
19
441
1
2020-08-27 15:21:39.146733
Poor
No
Weekly
Condo
946
1,671
21
Male
14,029
Divorced
0
High School
null
27.681418
Suburban
Premium
0
1
650
2
2023-07-02 15:21:39.087123
Average
No
Daily
House
496
1,672
50
Female
14,705
Divorced
3
High School
Self-Employed
23.717246
Suburban
Comprehensive
null
7
624
9
2023-11-14 15:21:39.150730
Poor
No
Daily
House
643
1,673
61
Male
null
Divorced
2
Master's
Unemployed
32.266434
Rural
Basic
1
5
439
6
2023-01-25 15:21:39.134960
null
Yes
Rarely
Condo
1,465
1,674
49
Female
29,593
Single
null
Bachelor's
null
17.788663
Urban
Comprehensive
null
11
534
3
2020-08-13 15:21:39.237118
Poor
Yes
Weekly
House
394
1,675
39
Female
22,072
Married
3
Master's
Self-Employed
34.997574
Suburban
Basic
null
13
433
8
2020-11-04 15:21:39.260856
Good
Yes
Monthly
House
304
1,676
21
Male
14,095
Married
4
Bachelor's
null
31.140856
Suburban
Comprehensive
null
14
754
9
2021-04-27 15:21:39.121169
Average
Yes
Daily
House
1,256
1,677
38
Female
71,136
Divorced
0
PhD
null
4.076641
Urban
Basic
2
7
307
8
2024-04-30 15:21:39.265513
Poor
Yes
Daily
House
709
1,678
57
Male
25,563
Divorced
0
PhD
Unemployed
null
Rural
Premium
0
13
null
4
2023-10-13 15:21:39.126661
Good
No
Monthly
House
722
1,679
36
Female
628
Divorced
3
Master's
Self-Employed
null
Suburban
Basic
1
15
815
4
2023-01-02 15:21:39.173834
Good
Yes
Rarely
Condo
498
1,680
37
Male
12,042
Divorced
0
Master's
Unemployed
27.764461
Rural
Comprehensive
null
11
null
3
2022-06-19 15:21:39.120168
Poor
Yes
Weekly
House
2,108
1,681
43
Male
4,029
Married
1
High School
null
17.297816
Urban
Comprehensive
4
16
785
8
2019-11-25 15:21:39.270454
Good
Yes
Weekly
House
1,889
1,682
32
Male
36,373
Married
1
High School
Employed
35.273133
Rural
Comprehensive
null
5
363
7
2023-05-14 15:21:39.237118
Average
Yes
Daily
Apartment
2,171
1,683
62
Male
13,085
Divorced
1
Bachelor's
Unemployed
35.924015
Rural
Comprehensive
null
10
517
6
2023-10-01 15:21:39.207847
Poor
Yes
Rarely
Condo
683
1,684
36
Male
106,928
Divorced
1
Bachelor's
Unemployed
50.746287
Urban
Premium
null
4
452
9
2019-10-21 15:21:39.174719
Good
No
Monthly
House
1,236
1,685
50
Female
76,675
Married
2
PhD
Self-Employed
19.086379
Suburban
Premium
2
16
807
5
2020-03-16 15:21:39.247098
Average
No
Monthly
Apartment
2,659
1,686
33
Male
61,832
Divorced
0
Bachelor's
Self-Employed
44.331112
Suburban
Basic
1
3
466
8
2024-07-29 15:21:39.247098
null
No
Weekly
House
1,311
1,687
38
Female
59,528
Single
0
High School
null
10.133072
Urban
Comprehensive
1
11
null
4
2023-02-10 15:21:39.126661
null
Yes
Weekly
Condo
2,393
1,688
52
Female
23,669
Divorced
2
PhD
null
5.860629
Urban
Premium
null
5
null
2
2021-05-01 15:21:39.259788
Good
Yes
Rarely
Apartment
1,233
1,689
32
Female
46,319
Married
1
High School
Unemployed
null
Rural
Basic
0
16
725
1
2021-01-14 15:21:39.228521
Average
No
Monthly
Condo
822
1,690
34
Female
16,652
Single
4
Bachelor's
Unemployed
40.175944
Rural
Basic
1
13
null
4
2024-03-04 15:21:39.274993
null
No
Weekly
Apartment
2,727
1,691
53
Male
29,891
Single
0
PhD
null
21.827553
Suburban
Comprehensive
1
1
621
1
2021-10-19 15:21:39.233485
Average
Yes
Weekly
Apartment
22
1,692
59
Male
1,298
Single
2
Master's
null
20.371618
Suburban
Basic
1
15
511
1
2019-12-23 15:21:39.171102
Poor
Yes
Daily
Apartment
882
1,693
34
Male
15,013
Divorced
0
High School
null
43.760051
Urban
Basic
0
8
null
5
2021-05-29 15:21:39.184157
Average
Yes
Weekly
House
585
1,694
21
Male
105,601
Married
0
Master's
null
43.837345
Suburban
Premium
1
5
394
1
2022-02-15 15:21:39.111551
Poor
No
Weekly
Apartment
1,552
1,695
43
Male
11,937
Married
2
Master's
Unemployed
22.974288
Rural
Premium
null
4
null
6
2023-04-29 15:21:39.237118
Average
No
Monthly
Condo
566
1,696
28
Female
3,358
Divorced
null
Master's
Self-Employed
24.690399
Suburban
Comprehensive
null
19
null
3
2023-08-24 15:21:39.096739
Poor
Yes
Rarely
House
2,913
1,697
59
Female
41,622
Married
0
Master's
Unemployed
19.293786
Rural
Premium
0
12
null
9
2020-09-02 15:21:39.155231
Average
No
Rarely
Condo
23
1,698
40
Male
45,906
Married
2
Master's
Unemployed
36.637424
Rural
Comprehensive
null
15
559
6
2024-01-12 15:21:39.211806
Average
No
Monthly
House
1,209
1,699
55
Female
null
Single
0
Bachelor's
Unemployed
10.786826
Rural
Comprehensive
2
12
441
8
2022-05-21 15:21:39.276901
null
Yes
Weekly
House
1,526