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
1,186,500
23
Male
99,692
Single
3
Bachelor's
null
29.917938
Suburban
Basic
0
4
354
7
2023-03-06 15:21:39.106582
Good
Yes
Monthly
Condo
293
1,186,501
58
Female
26,659
Single
3
High School
Self-Employed
14.346514
Suburban
Basic
null
6
665
1
2020-10-19 15:21:39.173834
Average
Yes
Rarely
Apartment
602
1,186,502
23
Female
13,821
Married
1
PhD
Unemployed
24.755883
Rural
Basic
2
18
549
2
2019-12-21 15:21:39.230483
null
No
Monthly
Apartment
231
1,186,503
43
Female
93,954
Divorced
2
PhD
Employed
26.654571
Urban
Basic
1
2
300
5
2020-10-04 15:21:39.253660
Average
No
Daily
Condo
556
1,186,504
18
Female
31,211
Divorced
1
Master's
Unemployed
18.402826
Suburban
Premium
0
11
725
9
2021-08-20 15:21:39.252145
Good
No
Weekly
Condo
561
1,186,505
51
Male
38,862
Divorced
1
Bachelor's
null
18.554094
Rural
Basic
0
15
464
6
2023-01-26 15:21:39.173834
Average
No
Monthly
Condo
2,114
1,186,506
61
Female
20,602
Single
null
High School
null
21.63416
Rural
Basic
null
4
817
5
2022-02-10 15:21:39.237118
Good
No
Rarely
House
48
1,186,507
26
Male
6,829
Married
4
Master's
Employed
51.702911
Rural
Basic
0
10
567
1
2020-05-04 15:21:39.271453
Average
Yes
Rarely
Condo
24
1,186,508
49
Male
17,123
Divorced
1
Master's
Unemployed
13.673868
Rural
Basic
1
17
629
6
2022-10-18 15:21:39.220389
Average
Yes
Monthly
House
1,017
1,186,509
36
Female
50,247
Married
3
Master's
Unemployed
29.912524
Suburban
Basic
1
10
356
6
2019-12-09 15:21:39.175719
Poor
No
Monthly
Apartment
2,384
1,186,510
26
Female
123,765
Married
2
High School
null
13.64173
Suburban
Basic
2
17
406
9
2022-10-11 15:21:39.218388
Poor
Yes
Daily
House
1,034
1,186,511
20
Female
27,726
Married
1
High School
null
24.395982
Urban
Premium
1
11
630
6
2020-03-31 15:21:39.122134
Poor
Yes
Rarely
House
1,521
1,186,512
59
Male
43,975
Single
2
High School
Unemployed
15.631505
Suburban
Comprehensive
1
3
803
5
2021-07-11 15:21:39.210805
Good
Yes
Rarely
Apartment
513
1,186,513
30
Female
8,292
Divorced
null
Bachelor's
null
15.049151
Suburban
Premium
0
5
629
8
2021-09-24 15:21:39.252145
Average
Yes
Rarely
Condo
1,103
1,186,514
18
Male
8,982
Married
2
Master's
Employed
3.977101
Urban
Premium
0
0
687
8
2023-06-15 15:21:39.134960
Average
Yes
Daily
Apartment
589
1,186,515
25
Female
615
Married
2
High School
null
12.926605
Suburban
Basic
0
8
679
3
2022-06-01 15:21:39.155231
Poor
No
Monthly
Condo
29
1,186,516
50
Male
null
Single
0
High School
null
32.064365
Rural
Basic
2
11
752
4
2022-11-12 15:21:39.173834
Good
Yes
Rarely
Apartment
395
1,186,517
42
Female
45,291
Single
3
PhD
Self-Employed
5.913207
Suburban
Premium
null
6
472
7
2020-12-27 15:21:39.134960
Average
No
Weekly
Apartment
2,776
1,186,518
48
Male
18,095
Married
2
Master's
Employed
50.099658
Suburban
Comprehensive
2
9
709
7
2023-12-21 15:21:39.226954
Poor
Yes
Rarely
Apartment
789
1,186,519
28
Male
35
Married
1
Bachelor's
Self-Employed
8.58289
Urban
Premium
0
10
null
2
2022-01-09 15:21:39.244069
Good
Yes
Weekly
Condo
1,377
1,186,520
49
Female
7,881
Married
0
High School
Self-Employed
15.957113
Rural
Comprehensive
0
7
774
7
2021-01-21 15:21:39.134960
Good
Yes
Monthly
Condo
881
1,186,521
31
Male
76,232
Married
0
High School
null
18.072812
Suburban
Basic
1
12
534
1
2023-02-23 15:21:39.214388
Average
Yes
Weekly
Apartment
281
1,186,522
32
Male
14,983
Married
0
Master's
Self-Employed
24.559953
Urban
Basic
2
6
701
3
2020-11-14 15:21:39.134960
Average
No
Daily
Condo
692
1,186,523
40
Male
29,642
Married
0
High School
null
25.584667
Suburban
Basic
1
5
534
9
2020-08-24 15:21:39.088124
Average
Yes
Weekly
Apartment
124
1,186,524
61
Female
8,073
Married
2
High School
Unemployed
24.637307
Rural
Comprehensive
1
5
null
4
2021-01-06 15:21:39.134960
Good
No
Daily
Apartment
1,166
1,186,525
35
Male
6,959
Single
null
Master's
Unemployed
19.137413
Urban
Basic
null
15
null
3
2021-12-15 15:21:39.175719
Good
No
Rarely
House
566
1,186,526
27
Female
46,203
Married
2
Bachelor's
null
13.84949
Suburban
Basic
1
2
704
6
2022-08-03 15:21:39.134960
Good
No
Daily
Condo
2,363
1,186,527
44
Female
23,891
Divorced
4
PhD
null
35.891531
Suburban
Basic
0
3
434
4
2024-02-18 15:21:39.257696
Average
No
Daily
House
1,475
1,186,528
54
Male
11,587
Single
0
PhD
Unemployed
42.811104
Suburban
Comprehensive
1
7
632
5
2023-03-15 15:21:39.172097
Good
No
Rarely
Condo
1,595
1,186,529
26
Female
2,312
null
1
PhD
Unemployed
13.940929
Suburban
Basic
1
3
738
6
2020-09-22 15:21:39.144722
Average
No
Monthly
Condo
2,732
1,186,530
32
Male
3,852
Single
4
PhD
Self-Employed
12.242361
Urban
Comprehensive
1
8
827
3
2023-08-19 15:21:39.192212
Good
Yes
Monthly
Apartment
35
1,186,531
59
Female
24,991
Single
3
Bachelor's
null
null
Urban
Comprehensive
0
1
494
8
2023-06-25 15:21:39.211806
Poor
Yes
Rarely
Apartment
515
1,186,532
20
Female
14,092
Single
1
High School
Unemployed
20.817366
Rural
Premium
1
1
478
8
2020-05-30 15:21:39.244069
Average
Yes
Weekly
Condo
461
1,186,533
28
Male
18,641
Married
2
Master's
Employed
23.958902
Suburban
Premium
3
3
528
9
2024-06-19 15:21:39.087123
Good
No
Daily
House
593
1,186,534
45
Female
63,840
Divorced
3
Bachelor's
Employed
22.719252
Suburban
Basic
1
19
431
3
2021-10-26 15:21:39.173834
Good
No
Weekly
Apartment
830
1,186,535
32
Male
14,658
Divorced
0
Bachelor's
Unemployed
8.639606
Suburban
Comprehensive
1
11
744
8
2022-10-26 15:21:39.134960
Average
No
Monthly
Condo
1,691
1,186,536
35
Male
71,832
Married
4
Master's
Employed
17.974126
Suburban
Comprehensive
null
14
353
2
2023-07-22 15:21:39.272456
null
Yes
Monthly
Apartment
822
1,186,537
49
Male
29,246
Divorced
2
PhD
Unemployed
34.391621
Suburban
Premium
0
10
null
2
2019-11-03 15:21:39.186212
Good
Yes
Daily
Condo
4,708
1,186,538
32
Male
126,597
Single
4
High School
Unemployed
29.6887
Rural
Basic
null
18
411
6
2020-09-03 15:21:39.272456
Poor
Yes
Weekly
Apartment
1,820
1,186,539
45
Male
16,155
Single
4
High School
Self-Employed
27.772466
Urban
Comprehensive
1
2
567
2
2024-02-13 15:21:39.133866
Good
No
Weekly
Apartment
1,758
1,186,540
62
Female
35,781
Married
null
PhD
Employed
19.692345
Rural
Premium
1
11
589
4
2020-01-22 15:21:39.155231
Poor
No
Rarely
Apartment
1,457
1,186,541
34
Female
null
Married
4
Bachelor's
Employed
23.492039
Urban
Comprehensive
2
0
794
2
2024-03-11 15:21:39.091080
Good
No
Weekly
House
391
1,186,542
62
Male
18,405
Divorced
4
High School
null
11.980639
Rural
Comprehensive
0
1
663
6
2020-08-07 15:21:39.172097
Good
Yes
Weekly
House
831
1,186,543
47
Female
75,551
Divorced
1
PhD
Unemployed
6.469968
Suburban
Basic
1
17
356
2
2020-05-23 15:21:39.134960
Poor
No
Daily
Condo
921
1,186,544
32
Male
34,184
Divorced
3
Bachelor's
Unemployed
19.92431
Urban
Basic
2
7
633
5
2020-12-22 15:21:39.155231
Poor
No
Monthly
Condo
1,271
1,186,545
46
Male
17,900
Married
3
Master's
Unemployed
6.867389
Urban
Comprehensive
1
2
509
8
2022-07-17 15:21:39.283783
Good
No
Monthly
House
50
1,186,546
42
Male
15,886
Divorced
4
Bachelor's
Unemployed
16.493412
Rural
Comprehensive
2
10
796
4
2021-05-20 15:21:39.092127
Poor
Yes
Monthly
House
688
1,186,547
32
Male
43,432
Married
3
PhD
Employed
8.679718
Rural
Basic
null
5
473
5
2022-09-15 15:21:39.185215
Good
No
Weekly
Condo
843
1,186,548
40
Male
17,241
Divorced
4
PhD
Unemployed
10.914496
Urban
Basic
1
17
677
7
2020-07-15 15:21:39.244069
Poor
Yes
Rarely
Apartment
1,552
1,186,549
64
Female
874
Divorced
3
Bachelor's
Self-Employed
14.698979
Rural
Comprehensive
2
1
596
9
2020-08-21 15:21:39.155231
Good
Yes
Monthly
House
1,245
1,186,550
63
Female
86,315
Divorced
2
Bachelor's
Unemployed
12.749112
Urban
Comprehensive
0
14
390
8
2022-11-15 15:21:39.230483
Average
No
Daily
Condo
1,063
1,186,551
64
Female
14,096
Divorced
2
Master's
Unemployed
20.865905
Urban
Basic
null
0
null
1
2021-02-24 15:21:39.091080
Good
Yes
Rarely
House
561
1,186,552
51
Male
45,411
Married
2
Bachelor's
null
31.245864
Urban
Premium
null
19
644
6
2021-08-28 15:21:39.086123
Average
Yes
Weekly
Apartment
1,534
1,186,553
61
Male
17,900
Married
0
Bachelor's
Unemployed
16.616816
Suburban
Basic
2
6
635
6
2024-06-08 15:21:39.147735
Poor
Yes
Monthly
Condo
546
1,186,554
48
Male
10,192
Married
4
Bachelor's
null
35.679213
Rural
Comprehensive
2
10
658
9
2022-02-27 15:21:39.180553
Good
No
Daily
Condo
241
1,186,555
41
Female
74,081
Married
3
PhD
null
null
Urban
Premium
2
4
453
2
2024-07-13 15:21:39.086123
Good
Yes
Monthly
House
738
1,186,556
50
Female
90,929
Single
3
PhD
Unemployed
5.845609
Urban
Premium
null
13
427
4
2023-01-29 15:21:39.252145
Average
Yes
Rarely
House
871
1,186,557
62
Male
4,425
Single
1
High School
Unemployed
23.141956
Rural
Premium
1
9
567
6
2022-07-06 15:21:39.134960
Poor
No
Rarely
Apartment
2,743
1,186,558
53
Male
72,961
Married
null
Master's
Employed
23.152705
Suburban
Basic
1
9
334
1
2022-05-21 15:21:39.134960
Good
No
Monthly
Condo
822
1,186,559
29
Female
17,087
Married
4
Bachelor's
null
9.081318
Suburban
Comprehensive
2
13
697
2
2021-12-12 15:21:39.237118
Good
No
Daily
Apartment
675
1,186,560
47
Female
9,708
Married
1
Master's
Employed
8.79339
Urban
Premium
1
2
727
8
2022-06-25 15:21:39.098696
Good
No
Rarely
Condo
1,476
1,186,561
32
Female
17,001
Married
3
Master's
Unemployed
17.050015
Rural
Comprehensive
null
2
358
4
2023-11-21 15:21:39.132191
Average
No
Monthly
Apartment
1,070
1,186,562
50
Female
1,555
Married
1
High School
null
7.571036
Rural
Premium
null
3
707
5
2023-03-20 15:21:39.220389
Poor
No
Monthly
Apartment
2,681
1,186,563
35
Male
24,981
Single
4
Bachelor's
Unemployed
8.584901
Suburban
Comprehensive
0
15
759
9
2021-07-20 15:21:39.255696
Poor
No
Daily
House
1,358
1,186,564
27
Male
13,416
Divorced
1
PhD
null
27.912486
Urban
Basic
2
8
479
3
2021-07-20 15:21:39.258696
Poor
No
Weekly
House
1,488
1,186,565
42
Female
2,726
Divorced
0
PhD
Employed
22.73432
Rural
Basic
2
5
674
2
2020-08-06 15:21:39.208842
Poor
No
Daily
Apartment
485
1,186,566
43
Male
15,485
Divorced
1
PhD
Self-Employed
22.396216
Rural
Basic
1
8
null
8
2022-10-16 15:21:39.237118
Poor
No
Monthly
Apartment
675
1,186,567
46
Female
30,663
Single
1
High School
null
19.181396
Rural
Premium
null
2
785
5
2021-10-31 15:21:39.256696
Good
No
Monthly
Apartment
975
1,186,568
41
Male
30,221
Divorced
0
Master's
Unemployed
23.599714
Urban
Premium
0
6
807
2
2023-04-01 15:21:39.272456
Average
No
Weekly
Apartment
437
1,186,569
30
Female
23,485
Single
2
Master's
Self-Employed
13.707924
Suburban
Basic
null
10
796
6
2023-01-02 15:21:39.224915
Average
Yes
Rarely
Condo
506
1,186,570
27
Female
25,800
Single
0
High School
Unemployed
33.088913
Suburban
Comprehensive
null
15
456
5
2019-11-16 15:21:39.081504
Good
No
Monthly
Condo
817
1,186,571
64
Female
22,348
Divorced
4
Bachelor's
Self-Employed
18.583579
Suburban
Premium
1
6
355
5
2020-04-06 15:21:39.151732
null
No
Rarely
Apartment
1,718
1,186,572
35
Female
5,907
Single
4
Bachelor's
null
26.894127
Urban
Basic
1
12
377
3
2023-11-21 15:21:39.112553
Poor
Yes
Rarely
House
4,366
1,186,573
42
Female
16,123
Divorced
4
Master's
Unemployed
25.957457
Suburban
Basic
null
12
578
2
2021-08-13 15:21:39.171102
Good
Yes
Weekly
House
1,069
1,186,574
47
Female
1,016
Married
2
Master's
Employed
5.085506
Urban
Comprehensive
2
0
724
8
2020-11-04 15:21:39.256696
Average
Yes
Monthly
House
2,626
1,186,575
44
Female
35,216
Married
3
Bachelor's
null
25.354291
Rural
Comprehensive
1
11
486
6
2023-11-18 15:21:39.087123
Poor
No
Daily
Apartment
1,255
1,186,576
44
Male
63,445
Single
0
PhD
Unemployed
2.488216
Rural
Premium
1
11
834
7
2023-07-19 15:21:39.152732
Average
No
Daily
Apartment
728
1,186,577
41
Male
30,260
Married
0
PhD
Employed
15.677502
Urban
Comprehensive
null
8
817
8
2020-07-11 15:21:39.164044
Average
Yes
Monthly
House
1,199
1,186,578
57
Male
10,029
Single
2
High School
Employed
36.66482
Urban
Premium
null
13
467
7
2021-07-20 15:21:39.164044
Good
Yes
Rarely
House
1,622
1,186,579
39
Male
31,895
Divorced
3
PhD
Self-Employed
49.861518
Suburban
Comprehensive
null
17
702
1
2020-08-28 15:21:39.126661
Poor
No
Rarely
House
1,016
1,186,580
46
Female
17,343
Divorced
2
High School
null
3.508759
Rural
Premium
null
17
355
5
2019-09-15 15:21:39.224915
Poor
Yes
Rarely
Condo
1,031
1,186,581
30
Male
92,317
Single
2
High School
Self-Employed
27.385082
Rural
Premium
0
12
402
6
2019-12-28 15:21:39.096739
Average
Yes
Daily
Apartment
481
1,186,582
44
Female
20,597
Divorced
null
Bachelor's
Employed
null
Urban
Premium
null
9
676
6
2021-07-25 15:21:39.155231
Average
No
Daily
House
1,266
1,186,583
38
Female
1,607
Single
null
Master's
Unemployed
16.568929
Suburban
Premium
0
9
653
6
2023-07-19 15:21:39.155231
null
Yes
Weekly
House
822
1,186,584
26
Female
1,823
Single
1
PhD
null
42.539875
Suburban
Premium
1
13
null
8
2022-02-24 15:21:39.261856
Average
Yes
Monthly
Condo
2,518
1,186,585
42
Female
381
Divorced
null
Bachelor's
Employed
44.382226
Suburban
Premium
null
10
null
4
2020-05-13 15:21:39.108562
Good
No
Weekly
Condo
28
1,186,586
39
Male
39,514
Divorced
0
PhD
Employed
49.489937
Rural
Premium
1
16
637
6
2022-05-31 15:21:39.093681
Poor
Yes
Weekly
Condo
392
1,186,587
43
Male
null
Single
3
High School
Unemployed
51.878561
Urban
Comprehensive
0
19
793
1
2020-12-29 15:21:39.190215
Poor
Yes
Rarely
House
1,142
1,186,588
33
Male
25,962
Single
2
High School
Employed
4.038845
Suburban
Comprehensive
0
13
null
3
2021-12-19 15:21:39.177724
Poor
No
Rarely
Condo
825
1,186,589
26
Female
44,505
Single
1
Master's
null
29.382168
Urban
Basic
0
14
822
9
2022-04-19 15:21:39.202448
Good
Yes
Monthly
House
1,311
1,186,590
25
Female
16,669
Single
0
Bachelor's
null
41.456073
Rural
Premium
3
0
573
3
2022-12-14 15:21:39.263607
Poor
No
Weekly
Condo
1,601
1,186,591
60
Female
26,981
Married
0
PhD
Self-Employed
31.131865
Suburban
Comprehensive
0
4
null
4
2023-10-08 15:21:39.165120
Good
No
Rarely
Condo
2,503
1,186,592
47
Male
8,071
null
4
PhD
Self-Employed
13.567282
Urban
Basic
null
13
780
6
2020-11-04 15:21:39.144722
Good
Yes
Monthly
Condo
860
1,186,593
46
Female
29,585
Married
2
High School
null
25.99902
Urban
Premium
null
4
585
3
2021-08-10 15:21:39.155231
Poor
Yes
Daily
Condo
2,652
1,186,594
54
Female
null
Married
1
High School
Employed
39.070138
Suburban
Premium
1
16
384
3
2021-09-28 15:21:39.220389
Poor
No
Weekly
Condo
1,035
1,186,595
52
Female
5,907
Divorced
4
Bachelor's
Self-Employed
13.836141
Rural
Premium
null
12
766
8
2024-06-18 15:21:39.183598
Average
No
Monthly
Condo
1,744
1,186,596
40
Female
28,883
Married
0
Bachelor's
Unemployed
46.973176
Rural
Comprehensive
null
8
null
8
2021-05-09 15:21:39.134960
Poor
Yes
Monthly
Apartment
893
1,186,597
33
Male
113,717
Divorced
3
Bachelor's
Unemployed
22.148914
Urban
Premium
2
13
511
4
2020-10-06 15:21:39.223901
Average
No
Weekly
Apartment
2,698
1,186,598
40
Male
30,504
Single
0
Bachelor's
null
20.622925
Rural
Premium
null
11
595
3
2021-11-25 15:21:39.177724
null
No
Rarely
Apartment
1,597
1,186,599
20
Female
null
Single
2
PhD
Employed
34.771749
Urban
Comprehensive
4
5
627
9
2022-03-16 15:21:39.259788
Good
Yes
Rarely
Apartment
1,867