id
int64
0
1.2M
Age
float64
18
64
Gender
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2 values
Annual Income
float64
1
150k
Marital Status
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3 values
Number of Dependents
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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
10,600
37
Male
2,386
Single
0
High School
Employed
23.494487
Suburban
Comprehensive
0
14
437
4
2024-01-10 15:21:39.286113
Good
Yes
Rarely
Apartment
3,036
10,601
36
Male
null
Married
3
High School
null
21.876301
Suburban
Comprehensive
1
17
540
7
2021-12-29 15:21:39.271453
null
Yes
Daily
House
250
10,602
34
Male
50,931
Divorced
2
PhD
Employed
28.079194
Urban
Comprehensive
1
14
328
7
2021-08-31 15:21:39.278402
Poor
Yes
Monthly
House
2,597
10,603
55
Male
97,516
Married
2
High School
Self-Employed
26.986234
Urban
Comprehensive
0
2
null
2
2019-12-27 15:21:39.274993
Poor
Yes
Daily
Apartment
296
10,604
39
Female
54
Married
0
Master's
Employed
12.451807
Urban
Basic
null
18
531
5
2023-08-02 15:21:39.126661
Poor
No
Daily
House
1,016
10,605
62
Male
2,496
Married
4
PhD
Unemployed
null
Suburban
Premium
0
5
531
6
2020-01-13 15:21:39.167099
Good
Yes
Weekly
Condo
1,114
10,606
20
Female
6,428
Divorced
1
Master's
Employed
25.482939
Urban
Premium
0
2
772
3
2024-06-24 15:21:39.237118
Poor
Yes
Monthly
Apartment
50
10,607
55
Female
16,085
Divorced
3
Master's
Self-Employed
19.816505
Urban
Comprehensive
null
17
496
2
2020-06-22 15:21:39.155231
Good
No
Weekly
House
2,909
10,608
61
Male
14,982
Married
1
High School
Self-Employed
null
Suburban
Comprehensive
1
19
557
2
2021-11-13 15:21:39.283783
Poor
Yes
Weekly
Apartment
1,324
10,609
36
Male
43,440
Single
1
High School
Self-Employed
6.543102
Suburban
Comprehensive
null
19
806
4
2021-01-01 15:21:39.084065
Poor
No
Monthly
House
715
10,610
31
Female
40,128
Single
3
Master's
null
44.090139
Suburban
Premium
1
0
559
3
2024-06-12 15:21:39.125660
Good
No
Daily
Apartment
1,546
10,611
40
Female
83,871
Divorced
3
High School
Employed
33.681964
Urban
Comprehensive
null
9
839
7
2021-04-06 15:21:39.149731
Poor
Yes
Daily
House
104
10,612
21
Male
1,180
Divorced
3
PhD
Unemployed
14.733427
Suburban
Basic
null
0
453
6
2021-03-11 15:21:39.134960
Average
No
Daily
Apartment
733
10,613
18
Male
126,619
Married
3
High School
Unemployed
13.633442
Rural
Premium
3
11
390
5
2022-03-14 15:21:39.244069
Average
No
Rarely
Apartment
30
10,614
53
Female
28,791
Married
2
Bachelor's
Self-Employed
null
Urban
Premium
1
14
603
8
2021-03-05 15:21:39.134960
Poor
Yes
Weekly
Apartment
649
10,615
58
Male
3,895
Married
3
Master's
null
28.453352
Suburban
Comprehensive
null
14
393
8
2023-02-17 15:21:39.237118
Poor
No
Rarely
House
432
10,616
23
Male
3,326
Single
3
Bachelor's
Employed
24.816772
Suburban
Premium
1
12
803
1
2019-09-15 15:21:39.080440
Poor
Yes
Monthly
House
626
10,617
31
Male
59,073
Single
1
PhD
Unemployed
24.782594
Urban
Premium
1
16
492
6
2021-12-28 15:21:39.237118
Average
Yes
Monthly
Apartment
2,088
10,618
37
Male
38,298
Divorced
2
High School
null
null
Urban
Premium
0
4
759
5
2022-06-12 15:21:39.130190
Good
No
Daily
House
959
10,619
31
Male
51,903
Married
0
High School
Employed
3.297088
Urban
Comprehensive
2
4
817
4
2020-08-21 15:21:39.155231
Poor
Yes
Daily
Apartment
2,470
10,620
41
Male
30,670
Divorced
0
Bachelor's
Unemployed
35.891761
Rural
Basic
2
11
467
2
2021-10-07 15:21:39.187211
Poor
Yes
Rarely
Apartment
202
10,621
42
Male
7,086
null
0
Bachelor's
null
23.278699
Urban
Comprehensive
null
15
null
3
2022-03-12 15:21:39.283783
Good
Yes
Monthly
House
652
10,622
35
Female
109,993
Married
1
Master's
Self-Employed
28.828809
Urban
Premium
0
7
656
3
2024-05-12 15:21:39.108562
Average
Yes
Daily
Condo
254
10,623
44
Female
10,100
Divorced
3
Bachelor's
Unemployed
13.068876
Suburban
Comprehensive
0
19
null
8
2022-11-01 15:21:39.264504
Average
Yes
Monthly
Apartment
2,427
10,624
51
Male
62,851
Divorced
3
Bachelor's
Self-Employed
20.154973
Suburban
Comprehensive
2
3
673
8
2024-01-28 15:21:39.095696
Poor
Yes
Monthly
Condo
183
10,625
null
Female
null
Single
3
Master's
null
34.656896
Rural
Basic
1
14
420
1
2020-06-21 15:21:39.259788
null
No
Weekly
Apartment
1,029
10,626
23
Male
1,315
Divorced
4
Master's
Unemployed
9.577036
Rural
Basic
null
6
482
9
2020-08-13 15:21:39.082499
Average
Yes
Weekly
Apartment
493
10,627
32
Male
16,891
Divorced
3
Master's
Unemployed
null
Urban
Premium
null
12
546
5
2024-05-10 15:21:39.223901
Good
Yes
Monthly
Apartment
1,704
10,628
24
Male
10,292
Divorced
4
PhD
Employed
34.141321
Suburban
Basic
0
8
459
2
2022-06-27 15:21:39.237118
null
No
Daily
Apartment
920
10,629
30
Female
143,078
Divorced
null
Master's
null
43.88753
Urban
Comprehensive
null
5
316
9
2020-06-24 15:21:39.173834
Poor
Yes
Weekly
Condo
765
10,630
33
Female
82,946
Divorced
2
PhD
Employed
30.567421
Urban
Basic
2
14
453
7
2020-11-26 15:21:39.177724
Average
No
Daily
House
2,864
10,631
26
Female
26,360
Divorced
2
Master's
Employed
21.077299
Suburban
Comprehensive
0
5
762
4
2022-09-08 15:21:39.155231
Poor
Yes
Weekly
Condo
1,481
10,632
56
Male
91,054
Married
2
High School
Unemployed
46.441932
Suburban
Comprehensive
null
15
651
9
2020-09-11 15:21:39.108562
Good
Yes
Monthly
Condo
322
10,633
29
Male
16,011
Married
0
Master's
Self-Employed
21.849042
Suburban
Basic
3
13
597
9
2023-06-04 15:21:39.086123
Average
Yes
Rarely
House
916
10,634
23
Female
30,600
Married
2
High School
Employed
35.094626
Suburban
Premium
null
17
678
9
2022-10-14 15:21:39.216387
Poor
Yes
Rarely
Apartment
814
10,635
44
Female
14,079
Single
1
Master's
Self-Employed
23.913758
Rural
Premium
0
9
553
2
2021-09-29 15:21:39.172097
Good
No
Weekly
Condo
638
10,636
55
Male
3,828
Divorced
2
PhD
Unemployed
32.764469
Rural
Basic
0
7
390
1
2024-06-06 15:21:39.155231
null
Yes
Daily
House
2,073
10,637
22
Female
null
Single
0
Bachelor's
null
23.09277
Suburban
Comprehensive
1
12
788
9
2023-02-02 15:21:39.285112
Average
Yes
Daily
Condo
48
10,638
34
Male
21,157
Divorced
3
PhD
Employed
41.819205
Suburban
Premium
0
15
663
8
2023-02-21 15:21:39.222387
Poor
No
Rarely
House
2,648
10,639
40
Female
3,520
Married
0
PhD
Employed
20.068392
Rural
Premium
null
0
797
9
2019-08-23 15:21:39.143708
Good
Yes
Daily
Apartment
1,128
10,640
43
Female
93,518
Married
1
High School
Employed
29.592376
Suburban
Premium
0
3
319
9
2022-11-02 15:21:39.091080
Poor
Yes
Daily
Condo
45
10,641
61
Female
9,030
Single
2
Master's
null
4.97775
Suburban
Premium
0
0
383
7
2024-05-11 15:21:39.259788
Average
No
Daily
Apartment
1,134
10,642
39
Female
23,140
Married
1
PhD
null
12.89846
Rural
Comprehensive
0
4
null
8
2023-09-13 15:21:39.132191
null
Yes
Rarely
Apartment
1,229
10,643
62
Female
33,221
Single
1
High School
Employed
33.812987
Urban
Premium
6
17
699
2
2023-10-18 15:21:39.134960
Poor
No
Monthly
Condo
2,414
10,644
31
Female
3,819
Single
0
Bachelor's
null
21.876301
Rural
Premium
0
8
708
8
2021-11-10 15:21:39.274993
null
Yes
Weekly
Apartment
2,137
10,645
22
Female
13,707
Single
2
Bachelor's
null
11.367513
Urban
Premium
0
9
774
8
2022-04-04 15:21:39.236064
Average
Yes
Daily
Apartment
783
10,646
22
Male
9,701
Single
2
Bachelor's
null
31.688423
Urban
Premium
2
14
512
6
2022-10-09 15:21:39.237118
Good
No
Rarely
Apartment
1,296
10,647
28
Female
31,184
Single
0
Master's
null
11.552907
Suburban
Comprehensive
null
5
411
5
2022-08-14 15:21:39.247098
Average
Yes
Rarely
House
1,018
10,648
43
Male
6,093
Married
2
Bachelor's
null
19.791338
Urban
Basic
3
18
735
5
2023-08-19 15:21:39.258696
Good
Yes
Monthly
House
632
10,649
48
Male
75,935
Married
2
PhD
Unemployed
45.07918
Urban
Basic
1
15
313
2
2023-12-20 15:21:39.134960
Good
Yes
Monthly
House
1,325
10,650
39
Male
75,787
Single
4
Master's
null
24.767841
Urban
Basic
1
15
415
2
2021-06-08 15:21:39.132191
Poor
Yes
Daily
House
1,236
10,651
29
Male
null
Married
null
Master's
Employed
22.93819
Urban
Premium
2
14
325
7
2020-05-25 15:21:39.237118
Good
Yes
Weekly
Condo
938
10,652
22
Female
145,533
Divorced
3
Bachelor's
Unemployed
18.726366
Suburban
Comprehensive
2
9
602
6
2020-06-21 15:21:39.105504
null
No
Daily
Apartment
781
10,653
42
Female
73,472
Single
4
High School
Employed
12.838015
Urban
Comprehensive
null
7
735
7
2024-08-14 15:21:39.096739
Poor
No
Rarely
Condo
334
10,654
20
Female
44,226
Married
2
Bachelor's
Unemployed
16.542796
Rural
Comprehensive
1
2
495
1
2024-06-17 15:21:39.173834
Poor
Yes
Rarely
Apartment
811
10,655
38
Female
40,889
Divorced
1
Master's
null
38.259899
Urban
Comprehensive
0
4
629
1
2019-12-27 15:21:39.155231
Average
No
Weekly
Apartment
537
10,656
45
Male
3,006
Single
4
PhD
null
30.814687
Urban
Comprehensive
null
7
445
8
2021-04-04 15:21:39.133866
Good
Yes
Weekly
Apartment
1,503
10,657
35
Female
2,798
null
3
PhD
Self-Employed
17.678639
Suburban
Comprehensive
1
10
547
6
2023-02-25 15:21:39.155231
Average
Yes
Monthly
Condo
1,215
10,658
55
Male
30,650
Divorced
4
PhD
null
7.365876
Urban
Comprehensive
0
0
697
2
2020-02-22 15:21:39.272456
Good
No
Daily
Condo
2,655
10,659
45
Female
2,669
Divorced
4
Bachelor's
Unemployed
35.131452
Urban
Premium
1
2
742
8
2019-10-12 15:21:39.155231
Average
Yes
Daily
Condo
38
10,660
50
Male
73,370
Married
2
PhD
Employed
16.168913
Urban
Comprehensive
null
17
429
5
2022-06-09 15:21:39.155231
Poor
No
Rarely
Condo
2,465
10,661
34
Male
45,699
Divorced
4
Master's
Unemployed
30.753891
Suburban
Comprehensive
null
1
473
9
2021-12-16 15:21:39.166062
Poor
No
Rarely
Apartment
1,340
10,662
33
Female
12,519
Divorced
0
PhD
null
51.309749
Urban
Basic
0
16
743
7
2020-09-24 15:21:39.079128
Poor
Yes
Rarely
Condo
3,275
10,663
58
Male
25,961
Divorced
0
Bachelor's
Self-Employed
28.539813
Urban
Basic
2
2
798
1
2019-09-29 15:21:39.282785
null
No
Monthly
Apartment
1,285
10,664
null
Female
17,183
Divorced
3
PhD
Self-Employed
24.480118
Suburban
Premium
2
18
521
5
2021-07-17 15:21:39.260856
Poor
Yes
Weekly
House
2,630
10,665
54
Female
114,136
Single
null
Bachelor's
null
51.181326
Urban
Comprehensive
2
12
648
7
2022-10-30 15:21:39.155231
Average
No
Weekly
Apartment
1,342
10,666
38
Female
4,028
Divorced
2
Bachelor's
Employed
23.94415
Suburban
Premium
1
0
409
5
2024-05-09 15:21:39.121169
Average
Yes
Monthly
House
973
10,667
63
Female
2,768
Divorced
2
High School
null
27.836314
Suburban
Basic
1
2
578
7
2021-06-30 15:21:39.247098
null
No
Rarely
Condo
1,516
10,668
43
Female
58,931
Married
2
Bachelor's
null
27.88259
Urban
Premium
3
19
null
9
2022-03-24 15:21:39.095696
Good
No
Rarely
Condo
150
10,669
58
Female
44,939
Married
2
Bachelor's
Unemployed
18.955541
Rural
Basic
0
14
724
7
2022-01-27 15:21:39.134960
Good
No
Weekly
Apartment
514
10,670
31
Male
51,471
Single
2
PhD
null
5.965764
Rural
Basic
null
11
null
7
2020-01-22 15:21:39.132191
Average
No
Weekly
House
163
10,671
26
Female
46,196
Divorced
1
PhD
Unemployed
41.55253
Urban
Basic
null
6
584
2
2023-06-25 15:21:39.079128
Average
No
Rarely
Apartment
463
10,672
23
Male
7,053
Married
1
High School
Unemployed
null
Urban
Basic
null
6
743
6
2023-08-26 15:21:39.168099
Poor
Yes
Weekly
House
983
10,673
21
Male
31,295
Single
null
PhD
Self-Employed
13.795711
Rural
Comprehensive
0
3
null
6
2020-11-25 15:21:39.276901
Poor
Yes
Rarely
Apartment
239
10,674
18
Female
12,713
Single
2
High School
Self-Employed
30.566001
Urban
Basic
0
2
562
8
2024-07-15 15:21:39.248098
Good
Yes
Daily
House
801
10,675
51
Male
1,112
null
4
PhD
null
12.49745
Urban
Comprehensive
1
16
null
3
2024-02-14 15:21:39.289099
null
No
Weekly
Apartment
956
10,676
61
Male
6,098
Single
4
Master's
Unemployed
29.81288
Suburban
Comprehensive
1
0
711
3
2024-05-24 15:21:39.257696
Poor
Yes
Monthly
Condo
1,543
10,677
20
Female
7,669
Divorced
3
Master's
Unemployed
17.912013
Rural
Comprehensive
null
3
571
7
2022-08-28 15:21:39.082499
Average
No
Monthly
Condo
1,858
10,678
31
Male
27,430
Married
2
Bachelor's
Employed
25.734387
Suburban
Comprehensive
null
7
832
8
2022-03-16 15:21:39.146733
Poor
Yes
Rarely
Condo
522
10,679
48
Female
474
Single
1
PhD
null
null
Rural
Premium
1
14
454
9
2021-02-08 15:21:39.276901
Average
Yes
Weekly
House
648
10,680
24
Female
108,448
Married
4
Bachelor's
null
24.668062
Urban
Comprehensive
0
0
446
8
2020-11-18 15:21:39.237118
Poor
No
Monthly
House
32
10,681
21
Male
9,977
Divorced
4
PhD
Unemployed
42.237974
Urban
Comprehensive
2
17
642
9
2022-03-01 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,042
10,682
49
Male
17,628
Divorced
3
Master's
null
14.241843
Suburban
Comprehensive
2
16
627
2
2020-06-06 15:21:39.224915
Good
No
Weekly
House
1,336
10,683
34
Female
27,863
Single
0
High School
Unemployed
15.838694
Urban
Premium
1
0
647
8
2023-02-12 15:21:39.134960
Poor
No
Weekly
Condo
2,328
10,684
29
Male
6,866
Divorced
4
Master's
null
32.240522
Suburban
Premium
null
3
811
1
2024-02-24 15:21:39.257696
Average
No
Weekly
House
605
10,685
61
Male
2,936
Single
3
Master's
null
null
Urban
Basic
0
17
446
4
2021-05-08 15:21:39.121169
Poor
No
Monthly
Condo
2,192
10,686
53
Female
null
Married
4
Bachelor's
Unemployed
25.907394
Rural
Basic
null
5
631
4
2020-03-23 15:21:39.206847
Average
No
Weekly
House
138
10,687
58
Female
22,339
Divorced
0
Bachelor's
null
19.597318
Rural
Basic
0
0
559
5
2021-03-25 15:21:39.261856
Average
Yes
Daily
House
595
10,688
44
Female
2,833
Divorced
3
PhD
Unemployed
6.624542
Suburban
Basic
2
0
755
9
2019-11-11 15:21:39.223390
Average
No
Daily
Condo
3,274
10,689
50
Male
7,098
Divorced
3
Bachelor's
null
37.917239
Rural
Comprehensive
0
10
603
7
2023-07-12 15:21:39.192212
Good
Yes
Weekly
Condo
1,209
10,690
49
Female
72,519
Divorced
2
Bachelor's
Unemployed
20.543229
Suburban
Premium
2
10
447
5
2021-05-05 15:21:39.257696
Average
Yes
Weekly
Apartment
2,374
10,691
58
Male
10,049
Single
null
High School
Unemployed
39.265729
Rural
Comprehensive
0
15
482
4
2023-10-14 15:21:39.129190
Average
Yes
Rarely
House
111
10,692
48
Male
61,263
Divorced
0
Bachelor's
Self-Employed
null
Rural
Basic
null
11
805
5
2021-02-08 15:21:39.130190
Average
Yes
Weekly
Condo
3,162
10,693
40
Male
43,750
Single
0
Master's
null
13.267815
Rural
Comprehensive
1
9
738
1
2023-07-22 15:21:39.237118
Good
No
Weekly
House
1,097
10,694
23
Female
126,582
Divorced
2
Master's
Self-Employed
18.07823
Rural
Basic
1
14
491
5
2021-08-10 15:21:39.192212
Poor
No
Weekly
Apartment
347
10,695
43
Male
3,528
Married
3
Master's
Unemployed
38.889045
Rural
Basic
0
4
386
6
2021-06-30 15:21:39.236064
Average
Yes
Monthly
Apartment
740
10,696
29
Male
3,997
Single
1
PhD
null
21.848826
Urban
Basic
0
19
472
2
2024-07-21 15:21:39.286113
Poor
Yes
Daily
Condo
967
10,697
37
Male
34,454
Divorced
4
High School
Employed
41.145557
Suburban
Comprehensive
1
2
678
3
2020-05-06 15:21:39.125660
Poor
No
Daily
Condo
834
10,698
51
Male
24,190
Married
3
Bachelor's
Employed
21.902106
Rural
Basic
1
1
651
1
2020-06-25 15:21:39.155231
Average
No
Daily
Condo
975
10,699
62
Male
27,113
null
null
High School
Self-Employed
13.824153
Urban
Premium
2
12
813
8
2022-01-23 15:21:39.236064
Average
No
Daily
House
138