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
44,500
45
Male
null
Single
3
High School
Self-Employed
35.789518
Rural
Basic
null
19
420
9
2021-01-14 15:21:39.207847
Good
Yes
Monthly
Apartment
2,359
44,501
25
Male
52,204
Married
4
Bachelor's
null
39.793454
Urban
Basic
1
16
383
7
2020-10-10 15:21:39.202448
Good
Yes
Daily
House
1,312
44,502
56
Male
32,019
Divorced
3
Master's
null
11.555795
Rural
Comprehensive
null
8
755
1
2024-01-06 15:21:39.279729
Average
No
Daily
Apartment
1,313
44,503
52
Male
129,921
Married
4
PhD
null
23.534965
Urban
Basic
0
7
757
9
2024-07-25 15:21:39.231531
Poor
Yes
Rarely
Apartment
361
44,504
26
Female
3,240
Divorced
null
Master's
Employed
40.792565
Rural
Basic
0
15
355
4
2024-04-13 15:21:39.174719
Average
Yes
Monthly
Condo
678
44,505
31
Male
39,493
Single
0
Master's
null
26.818368
Urban
Basic
null
11
699
1
2021-10-09 15:21:39.095696
Poor
No
Weekly
House
435
44,506
60
Female
66,922
Married
0
High School
null
18.014586
Rural
Comprehensive
null
5
584
8
2019-12-16 15:21:39.226954
Average
Yes
Monthly
House
2,345
44,507
63
Male
61,570
null
4
Master's
Unemployed
52.604761
Rural
Comprehensive
null
18
485
8
2021-05-05 15:21:39.179186
Average
Yes
Rarely
Condo
589
44,508
50
Female
1,783
Divorced
1
Master's
Unemployed
50.846261
Suburban
Basic
1
17
null
3
2022-08-11 15:21:39.155231
Poor
No
Weekly
Apartment
2,113
44,509
33
Female
52,797
Married
2
Bachelor's
Self-Employed
9.547108
Rural
Premium
0
8
330
5
2024-06-19 15:21:39.245086
Poor
Yes
Monthly
Condo
629
44,510
28
Male
16,063
Divorced
1
Bachelor's
Unemployed
25.256777
Rural
Comprehensive
2
2
607
8
2023-09-01 15:21:39.143708
Average
Yes
Rarely
Condo
115
44,511
64
Female
4,640
Divorced
1
Bachelor's
null
17.168629
Suburban
Basic
0
14
684
4
2023-03-19 15:21:39.220389
null
Yes
Weekly
Condo
2,473
44,512
61
Male
18,600
Divorced
1
Bachelor's
Employed
28.486225
Urban
Basic
null
9
716
3
2020-07-15 15:21:39.102694
Average
Yes
Daily
Condo
1,071
44,513
39
Female
74,589
Married
3
High School
Unemployed
18.91223
Rural
Comprehensive
2
16
690
7
2021-12-13 15:21:39.187211
Good
Yes
Daily
Apartment
37
44,514
57
Female
51,552
Married
4
Bachelor's
null
22.036613
Urban
Comprehensive
1
6
370
5
2021-07-09 15:21:39.155231
Average
No
Weekly
Apartment
679
44,515
19
Male
91,049
Divorced
4
High School
Self-Employed
13.844614
Urban
Basic
null
12
497
8
2021-01-09 15:21:39.090124
Good
No
Monthly
House
39
44,516
39
Female
23,884
Single
1
Master's
Unemployed
8.594569
Rural
Comprehensive
1
2
749
7
2023-08-18 15:21:39.181605
Average
No
Weekly
Apartment
29
44,517
61
Male
36,241
Married
2
Master's
Self-Employed
14.137955
Suburban
Basic
2
11
647
7
2023-06-21 15:21:39.092127
Poor
Yes
Monthly
Condo
1,298
44,518
49
Male
3,720
Divorced
3
Bachelor's
Unemployed
23.610058
Urban
Comprehensive
1
18
808
3
2023-05-12 15:21:39.155231
Good
Yes
Daily
Condo
2,692
44,519
21
Female
5,909
Married
1
Master's
Self-Employed
45.028438
Rural
Premium
2
15
727
6
2019-11-06 15:21:39.209847
Good
No
Weekly
Apartment
881
44,520
29
Male
29,892
Single
2
Master's
null
17.582328
Suburban
Basic
null
14
null
8
2021-07-08 15:21:39.221386
Good
No
Daily
Apartment
22
44,521
45
Male
35,139
Divorced
3
Master's
Unemployed
18.587859
Urban
Comprehensive
null
12
null
3
2020-03-06 15:21:39.134960
Good
Yes
Weekly
Apartment
1,414
44,522
20
Female
4,520
Single
null
PhD
Self-Employed
30.804212
Rural
Basic
1
7
425
3
2021-05-08 15:21:39.261856
Poor
Yes
Rarely
Apartment
1,508
44,523
53
Female
44,049
Single
3
Bachelor's
Self-Employed
15.087619
Suburban
Premium
1
7
539
5
2022-04-17 15:21:39.155231
Poor
No
Daily
House
792
44,524
35
Female
26,284
Married
3
High School
null
9.01795
Urban
Comprehensive
0
19
737
7
2020-04-15 15:21:39.155231
Average
Yes
Monthly
House
2,188
44,525
35
Female
9,961
Single
0
High School
Employed
48.416856
Suburban
Comprehensive
0
0
584
6
2019-10-24 15:21:39.134960
Average
Yes
Daily
House
1,377
44,526
35
Female
72,364
Single
3
Master's
null
null
Urban
Comprehensive
1
18
468
1
2023-09-29 15:21:39.171102
null
Yes
Weekly
House
886
44,527
26
Male
21,807
Single
4
Master's
Self-Employed
19.007563
Suburban
Premium
1
12
510
5
2019-10-23 15:21:39.208842
Good
Yes
Daily
Condo
40
44,528
18
Male
44,354
Divorced
4
High School
Employed
27.726852
Suburban
Premium
null
10
null
4
2020-01-28 15:21:39.194829
Average
No
Daily
Condo
549
44,529
38
Male
12,891
Divorced
3
PhD
Employed
20.270794
Suburban
Premium
1
13
603
1
2024-01-16 15:21:39.201446
Poor
Yes
Daily
House
595
44,530
64
Male
19,735
Single
3
Bachelor's
Self-Employed
6.179315
Urban
Comprehensive
null
6
382
5
2021-10-29 15:21:39.237118
Average
Yes
Rarely
Condo
1,343
44,531
45
Male
13,671
Divorced
0
Master's
null
25.548428
Suburban
Premium
null
15
446
6
2021-01-01 15:21:39.087123
Poor
No
Rarely
House
704
44,532
35
Male
77,553
Divorced
4
Master's
Unemployed
8.812122
Urban
Premium
null
15
313
2
2024-08-01 15:21:39.134960
Average
Yes
Daily
Apartment
2,239
44,533
38
Male
28,685
Single
3
High School
Unemployed
4.648401
Urban
Basic
null
1
467
7
2020-09-13 15:21:39.183598
Good
Yes
Weekly
House
1,089
44,534
35
Male
7,078
Married
4
High School
Employed
39.18559
Suburban
Premium
1
0
841
5
2019-09-05 15:21:39.155231
Poor
Yes
Monthly
Condo
456
44,535
33
Female
944
Divorced
2
Bachelor's
Unemployed
35.16502
Urban
Premium
1
16
782
3
2022-05-19 15:21:39.209847
null
Yes
Monthly
Condo
907
44,536
53
Female
14,054
Married
0
PhD
Employed
33.569366
Suburban
Comprehensive
0
1
682
1
2023-07-14 15:21:39.155231
Poor
Yes
Daily
Condo
603
44,537
32
Female
2,628
Married
3
Bachelor's
null
24.804724
Urban
Premium
4
15
null
4
2021-04-03 15:21:39.256696
Average
No
Monthly
Condo
1,231
44,538
38
Male
null
Divorced
4
PhD
null
null
Rural
Basic
1
12
393
7
2021-09-23 15:21:39.134960
Average
Yes
Daily
Condo
2,133
44,539
53
Male
24,891
Divorced
3
Master's
Unemployed
23.016686
Rural
Basic
0
14
519
7
2024-01-29 15:21:39.126661
Average
Yes
Monthly
Condo
627
44,540
37
Female
23,982
Divorced
4
High School
Unemployed
26.398877
Urban
Comprehensive
0
18
600
2
2020-09-20 15:21:39.134960
Poor
No
Rarely
Apartment
3,063
44,541
20
Female
22,853
Single
4
Bachelor's
Unemployed
15.865914
Suburban
Premium
null
4
407
5
2023-12-18 15:21:39.155231
Good
Yes
Monthly
Apartment
3,294
44,542
64
Female
5,854
Single
3
High School
Self-Employed
45.787734
Suburban
Basic
null
4
841
6
2022-01-04 15:21:39.237118
Average
Yes
Weekly
House
1,434
44,543
36
Female
26,963
Married
3
PhD
Employed
32.131368
Rural
Comprehensive
1
6
835
1
2019-12-17 15:21:39.133866
Average
Yes
Rarely
House
749
44,544
44
Female
83,337
Married
1
Bachelor's
null
null
Rural
Comprehensive
1
18
398
8
2021-11-27 15:21:39.226954
null
No
Weekly
Apartment
872
44,545
56
Female
2,098
Divorced
4
High School
Self-Employed
17.844444
Rural
Premium
1
10
536
7
2021-04-17 15:21:39.134960
Good
Yes
Monthly
Condo
292
44,546
23
Female
7,162
null
4
Bachelor's
null
6.674092
Rural
Comprehensive
1
17
646
4
2019-09-07 15:21:39.204790
Average
Yes
Monthly
House
4,728
44,547
36
Male
20,983
Married
2
Bachelor's
Unemployed
13.723779
Suburban
Basic
null
3
null
6
2021-05-16 15:21:39.237118
Average
Yes
Monthly
Condo
712
44,548
44
Male
5,730
Divorced
2
Master's
Self-Employed
35.097385
Rural
Comprehensive
null
15
536
9
2020-11-26 15:21:39.081504
Good
No
Rarely
Condo
1,134
44,549
21
Male
94,424
Married
3
High School
null
20.071368
Suburban
Premium
0
2
447
4
2022-12-04 15:21:39.225916
Average
Yes
Weekly
Condo
1,592
44,550
62
Female
null
Divorced
2
Master's
Unemployed
13.420074
Suburban
Basic
0
7
337
3
2021-05-14 15:21:39.215386
Poor
Yes
Rarely
Condo
729
44,551
54
Female
8,567
Single
1
Master's
Unemployed
21.964317
Suburban
Premium
null
13
618
1
2020-09-28 15:21:39.194829
Poor
Yes
Daily
Apartment
731
44,552
25
Female
86,809
Single
null
Master's
Self-Employed
11.378906
Suburban
Basic
null
11
404
2
2022-10-05 15:21:39.149731
Poor
Yes
Rarely
House
1,655
44,553
44
Male
1,148
Married
0
High School
Unemployed
32.5671
Rural
Basic
null
15
364
4
2020-07-24 15:21:39.126661
Poor
No
Rarely
Condo
616
44,554
55
Female
74,699
Divorced
1
High School
null
20.392286
Suburban
Comprehensive
0
6
422
6
2023-02-11 15:21:39.121169
Good
No
Daily
House
174
44,555
51
Male
1,609
Single
0
PhD
Employed
15.291234
Suburban
Premium
1
3
552
1
2020-12-29 15:21:39.094752
Good
No
Weekly
Apartment
2,570
44,556
42
Male
39,731
Married
1
PhD
null
23.918075
Rural
Comprehensive
null
5
762
8
2021-06-24 15:21:39.092127
Average
No
Rarely
House
35
44,557
43
Female
25,602
Married
2
High School
Self-Employed
19.677718
Rural
Basic
0
16
630
9
2020-09-21 15:21:39.194829
Poor
Yes
Rarely
Apartment
494
44,558
31
Male
48,550
Married
0
PhD
Unemployed
9.497763
Suburban
Premium
null
12
434
4
2020-08-18 15:21:39.285112
Average
No
Monthly
Condo
746
44,559
24
Male
2,965
Married
1
PhD
null
21.974258
Urban
Comprehensive
0
4
null
6
2020-01-28 15:21:39.273973
Average
Yes
Weekly
Apartment
2,349
44,560
35
Male
null
Married
3
Bachelor's
Self-Employed
23.001775
Rural
Basic
2
19
718
1
2020-01-04 15:21:39.155231
null
No
Weekly
House
40
44,561
52
Female
37,374
Married
2
Bachelor's
Employed
4.935217
Rural
Premium
0
1
351
3
2021-11-19 15:21:39.134960
Good
Yes
Weekly
Condo
37
44,562
61
Female
124,569
Divorced
3
High School
Employed
47.339993
Urban
Basic
0
10
573
7
2022-05-15 15:21:39.255696
Average
No
Daily
House
4,261
44,563
28
Male
3,563
Married
3
PhD
Self-Employed
14.336415
Suburban
Basic
2
14
558
4
2020-04-02 15:21:39.194829
Poor
Yes
Monthly
House
806
44,564
26
Female
40,529
Single
4
Bachelor's
Self-Employed
49.754156
Urban
Premium
null
18
422
5
2024-03-12 15:21:39.087123
Good
Yes
Rarely
House
663
44,565
55
Male
23,648
Married
1
PhD
Employed
29.122959
Suburban
Comprehensive
0
8
687
2
2023-09-02 15:21:39.251142
Poor
No
Monthly
Apartment
2,146
44,566
27
Female
22,734
Divorced
0
High School
null
36.882213
Rural
Basic
1
18
785
4
2020-06-02 15:21:39.094752
Average
Yes
Monthly
Condo
1,005
44,567
60
Male
16,582
Married
2
PhD
Self-Employed
25.948167
Rural
Premium
null
7
585
8
2021-06-28 15:21:39.182597
Average
Yes
Rarely
Apartment
1,447
44,568
38
Male
null
Married
null
Bachelor's
null
26.913963
Urban
Comprehensive
0
6
807
6
2021-09-23 15:21:39.226954
Good
No
Monthly
Apartment
312
44,569
46
Male
11,380
Single
2
PhD
Employed
12.826386
Rural
Comprehensive
0
6
373
1
2021-11-28 15:21:39.288099
Poor
Yes
Rarely
House
866
44,570
46
Female
31,837
Divorced
0
PhD
Unemployed
16.828597
Rural
Basic
1
14
769
7
2024-07-05 15:21:39.193945
Good
Yes
Daily
Condo
1,149
44,571
31
Female
23,892
Married
3
High School
null
43.679911
Rural
Premium
1
19
726
1
2021-09-29 15:21:39.237118
Average
No
Monthly
Condo
813
44,572
57
Male
18,127
Married
0
Master's
Unemployed
23.630512
Suburban
Comprehensive
1
16
null
4
2019-12-02 15:21:39.134960
Average
Yes
Daily
House
1,073
44,573
61
Female
63,142
Single
3
High School
Unemployed
28.609417
Urban
Premium
0
12
null
6
2022-05-02 15:21:39.134960
Average
No
Monthly
House
347
44,574
40
Male
35,887
Single
4
Master's
Self-Employed
34.123101
Suburban
Basic
0
9
477
4
2023-01-20 15:21:39.155231
Average
Yes
Monthly
House
2,291
44,575
42
Female
7,077
Single
1
Bachelor's
Employed
31.829481
Urban
Premium
3
0
719
6
2020-08-20 15:21:39.248098
Average
No
Rarely
Apartment
668
44,576
51
Male
25,531
Married
0
PhD
null
33.966705
Urban
Basic
0
12
612
4
2022-06-20 15:21:39.086123
Good
Yes
Weekly
Apartment
1,426
44,577
36
Male
33,124
Single
null
Bachelor's
Employed
15.514416
Urban
Comprehensive
2
17
409
6
2022-12-15 15:21:39.155231
Good
No
Rarely
House
1,434
44,578
19
Male
106,436
Divorced
4
PhD
Employed
18.697521
Urban
Basic
0
15
587
5
2019-08-25 15:21:39.146733
Poor
Yes
Weekly
Condo
25
44,579
26
Female
44,727
Divorced
1
Master's
null
50.829776
Urban
Premium
2
8
725
8
2020-12-31 15:21:39.254678
Poor
Yes
Weekly
Apartment
954
44,580
49
Male
5,743
Married
4
High School
Unemployed
43.09269
Suburban
Comprehensive
null
2
802
4
2021-12-03 15:21:39.090124
Average
No
Weekly
Apartment
1,036
44,581
19
Female
538
Single
3
Bachelor's
Self-Employed
19.037156
Suburban
Comprehensive
0
17
787
6
2023-11-25 15:21:39.249100
Good
Yes
Rarely
House
39
44,582
57
Male
90,345
Single
2
Bachelor's
Self-Employed
37.31877
Suburban
Comprehensive
3
11
752
7
2019-11-22 15:21:39.170099
Average
Yes
Rarely
Apartment
2,541
44,583
61
Male
6,072
Divorced
2
High School
Self-Employed
null
Rural
Comprehensive
0
16
442
6
2021-03-31 15:21:39.145732
Poor
Yes
Daily
Condo
1,161
44,584
43
Female
43,412
Married
4
PhD
null
20.739201
Urban
Comprehensive
1
15
670
7
2020-09-15 15:21:39.134960
null
No
Daily
Condo
596
44,585
35
Male
17,076
Married
2
Master's
null
7.678216
Rural
Comprehensive
null
11
449
3
2020-02-06 15:21:39.134960
Average
No
Monthly
Condo
846
44,586
26
Female
24,729
Single
2
High School
Unemployed
46.48213
Urban
Premium
null
13
837
5
2021-09-07 15:21:39.172097
Good
No
Weekly
Condo
1,479
44,587
22
Male
61,470
Divorced
null
High School
Employed
31.164426
Urban
Premium
null
13
488
6
2020-11-27 15:21:39.177724
Average
Yes
Rarely
Condo
1,841
44,588
47
Male
18,073
Divorced
4
Master's
null
8.641409
Rural
Premium
null
16
677
2
2023-09-14 15:21:39.172097
Good
No
Monthly
House
1,360
44,589
47
Male
5,539
Married
0
Master's
Employed
17.86719
Urban
Comprehensive
1
9
null
9
2021-08-15 15:21:39.254678
Good
No
Monthly
Apartment
88
44,590
22
Male
27,925
Married
3
Bachelor's
Unemployed
10.944758
Urban
Comprehensive
1
1
513
9
2020-11-04 15:21:39.251142
Good
No
Monthly
House
263
44,591
63
Female
3,248
Married
4
High School
null
null
Urban
Basic
null
10
569
9
2022-12-08 15:21:39.134960
Average
No
Daily
Condo
632
44,592
28
Female
15,987
Single
1
High School
Unemployed
46.890356
Urban
Comprehensive
0
5
null
6
2021-09-08 15:21:39.249100
Poor
No
Rarely
House
434
44,593
46
Female
5,155
Single
1
Master's
Employed
43.844578
Rural
Premium
null
13
520
3
2022-04-10 15:21:39.087123
null
Yes
Rarely
House
282
44,594
26
Female
42,215
Divorced
2
High School
Unemployed
8.61394
Suburban
Comprehensive
1
3
408
8
2021-07-10 15:21:39.146733
Average
Yes
Weekly
Condo
525
44,595
22
Female
516
Married
4
Bachelor's
null
25.719286
Suburban
Basic
0
14
438
6
2020-10-06 15:21:39.175719
Good
No
Weekly
Apartment
958
44,596
37
Female
15,886
Married
1
Master's
Employed
null
Rural
Premium
3
0
583
7
2022-10-14 15:21:39.235012
Average
Yes
Rarely
Condo
699
44,597
31
Female
4,715
Single
2
High School
null
null
Suburban
Comprehensive
0
7
665
6
2019-10-27 15:21:39.154008
Good
Yes
Weekly
House
2,285
44,598
39
Female
17,095
Single
0
High School
Unemployed
25.874992
Rural
Comprehensive
2
12
779
8
2024-05-08 15:21:39.134960
Poor
No
Rarely
Condo
553
44,599
49
Male
11,208
Single
2
PhD
null
5.273531
Suburban
Comprehensive
null
2
441
7
2020-11-27 15:21:39.279729
Good
Yes
Monthly
House
1,887