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
45,500
60
Female
30,892
Married
2
PhD
Employed
16.812059
Urban
Premium
0
3
461
4
2024-01-18 15:21:39.082499
Poor
Yes
Monthly
House
618
45,501
19
Male
null
Married
0
PhD
Self-Employed
6.758966
Suburban
Premium
1
13
742
8
2024-08-06 15:21:39.109552
Average
No
Weekly
House
118
45,502
53
Male
null
Married
3
Bachelor's
Self-Employed
10.633762
Suburban
Comprehensive
null
9
364
1
2024-02-28 15:21:39.149731
Average
No
Monthly
House
473
45,503
33
Male
6,093
Single
0
High School
Employed
47.847728
Urban
Premium
null
12
734
7
2022-09-02 15:21:39.196387
Poor
Yes
Rarely
Apartment
1,542
45,504
45
Male
20,231
Single
1
Bachelor's
Unemployed
13.362761
Rural
Comprehensive
0
1
748
6
2023-07-31 15:21:39.155231
Good
No
Rarely
Apartment
708
45,505
52
Female
46,215
Divorced
1
High School
Self-Employed
31.178822
Rural
Comprehensive
null
13
null
4
2023-08-30 15:21:39.134960
Poor
Yes
Weekly
Apartment
328
45,506
29
Male
32,633
Married
0
Master's
Unemployed
13.858454
Suburban
Comprehensive
null
15
566
1
2020-11-06 15:21:39.155231
Average
No
Monthly
Apartment
1,492
45,507
null
Female
3,450
Single
null
PhD
Unemployed
21.181165
Urban
Premium
null
16
657
7
2021-05-09 15:21:39.155231
null
Yes
Rarely
Apartment
115
45,508
18
Male
40,327
Divorced
3
PhD
Employed
30.420123
Rural
Premium
2
18
364
1
2022-03-01 15:21:39.132191
Poor
No
Weekly
Condo
860
45,509
38
Male
38,665
Divorced
2
High School
Unemployed
44.079187
Urban
Premium
null
10
775
6
2024-01-18 15:21:39.194829
Poor
Yes
Rarely
Apartment
706
45,510
33
Male
23,168
Divorced
null
Bachelor's
null
16.927796
Suburban
Premium
null
1
313
5
2021-06-20 15:21:39.087123
Poor
Yes
Weekly
House
973
45,511
32
Female
18,561
Married
0
Bachelor's
Self-Employed
24.425327
Rural
Basic
1
4
614
6
2023-10-12 15:21:39.222387
Poor
No
Daily
House
589
45,512
null
Female
48,446
Divorced
null
PhD
Unemployed
17.557848
Suburban
Premium
null
19
381
2
2020-01-29 15:21:39.208842
Average
Yes
Monthly
House
1,108
45,513
63
Female
14,097
Single
3
High School
Employed
24.837988
Suburban
Basic
0
4
690
4
2023-04-03 15:21:39.237118
Average
Yes
Daily
Condo
1,979
45,514
24
Male
31,008
Married
4
PhD
Employed
7.893397
Rural
Basic
1
10
657
3
2023-03-09 15:21:39.177724
Good
Yes
Rarely
Condo
536
45,515
24
Male
1,349
Single
2
Master's
Self-Employed
41.054422
Urban
Premium
null
12
826
9
2020-01-22 15:21:39.256696
Good
No
Daily
Condo
4,071
45,516
27
Female
25,211
Married
2
High School
null
29.938494
Suburban
Premium
null
17
719
1
2022-02-14 15:21:39.122134
Average
No
Rarely
Apartment
478
45,517
62
Female
69,984
Married
1
Master's
null
21.392358
Rural
Comprehensive
0
1
775
1
2024-01-30 15:21:39.226954
Good
No
Weekly
House
275
45,518
32
Male
29,036
Single
2
Master's
Self-Employed
31.534826
Suburban
Basic
null
8
null
6
2021-04-27 15:21:39.191219
Good
No
Daily
House
1,904
45,519
59
Male
34,233
Married
1
PhD
null
45.378047
Rural
Basic
null
13
664
1
2023-12-21 15:21:39.109552
Poor
Yes
Rarely
Condo
1,024
45,520
30
Female
31,174
Divorced
1
Bachelor's
Unemployed
10.008884
Suburban
Premium
0
10
848
3
2024-02-10 15:21:39.119168
Poor
Yes
Rarely
House
546
45,521
34
Male
null
Single
3
PhD
Self-Employed
51.165318
Urban
Basic
0
8
828
4
2022-08-21 15:21:39.192212
Average
No
Rarely
House
1,061
45,522
40
Female
20,458
Married
4
Master's
Self-Employed
26.982405
Urban
Comprehensive
0
14
789
4
2023-08-15 15:21:39.190215
Good
No
Monthly
House
745
45,523
42
Female
28,199
Divorced
2
PhD
null
45.977451
Rural
Premium
0
17
562
5
2022-09-01 15:21:39.265513
Good
No
Daily
Apartment
1,408
45,524
27
Male
26,102
Divorced
3
PhD
null
11.914862
Rural
Comprehensive
0
10
711
6
2020-04-08 15:21:39.182597
Average
Yes
Monthly
Condo
797
45,525
51
Male
17,092
Divorced
null
Bachelor's
Unemployed
27.058489
Urban
Basic
0
11
null
8
2023-08-30 15:21:39.155231
Average
No
Weekly
Apartment
676
45,526
53
Male
15,104
Divorced
3
High School
Employed
3.85771
Rural
Basic
1
4
null
5
2024-02-27 15:21:39.134960
Good
Yes
Weekly
Condo
437
45,527
21
Male
24,881
Married
3
Bachelor's
Employed
30.164439
Urban
Comprehensive
1
10
828
1
2020-09-01 15:21:39.181605
null
No
Daily
Apartment
626
45,528
64
Female
34,764
Married
0
High School
Unemployed
19.29888
Suburban
Comprehensive
null
18
null
1
2024-08-11 15:21:39.283783
Good
No
Monthly
Apartment
2,760
45,529
41
Female
29,073
Married
2
Master's
Self-Employed
9.719509
Suburban
Basic
null
2
601
1
2020-12-06 15:21:39.087123
Poor
Yes
Daily
Condo
561
45,530
45
Male
null
Single
4
Master's
Unemployed
32.122727
Urban
Basic
1
19
300
2
2021-01-23 15:21:39.270454
Average
No
Weekly
Condo
1,080
45,531
62
Female
1,709
Married
1
PhD
Unemployed
16.838244
Rural
Comprehensive
null
1
476
1
2024-04-12 15:21:39.155231
Good
No
Rarely
Condo
641
45,532
50
Male
15,999
Single
0
Bachelor's
null
40.358066
Rural
Premium
null
15
801
7
2023-10-10 15:21:39.105504
Average
Yes
Monthly
Condo
561
45,533
55
Female
33,294
Divorced
1
Master's
Unemployed
17.848252
Urban
Basic
0
17
662
6
2020-08-01 15:21:39.253660
Good
Yes
Monthly
House
382
45,534
44
Male
30,961
Married
4
Bachelor's
Unemployed
51.347624
Suburban
Premium
2
0
522
8
2020-04-03 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,401
45,535
23
Female
17,382
Divorced
0
Bachelor's
null
13.848612
Urban
Comprehensive
0
9
843
9
2019-12-01 15:21:39.100695
Good
No
Monthly
House
615
45,536
64
Female
25,863
Divorced
null
PhD
Unemployed
null
Rural
Basic
null
17
699
7
2023-04-28 15:21:39.237118
Average
No
Daily
Condo
1,513
45,537
49
Female
1,612
Divorced
1
PhD
null
17.86978
Urban
Comprehensive
null
12
667
1
2021-04-12 15:21:39.244069
Average
Yes
Weekly
House
1,867
45,538
21
Female
10,963
Divorced
null
Master's
Employed
41.788425
Urban
Basic
1
19
null
6
2020-04-23 15:21:39.152732
Average
Yes
Monthly
House
1,284
45,539
31
Female
17,336
Single
1
Master's
Self-Employed
43.134588
Suburban
Basic
0
12
341
3
2020-06-19 15:21:39.177724
null
Yes
Daily
House
477
45,540
62
Female
22,262
Divorced
2
High School
Unemployed
33.955663
Suburban
Basic
null
11
562
8
2021-04-09 15:21:39.236064
Poor
Yes
Rarely
Condo
46
45,541
32
Male
29,091
Married
0
PhD
null
4.574886
Rural
Basic
1
16
548
1
2022-09-05 15:21:39.085129
Average
No
Weekly
House
823
45,542
40
Female
24,996
Married
2
PhD
Employed
46.09723
Rural
Comprehensive
0
4
796
7
2023-06-25 15:21:39.198406
Average
Yes
Rarely
Apartment
1,383
45,543
20
Female
24,226
Single
4
Master's
Unemployed
27.929089
Rural
Basic
0
15
518
7
2023-01-13 15:21:39.201446
Poor
Yes
Rarely
House
757
45,544
21
Female
10,863
Divorced
1
Master's
Unemployed
36.9552
Rural
Basic
2
2
737
3
2021-02-11 15:21:39.134960
Good
No
Monthly
Apartment
865
45,545
52
Male
4,098
Divorced
null
Bachelor's
Self-Employed
17.642491
Rural
Basic
1
14
462
4
2021-11-27 15:21:39.130190
Poor
No
Monthly
Apartment
1,338
45,546
44
Male
18,787
null
4
Bachelor's
null
46.802861
Rural
Premium
null
8
641
7
2019-10-11 15:21:39.247098
Average
No
Daily
Condo
1,314
45,547
41
Female
38,789
Married
3
Master's
null
8.004964
Suburban
Comprehensive
2
4
578
3
2021-01-11 15:21:39.179186
Average
No
Rarely
Apartment
566
45,548
57
Female
2,673
Divorced
1
High School
Self-Employed
43.12075
Suburban
Premium
2
18
573
7
2023-01-28 15:21:39.207847
Good
No
Weekly
Apartment
686
45,549
40
Male
86,539
Divorced
3
High School
Self-Employed
39.159399
Rural
Premium
1
0
629
3
2019-11-06 15:21:39.180553
Good
Yes
Rarely
Apartment
2,068
45,550
61
Male
43,440
Divorced
2
PhD
Unemployed
42.903103
Urban
Basic
0
8
573
2
2022-08-13 15:21:39.146733
Average
Yes
Weekly
Apartment
602
45,551
34
Male
27,126
Married
1
PhD
Employed
32.636108
Rural
Basic
2
13
571
5
2020-08-09 15:21:39.155231
Poor
Yes
Monthly
Apartment
977
45,552
23
Female
49,763
Single
4
PhD
Unemployed
43.895595
Suburban
Premium
0
8
789
1
2023-10-31 15:21:39.170099
Poor
No
Rarely
Condo
100
45,553
26
Male
43,989
Divorced
4
Master's
Self-Employed
44.917033
Urban
Premium
1
18
738
8
2020-04-06 15:21:39.172097
Good
Yes
Weekly
House
1,028
45,554
39
Female
4,481
Divorced
0
High School
Employed
15.716916
Suburban
Basic
2
8
461
5
2023-08-25 15:21:39.155231
Good
No
Rarely
Condo
2,366
45,555
37
Male
5,872
Married
1
PhD
null
9.057912
Urban
Premium
null
17
551
8
2024-03-18 15:21:39.226954
Average
No
Daily
Condo
679
45,556
60
Male
16,285
Married
4
High School
null
18.81679
Suburban
Comprehensive
0
6
607
9
2022-04-18 15:21:39.081504
Poor
Yes
Rarely
Condo
1,609
45,557
62
Male
43,893
Divorced
null
PhD
Employed
36.036746
Rural
Basic
3
18
638
2
2024-04-25 15:21:39.155231
Average
No
Rarely
Apartment
1,336
45,558
47
Female
14,087
Married
4
PhD
Self-Employed
10.690971
Rural
Basic
null
7
509
3
2022-01-08 15:21:39.251142
Poor
Yes
Monthly
Apartment
152
45,559
55
Male
3,367
Married
2
Bachelor's
Employed
25.660825
Suburban
Basic
1
16
388
5
2024-06-24 15:21:39.186212
Average
No
Weekly
House
861
45,560
44
Male
58,965
Married
3
High School
Unemployed
5.037157
Suburban
Comprehensive
1
6
442
5
2022-08-26 15:21:39.155231
Good
Yes
Daily
House
557
45,561
49
Male
8,494
Married
1
PhD
Self-Employed
15.091624
Urban
Comprehensive
0
12
449
7
2022-08-05 15:21:39.253660
Poor
No
Monthly
Apartment
1,825
45,562
41
Female
null
Married
0
PhD
null
16.948002
Rural
Premium
0
16
508
5
2024-05-10 15:21:39.164044
Average
Yes
Rarely
House
1,933
45,563
45
Male
1,540
Married
2
Master's
Unemployed
null
Suburban
Premium
null
18
null
8
2020-06-07 15:21:39.224915
Average
Yes
Rarely
House
723
45,564
38
Female
4,575
Divorced
0
Master's
null
6.641288
Rural
Premium
2
17
null
4
2022-05-13 15:21:39.279729
Good
No
Weekly
Apartment
2,082
45,565
21
Male
75,952
Divorced
0
High School
null
38.843275
Urban
Basic
2
8
739
8
2019-11-21 15:21:39.258696
Average
No
Weekly
House
3,107
45,566
52
Male
null
Married
0
Bachelor's
Employed
31.548715
Urban
Basic
1
7
null
7
2021-09-17 15:21:39.177724
null
Yes
Weekly
Condo
20
45,567
37
Male
43,878
Single
2
High School
Self-Employed
34.752433
Urban
Basic
null
6
503
6
2022-05-28 15:21:39.172097
Good
Yes
Rarely
House
430
45,568
44
Male
null
Married
2
Master's
Employed
21.993646
Rural
Comprehensive
0
7
693
7
2024-08-11 15:21:39.248098
Average
No
Weekly
Condo
160
45,569
23
Male
23,470
Single
3
Master's
Self-Employed
4.954616
Rural
Comprehensive
4
6
432
4
2022-01-25 15:21:39.155231
Good
No
Rarely
Apartment
515
45,570
43
Male
5,169
Married
4
Master's
Employed
31.295791
Urban
Comprehensive
0
7
554
9
2023-04-26 15:21:39.129190
Good
Yes
Rarely
Condo
124
45,571
56
Male
3,120
Married
0
High School
null
33.099826
Rural
Comprehensive
null
13
509
6
2023-03-04 15:21:39.237118
Poor
No
Daily
House
4,140
45,572
61
Female
3,872
Divorced
null
Master's
Self-Employed
17.184816
Urban
Comprehensive
2
4
552
4
2020-06-13 15:21:39.102694
Average
Yes
Daily
House
1,874
45,573
27
Male
12,079
Single
2
High School
null
null
Urban
Basic
null
13
454
8
2019-11-01 15:21:39.168099
Poor
No
Weekly
Condo
897
45,574
44
Female
16,109
Married
1
Bachelor's
Employed
34.865227
Urban
Basic
null
10
705
7
2023-07-31 15:21:39.146733
Good
No
Monthly
House
23
45,575
29
Male
19,254
Single
null
Bachelor's
Self-Employed
22.174888
Rural
Comprehensive
1
18
574
9
2021-04-14 15:21:39.219432
Average
Yes
Rarely
Condo
3,524
45,576
36
Female
4,465
Married
4
Bachelor's
null
9.38153
Suburban
Comprehensive
0
18
null
9
2020-05-22 15:21:39.289099
Poor
No
Monthly
Condo
25
45,577
28
Female
1,336
Single
null
PhD
Self-Employed
8.553751
Urban
Premium
3
17
530
4
2019-10-08 15:21:39.129190
Average
Yes
Daily
Condo
1,175
45,578
31
Male
16,074
Married
0
Bachelor's
null
26.696009
Rural
Premium
null
4
null
8
2023-04-04 15:21:39.154008
Poor
Yes
Weekly
House
681
45,579
59
Female
16,377
Divorced
4
Bachelor's
Employed
18.637999
Rural
Comprehensive
null
10
516
8
2023-12-22 15:21:39.207847
null
No
Rarely
House
687
45,580
21
Female
52,264
Married
4
PhD
Employed
null
Suburban
Comprehensive
4
2
null
6
2019-12-02 15:21:39.225916
Poor
No
Rarely
Apartment
1,106
45,581
20
Female
38,446
Single
4
High School
Self-Employed
34.191382
Suburban
Premium
null
5
565
7
2022-11-26 15:21:39.271453
Poor
No
Daily
House
1,127
45,582
63
Female
59,951
Single
3
PhD
Unemployed
21.982428
Urban
Basic
2
18
516
6
2020-09-10 15:21:39.226954
Good
Yes
Monthly
Apartment
3,166
45,583
61
Female
7,881
null
null
High School
Self-Employed
24.867407
Suburban
Basic
0
2
678
4
2021-02-25 15:21:39.192212
Good
Yes
Daily
House
543
45,584
42
Male
27,281
Single
2
Bachelor's
Unemployed
42.121834
Suburban
Comprehensive
0
13
757
8
2024-07-15 15:21:39.215386
Poor
Yes
Weekly
Apartment
724
45,585
52
Female
62,737
Divorced
2
Bachelor's
Self-Employed
22.826226
Rural
Basic
null
1
352
8
2020-08-22 15:21:39.236064
Good
Yes
Rarely
House
2,177
45,586
54
Female
5,871
Divorced
3
Bachelor's
Self-Employed
10.397026
Rural
Comprehensive
2
14
null
6
2023-02-27 15:21:39.186212
Poor
Yes
Weekly
House
493
45,587
39
Female
12,347
Married
null
PhD
Employed
24.566223
Suburban
Comprehensive
null
3
671
3
2022-03-14 15:21:39.246098
Average
Yes
Monthly
Apartment
2,756
45,588
45
Male
null
Divorced
3
PhD
null
29.887428
Rural
Basic
1
2
486
2
2021-02-14 15:21:39.237118
Average
No
Daily
Condo
40
45,589
51
Male
44,718
Divorced
4
PhD
Unemployed
14.625521
Urban
Comprehensive
3
4
626
3
2020-04-21 15:21:39.199447
Poor
Yes
Weekly
Apartment
846
45,590
49
Male
6,833
Divorced
2
Bachelor's
Unemployed
21.057468
Urban
Comprehensive
0
12
577
7
2021-03-18 15:21:39.211806
Average
No
Monthly
Condo
1,011
45,591
43
Female
35,017
Married
1
Master's
Employed
22.73516
Urban
Comprehensive
null
7
754
8
2020-09-05 15:21:39.134960
Good
No
Weekly
House
1,031
45,592
26
Female
135,718
Divorced
3
Master's
Self-Employed
8.797716
Urban
Premium
null
10
393
7
2020-02-09 15:21:39.149731
Average
Yes
Rarely
House
119
45,593
49
Male
1,417
Single
null
Bachelor's
Employed
43.813683
Suburban
Basic
2
4
642
5
2024-07-07 15:21:39.100695
Poor
Yes
Monthly
Apartment
2,156
45,594
30
Male
46,979
Married
2
Bachelor's
Employed
15.786913
Rural
Comprehensive
1
9
334
4
2023-09-07 15:21:39.231531
null
No
Daily
Condo
639
45,595
54
Male
1,363
Single
1
High School
Self-Employed
14.640917
Urban
Comprehensive
null
4
338
8
2021-06-24 15:21:39.213373
null
Yes
Rarely
Apartment
3,255
45,596
54
Male
44,284
Divorced
4
Master's
Employed
16.931506
Rural
Basic
0
3
607
3
2021-11-11 15:21:39.134960
Good
Yes
Weekly
Apartment
635
45,597
61
Female
9,104
Divorced
2
Master's
Employed
20.744193
Suburban
Premium
0
3
492
4
2023-08-25 15:21:39.155231
null
No
Daily
Condo
4,174
45,598
23
Female
68,146
Married
0
High School
Employed
23.703898
Suburban
Comprehensive
2
10
368
2
2021-07-20 15:21:39.189223
Average
Yes
Rarely
Condo
176
45,599
56
Female
40,802
Divorced
2
Master's
Self-Employed
11.7988
Urban
Basic
1
5
609
8
2022-07-01 15:21:39.134960
Good
Yes
Monthly
Condo
1,155